{"id":"W3132684290","doi":"10.3917/vst.149.0077","title":"Vive le Covid !","year":2021,"lang":"fr","type":"article","venue":"VST - Vie sociale et traitements","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Humanities; Political science; Philosophy; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00122918,0.0002867786,0.0004259493,0.00003182283,0.001591489,0.0002475601,0.0005453434,0.0003442334,0.00379023],"category_scores_gemma":[0.000482263,0.0003481463,0.0003605766,0.001600494,0.001285547,0.0009277769,0.0001657122,0.0003428582,0.0005293567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005814949,"about_ca_system_score_gemma":0.005182586,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03755726,"about_ca_topic_score_gemma":0.1003485,"domain_scores_codex":[0.995768,0.0008098609,0.0004964874,0.0006779549,0.001239744,0.001007936],"domain_scores_gemma":[0.9985163,0.0002136334,0.0003658805,0.0002212607,0.0002603541,0.0004225407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001190969,0.001011416,0.005146706,0.00009378433,0.0002144322,0.0001284956,0.07221282,0.00002257093,0.000349176,0.6052976,0.102804,0.2127071],"study_design_scores_gemma":[0.0007248681,0.00004426679,0.007611444,0.00009116429,0.00005444718,0.000001663662,0.02809068,0.00001268973,0.0001172427,0.01738017,0.9454669,0.0004044691],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1103491,0.0164682,0.0006408683,0.1774169,0.01160132,0.0005647874,0.0005100504,0.0001325996,0.6823162],"genre_scores_gemma":[0.8313614,0.005498066,0.000743943,0.01071749,0.002320234,0.00004794008,0.00004297252,0.00004329221,0.1492247],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8426629,"threshold_uncertainty_score":0.9998971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06440493427162132,"score_gpt":0.367088117349989,"score_spread":0.3026831830783677,"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."}}