{"id":"W1545947251","doi":"10.1002/9781118846315.ch19","title":"Eggs and Egg Products Processing","year":2014,"lang":"en","type":"other","venue":"Food processing","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Zoology; Computer science; 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"],"consensus_categories":[],"category_scores_codex":[0.0001692067,0.0003659371,0.0003234388,0.0001082597,0.0001233156,0.0001333911,0.0001970726,0.0004015023,0.00003033045],"category_scores_gemma":[0.0000786676,0.0003154736,0.00005196909,0.0001269724,0.0001606915,0.000005428685,0.0001503979,0.0001613874,0.00001166227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008474676,"about_ca_system_score_gemma":0.0001399281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001003903,"about_ca_topic_score_gemma":0.00003132207,"domain_scores_codex":[0.9984824,0.00004300424,0.0001967594,0.0007827277,0.0001749783,0.0003201209],"domain_scores_gemma":[0.9992147,0.000002355687,0.0003121551,0.0003031911,0.00008494218,0.00008266406],"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":[0.00009988311,0.0001532617,0.0006418304,0.004428004,0.0002882289,0.000004581211,0.0001291421,0.00000210923,0.3498034,0.00002846274,0.1026308,0.5417902],"study_design_scores_gemma":[0.0003185426,0.0003563357,0.00008149236,0.0006704028,0.00007659991,0.00002593569,0.00002402146,0.00004486374,0.09017853,0.0000608466,0.907554,0.0006084564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03221615,0.3028553,0.008441066,0.001066916,0.0005139132,0.002326171,0.0001389703,0.0006290574,0.6518125],"genre_scores_gemma":[0.820089,0.0004457005,0.004953885,0.0003573632,0.002819046,0.00009404912,0.0002125521,0.0006631751,0.1703652],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8049232,"threshold_uncertainty_score":0.9999297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009825801353414643,"score_gpt":0.2486684481666801,"score_spread":0.2388426468132654,"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."}}