{"id":"W4404159889","doi":"10.1111/eva.70032","title":"Genetics in the Ocean's Twilight Zone: Population Structure of the Glacier Lanternfish Across Its Distribution Range","year":2024,"lang":"en","type":"article","venue":"Evolutionary Applications","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Memorial University of Newfoundland","funders":"ArcticNet","keywords":"Biology; Glacier; Range (aeronautics); Distribution (mathematics); Twilight; Ecology; Oceanography; Physical geography; Paleontology; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000311882,0.0001373548,0.0002050644,0.0009622382,0.0002758334,0.0004230897,0.0001742862,0.0002050951,0.001193184],"category_scores_gemma":[0.0003588199,0.0000813125,0.0002577281,0.0006912022,0.0003523184,0.0001424965,0.0002814071,0.0001745142,0.0001000619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002695115,"about_ca_system_score_gemma":0.0001642852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01093562,"about_ca_topic_score_gemma":0.01521298,"domain_scores_codex":[0.9998412,0.00002785789,0.0000121648,0.00007295709,0.0000220467,0.00002373786],"domain_scores_gemma":[0.9997254,0.00005511916,0.00008921664,0.00002431979,0.00004736376,0.00005857425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001317498,0.00001776469,0.9869497,0.00001301891,0.000155096,0.0000860282,0.0007652291,0.0001428414,0.007677895,0.0000482794,0.00006186943,0.003950444],"study_design_scores_gemma":[0.000002031336,0.00001832186,0.9995478,0.000002413901,0.0000106664,0.00003383521,0.0001715906,0.00008645217,0.00005385751,0.00001118221,0.0000603994,0.000001366514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997749,0.0000406415,0.00003793504,0.000006431941,8.791323e-7,0.000001023514,0.00004085037,0.000001370903,0.00009605005],"genre_scores_gemma":[0.9997465,0.00001977908,0.00005101682,0.000004690256,0.000001555125,0.000001812647,0.00008374626,0.000001063302,0.0000898479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01093562,"threshold_uncertainty_score":0.02174389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008330564430764215,"score_gpt":0.2506908732793657,"score_spread":0.2423603088486015,"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."}}