{"id":"W3031223132","doi":"10.5539/jsd.v13n3p33","title":"Benchmarking Case Study, Applying Sustainable -Eco - Building Assessment Method (SEBAM) in Greater Khartoum, Comparing with Global Systems","year":2020,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Benchmarking; Sustainable development; Sample (material); Business; Capital city; Environmental resource management; Computer science; Environmental economics; Geography; Environmental science; Political science; Economics; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001257096,0.0002261461,0.0001808483,0.000954934,0.00225598,0.001139104,0.0005335748,0.0006085261,0.003428561],"category_scores_gemma":[0.002305606,0.0001030895,0.0001611019,0.002295271,0.0007632985,0.0007070024,0.0009632343,0.0003354924,0.0002805831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002438706,"about_ca_system_score_gemma":0.001226224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009872586,"about_ca_topic_score_gemma":0.02790929,"domain_scores_codex":[0.9987617,0.0006148208,0.00006622446,0.0001053682,0.0002497555,0.0002022379],"domain_scores_gemma":[0.9990323,0.0003212434,0.0001245787,0.0001026876,0.0002913362,0.0001279833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001409067,0.004210531,0.3519496,0.00197448,0.0001340816,0.03429213,0.100346,0.0264797,0.02209963,0.05164856,0.01975245,0.3857038],"study_design_scores_gemma":[0.0001088547,0.002610703,0.4349688,0.0006043595,0.0001036406,0.006297174,0.3724054,0.01629271,0.02331949,0.006502082,0.1366712,0.0001156367],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840307,0.0001432801,0.001796702,0.0002419322,0.00001366292,0.0001830316,0.0002053552,0.00001322554,0.01337212],"genre_scores_gemma":[0.9935003,0.0001545929,0.002704441,0.00004196122,0.000004589024,0.0000983331,0.0001357296,0.000006796719,0.003353239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009872586,"threshold_uncertainty_score":0.01963025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0218477497818477,"score_gpt":0.2826765609184864,"score_spread":0.2608288111366387,"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."}}