{"id":"W4413619119","doi":"10.62951/router.v3i2.614","title":"Penerapan Metode Fuzzy untuk Mengetahui Penyakit Radang Kelopak Mata (Blepharitis)","year":2025,"lang":"en","type":"article","venue":"Router","topic":"Computer Science and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Blepharitis; Medicine; Computer science; Dermatology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003058382,0.0002064288,0.0002369363,0.0002512053,0.0001700439,0.0005578879,0.001819926,0.00006010803,0.00002545978],"category_scores_gemma":[0.00001126246,0.000198629,0.00009878488,0.0008518061,0.00002744198,0.001154558,0.0008609195,0.0001702414,0.0001384727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006870691,"about_ca_system_score_gemma":0.00008483193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006454872,"about_ca_topic_score_gemma":0.00002670949,"domain_scores_codex":[0.9983267,0.00003539114,0.0002637502,0.0005789614,0.0002966126,0.0004985611],"domain_scores_gemma":[0.9988255,0.00005601503,0.00003912368,0.0009129608,0.00005274529,0.000113673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000922712,0.0001742826,0.001530277,0.0001566116,0.000168268,0.000215017,0.002606752,0.007080673,0.006060699,0.4283455,0.07706652,0.4765862],"study_design_scores_gemma":[0.00135274,0.0001013221,0.01387486,0.0002562849,0.00003721777,0.00008429293,0.0000526413,0.6269836,0.01195398,0.01448076,0.3295825,0.001239866],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01287232,0.0006273014,0.9626116,0.003195794,0.001977684,0.0001552171,0.000002124406,0.00046791,0.01809012],"genre_scores_gemma":[0.8653591,0.00006212846,0.1270783,0.002006235,0.00029547,0.00003574295,0.000004868683,0.0000174632,0.005140629],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8524868,"threshold_uncertainty_score":0.8099856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006098801775861636,"score_gpt":0.2245131393636257,"score_spread":0.2184143375877641,"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."}}