{"id":"W4225504465","doi":"","title":"Former 10 000 préposé•es aux bénéficiaires en temps de COVID-19, tout un changement!","year":2021,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Humanities; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Art; Medicine; Virology; Outbreak","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":[0.003332766,0.0005923737,0.0007704793,0.00165405,0.001434079,0.002919733,0.000684654,0.001898954,0.1135414],"category_scores_gemma":[0.01197806,0.0004636881,0.001335079,0.001789105,0.0005491061,0.001939807,0.002334927,0.00317129,0.03696842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001993754,"about_ca_system_score_gemma":0.003766493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02620087,"about_ca_topic_score_gemma":0.02926288,"domain_scores_codex":[0.9970971,0.0006658559,0.0002480396,0.0004000177,0.0009010594,0.000687785],"domain_scores_gemma":[0.9925674,0.001314776,0.0008811001,0.0005210455,0.001578711,0.003136899],"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":[0.001698195,0.0005874647,0.09194719,0.0005412884,0.0001568674,0.0006437075,0.0009195986,0.0002372919,0.001724461,0.006581448,0.5444505,0.350512],"study_design_scores_gemma":[0.000201139,0.0004744112,0.179844,0.000766883,0.0001135784,0.001169707,0.00180695,0.0003490652,0.0006456685,0.002178698,0.8123809,0.00006914405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.315556,0.05001416,0.01138203,0.2164407,0.04881268,0.000827067,0.09828943,0.003502922,0.255175],"genre_scores_gemma":[0.3473986,0.03648121,0.01213113,0.05441141,0.01772327,0.0009398534,0.04347682,0.00158378,0.4858539],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1135414,"threshold_uncertainty_score":0.3798338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08376512826711811,"score_gpt":0.3963438209938135,"score_spread":0.3125786927266954,"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."}}