{"id":"W7025101755","doi":"","title":"Survey gauges awareness of indoor air quality issues and improvement strategies","year":2011,"lang":"en","type":"article","venue":"NPARC","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indoor air quality; Quality (philosophy); Air quality index; Air pollution","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002632713,0.0002484906,0.000174774,0.0008050519,0.0007018807,0.0008003688,0.0003789925,0.0005287825,0.002090261],"category_scores_gemma":[0.005532352,0.0001639546,0.0002128634,0.0008358446,0.0005013518,0.0006804402,0.0008097644,0.0004500006,0.0003671643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001823708,"about_ca_system_score_gemma":0.002877895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1734837,"about_ca_topic_score_gemma":0.233138,"domain_scores_codex":[0.9984447,0.000586468,0.0001364482,0.0001210269,0.000385896,0.0003254976],"domain_scores_gemma":[0.9930103,0.001024901,0.002220244,0.0002916916,0.002531624,0.0009212031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009399015,0.0001409488,0.9712654,0.00006657524,0.00003026365,0.00005620683,0.004762053,0.000166446,0.001734062,0.000144246,0.0006987517,0.02084096],"study_design_scores_gemma":[0.00000255074,0.000231584,0.9885302,0.00002054829,0.00000727464,0.00002146551,0.008813933,0.0002606233,0.0003631364,0.00002026788,0.001720178,0.000008245544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973012,0.00004901947,0.0001901257,0.000181196,0.000005743976,0.00002806138,0.0002371296,0.000006896993,0.00200073],"genre_scores_gemma":[0.9980197,0.00006414012,0.0002657538,0.00007415053,0.000003737963,0.00003119507,0.000163915,0.000001972742,0.001375545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1734837,"threshold_uncertainty_score":0.3449479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04670943268739385,"score_gpt":0.2920095846609512,"score_spread":0.2453001519735574,"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."}}