{"id":"W2281564616","doi":"10.2172/1090960","title":"Long-Term Results from Evaluation of Advanced New Construction Packages in Test Homes: Lake Elsinore, California","year":2013,"lang":"en","type":"report","venue":"","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermostat; Environmental science; Plenum space; Building envelope; Benchmark (surveying); Envelope (radar); Mode (computer interface); Meteorology; Term (time); Engineering; Thermal; Computer science; Geography; Telecommunications; Mechanical engineering; Cartography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002657052,0.0007664334,0.0004961974,0.0006592681,0.0006263204,0.0005350253,0.001221875,0.0003835034,0.001243738],"category_scores_gemma":[0.002243104,0.0003497726,0.0004457138,0.0007333513,0.0006096584,0.000573994,0.000618714,0.0004052824,0.0003928394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002819765,"about_ca_system_score_gemma":0.0009426514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04718573,"about_ca_topic_score_gemma":0.09460858,"domain_scores_codex":[0.997792,0.0004412707,0.00008928654,0.000245827,0.001223693,0.0002078831],"domain_scores_gemma":[0.9972023,0.0003864066,0.0002179642,0.0002652008,0.001760687,0.0001674714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0142597,0.02875875,0.3516108,0.001015002,0.0006281985,0.001118332,0.005832712,0.119486,0.1443539,0.00111417,0.0171423,0.3146801],"study_design_scores_gemma":[0.001495423,0.06878708,0.6615884,0.0000945166,0.0007733619,0.0004587662,0.004198974,0.06833731,0.1711867,0.0002931915,0.02258541,0.0002008154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960577,0.00004713657,0.001237696,0.00001484752,0.000003786841,0.0001324198,0.0003906624,0.00009922461,0.002016454],"genre_scores_gemma":[0.9902519,0.0001052544,0.003541535,0.0000164923,0.000005006627,0.0001594341,0.001759586,0.00005337638,0.004107416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04718573,"threshold_uncertainty_score":0.09382212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02422828925167537,"score_gpt":0.2608669222896621,"score_spread":0.2366386330379868,"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."}}