{"id":"W3132667882","doi":"10.1007/s10912-021-09677-3","title":"COVID-19, Contagion, and Vaccine Optimism","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Humanities","topic":"Gothic Literature and Media Analysis","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"Social Sciences and Humanities Research Council of Canada; Trent University","keywords":"Vaccination; Narrative; Realm; Pandemic; Optimism; Political science; Public relations; Coronavirus disease 2019 (COVID-19); Sociology; Social psychology; Psychology; Medicine; Virology; Disease; Law; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004175646,0.0003374189,0.000197921,0.00104356,0.005512797,0.008158683,0.0004144711,0.001858737,0.004483114],"category_scores_gemma":[0.0118467,0.0002316838,0.0001576804,0.0006476964,0.01591018,0.004980112,0.002816056,0.004036808,0.0004030287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002998802,"about_ca_system_score_gemma":0.001245955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003511251,"about_ca_topic_score_gemma":0.0043667,"domain_scores_codex":[0.9969838,0.002376473,0.000058672,0.0001084072,0.0002799541,0.000192613],"domain_scores_gemma":[0.9931746,0.005203858,0.0006367525,0.0001933,0.0004064345,0.000384996],"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":[0.0001304323,0.00005939331,0.00361012,0.0003919346,0.00002927399,0.0006304374,0.3850822,0.0001009879,0.0006914096,0.5175262,0.0570325,0.03471505],"study_design_scores_gemma":[0.0000383823,0.0001151747,0.005150201,0.001262642,0.0000449472,0.0007048629,0.2225471,0.0004463565,0.001149249,0.1273313,0.6411577,0.00005210169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2556948,0.03430184,0.002869093,0.292397,0.004746463,0.00005196847,0.0001453047,0.00006085983,0.4097327],"genre_scores_gemma":[0.9739786,0.005615838,0.0004332706,0.007496144,0.0006741693,0.00001769232,0.00002692606,0.00003056164,0.01172687],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008158683,"threshold_uncertainty_score":0.02208322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03905214375523891,"score_gpt":0.3489489330512656,"score_spread":0.3098967892960267,"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."}}