{"id":"W4312726431","doi":"10.7202/1094142ar","title":"Présentation","year":2022,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut national de psychiatrie légale Philippe-Pinel","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006971286,0.0001144552,0.0001471587,0.00007016252,0.00333372,0.00005231583,0.0002239715,0.00004435744,0.01584803],"category_scores_gemma":[0.00002254362,0.0001450355,0.00009510896,0.0004109601,0.0003039455,0.0003282252,0.0001035907,0.0001857136,0.000548519],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003836048,"about_ca_system_score_gemma":0.002921837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8455666,"about_ca_topic_score_gemma":0.9052442,"domain_scores_codex":[0.9979439,0.0004550023,0.0002888926,0.0002614158,0.0006342336,0.0004165891],"domain_scores_gemma":[0.9994404,0.00006228286,0.0001615263,0.0001496825,0.00003314369,0.0001529071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004153583,0.0007729338,0.2884965,0.0001713549,0.00005870947,0.0000183808,0.3643594,0.00006695263,0.0002395977,0.04173843,0.2549738,0.04906237],"study_design_scores_gemma":[0.0004435054,0.0002044615,0.07666405,0.00001635127,0.00006607591,0.00001030632,0.1080048,0.0001069201,0.00008587669,0.003003854,0.8111464,0.0002474042],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9279209,0.0063518,0.00003865448,0.02062282,0.01095645,0.0004347606,0.00006821949,0.00005340167,0.033553],"genre_scores_gemma":[0.9349086,0.0008361338,0.00005274842,0.001284327,0.002164704,0.00006401657,0.0000523874,0.00001489863,0.06062223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5561725,"threshold_uncertainty_score":0.999988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0257042433692874,"score_gpt":0.3399482675655484,"score_spread":0.314244024196261,"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."}}