{"id":"W4401415737","doi":"10.3390/toxics12080576","title":"Perceptions of Exposure and Mask Use in Wildland Firefighters","year":2024,"lang":"en","type":"article","venue":"Toxics","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Government of Alberta","keywords":"Smoke; Environmental health; Particulates; Environmental science; Occupational exposure; Medicine; Chemistry; Waste management; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001125114,0.0002314215,0.0001894309,0.0003700428,0.0007115727,0.0008295098,0.0002391958,0.0005482793,0.002462613],"category_scores_gemma":[0.00352336,0.0002203984,0.0003205674,0.0001573174,0.0006959809,0.0004674693,0.0005609521,0.0005486225,0.0003024981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007017871,"about_ca_system_score_gemma":0.0004497504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04991195,"about_ca_topic_score_gemma":0.04923366,"domain_scores_codex":[0.9994892,0.0001308106,0.00003940182,0.0000606219,0.0001606673,0.0001192521],"domain_scores_gemma":[0.9980204,0.0004311236,0.0006509157,0.00007080722,0.000329818,0.0004969281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002381756,0.0001835607,0.9675065,0.00005324216,0.00004003765,0.0002951236,0.02268421,0.00008884189,0.002144944,0.00007127966,0.0004062547,0.006287817],"study_design_scores_gemma":[0.000004642014,0.0002819934,0.9671705,0.00003427898,0.000008721683,0.0001717339,0.03116754,0.0001610604,0.0001616229,0.0000407908,0.000780911,0.00001627057],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993074,0.00008146561,0.00003440085,0.00006423291,0.000005343285,0.000004493673,0.00002044064,0.000001067397,0.0004811211],"genre_scores_gemma":[0.999314,0.0001015817,0.00005422563,0.00005989302,0.000005488677,0.000003824468,0.00003467562,0.000001076941,0.0004252963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04991195,"threshold_uncertainty_score":0.09924287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06488877872536421,"score_gpt":0.4273662234094366,"score_spread":0.3624774446840724,"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."}}