{"id":"W4308079515","doi":"10.3917/pls.541.0022","title":"Ralentir la recherche","year":2022,"lang":"fr","type":"article","venue":"Pour la Science","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.03831087,0.00009120704,0.00009982364,0.00009165063,0.002268709,0.000106787,0.0009006168,0.0001077203,0.001468907],"category_scores_gemma":[0.005881939,0.0001059337,0.00006213349,0.001726989,0.006598886,0.0003696853,0.0001713843,0.0006434497,0.0001173395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005052718,"about_ca_system_score_gemma":0.003001581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004102073,"about_ca_topic_score_gemma":0.00002232924,"domain_scores_codex":[0.9926753,0.005653284,0.0001700094,0.0003875536,0.0006456557,0.0004682209],"domain_scores_gemma":[0.9919276,0.007488531,0.0001111524,0.0001680846,0.000154476,0.0001501851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[8.306133e-7,0.0001458636,0.003187758,0.00000696749,0.000005322164,0.000001605459,0.09944324,0.00004646208,0.0003456712,0.8646199,0.005925573,0.02627083],"study_design_scores_gemma":[0.0001058064,0.00001987925,0.006475905,0.0000137498,0.00001179732,0.00001574389,0.1420655,0.0002322413,0.00003073002,0.06628307,0.7845848,0.000160774],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1866989,0.002885721,0.0005561507,0.1941801,0.00821795,0.000179989,0.00002123983,0.00007668054,0.6071833],"genre_scores_gemma":[0.8878899,0.0006909068,0.01534483,0.0009695366,0.001270572,0.00005671385,0.000002909624,0.000009298679,0.09376533],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7983368,"threshold_uncertainty_score":0.9994439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.718887147725351,"score_gpt":0.5709858390030094,"score_spread":0.1479013087223416,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}