{"id":"W2315265184","doi":"10.1177/1420326x14530999","title":"Comparison of the indoor air quality in an office operating with natural or mechanical ventilation using short-term intensive pollutant monitoring","year":2014,"lang":"en","type":"article","venue":"Indoor and Built Environment","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Indoor air quality; Natural ventilation; Ventilation (architecture); Pollutant; Environmental science; Mechanical ventilation; Environmental engineering; Engineering; Mechanical engineering; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0006273693,0.0001594331,0.0002876975,0.00002338265,0.000200254,0.0000194459,0.000168722,0.00008523737,0.00004916674],"category_scores_gemma":[0.00007050392,0.000100187,0.00002810991,0.00009762576,0.0001924727,0.0002419376,0.0002156047,0.0002852077,0.000003103165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002346335,"about_ca_system_score_gemma":0.0000160489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005675005,"about_ca_topic_score_gemma":0.0005066403,"domain_scores_codex":[0.9982609,0.0002744035,0.0004730406,0.0003050959,0.0004061151,0.000280457],"domain_scores_gemma":[0.9993399,0.0000905555,0.000177415,0.0002694815,0.000006078305,0.0001165209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002696745,0.0001513824,0.9216843,0.00002870202,0.00000623823,0.000001438032,0.001957492,0.004591606,0.06087191,0.0000184916,0.000001862876,0.01041695],"study_design_scores_gemma":[0.0004514094,0.0002789721,0.9541399,0.00009777341,0.00001514647,0.000006875742,0.001276017,0.01458026,0.02893983,0.00001540533,0.00004624704,0.0001521125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983588,0.00002794559,0.0009171949,0.0002414977,0.00009205138,0.0003322547,0.000004435919,0.000008521532,0.00001729065],"genre_scores_gemma":[0.9974197,0.000006459253,0.002233932,0.0002633007,0.00004653621,0.000006665835,0.000002088942,0.00001176607,0.000009618495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0324557,"threshold_uncertainty_score":0.4085508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0926236293452834,"score_gpt":0.3766686798627307,"score_spread":0.2840450505174473,"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."}}