{"id":"W2794043469","doi":"10.1080/10962247.2018.1426652","title":"Probabilistic assessment of the potential indoor air impacts of vent-free gas heating appliances in energy-efficient homes in the United States","year":2018,"lang":"en","type":"article","venue":"Journal of the Air & Waste Management Association","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Indoor air quality; Waste management; Air quality index; Environmental engineering; Carbon dioxide; Engineering; Meteorology; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002904323,0.0001134059,0.0002074935,0.0000972974,0.0001312177,0.00002300891,0.0008335991,0.00005041715,0.00001845889],"category_scores_gemma":[0.0001303739,0.00006247441,0.0001361848,0.0007794727,0.0001197232,0.0001146982,0.0003656658,0.0002061884,9.268849e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007012954,"about_ca_system_score_gemma":0.00002717798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006426609,"about_ca_topic_score_gemma":0.0009076264,"domain_scores_codex":[0.9975376,0.000611943,0.000674549,0.000112535,0.0008358007,0.0002276074],"domain_scores_gemma":[0.998183,0.0001076212,0.001347223,0.0002869074,0.00005664617,0.00001858683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001095916,0.0007053666,0.1612037,0.000122177,0.0001372104,0.000004143818,0.005300564,0.821405,0.004493699,0.001190832,0.003616546,0.001711217],"study_design_scores_gemma":[0.002497736,0.0004079949,0.9468811,0.0006199694,0.0001740862,0.000004947226,0.01071094,0.02702001,0.005761722,0.004686477,0.001036577,0.0001984646],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947603,0.00001742917,0.0001898182,0.003827515,0.0002789492,0.0003636842,0.000008372911,0.000002333661,0.0005516447],"genre_scores_gemma":[0.9992601,0.00003323995,0.0001674059,0.0003661642,0.00006116799,0.000005459093,0.000002566976,0.000006326567,0.00009756575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.794385,"threshold_uncertainty_score":0.2547632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006094726001138747,"score_gpt":0.232785780883996,"score_spread":0.2266910548828572,"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."}}