{"id":"W4313291450","doi":"10.24903/obor.v3i2.1424","title":"ANALISIS AKUNTABILITAS DAN TRANSPARANSI PENGELOLAAN KEUANGAN DANA DESA DI DESA SEMANGKO KECAMATAN MARANGKAYU KABUPATEN KUTAI KARTANEGARA TAHUN 2019","year":2021,"lang":"en","type":"article","venue":"OBOR Oikonomia Borneo","topic":"Local Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Transparency (behavior); Accountability; Data presentation; Financial management; Business; Accounting; Data collection; Field research; Public administration; Finance; Political science; Sociology; Social science; Law","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"],"consensus_categories":[],"category_scores_codex":[0.0009272491,0.0005120222,0.0007434291,0.00012209,0.0009041342,0.0003758361,0.0008162198,0.0003677664,0.0008820427],"category_scores_gemma":[0.0002243154,0.0005280118,0.0003761629,0.0009862504,0.0004381067,0.0007746033,0.0001221981,0.0004158121,0.0003445042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008282084,"about_ca_system_score_gemma":0.001404452,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01107291,"about_ca_topic_score_gemma":0.03612726,"domain_scores_codex":[0.9955807,0.0004766917,0.0007673876,0.001084179,0.0008639716,0.001227107],"domain_scores_gemma":[0.9976766,0.0002982013,0.0002351386,0.0008768392,0.0002965793,0.0006166234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007968562,0.001720364,0.6695871,0.0004161264,0.001414868,0.001891229,0.08297693,0.0006992156,0.008511862,0.07524811,0.06655471,0.09018262],"study_design_scores_gemma":[0.00171309,0.0001194245,0.5664303,0.0001814748,0.0002465503,0.00002160248,0.01330334,0.0001018078,0.008055992,0.0007545371,0.4075961,0.001475778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632799,0.00236858,0.000270571,0.004312344,0.0007794652,0.0006186226,0.0002399151,0.0002618053,0.0278688],"genre_scores_gemma":[0.9934088,0.001026568,0.001542277,0.0007864028,0.0004423627,0.00008480764,0.000198813,0.00007583035,0.002434166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3410414,"threshold_uncertainty_score":0.9997171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01616299517213374,"score_gpt":0.2725446832212151,"score_spread":0.2563816880490813,"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."}}