{"id":"W4386347057","doi":"10.1039/d3fo02865h","title":"Current state of insect proteins: extraction technologies, bioactive peptides and allergenicity of edible insect proteins","year":2023,"lang":"en","type":"review","venue":"Food & Function","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Agriculture and Agri-Food Canada","funders":"University of Leeds","keywords":"Insect; Context (archaeology); Hydrolysate; Biotechnology; Biology; Biochemistry; Hydrolyzed protein; Chemistry; Food science; Hydrolysis; Botany","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":[0.0004254269,0.0008970415,0.001249974,0.002481908,0.0002580775,0.0009374964,0.0005835844,0.0008602442,0.002999357],"category_scores_gemma":[0.0005305029,0.0003303517,0.000465139,0.002727371,0.0003041501,0.001359308,0.0004947315,0.001112843,0.001722895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004123407,"about_ca_system_score_gemma":0.0008153357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008163973,"about_ca_topic_score_gemma":0.00112618,"domain_scores_codex":[0.9997844,0.00002309127,0.00003619466,0.00004192144,0.00009522737,0.00001910576],"domain_scores_gemma":[0.9996707,0.000167166,0.00005520705,0.00001031987,0.00007715608,0.00001945108],"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":[0.00007127344,0.0000794223,0.0002440414,0.04012985,0.00009191821,0.0002546162,0.00008481529,0.0003982487,0.008941629,0.002231479,0.01206855,0.9354042],"study_design_scores_gemma":[0.000008543379,0.0001381199,0.001143447,0.003820497,0.0001491336,0.001187579,0.00007133337,0.0000924592,0.002326991,0.001104179,0.9899373,0.00002051879],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003040044,0.9982071,0.0001762966,0.00009471441,0.0001025523,0.000004492339,0.00003144243,0.000009723417,0.00106956],"genre_scores_gemma":[0.0008773161,0.9980148,0.0002865596,0.00008535706,0.00008939646,0.000006682265,0.00006083602,0.000001816243,0.0005772329],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002999357,"threshold_uncertainty_score":0.01003391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1107020357416341,"score_gpt":0.294971235332627,"score_spread":0.1842691995909929,"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."}}