{"id":"W3027720564","doi":"10.52358/mm.vi3.109","title":"La classe virtuelle synchrone à l'université, un levier de transformation de la professionnalité enseignante?","year":2020,"lang":"fr","type":"article","venue":"Médiations et médiatisations","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004198187,0.0002741016,0.0002850821,0.0001579583,0.001911415,0.0001515577,0.0003490315,0.0005964972,0.001436603],"category_scores_gemma":[0.001988213,0.0003378876,0.0002060132,0.001131025,0.001214932,0.0009339261,0.00003750638,0.0007391208,0.0002326334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006128621,"about_ca_system_score_gemma":0.003057949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005851865,"about_ca_topic_score_gemma":0.0001404231,"domain_scores_codex":[0.9916204,0.006495373,0.0005607933,0.0003737764,0.0003976668,0.0005519768],"domain_scores_gemma":[0.9939979,0.004793325,0.0003260488,0.00020828,0.0002600929,0.0004143661],"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":[0.000004703308,0.0002859347,0.006236102,0.00006405394,0.0001034876,0.000002631047,0.3079599,0.001127369,0.0001725647,0.6661581,0.006894017,0.01099113],"study_design_scores_gemma":[0.001446687,0.0001109248,0.1100536,0.0002249776,0.0004427209,0.00002190188,0.2587649,0.008046814,0.0001021064,0.01829352,0.6017704,0.0007214373],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.233773,0.006041457,0.1471317,0.4343137,0.001678951,0.001398689,0.0006454253,0.0004430058,0.1745741],"genre_scores_gemma":[0.9749774,0.005651322,0.0100864,0.004266407,0.001217308,0.0001495245,0.0003069744,0.00004392252,0.00330068],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7412045,"threshold_uncertainty_score":0.9999073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1136129062626469,"score_gpt":0.3966428201057786,"score_spread":0.2830299138431317,"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."}}