{"id":"W4410070615","doi":"10.63824/nb.v3i2.312","title":"SOSIALISASI DAN PENYAMAAN PRESEPSI PENGELOLAAN JURNAL AKMIL MENUJU AKREDITASI JURNAL NASIONAL","year":2025,"lang":"id","type":"article","venue":"Jurnal Nagara Bhakti","topic":"Educational Research and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Biology","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":[],"category_scores_codex":[0.008342398,0.0009031557,0.001117921,0.00107377,0.003753881,0.00135768,0.002871128,0.0008416738,0.002856524],"category_scores_gemma":[0.006334768,0.0008762173,0.0009941993,0.002584944,0.001736769,0.001392241,0.0007044798,0.003274748,0.0005640981],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001479927,"about_ca_system_score_gemma":0.01308998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008585581,"about_ca_topic_score_gemma":0.0006078522,"domain_scores_codex":[0.9861048,0.003560724,0.001689805,0.001411186,0.00455911,0.002674387],"domain_scores_gemma":[0.991555,0.002985548,0.0007324188,0.0008930423,0.001676017,0.002158025],"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":[0.002093194,0.003607601,0.0291358,0.0006208575,0.001825014,0.0004336767,0.01586888,0.00004037061,0.01165124,0.1954205,0.6648855,0.07441736],"study_design_scores_gemma":[0.001996701,0.0004580971,0.1027093,0.0007336022,0.0003101984,0.00007159718,0.007663243,0.000110761,0.001797045,0.007912025,0.8753127,0.000924717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3813137,0.01195377,0.0005543161,0.04771793,0.01701826,0.00199282,0.0002814256,0.0002254831,0.5389423],"genre_scores_gemma":[0.8072016,0.006116819,0.003049063,0.003446636,0.01382336,0.0001939951,0.0001411155,0.0001481915,0.1658792],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4258879,"threshold_uncertainty_score":0.999679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05799994992635117,"score_gpt":0.4232110731347026,"score_spread":0.3652111232083514,"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."}}