{"id":"W6992925311","doi":"","title":"National Research Council study tracks insulation energy costs","year":2009,"lang":"en","type":"article","venue":"NPARC","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Research council; Energy (signal processing); Energy policy; Research program; Energy consumption","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003465536,0.0006808677,0.0007285894,0.004935898,0.001991994,0.003442078,0.001876404,0.003056676,0.1405936],"category_scores_gemma":[0.01089535,0.0006395254,0.0008238453,0.007061034,0.0003750997,0.002199356,0.0008056908,0.003066943,0.04957884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005305829,"about_ca_system_score_gemma":0.01722947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1389199,"about_ca_topic_score_gemma":0.2086971,"domain_scores_codex":[0.994538,0.0004316249,0.0002459451,0.0003918801,0.003594731,0.0007978888],"domain_scores_gemma":[0.9745932,0.005325529,0.001076006,0.00281845,0.01429289,0.001893971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001512646,0.0008996914,0.01201785,0.0004435727,0.00005693227,0.0002289361,0.0001484624,0.0006636364,0.001470821,0.02510047,0.8926246,0.06483247],"study_design_scores_gemma":[0.0001186944,0.0002467745,0.04307425,0.0002089604,0.00009000715,0.000146368,0.0003422854,0.0005060807,0.003205884,0.001238577,0.9507831,0.00003912916],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02497074,0.002197877,0.001066803,0.01313836,0.005457833,0.0003858238,0.1035554,0.0003539626,0.8488732],"genre_scores_gemma":[0.03200458,0.00197119,0.0008929225,0.001447112,0.0003324588,0.000128811,0.02822215,0.0002732907,0.9347274],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8610801,"threshold_uncertainty_score":0.4703326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1074145176568063,"score_gpt":0.3382014429994698,"score_spread":0.2307869253426635,"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."}}