{"id":"W6960452012","doi":"10.13162/hro-ors.v10i3.5118","title":"Comparison of COVID-19 vaccination rollout approaches across Canada: Case studies of four diverse provinces","year":2023,"lang":"en","type":"article","venue":"oURspace (University of Regina)","topic":"Genetic Mapping and Diversity in Plants and Animals","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Corporate governance; Vaccination; Entitlement (fair division); Pandemic; Workforce; Transparency (behavior); Nova scotia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004024578,0.0004583105,0.000607799,0.003264973,0.006452071,0.002571082,0.002195421,0.0008419047,0.001211131],"category_scores_gemma":[0.01134385,0.0006123375,0.0007655581,0.005330213,0.001876331,0.0006112337,0.002155827,0.0009957104,0.0001165219],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.106605,"about_ca_system_score_gemma":0.08410271,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960423,"about_ca_topic_score_gemma":0.9976047,"domain_scores_codex":[0.9936155,0.001414819,0.0003197403,0.000443261,0.001291902,0.002914828],"domain_scores_gemma":[0.9893361,0.002116979,0.001389516,0.0005232773,0.004630042,0.002004054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005585472,0.0002940608,0.9177947,0.0004473971,0.000342482,0.002581619,0.03397985,0.003856632,0.001445407,0.002461643,0.002583958,0.03365365],"study_design_scores_gemma":[0.00004571155,0.000177519,0.9357693,0.0002342435,0.0001564002,0.0006659068,0.05332175,0.002931701,0.0007648878,0.0002240729,0.005622043,0.00008652864],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928132,0.0009050258,0.0004134425,0.0005838242,0.000009582513,0.0002090371,0.0008162393,0.000019346,0.004230416],"genre_scores_gemma":[0.9972073,0.0005044737,0.0006135386,0.000175254,0.000002436216,0.0000550917,0.0003633501,0.00001000075,0.001068477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8933951,"threshold_uncertainty_score":0.7734768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09337819959568117,"score_gpt":0.3045542032155293,"score_spread":0.2111760036198481,"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."}}