{"id":"W574034776","doi":"10.4000/osp.4590","title":"La formation professionnelle au Québec : le regard des élèves","year":2015,"lang":"fr","type":"article","venue":"L’Orientation scolaire et professionnelle","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Sociology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008306048,0.0003488379,0.0003627946,0.0001788574,0.003189127,0.0001198593,0.0004081941,0.0005939215,0.0002971521],"category_scores_gemma":[0.002705873,0.0003451004,0.000154143,0.0009896307,0.002133716,0.003127615,0.0001415531,0.0006454635,0.0003007576],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001313649,"about_ca_system_score_gemma":0.01020213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02459797,"about_ca_topic_score_gemma":0.04051095,"domain_scores_codex":[0.9912671,0.005870181,0.0008213313,0.0005610479,0.0007830698,0.0006972709],"domain_scores_gemma":[0.9957188,0.001859972,0.0006505714,0.0003415939,0.000937877,0.0004912183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004315451,0.0005581153,0.02184131,0.0002342588,0.00003714909,0.000002208101,0.8075662,0.00007671359,0.00004038164,0.1208971,0.03698707,0.01171635],"study_design_scores_gemma":[0.001293983,0.0001191635,0.01872742,0.0008717919,0.00004923526,0.000009528565,0.902538,0.0002268124,0.0001744881,0.02061169,0.05496877,0.0004090953],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8071065,0.002452616,0.007369439,0.1052486,0.01401423,0.001185842,0.00001612818,0.0002403141,0.06236627],"genre_scores_gemma":[0.9498221,0.0002968657,0.004865727,0.0006811358,0.002125536,0.0003307097,0.0001475733,0.00005002919,0.04168031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1427156,"threshold_uncertainty_score":0.9999001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.230276834364109,"score_gpt":0.468755762230134,"score_spread":0.238478927866025,"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."}}