{"id":"W4395093212","doi":"10.29313/bcsurp.v4i1.10368","title":"Upaya Penanganan Permukiman Kumuh","year":2024,"lang":"en","type":"article","venue":"Bandung Conference Series Urban & Regional Planning","topic":"Architectural and Urban Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Computer science","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":[0.000199213,0.0002700728,0.000129061,0.0003483966,0.001684927,0.001320424,0.0003356199,0.0002469426,0.03339959],"category_scores_gemma":[0.0003312679,0.0001524579,0.000122356,0.0007219652,0.0004016954,0.0007539418,0.0008978179,0.0005059422,0.003010939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006002617,"about_ca_system_score_gemma":0.001329031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003607373,"about_ca_topic_score_gemma":0.01398582,"domain_scores_codex":[0.999886,0.00002933154,0.000007542234,0.00002272049,0.00002646797,0.00002789341],"domain_scores_gemma":[0.9998115,0.00004472004,0.00002546385,0.00001583882,0.00005395923,0.00004846673],"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":[0.0004806265,0.0007231191,0.06202106,0.002111313,0.0000546113,0.01594284,0.03782676,0.0009781822,0.02659077,0.05337263,0.05723812,0.74266],"study_design_scores_gemma":[0.00001962982,0.0002038176,0.06498978,0.0006012305,0.00005016658,0.004200813,0.04991129,0.000848909,0.009004316,0.004424666,0.8656982,0.00004734526],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5492615,0.005991754,0.004976001,0.003613916,0.0008052217,0.0002448669,0.0009607224,0.0002376397,0.4339083],"genre_scores_gemma":[0.7827066,0.003681263,0.005265287,0.0005354988,0.00005288299,0.000125525,0.0006080904,0.0000634386,0.2069613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03339959,"threshold_uncertainty_score":0.1117327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07703448805751732,"score_gpt":0.2576835263732358,"score_spread":0.1806490383157184,"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."}}