{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001587222,0.001168781,0.0007453173,0.001073123,0.003626896,0.005833483,0.001206352,0.005384979,0.4924411],"category_scores_gemma":[0.005623235,0.0002011282,0.0007992545,0.0005714113,0.0008119631,0.001593932,0.002521934,0.0038961,0.153362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005531649,"about_ca_system_score_gemma":0.0067657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02776991,"about_ca_topic_score_gemma":0.06027168,"domain_scores_codex":[0.9988881,0.0001296229,0.00003722142,0.0001519284,0.0004371247,0.0003559378],"domain_scores_gemma":[0.9957723,0.000191509,0.000104678,0.0001140024,0.002156378,0.001661059],"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":[0.00001827057,0.000008274331,0.0000719445,0.00003015584,0.000001511248,0.00006310362,0.00002031265,0.00001065543,0.00005932815,0.0005381056,0.9916164,0.007561841],"study_design_scores_gemma":[0.00001248286,0.0000105004,0.0004330499,0.0001015075,0.000002299296,0.0000581004,0.000117523,0.00002336032,0.00005274898,0.0003628589,0.998821,0.000004578282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001466094,0.004778652,0.00072773,0.1586676,0.3957691,0.0007277647,0.002762037,0.0005007072,0.4346004],"genre_scores_gemma":[0.005555702,0.001473397,0.0001475495,0.0198126,0.04693871,0.000173372,0.000621544,0.0001079575,0.9251693],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5075588,"threshold_uncertainty_score":0.7239711,"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."}}