{"id":"W2995610071","doi":"10.7202/1065907ar","title":"Souffrance psychique des Étudiants. Pour un traitement psychodynamique Multifocal et bref de la crise","year":2019,"lang":"fr","type":"article","venue":"Revue québécoise de psychologie","topic":"Psychoanalysis and Psychopathology Research","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Philosophy","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.009723284,0.001558442,0.001951032,0.0009665861,0.0004171704,0.0003225888,0.002586993,0.002838615,0.008164391],"category_scores_gemma":[0.0004742828,0.001691205,0.001466922,0.001911643,0.001777287,0.0005221183,0.0001871541,0.004392761,0.007630489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009210625,"about_ca_system_score_gemma":0.0008328003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001394459,"about_ca_topic_score_gemma":0.001440516,"domain_scores_codex":[0.980465,0.009804265,0.001996523,0.00330685,0.0006179484,0.003809425],"domain_scores_gemma":[0.9913201,0.002454148,0.0008103446,0.003700643,0.0003875379,0.001327242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004246482,0.01773622,0.3993779,0.001599945,0.003048787,0.002974921,0.01325405,0.0009854562,0.01353435,0.04437064,0.1202268,0.3786445],"study_design_scores_gemma":[0.01334336,0.001703401,0.612155,0.00159356,0.0005595431,0.004366007,0.00272508,0.001889597,0.0001131635,0.04933291,0.3096822,0.002536298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5799954,0.02411209,0.01703891,0.03461058,0.005189891,0.001890581,0.0004033475,0.000384308,0.3363749],"genre_scores_gemma":[0.9160782,0.02216776,0.01823881,0.01024098,0.001502742,0.0008520673,0.00008191219,0.000451525,0.03038602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3761082,"threshold_uncertainty_score":0.9997164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04180680098456764,"score_gpt":0.3891622304037738,"score_spread":0.3473554294192062,"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."}}