{"id":"W4408233804","doi":"10.18280/ijsdp.200216","title":"Sustainable Management Strategies for Coastal Waterfront Settlement in Bandar Lampung, Indonesia","year":2025,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Settlement (finance); Environmental planning; Geography; Sustainable management; Environmental resource management; Business; Environmental science; Sustainability; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002708221,0.0002359101,0.0001143227,0.0004292617,0.002234334,0.002128854,0.0009256052,0.0005940144,0.005376405],"category_scores_gemma":[0.000298835,0.0001400788,0.0001711614,0.0006688324,0.0006268659,0.000749949,0.002218078,0.0006617813,0.000398728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002662879,"about_ca_system_score_gemma":0.008244367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02626,"about_ca_topic_score_gemma":0.1076236,"domain_scores_codex":[0.9998265,0.00003622516,0.00001004643,0.00001466547,0.00002819169,0.00008443101],"domain_scores_gemma":[0.9998538,0.000009684847,0.000023706,0.000004113003,0.00002895719,0.00007960331],"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":[0.0003539687,0.001925333,0.1590335,0.001499684,0.0001116559,0.02045348,0.07002749,0.01148458,0.02005933,0.1233739,0.05877616,0.5329009],"study_design_scores_gemma":[0.00006889515,0.0005240954,0.2651759,0.001241317,0.0001726339,0.002368578,0.4066738,0.01035036,0.00443517,0.01661531,0.2922677,0.0001062896],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8631514,0.001516545,0.001944295,0.009502455,0.0001104914,0.0001987361,0.0001478385,0.00006839037,0.1233597],"genre_scores_gemma":[0.9548892,0.001362656,0.002096798,0.000296309,0.00001308014,0.0000820879,0.00007728621,0.00001144008,0.04117119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02626,"threshold_uncertainty_score":0.05221426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006920882632440699,"score_gpt":0.2432845743740386,"score_spread":0.2363636917415979,"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."}}