{"id":"W2129093364","doi":"10.1002/0471435139.hyg065.pub2","title":"Indoor Air Quality in Nonindustrial Occupational Environments","year":2011,"lang":"en","type":"other","venue":"Patty's Industrial Hygiene","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indoor air quality; ASHRAE 90.1; Ventilation (architecture); Environmental health; Environmental science; Air quality index; Indoor air; Architectural engineering; Medicine; Environmental engineering; Engineering; Geography; Meteorology","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00132112,0.0007123291,0.0008874601,0.0002851017,0.0001228045,0.00003106027,0.0008861489,0.002348029,0.07088897],"category_scores_gemma":[0.0002655912,0.0007339519,0.0002434914,0.0004979573,0.000495157,0.0001831692,0.0005756788,0.001520122,0.00632047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007177998,"about_ca_system_score_gemma":0.0001792868,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01934335,"about_ca_topic_score_gemma":0.00475303,"domain_scores_codex":[0.9952673,0.0007112619,0.001112037,0.001148859,0.000869819,0.0008906845],"domain_scores_gemma":[0.9980074,0.000108016,0.0007768331,0.0008369059,0.000005297653,0.0002655168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009530817,0.001160674,0.06948507,0.0000266096,0.0001296471,0.00007468791,0.0005981206,0.0001220012,0.001018312,0.0003103763,0.8892307,0.03689076],"study_design_scores_gemma":[0.005319042,0.0001819831,0.0146192,0.0001783617,0.00004842737,0.000006637987,0.00007231219,0.000003026003,0.001552732,0.00008811892,0.9768544,0.001075772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0663449,0.0001096558,0.0002311495,0.000218615,0.005325364,0.002874101,0.001582557,0.0002751078,0.9230385],"genre_scores_gemma":[0.2372569,0.00008896366,0.0007145444,0.0008847094,0.004816184,0.000254689,0.001289655,0.0009115016,0.7537829],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.170912,"threshold_uncertainty_score":0.9995112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06364194917727502,"score_gpt":0.2809446243857212,"score_spread":0.2173026752084462,"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."}}