{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02078046,0.003881826,0.006722343,0.00581871,0.005393603,0.0287247,0.005020426,0.01505595,0.2939682],"category_scores_gemma":[0.06183076,0.001339122,0.007241277,0.003442158,0.006676662,0.009504427,0.006434047,0.01869148,0.1567965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009213448,"about_ca_system_score_gemma":0.01241793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02273215,"about_ca_topic_score_gemma":0.00882128,"domain_scores_codex":[0.9680516,0.009648095,0.002294893,0.006370045,0.01117076,0.002464707],"domain_scores_gemma":[0.9445248,0.01886895,0.00209049,0.01276948,0.01719775,0.004548616],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001477054,0.0005375377,0.003985318,0.001958096,0.001149214,0.002184873,0.00386976,0.00106278,0.006298321,0.3266145,0.3924225,0.25844],"study_design_scores_gemma":[0.0005380589,0.0001168349,0.003130093,0.0009097331,0.0001488621,0.001886302,0.0009357195,0.001271889,0.002091062,0.01529833,0.9735927,0.0000805723],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.02324544,0.06185473,0.04377571,0.2386166,0.225333,0.001606414,0.01152791,0.008139076,0.3859012],"genre_scores_gemma":[0.2184723,0.02970565,0.03962113,0.02725601,0.09351575,0.001967796,0.01037003,0.00374529,0.5753461],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9792196,"threshold_uncertainty_score":0.9834216,"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."}}