{"id":"W3112544894","doi":"10.1643/ci2020089","title":"A New Snailfish of the Genus Careproctus (Cottiformes: Liparidae) from the Beaufort Sea","year":2020,"lang":"en","type":"article","venue":"Copeia","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beaufort scale; Beaufort sea; Dorsal fin; Biology; Snout; Fish fin; Genus; Dorsum; Arctic; Anatomy; Zoology; Fishery; Ecology; Oceanography; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001536932,0.0005839178,0.0004545405,0.001339004,0.001323204,0.0006463157,0.0004666239,0.0005209017,0.001608186],"category_scores_gemma":[0.0005679482,0.0003355946,0.0002704474,0.0006731385,0.001254691,0.0007380694,0.000997283,0.0005911052,0.0002725519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005876374,"about_ca_system_score_gemma":0.0004507244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01462912,"about_ca_topic_score_gemma":0.04855506,"domain_scores_codex":[0.9998209,0.00001012779,0.00001725257,0.00006944258,0.0000548121,0.00002750847],"domain_scores_gemma":[0.9995279,0.00005803832,0.0001719232,0.00005229692,0.00008179159,0.0001081277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001078038,0.0001902173,0.7595399,0.0004588634,0.0001446629,0.008062387,0.007706132,0.0003369263,0.1280851,0.0003927836,0.000928976,0.09307594],"study_design_scores_gemma":[0.00001910814,0.0005275491,0.985282,0.00004901606,0.00003162959,0.008227668,0.001107909,0.0001488124,0.0006400761,0.00004843702,0.003897744,0.00001995561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972329,0.0004135039,0.000459046,0.00006379684,0.0000301835,0.00005434989,0.0001132404,0.00003275556,0.001600251],"genre_scores_gemma":[0.9960338,0.0004407495,0.002203965,0.0001499379,0.00003926237,0.00004230652,0.0003048953,0.000006086806,0.000778889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01462912,"threshold_uncertainty_score":0.02908796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01363524110166295,"score_gpt":0.2050716354624164,"score_spread":0.1914363943607534,"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."}}