{"id":"W2791778108","doi":"10.7202/1043501ar","title":"Hiérarchisations linguistiques et émergence de fragilités psychosociales","year":2018,"lang":"fr","type":"article","venue":"Minorités linguistiques et société","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003825599,0.0005537154,0.000664648,0.0002186995,0.00247935,0.0004257476,0.0008359327,0.0008286819,0.002823704],"category_scores_gemma":[0.005666071,0.0006872536,0.0004104484,0.0009186242,0.002527583,0.000362301,0.0001534832,0.001011348,0.0004295394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008154451,"about_ca_system_score_gemma":0.002834646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1815415,"about_ca_topic_score_gemma":0.3481559,"domain_scores_codex":[0.9938689,0.001889175,0.001089711,0.0009379158,0.0008803216,0.001333908],"domain_scores_gemma":[0.9954925,0.0007445166,0.0005477657,0.0006016249,0.001964391,0.0006491951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002810299,0.0003998732,0.03034423,0.0002207191,0.00007848712,0.00001232134,0.3877336,0.000002288995,0.00002977149,0.5504106,0.01877829,0.01196174],"study_design_scores_gemma":[0.0003918789,0.0004357932,0.02163801,0.0003700331,0.0001794062,0.000006197657,0.0222568,0.0001873606,0.0002116002,0.3407029,0.6127294,0.0008906057],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5470101,0.03678283,0.004050048,0.02103769,0.01991235,0.001010975,0.000287955,0.000755722,0.3691523],"genre_scores_gemma":[0.872994,0.02027464,0.01728388,0.006429843,0.02693017,0.00009364617,0.0001043073,0.0001002888,0.0557892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5939512,"threshold_uncertainty_score":0.9995579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07280229451685731,"score_gpt":0.4571968944802767,"score_spread":0.3843945999634194,"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."}}