{"id":"W4295559921","doi":"10.54367/ulead.v1i2.1666","title":"Pelatihan dan Pendampingan Update Data dan Upload Proposal Penelitian dan Pengabdian Kepada Masyarakat Melalui Simlitabmas","year":2022,"lang":"id","type":"article","venue":"ULEAD Jurnal E-Pengabdian","topic":"Blockchain Technology in Education and Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Humanities; Art","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","insufficient_payload"],"category_scores_codex":[0.006668849,0.001861472,0.001707673,0.001739653,0.00751409,0.002015369,0.01503869,0.0007634893,0.002067009],"category_scores_gemma":[0.001351365,0.00217284,0.0006041119,0.003398974,0.001289382,0.002678305,0.008685738,0.009787843,0.00118979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001283089,"about_ca_system_score_gemma":0.004299111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007032524,"about_ca_topic_score_gemma":0.001520752,"domain_scores_codex":[0.9821761,0.004300416,0.002508343,0.004436685,0.00295731,0.003621099],"domain_scores_gemma":[0.9874663,0.0007392907,0.001761212,0.007644461,0.0005012741,0.001887514],"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":[0.0007588393,0.008212947,0.06860244,0.001345038,0.003002317,0.007629272,0.1102231,0.003482436,0.005774146,0.305279,0.09540236,0.3902881],"study_design_scores_gemma":[0.003255578,0.001578042,0.0120821,0.000420232,0.0004723389,0.003139645,0.04759204,0.05729858,0.001276031,0.001424265,0.8673319,0.004129297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7118368,0.0105981,0.01504023,0.1837567,0.03392787,0.007366545,0.001305868,0.005019995,0.03114797],"genre_scores_gemma":[0.9786709,0.0002759068,0.007492373,0.003453935,0.001624444,0.0002006414,0.001662171,0.0003663689,0.006253243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7719295,"threshold_uncertainty_score":0.9995879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02987936895057441,"score_gpt":0.2794466806910987,"score_spread":0.2495673117405243,"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."}}