{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.000420076,0.001320023,0.001474109,0.000733769,0.00376047,0.0013314,0.001067994,0.0002666212,0.003594123],"category_scores_gemma":[0.00007028104,0.001085213,0.0009294644,0.0004579566,0.001253591,0.0006650478,0.0009033161,0.001483497,0.0003341696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002659202,"about_ca_system_score_gemma":0.0001856023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001487354,"about_ca_topic_score_gemma":0.001989245,"domain_scores_codex":[0.9944091,0.0003713896,0.001517316,0.001229921,0.0008196214,0.001652694],"domain_scores_gemma":[0.9975482,0.0003281678,0.0005517659,0.0007881065,0.0003451859,0.0004386179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004099488,0.001557355,0.2888641,0.003228811,0.00744984,0.001194033,0.1353126,0.0002091455,0.004847836,0.1453834,0.285729,0.1221244],"study_design_scores_gemma":[0.002396139,0.000668422,0.244917,0.001613018,0.001328268,0.0001195095,0.00947881,0.0006097081,0.0006262521,0.004291142,0.7319739,0.001977833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8787453,0.01235143,0.000155718,0.007474901,0.004043904,0.0007707737,0.001015561,0.0002415708,0.09520081],"genre_scores_gemma":[0.9454262,0.001460205,0.00007960242,0.002433717,0.002621306,0.00003302889,0.0001650298,0.00008204162,0.04769887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4462449,"threshold_uncertainty_score":0.9999551,"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."}}