{"id":"W4225769077","doi":"10.1017/s0012217321000263","title":"The Moral Failings of Vaccine Procurement","year":2021,"lang":"en","type":"article","venue":"Dialogue","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Morality; Politics; Procurement; Coronavirus disease 2019 (COVID-19); Business; Economics; Political science; Development economics; Law and economics; Law; Marketing; Medicine","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":[0.0004508567,0.00005897112,0.0001131218,0.00001902281,0.0002363801,0.00000600289,0.0001166526,0.00003402327,0.0001833114],"category_scores_gemma":[0.0001901324,0.00003829366,0.00004086612,0.0001106438,0.00001349421,0.00003067594,0.0001660312,0.0001164941,0.0001666799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002350423,"about_ca_system_score_gemma":0.0001245359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006186268,"about_ca_topic_score_gemma":0.0004339699,"domain_scores_codex":[0.9990438,0.0002132844,0.0002671258,0.0001151271,0.0001402617,0.0002203683],"domain_scores_gemma":[0.9992953,0.0001769691,0.00008946821,0.0002842238,0.0001169804,0.00003705173],"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":[0.0008723733,0.0005445167,0.0395269,0.0009770152,0.0003655548,0.00008676066,0.03431273,0.00002830696,0.006174565,0.3744715,0.4947319,0.04790788],"study_design_scores_gemma":[0.001011145,0.00005809254,0.01401391,0.000107637,0.00003370272,3.959246e-7,0.008710861,0.00003275648,0.001265968,0.004841121,0.9698335,0.00009093866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8332133,0.001075432,0.0007129333,0.01566269,0.00198302,0.001416696,0.00003101621,0.00008933528,0.1458155],"genre_scores_gemma":[0.9797609,0.0001139991,0.0001082323,0.00152349,0.0001456552,0.0001327915,0.00003337056,0.00001109998,0.01817049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4751016,"threshold_uncertainty_score":0.2142388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06580091295312604,"score_gpt":0.3906407972587205,"score_spread":0.3248398843055944,"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."}}