{"id":"W2914146985","doi":"10.1289/isee.2016.4613","title":"A Pilot Study on the Use of Kitchen Exhaust Fans to Reduce Exposure to Air Pollutants from Residential Cooking","year":2016,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Nutrition, Health and Food Behavior","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Health Canada","funders":"","keywords":"Pollutant; Air pollutants; Environmental science; Air pollution; Waste management; Indoor air quality; Occupational exposure; Environmental health; Medicine; Environmental engineering; Engineering; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002974729,0.0002556288,0.0003291274,0.0001691461,0.0001963693,0.00009698875,0.000436481,0.00007286466,0.000270031],"category_scores_gemma":[0.0005899548,0.0001740495,0.00005132751,0.0002233596,0.0000613895,0.0002703299,0.00006820521,0.000220042,0.0002595934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001042578,"about_ca_system_score_gemma":0.0001312903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002468258,"about_ca_topic_score_gemma":0.002080559,"domain_scores_codex":[0.997601,0.0001691728,0.0006360345,0.0005205586,0.0005548926,0.0005183634],"domain_scores_gemma":[0.9978355,0.0005640891,0.0002201365,0.0007427397,0.0002675917,0.0003699416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006472046,0.002552542,0.00890687,0.0000276964,0.00005225549,0.00006332183,0.007112022,0.0001974816,0.947807,0.00006073044,0.01166658,0.01508142],"study_design_scores_gemma":[0.001314029,0.00495664,0.9003097,0.0007554963,0.00006066289,0.000002187182,0.001172046,2.761055e-7,0.09033371,0.0001424674,0.00070291,0.0002498504],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870735,0.00001247713,0.00004183669,0.009894295,0.0008605381,0.001506365,0.0003950839,0.00007193673,0.0001440084],"genre_scores_gemma":[0.9980634,0.000002683798,0.0001231248,0.001247098,0.0002829817,0.0000831397,0.000004020987,0.00003559103,0.0001579253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8914028,"threshold_uncertainty_score":0.7097535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1858458119539943,"score_gpt":0.3435210804012898,"score_spread":0.1576752684472955,"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."}}