{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003564076,0.0001051996,0.0001939729,0.0000596935,0.00009722904,0.00002444214,0.0002144653,0.00004819586,0.0006530228],"category_scores_gemma":[0.00001594094,0.0001014888,0.00007929044,0.0001069039,0.00005156685,0.0001686206,0.00005416736,0.0004267989,0.00005835907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000239869,"about_ca_system_score_gemma":0.00008442703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008866256,"about_ca_topic_score_gemma":0.000002038033,"domain_scores_codex":[0.9986873,0.00004926017,0.0003625971,0.0001027532,0.0003785605,0.0004195289],"domain_scores_gemma":[0.9991088,0.00001932215,0.00005925678,0.0001031766,0.000004797218,0.0007046848],"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":[0.0001555425,0.001020909,0.06802228,0.001527231,0.0007883836,0.000345103,0.01106307,0.04566251,0.03226354,0.001921716,0.1421373,0.6950924],"study_design_scores_gemma":[0.003726253,0.00137086,0.2445525,0.00009162051,0.00001173797,0.0007212104,0.002182772,0.3126021,0.0004731757,0.0003448521,0.4331253,0.0007975224],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508924,0.001920838,0.01159187,0.0310418,0.0002478184,0.0002825003,0.0001828618,0.00009921906,0.003740718],"genre_scores_gemma":[0.9970517,0.001259469,0.0005432892,0.0009345484,0.000139955,0.000002009968,0.00001447471,0.00002726516,0.0000273484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6942949,"threshold_uncertainty_score":0.7150142,"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."}}