{"id":"W6930602715","doi":"10.5281/zenodo.14529234","title":"Guide pratique pour enseigner en formation à distance : concevoir, migrer ou reprendre un cours (Guide FAD)","year":2025,"lang":"fr","type":"other","venue":"Open MIND","topic":"Model Reduction and Neural Networks","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"UTC offset; Subject (documents); Robustness (evolution)","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":[0.002547289,0.0009123273,0.0004311333,0.00153931,0.002267054,0.00521269,0.001390739,0.004861451,0.06346799],"category_scores_gemma":[0.007462155,0.0004728643,0.0005892557,0.0007483713,0.002310657,0.004549626,0.00373839,0.003454413,0.05547018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003401636,"about_ca_system_score_gemma":0.00612422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02429296,"about_ca_topic_score_gemma":0.04694132,"domain_scores_codex":[0.9982248,0.0005735723,0.0001074015,0.0002260825,0.0006574083,0.0002106151],"domain_scores_gemma":[0.9970183,0.0008199496,0.0001347669,0.0002079933,0.001276904,0.0005421286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000429544,0.00006843349,0.000438755,0.000271518,0.000005710967,0.0002223718,0.009206476,0.0004515292,0.001302007,0.05546759,0.69951,0.2330127],"study_design_scores_gemma":[0.000003604366,0.00001563096,0.0002004173,0.0001098056,0.000001224454,0.0001282674,0.0008979539,0.00008967622,0.0002259811,0.00365487,0.9946609,0.00001165053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007666326,0.01480044,0.1862803,0.06788315,0.008547325,0.000851563,0.002637637,0.01179949,0.6995338],"genre_scores_gemma":[0.02451425,0.005793336,0.06535573,0.007468141,0.0005451655,0.0004179596,0.000928625,0.001399329,0.8935775],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06346799,"threshold_uncertainty_score":0.2123216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01779054433256289,"score_gpt":0.2988121844748697,"score_spread":0.2810216401423068,"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."}}