{"id":"W4407197830","doi":"10.7202/1115903ar","title":"Vers de nouvelles approches en santé mentale : possibilités et limites pour les francophones en situation minoritaire à Terre-Neuve-et-Labrador et aux Territoires du Nord-Ouest","year":2024,"lang":"fr","type":"article","venue":"Canadian social work review","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Humanities; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00346352,0.0004854644,0.0007327287,0.0001995456,0.002322282,0.0001501016,0.0006850135,0.0008500539,0.001803222],"category_scores_gemma":[0.001964953,0.0005108511,0.000357028,0.0008551047,0.0002759473,0.0002735431,0.0001660111,0.002354791,0.0006727256],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002730943,"about_ca_system_score_gemma":0.01032962,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2089729,"about_ca_topic_score_gemma":0.4585211,"domain_scores_codex":[0.9887571,0.008316536,0.001075348,0.0006049971,0.0002997231,0.0009463188],"domain_scores_gemma":[0.9945524,0.003795113,0.0002743291,0.0005637981,0.0002547263,0.0005596755],"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":[0.00002060795,0.00009117467,0.01069442,0.02172794,0.0001456967,0.00004297013,0.2481837,0.000001713228,0.00001398333,0.01473205,0.3556529,0.3486929],"study_design_scores_gemma":[0.0002146424,0.00007023463,0.01627052,0.06241068,0.0002199423,0.00001549173,0.0786904,0.0001049091,0.000003915074,0.000786236,0.8406281,0.0005849372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04309698,0.4964087,0.00005416544,0.4455008,0.002998305,0.001642361,0.0005089315,0.0001833871,0.009606349],"genre_scores_gemma":[0.8278831,0.1340703,0.001402728,0.02199018,0.001652548,0.0006709516,0.0005028513,0.0001393341,0.01168801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7847861,"threshold_uncertainty_score":0.9999468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04110473689730424,"score_gpt":0.3930544082005651,"score_spread":0.3519496713032609,"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."}}