{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006913419,0.0009253747,0.0003339378,0.001831393,0.0005985139,0.001962487,0.0008036876,0.0008465056,0.07574824],"category_scores_gemma":[0.0004818876,0.0001846695,0.000383591,0.001388275,0.0005798924,0.001206997,0.001406151,0.0009030561,0.02542415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009769924,"about_ca_system_score_gemma":0.0009965911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002248402,"about_ca_topic_score_gemma":0.005225187,"domain_scores_codex":[0.9996883,0.00002520179,0.00001468406,0.00006926354,0.0001631471,0.00003952126],"domain_scores_gemma":[0.9997594,0.00002600562,0.00003634678,0.00003421884,0.00008242278,0.00006163063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002563556,0.0003181267,0.0007984497,0.0007573147,0.00001828322,0.0002649309,0.00006644024,0.0009132619,0.02768799,0.02434198,0.05527727,0.8892995],"study_design_scores_gemma":[0.00001053063,0.0001050199,0.002605088,0.0001394649,0.00001324551,0.000504323,0.00004908844,0.0004878782,0.032358,0.004181634,0.9595319,0.00001383866],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01341007,0.01794507,0.01495662,0.001303736,0.0009825968,0.0001655122,0.001335333,0.0009701851,0.9489309],"genre_scores_gemma":[0.03282404,0.01523764,0.0112806,0.0005951942,0.0003250321,0.00005676626,0.001696598,0.0002985235,0.9376857],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07574824,"threshold_uncertainty_score":0.2534031,"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."}}