{"id":"W4390917045","doi":"10.24198/dharmakarya.v12i2.39474","title":"PENINGKATAN KAPASITAS APARATUR DESA DALAM PENGELOLAAN DANA DESA DI DESA CINTARATU KECAMATAN PARIGI KABUPATEN PANGANDARAN","year":2023,"lang":"id","type":"article","venue":"Dharmakarya","topic":"Local Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Humanities; Physics; 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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001966278,0.001057638,0.001161537,0.0003377037,0.002350405,0.001002657,0.001878819,0.0006370495,0.001465993],"category_scores_gemma":[0.0003111351,0.001037421,0.0004998812,0.003067972,0.0008103211,0.001285774,0.0007307571,0.001245042,0.008508543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008686641,"about_ca_system_score_gemma":0.001435403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003180215,"about_ca_topic_score_gemma":0.002550471,"domain_scores_codex":[0.991547,0.0006516721,0.001260808,0.001660681,0.002250182,0.002629666],"domain_scores_gemma":[0.9964954,0.0004028395,0.0006318425,0.001009091,0.0003299599,0.001130822],"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":[0.0009783045,0.000902747,0.155951,0.0005542205,0.001457672,0.003260489,0.1297395,0.0001327566,0.009206976,0.0165172,0.658047,0.02325214],"study_design_scores_gemma":[0.003232911,0.0004039698,0.3131784,0.0007033431,0.0005288236,0.00004186476,0.01922202,0.0006245411,0.01243577,0.001488908,0.6449939,0.003145581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9431271,0.002958242,0.00009142173,0.003485766,0.004326783,0.001551969,0.0004035316,0.001022941,0.04303224],"genre_scores_gemma":[0.9752481,0.003260953,0.0002328468,0.0008683259,0.001192701,0.0001414526,0.0005329742,0.0001539145,0.01836871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1572274,"threshold_uncertainty_score":0.9994468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03658173602384714,"score_gpt":0.3079150937295346,"score_spread":0.2713333577056875,"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."}}