{"id":"W4315564064","doi":"10.24246/persi.v5i3.p225-242","title":"Perlukah Tata Kelola Pengelolaan Dana Kemahasiswaan Dilakukan?","year":2022,"lang":"id","type":"article","venue":"Perspektif Akuntansi","topic":"Educational Curriculum and Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Humanities; Political science; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001739009,0.0003696474,0.0003815739,0.00080479,0.005085479,0.01213928,0.0008940937,0.002027408,0.03781429],"category_scores_gemma":[0.004533211,0.0003164269,0.0003540586,0.001304644,0.006050908,0.008303205,0.00316631,0.003330215,0.008208183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003901634,"about_ca_system_score_gemma":0.005002819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01021665,"about_ca_topic_score_gemma":0.01967148,"domain_scores_codex":[0.998369,0.0005757749,0.00004487534,0.0003367169,0.0002581415,0.0004155105],"domain_scores_gemma":[0.9982876,0.0004859449,0.0001889188,0.0002483658,0.0003874282,0.0004016972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001115262,0.000120541,0.01159453,0.000383138,0.00004666366,0.00101112,0.03905251,0.0002351339,0.001441641,0.7958314,0.06204919,0.08812259],"study_design_scores_gemma":[0.00001942557,0.00004771365,0.008843997,0.0005284332,0.00003033017,0.0004390834,0.04170758,0.0002271648,0.0009144158,0.1056543,0.8415358,0.00005175738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1160643,0.01094938,0.00767428,0.1427518,0.003113946,0.0000664252,0.0004351875,0.0002495074,0.7186951],"genre_scores_gemma":[0.7438033,0.006483608,0.00301485,0.01174106,0.0006940701,0.00008014736,0.0002424248,0.0001853657,0.2337552],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03781429,"threshold_uncertainty_score":0.1265014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04095492258816606,"score_gpt":0.3580228968804694,"score_spread":0.3170679742923033,"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."}}