{"id":"W4403909519","doi":"10.1142/9789811296666_0003","title":"Pandemic Response in the American Heartland: Examining the Influence of Politics and Public Health Organizations on Governance and Decision-making in Iowa, USA","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Politics; Corporate governance; Political science; Pandemic; Public administration; Public health; Making-of; Environmental ethics; Coronavirus disease 2019 (COVID-19); Public relations; Medicine; Management; Law; Nursing; Economics; Infectious disease (medical specialty)","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":[],"consensus_categories":[],"category_scores_codex":[0.006720253,0.0002138411,0.0004076023,0.000697961,0.001072315,0.0001293492,0.0003455643,0.0001013128,0.00003056967],"category_scores_gemma":[0.0008648165,0.0001407432,0.00002211881,0.0005828603,0.0007922405,0.00006465031,0.0002067014,0.001246851,0.00002513653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004662188,"about_ca_system_score_gemma":0.002636231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001347707,"about_ca_topic_score_gemma":0.04730653,"domain_scores_codex":[0.9968717,0.0005291411,0.000926483,0.0004933469,0.0004963979,0.0006829179],"domain_scores_gemma":[0.9931031,0.005309925,0.0006334893,0.0006297746,0.0001646625,0.0001589827],"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":[0.0001596352,0.00006292215,0.07639817,0.0008296964,0.00002568606,0.00001152709,0.1610072,0.00007902747,0.00003324445,0.7078439,0.02821101,0.02533798],"study_design_scores_gemma":[0.0002169829,0.0001183347,0.4084642,0.00421327,0.000008950584,0.000009320165,0.005225898,0.0001073088,1.24817e-7,0.01770008,0.5637176,0.0002179404],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9537946,0.0004021713,0.000005850714,0.01082762,0.0006842522,0.0009488609,0.00009844293,0.00002249951,0.03321573],"genre_scores_gemma":[0.8719174,0.00007312281,0.0000630966,0.006003977,0.0001117578,0.00005054483,0.000006951237,0.00003301586,0.1217401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6901438,"threshold_uncertainty_score":0.9700776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07852482273310928,"score_gpt":0.4158800910218661,"score_spread":0.3373552682887568,"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."}}