{"id":"W2799223512","doi":"10.47339/ephj.2020.19","title":"A breath of fresh air","year":2020,"lang":"en","type":"article","venue":"BCIT Environmental Public Health Journal","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"British Columbia Institute of Technology","keywords":"Smoke; Environmental health; Smoke inhalation; Air quality index; Perception; Environmental science; Risk perception; Geography; Meteorology; Psychology; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.0004161504,0.0005661203,0.0007717365,0.0006792626,0.002193191,0.002401227,0.0008176971,0.001840335,0.07019338],"category_scores_gemma":[0.002174689,0.0002525662,0.0006142957,0.0006939404,0.001223165,0.001759485,0.00192835,0.002310962,0.02120239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009808391,"about_ca_system_score_gemma":0.001373561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01609864,"about_ca_topic_score_gemma":0.0122792,"domain_scores_codex":[0.9992869,0.0001326737,0.00003872264,0.0001233916,0.0002718691,0.000146511],"domain_scores_gemma":[0.9994814,0.00007232374,0.00007163503,0.00004605115,0.0001885247,0.0001402296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006654613,0.0007183802,0.04911907,0.002743097,0.0002803348,0.01537962,0.00687742,0.0001793192,0.01754055,0.01302845,0.4028562,0.4906121],"study_design_scores_gemma":[0.00003873355,0.0003440576,0.02695798,0.001888796,0.00006636208,0.01693159,0.006274916,0.0001536256,0.001254741,0.004288558,0.9417143,0.00008625574],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1676742,0.1284075,0.009030637,0.1230507,0.02043957,0.0006539414,0.01042055,0.002157433,0.5381655],"genre_scores_gemma":[0.4826128,0.04375697,0.00680081,0.06125622,0.003818647,0.0002163085,0.004311145,0.0003291539,0.396898],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07019338,"threshold_uncertainty_score":0.2348202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600365044411871,"score_gpt":0.236870205614347,"score_spread":0.2108665551702283,"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."}}