{"id":"W2099180591","doi":"10.7202/012087ar","title":"Contribution critique au développement des programmes d’études : compétences, constructivisme et interdisciplinarité","year":2006,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Sociology; Political science; Philosophy","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","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.008168478,0.0002562624,0.0002828577,0.0001765449,0.003424986,0.0003713672,0.0004784892,0.0002407933,0.00008642708],"category_scores_gemma":[0.001141603,0.0002797828,0.0001274613,0.001169574,0.01731113,0.0010603,0.00006545407,0.0002588314,0.00002961702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002678531,"about_ca_system_score_gemma":0.003124247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008671939,"about_ca_topic_score_gemma":0.01601198,"domain_scores_codex":[0.9959582,0.001630976,0.0005634238,0.0005812777,0.0003755173,0.0008906056],"domain_scores_gemma":[0.9974095,0.001145108,0.0003707601,0.0001626993,0.0007424178,0.0001695215],"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":[0.00000263254,0.0003463687,0.05442004,0.000133176,0.00001765896,7.667352e-7,0.130669,0.0001724472,0.00009516834,0.8027865,0.0004202163,0.01093604],"study_design_scores_gemma":[0.0002619811,0.0002658633,0.1096589,0.0007835976,0.00007613566,0.00008699576,0.2896734,0.001031221,0.0001428212,0.5876777,0.009876015,0.0004653793],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8812181,0.003541376,0.02147346,0.064514,0.004751206,0.0006199938,0.0000280825,0.0001130946,0.02374063],"genre_scores_gemma":[0.9418112,0.0008818081,0.05362706,0.0002312118,0.002155153,0.0001526417,0.0001018525,0.00001333461,0.001025725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2151089,"threshold_uncertainty_score":0.9999654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4215796853833134,"score_gpt":0.5252766035024613,"score_spread":0.1036969181191479,"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."}}