{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0565576,0.000324846,0.0004715531,0.0009105626,0.01267177,0.009666212,0.001578419,0.00825417,0.005690802],"category_scores_gemma":[0.0545609,0.0003876507,0.0004924792,0.0008255105,0.06805491,0.006612683,0.009032329,0.01591834,0.001234369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006805695,"about_ca_system_score_gemma":0.0186764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004851405,"about_ca_topic_score_gemma":0.003182337,"domain_scores_codex":[0.945927,0.04169628,0.0008269288,0.001551733,0.005399441,0.004598676],"domain_scores_gemma":[0.9385731,0.03597592,0.004874912,0.003900699,0.00839709,0.008278321],"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":[0.00002989314,0.00005832899,0.002150399,0.0001115578,0.00001699029,0.0003215457,0.03734895,0.0004311656,0.0001865635,0.8886312,0.05346812,0.01724538],"study_design_scores_gemma":[0.00003798945,0.00008558589,0.001247355,0.0007378429,0.0000120626,0.0004820149,0.07750712,0.0006563812,0.0003935081,0.5255786,0.3931955,0.00006604073],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02729428,0.003317195,0.007379759,0.8427831,0.001912001,0.00003110388,0.00002534258,0.00004008278,0.1172171],"genre_scores_gemma":[0.8723801,0.002650365,0.002387312,0.1060018,0.001144975,0.00007543601,0.00002131495,0.00007120442,0.01526756],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0565576,"threshold_uncertainty_score":0.2991087,"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."}}