{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02225142,0.0009583174,0.0007471972,0.002614108,0.003256634,0.01763448,0.002946933,0.01914459,0.1019308],"category_scores_gemma":[0.05214988,0.001184534,0.001427813,0.00332241,0.001252599,0.008823385,0.004761118,0.008618204,0.0274159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01896002,"about_ca_system_score_gemma":0.08548263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08561472,"about_ca_topic_score_gemma":0.05935297,"domain_scores_codex":[0.9839796,0.004077507,0.00114284,0.001077901,0.006341408,0.003380654],"domain_scores_gemma":[0.9568051,0.01645298,0.002008021,0.001245345,0.01509166,0.008396913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002016051,0.0001731447,0.00125292,0.0005055053,0.00001561618,0.0002060319,0.0002889293,0.0006169681,0.0004512437,0.02537257,0.9497405,0.02117503],"study_design_scores_gemma":[0.00008110248,0.00007810454,0.002175544,0.0003692733,0.00001619393,0.00003103823,0.0005915141,0.0003516099,0.000310755,0.002334578,0.9936232,0.00003707919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0078351,0.005729262,0.003706327,0.6198971,0.01261883,0.003368005,0.03682178,0.001486227,0.3085373],"genre_scores_gemma":[0.04423868,0.009448206,0.0139289,0.265277,0.003871528,0.00516712,0.01738621,0.0004865327,0.6401958],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1019308,"threshold_uncertainty_score":0.3409925,"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."}}