{"id":"W4402063715","doi":"10.58411/f3gvv919","title":"PENGUKURAN INDEKS KEPUASAN LAYANAN INFRASTRUKTUR KOTA MALANG TAHUN 2021","year":2022,"lang":"id","type":"article","venue":"PANGRIPTA","topic":"Economic Growth and Fiscal Policies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Business","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008430749,0.0005433752,0.00105238,0.0005857179,0.0008599477,0.0003030734,0.001132229,0.0002619467,0.01383271],"category_scores_gemma":[0.0001425747,0.0007453987,0.000478513,0.0006285452,0.0001859913,0.0003409141,0.001023042,0.001178796,0.003216002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004128246,"about_ca_system_score_gemma":0.0001182621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001868661,"about_ca_topic_score_gemma":0.0002185569,"domain_scores_codex":[0.9960541,0.0001192823,0.001404394,0.001062747,0.0001274116,0.001232112],"domain_scores_gemma":[0.9975902,0.0001022798,0.0008246317,0.001032675,0.00003433536,0.0004158433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006415582,0.0003571846,0.8637013,0.0001299668,0.0003328588,0.00004928562,0.003032641,0.0001033932,0.0000469478,0.06087653,0.06728514,0.004020611],"study_design_scores_gemma":[0.001122852,0.0002488714,0.3266998,0.00001662027,0.00003227533,0.00002472778,0.001409892,0.0009722353,0.00003927092,0.003456049,0.6651061,0.0008714047],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7288858,0.01084064,0.00006184581,0.004254655,0.006512085,0.0006226749,0.002985399,0.00007757535,0.2457593],"genre_scores_gemma":[0.9569337,0.0005833734,0.00007289795,0.001773321,0.001020063,0.0001423024,0.0002777102,0.0001118863,0.0390847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5978209,"threshold_uncertainty_score":0.9994997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0192453564945601,"score_gpt":0.1906701748628849,"score_spread":0.1714248183683248,"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."}}