{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008432211,0.0003930329,0.0003066319,0.001315071,0.001817247,0.001434428,0.0005843855,0.0003656657,0.01303483],"category_scores_gemma":[0.001079691,0.0002123392,0.0002307675,0.00146113,0.0005006748,0.0009963532,0.001012603,0.0005669525,0.001458956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009160117,"about_ca_system_score_gemma":0.002201742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003633084,"about_ca_topic_score_gemma":0.009607333,"domain_scores_codex":[0.9995115,0.0001328848,0.00004226929,0.0000707061,0.0001688086,0.00007384441],"domain_scores_gemma":[0.9995275,0.0001132101,0.0000832875,0.00001999626,0.0001810587,0.0000749633],"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":[0.000323815,0.000682376,0.3447485,0.002648886,0.00009898037,0.01058891,0.1844373,0.0003724021,0.01227656,0.01833062,0.03257146,0.3929201],"study_design_scores_gemma":[0.00001541094,0.0003286829,0.1874781,0.001427892,0.0001473031,0.005802045,0.5500291,0.001358427,0.005678897,0.002866433,0.2447935,0.00007422117],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9497569,0.001749811,0.002330246,0.00126189,0.0002325024,0.0002350957,0.0005915398,0.00005225882,0.04378979],"genre_scores_gemma":[0.9624959,0.002095803,0.005928164,0.0003010926,0.00002622356,0.0001997415,0.0008787697,0.00003090017,0.0280433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01303483,"threshold_uncertainty_score":0.0436058,"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."}}