{"id":"W4386541831","doi":"10.29313/bcsurp.v3i2.8259","title":"Identifikasi Keberlanjutan Lingkungan pada Permukiman","year":2023,"lang":"en","type":"article","venue":"Bandung Conference Series Urban & Regional Planning","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Sanitation; Geography; Population; Sustainability; Business; Forestry; Agricultural science; Environmental planning; Humanities; Environmental engineering; Engineering; Environmental science; Sociology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002756909,0.0002728632,0.0002208902,0.0001198314,0.0004196719,0.0002295089,0.0004111696,0.00007716539,0.0008617316],"category_scores_gemma":[0.00003486498,0.0002661657,0.00007887319,0.0005516489,0.0002226345,0.0005939441,0.0005379465,0.0001952363,0.001264161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009752704,"about_ca_system_score_gemma":0.00003371836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001568225,"about_ca_topic_score_gemma":0.0001183197,"domain_scores_codex":[0.997939,0.00004107225,0.0003060956,0.0005421461,0.0006153189,0.0005564032],"domain_scores_gemma":[0.9993534,0.00006193636,0.0001101092,0.0002854179,0.00002238467,0.0001667297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003136993,0.0001057596,0.41621,0.0001074823,0.0001493836,0.0008587811,0.01204065,0.001550719,0.02394659,0.01723585,0.5053282,0.02215296],"study_design_scores_gemma":[0.0005133157,0.0001215413,0.5181599,0.0002046505,0.00003102597,0.00004422201,0.003192766,0.00124131,0.001223291,0.004406736,0.4700046,0.0008565522],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418541,0.00008374316,0.0005416639,0.002084394,0.000573324,0.0003831769,0.00001004078,0.0006596242,0.05380994],"genre_scores_gemma":[0.9545873,0.00003963267,0.0004462754,0.000276218,0.000120444,0.00003275507,0.0001596784,0.00002760256,0.04431003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.10195,"threshold_uncertainty_score":0.9999791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03601887071057296,"score_gpt":0.2459452060646934,"score_spread":0.2099263353541205,"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."}}