{"id":"W4206758941","doi":"10.1002/9781119569831.ch16","title":"CRUSTACEANS","year":2021,"lang":"en","type":"other","venue":"","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Crustacean; Malacostraca; Shrimp; Biology; Zoology; Genus; Branchiopoda; Ecology; Decapoda","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001508376,0.001124476,0.000431286,0.001214143,0.0009307265,0.001499574,0.0005552848,0.0006254688,0.06766359],"category_scores_gemma":[0.0002228524,0.0001816187,0.0004656652,0.0009861046,0.0003200385,0.0009265062,0.00175467,0.0007055535,0.03201231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004730803,"about_ca_system_score_gemma":0.0004701633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001837789,"about_ca_topic_score_gemma":0.002518966,"domain_scores_codex":[0.9997637,0.00001593999,0.00002169957,0.00006456996,0.00008982485,0.00004432846],"domain_scores_gemma":[0.9999256,0.000004898742,0.00001468891,0.000009924708,0.00002781222,0.00001707652],"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":[0.000247148,0.0001206515,0.004122281,0.002908919,0.00006364434,0.001124457,0.0005619679,0.0005698532,0.05874175,0.02049006,0.06760834,0.8434409],"study_design_scores_gemma":[0.000007525081,0.00005363993,0.003120478,0.0001697225,0.00001468818,0.0006063406,0.0001051268,0.00003834351,0.003020104,0.001200135,0.9916561,0.000007730934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04021767,0.08929971,0.007427695,0.00186851,0.002504565,0.0003550683,0.01540252,0.0009665333,0.8419577],"genre_scores_gemma":[0.125137,0.08156434,0.018022,0.003737562,0.0006484549,0.0003346225,0.02305932,0.0002688105,0.7472278],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9323364,"threshold_uncertainty_score":0.2263572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01379262172656551,"score_gpt":0.3254930576719017,"score_spread":0.3117004359453362,"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."}}