{"id":"W2997481152","doi":"","title":"SISTEM PAKAR UNTUK MENDIAGNOSA PENYAKIT KELAPA SAWIT MENGGUNAKAN METODE CERTAINTY FACTOR","year":2018,"lang":"id","type":"article","venue":"","topic":"Oil Palm Production and Sustainability","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Horticulture; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001119082,0.0007164603,0.0006809511,0.0001175335,0.0009415068,0.0002525167,0.000837217,0.0003543489,0.1044057],"category_scores_gemma":[0.0004981564,0.0006229272,0.000354186,0.0007358016,0.001732831,0.0006647997,0.0006489844,0.0005133817,0.01446108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001563753,"about_ca_system_score_gemma":0.0001321731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002055536,"about_ca_topic_score_gemma":0.001839117,"domain_scores_codex":[0.994162,0.0006392791,0.0009008048,0.001827003,0.001094747,0.001376151],"domain_scores_gemma":[0.9969706,0.0002267859,0.0002788969,0.001630145,0.0001407671,0.0007528291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009352646,0.006120249,0.4672945,0.001002157,0.001061774,0.0002324645,0.04137032,0.0001714173,0.03221705,0.01201353,0.216105,0.2214763],"study_design_scores_gemma":[0.001097937,0.0008939328,0.2168425,0.00002805179,0.0001186289,0.0000206383,0.007491219,0.0003751067,0.0376133,0.0012015,0.7330515,0.0012657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7550853,0.000161099,0.0003204156,0.01081134,0.002630668,0.001374373,0.0000712793,0.0003609177,0.2291846],"genre_scores_gemma":[0.8533368,0.00008052341,0.0004907633,0.0008157355,0.0007984678,0.00004085349,0.00001416058,0.00005190853,0.1443709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5169464,"threshold_uncertainty_score":0.9996222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01535482172450048,"score_gpt":0.2620348733413838,"score_spread":0.2466800516168833,"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."}}