{"id":"W4206364537","doi":"10.1353/dss.2022.0009","title":"Health Nationalism","year":2022,"lang":"en","type":"article","venue":"Dissent","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nationalism; Surprise; Population; China; Nothing; Political science; Economic history; History; Law; Sociology; Politics; Demography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005720565,0.0000551599,0.0001133857,0.00007989682,0.0004347413,0.0000264799,0.0001328937,0.000009689133,0.001837356],"category_scores_gemma":[0.0000800793,0.0000529213,0.00003734243,0.0002331545,0.00001490464,0.0001097101,0.0001905755,0.00009231516,0.0003226764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007715432,"about_ca_system_score_gemma":0.00003723248,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008906479,"about_ca_topic_score_gemma":0.00005520492,"domain_scores_codex":[0.9992267,0.00002085402,0.0001912992,0.0001211956,0.0001606448,0.0002792364],"domain_scores_gemma":[0.9997166,0.00002317604,0.000117006,0.00009838218,0.00002854441,0.00001622891],"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":[0.000001964659,0.00002395558,0.0005799815,0.0000170446,0.000002071325,7.423334e-7,0.0000130249,0.0005305869,5.439454e-7,0.3420215,0.6558703,0.0009383184],"study_design_scores_gemma":[0.00009019706,0.000005255176,0.01023289,0.000001202808,0.00000101307,0.000002308333,0.0003273489,0.002354252,3.507332e-8,0.005322982,0.9816117,0.00005078155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05041551,0.0002485275,0.00007615722,0.8376543,0.001027584,0.0002192544,0.00001258374,0.000135445,0.1102106],"genre_scores_gemma":[0.7625206,0.000003984356,0.00002751965,0.2354766,0.0008123796,0.00005622126,0.0001458628,0.000008822059,0.000947951],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7121051,"threshold_uncertainty_score":0.9990751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03199081694119155,"score_gpt":0.3183671081980661,"score_spread":0.2863762912568745,"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."}}