{"id":"W4236830035","doi":"10.31219/osf.io/bqus7","title":"RANCANG BANGUN KNOWLEDGE MANAGEMENT SYSTEM BERBASIS WEB (PENGELOLAAN SUMBER DATA SEBAGAI PENDUKUNG PENGETAHUAN)","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Edcuational Technology Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Knowledge management; Transparency (behavior); Engineering management; Data management; Computer science; Management system; World Wide Web; Engineering; Operations management; Database","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","open_science","insufficient_payload"],"consensus_categories":["open_science"],"category_scores_codex":[0.00284769,0.0008506652,0.001010951,0.0008248491,0.000348503,0.0006887698,0.01390163,0.0008704463,0.00008761913],"category_scores_gemma":[0.00007441708,0.000824569,0.0002353494,0.0008630458,0.0002082031,0.000839637,0.02883941,0.0009827127,0.002783746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006351277,"about_ca_system_score_gemma":0.0004605817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001954434,"about_ca_topic_score_gemma":0.0007570518,"domain_scores_codex":[0.9931402,0.0005052008,0.001218094,0.003169186,0.001071367,0.0008959444],"domain_scores_gemma":[0.9879755,0.0002517657,0.0006384913,0.01038266,0.0005098967,0.0002417115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001637487,0.0004274217,0.003227073,0.005659861,0.002578868,0.0004108464,0.000977332,0.00005958732,0.00006101288,0.6237341,0.3197988,0.04304879],"study_design_scores_gemma":[0.002203026,0.00009916098,0.004329492,0.004552599,0.0008286103,0.0003780748,0.001625629,0.5046846,0.0005811272,0.002579062,0.4742029,0.003935657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004772611,0.005749105,0.3078745,0.002047532,0.01457354,0.004385037,0.0003531938,0.006531461,0.653713],"genre_scores_gemma":[0.8263123,0.0001578086,0.1557552,0.0001761095,0.00133691,0.0005507182,0.0006221605,0.0001363109,0.01495245],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8215397,"threshold_uncertainty_score":0.9994205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06285234675815449,"score_gpt":0.3053808736703956,"score_spread":0.2425285269122411,"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."}}