{"id":"W2410093590","doi":"10.1002/pmic.200990080","title":"HUPO Highlights","year":2009,"lang":"en","type":"article","venue":"PROTEOMICS","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute","keywords":"Library science; Citation; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002775736,0.0007111053,0.0003658206,0.0009213818,0.001512411,0.003579675,0.001420099,0.003269376,0.1228303],"category_scores_gemma":[0.003988294,0.0002497956,0.0006286195,0.0006676014,0.0005048005,0.002148422,0.002887299,0.003704274,0.03106879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002216673,"about_ca_system_score_gemma":0.00570104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002339083,"about_ca_topic_score_gemma":0.004425024,"domain_scores_codex":[0.9990834,0.0001203521,0.00004776891,0.0001343536,0.0003238098,0.0002902405],"domain_scores_gemma":[0.9972637,0.0002350854,0.000120129,0.00009258377,0.0009651583,0.00132334],"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":[0.00007869769,0.00004678121,0.0002150533,0.0003704839,0.000004751222,0.0001726567,0.0000373288,0.00002778878,0.0002242825,0.003100842,0.9427482,0.05297302],"study_design_scores_gemma":[0.00000731866,0.00001586907,0.0004556217,0.0001994896,0.000003409561,0.00008820849,0.00007907124,0.000009344109,0.000102435,0.0006779314,0.9983587,0.000002727574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00309022,0.05189472,0.002233078,0.3732668,0.2991605,0.0005447744,0.004127987,0.0003235576,0.2653583],"genre_scores_gemma":[0.02276401,0.0758712,0.003228636,0.153564,0.137733,0.00106858,0.005939106,0.0003668882,0.5994646],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8771697,"threshold_uncertainty_score":0.4109084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007910317166114908,"score_gpt":0.2337673878100116,"score_spread":0.2258570706438967,"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."}}