{"id":"W4389130142","doi":"10.32920/24660438","title":"A Dialogue on Public Health Celebrities during COVID-19","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Rhetoric and Communication Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Public health; Scholarship; Rhetoric; Pandemic; Coronavirus disease 2019 (COVID-19); Political science; Perspective (graphical); 2019-20 coronavirus outbreak; Sociology; Public relations; Medicine; Law; Virology; Art; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0004271756,0.0002524982,0.0004308957,0.0002236574,0.001550825,0.0004984677,0.0005365084,0.00007536421,0.001154437],"category_scores_gemma":[0.0001622378,0.0002185272,0.0001581309,0.00003418679,0.000260978,0.00006449949,0.001231453,0.0004793108,0.0005596191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003396915,"about_ca_system_score_gemma":0.0004540032,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007780677,"about_ca_topic_score_gemma":0.009352688,"domain_scores_codex":[0.9983966,0.0001717771,0.0004163106,0.0003707813,0.0002772863,0.0003672702],"domain_scores_gemma":[0.9984071,0.0002501735,0.0002201764,0.0008128549,0.000102198,0.0002074659],"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":[0.00000662399,0.00007427828,0.0001334896,0.0004231866,0.0001363425,0.000002945729,0.09877779,0.00002478773,6.295879e-8,0.7258173,0.1741009,0.0005023198],"study_design_scores_gemma":[0.000192684,0.0000391037,0.000529266,0.00006313579,0.000006233038,7.120795e-7,0.03349034,0.00001198621,5.736387e-7,0.01570616,0.9496673,0.0002924709],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01997937,0.004509315,0.0004373527,0.3096696,0.006298546,0.001344559,0.0006924556,0.004208181,0.6528606],"genre_scores_gemma":[0.7801328,0.005352844,0.00004378383,0.007125317,0.001177624,0.0004227428,0.0002584071,0.00005459328,0.2054319],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7755664,"threshold_uncertainty_score":0.9997587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3867102825071771,"score_gpt":0.3505373462236935,"score_spread":0.03617293628348361,"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."}}