{"id":"W2861674549","doi":"10.11646/zootaxa.4444.4.7","title":"Two new species of blue-eyed Trimma (Pisces; Gobiidae) from New Guinea","year":2018,"lang":"en","type":"article","venue":"Zootaxa","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum; University of Toronto","funders":"","keywords":"Biology; Bay; New guinea; Fish fin; Genus; Dorsal fin; Dorsum; Range (aeronautics); Genetic distance; Habitat; Zoology; Anatomy; Ecology; Oceanography; Fishery; Geology","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":[0.000124031,0.0005168114,0.0004011772,0.001736714,0.001675222,0.0004572887,0.000588604,0.0007522466,0.003430018],"category_scores_gemma":[0.0004512524,0.0004073044,0.0002933969,0.0006276335,0.0009835758,0.0008109003,0.001426162,0.0006984121,0.0005913422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005945403,"about_ca_system_score_gemma":0.0002716986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00970096,"about_ca_topic_score_gemma":0.04133215,"domain_scores_codex":[0.9998866,0.00001219407,0.00001244465,0.00004023312,0.00002081699,0.00002764296],"domain_scores_gemma":[0.9998092,0.00004180403,0.00005950096,0.00002121606,0.00002136883,0.00004700127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001109381,0.0004675346,0.6218209,0.0009933518,0.0001914138,0.01528824,0.02584368,0.000366509,0.08635779,0.001428592,0.001769763,0.2443628],"study_design_scores_gemma":[0.00005347101,0.0006128527,0.9629384,0.0002630284,0.00009164739,0.01153092,0.005671115,0.0003260852,0.0008746936,0.0003766303,0.0172195,0.00004166543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934545,0.001019605,0.0005835072,0.0001092376,0.00005262748,0.0001018628,0.0001214802,0.00003554575,0.00452176],"genre_scores_gemma":[0.9927552,0.0007938552,0.003574636,0.0003926041,0.00002802524,0.0001468048,0.0004528439,0.000008893742,0.00184719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00970096,"threshold_uncertainty_score":0.01928896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01563292531941429,"score_gpt":0.2394374771568702,"score_spread":0.2238045518374559,"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."}}