{"id":"W7114985294","doi":"10.70609/i-com.v5i4.8322","title":"Asistensi Penyusunan Rancangan Teknokratik Rencana Pembangunan Jangka Menengah Daerah Kota Kediri","year":2025,"lang":"","type":"article","venue":"I-Com Indonesian Community Journal","topic":"Public Administration in Developing Nations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Certification; Legal norm; Legislation","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01158287,0.0009265538,0.001327704,0.001680789,0.02049084,0.00313694,0.0050674,0.0009689992,0.001174392],"category_scores_gemma":[0.005045194,0.001034896,0.0006668916,0.004923396,0.002118455,0.001845505,0.0008304282,0.007810773,0.00009189336],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002153138,"about_ca_system_score_gemma":0.01318025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005022513,"about_ca_topic_score_gemma":0.022635,"domain_scores_codex":[0.9818524,0.01088816,0.002729258,0.0006144586,0.002156849,0.001758926],"domain_scores_gemma":[0.9895825,0.002628899,0.001792264,0.002072,0.002726569,0.001197768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004483101,0.004512357,0.05064816,0.0004717798,0.002914904,0.0004125928,0.1389843,0.0001082942,0.0005623351,0.2599102,0.4625464,0.07848032],"study_design_scores_gemma":[0.006293588,0.0005672204,0.1575534,0.002129131,0.0007112224,0.0006703159,0.1586927,0.0005033844,0.0004478013,0.02582601,0.644116,0.002489227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3071372,0.002386873,0.005204592,0.212972,0.01380824,0.002047396,0.0002074304,0.0004787339,0.4557576],"genre_scores_gemma":[0.978642,0.0008404042,0.001401361,0.003225413,0.001141615,0.00004828803,0.00008158865,0.00007504559,0.0145443],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6715048,"threshold_uncertainty_score":0.9997387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0352646746892981,"score_gpt":0.3482107331682518,"score_spread":0.3129460584789537,"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."}}