{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001940345,0.0000505639,0.00008845503,0.00008426098,0.0001004037,0.000004548847,0.00002998236,0.00008867477,0.0002703712],"category_scores_gemma":[0.00002862697,0.00004181764,0.0000129549,0.0001325731,0.00002745802,0.0001420615,0.00001928455,0.0002507049,0.00007511613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003618409,"about_ca_system_score_gemma":0.0001396346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001465588,"about_ca_topic_score_gemma":0.0006714673,"domain_scores_codex":[0.9993727,0.00005964782,0.0002310473,0.00009610847,0.0000804164,0.0001600513],"domain_scores_gemma":[0.9995301,0.0002790307,0.00002490016,0.00008511097,0.00001901342,0.00006182057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000296592,0.00001312433,0.9885857,0.0006307804,0.000002134437,0.000002208877,0.004785389,0.00001866068,0.0001023459,0.0009949703,0.002243118,0.002591973],"study_design_scores_gemma":[0.0002224555,0.00005682637,0.9778474,0.0003776419,0.000003682313,0.000001126175,0.0005259792,0.001838154,0.000003757408,0.0002209231,0.01884849,0.00005355601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973836,0.0004090046,0.00002747229,0.0005150071,0.0002821766,0.0001719201,0.00006264922,0.00002601121,0.00112215],"genre_scores_gemma":[0.9965368,0.000458546,0.0003565737,0.0004085515,0.00009623473,0.00001979575,0.00002072828,0.000007285646,0.002095522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01660537,"threshold_uncertainty_score":0.2960375,"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."}}