{
  "schema": "jev-survey/search-runs@1",
  "runs": [
    {
      "id": "snapshot-arxiv-2026-09-23",
      "kind": "arxiv_keyword",
      "date": "2026-09-23",
      "retrieved_between": [
        "2026-09-23T06:15:02.291458+00:00",
        "2026-09-23T06:25:01.646058+00:00"
      ],
      "queries": [
        {
          "id": "Q01_jev",
          "query": "all:jev",
          "total": 14,
          "returned": 14
        },
        {
          "id": "Q02_typesafe",
          "query": "all:typesafe",
          "total": 5,
          "returned": 5
        },
        {
          "id": "Q03_system_one",
          "query": "all:\"System One\" AND submittedDate:[202601010000 TO 202609232359]",
          "total": 84,
          "returned": 84
        },
        {
          "id": "Q04_typed_decision",
          "query": "all:\"typed decision\"",
          "total": 20,
          "returned": 20
        },
        {
          "id": "Q05_calibrated_decisions",
          "query": "all:\"calibrated decisions\"",
          "total": 46,
          "returned": 46
        },
        {
          "id": "Q06_jevqa",
          "query": "all:jevqa",
          "total": 1,
          "returned": 1
        },
        {
          "id": "Q07_jev_survey",
          "query": "(all:jev OR all:typesafe OR all:\"System One\") AND (ti:survey OR ti:review)",
          "total": 25,
          "returned": 25
        },
        {
          "id": "Q08_decision_survey",
          "query": "(all:\"decision model\" OR all:\"decision models\") AND (ti:survey OR ti:review) AND submittedDate:[202501010000 TO 202609232359]",
          "total": 5,
          "returned": 5
        },
        {
          "id": "Q09_rlcd",
          "query": "all:RLCD AND (cat:cs.AI OR cat:cs.CL OR cat:cs.LG)",
          "total": 2,
          "returned": 2
        },
        {
          "id": "Q10_recent_decision_models",
          "query": "(ti:\"decision model\" OR abs:\"decision model\" OR abs:\"decision-only\" OR abs:\"typed decisions\" OR abs:\"typed questions\") AND submittedDate:[202609140000 TO 202609232359]",
          "total": 12,
          "returned": 12
        },
        {
          "id": "Q11_recent_systemone",
          "query": "(all:\"system-one\" OR all:systemone OR all:\"TypeSafe AI\") AND submittedDate:[202609140000 TO 202609232359]",
          "total": 6,
          "returned": 6
        },
        {
          "id": "Q12a_openjev",
          "query": "ti:openjev OR abs:openjev",
          "total": 0,
          "returned": 0
        },
        {
          "id": "Q12b_nanojev",
          "query": "ti:nanojev OR abs:nanojev",
          "total": 0,
          "returned": 0
        },
        {
          "id": "Q12c_jevlite",
          "query": "ti:jevlite OR abs:jevlite",
          "total": 1,
          "returned": 1
        },
        {
          "id": "Q12d_jevlike",
          "query": "ti:jevlike OR abs:jevlike",
          "total": 0,
          "returned": 0
        },
        {
          "id": "Q13_rlcd_expanded",
          "query": "all:\"Reinforcement Learning for Calibrated Decisions\"",
          "total": 0,
          "returned": 0
        },
        {
          "id": "Q14_typed_surveys",
          "query": "(ti:survey OR ti:review OR ti:overview) AND (all:\"typed decision\" OR all:\"decision-only\" OR all:\"non-generative\") AND submittedDate:[202001010000 TO 202609232359]",
          "total": 4,
          "returned": 4
        }
      ],
      "accepted_queries": 17,
      "hits_before_dedup": 225,
      "unique_screened": 197,
      "dedup_key": "unversioned arXiv ID",
      "decisions": {
        "core": 13,
        "peripheral": 1,
        "background": 6,
        "outside_core_scope": 177
      },
      "note": "`all:` searches arXiv metadata fields, not PDF full text."
    },
    {
      "id": "snapshot-arxiv-rejected",
      "kind": "arxiv_keyword_rejected",
      "date": "2026-09-23",
      "query": "(all:openjev OR all:nanojev OR all:jevlite OR all:jevlike OR all:\"Visual Jev\" OR all:\"this-that-model\")",
      "reported_total": 1232608,
      "note": "Implausibly broad compound query (reported 1,232,608), 400 records fetched then HTTP 429; rejected, not screened, replaced by Q12a–d."
    },
    {
      "id": "snapshot-background-by-id",
      "kind": "arxiv_id_list",
      "date": "2026-09-23",
      "added_background": 38,
      "note": "Purposive background references retrieved by explicit arXiv ID (44 background = 6 from queries + 38 by ID)."
    },
    {
      "id": "snapshot-github-2026-09-23",
      "kind": "github_repository_search",
      "date": "2026-09-23",
      "queries": [
        "awesome jev in:name fork:true",
        "awesome typesafe in:name fork:true",
        "jev papers in:name,description",
        "jev research in:name,description",
        "jev survey in:name,description"
      ],
      "unique_results": 1082,
      "catalogues_audited": 81,
      "readmes_fetched": 79,
      "priority_resources": 30,
      "overlap_priority_catalogue": 2,
      "outgoing_candidates_all": 4666,
      "outgoing_candidates_seed": 793,
      "note": "Outgoing README links are unverified candidates, not validated projects."
    },
    {
      "id": "increment-arxiv-2026-09-23T0818Z",
      "kind": "arxiv_keyword_increment",
      "date": "2026-09-23",
      "retrieved_between": [
        "2026-09-23T08:18:05.337888+00:00",
        "2026-09-23T08:36:18.224490+00:00"
      ],
      "accepted_rerun": {
        "queries": 17,
        "hits_before_dedup": 225,
        "reproduced_snapshot_totals": true
      },
      "expansion": [
        {
          "id": "X01_machine_native",
          "query": "all:\"machine-native\" AND submittedDate:[202601010000 TO 202609232359]",
          "total": 3,
          "returned": 3,
          "status": "ok"
        },
        {
          "id": "X02_decision_head",
          "query": "(abs:\"decision head\" OR abs:\"decision heads\") AND submittedDate:[202606010000 TO 202609232359]",
          "total": 3,
          "returned": 3,
          "status": "ok"
        },
        {
          "id": "X03_open_model_names",
          "query": "(all:laya OR all:anyjev OR all:semif OR all:djev OR all:localjev OR all:\"this-that-model\" OR all:\"visual jev\") AND submittedDate:[202609010000 TO 202609232359]",
          "total": 11530,
          "returned": 0,
          "status": "rejected_implausibly_broad"
        },
        {
          "id": "X03a_laya",
          "query": "(ti:laya OR abs:laya) AND submittedDate:[202609010000 TO 202609232359]",
          "total": 0,
          "returned": 0,
          "status": "ok"
        },
        {
          "id": "X03b_anyjev",
          "query": "ti:anyjev OR abs:anyjev",
          "total": 0,
          "returned": 0,
          "status": "ok"
        },
        {
          "id": "X03c_semif",
          "query": "ti:semif OR abs:semif",
          "total": 1,
          "returned": 1,
          "status": "ok"
        },
        {
          "id": "X03d_djev",
          "query": "ti:djev OR abs:djev",
          "total": 0,
          "returned": 0,
          "status": "ok"
        },
        {
          "id": "X03e_localjev",
          "query": "ti:localjev OR abs:localjev",
          "total": 0,
          "returned": 0,
          "status": "ok"
        },
        {
          "id": "X03f_this_that",
          "query": "ti:\"this-that-model\" OR abs:\"this-that-model\"",
          "total": 1231268,
          "returned": 0,
          "status": "rejected_implausibly_broad"
        },
        {
          "id": "X03g_visual_jev",
          "query": "ti:\"visual jev\" OR abs:\"visual jev\"",
          "total": 1,
          "returned": 1,
          "status": "ok"
        },
        {
          "id": "X04_system1_model",
          "query": "(all:\"System 1 model\" OR all:\"System-1 model\" OR all:\"system one model\" OR all:\"System One models\") AND submittedDate:[202609010000 TO 202609232359]",
          "total": 2,
          "returned": 2,
          "status": "ok"
        },
        {
          "id": "X05_typed_outputs",
          "query": "(abs:\"typed output\" OR abs:\"typed outputs\" OR abs:\"typed probabilistic\" OR abs:\"option probabilities\") AND submittedDate:[202606010000 TO 202609232359]",
          "total": 5,
          "returned": 5,
          "status": "ok"
        },
        {
          "id": "X06_confidence_gating",
          "query": "(abs:\"confidence-gated\" OR abs:\"confidence gated\" OR abs:\"selective escalation\" OR abs:\"escalate when\") AND submittedDate:[202606010000 TO 202609232359]",
          "total": 73,
          "returned": 73,
          "status": "ok"
        },
        {
          "id": "X07_benchmark_names",
          "query": "(all:jevbench OR all:callscreenbench OR all:\"sysone\" OR all:\"workflow evals\")",
          "total": 4,
          "returned": 4,
          "status": "ok"
        },
        {
          "id": "X08_decision_models_plural",
          "query": "(ti:\"decision models\" OR abs:\"decision models\") AND (cat:cs.CL OR cat:cs.AI OR cat:cs.LG) AND submittedDate:[202609140000 TO 202609232359]",
          "total": 4,
          "returned": 4,
          "status": "ok"
        },
        {
          "id": "X09_structured_decisions",
          "query": "(abs:\"structured decisions\" OR abs:\"fast structured decisions\" OR abs:\"smart if-statements\" OR abs:\"semantic if\") AND submittedDate:[202606010000 TO 202609232359]",
          "total": 7697,
          "returned": 0,
          "status": "rejected_implausibly_broad"
        },
        {
          "id": "X09a_structured_decisions",
          "query": "abs:\"structured decisions\" AND submittedDate:[202606010000 TO 202609232359]",
          "total": 42,
          "returned": 42,
          "status": "ok"
        },
        {
          "id": "X09b_smart_if",
          "query": "abs:\"smart if-statements\" OR abs:\"smart if statements\"",
          "total": 0,
          "returned": 0,
          "status": "ok"
        },
        {
          "id": "X09c_semantic_if",
          "query": "abs:\"semantic if\" OR abs:\"semantic ifs\"",
          "total": 78323,
          "returned": 0,
          "status": "rejected_implausibly_broad"
        }
      ],
      "new_candidates": 128,
      "decisions": {
        "include_background": 9,
        "outside_core_scope": 118,
        "outside_core_scope_linked_dataset": 1
      },
      "id_refresh": {
        "ids": 58,
        "metadata_changes": 0,
        "source": "api/id_refresh_0.xml, api/id_refresh_50.xml (first pass, 2026-09-23T08:32Z)"
      },
      "note": "arXiv announces new submissions around 00:00 UTC; this same-day rerun primarily verifies the snapshot and widens vocabulary. Four broad phrase queries were rejected by rule (>2,000 results)."
    },
    {
      "id": "increment-github-2026-09-23T0818Z",
      "kind": "github_repository_search_increment",
      "date": "2026-09-23",
      "unique_results": 1108,
      "already_known": 1080,
      "new_unverified_candidates": 28,
      "added_to_repositories": 0,
      "watched": [
        {
          "repo": "youzizzz1028/Awesome-Jev",
          "pushed_at": "2026-09-21T15:23:55Z",
          "head": "f3703012b0034eefe0d59936c44cd33ea11b2990",
          "head_date": "2026-09-21T15:23:52Z",
          "message": "Simplify Chinese README introduction"
        },
        {
          "repo": "hellogumbo/awesome-jev",
          "pushed_at": "2026-09-22T10:00:45Z",
          "head": "e2014cdb35d7d699795c8ca28904e8f42568bf45",
          "head_date": "2026-09-22T10:00:44Z",
          "message": "chore: rebuild README"
        },
        {
          "repo": "typesafe-ai/typesafe-sdk-python",
          "pushed_at": "2026-09-21T15:57:12Z",
          "head": "0ffd094c72ed9445223060b24ffd7a56aa781fb4",
          "head_date": "2026-09-21T15:57:06Z",
          "message": "Release v0.7.1\n\nCo-authored-by: Daniel Gafni <danielgafni16@gmail.com>"
        },
        {
          "repo": "typesafe-ai/typesafe-sdk-js",
          "pushed_at": "2026-09-15T18:16:49Z",
          "head": "66880ccded6cb642dc1809620c2b108c33730214",
          "head_date": "2026-09-15T18:16:33Z",
          "message": "Release v0.6.0\n\nCo-authored-by: Allie Laabs <allie@typesafe.ai>\nCo-authored-by: Evin Sellin <evinism@gmail.com>"
        },
        {
          "repo": "typesafe-ai/system-one-adapter-python",
          "pushed_at": "2026-09-22T12:24:32Z",
          "head": "e1d4cc938204b22fc5a3c3aca7044072fe3f712d",
          "head_date": "2026-09-22T12:24:27Z",
          "message": "Release v0.2.1\n\nCo-authored-by: Daniel Gafni <danielgafni16@gmail.com>\nCo-authored-by: danielgafni <danielgafni16@gmail.com>"
        }
      ],
      "note": "New candidates are unverified (mostly awesome-list copies created on 2026-09-23); none added. Prior survey head unchanged at f3703012."
    },
    {
      "id": "increment-arxiv-2026-09-24T0502Z",
      "kind": "arxiv_keyword_increment",
      "date": "2026-09-24",
      "retrieved_between": [
        "2026-09-24T05:02:01.367073+00:00",
        "2026-09-24T05:04:31.459814+00:00"
      ],
      "accepted_rerun": {
        "queries": 17,
        "hits_before_dedup": 234,
        "reproduced_snapshot_totals": false
      },
      "expansion": [
        {
          "id": "X01_machine_native",
          "query": "all:\"machine-native\" AND submittedDate:[202601010000 TO 202609242359]",
          "total": 3,
          "returned": 3,
          "status": "ok"
        },
        {
          "id": "X02_decision_head",
          "query": "(abs:\"decision head\" OR abs:\"decision heads\") AND submittedDate:[202606010000 TO 202609242359]",
          "total": 3,
          "returned": 3,
          "status": "ok"
        },
        {
          "id": "X03a_laya",
          "query": "(ti:laya OR abs:laya) AND submittedDate:[202609010000 TO 202609242359]",
          "total": 0,
          "returned": 0,
          "status": "ok"
        },
        {
          "id": "X03b_anyjev",
          "query": "ti:anyjev OR abs:anyjev",
          "total": 0,
          "returned": 0,
          "status": "ok"
        },
        {
          "id": "X03c_semif",
          "query": "ti:semif OR abs:semif",
          "total": 1,
          "returned": 1,
          "status": "ok"
        },
        {
          "id": "X03d_djev",
          "query": "ti:djev OR abs:djev",
          "total": 0,
          "returned": 0,
          "status": "ok"
        },
        {
          "id": "X03e_localjev",
          "query": "ti:localjev OR abs:localjev",
          "total": 0,
          "returned": 0,
          "status": "ok"
        },
        {
          "id": "X03f_this_that",
          "query": "ti:\"this-that-model\" OR abs:\"this-that-model\"",
          "total": 1232004,
          "returned": 0,
          "status": "rejected"
        },
        {
          "id": "X03g_visual_jev",
          "query": "ti:\"visual jev\" OR abs:\"visual jev\"",
          "total": 1,
          "returned": 1,
          "status": "ok"
        },
        {
          "id": "X04_system1_model",
          "query": "(all:\"System 1 model\" OR all:\"System-1 model\" OR all:\"system one model\" OR all:\"System One models\") AND submittedDate:[202609010000 TO 202609242359]",
          "total": 3,
          "returned": 3,
          "status": "ok"
        },
        {
          "id": "X05_typed_outputs",
          "query": "(abs:\"typed output\" OR abs:\"typed outputs\" OR abs:\"typed probabilistic\" OR abs:\"option probabilities\") AND submittedDate:[202606010000 TO 202609242359]",
          "total": 5,
          "returned": 5,
          "status": "ok"
        },
        {
          "id": "X06_confidence_gating",
          "query": "(abs:\"confidence-gated\" OR abs:\"confidence gated\" OR abs:\"selective escalation\" OR abs:\"escalate when\") AND submittedDate:[202606010000 TO 202609242359]",
          "total": 73,
          "returned": 73,
          "status": "ok"
        },
        {
          "id": "X07_benchmark_names",
          "query": "(all:jevbench OR all:callscreenbench OR all:\"sysone\" OR all:\"workflow evals\")",
          "total": 4,
          "returned": 4,
          "status": "ok"
        },
        {
          "id": "X08_decision_models_plural",
          "query": "(ti:\"decision models\" OR abs:\"decision models\") AND (cat:cs.CL OR cat:cs.AI OR cat:cs.LG) AND submittedDate:[202609140000 TO 202609242359]",
          "total": 6,
          "returned": 6,
          "status": "ok"
        },
        {
          "id": "X09a_structured_decisions",
          "query": "abs:\"structured decisions\" AND submittedDate:[202606010000 TO 202609242359]",
          "total": 43,
          "returned": 43,
          "status": "ok"
        },
        {
          "id": "X09b_smart_if",
          "query": "abs:\"smart if-statements\" OR abs:\"smart if statements\"",
          "total": 0,
          "returned": 0,
          "status": "ok"
        },
        {
          "id": "X09c_semantic_if",
          "query": "abs:\"semantic if\" OR abs:\"semantic ifs\"",
          "total": 78411,
          "returned": 0,
          "status": "rejected"
        }
      ],
      "new_candidates": 7,
      "decisions": {
        "include_core": 4,
        "outside_core_scope": 3
      },
      "id_refresh": {
        "ids": 67,
        "metadata_changes": 3
      },
      "note": "First run after the 2026-09-24 arXiv announcement: four new core studies. Two included papers gained a v2 (evidence was read on v1)."
    }
  ]
}