{"id":"W4399435830","doi":"10.1016/b978-0-443-13842-3.00004-6","title":"Utilization of fruit waste as protein sources","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Phytase and its Applications","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Waste management; Environmental science; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.00007909021,0.0001966975,0.0002400042,0.00001942307,0.00007809971,0.00003542992,0.0002188955,0.0001915564,0.0007794067],"category_scores_gemma":[0.000004846906,0.00007596947,0.0001617753,0.00002722739,0.00007906792,0.00002425909,0.00009038021,0.0001639632,0.0004305982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001382645,"about_ca_system_score_gemma":0.0000155134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003903578,"about_ca_topic_score_gemma":0.00006881076,"domain_scores_codex":[0.999069,0.000008129666,0.0002785996,0.000301896,0.0002098361,0.000132516],"domain_scores_gemma":[0.9995921,0.00002758847,0.0001560893,0.00009875592,0.00006493465,0.00006050105],"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":[0.00000371411,0.00000691636,7.14645e-7,0.00004040766,0.00002809299,0.000001636826,0.0000459123,9.419038e-8,0.01680435,0.05308788,0.0001283678,0.9298519],"study_design_scores_gemma":[0.00002032473,0.0000800604,0.000007909203,0.000297721,0.00004463973,0.000001969395,0.00002249298,0.000002421344,0.00806193,0.08092304,0.9103749,0.000162623],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0109497,0.001518414,1.469663e-7,0.0001855307,0.00004953451,0.0005806602,0.0001660987,0.00005838911,0.9864915],"genre_scores_gemma":[0.03624621,0.00007122632,0.00001092765,0.00008354597,0.0003578909,0.00005812428,0.0001360186,0.000003607494,0.9630324],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9296893,"threshold_uncertainty_score":0.8533958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02992681130690698,"score_gpt":0.2391347387865554,"score_spread":0.2092079274796484,"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."}}