{"id":"W1980518439","doi":"10.1108/14714171011083560","title":"A programme of testing to evaluate a passive approach to whole‐house ventilation","year":2010,"lang":"en","type":"article","venue":"Construction Innovation","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Natural ventilation; Architectural engineering; Ventilation (architecture); Indoor air quality; Passive cooling; Pressure drop; Environmental science; Engineering; Mechanical engineering; Environmental engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001674415,0.00009292136,0.00009635098,0.0003726665,0.00005679916,0.00003073096,0.00006425517,0.00008308169,0.000007162789],"category_scores_gemma":[0.0001834732,0.0001042447,0.00001502652,0.001989344,0.00002223838,0.0001570462,0.00001533656,0.0001265581,0.000005490834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003306238,"about_ca_system_score_gemma":0.00002653633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000590626,"about_ca_topic_score_gemma":0.00000360936,"domain_scores_codex":[0.9992724,0.000008380688,0.0003045327,0.0001392571,0.0001445502,0.0001308569],"domain_scores_gemma":[0.99928,0.00001360811,0.00008274081,0.0001523431,0.0004364375,0.00003487392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000125331,0.000022058,0.001329849,0.0000349011,0.00001518931,7.896106e-8,0.0001663705,0.5615348,0.2353695,0.01835976,0.0001755677,0.1829794],"study_design_scores_gemma":[0.00088548,0.0001751591,0.01341393,0.0001192006,0.00004922553,0.00005766524,0.0002607162,0.8223969,0.1538825,0.002619381,0.00552544,0.0006143263],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6194586,0.000001008711,0.3784853,0.00003361881,0.0005143987,0.000212913,0.000002033723,0.000271968,0.001020152],"genre_scores_gemma":[0.8002976,1.49181e-7,0.1994402,0.000028114,0.00008319862,0.00008672244,0.00002552126,0.00002142918,0.0000170876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2608621,"threshold_uncertainty_score":0.4250976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02443200268493726,"score_gpt":0.234914055761137,"score_spread":0.2104820530761997,"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."}}