{"id":"W6929189621","doi":"10.4224/20857897","title":"Do green buildings outperform conventional buildings? Indoor environment and energy performance in North American offices","year":2012,"lang":"en","type":"report","venue":"NPARC","topic":"Optics and Image Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Ceiling (cloud); Energy performance; Thermal comfort; Sample (material); Workstation; Efficient energy use; Energy consumption; Post-occupancy evaluation; Office workers","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005264776,0.0001233209,0.0001276215,0.0004175454,0.0005846209,0.0006189325,0.0002321373,0.0002331945,0.001584082],"category_scores_gemma":[0.001110181,0.0001310368,0.00008838236,0.0006268179,0.0005524444,0.0003998476,0.0004371094,0.0002221093,0.0001660432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007905252,"about_ca_system_score_gemma":0.0005178617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0851213,"about_ca_topic_score_gemma":0.299333,"domain_scores_codex":[0.9997182,0.00005874293,0.00001355797,0.00005262841,0.00007868586,0.00007812633],"domain_scores_gemma":[0.9990221,0.0001926093,0.0003020948,0.00004142843,0.0001462091,0.0002953983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009439248,0.000195891,0.989893,0.00001060147,0.00001457615,0.00006459071,0.002122831,0.000124658,0.0003575658,0.00008692717,0.00039444,0.00664046],"study_design_scores_gemma":[0.000001679217,0.00003732058,0.9969522,0.000003256306,0.000003519275,0.00001603018,0.002557238,0.0000669043,0.00004113604,0.00002102228,0.0002975571,0.000002064613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996433,0.00002961264,0.000006135059,0.00002609785,8.223098e-7,5.557387e-7,0.0000174183,4.082365e-7,0.0002755361],"genre_scores_gemma":[0.9998005,0.00003773881,0.00001324156,0.00001189788,0.000002182122,6.420684e-7,0.000026819,5.010119e-7,0.0001065043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0851213,"threshold_uncertainty_score":0.1692517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687433134693204,"score_gpt":0.2165187035038738,"score_spread":0.1996443721569417,"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."}}