{"id":"W2963361879","doi":"10.22696/jkiaebs.20180054","title":"Analysis of Scoring Status and Adoption Characteristics by Evaluation Items based on LEED Canada Certified Cases","year":2018,"lang":"en","type":"article","venue":"Journal of KIAEBS","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Certification; Business; Economics; Management","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":[0.0003393437,0.00005940633,0.0001839527,0.0000532255,0.00008924942,0.00001285134,0.00004307129,0.00002114224,0.0002134105],"category_scores_gemma":[0.0001874746,0.0000493504,0.00004084338,0.0002179799,0.00008790274,0.00006513063,0.00001457349,0.0000531898,9.171453e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003232424,"about_ca_system_score_gemma":0.00005347865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.058097,"about_ca_topic_score_gemma":0.07908676,"domain_scores_codex":[0.9990458,0.00005528066,0.0002489782,0.00007261377,0.0004752105,0.0001020387],"domain_scores_gemma":[0.9994156,0.0000795639,0.0003119424,0.00005731195,0.00006438221,0.0000712172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001427859,0.0000684135,0.9734693,0.000006381223,0.0002191853,0.000007251326,0.0005601317,0.00055919,0.003724321,0.000005580082,0.004939838,0.0162976],"study_design_scores_gemma":[0.000248525,0.0002009592,0.9886827,0.0000165052,0.0003779009,8.390063e-7,0.0002673692,0.008662875,0.000475674,0.000007753587,0.000996997,0.00006191387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988039,0.0000572829,0.00007122118,0.00009529809,0.0001280685,0.00004273492,0.00002046474,0.000001307595,0.0007797715],"genre_scores_gemma":[0.999716,0.00003935715,0.00003974286,0.00009561659,0.00005867308,5.153123e-7,0.000005081071,0.000003243761,0.00004181417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02098975,"threshold_uncertainty_score":0.9481752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02497648805763796,"score_gpt":0.2536621954717898,"score_spread":0.2286857074141518,"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."}}