{"id":"W3201288184","doi":"10.1111/ina.12932","title":"A national survey of window‐opening behavior in United States homes","year":2021,"lang":"en","type":"article","venue":"Indoor Air","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Environmental Protection Agency","keywords":"Window (computing); Demographics; Quarter (Canadian coin); Geography; Air conditioning; Environmental science; Air quality index; Demography; Meteorology; Physical geography; Engineering; Archaeology","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":[0.0001184294,0.00005665563,0.00008987272,0.0001300047,0.00001630978,0.000007495858,0.00005354892,0.00004509215,0.00004126301],"category_scores_gemma":[0.00005330186,0.00006354912,0.00001588646,0.0005169874,0.00001050936,0.00007169773,0.00001644583,0.00007254563,8.869498e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003106363,"about_ca_system_score_gemma":0.0000369175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002871064,"about_ca_topic_score_gemma":0.0009769071,"domain_scores_codex":[0.9995658,0.00002957749,0.0001420951,0.00006889868,0.0001079343,0.00008569016],"domain_scores_gemma":[0.9997103,0.00008518632,0.00001802547,0.00006114507,0.0001093515,0.00001603946],"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":[0.000005035255,0.00002475344,0.08461376,0.0000134808,0.00001018595,0.000006240367,0.00006869858,0.9142821,0.0004226717,0.0001480181,0.00008021611,0.0003248283],"study_design_scores_gemma":[0.0005872099,0.00001524833,0.8159432,0.00007109259,0.000006621972,0.000006744743,0.00005501268,0.1613033,0.0213929,0.00008162444,0.000367276,0.0001698314],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982314,0.0001150673,0.001000639,0.00001229163,0.000094926,0.00003295985,0.00002893826,0.00005305755,0.0004307691],"genre_scores_gemma":[0.9986371,0.00003682333,0.0007304576,0.00002374192,0.000008468619,0.00001346606,0.0004819597,0.00001247138,0.00005547578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7529788,"threshold_uncertainty_score":0.2591458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0199507385376038,"score_gpt":0.2450396527681022,"score_spread":0.2250889142304984,"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."}}