{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001253564,0.00009260354,0.0000761387,0.000007853257,0.0002229476,0.00001911733,0.0003613929,0.00004784331,0.0002508723],"category_scores_gemma":[0.00001356369,0.0000587195,0.00006046757,0.0006446618,0.0001102789,0.0001035276,0.0002604949,0.000137785,0.0000599659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001805552,"about_ca_system_score_gemma":0.000007646343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000500676,"about_ca_topic_score_gemma":0.001335639,"domain_scores_codex":[0.9990799,0.00006010563,0.0002022076,0.0002189288,0.0002846475,0.0001541831],"domain_scores_gemma":[0.9995723,0.00005453972,0.00005237768,0.000291636,0.00001175098,0.00001740596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008685453,0.000108961,0.9626243,0.00007741727,0.00001839846,0.000001152221,0.0006408645,0.001281314,0.0006844379,0.0103944,0.01690196,0.00725809],"study_design_scores_gemma":[0.00004687891,0.000006115964,0.838562,0.00001092695,0.00001155045,0.000008261564,0.00004284508,0.001513808,0.00003464549,0.001161789,0.1585441,0.00005710885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925783,0.002108356,0.0010474,0.00170666,0.00009017493,0.0008792987,0.0007265779,0.00003429087,0.0008289029],"genre_scores_gemma":[0.99918,0.0001470025,0.00007139942,0.0001121551,0.00006937711,0.0000579456,0.0001418241,0.000006588793,0.0002137277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1416421,"threshold_uncertainty_score":0.2746876,"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."}}