{"id":"W4245034850","doi":"10.31219/osf.io/gvc57","title":"Analisis Transparansi dan Akuntabilitas Terhadap Alokasi Dana Desa ( Studi Desa Merbau Mataram Kecamatan Merbau Mataram )","year":2021,"lang":"id","type":"preprint","venue":"","topic":"Local Governance and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Political science; 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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003050743,0.002252178,0.003261024,0.000294567,0.001898888,0.001660815,0.003616173,0.001678886,0.004861652],"category_scores_gemma":[0.0003071298,0.002135581,0.001598311,0.001830369,0.001672725,0.00137733,0.001574212,0.002096754,0.0004776753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002720217,"about_ca_system_score_gemma":0.003571105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06366081,"about_ca_topic_score_gemma":0.07995568,"domain_scores_codex":[0.9836501,0.001546128,0.003198343,0.004102368,0.004459997,0.003043025],"domain_scores_gemma":[0.9931186,0.0007101016,0.001079209,0.002811573,0.0007924861,0.001487998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001822354,0.0143698,0.2252992,0.008510101,0.01902374,0.004484672,0.4718652,0.004723733,0.00316638,0.0955222,0.07907242,0.07214021],"study_design_scores_gemma":[0.004752826,0.0006217465,0.1871264,0.003897791,0.003513565,0.00009390384,0.3025882,0.0007317534,0.01180172,0.002546396,0.4718396,0.01048612],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8238922,0.0133654,0.01262809,0.01564644,0.00755882,0.006491058,0.0006651756,0.001172699,0.1185801],"genre_scores_gemma":[0.9646167,0.01131805,0.01180396,0.002791291,0.0007655737,0.0005491233,0.0009506271,0.0002253997,0.006979278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3927672,"threshold_uncertainty_score":0.9996172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03199504615187212,"score_gpt":0.298613266046147,"score_spread":0.2666182198942749,"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."}}