{"id":"W4392621545","doi":"10.32493/.v3i1.28229","title":"STRATEGI MENINGKATKAN KEPUASAN MASYARAKAT TERHADAP PELAYANAN APARATUR DESA CIBADUNG, KECAMATAN GUNUNG SINDUR, KABUPATEN BOGOR","year":2023,"lang":"en","type":"article","venue":"PENGABDIAN SOSIAL","topic":"SMEs Development and Digital Marketing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Steel Producers Association","funders":"","keywords":"Business administration; Business; Psychology","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":[],"category_scores_codex":[0.001707448,0.0003871088,0.0003993492,0.0003244972,0.001440884,0.001084319,0.0007689187,0.0002959718,0.0009038058],"category_scores_gemma":[0.0004363344,0.0004032079,0.0001981386,0.001346903,0.0003263034,0.0009274834,0.0002112464,0.0004265611,0.001216187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002492537,"about_ca_system_score_gemma":0.0006044788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004823264,"about_ca_topic_score_gemma":0.001134096,"domain_scores_codex":[0.9961017,0.0003710481,0.0005308727,0.000687193,0.0009274649,0.001381668],"domain_scores_gemma":[0.9984463,0.0003539296,0.0001987079,0.000340072,0.0001162709,0.0005447132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005972949,0.0003897462,0.5831485,0.0002296699,0.0004316758,0.00122131,0.09736379,0.00007447828,0.005379277,0.1308141,0.1034482,0.07690196],"study_design_scores_gemma":[0.002666669,0.0002376158,0.4695469,0.0003363651,0.0001251437,0.00002454061,0.06896748,0.0006640082,0.001139994,0.007393809,0.4458863,0.003011233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.607248,0.00008091569,0.00001093041,0.001229247,0.001060254,0.0004276173,0.00001902964,0.0006551802,0.3892688],"genre_scores_gemma":[0.9870536,0.00006810201,0.0003459889,0.0001631613,0.001122896,0.00005667305,0.0001428865,0.00006215096,0.01098455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3798056,"threshold_uncertainty_score":0.9999527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04288205768575193,"score_gpt":0.3083990377205119,"score_spread":0.26551698003476,"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."}}