{"id":"W6947795294","doi":"10.4224/23001861","title":"Effects of green building certification on organizational productivity metrics","year":2017,"lang":"en","type":"report","venue":"NPARC","topic":"Coleoptera: Cerambycidae studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Productivity; Certification; Green building; Accommodation; Measure (data warehouse); Value (mathematics); Sustainability","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":[0.005323558,0.0003480029,0.0002518667,0.000646629,0.0006254197,0.001165286,0.0005117101,0.0003132528,0.003637637],"category_scores_gemma":[0.02364375,0.00009797226,0.0004905634,0.0006429872,0.0009043033,0.000643793,0.001376748,0.0006882967,0.0002060565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002169584,"about_ca_system_score_gemma":0.002215271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02256212,"about_ca_topic_score_gemma":0.04803675,"domain_scores_codex":[0.9947752,0.002821314,0.0001548007,0.0003306194,0.001343653,0.0005744282],"domain_scores_gemma":[0.957172,0.02305129,0.008553012,0.002097273,0.005262962,0.003863486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003246952,0.001774616,0.8631431,0.0002749631,0.0003672472,0.0002882605,0.001479897,0.002104212,0.00648185,0.0009087439,0.001025566,0.1189046],"study_design_scores_gemma":[0.000007983752,0.0008840475,0.99691,0.00002164477,0.00003429353,0.00001532459,0.0006413229,0.0001731933,0.0004870645,0.0001020969,0.0007169025,0.000006267373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937295,0.0005386824,0.00027884,0.0001756007,0.00001855825,0.00003929389,0.0001623106,0.00001613652,0.005041047],"genre_scores_gemma":[0.9989895,0.00008936813,0.0002283876,0.00003049902,0.000004593523,0.00001239145,0.00009284027,0.000003523515,0.0005488966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02256212,"threshold_uncertainty_score":0.04486156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04209263709591996,"score_gpt":0.2715969427101381,"score_spread":0.2295043056142182,"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."}}