{"id":"W4401982852","doi":"10.11646/zootaxa.5501.2.3","title":"Akarotaxis gouldae, a new species of Antarctic dragonfish (Notothenioidei: Bathydraconidae) from the western Antarctic Peninsula","year":2024,"lang":"en","type":"article","venue":"Zootaxa","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hatch (Canada)","funders":"Division of Biological Infrastructure; Office of Polar Programs; Directorate for Biological Sciences; Scientific Committee on Antarctic Research; National Science Foundation","keywords":"Biology; Pelagic zone; Ecology; Benthic zone; Peninsula; Habitat; Fishery","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002302835,0.0002327319,0.0002650543,0.00004109577,0.0001446094,0.0002442976,0.0007210202,0.00009026725,0.04659871],"category_scores_gemma":[0.0001294334,0.0001631752,0.0001623913,0.0004843711,0.0004732154,0.0003688088,0.0006500295,0.0004208045,0.001456069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001361972,"about_ca_system_score_gemma":0.00008068436,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04095488,"about_ca_topic_score_gemma":0.002312702,"domain_scores_codex":[0.9978907,0.000106398,0.0003541205,0.0005083397,0.0006901945,0.0004502172],"domain_scores_gemma":[0.9986402,0.0004371373,0.0000714573,0.0006669293,0.00001248776,0.0001718043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000124759,0.0001077882,0.8353484,0.00007200829,0.0001265069,0.0001803809,0.005143124,0.00002131822,0.003660736,0.0001983541,0.0499492,0.1050674],"study_design_scores_gemma":[0.0002484513,0.000111118,0.1076468,0.0000399587,0.00003553794,0.00001899615,0.0002271341,0.0007132305,0.0009893096,0.0004354455,0.8893192,0.00021483],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8232121,0.0002930066,0.0003572564,0.00669788,0.0003905334,0.0006108599,0.00005496887,0.0001082004,0.1682752],"genre_scores_gemma":[0.9356273,0.0002162204,0.0003248517,0.0004468158,0.0003213486,0.00002711607,0.00001784156,0.00003913216,0.06297941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.83937,"threshold_uncertainty_score":0.9993214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01748216470607173,"score_gpt":0.2436730649035458,"score_spread":0.2261909001974741,"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."}}