{"id":"W6980612951","doi":"","title":"Cobourg's COVID-19 Vaccination Effort: A model of community engagement for crisis response","year":2023,"lang":"en","type":"report","venue":"Scholarship@Western (Western University)","topic":"Bioactive natural compounds","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Community engagement; Happening; Emergency response; Qualitative research; Emergency planning; Community participation; Emergency management","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004197931,0.0005826299,0.0006943858,0.0008103719,0.0005565545,0.0001019798,0.001391518,0.001180384,0.000008131416],"category_scores_gemma":[0.001416229,0.0006842857,0.0005429712,0.0004235276,0.0001154451,0.00005511738,0.001269257,0.001427053,0.00001026229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001073572,"about_ca_system_score_gemma":0.002229408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004288855,"about_ca_topic_score_gemma":0.002365748,"domain_scores_codex":[0.9961419,0.001318541,0.0005412727,0.0007154207,0.0007658946,0.0005169967],"domain_scores_gemma":[0.995864,0.0003454983,0.0008363984,0.001318355,0.001283782,0.000351923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04186269,0.002637749,0.5996307,0.01140271,0.007057782,0.0003273242,0.00387496,0.00571614,0.3175103,0.0001192447,0.006980978,0.002879466],"study_design_scores_gemma":[0.01178066,0.004313391,0.6289819,0.0006272595,0.002361744,0.0001281286,0.003576276,0.00001867655,0.1120134,0.0008515933,0.2312732,0.004073801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898845,0.0002098127,0.006234085,0.0004398745,0.0004746709,0.001120773,0.001349906,0.0001096819,0.000176714],"genre_scores_gemma":[0.9802588,0.0005251829,0.0001274052,0.0004192187,0.0001545259,0.00001746027,0.00190156,0.0001431288,0.01645274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2242922,"threshold_uncertainty_score":0.9995608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3482640466252693,"score_gpt":0.4284844504417445,"score_spread":0.08022040381647527,"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."}}