{"id":"W1943254951","doi":"10.2172/983245","title":"Residential Forced Air System Cabinet Leakage and Blower Performance","year":2010,"lang":"en","type":"report","venue":"","topic":"Engineering and Material Science Research","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"HVAC; ASHRAE 90.1; Air conditioning; Leakage (economics); Engineering; Automotive engineering; Environmental science; Mechanical 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":[0.002342226,0.0003040604,0.0004636786,0.0001721798,0.0002301983,0.0002807532,0.0005055266,0.0004405908,0.0008476931],"category_scores_gemma":[0.0001616507,0.0002298964,0.00006143522,0.0001351952,0.0001928395,0.0002472496,0.0003412888,0.0004198283,0.000287371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001723024,"about_ca_system_score_gemma":0.0006148068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003033316,"about_ca_topic_score_gemma":0.0002752323,"domain_scores_codex":[0.9969165,0.00004127021,0.0004141292,0.0006198451,0.001323523,0.0006847613],"domain_scores_gemma":[0.9987386,0.00004423241,0.0001322407,0.0005429378,0.000284391,0.0002576127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002607303,0.00001410562,0.00009305134,0.002011311,0.0000105521,0.00005210252,0.00005892323,0.00007070717,0.9812889,0.0002435245,0.01525943,0.0008713032],"study_design_scores_gemma":[0.0007762295,0.0003981303,0.006833073,0.001384504,0.0001018327,0.001143391,0.0001533722,0.001865213,0.7268713,0.00001430378,0.2586875,0.001771158],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9025714,0.0001396827,0.0001874725,0.00005613265,0.005997537,0.0003864345,0.00004796724,0.0004196327,0.09019379],"genre_scores_gemma":[0.9463837,0.0003414419,0.0006652566,0.000007977588,0.0008473171,0.00005255404,0.0000199936,0.00004772542,0.05163402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2544177,"threshold_uncertainty_score":0.9374902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687071239369103,"score_gpt":0.275277090003907,"score_spread":0.258406377610216,"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."}}