{"id":"W2996709458","doi":"10.1111/ina.12632","title":"Bacterial and fungal ecology on air conditioning cooling coils is influenced by climate and building factors","year":2019,"lang":"en","type":"article","venue":"Indoor Air","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Alfred P. Sloan Foundation","keywords":"Air conditioning; Tropical climate; Ecology; Environmental science; Moisture; HVAC; Ventilation (architecture); Biology; Environmental engineering; Engineering; Geography; Meteorology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002409601,0.0001859286,0.0002353546,0.00003492619,0.0002698084,0.00004357356,0.0001107796,0.0001711515,0.001038682],"category_scores_gemma":[0.00003205657,0.0001773068,0.00003537363,0.00007411655,0.00021499,0.0002927141,0.0001643074,0.0002150555,0.0001913463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008850273,"about_ca_system_score_gemma":0.00001067456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002373161,"about_ca_topic_score_gemma":0.00004478237,"domain_scores_codex":[0.9987571,0.00008122101,0.0002405773,0.0003943847,0.0001351415,0.0003915885],"domain_scores_gemma":[0.9994892,0.0001448936,0.0001135244,0.000140204,0.00000760481,0.0001045062],"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":[0.0001860667,0.00004997889,0.3180124,0.00003607239,0.00002308486,0.000006814455,0.001942595,0.000203049,0.6769423,0.0002772734,0.001567233,0.0007531536],"study_design_scores_gemma":[0.003039694,0.0007769083,0.6332392,0.0001041041,0.00003460979,0.00005125086,0.0006044062,0.0001698703,0.3425783,0.0001948312,0.01847137,0.0007354575],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998172,0.00001131058,0.000009355979,0.0002004207,0.0003166616,0.0002604496,0.000157554,0.00004417833,0.0008280173],"genre_scores_gemma":[0.9979039,0.00001404179,0.0001271119,0.001731931,0.00003968759,0.000005868698,0.00002995222,0.00001594572,0.0001315948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.334364,"threshold_uncertainty_score":0.9998745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006455709196138487,"score_gpt":0.2282698573445504,"score_spread":0.2218141481484119,"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."}}