{"id":"W3119275287","doi":"10.18162/ritpu-2020-v17n3-06","title":"Quand flexibilité, structuration et variété s’articulent pour maintenir l’engagement des étudiants : récit d’expérience de la transformation d’un dispositif pédagogique à destination d’enseignants en formation initiale","year":2020,"lang":"fr","type":"article","venue":"Revue internationale des technologies en pédagogie universitaire","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004219517,0.0003776414,0.0003279124,0.001010827,0.004209843,0.00875805,0.0007365387,0.001814851,0.009988544],"category_scores_gemma":[0.006928749,0.0002790236,0.0005011645,0.001051686,0.007489305,0.007969244,0.006468382,0.002277352,0.001512727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003309095,"about_ca_system_score_gemma":0.004165034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005807637,"about_ca_topic_score_gemma":0.009378775,"domain_scores_codex":[0.9959853,0.001997168,0.0001413507,0.0005404091,0.0008275789,0.0005081474],"domain_scores_gemma":[0.9968227,0.001405314,0.0004343472,0.0003932225,0.0004130584,0.0005313363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000134957,0.0001381872,0.03099378,0.0003333322,0.00003230703,0.0009300336,0.7339894,0.0004221189,0.005546255,0.1366446,0.002782548,0.08805244],"study_design_scores_gemma":[0.00002810525,0.0003174876,0.04134553,0.0004855277,0.00005012931,0.001127363,0.5718433,0.001378727,0.003423723,0.04054521,0.3393567,0.00009809351],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7794319,0.001539722,0.03812323,0.008734743,0.0002290211,0.0001959585,0.0001445919,0.0001983241,0.1714025],"genre_scores_gemma":[0.9758027,0.0004339875,0.005363842,0.000319749,0.00002189092,0.0001012442,0.00005223548,0.00007275843,0.01783168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009988544,"threshold_uncertainty_score":0.03341502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04994890012794535,"score_gpt":0.3072149290090898,"score_spread":0.2572660288811444,"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."}}