{"id":"W4286663069","doi":"10.3917/edpe.219.0071","title":"Enseignement supérieur et numérique : un changement paradigmatique","year":2019,"lang":"fr","type":"article","venue":"Éducation Permanente","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01032236,0.0006156482,0.0007646537,0.003193818,0.003743937,0.01150804,0.002196084,0.002950904,0.006534403],"category_scores_gemma":[0.01279594,0.0003770124,0.0008822624,0.003619165,0.03752068,0.0193253,0.006112523,0.005668325,0.000978153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01056382,"about_ca_system_score_gemma":0.008886541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008750967,"about_ca_topic_score_gemma":0.006673055,"domain_scores_codex":[0.9877471,0.00719247,0.0004860669,0.001926956,0.002067692,0.0005797189],"domain_scores_gemma":[0.9861627,0.008531808,0.001087514,0.001922652,0.001507475,0.0007877747],"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":[0.00000961223,0.000006608752,0.0002205174,0.00003738953,0.000001864858,0.00001735351,0.002965785,0.00014481,0.00005484325,0.9898598,0.000343197,0.00633822],"study_design_scores_gemma":[0.00001469885,0.00003003864,0.001019294,0.0002594806,0.000007196866,0.0001448792,0.00389699,0.001531558,0.0002498189,0.8574703,0.1353535,0.00002228747],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06752163,0.01609222,0.3810616,0.06659738,0.001178462,0.0001979768,0.0002420368,0.000253924,0.4668548],"genre_scores_gemma":[0.808955,0.008456372,0.1264631,0.002269204,0.0008268129,0.0006348043,0.0001496524,0.0003253535,0.05191973],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01150804,"threshold_uncertainty_score":0.07664627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1303246548741756,"score_gpt":0.4218681210561462,"score_spread":0.2915434661819706,"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."}}