{"id":"W2422430704","doi":"10.1016/j.carres.2008.05.010","title":"Foreword","year":2008,"lang":"en","type":"article","venue":"Carbohydrate Research","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00163704,0.0001400324,0.0001845568,0.0006304492,0.0004125257,0.00002969703,0.0005183375,0.0001085466,0.0007413487],"category_scores_gemma":[0.0004254367,0.0001301009,0.0000819732,0.002282834,0.0007410192,0.0001901471,0.0002157296,0.0007253547,0.08318213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002658303,"about_ca_system_score_gemma":0.0002513771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001789869,"about_ca_topic_score_gemma":0.00002607532,"domain_scores_codex":[0.9964625,0.0004656283,0.0002052857,0.0004234766,0.001292617,0.00115046],"domain_scores_gemma":[0.9980323,0.0002466374,0.00002511328,0.0007712459,0.0005807023,0.0003439998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001159375,0.0001540266,0.007482967,0.00002239526,0.00004475765,0.0007567745,0.0009571521,0.00003777137,0.5704193,0.008039402,0.4114539,0.0005157017],"study_design_scores_gemma":[0.004177905,0.0009564486,0.03309467,0.00015164,0.00002732315,0.0004441148,0.001015428,0.01776826,0.4757891,0.01475757,0.4498706,0.001946903],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9542808,0.0004067157,0.00001097356,0.0002312361,0.00009641647,0.0003300809,0.00001853246,0.0005726177,0.04405263],"genre_scores_gemma":[0.9902701,0.00005772652,0.0001444323,0.00002711002,0.0002573518,0.0001023944,0.000009531729,0.0003131089,0.008818256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09463014,"threshold_uncertainty_score":0.9175317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2387420361210721,"score_gpt":0.4090397598785334,"score_spread":0.1702977237574614,"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."}}