{"id":"W4400456113","doi":"10.1522/rhe.v8i3.1491","title":"Cadre de référence réflexif pour élaborer, implanter et évaluer un dispositif de reconnaissance d’acquis et de compétences : l’apport d’ordres professionnels québécois","year":2024,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Political science; Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009321025,0.0003449785,0.0003605456,0.0001610274,0.0007142285,0.0002674725,0.0005158111,0.0003341585,0.0004756397],"category_scores_gemma":[0.00154917,0.000381933,0.0001947367,0.0006246148,0.0007692104,0.0006927075,0.00005174478,0.0007101148,0.0001157956],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001652737,"about_ca_system_score_gemma":0.01004059,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02379563,"about_ca_topic_score_gemma":0.007050043,"domain_scores_codex":[0.9942197,0.003188437,0.0006251949,0.0007087271,0.0002838274,0.0009741647],"domain_scores_gemma":[0.9958933,0.002802736,0.0003228045,0.0003280347,0.0002996945,0.0003534491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001747228,0.0003509157,0.06638014,0.000783123,0.000152192,0.00003798899,0.5765766,0.0002207217,0.0009042032,0.3002921,0.03387493,0.02040958],"study_design_scores_gemma":[0.0003693952,0.0001219569,0.3130158,0.005907068,0.0003880899,0.0009520095,0.3831048,0.004925961,0.001077516,0.1670489,0.1218623,0.001226146],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7983693,0.009526502,0.00743374,0.1683705,0.006377434,0.0004651283,0.0001613563,0.0001977138,0.00909831],"genre_scores_gemma":[0.9627339,0.006048521,0.01117465,0.004622729,0.003965692,0.0002565168,0.0002129252,0.00005638807,0.01092869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2466357,"threshold_uncertainty_score":0.9998633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2035459798139161,"score_gpt":0.4647798616807255,"score_spread":0.2612338818668094,"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."}}