{"id":"W7155530048","doi":"10.5281/zenodo.19742808","title":"POLICY BRIEF: OPTIMALISASI INTEGRITAS DAN AKSELERASI PELAYANAN PPDB 2024: EVALUASI BERBASIS DATA KCD WILAYAH IX (KABUPATEN INDRAMAYU & MAJALENGKA)","year":2024,"lang":"id","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Islamic Finance and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Audit; Data collection; Certification; Service (business)","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","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003631946,0.0004773872,0.0004518241,0.0006461546,0.005474446,0.004678488,0.006915085,0.0003774567,0.01071342],"category_scores_gemma":[0.002077707,0.0005312577,0.0001790968,0.003406658,0.001051964,0.001928748,0.00600225,0.001449458,0.01587683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000860104,"about_ca_system_score_gemma":0.0001846191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001735266,"about_ca_topic_score_gemma":0.00005011233,"domain_scores_codex":[0.9931517,0.002109514,0.0007855795,0.001443941,0.001341181,0.001168063],"domain_scores_gemma":[0.9955038,0.0001427338,0.0002645788,0.002786607,0.0009536607,0.0003486416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008286175,0.0003890917,0.0000378817,0.0003119648,0.0002694015,0.00006559533,0.02390408,0.00002823545,0.0005125101,0.07213195,0.3722561,0.5300103],"study_design_scores_gemma":[0.0004287973,0.0003274585,0.001672192,0.0004561662,0.0001459396,0.0000803018,0.004154635,0.003607107,0.00006813183,0.0005861666,0.9879018,0.0005712974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08271381,0.005709574,0.0007088907,0.0316205,0.001611201,0.002203691,0.002802806,0.002576855,0.8700527],"genre_scores_gemma":[0.9449436,0.009874789,0.0004067912,0.0004516601,0.001685011,4.66769e-7,0.009035729,0.002554905,0.03104703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8622298,"threshold_uncertainty_score":0.9997139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07857571570632824,"score_gpt":0.3308085607317527,"score_spread":0.2522328450254244,"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."}}