{"id":"W1873152437","doi":"10.7202/011412ar","title":"Mercier, A., Lemoyne, G. et Rouchier, A. (dir.) (2001). Le génie didactique. Usages et mésusages des théories de l’enseignement. Bruxelles : De Boeck.","year":2003,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; 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","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.009453826,0.0003971173,0.0003525114,0.000262406,0.003971073,0.001125646,0.0007887598,0.0002994227,0.0009211255],"category_scores_gemma":[0.003824267,0.0004318949,0.0001871471,0.001725948,0.005289576,0.003103374,0.00007529026,0.0005136641,0.00009446099],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002227472,"about_ca_system_score_gemma":0.01069289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0394447,"about_ca_topic_score_gemma":0.03582462,"domain_scores_codex":[0.9935179,0.003122542,0.000551113,0.0006678303,0.0006063184,0.001534267],"domain_scores_gemma":[0.9964155,0.001825144,0.000545756,0.0003680483,0.0003624717,0.0004831026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001519334,0.0008556095,0.0193692,0.0003354276,0.00006774598,0.00000714868,0.3443108,0.002270962,0.00125501,0.5602283,0.06588819,0.005396421],"study_design_scores_gemma":[0.0002858157,0.0003313797,0.03949446,0.0005211142,0.0001819094,0.0002873516,0.2026804,0.0005247687,0.002181294,0.2607027,0.49196,0.0008488615],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6448442,0.06374552,0.003582067,0.05747828,0.002705486,0.0004583032,0.00003612791,0.0001105171,0.2270395],"genre_scores_gemma":[0.8649383,0.05280573,0.03373678,0.002698989,0.0005934197,0.00008909444,0.00001821692,0.00004050411,0.04507899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4260718,"threshold_uncertainty_score":0.9999922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2434187181618794,"score_gpt":0.4497276949376303,"score_spread":0.2063089767757509,"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."}}