{"id":"W3126834678","doi":"10.52358/mm.vi5.173","title":"Le \"projet Up\" : Un dispositif innovant d’aide à la réussite universitaire par l’apprentissage collaboratif en mode hybride","year":2021,"lang":"fr","type":"article","venue":"Médiations et médiatisations","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007368339,0.0007886393,0.0004648487,0.001647459,0.003845454,0.01063397,0.00223264,0.002909888,0.01660515],"category_scores_gemma":[0.007490716,0.0005704644,0.0008551784,0.001682681,0.004142369,0.009769878,0.01070758,0.003069843,0.004570702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002825497,"about_ca_system_score_gemma":0.006115265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004265878,"about_ca_topic_score_gemma":0.004620412,"domain_scores_codex":[0.9936211,0.002817556,0.000263027,0.000963853,0.001624661,0.0007098732],"domain_scores_gemma":[0.9930379,0.001915705,0.0003591747,0.001199953,0.001271938,0.002215272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004976881,0.0007520186,0.0227921,0.001305069,0.0001324739,0.005486774,0.1898508,0.00474088,0.02059382,0.2834124,0.02266409,0.4477721],"study_design_scores_gemma":[0.0001178411,0.001280299,0.01404943,0.001233273,0.0001229267,0.004501323,0.08716291,0.01137863,0.0113859,0.04421887,0.8242717,0.0002768171],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3264277,0.001906582,0.4280726,0.008725265,0.0006259815,0.001009379,0.0002899719,0.002846106,0.2300964],"genre_scores_gemma":[0.6909809,0.001284396,0.1820633,0.001037652,0.0001220308,0.001095694,0.0004015002,0.0006337129,0.1223809],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01660515,"threshold_uncertainty_score":0.05554974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06371787273926952,"score_gpt":0.3660292460833466,"score_spread":0.3023113733440771,"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."}}