{"id":"W2018356910","doi":"10.1002/pmic.201090036","title":"HUPO Biological Reference Material Initiative Workshop 26 September 2009, Toronto, Canada","year":2010,"lang":"en","type":"article","venue":"PROTEOMICS","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Political science; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.005018437,0.0009649121,0.0007503115,0.00119577,0.004095568,0.005581368,0.001996853,0.002476517,0.0771338],"category_scores_gemma":[0.002214933,0.0005392102,0.000519393,0.0009595398,0.001172867,0.0009161797,0.002516549,0.002250599,0.03096398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01655227,"about_ca_system_score_gemma":0.04048702,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5777763,"about_ca_topic_score_gemma":0.8348414,"domain_scores_codex":[0.9977255,0.0001564655,0.00006629153,0.0002651386,0.001408818,0.0003777832],"domain_scores_gemma":[0.9971941,0.00008867314,0.00007082434,0.0000764161,0.001783436,0.0007865147],"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":[0.0001817519,0.00004957854,0.0006233642,0.0001209831,0.000009512963,0.0005059201,0.0003178902,0.0001985312,0.003653581,0.00251249,0.9412879,0.05053848],"study_design_scores_gemma":[0.000008854023,0.00001892975,0.001808805,0.00008295962,0.00000401358,0.0000591827,0.000250018,0.00006493994,0.0008125746,0.0002436111,0.9966328,0.00001335917],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02432675,0.07392111,0.0291327,0.1721418,0.06598404,0.002922998,0.02922788,0.002462558,0.5998802],"genre_scores_gemma":[0.01663034,0.01118937,0.006357692,0.004168594,0.001305709,0.0001801119,0.00719069,0.0003482563,0.9526291],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4222237,"threshold_uncertainty_score":0.8494205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02716092270555017,"score_gpt":0.2803532921631969,"score_spread":0.2531923694576467,"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."}}