{"id":"W4404120672","doi":"10.18357/anthropologica66120242638","title":"The Revival of Cholera Vaccines: The Century-Old Making of a Global Success Story","year":2024,"lang":"en","type":"article","venue":"Anthropologica","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cholera; History; Political science; Medicine; Virology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008874924,0.0008235108,0.0006060814,0.001304855,0.007643743,0.01159746,0.0008958452,0.003626841,0.005209118],"category_scores_gemma":[0.009563798,0.0004054122,0.0003875755,0.001404688,0.04360768,0.01782727,0.008726117,0.009167209,0.0007884252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004722417,"about_ca_system_score_gemma":0.002591676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002841976,"about_ca_topic_score_gemma":0.003576734,"domain_scores_codex":[0.99563,0.002566527,0.00009914693,0.0003630641,0.0005943502,0.0007469112],"domain_scores_gemma":[0.993652,0.004135218,0.0003969417,0.0006167468,0.0005114291,0.0006876385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001490496,0.00004890252,0.001789154,0.0004307871,0.00002975292,0.001012425,0.1677678,0.0002948649,0.001072395,0.7462849,0.03852974,0.04259017],"study_design_scores_gemma":[0.00001679377,0.00009724202,0.001401485,0.0005451257,0.00001988026,0.000542193,0.1093339,0.0001191288,0.0006468471,0.143586,0.7436498,0.00004165303],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1368606,0.05823379,0.005495686,0.5433488,0.005727583,0.00005178839,0.0002197964,0.0001160461,0.2499459],"genre_scores_gemma":[0.9189808,0.03048965,0.001401736,0.0283827,0.002176852,0.00005829686,0.00008453967,0.0002160734,0.01820935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9923562,"threshold_uncertainty_score":0.04693562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01607752481278022,"score_gpt":0.3447611968992483,"score_spread":0.3286836720864681,"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."}}