{"id":"W4321513675","doi":"10.7202/1096799ar","title":"INTRODUCTION. CHANGEMENT DE PARADIGME : COMPRENDRE LE MONDE POST-COVID-19","year":2023,"lang":"fr","type":"article","venue":"Canadian social work review","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Humanities; Sociology; Political science; Art; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002057698,0.0002700075,0.0005312346,0.00009650874,0.003392817,0.0001485607,0.000734208,0.0002752802,0.005681236],"category_scores_gemma":[0.0007789772,0.0003207057,0.0003408715,0.006697165,0.0009608796,0.0002633934,0.00006607204,0.000335592,0.002448502],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003161705,"about_ca_system_score_gemma":0.00679334,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5789367,"about_ca_topic_score_gemma":0.69552,"domain_scores_codex":[0.996151,0.0006787675,0.0004086458,0.0005760423,0.0006055355,0.001580013],"domain_scores_gemma":[0.9974688,0.0001114621,0.0002621118,0.0002469426,0.0001256949,0.001784963],"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":[0.000001517663,0.00001386568,0.0004542269,0.0004240977,0.0000283709,0.0000383695,0.009106711,0.000004967189,5.899179e-7,0.07692801,0.8393601,0.07363924],"study_design_scores_gemma":[0.0001064461,0.00001835676,0.003705205,0.0004407584,0.00007356684,0.000002334878,0.005275392,0.000003801934,1.950304e-7,0.002476112,0.9875419,0.0003559234],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0006589997,0.2663935,0.000009302102,0.7174149,0.003056203,0.0006276923,0.00015968,0.00008990834,0.0115898],"genre_scores_gemma":[0.01883772,0.5336462,0.0001222714,0.1108165,0.02223524,0.0003787955,0.0001712222,0.00008322069,0.3137088],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6065984,"threshold_uncertainty_score":0.9999245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0581650058218221,"score_gpt":0.3329742817170845,"score_spread":0.2748092758952624,"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."}}