{"id":"W46676076","doi":"10.1533/9780857093639.233","title":"Peas and other legume proteins","year":2011,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Proteins in Food Systems","field":"Agricultural and Biological Sciences","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Legume; Isolation (microbiology); Biology; Storage protein; Biotechnology; Agronomy; Bioinformatics; Biochemistry; Gene","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":[0.0002552583,0.0003932049,0.0004391813,0.00001909041,0.0001504855,0.00006743652,0.0003729221,0.0004353291,0.001369071],"category_scores_gemma":[0.00001002384,0.0001464447,0.0001605331,0.00000895729,0.0001783908,0.00003421598,0.0001990515,0.0003253999,0.0004973169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002864471,"about_ca_system_score_gemma":0.00001274904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001656733,"about_ca_topic_score_gemma":0.0003437153,"domain_scores_codex":[0.9985127,0.00004164292,0.0003454274,0.0005309504,0.0002728539,0.0002963507],"domain_scores_gemma":[0.999351,0.0000326407,0.0002448149,0.000170909,0.00005152258,0.0001491608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001046296,0.000005652386,0.00001882348,0.00002772119,0.00003994878,0.000009690543,0.00008249658,1.622083e-9,0.001585437,0.008884348,0.00007825599,0.9892572],"study_design_scores_gemma":[0.00006224584,0.0002126529,0.00006498137,0.0002507345,0.0000268812,0.00003003487,0.000005899146,2.021296e-7,0.0002144301,0.01561703,0.9831117,0.0004031477],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00100452,0.001683649,2.291146e-7,0.00007053142,0.0001830266,0.001187647,0.00008687464,0.0001157647,0.9956678],"genre_scores_gemma":[0.01752796,0.00002253488,0.00004636335,0.0003022296,0.0007719164,0.0001012835,0.000009032148,0.000008094259,0.9812106],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.988854,"threshold_uncertainty_score":0.9995438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03946349854933177,"score_gpt":0.2147436450277381,"score_spread":0.1752801464784063,"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."}}