{"id":"W1790264061","doi":"10.1080/10835547.2009.12091783","title":"Green Buildings and Productivity","year":2009,"lang":"en","type":"article","venue":"Journal of Sustainable Real Estate","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":190,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Productivity; Space (punctuation); Architectural engineering; Business; Operations management; Engineering; Computer science; Economics; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006723664,0.0001685653,0.0002849607,0.0002672176,0.00008350612,0.00009184323,0.0001356274,0.00005274189,0.000005398335],"category_scores_gemma":[0.00005299124,0.000148444,0.00006090039,0.0002903067,0.00003681751,0.0006529361,0.00002332924,0.0002654121,6.647975e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002746407,"about_ca_system_score_gemma":0.0001201606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001241942,"about_ca_topic_score_gemma":0.000001026568,"domain_scores_codex":[0.9988205,0.00003088148,0.000331378,0.0001208181,0.000238775,0.0004576754],"domain_scores_gemma":[0.9992234,0.00003967165,0.0001236992,0.0001263676,0.0003120354,0.0001748645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002819521,0.0002622737,0.001589015,0.001085834,0.0002309275,0.006117112,0.004064173,0.0318093,0.01728193,0.01510744,0.005180839,0.9169892],"study_design_scores_gemma":[0.008794588,0.006783653,0.10051,0.0006195246,0.0006599659,0.005564325,0.05885242,0.01930444,0.02668157,0.1362206,0.632627,0.003382011],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875921,0.0003546544,0.002643862,0.0006935211,0.00009720968,0.0001837513,6.09194e-7,0.00008931869,0.008344953],"genre_scores_gemma":[0.9940023,0.002563857,0.001868846,0.00002354816,0.0001920086,0.000001757957,3.1862e-7,0.00002250724,0.001324859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9136072,"threshold_uncertainty_score":0.6053371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006273548140996285,"score_gpt":0.2299244815244314,"score_spread":0.2236509333834351,"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."}}