{"id":"W7118017644","doi":"10.36040/pawon.v9i02.15062","title":"Analisa Karakteristik Infrastruktur Permukiman Bantaran Sungai Brantas di Kelurahan Samaan Kota Malang","year":2025,"lang":"","type":"article","venue":"Pawon Jurnal Arsitektur","topic":"Architectural and Urban Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Residential area; Pacific Area","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":[0.002156313,0.0007313476,0.0005533432,0.002020987,0.002116698,0.0037516,0.0009299182,0.0007948648,0.02184557],"category_scores_gemma":[0.005307448,0.0004601962,0.0007981962,0.002988262,0.001255401,0.002027612,0.001983076,0.001382701,0.003786337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001983723,"about_ca_system_score_gemma":0.003046108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02537992,"about_ca_topic_score_gemma":0.05658725,"domain_scores_codex":[0.9974819,0.0005585348,0.000175746,0.0005154947,0.0009007299,0.0003676781],"domain_scores_gemma":[0.9951048,0.00195306,0.0006725635,0.0003788317,0.001636951,0.0002537783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007296642,0.0004362483,0.5973369,0.003419024,0.0003736223,0.003007927,0.08201978,0.002011915,0.01863863,0.01232605,0.02158853,0.2581117],"study_design_scores_gemma":[0.00002024625,0.000233867,0.7079839,0.0008752513,0.0002498635,0.0009669877,0.1653324,0.002065636,0.007658087,0.003900856,0.1105789,0.0001340589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8701654,0.001965768,0.014797,0.001897143,0.0002109526,0.0005711417,0.007760685,0.0003024117,0.1023293],"genre_scores_gemma":[0.9430932,0.00144176,0.01130415,0.0003527217,0.00003177399,0.0006138529,0.003395049,0.0001430716,0.03962448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02537992,"threshold_uncertainty_score":0.07308072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211517460064673,"score_gpt":0.2333090011512481,"score_spread":0.2211938265506014,"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."}}