{"id":"W2570017072","doi":"10.4000/osp.5265","title":"Dimensions traversant le processus décisionnel conduisant à la poursuite d’études en formation professionnelle au Québec et en Ontario : entre expériences passées et espoirs","year":2016,"lang":"fr","type":"article","venue":"L’Orientation scolaire et professionnelle","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski; Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Sociology; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008595722,0.0006124468,0.0006060985,0.0003032823,0.003107056,0.000168077,0.0006923662,0.0007624701,0.001164947],"category_scores_gemma":[0.002595686,0.0004694225,0.0002591819,0.0008176883,0.001292521,0.003855479,0.0002640109,0.000861759,0.0001644197],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001791833,"about_ca_system_score_gemma":0.01732591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07962344,"about_ca_topic_score_gemma":0.465934,"domain_scores_codex":[0.9879395,0.007608133,0.001246532,0.001017998,0.001216126,0.0009716868],"domain_scores_gemma":[0.988194,0.009154132,0.001035549,0.000433112,0.0007295889,0.0004535441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008064846,0.0006858567,0.01656018,0.000135638,0.00007241966,0.0000055455,0.7664894,0.0000625381,0.0006295994,0.2077457,0.003822081,0.003710366],"study_design_scores_gemma":[0.002138892,0.0002093612,0.04569339,0.002669116,0.0001061678,0.00001508293,0.8975502,0.00008189824,0.000504535,0.00808663,0.04223916,0.0007055706],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8099765,0.0006137561,0.004953257,0.1623831,0.006921519,0.001697159,0.00005887619,0.0002079293,0.01318792],"genre_scores_gemma":[0.9583764,0.0008111517,0.002784863,0.001485812,0.0007810657,0.0005871021,0.000149743,0.00006611636,0.03495773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3863106,"threshold_uncertainty_score":0.9997758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0790521984628833,"score_gpt":0.4096201947612311,"score_spread":0.3305679962983478,"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."}}