{"id":"W1570387837","doi":"","title":"Changement conceptuel et/ou réforme de l'éducation : l'enseignement de la science et de la technologie en contexte de changement de paradigme pédagogique","year":2012,"lang":"fr","type":"book-chapter","venue":"Cairn.info","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Philosophy; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01626335,0.0006538838,0.0006912365,0.002197647,0.007694548,0.01501212,0.001914175,0.004901185,0.005385466],"category_scores_gemma":[0.01815,0.0003302686,0.0005941041,0.002977791,0.0496363,0.01401909,0.006473796,0.007938287,0.0008538484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03123922,"about_ca_system_score_gemma":0.03864432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04510513,"about_ca_topic_score_gemma":0.04016376,"domain_scores_codex":[0.9831791,0.01096478,0.0003413524,0.001124191,0.003187768,0.001202963],"domain_scores_gemma":[0.9874657,0.007592053,0.0009930312,0.001103872,0.001770405,0.001074924],"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":[0.00001830715,0.0000478531,0.0007331523,0.0002106587,0.000005337724,0.0001168865,0.08144573,0.0002544511,0.0002897447,0.8772154,0.006805122,0.0328573],"study_design_scores_gemma":[0.00002529837,0.00008634885,0.002792612,0.0008901568,0.00001182142,0.0002666071,0.05750009,0.0009458263,0.0007733094,0.2363067,0.7003577,0.0000436161],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08923709,0.05363122,0.06480643,0.3191433,0.004064957,0.0004113257,0.00008612216,0.0002066413,0.4684128],"genre_scores_gemma":[0.8552777,0.01787835,0.02074683,0.009338173,0.0007464585,0.0003622977,0.00007055027,0.0001444922,0.09543515],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04510513,"threshold_uncertainty_score":0.2266575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1992087657969425,"score_gpt":0.4682082495410987,"score_spread":0.2689994837441562,"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."}}