{"id":"W4307977422","doi":"10.1017/9781009336062","title":"The 1918–20 Influenza Pandemic","year":2022,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Cambridge","keywords":"Pandemic; Quarter (Canadian coin); Influenza pandemic; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19); Perspective (graphical); Population; Political science; Discipline; Development economics; Global health; Geography; Disease; Economic growth; History; Medicine; Environmental health; Health care; Economics; Law","routes":{"ca_aff":false,"ca_fund":false,"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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000487599,0.0002581545,0.0002967882,0.00009903477,0.003295966,0.0001397077,0.001388163,0.0003037496,0.00004910807],"category_scores_gemma":[0.00006121003,0.0002615009,0.0002705493,0.00003353189,0.0001621556,0.0001296179,0.0005889423,0.0008488995,0.00002778451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001068609,"about_ca_system_score_gemma":0.001484143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009154918,"about_ca_topic_score_gemma":0.0003000761,"domain_scores_codex":[0.9979652,0.0003421967,0.0001937541,0.0004147846,0.0005797159,0.0005044024],"domain_scores_gemma":[0.9984574,0.0004018922,0.0002564758,0.0005599896,0.0001368377,0.0001874183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000458562,0.00000493478,0.00009002601,0.00001438176,0.00006806297,0.00008444095,0.000666544,0.000001421184,0.000001690659,0.4668555,0.5309914,0.001175772],"study_design_scores_gemma":[0.0003276526,0.00002613455,0.00006412082,0.00002879243,0.0001263555,0.000002380728,0.0008064643,0.000001595044,0.000001742805,0.00004247738,0.9982588,0.0003135184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003134329,0.001017025,0.00001585104,0.00009466583,0.0006192561,0.0004886104,0.0001426712,0.0002163986,0.9970921],"genre_scores_gemma":[0.0001954887,0.0008983471,0.000005518453,0.0003290902,0.0005373044,0.000002945666,0.00003041372,0.00003217297,0.9979687],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4672674,"threshold_uncertainty_score":0.9999837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03305415313012085,"score_gpt":0.2546378957280449,"score_spread":0.2215837425979241,"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."}}