{"id":"W2001928361","doi":"10.3992/jgb.7.3.49","title":"EXPLORING THE DIVERSITY OF GREEN BUILDINGS","year":2012,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Green building; Architectural engineering; Diversity (politics); Sustainability; Multitude; Architecture; Certification; Engineering; Sustainable design; Process (computing); Order (exchange); Business; Geography; Computer science; Management; Ecology; Political science","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":[0.001212586,0.0001706036,0.0003105408,0.0002560641,0.0001973543,0.00002507497,0.0005020474,0.00004374636,0.00002346083],"category_scores_gemma":[0.00004927029,0.0001268119,0.0001982687,0.0003446203,0.00004888194,0.001029749,0.0002370274,0.0003645176,0.000002021298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001980471,"about_ca_system_score_gemma":0.00002618909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002116242,"about_ca_topic_score_gemma":0.000002221287,"domain_scores_codex":[0.9985264,0.00004965486,0.0004578696,0.00007362119,0.0004696648,0.0004227741],"domain_scores_gemma":[0.9990773,0.0001826528,0.0002460015,0.0001897767,0.0001495598,0.0001547384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002411227,0.0003863713,0.4516783,0.001365604,0.002050595,0.00018638,0.02686192,0.04235654,0.1948115,0.01612153,0.006620799,0.2573194],"study_design_scores_gemma":[0.006896814,0.001294152,0.4979683,0.002883215,0.002199715,0.001778767,0.03056477,0.01240706,0.3200415,0.008620985,0.1119594,0.003385286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856825,0.001003938,0.01185039,0.0001806449,0.0008842164,0.00008297722,0.000001450272,0.00004116463,0.0002727528],"genre_scores_gemma":[0.9947269,0.000174533,0.00426045,0.00002993827,0.0007022023,0.00000207844,1.360989e-7,0.00002835831,0.00007543102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2539341,"threshold_uncertainty_score":0.5171239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05764639094467999,"score_gpt":0.2478680382698451,"score_spread":0.1902216473251651,"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."}}