{"id":"W4200321844","doi":"10.46827/ejes.v8i12.4054","title":"CONCEPTION D’UN LIVRE NUMÉRIQUE SUR LES CIRCUITS ÉLECTRIQUES ET FORMATION DES ENSEIGNANTS / DESIGN OF A NUMERIC BOOK ON ELECTRIC CIRCUITS AND TEACHER EDUCATION","year":2021,"lang":"fr","type":"article","venue":"European Journal of Education Studies","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001100533,0.0006276796,0.0006378338,0.001177624,0.0007330103,0.002970992,0.001493411,0.001652433,0.02374805],"category_scores_gemma":[0.00291915,0.0004990895,0.0005967037,0.0009373878,0.002405029,0.003603887,0.00117229,0.001856671,0.004583742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002002996,"about_ca_system_score_gemma":0.00173248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00257652,"about_ca_topic_score_gemma":0.002771617,"domain_scores_codex":[0.9993572,0.0001695375,0.000042338,0.0001361814,0.0002573479,0.00003747782],"domain_scores_gemma":[0.9989105,0.0006285132,0.00004816835,0.0001248984,0.0002466103,0.00004121826],"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":[0.00002842021,0.00002883867,0.0003231776,0.0003942315,0.000008634283,0.0001064131,0.0008081075,0.02516392,0.003640318,0.8697422,0.01464172,0.08511405],"study_design_scores_gemma":[0.00001995012,0.00009670915,0.0005736991,0.0003499217,0.00001321977,0.0002934829,0.000417826,0.05603769,0.006234352,0.2412393,0.694676,0.00004775736],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005003361,0.005918138,0.8589984,0.003631803,0.00142639,0.0001514119,0.0002141937,0.0005019137,0.1241544],"genre_scores_gemma":[0.1193493,0.01382324,0.4538723,0.001253641,0.001219203,0.0007943444,0.0004380658,0.0007947419,0.4084552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02374805,"threshold_uncertainty_score":0.07944512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1821738781253572,"score_gpt":0.3723178602807481,"score_spread":0.190143982155391,"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."}}