{"id":"W2097239755","doi":"10.1016/j.buildenv.2004.08.002","title":"An attic-interior infiltration and interzone transport model of a house","year":2004,"lang":"en","type":"article","venue":"Building and Environment","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Attic; Leakage (economics); Ventilation (architecture); Building envelope; Stack effect; Volumetric flow rate; Mechanics; Environmental science; Engineering; Meteorology; Structural engineering; Mechanical engineering; Physics; Roof","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00007918834,0.00009354046,0.0001097031,0.00001365875,0.00007038676,0.000006801044,0.00004782886,0.00002797928,0.00003720833],"category_scores_gemma":[0.000001496689,0.00008134654,0.00001877324,0.00001597063,0.0001809286,0.00008130309,0.00004387936,0.00004118322,0.000005247945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000360021,"about_ca_system_score_gemma":0.000001533172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001172749,"about_ca_topic_score_gemma":0.00001951275,"domain_scores_codex":[0.9994391,0.000006466274,0.0001320155,0.0002021811,0.0001064258,0.0001138696],"domain_scores_gemma":[0.9997988,0.000004275983,0.00003240486,0.0001008956,5.259182e-7,0.00006312223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004632533,0.0002273576,0.07520137,0.00003288413,0.00002524287,0.000004507305,0.005309843,0.1068563,0.7869527,0.0003257853,0.00002053727,0.02499714],"study_design_scores_gemma":[0.003897498,0.001703401,0.8113504,0.0002637851,0.0001904907,0.00004709842,0.001573862,0.03871917,0.131295,0.00769844,0.002070922,0.001189951],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904352,0.00005746562,0.009085754,0.0001777653,0.00001167402,0.00007152709,0.000004398481,0.00001598801,0.0001401591],"genre_scores_gemma":[0.9902554,0.0002767388,0.009344939,0.00005747894,0.00001081284,0.000006780033,7.105042e-7,0.000009853717,0.00003728254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.736149,"threshold_uncertainty_score":0.3317216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01210398420773491,"score_gpt":0.2109427552178136,"score_spread":0.1988387710100787,"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."}}