{"id":"W3085598166","doi":"10.4000/osp.12368","title":"Transitions psychosociales complexes et processus d’intervention en orientation : le cas de migrants travailleurs qualifiés au Québec","year":2020,"lang":"fr","type":"article","venue":"L’Orientation scolaire et professionnelle","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton; Université Laval","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003545291,0.0002717781,0.0003875507,0.0007746599,0.006748128,0.003605809,0.0007729196,0.0009098623,0.00354351],"category_scores_gemma":[0.005573828,0.0001910056,0.0002635743,0.001250833,0.004307203,0.001382404,0.002699106,0.001571774,0.0001512751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01799553,"about_ca_system_score_gemma":0.0314687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6956491,"about_ca_topic_score_gemma":0.8681985,"domain_scores_codex":[0.9978797,0.001043627,0.000048332,0.0001628013,0.0001690484,0.0006965587],"domain_scores_gemma":[0.9972472,0.0008597975,0.0004183582,0.0001034217,0.0004570912,0.0009141601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002885514,0.000453645,0.1811208,0.0003581538,0.00005414544,0.0008807303,0.7462251,0.0002853343,0.001005923,0.007694081,0.002166705,0.05946689],"study_design_scores_gemma":[0.00002362291,0.0001429423,0.2721336,0.0003524255,0.00003757636,0.000111555,0.7153662,0.0002687072,0.0002362766,0.001306092,0.009989992,0.0000309629],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893233,0.0006879646,0.000502984,0.003897505,0.00003614498,0.00007699215,0.00005711212,0.000005978171,0.005412159],"genre_scores_gemma":[0.9966258,0.0003843664,0.0004188466,0.0002912354,0.000007117099,0.00007740431,0.0000417959,0.000003712003,0.002149859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3043509,"threshold_uncertainty_score":0.6122864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1775409692909335,"score_gpt":0.4905680410230009,"score_spread":0.3130270717320675,"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."}}