{"id":"W4246228845","doi":"10.18192/aporia.v6i1.2858","title":"","year":2014,"lang":"fr","type":"article","venue":"Aporia","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meaning (existential); Sociology; Relation (database); Power (physics); Scope (computer science); Space (punctuation); German; Field (mathematics); Health care; Engineering ethics; Epistemology; Psychology; Law; Political science; Psychotherapist; Engineering; Philosophy; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023463,0.0006244225,0.0008093207,0.0002065523,0.0004646187,0.00008738365,0.0007682012,0.0008245665,0.001667297],"category_scores_gemma":[0.00002023466,0.0007076768,0.0003571567,0.0008937429,0.0002478621,0.0004057666,0.0001740029,0.000744676,0.002812234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002202552,"about_ca_system_score_gemma":0.0001436342,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07320142,"about_ca_topic_score_gemma":0.01418421,"domain_scores_codex":[0.9934849,0.001391169,0.001263655,0.001260996,0.0004865327,0.002112809],"domain_scores_gemma":[0.9958612,0.0008489761,0.0005495774,0.001498235,0.0001465606,0.001095462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008578523,0.002032501,0.02160966,0.00148396,0.0002600616,0.00006615951,0.0477224,0.00000533826,0.0001556009,0.3554714,0.0855774,0.4847577],"study_design_scores_gemma":[0.006032027,0.001939674,0.05695881,0.0002665624,0.0002513832,0.0002582431,0.01099476,0.0001008594,0.0000701058,0.02470281,0.8977165,0.0007082468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6960089,0.03709222,0.0005881104,0.05187161,0.1234384,0.000790333,0.00006320247,0.0001985727,0.08994868],"genre_scores_gemma":[0.9172021,0.000877067,0.001200878,0.03797288,0.01314646,0.0001241343,0.00007811152,0.00009242465,0.029306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8121392,"threshold_uncertainty_score":0.9995374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01765744001324335,"score_gpt":0.3666740338770257,"score_spread":0.3490165938637823,"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."}}