{"id":"W2185046292","doi":"10.11646/zootaxa.1811.1.4","title":"Gynandromorphs of New Zealand Austrosimulium spp. (Diptera: Simuliidae)","year":2008,"lang":"en","type":"article","venue":"Zootaxa","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Department of Scientific and Industrial Research, Ministry of Science and Technology, India","keywords":"Biology; Zoology; Ecology; Larus; Fishery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001144522,0.0002470684,0.00009694146,0.000858121,0.0004197645,0.0002086148,0.0001550177,0.00009225577,0.00192466],"category_scores_gemma":[0.000215794,0.0001340702,0.0001120055,0.0002549362,0.0003008497,0.0001585647,0.0003501309,0.0001729036,0.0002379919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000246534,"about_ca_system_score_gemma":0.000151188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007974399,"about_ca_topic_score_gemma":0.05008179,"domain_scores_codex":[0.9999311,0.000007431738,0.000009105564,0.00002139501,0.00001809111,0.00001292924],"domain_scores_gemma":[0.9997911,0.00002641377,0.0001060178,0.00001426942,0.00002089198,0.00004130286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005312439,0.00009573517,0.7355703,0.0002116706,0.00004119199,0.001401963,0.002527647,0.0001295114,0.2050869,0.0002118594,0.0003988625,0.05379307],"study_design_scores_gemma":[0.000006320163,0.0001657836,0.9947344,0.000009035016,0.00001059866,0.001174317,0.0005031795,0.00003121399,0.00181522,0.00001672548,0.001526981,0.000006301217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982101,0.000306125,0.0000753875,0.000009476596,0.000002754971,0.00001092542,0.0002453729,0.000006756368,0.001133034],"genre_scores_gemma":[0.996838,0.0004005848,0.0006258512,0.00002802389,0.000003091287,0.00001354617,0.0006004293,0.000003293704,0.001487134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007974399,"threshold_uncertainty_score":0.01585597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02267336253994596,"score_gpt":0.2886208285944064,"score_spread":0.2659474660544605,"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."}}