{"id":"W4312385904","doi":"10.53324/gzuq8513","title":"Technical Report: British Columbia heatwave","year":2022,"lang":"en","type":"report","venue":"","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Climate change; Emergency management; Emergency response; Extreme heat; Disaster preparedness; Climate science; Geography; Library science; Meteorology; Political science; Medical emergency; Medicine; Computer science; Law; Geology","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":[0.001543458,0.001153172,0.0002401805,0.003758296,0.004440917,0.003989992,0.001251218,0.001191848,0.08873965],"category_scores_gemma":[0.004456737,0.0004648489,0.0002605171,0.004605537,0.0004875979,0.0009866947,0.001475014,0.001380355,0.03653059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01617762,"about_ca_system_score_gemma":0.05558513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9199138,"about_ca_topic_score_gemma":0.9403664,"domain_scores_codex":[0.9973309,0.0001061368,0.00008853582,0.000157126,0.001945906,0.0003713541],"domain_scores_gemma":[0.9926758,0.0002856945,0.0001337102,0.0002330183,0.006146456,0.0005252163],"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":[0.00001851141,0.0000169279,0.001391535,0.00007965202,0.000002970702,0.00008609833,0.0001740304,0.0001118847,0.0002218404,0.0007705152,0.9709635,0.02616256],"study_design_scores_gemma":[0.000007560445,0.000009185154,0.01261487,0.0001306741,0.000005361568,0.00004461567,0.0007505793,0.0001220763,0.0004668137,0.0001822323,0.9856494,0.00001661999],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007341317,0.001909284,0.001470737,0.01097647,0.002143088,0.001057299,0.1864228,0.001213607,0.7874654],"genre_scores_gemma":[0.0183245,0.002537936,0.002159641,0.001276782,0.0002154837,0.0005457432,0.08209305,0.0004529434,0.8923938],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08873965,"threshold_uncertainty_score":0.2968637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07896080690032124,"score_gpt":0.3392295462926936,"score_spread":0.2602687393923723,"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."}}