{"id":"W4413332981","doi":"10.29313/bcsurp.v5i2.20884","title":"Studi Jalur Pedestrian Kawasan Pendidikan Kota Sukabumi Berbasis UNA","year":2025,"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":"Pedestrian; Transport engineering; Engineering","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":[0.0004493358,0.0003212255,0.0003366309,0.0008514069,0.001706891,0.001086686,0.0003147379,0.0003519261,0.006415248],"category_scores_gemma":[0.0008228551,0.0002228256,0.0002290725,0.0008701427,0.0003380472,0.0008860902,0.0006175652,0.0004641493,0.000898613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000672513,"about_ca_system_score_gemma":0.0005790021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008493721,"about_ca_topic_score_gemma":0.02415423,"domain_scores_codex":[0.9997637,0.00005457399,0.0000153987,0.00004224582,0.00005335368,0.00007075997],"domain_scores_gemma":[0.9996676,0.0000728414,0.00008266111,0.00001390001,0.00008616028,0.00007674166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001748167,0.0006231937,0.8920155,0.0002985295,0.00004559089,0.002068408,0.05233796,0.00009273333,0.001123174,0.002248198,0.003645566,0.04532636],"study_design_scores_gemma":[0.000007530718,0.0003346861,0.8430979,0.000221393,0.00008355081,0.001116469,0.1378113,0.0002345445,0.0005805331,0.0003439194,0.0161472,0.0000210503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955859,0.0004059246,0.00004625248,0.00009003791,0.00001852079,0.00001307436,0.00005925007,0.000001798588,0.003779233],"genre_scores_gemma":[0.9959463,0.0007842947,0.0001198368,0.00003705118,0.000006435535,0.00002280251,0.00009100577,0.000001876389,0.002990335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008493721,"threshold_uncertainty_score":0.02146113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06411984075726215,"score_gpt":0.2744176881579872,"score_spread":0.2102978474007251,"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."}}