{
  "run": {
    "date": "2026-09-21",
    "model": "jev-1.13.0",
    "threads": [
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      49783999
    ],
    "input_comments": 906,
    "parent_comment_supplied_as_context": true,
    "question_types": [
      "choice",
      "noul",
      "noul"
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      "substantive_probability_gte": 0.5
    },
    "kept_comments": 541,
    "categories": {
      "prior_art": "Capability already existed, is repackaged, or someone else did it first",
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      "genuinely_new": "Argues zero-shot/no-fine-tuning is a real advance or develops an enabled use",
      "packaging": "Product, naming, marketing, distribution, support, or communication is the achievement",
      "other": "On topic, but mainly privacy, pricing, funding, deployment, implementation, ethics, or another concern"
    },
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    "questions": {
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        "type": "choice",
        "instructions": "Classify what the comment itself is mainly doing in the Jev discussion. Use the parent only to resolve short replies."
      },
      "substantive": {
        "type": "noul",
        "instructions": "Does the comment make a substantive point, question, report, or argument rather than only a joke, cheer, insult, agreement, or one-line quip?"
      },
      "about_jev": {
        "type": "noul",
        "instructions": "Is the comment materially about Jev, TypeSafe, or Jev-like decision models rather than an unrelated tangent?"
      }
    }
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      "thread": "Introducing System One Models and Jev",
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      "id": 49754404,
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      "thread": "Introducing System One Models and Jev",
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    {
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      "thread": "Introducing System One Models and Jev",
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      "id": 49754955,
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      "thread": "Introducing System One Models and Jev",
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    {
      "id": 49774568,
      "author": "Pranav_Ghoghari",
      "thread": "Introducing System One Models and Jev",
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    {
      "id": 49781975,
      "author": "redpublic",
      "thread": "Introducing System One Models and Jev",
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    {
      "id": 49765349,
      "author": "nandakishor_ml",
      "thread": "I built non-autoregressive decision models with RL a year ago",
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    {
      "id": 49765811,
      "author": "woggy",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49765878,
      "author": "klibertp",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
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    {
      "id": 49767820,
      "author": "verdverm",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
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    {
      "id": 49765889,
      "author": "water-drummer",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
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    {
      "id": 49765944,
      "author": "cgio",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
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    {
      "id": 49767834,
      "author": "verdverm",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
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    {
      "id": 49771947,
      "author": "cgio",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49766256,
      "author": "cmrdporcupine",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49767865,
      "author": "verdverm",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
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    {
      "id": 49766083,
      "author": "whizzter",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
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      "substantive_probability": 0.97,
      "about_jev_probability": 0.9
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    {
      "id": 49766972,
      "author": "nandakishor_ml",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "packaging",
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      "substantive_probability": 0.84,
      "about_jev_probability": 0.73
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    {
      "id": 49765916,
      "author": "zurfer",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "substantive_probability": 0.98,
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    {
      "id": 49766391,
      "author": "dominotw",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49767204,
      "author": "Axsuul",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
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      "substantive_probability": 0.93,
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    {
      "id": 49767449,
      "author": "sharms",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
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      "substantive_probability": 0.93,
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    {
      "id": 49765989,
      "author": "dwa3592",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
      "stance_confidence": 0.93,
      "substantive_probability": 0.94,
      "about_jev_probability": 0.83
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    {
      "id": 49765997,
      "author": "Oras",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
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      "substantive_probability": 0.97,
      "about_jev_probability": 0.8
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    {
      "id": 49766131,
      "author": "kilroy123",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49766469,
      "author": "sbarre",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "substantive_probability": 0.95,
      "about_jev_probability": 0.56
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    {
      "id": 49769437,
      "author": "robrenaud",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
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      "substantive_probability": 0.95,
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    {
      "id": 49771532,
      "author": "jmalicki",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "substantive_probability": 0.94,
      "about_jev_probability": 0.86
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    {
      "id": 49766268,
      "author": "tchalla",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
      "stance_confidence": 0.16,
      "substantive_probability": 0.66,
      "about_jev_probability": 0.42
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    {
      "id": 49766353,
      "author": "dominotw",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "substantive_probability": 0.94,
      "about_jev_probability": 0.29
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    {
      "id": 49766542,
      "author": "tchalla",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
      "stance_confidence": 0.67,
      "substantive_probability": 0.82,
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    {
      "id": 49768577,
      "author": "ramses0",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
      "stance_confidence": 0.84,
      "substantive_probability": 0.81,
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    {
      "id": 49768605,
      "author": "ithkuil",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
      "stance_confidence": 0.97,
      "substantive_probability": 0.94,
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    {
      "id": 49769440,
      "author": "throwaway7783",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
      "stance_confidence": 0.87,
      "substantive_probability": 0.92,
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    {
      "id": 49772082,
      "author": "indymike",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
      "stance_confidence": 0.27,
      "substantive_probability": 0.83,
      "about_jev_probability": 0.19
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    {
      "id": 49766388,
      "author": "Oras",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
      "stance_confidence": 0.96,
      "substantive_probability": 0.96,
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    {
      "id": 49766523,
      "author": "ashkankiani",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
      "stance_confidence": 0.96,
      "substantive_probability": 0.96,
      "about_jev_probability": 0.68
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    {
      "id": 49768113,
      "author": "speq",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
      "stance_confidence": 0.75,
      "substantive_probability": 0.76,
      "about_jev_probability": 0.33
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    {
      "id": 49766457,
      "author": "andy99",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
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      "substantive_probability": 0.97,
      "about_jev_probability": 0.19
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    {
      "id": 49766733,
      "author": "stefan_",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
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      "substantive_probability": 0.95,
      "about_jev_probability": 0.2
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    {
      "id": 49767783,
      "author": "tchalla",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
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      "substantive_probability": 0.96,
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    {
      "id": 49768025,
      "author": "verdverm",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
      "stance_confidence": 0.75,
      "substantive_probability": 0.95,
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    {
      "id": 49766634,
      "author": "HappMacDonald",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "substantive_probability": 0.94,
      "about_jev_probability": 0.15
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    {
      "id": 49773016,
      "author": "genxy",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "genuinely_new",
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      "substantive_probability": 0.94,
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    {
      "id": 49766931,
      "author": "iforgotmypasswo",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "genuinely_new",
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      "substantive_probability": 0.97,
      "about_jev_probability": 0.74
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    {
      "id": 49768185,
      "author": "gyanchawdhary",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49768352,
      "author": "NegativeLatency",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
      "stance_confidence": 0.6,
      "substantive_probability": 0.85,
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    {
      "id": 49768373,
      "author": "bigyabai",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
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      "substantive_probability": 0.95,
      "about_jev_probability": 0.22
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    {
      "id": 49768665,
      "author": "AIorNot",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
      "stance_confidence": 0.54,
      "substantive_probability": 0.87,
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    {
      "id": 49768772,
      "author": "bigyabai",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
      "stance_confidence": 0.83,
      "substantive_probability": 0.92,
      "about_jev_probability": 0.24
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    {
      "id": 49771185,
      "author": "mediaman",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "substantive_probability": 0.95,
      "about_jev_probability": 0.13
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    {
      "id": 49773512,
      "author": "intended",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
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      "substantive_probability": 0.96,
      "about_jev_probability": 0.21
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    {
      "id": 49769102,
      "author": "joefourier",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "substantive_probability": 0.97,
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    {
      "id": 49771045,
      "author": "throwaway_2494",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "substantive_probability": 0.37,
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    {
      "id": 49769331,
      "author": "sscaryterry",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
      "stance_confidence": 0.97,
      "substantive_probability": 0.92,
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      "id": 49771394,
      "author": "slrainka",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "substantive_probability": 0.96,
      "about_jev_probability": 0.28
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    {
      "id": 49767110,
      "author": "ketzu",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
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      "substantive_probability": 0.93,
      "about_jev_probability": 0.28
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    {
      "id": 49767403,
      "author": "jmalicki",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
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      "substantive_probability": 0.96,
      "about_jev_probability": 0.1
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    {
      "id": 49767960,
      "author": "CamperBob2",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "substantive_probability": 0.73,
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    {
      "id": 49770657,
      "author": "tchalla",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "substantive_probability": 0.88,
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    {
      "id": 49770505,
      "author": "0xbadcafebee",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "substantive_probability": 0.84,
      "about_jev_probability": 0.23
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    {
      "id": 49766325,
      "author": "DetroitThrow",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
      "stance_confidence": 0.89,
      "substantive_probability": 0.84,
      "about_jev_probability": 0.68
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    {
      "id": 49766541,
      "author": "kianN",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
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      "substantive_probability": 0.96,
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    {
      "id": 49766920,
      "author": "z3ratul163071",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "substantive_probability": 0.95,
      "about_jev_probability": 0.93
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    {
      "id": 49768664,
      "author": "cjalmeida",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
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      "substantive_probability": 0.94,
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    {
      "id": 49766943,
      "author": "Bluestein",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
      "stance_confidence": 0.77,
      "substantive_probability": 0.73,
      "about_jev_probability": 0.65
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    {
      "id": 49766981,
      "author": "lhl",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
      "stance_confidence": 0.58,
      "substantive_probability": 0.95,
      "about_jev_probability": 0.88
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    {
      "id": 49767839,
      "author": "NitpickLawyer",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
      "stance_confidence": 0.94,
      "substantive_probability": 0.95,
      "about_jev_probability": 0.91
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    {
      "id": 49769429,
      "author": "robrenaud",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
      "stance_confidence": 0.65,
      "substantive_probability": 0.97,
      "about_jev_probability": 0.87
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    {
      "id": 49767544,
      "author": "bwest87",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
      "stance_confidence": 0.9,
      "substantive_probability": 0.96,
      "about_jev_probability": 0.93
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    {
      "id": 49769410,
      "author": "lawrjone",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
      "stance_confidence": 0.96,
      "substantive_probability": 0.98,
      "about_jev_probability": 0.95
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    {
      "id": 49776315,
      "author": "jessrenoir",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
      "stance_confidence": 0.68,
      "substantive_probability": 0.75,
      "about_jev_probability": 0.73
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    {
      "id": 49767722,
      "author": "astrostl",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
      "stance_confidence": 0.46,
      "substantive_probability": 0.96,
      "about_jev_probability": 0.88
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    {
      "id": 49768089,
      "author": "Oras",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
      "stance_confidence": 0.37,
      "substantive_probability": 0.92,
      "about_jev_probability": 0.47
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    {
      "id": 49768630,
      "author": "cjalmeida",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
      "stance_confidence": 0.38,
      "substantive_probability": 0.95,
      "about_jev_probability": 0.76
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    {
      "id": 49768805,
      "author": "tomrod",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "packaging",
      "stance_confidence": 0.9,
      "substantive_probability": 0.77,
      "about_jev_probability": 0.52
    },
    {
      "id": 49768837,
      "author": "fastball",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "genuinely_new",
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      "id": 49766581,
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      "id": 49769055,
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      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "id": 49769838,
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      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "id": 49766740,
      "author": "pknerd",
      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "id": 49766822,
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      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "id": 49771610,
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      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "id": 49768919,
      "author": "Reubend",
      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "id": 49771542,
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      "id": 49766877,
      "author": "rgbrgb",
      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "id": 49768096,
      "author": "someguy101010",
      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "id": 49766789,
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      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "id": 49766794,
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      "id": 49766823,
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      "id": 49766849,
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      "id": 49767212,
      "author": "prometheus1992",
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      "id": 49766844,
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      "id": 49767143,
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      "id": 49767555,
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      "id": 49768179,
      "author": "MisterMunchkin",
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      "id": 49768631,
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      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "packaging",
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      "id": 49770320,
      "author": "hetspookjee",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "id": 49766847,
      "author": "avaer",
      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "id": 49766861,
      "author": "dcow",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "packaging",
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      "id": 49766884,
      "author": "operaopera",
      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "id": 49766903,
      "author": "prodigycorp",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
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      "id": 49766933,
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      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
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      "id": 49766982,
      "author": "prodigycorp",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
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    {
      "id": 49767086,
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      "id": 49767235,
      "author": "prometheus1992",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49767258,
      "author": "prodigycorp",
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      "stance": "evidence",
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      "id": 49767299,
      "author": "prometheus1992",
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      "stance": "prior_art",
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      "id": 49767326,
      "author": "prodigycorp",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
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      "id": 49775958,
      "author": "jessrenoir",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
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      "id": 49767766,
      "author": "dcow",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "packaging",
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      "id": 49767553,
      "author": "verdverm",
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      "id": 49767763,
      "author": "sreekanth850",
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      "id": 49767747,
      "author": "threecheese",
      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "id": 49768575,
      "author": "tcdent",
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      "id": 49769143,
      "author": "m3kw9",
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      "id": 49771546,
      "author": "jmalicki",
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      "id": 49766946,
      "author": "vessenes",
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      "stance": "evidence",
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      "id": 49767342,
      "author": "hirako2000",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
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      "id": 49767538,
      "author": "derac",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
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    {
      "id": 49767105,
      "author": "tomsyouruncle",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
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    {
      "id": 49769631,
      "author": "verdverm",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49773113,
      "author": "ktimespi",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49766988,
      "author": "edot",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
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    {
      "id": 49767139,
      "author": "hmokiguess",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49767151,
      "author": "bensyverson",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
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    {
      "id": 49767439,
      "author": "edot",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
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      "substantive_probability": 0.81,
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    {
      "id": 49767620,
      "author": "usagisushi",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
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    {
      "id": 49768685,
      "author": "bensyverson",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
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    {
      "id": 49767404,
      "author": "prometheus1992",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
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      "substantive_probability": 0.93,
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    {
      "id": 49767672,
      "author": "ksymph",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
      "stance_confidence": 0.69,
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      "about_jev_probability": 0.94
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    {
      "id": 49767897,
      "author": "jwpapi",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
      "stance_confidence": 0.98,
      "substantive_probability": 0.95,
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    {
      "id": 49768701,
      "author": "bensyverson",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
      "stance_confidence": 0.69,
      "substantive_probability": 0.27,
      "about_jev_probability": 0.26
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    {
      "id": 49770792,
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      "id": 49767230,
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      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "genuinely_new",
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    {
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      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "id": 49767752,
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    {
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      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "id": 49767972,
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      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "genuinely_new",
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      "id": 49769567,
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      "stance": "prior_art",
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    {
      "id": 49767729,
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      "id": 49767494,
      "author": "yipinwong",
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      "id": 49768081,
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      "stance": "evidence",
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    {
      "id": 49768152,
      "author": "MisterMunchkin",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
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      "id": 49768295,
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      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "id": 49768604,
      "author": "TeMPOraL",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "packaging",
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    {
      "id": 49769709,
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      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
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    {
      "id": 49776721,
      "author": "dropofwill",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
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    {
      "id": 49768728,
      "author": "fastball",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "genuinely_new",
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      "id": 49768939,
      "author": "refulgentis",
      "thread": "I built non-autoregressive decision models with RL a year ago",
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    {
      "id": 49769150,
      "author": "fastball",
      "thread": "I built non-autoregressive decision models with RL a year ago",
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    {
      "id": 49769191,
      "author": "adastra22",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "genuinely_new",
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      "id": 49769212,
      "author": "mrbonner",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
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      "id": 49769662,
      "author": "dojomouse",
      "thread": "I built non-autoregressive decision models with RL a year ago",
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    {
      "id": 49769357,
      "author": "0x457",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49769617,
      "author": "dojomouse",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
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    {
      "id": 49771570,
      "author": "0x457",
      "thread": "I built non-autoregressive decision models with RL a year ago",
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    {
      "id": 49768147,
      "author": "dominotw",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49768920,
      "author": "refulgentis",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
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    {
      "id": 49769592,
      "author": "verdverm",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
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    {
      "id": 49769880,
      "author": "refulgentis",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
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    {
      "id": 49770022,
      "author": "dominotw",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49770307,
      "author": "refulgentis",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49770664,
      "author": "dominotw",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49770806,
      "author": "refulgentis",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49771076,
      "author": "hbrn",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
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    {
      "id": 49771514,
      "author": "refulgentis",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
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      "id": 49771910,
      "author": "hbrn",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
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      "id": 49772194,
      "author": "verdverm",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "id": 49772365,
      "author": "refulgentis",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "id": 49772389,
      "author": "hbrn",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "id": 49776890,
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      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "id": 49772687,
      "author": "addycb",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49768917,
      "author": "refulgentis",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "id": 49769037,
      "author": "yojo",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "genuinely_new",
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      "id": 49769099,
      "author": "dwa3592",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "id": 49769104,
      "author": "vasco",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49769125,
      "author": "adastra22",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "id": 49770577,
      "author": "hamandcheese",
      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "id": 49771260,
      "author": "yojo",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "id": 49771408,
      "author": "calebkaiser",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "genuinely_new",
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      "id": 49769470,
      "author": "avereveard",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
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      "id": 49769877,
      "author": "maleldil",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
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      "id": 49767374,
      "author": "skybrian",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49767406,
      "author": "mixedbit",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "packaging",
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      "id": 49769655,
      "author": "rfgplk",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "packaging",
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      "id": 49767443,
      "author": "rasmus1610",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "id": 49767472,
      "author": "someguy101010",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "id": 49767571,
      "author": "jwpapi",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49767691,
      "author": "beeforpork",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49767698,
      "author": "jamienk",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49767838,
      "author": "samayashar",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "id": 49767883,
      "author": "scottcodie",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
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    {
      "id": 49767893,
      "author": "sandos",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
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    {
      "id": 49767914,
      "author": "jahala",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49771537,
      "author": "nacs",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49772241,
      "author": "mattstir",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49768024,
      "author": "baobabKoodaa",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
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      "about_jev_probability": 0.88
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    {
      "id": 49770933,
      "author": "hbrn",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
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      "substantive_probability": 0.96,
      "about_jev_probability": 0.93
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    {
      "id": 49774809,
      "author": "baobabKoodaa",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "substantive_probability": 0.62,
      "about_jev_probability": 0.71
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    {
      "id": 49768155,
      "author": "lifty",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
      "stance_confidence": 0.62,
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      "about_jev_probability": 0.11
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    {
      "id": 49768470,
      "author": "ianbutler",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "packaging",
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      "substantive_probability": 0.97,
      "about_jev_probability": 0.72
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    {
      "id": 49768506,
      "author": "nfcampos",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "genuinely_new",
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      "substantive_probability": 0.92,
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    {
      "id": 49768602,
      "author": "cjalmeida",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
      "stance_confidence": 0.95,
      "substantive_probability": 0.97,
      "about_jev_probability": 0.78
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    {
      "id": 49768813,
      "author": "pgt",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "packaging",
      "stance_confidence": 0.6,
      "substantive_probability": 0.89,
      "about_jev_probability": 0.64
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    {
      "id": 49768967,
      "author": "sidk24",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
      "stance_confidence": 0.38,
      "substantive_probability": 0.66,
      "about_jev_probability": 0.48
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    {
      "id": 49771639,
      "author": "verdverm",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
      "stance_confidence": 0.2,
      "substantive_probability": 0.87,
      "about_jev_probability": 0.57
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    {
      "id": 49769087,
      "author": "lukewarm707",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "id": 49769808,
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      "id": 49769663,
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      "id": 49769991,
      "author": "TomGarden",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "packaging",
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      "id": 49770027,
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      "id": 49774719,
      "author": "OceanKing",
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      "stance": "evidence",
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      "stance": "other",
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      "id": 49770389,
      "author": "tootie",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
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      "id": 49771179,
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      "id": 49772848,
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      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "id": 49771741,
      "author": "geuis",
      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "id": 49771768,
      "author": "isityettime",
      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "id": 49772120,
      "author": "hbarka",
      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "author": "swingboy",
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      "id": 49773187,
      "author": "kwinkunks",
      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "id": 49772155,
      "author": "johnfn",
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      "id": 49772178,
      "author": "glerk",
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      "id": 49777313,
      "author": "WhitneyLand",
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      "stance": "evidence",
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      "id": 49779464,
      "author": "ranger_danger",
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      "id": 49769151,
      "author": "m3kw9",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "id": 49769239,
      "author": "aramend",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "id": 49769307,
      "author": "bluegatty",
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      "stance": "evidence",
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      "id": 49769416,
      "author": "jonesn11",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "id": 49769498,
      "author": "iamflimflam1",
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      "id": 49769521,
      "author": "woah",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
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      "id": 49769556,
      "author": "jll29",
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      "stance": "evidence",
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      "id": 49771623,
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      "id": 49769607,
      "author": "soerxpso",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "genuinely_new",
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      "id": 49769971,
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      "id": 49769978,
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      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "id": 49770857,
      "author": "bjt12345",
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      "stance": "other",
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      "id": 49771784,
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      "id": 49776285,
      "author": "bjt12345",
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      "stance": "evidence",
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      "id": 49769697,
      "author": "adamisnotroman",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49769741,
      "author": "recroad",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "genuinely_new",
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      "id": 49769846,
      "author": "innagadadavida",
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      "stance": "packaging",
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      "id": 49770180,
      "author": "jwpapi",
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      "stance": "evidence",
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      "id": 49770228,
      "author": "julianozen",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "packaging",
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      "id": 49770230,
      "author": "jwpapi",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "id": 49771560,
      "author": "verdverm",
      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "id": 49773987,
      "author": "jwpapi",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "id": 49770783,
      "author": "_pdp_",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49770913,
      "author": "bjt12345",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "id": 49771044,
      "author": "zamir_akimbekov",
      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "id": 49771131,
      "author": "whywhywhywhy",
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      "id": 49771292,
      "author": "slrainka",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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      "id": 49771442,
      "author": "jerpint",
      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "id": 49771717,
      "author": "fernandezpablo",
      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "id": 49771879,
      "author": "i_remember_when",
      "thread": "I built non-autoregressive decision models with RL a year ago",
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      "id": 49772880,
      "author": "geocar",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
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    {
      "id": 49773149,
      "author": "zwaps",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "prior_art",
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      "id": 49773542,
      "author": "lopuhin",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "packaging",
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    {
      "id": 49774565,
      "author": "baq",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "packaging",
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    {
      "id": 49775825,
      "author": "tony_starkling",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "packaging",
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    {
      "id": 49776324,
      "author": "mochizou",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "genuinely_new",
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    {
      "id": 49778034,
      "author": "sporkland",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49779958,
      "author": "x3haloed",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49780690,
      "author": "krenerd",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "evidence",
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    {
      "id": 49784257,
      "author": "vijay96238",
      "thread": "I built non-autoregressive decision models with RL a year ago",
      "stance": "other",
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    {
      "id": 49784219,
      "author": "dunlin",
      "thread": "Kev: Tiny Jev-like family of decision models built on top of Qwen3.5",
      "stance": "other",
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      "about_jev_probability": 0.97
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    {
      "id": 49784255,
      "author": "mugul",
      "thread": "Kev: Tiny Jev-like family of decision models built on top of Qwen3.5",
      "stance": "other",
      "stance_confidence": 0.97,
      "substantive_probability": 0.97,
      "about_jev_probability": 0.97
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    {
      "id": 49784271,
      "author": "Havoc",
      "thread": "Kev: Tiny Jev-like family of decision models built on top of Qwen3.5",
      "stance": "other",
      "stance_confidence": 0.66,
      "substantive_probability": 0.6,
      "about_jev_probability": 0.89
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    {
      "id": 49784315,
      "author": "lucrbvi",
      "thread": "Kev: Tiny Jev-like family of decision models built on top of Qwen3.5",
      "stance": "other",
      "stance_confidence": 0.48,
      "substantive_probability": 0.88,
      "about_jev_probability": 0.96
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    {
      "id": 49784372,
      "author": "saejox",
      "thread": "Kev: Tiny Jev-like family of decision models built on top of Qwen3.5",
      "stance": "genuinely_new",
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