{"id":"W205439733","doi":"10.1016/b978-0-12-391500-9.00006-1","title":"Insect Chitin","year":2012,"lang":"en","type":"book-chapter","venue":"Advances in insect physiology","topic":"Studies on Chitinases and Chitosanases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Forest Service","funders":"","keywords":"Chitin; Diflubenzuron; Chitinase; Glucosamine; Chitin synthase; Disaccharide; Biochemistry; Biology; Aminosugar; Chemistry; Enzyme; Pesticide; Chitosan; 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":[0.00008843151,0.0008032894,0.000289692,0.0007018944,0.0003570397,0.0007039004,0.0003867718,0.0004738898,0.02826756],"category_scores_gemma":[0.00006561564,0.0001832984,0.0003987884,0.0005219257,0.0001943473,0.0003521607,0.000488408,0.000833282,0.02338148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005520951,"about_ca_system_score_gemma":0.0002532312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001627603,"about_ca_topic_score_gemma":0.002467859,"domain_scores_codex":[0.9998859,0.000004093499,0.000004332438,0.00002812298,0.00006166159,0.00001599596],"domain_scores_gemma":[0.9999789,0.00000137022,0.00000264661,0.000003950152,0.000006817165,0.000006403108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001452197,0.00006540568,0.000270831,0.0006849584,0.00003329981,0.0003409712,0.00004955008,0.0002000986,0.6005886,0.008814992,0.04403478,0.3447714],"study_design_scores_gemma":[0.00001785766,0.0001294746,0.002297917,0.00009570212,0.00002800464,0.001102315,0.0000284855,0.0002211519,0.1913623,0.001568517,0.8031308,0.00001753209],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03900705,0.1057577,0.03155641,0.002172581,0.003171782,0.0003878109,0.006589819,0.002931618,0.8084252],"genre_scores_gemma":[0.06922488,0.03246718,0.01342292,0.001021018,0.0002321715,0.0001260147,0.008816649,0.0001698663,0.8745194],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02826756,"threshold_uncertainty_score":0.09456444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521973559896786,"score_gpt":0.2545421507012075,"score_spread":0.2393224151022396,"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."}}