{"id":"W4244816476","doi":"10.31227/osf.io/6ektv","title":"ANALISIS TINGKAT PELAYANAN DAN KENYAMANAN JALUR PEDESTRIAN DI JALAN GAJAH MADA, DIPONEGORO DAN PAHLAWAN BERDASARKAN PERSEPSI PENGGUNA","year":2019,"lang":"id","type":"preprint","venue":"","topic":"Urban Transport Systems Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00201052,0.004253926,0.005550798,0.002124638,0.0008381837,0.001434472,0.003847033,0.002697383,0.005330341],"category_scores_gemma":[0.0001389505,0.004491469,0.003930409,0.002036771,0.0003183112,0.0008269754,0.001100138,0.004220976,0.001695158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001872476,"about_ca_system_score_gemma":0.0006273249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06409874,"about_ca_topic_score_gemma":0.03634808,"domain_scores_codex":[0.9831095,0.0008035143,0.004708168,0.004736105,0.002951024,0.00369173],"domain_scores_gemma":[0.9882616,0.0003984459,0.00170724,0.00697379,0.0006342462,0.002024623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009789502,0.0004967962,0.9218893,0.006295984,0.01013443,0.0006972843,0.007758305,0.04164011,0.002251088,0.001006154,0.005546003,0.002186639],"study_design_scores_gemma":[0.004738743,0.0006707478,0.7878956,0.003044842,0.0109361,0.0002194324,0.03143713,0.08651092,0.0009981836,0.00004750662,0.0617336,0.01176718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8254754,0.002845427,0.007623574,0.0008561111,0.005167978,0.003891075,0.0007912908,0.002090314,0.1512589],"genre_scores_gemma":[0.9748306,0.0005945567,0.0007601033,0.0001198266,0.002278417,0.0002163532,0.00365011,0.001218577,0.01633148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1493552,"threshold_uncertainty_score":0.9996021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553890204142575,"score_gpt":0.2189401066538938,"score_spread":0.2034012046124681,"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."}}