{"id":"W4375936313","doi":"10.7202/1098358ar","title":"[ Sans Titre - No Title ]Mesny, A., Pastoriza Rivas, D. et Poisson-de Haro, S. (2021). Parcours pédagogiques d’enseignantes et d’enseignants à l’université. JFD Éditions","year":2022,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Poisson distribution; Philosophy; Mathematics; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002118836,0.001713798,0.001453353,0.004904707,0.002612324,0.007421514,0.00317363,0.003023196,0.1583774],"category_scores_gemma":[0.01509582,0.0007024914,0.001101211,0.008852341,0.002261509,0.009399829,0.002660453,0.006469283,0.1303925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003885259,"about_ca_system_score_gemma":0.00528304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0324893,"about_ca_topic_score_gemma":0.04156438,"domain_scores_codex":[0.9972874,0.000407536,0.0002574544,0.0003532913,0.001484634,0.000209649],"domain_scores_gemma":[0.9881254,0.00245532,0.000993941,0.0006760387,0.007255148,0.0004940798],"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":[0.00001953528,0.000007935507,0.0001460754,0.0004358148,0.000007368128,0.00002275933,0.0002782484,0.00001907949,0.0000898701,0.006638957,0.9667935,0.02554094],"study_design_scores_gemma":[0.000003306503,0.000007251058,0.0004179199,0.0006990157,0.000005370152,0.00006020096,0.0001832077,0.00001212411,0.00007003989,0.0008724012,0.9976594,0.00000972524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008399441,0.2440596,0.003683746,0.1293119,0.2327472,0.0001629774,0.009082812,0.0007615321,0.3793502],"genre_scores_gemma":[0.01508946,0.2439992,0.003959107,0.03237796,0.04668549,0.0004567993,0.01027609,0.001349982,0.645806],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1583774,"threshold_uncertainty_score":0.5298253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4162866206287169,"score_gpt":0.465015445176332,"score_spread":0.04872882454761512,"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."}}