{"id":"W4368618018","doi":"10.30997/jsh.v14i1.8051","title":"SURVEI INDEKS KEPUASAN MASYARAKAT ATAS PELAYANAN PUBLIK JALAN PROVINSI BANTEN PADA WILAYAH KOLEKTOR PRIMER (WKP) II (SERANG-CILEGON)","year":2023,"lang":"id","type":"article","venue":"JURNAL SOSIAL HUMANIORA","topic":"Consumer Behavior and Marketing Influence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; Humanities; Business administration; Business; Philosophy","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002519705,0.001286792,0.001205377,0.001303022,0.002589823,0.002971582,0.001776175,0.0005882892,0.002807734],"category_scores_gemma":[0.0004560752,0.001309126,0.0007504864,0.002395266,0.000457743,0.003034266,0.001778007,0.001575967,0.003624896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002909011,"about_ca_system_score_gemma":0.0005292288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003464264,"about_ca_topic_score_gemma":0.002580272,"domain_scores_codex":[0.9924317,0.0002323078,0.001661617,0.001641643,0.001875011,0.002157697],"domain_scores_gemma":[0.9961382,0.0002076593,0.001195014,0.001291094,0.0009123932,0.0002556889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007429861,0.0009057126,0.8975435,0.001032775,0.0003119264,0.000725125,0.0004666133,0.00002360043,0.003331417,0.0006559857,0.07406022,0.02020017],"study_design_scores_gemma":[0.001875076,0.0001248079,0.6588562,0.0004734052,0.0005227635,0.00001424487,0.0002490344,0.0005502249,0.00008427695,0.00004385619,0.3358483,0.00135792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760751,0.0006637957,0.00001733038,0.001721884,0.005563506,0.001445945,0.0001376689,0.0009792375,0.01339559],"genre_scores_gemma":[0.9809751,0.00007726818,0.00002439587,0.001276673,0.004406424,0.0001032315,0.0006362769,0.0002874146,0.01221324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.261788,"threshold_uncertainty_score":0.9999884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02601350168534658,"score_gpt":0.2482095434151102,"score_spread":0.2221960417297636,"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."}}