{"id":"W1993827951","doi":"10.3917/cnx.081.0025","title":"L'approche par compétences en éducation : un amalgame paradigmatique","year":2004,"lang":"fr","type":"article","venue":"Connexions","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002274571,0.0002034788,0.0002363817,0.00007659743,0.001166274,0.00007503035,0.0003987601,0.0003332642,0.0006134235],"category_scores_gemma":[0.001434875,0.0002251536,0.0001247854,0.0005256248,0.00231357,0.0003678454,0.00002774083,0.0003433616,0.0005117356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003621993,"about_ca_system_score_gemma":0.001650051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001020789,"about_ca_topic_score_gemma":0.0004043322,"domain_scores_codex":[0.9974562,0.001063914,0.0003914998,0.0003765562,0.0002380742,0.0004737694],"domain_scores_gemma":[0.9969662,0.002150245,0.0002119406,0.0002355495,0.0002181325,0.00021792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[9.240701e-7,0.0002138799,0.0008461021,0.0000203853,0.0000434318,5.19882e-7,0.1993078,0.0001246417,0.00002320535,0.7960123,0.001307238,0.002099648],"study_design_scores_gemma":[0.0003882321,0.0000815102,0.01615229,0.000180124,0.00009318361,0.00001158907,0.2892809,0.0000488964,0.0001059771,0.5531223,0.140141,0.0003940252],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4184716,0.006203055,0.0112242,0.4614138,0.01140523,0.0007060785,0.00004377876,0.0002076865,0.09032461],"genre_scores_gemma":[0.9779177,0.002031411,0.01236513,0.00127696,0.003652099,0.0001287485,0.00008386139,0.00001890781,0.002525156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5594462,"threshold_uncertainty_score":0.9181497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1786089397224324,"score_gpt":0.434555262733984,"score_spread":0.2559463230115516,"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."}}