{"id":"W2142121068","doi":"10.1111/jfb.12745","title":"New tools (<scp>DNA</scp> barcoding), old hypothesis: the case of the taxonomic identity of the Argentine hakes (Actinopterygii: <i>Merluccius</i>)","year":2015,"lang":"en","type":"article","venue":"Journal of Fish Biology","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; International Development Research Centre; Consejo Nacional de Investigaciones Científicas y Técnicas; Ontario Genomics Institute; Universidad Nacional de Mar del Plata; Ontario Genomics","keywords":"Biology; Actinopterygii; DNA barcoding; Merluccius; Context (archaeology); Merluccius merluccius; Zoology; Evolutionary biology; Taxonomy (biology); Fishery; Hake; Paleontology; Fish <Actinopterygii>","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001621913,0.0005405711,0.0004012496,0.001317298,0.0009368771,0.001211679,0.0006568159,0.0006002657,0.001842706],"category_scores_gemma":[0.002774227,0.0001863812,0.0001671872,0.001181214,0.001479474,0.001273778,0.00106042,0.0007761132,0.0005037726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000648449,"about_ca_system_score_gemma":0.0006258556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006034998,"about_ca_topic_score_gemma":0.01576027,"domain_scores_codex":[0.9989213,0.0002617324,0.00005401623,0.000430394,0.0002374279,0.00009508184],"domain_scores_gemma":[0.998026,0.0004673455,0.0007900815,0.0002807727,0.0003060939,0.0001296732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004303681,0.00006928879,0.5083573,0.0007711191,0.0002406841,0.002241135,0.004769792,0.001434722,0.05101126,0.008893888,0.002720615,0.4190598],"study_design_scores_gemma":[0.00002803108,0.0002572499,0.8658913,0.0009178492,0.0002980985,0.003740283,0.009160831,0.01663376,0.01563283,0.01511296,0.07224395,0.00008274897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9176984,0.005390843,0.05702908,0.002330466,0.0002499115,0.00008163002,0.001286683,0.0001760171,0.01575691],"genre_scores_gemma":[0.9757616,0.0007701573,0.02087866,0.0003500218,0.00008580446,0.00004301196,0.0007058362,0.00004018756,0.001364656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006034998,"threshold_uncertainty_score":0.01199973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03570962127453144,"score_gpt":0.2382291494037665,"score_spread":0.202519528129235,"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."}}