{"id":"W7134999491","doi":"","title":"PEMANFAATAN SISTEM INFORMASI GEOGRAFIS UNTUK ANALISIS KUALITAS LINGKUNGAN PERMUKIMAN DI KECAMATAN LABUHAN RATU KOTA BANDAR LAMPUNG TAHUN 2025","year":2025,"lang":"","type":"other","venue":"Digilib Repository Unila (Lampung University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Population; Quality (philosophy)","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":[0.002370573,0.0005430634,0.0004355033,0.002438438,0.001906507,0.006482674,0.0006198197,0.001017753,0.02648437],"category_scores_gemma":[0.004884956,0.0003709069,0.0006558682,0.004902276,0.001025277,0.003332672,0.002254577,0.001418136,0.005838408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004698495,"about_ca_system_score_gemma":0.005855587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07376915,"about_ca_topic_score_gemma":0.1082597,"domain_scores_codex":[0.9980357,0.0004376145,0.000106442,0.0002713552,0.000819,0.0003297692],"domain_scores_gemma":[0.996183,0.00106433,0.0003814496,0.000262171,0.001845662,0.0002634367],"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":[0.0007723251,0.0003235702,0.2978024,0.003988047,0.0003390353,0.001333021,0.03120887,0.003735937,0.01242053,0.04827762,0.09152956,0.5082692],"study_design_scores_gemma":[0.00003159703,0.000198578,0.306041,0.001342616,0.000239357,0.0004272144,0.05134921,0.002442827,0.006698773,0.007335805,0.6237728,0.0001202365],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5135514,0.01162871,0.01925364,0.01869355,0.0007972352,0.0006223387,0.02088715,0.001288313,0.4132776],"genre_scores_gemma":[0.8449845,0.008705653,0.01531587,0.001730184,0.0001406135,0.0003494295,0.01177293,0.0003165941,0.1166842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07376915,"threshold_uncertainty_score":0.1466795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006638475319904,"score_gpt":0.2070233833273729,"score_spread":0.2003849080074689,"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."}}