{"id":"W4386316928","doi":"10.1002/9781119862611.ch21","title":"Insects","year":2023,"lang":"en","type":"other","venue":"","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Prebiotic; Dietary fiber; Larva; Ingredient; Insect; Biology; Food science; Ecological footprint; Business; Biotechnology; Ecology; Sustainability","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":[0.0001850644,0.001091985,0.0003752209,0.0009409474,0.0009492293,0.001212878,0.0005464335,0.0007554405,0.0523721],"category_scores_gemma":[0.0002036012,0.000281573,0.0006610646,0.0005189293,0.0003096212,0.000722812,0.0007065797,0.001211383,0.03633806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007330368,"about_ca_system_score_gemma":0.0002645398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002579227,"about_ca_topic_score_gemma":0.006883439,"domain_scores_codex":[0.9997283,0.0000234782,0.00001661377,0.0001062104,0.00008863082,0.00003680741],"domain_scores_gemma":[0.9999024,0.00001119062,0.00001655608,0.00001951926,0.00002253984,0.00002781844],"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":[0.001040096,0.0003635663,0.006885342,0.002554989,0.0001471508,0.001229867,0.0004360857,0.0005580319,0.2073899,0.02704392,0.1930279,0.5593233],"study_design_scores_gemma":[0.00006766788,0.0003438164,0.01179296,0.0002314066,0.00007653618,0.001507687,0.0001523196,0.0003535688,0.01933149,0.00286304,0.9632474,0.00003213711],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06221142,0.02533576,0.02349832,0.002794784,0.001628677,0.0008605164,0.02865523,0.007551036,0.8474643],"genre_scores_gemma":[0.1819745,0.01288662,0.04952485,0.007510733,0.0004630929,0.0007788799,0.02837403,0.001098321,0.717389],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0523721,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01810680146435155,"score_gpt":0.205760441057903,"score_spread":0.1876536395935515,"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."}}