{"id":"W3206571772","doi":"10.11646/zootaxa.5053.1.1","title":"Checklist of marine and estuarine fishes from the Alaska–Yukon Border, Beaufort Sea, to Cabo San Lucas, Mexico","year":2021,"lang":"en","type":"article","venue":"Zootaxa","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Beaufort scale; Beaufort sea; Estuary; Checklist; Range (aeronautics); Fishery; Biology; Marine species; Ecology; Oceanography; Geography; Arctic","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003637197,0.0003756532,0.0002249365,0.004089033,0.001475614,0.0003020211,0.0007350561,0.0001741035,0.009173713],"category_scores_gemma":[0.0004455028,0.0002322404,0.0001214046,0.003975169,0.0003957666,0.0004071956,0.0005892813,0.0002461066,0.001077706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001349109,"about_ca_system_score_gemma":0.002691969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3545652,"about_ca_topic_score_gemma":0.6983693,"domain_scores_codex":[0.9998355,0.00001466099,0.0000351539,0.00003067552,0.00006065303,0.00002332701],"domain_scores_gemma":[0.9995012,0.00004466559,0.000136482,0.00002672487,0.0002283828,0.0000625207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003777847,0.00009733416,0.5945211,0.002483965,0.0001604624,0.001353881,0.009540897,0.000666289,0.008470474,0.002092318,0.2007264,0.1795091],"study_design_scores_gemma":[0.00001267065,0.00004406216,0.8620555,0.000252253,0.00003059557,0.0004189122,0.002788459,0.00003703116,0.0001367908,0.00005004767,0.1341598,0.00001386193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7132728,0.01657786,0.002097804,0.001344546,0.0003693262,0.0009245794,0.1408747,0.0005023133,0.124036],"genre_scores_gemma":[0.700811,0.02190226,0.01993937,0.0006688067,0.0001617136,0.002136645,0.1688561,0.0001706442,0.08535349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3545652,"threshold_uncertainty_score":0.7050029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053984617105595,"score_gpt":0.2484874014016836,"score_spread":0.2379475552306276,"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."}}