{"id":"W3161432352","doi":"10.1522/rhe.v4i6.1220","title":"La classe inversée en mode virtuel : portrait d’une formule gagnante","year":2021,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Sainte Foy; Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Art; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003171619,0.0002167874,0.0002811132,0.00009380782,0.0005288923,0.0001063312,0.000263929,0.0003421405,0.0003483489],"category_scores_gemma":[0.002552639,0.0002887139,0.0001938716,0.0007147529,0.0006002949,0.0005877177,0.00003698776,0.0004783898,0.0002144416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009835809,"about_ca_system_score_gemma":0.003199625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002739087,"about_ca_topic_score_gemma":0.002256982,"domain_scores_codex":[0.9964319,0.001811443,0.0004790728,0.0004862267,0.0002559614,0.0005354134],"domain_scores_gemma":[0.9967097,0.00201089,0.0002867294,0.000330239,0.0004260701,0.0002363758],"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":[0.000004860163,0.0004909802,0.005549433,0.0002935761,0.0001035361,0.00002482473,0.3126164,0.0001709415,0.0007043164,0.6364449,0.02279791,0.0207983],"study_design_scores_gemma":[0.00037253,0.00003861036,0.02060452,0.0004613428,0.0001869386,0.0002297853,0.3660476,0.001976884,0.0003630472,0.04717347,0.5620355,0.0005098009],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7443972,0.004730801,0.002789915,0.1497197,0.009088313,0.0003365757,0.00007296305,0.0001137708,0.08875077],"genre_scores_gemma":[0.9359459,0.005008009,0.004495131,0.001289883,0.004897556,0.00008049448,0.000327966,0.00003986575,0.04791519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5892715,"threshold_uncertainty_score":0.9999565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2168515538663035,"score_gpt":0.4527774572610697,"score_spread":0.2359259033947662,"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."}}