{"id":"W1996740144","doi":"10.11646/zootaxa.3630.1.6","title":"Callogobius winterbottomi, a new species of goby (Teleostei: Gobiidae) from the Western Indian Ocean","year":2013,"lang":"en","type":"article","venue":"Zootaxa","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; South African Institute for Aquatic Biodiversity; Field Museum; Academy of Natural Sciences of Drexel University; National Science Foundation","keywords":"Biology; Teleostei; Goby; Fishery; Indian ocean; Ecology; Zoology; Oceanography; Fish <Actinopterygii>","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":[0.00007023726,0.0007501263,0.0003155966,0.002024883,0.001341876,0.0004731371,0.0004344029,0.0004283913,0.001886469],"category_scores_gemma":[0.0002299739,0.0002409848,0.0001620231,0.001049035,0.001252884,0.0006180572,0.001087841,0.0004369103,0.0006038233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005613252,"about_ca_system_score_gemma":0.000365309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01548565,"about_ca_topic_score_gemma":0.04942062,"domain_scores_codex":[0.9999241,0.000006377588,0.000008313526,0.00002546618,0.00001819473,0.00001750344],"domain_scores_gemma":[0.9998286,0.0000168154,0.00007782321,0.0000145983,0.00001660175,0.00004555877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009526665,0.0001485689,0.5372259,0.0007589864,0.0001028731,0.005142001,0.01066106,0.000492656,0.2242824,0.0008733901,0.002039727,0.2173198],"study_design_scores_gemma":[0.000009972162,0.0002676244,0.9788471,0.00006689673,0.0000497788,0.005148307,0.002229006,0.0002395529,0.001470415,0.0001510827,0.01149112,0.00002922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994805,0.0009598171,0.0005827473,0.00007258601,0.0000198329,0.00004011616,0.0003089815,0.00007675023,0.003134261],"genre_scores_gemma":[0.9903155,0.001356754,0.004443332,0.000158347,0.00004178241,0.00008549517,0.001189019,0.00002536383,0.002384313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01548565,"threshold_uncertainty_score":0.03079104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0168958443974332,"score_gpt":0.2351922178880303,"score_spread":0.2182963734905971,"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."}}