{"id":"W4396664686","doi":"10.37571/2024.0206","title":"Former à la démarche scientifique grâce à la pédagogie active et la formation par la recherche : cas d’une Unité d’Enseignement de chimie expérimentale","year":2024,"lang":"fr","type":"article","venue":"Didactique","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03391036,0.0005944734,0.0009028827,0.001828703,0.00589161,0.01061962,0.003420751,0.003679814,0.02499061],"category_scores_gemma":[0.05964451,0.0007890787,0.000928748,0.002360903,0.009689963,0.007312771,0.01217364,0.004046822,0.004681549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009178911,"about_ca_system_score_gemma":0.01645096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007077672,"about_ca_topic_score_gemma":0.007398596,"domain_scores_codex":[0.9666924,0.01967773,0.001230826,0.003514321,0.006658003,0.002226609],"domain_scores_gemma":[0.9083273,0.0500092,0.005106028,0.01559704,0.01101333,0.009947132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.002648366,0.002823713,0.03136601,0.002453392,0.0001418246,0.00136715,0.196749,0.001818233,0.02248713,0.4990664,0.01605336,0.2230255],"study_design_scores_gemma":[0.0006810005,0.004374783,0.0946638,0.002244257,0.0002316271,0.001133312,0.08881916,0.006015579,0.04324506,0.1127889,0.6454311,0.0003714178],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6412569,0.004325482,0.0623022,0.01371969,0.0007932458,0.002417746,0.0005331984,0.0008519397,0.2737997],"genre_scores_gemma":[0.8843659,0.001191998,0.03928418,0.001383618,0.0001580451,0.00275521,0.000331562,0.0002680215,0.07026151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03391036,"threshold_uncertainty_score":0.1793373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3251957109261692,"score_gpt":0.4947636035058673,"score_spread":0.1695678925796981,"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."}}