{"id":"W2464440202","doi":"10.4000/osp.4984","title":"Entre attentes et réalité : la construction de l’identité professionnelle des diplômé.e.s de la formation professionnelle et technique","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":"Natural Sciences and Engineering Research Council of Canada; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01444247,0.0005370571,0.0004776822,0.0003221813,0.002800468,0.0002173133,0.0005327624,0.001094436,0.0013742],"category_scores_gemma":[0.003136617,0.000448441,0.0002538913,0.001045925,0.002691871,0.003576124,0.0002543014,0.0009668504,0.0001429172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00093982,"about_ca_system_score_gemma":0.002666446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004205205,"about_ca_topic_score_gemma":0.0004156245,"domain_scores_codex":[0.9798356,0.01640569,0.001120766,0.0008085695,0.0008149326,0.001014403],"domain_scores_gemma":[0.9910347,0.00635151,0.001037378,0.000439821,0.0007280397,0.0004085823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008953871,0.0009834556,0.08682644,0.0006520711,0.00008880343,0.00001143224,0.332072,0.00003188999,0.008616845,0.5466678,0.0158872,0.008072503],"study_design_scores_gemma":[0.002269424,0.0001599712,0.04152736,0.007644723,0.0001430599,0.0001527272,0.7732749,0.0001543724,0.005365083,0.1560664,0.01237736,0.0008646756],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6580195,0.001205136,0.1763967,0.1241336,0.008053795,0.003374072,0.00009937738,0.0005825657,0.0281352],"genre_scores_gemma":[0.942651,0.003381026,0.0284743,0.001142593,0.0009698088,0.001456919,0.0001567386,0.00009295724,0.02167468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4412028,"threshold_uncertainty_score":0.9997967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07790338043331504,"score_gpt":0.4438309546852781,"score_spread":0.3659275742519631,"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."}}