{"id":"W3199795014","doi":"10.7202/1077955ar","title":"Employabilité, insertion et transfert des apprentissages","year":2021,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université de Sherbrooke","funders":"","keywords":"Political science; Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001694354,0.0003373342,0.0003221445,0.0001801779,0.000307628,0.0001668512,0.0001878939,0.0003712106,0.03499253],"category_scores_gemma":[0.0001943451,0.0004032215,0.0001748265,0.0007273694,0.0002196766,0.0005195982,0.00003068331,0.0004841163,0.004682359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003176478,"about_ca_system_score_gemma":0.0009851794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002617564,"about_ca_topic_score_gemma":0.001584936,"domain_scores_codex":[0.996414,0.001336595,0.0006625378,0.0006513864,0.0004233992,0.0005120888],"domain_scores_gemma":[0.9984688,0.0002633211,0.0001396738,0.0005506582,0.0004247148,0.0001528506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001683689,0.002750423,0.04930972,0.0009181904,0.0003316933,0.00002941285,0.3126258,0.000571123,0.005502516,0.006620375,0.07599162,0.5451807],"study_design_scores_gemma":[0.001440515,0.0001050411,0.5640672,0.0003099743,0.00007130882,0.0000486669,0.003740479,0.0001445275,0.002473063,0.003619447,0.4235395,0.0004402566],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.902731,0.01178271,0.004605346,0.01291016,0.0106524,0.0004199994,0.00003677675,0.0001190137,0.05674259],"genre_scores_gemma":[0.8671274,0.002053292,0.001347588,0.002173563,0.0005255775,0.0001819433,0.0008017899,0.00007024883,0.1257186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5447405,"threshold_uncertainty_score":0.999842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06109367335255325,"score_gpt":0.3695857064844981,"score_spread":0.3084920331319448,"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."}}