{"id":"W3139921684","doi":"10.55016/ojs/sppp.v14i1.71625","title":"Evidence-Based and Community Engaged Pandemic Responses for Calgary","year":2021,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Geography; Medicine; Virology; Outbreak","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.01467216,0.000145027,0.0002443884,0.0004166326,0.003973092,0.00008681252,0.0006523568,0.0001147509,0.0003922617],"category_scores_gemma":[0.07865539,0.000110727,0.0001009488,0.0009734706,0.0002422576,0.0005164776,0.0004305227,0.001683631,0.00005512776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001679514,"about_ca_system_score_gemma":0.004280222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000963828,"about_ca_topic_score_gemma":0.0006067816,"domain_scores_codex":[0.9816831,0.01680928,0.0005652633,0.0002102798,0.0002359679,0.0004961426],"domain_scores_gemma":[0.9773712,0.01979099,0.0003057878,0.001441427,0.0007912285,0.000299404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006356439,0.001141581,0.1081993,0.00115539,0.0004745749,9.060649e-7,0.01876985,0.000005570916,0.008898853,0.563876,0.2672957,0.02954669],"study_design_scores_gemma":[0.001904277,0.0001461098,0.4437955,0.0003425283,0.0001204952,0.000004322742,0.02523302,0.0001738711,0.0001501792,0.01554503,0.5123243,0.0002604148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.678142,0.00149621,0.01505764,0.2700928,0.0001850305,0.002578202,0.0002600862,0.0003331126,0.03185498],"genre_scores_gemma":[0.9565687,0.0002731289,0.0009923311,0.01031839,0.000188942,0.001483293,0.0000884297,0.00002680264,0.03006001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5483309,"threshold_uncertainty_score":0.9973236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4213178673121206,"score_gpt":0.4864277543732975,"score_spread":0.06510988706117699,"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."}}