{"id":"W4320080162","doi":"10.17118/11143/19987","title":"Pandémie, polémique et variation : le ou la Covid ?","year":2022,"lang":"fr","type":"article","venue":"Circula","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); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Variation (astronomy); Pandemic; Coronavirus Infections; Humanities; Virology; Biology; Medicine; Philosophy; Physics; Infectious disease (medical specialty); Disease; Outbreak; Astronomy","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00200988,0.0001071142,0.000145966,0.00002550133,0.001424275,0.0001240343,0.0004142301,0.0001036172,0.001854826],"category_scores_gemma":[0.0002420916,0.0001313815,0.0001207584,0.0008891399,0.0003986266,0.000327493,0.0001271027,0.0002913729,0.00007029058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004159604,"about_ca_system_score_gemma":0.001511141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09120874,"about_ca_topic_score_gemma":0.005518331,"domain_scores_codex":[0.9973791,0.001078992,0.000179615,0.0003242457,0.0006481573,0.0003898423],"domain_scores_gemma":[0.9992207,0.0002354084,0.0001901845,0.0001506725,0.0000411525,0.000161909],"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":[0.000003548422,0.0001286371,0.002963846,0.000009027664,0.00001258245,0.00001686874,0.03449992,0.000613073,0.0001195587,0.9356151,0.01644391,0.00957389],"study_design_scores_gemma":[0.0002275331,0.00003320027,0.03913597,0.000007907856,0.00001397849,0.000006577241,0.00877418,0.0002668031,0.000003748907,0.04163588,0.9097067,0.0001875068],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1161811,0.01054654,0.005988866,0.4091764,0.008854159,0.000609545,0.0002586348,0.00017003,0.4482147],"genre_scores_gemma":[0.9611272,0.0003566055,0.00006497221,0.003050097,0.0004193934,0.00004389102,0.000006487945,0.0000110271,0.03492028],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8939793,"threshold_uncertainty_score":0.9998757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03970256484748372,"score_gpt":0.3236395879692224,"score_spread":0.2839370231217386,"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."}}