{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005123427,0.0006085615,0.000705575,0.0003694156,0.006136869,0.0004588688,0.001849908,0.0002433847,0.0414989],"category_scores_gemma":[0.001231187,0.0006967081,0.0005317835,0.002247737,0.0008051492,0.0004836494,0.0006260395,0.002032703,0.001053188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001509006,"about_ca_system_score_gemma":0.001905876,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007037763,"about_ca_topic_score_gemma":0.0009750714,"domain_scores_codex":[0.9895127,0.004537954,0.0007507104,0.001402508,0.002366917,0.001429156],"domain_scores_gemma":[0.9964889,0.0009961134,0.0004942964,0.0009316738,0.0003775578,0.0007114839],"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":[0.0002100024,0.003056391,0.04431839,0.0001793574,0.0006067073,0.0001996513,0.6311852,0.0004396128,0.002238234,0.06810947,0.2319305,0.01752647],"study_design_scores_gemma":[0.000404426,0.000260118,0.0134088,0.0000308221,0.0002070627,0.00004023518,0.269477,0.00009000029,0.00003263483,0.0005397574,0.7147417,0.0007674386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5847416,0.01398193,0.0001281524,0.05050053,0.01321346,0.00151558,0.0003086815,0.0005061641,0.3351039],"genre_scores_gemma":[0.8784003,0.0005639712,0.00258399,0.001886011,0.002699983,0.0002085626,0.000186075,0.0001332059,0.1133379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4828112,"threshold_uncertainty_score":0.9997246,"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."}}