{"id":"W4402074490","doi":"10.23960/snip.v4i1.575","title":"Implementasi Dokumen Rencana Pencegahan dan Peningkatan Kualitas Perumahan Kumuh dan Permukiman Kumuh Dalam Pelaksanaan Infrastruktur Permukiman Perkotaan","year":2024,"lang":"id","type":"article","venue":"Seminar Nasional Insinyur Profesional (SNIP)","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Environmental science; Forestry; Geography","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":[0.002847721,0.0006798193,0.000341041,0.001040071,0.002335936,0.006559344,0.001302202,0.001029694,0.06365541],"category_scores_gemma":[0.004744398,0.000400003,0.000625448,0.001608839,0.001296947,0.003191034,0.005156562,0.001683887,0.01179333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005263314,"about_ca_system_score_gemma":0.01545985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01942039,"about_ca_topic_score_gemma":0.03527056,"domain_scores_codex":[0.9972768,0.0006568457,0.0001382117,0.0003745654,0.0008240341,0.0007295157],"domain_scores_gemma":[0.9965684,0.000640485,0.0002847312,0.0004762466,0.001246222,0.0007837992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005247568,0.001005253,0.0491605,0.00339365,0.0002168642,0.001891436,0.02523655,0.003159506,0.0176408,0.09789826,0.08940965,0.7104627],"study_design_scores_gemma":[0.00004645584,0.0002871917,0.0424193,0.0006827133,0.0001140403,0.0003206554,0.01419958,0.0008708182,0.005909727,0.005346986,0.9297405,0.00006197282],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.218603,0.003418504,0.02432522,0.01518586,0.0006495608,0.001333201,0.003517103,0.002827317,0.7301403],"genre_scores_gemma":[0.6633659,0.003834422,0.02355098,0.001669467,0.0001313781,0.001007783,0.002713298,0.0006882202,0.3030387],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06365541,"threshold_uncertainty_score":0.2129486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02016204671255966,"score_gpt":0.2871483930474985,"score_spread":0.2669863463349388,"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."}}