{"id":"W7096219772","doi":"","title":"PRÉSENTÉE COl'vfl.VIE EXIGENCE PARTŒLLE DU DOCTORAT EN PSYCHOLOGIE PAR","year":2014,"lang":"en","type":"article","venue":"","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Diffuser (optics); Workplace safety","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002082874,0.0007292799,0.0008461113,0.001270235,0.003119584,0.006698988,0.001305508,0.003006606,0.4144108],"category_scores_gemma":[0.01198681,0.0004534819,0.0005989621,0.0009443837,0.001914264,0.00263427,0.003400459,0.004231682,0.218815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005811727,"about_ca_system_score_gemma":0.01070344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0170842,"about_ca_topic_score_gemma":0.04885571,"domain_scores_codex":[0.9977322,0.0003359931,0.00009527546,0.0004117026,0.001159726,0.0002650342],"domain_scores_gemma":[0.9908907,0.001029369,0.0003176019,0.0005096988,0.004626488,0.002626132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002127111,0.00002770207,0.000211325,0.0001378335,0.000004585585,0.0000717345,0.0002408158,0.00002033856,0.0002262527,0.003502635,0.9512193,0.04431618],"study_design_scores_gemma":[0.000006001762,0.00001205336,0.000448929,0.0001290432,0.000002713837,0.0001155988,0.0001830453,0.00003135182,0.000118195,0.0008009428,0.9981451,0.000006980223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00268573,0.03399342,0.004242828,0.2724467,0.232221,0.0002881562,0.003954486,0.00107434,0.4490933],"genre_scores_gemma":[0.007123425,0.009848996,0.001450024,0.01536969,0.009724227,0.0001055887,0.0006421813,0.0003718857,0.955364],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5855892,"threshold_uncertainty_score":0.835272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9203742700648544,"score_gpt":0.6328293651098355,"score_spread":0.2875449049550189,"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."}}