{"id":"W4390033193","doi":"10.52358/mm.vi13.389","title":"La diversité des pratiques interactives à distance des étudiants : enjeu ou menace pour l’institution universitaire?","year":2023,"lang":"fr","type":"article","venue":"Médiations et médiatisations","topic":"Educational Technology in Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; 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":[0.0009112439,0.0003543528,0.000267748,0.0008097031,0.002155236,0.0004303662,0.0008453768,0.000325316,0.0002612793],"category_scores_gemma":[0.00217574,0.0004539415,0.00014593,0.00327249,0.001257168,0.00568356,0.0004989287,0.0006993017,0.001274405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001118968,"about_ca_system_score_gemma":0.001619953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002455725,"about_ca_topic_score_gemma":0.0009483654,"domain_scores_codex":[0.9968852,0.0009310822,0.0004488141,0.0006941013,0.0004113855,0.0006294147],"domain_scores_gemma":[0.9958676,0.002287387,0.000382459,0.0006203894,0.0006496235,0.00019257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000004454657,0.0003544817,0.09212437,0.00006838002,0.000169325,0.00004328746,0.02203177,0.009475792,0.0001184426,0.8409709,0.01518012,0.01945867],"study_design_scores_gemma":[0.0007770193,0.000131152,0.8031181,0.0005107264,0.0001580619,0.00007892457,0.02379031,0.02919934,0.0002372758,0.09247764,0.04877926,0.0007422044],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3114127,0.0025246,0.5711512,0.07030567,0.001878136,0.0007708415,0.0004546295,0.001751079,0.03975115],"genre_scores_gemma":[0.9253011,0.002764666,0.05618159,0.000179437,0.0001428594,0.0001045715,0.0001720651,0.00003553963,0.01511818],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7484933,"threshold_uncertainty_score":0.9997912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04792706667255824,"score_gpt":0.3193012406889385,"score_spread":0.2713741740163803,"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."}}