{"id":"W2943445284","doi":"10.1039/9781788013833-00359","title":"Value-added Uses of Eggshell and Eggshell Membranes","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Eggshell; Eggshell membrane; Pulp and paper industry; Calcium carbonate; Chemistry; Membrane; Food science; Waste management; Materials science; Chemical engineering; Biochemistry; Biology; Organic chemistry; Engineering; Ecology","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":[0.0003130366,0.0005139778,0.0003193001,0.001054488,0.0003473086,0.00106944,0.0004216026,0.001001647,0.005314176],"category_scores_gemma":[0.0003936075,0.0001694263,0.0004508359,0.0008107955,0.0002994627,0.0008993261,0.0008995192,0.0006983215,0.00190415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004590739,"about_ca_system_score_gemma":0.0003162023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003646359,"about_ca_topic_score_gemma":0.0007248496,"domain_scores_codex":[0.9996508,0.00003575988,0.00001517853,0.00005014536,0.0001892757,0.00005888918],"domain_scores_gemma":[0.9998466,0.0000208872,0.00003835704,0.00001409982,0.00004497739,0.00003514838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002384879,0.0001676819,0.001191082,0.005219386,0.0001099554,0.001863503,0.0001699381,0.0006218254,0.6610898,0.01765397,0.01058257,0.3010918],"study_design_scores_gemma":[0.0000148214,0.0003716265,0.002371525,0.0007064248,0.00008812067,0.002263118,0.0002071911,0.0005756578,0.4724932,0.003560968,0.5173091,0.00003842349],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2199425,0.5795887,0.03964972,0.004138265,0.002007058,0.0002528469,0.002779109,0.0006605579,0.1509813],"genre_scores_gemma":[0.7321843,0.2004457,0.02336093,0.001295934,0.0004629122,0.0001218683,0.00141952,0.0001410326,0.04056777],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005314176,"threshold_uncertainty_score":0.01777768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01049166754086032,"score_gpt":0.2203715538858439,"score_spread":0.2098798863449836,"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."}}