{"id":"W7124243507","doi":"10.29313/jrpwk.v5i2.7559","title":"Persepsi Masyarakat terhadap Perubahan Tata Guna Lahan di Koridor Jalan Ir. H. Djuanda, Kota Bandung","year":2025,"lang":"","type":"article","venue":"Jurnal Riset Perencanaan Wilayah dan Kota","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Land use; Land cover; Vegetation cover; Spatial planning","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":[0.0003556803,0.000324563,0.0001805494,0.0006669458,0.001153411,0.001413255,0.0003349459,0.0003327629,0.01151893],"category_scores_gemma":[0.0004667332,0.0001685955,0.00025379,0.00140526,0.0005254945,0.0007677397,0.001474067,0.0005632025,0.001361298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008548134,"about_ca_system_score_gemma":0.002122166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01389072,"about_ca_topic_score_gemma":0.03206571,"domain_scores_codex":[0.9997755,0.00006089489,0.00001106831,0.00004796031,0.00004780739,0.00005684684],"domain_scores_gemma":[0.9997155,0.00005981626,0.00006184247,0.00002082385,0.00009012058,0.00005192552],"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":[0.0005378162,0.0004202328,0.4254716,0.002387211,0.0002458791,0.009771757,0.04233592,0.001737648,0.02907899,0.01184578,0.03317815,0.442989],"study_design_scores_gemma":[0.00001866819,0.0002787024,0.6381614,0.0005266034,0.0001324299,0.001919611,0.06305034,0.001027743,0.005216539,0.001949551,0.2876357,0.00008265496],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9416085,0.007094624,0.002267842,0.004439958,0.0001650892,0.0001097086,0.001713459,0.0001381195,0.04246262],"genre_scores_gemma":[0.965852,0.004192809,0.002382037,0.0002678343,0.00003931523,0.0001379248,0.0008844784,0.00003235557,0.02621144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01389072,"threshold_uncertainty_score":0.03853464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01198952522375986,"score_gpt":0.2313803526341385,"score_spread":0.2193908274103787,"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."}}