{"id":"W2803136149","doi":"10.4000/rechercheformation.2150","title":"« Transitions professionnelles »","year":2013,"lang":"fr","type":"article","venue":"Recherche & formation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Philosophy; Lexicon; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003327344,0.0003531079,0.0002001993,0.0008555586,0.00642394,0.006113532,0.0007968788,0.002478768,0.01942908],"category_scores_gemma":[0.006128445,0.0002016946,0.0004341897,0.0009694503,0.01097294,0.006192433,0.006631541,0.006276879,0.004225907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005424782,"about_ca_system_score_gemma":0.01086918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01261648,"about_ca_topic_score_gemma":0.01767085,"domain_scores_codex":[0.9926806,0.003709609,0.000191699,0.0006801924,0.001130087,0.00160773],"domain_scores_gemma":[0.9944966,0.001380889,0.000617176,0.0002926867,0.0007262107,0.002486279],"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":[0.00007666746,0.000144157,0.003140281,0.0002345333,0.00000637671,0.0005523058,0.09372884,0.0001420062,0.0005929226,0.7336125,0.05949593,0.1082736],"study_design_scores_gemma":[0.00001258282,0.00005681476,0.003288374,0.000240764,0.00000173231,0.0003824644,0.04382894,0.000102303,0.000170136,0.0425527,0.9093411,0.00002207944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07737632,0.007953602,0.01318109,0.1324261,0.005907797,0.00024181,0.0002725529,0.0003761394,0.7622646],"genre_scores_gemma":[0.7526446,0.003707436,0.004719186,0.0188264,0.001335689,0.0003729723,0.0001599883,0.0001292743,0.2181044],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01942908,"threshold_uncertainty_score":0.06499678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7025777172323133,"score_gpt":0.5486267659602148,"score_spread":0.1539509512720986,"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."}}