{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000150371,0.0006241507,0.0002360982,0.002115382,0.001385921,0.0004677918,0.0003420703,0.0004979045,0.001101772],"category_scores_gemma":[0.0003359136,0.0001739484,0.0003077266,0.0009100479,0.0007207831,0.0008650903,0.001015533,0.0004464083,0.0002414848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004257776,"about_ca_system_score_gemma":0.0006209624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01146381,"about_ca_topic_score_gemma":0.0412596,"domain_scores_codex":[0.999871,0.000007055768,0.00001663131,0.00004757435,0.0000347592,0.00002290213],"domain_scores_gemma":[0.999833,0.00001916509,0.00007478888,0.00001146764,0.00002318281,0.00003837547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003342075,0.0001044106,0.5457048,0.0008378252,0.0001181433,0.004190974,0.004777886,0.0002664036,0.1010059,0.0005561625,0.002436549,0.3396668],"study_design_scores_gemma":[0.00001565131,0.0002174007,0.9681309,0.0002484748,0.0001063967,0.005416996,0.001923047,0.0004470836,0.001249801,0.0002623946,0.02194202,0.00003975202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915298,0.00328067,0.001098501,0.000201908,0.0001406325,0.00006449902,0.0003106977,0.0000656303,0.003307744],"genre_scores_gemma":[0.9877371,0.002771454,0.005226138,0.0004238946,0.00008781194,0.00008027448,0.000922161,0.00001137687,0.002739737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01146381,"threshold_uncertainty_score":0.02279419,"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."}}