{"id":"W3200783061","doi":"10.7202/1080655ar","title":"Le constructivisme en didactique des sciences","year":2021,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Humanities; 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":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.002408644,0.0001803052,0.0002133132,0.0001244465,0.002320344,0.0003507469,0.0004001873,0.0002041802,0.007831784],"category_scores_gemma":[0.001503869,0.000212377,0.0001106319,0.002357436,0.005326029,0.001240207,0.0000534369,0.0003430818,0.0009992042],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003914739,"about_ca_system_score_gemma":0.02374445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009244287,"about_ca_topic_score_gemma":0.01264323,"domain_scores_codex":[0.9963467,0.001697893,0.0003203291,0.0005744537,0.0005195199,0.0005410727],"domain_scores_gemma":[0.9978911,0.0009702894,0.0001802793,0.0002744163,0.0004250753,0.0002587948],"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":[0.00000224614,0.0003662456,0.004863155,0.00003405621,0.00001498624,0.000003816118,0.1853831,0.00007627804,0.0005429031,0.7597166,0.01201583,0.03698071],"study_design_scores_gemma":[0.0002455737,0.0000449139,0.02219623,0.0000979849,0.00001451632,0.00005687579,0.2240341,0.000071325,0.002341691,0.08657205,0.6639782,0.0003464718],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3458716,0.005796538,0.001770189,0.1210309,0.02317351,0.000160142,0.00001313694,0.00006736067,0.5021166],"genre_scores_gemma":[0.9357978,0.001759194,0.004016908,0.002877961,0.001073401,0.000026782,0.000009405279,0.00001438488,0.05442415],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6731446,"threshold_uncertainty_score":0.9997786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08216972530463405,"score_gpt":0.4024087150022868,"score_spread":0.3202389896976527,"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."}}