{"id":"W2118979154","doi":"10.7202/1002166ar","title":"La construction du sens autour de la notion de compétence dans des dispositifs universitaires en alternance","year":2011,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Competency Development and Evaluation","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001534857,0.0002252895,0.0001813526,0.0001227245,0.0002785487,0.00005386465,0.000214269,0.0003004578,0.001563926],"category_scores_gemma":[0.0001411303,0.0002816969,0.00007821443,0.0003242703,0.0005569476,0.0004083596,0.0000383,0.000335149,0.0005052601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009795299,"about_ca_system_score_gemma":0.0008264785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003927881,"about_ca_topic_score_gemma":0.0007742521,"domain_scores_codex":[0.9967442,0.002019476,0.000305624,0.000366904,0.0001828227,0.0003809711],"domain_scores_gemma":[0.9987602,0.0004655605,0.0002308816,0.0002587442,0.0001647697,0.0001198866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001957385,0.0009798863,0.3246615,0.0001873555,0.0001807425,0.00009453007,0.4846481,0.0005855167,0.005632334,0.05721585,0.006777139,0.1188412],"study_design_scores_gemma":[0.0008744401,0.00007136867,0.9552885,0.0002625136,0.00008867735,0.0004446508,0.01415359,0.001800796,0.001253708,0.01779778,0.007650497,0.0003134889],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8190486,0.000502278,0.07938821,0.002145327,0.004524712,0.0002195783,0.00002101577,0.00009237423,0.09405795],"genre_scores_gemma":[0.9786649,0.0007951827,0.01710534,0.000156603,0.0003075428,0.00002571933,0.00004614357,0.00002966921,0.002868864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.630627,"threshold_uncertainty_score":0.9999635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02191328120457403,"score_gpt":0.2943497320816928,"score_spread":0.2724364508771188,"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."}}