{"id":"W2251637533","doi":"10.1080/10835547.2015.12091872","title":"Assessing the Implementation of Mandating Energy Efficiency: Boulder, Colorado's Implementation of SmartRegs","year":2015,"lang":"en","type":"article","venue":"Journal of Sustainable Real Estate","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certification; Audit; Checklist; Quality assurance; Quality (philosophy); Efficient energy use; Renting; Quarter (Canadian coin); Control (management); Operations management; Business; Accounting; Engineering; Economics; Civil engineering; Management; Geography; Psychology","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":[0.001681485,0.0001656189,0.0003323742,0.0002978221,0.00009869965,0.000108986,0.0002157535,0.0000450897,0.00002222654],"category_scores_gemma":[0.00003787215,0.0001290136,0.0000989077,0.0005080462,0.00006073788,0.0007956856,0.00005399537,0.0001484829,1.548459e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005235849,"about_ca_system_score_gemma":0.0008574874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002889978,"about_ca_topic_score_gemma":0.00004511258,"domain_scores_codex":[0.9978799,0.0001346386,0.0009294877,0.00009950726,0.0005315376,0.0004249243],"domain_scores_gemma":[0.9978788,0.0001358835,0.0007645816,0.0001480686,0.0009610428,0.0001116437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002080047,0.0003431194,0.02104254,0.002287475,0.0008262991,0.0007702711,0.03966431,0.316183,0.02234212,0.01624998,0.00640692,0.573676],"study_design_scores_gemma":[0.003421162,0.0009604156,0.009863082,0.0001158456,0.0002345642,0.00009589796,0.9086391,0.01035565,0.05684132,0.00230591,0.006842625,0.000324368],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758071,0.0002037138,0.02202485,0.0001367602,0.0001812953,0.0002149521,0.000003536687,0.00002431172,0.001403529],"genre_scores_gemma":[0.9980336,0.0005995385,0.001182867,0.000009809994,0.00006946675,0.000008359822,0.000005923671,0.00002875529,0.00006161879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8689749,"threshold_uncertainty_score":0.5261023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01672700755174954,"score_gpt":0.3311966805910714,"score_spread":0.3144696730393219,"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."}}