{"id":"W4410249818","doi":"10.1111/eva.70108","title":"Genetic Identification of Lamprey Genera and Anadromous Ecotypes in Watersheds of the Northeastern Pacific Ocean","year":2025,"lang":"en","type":"article","venue":"Evolutionary Applications","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bonneville Power Administration; California Department of Fish and Wildlife; Washington Department of Fish and Wildlife","keywords":"Lampetra; Ecotype; Lamprey; Fish migration; Biology; Tributary; Coregonus; Zoology; Ecology; Fishery; Geography; Fish <Actinopterygii>; Cartography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000077075,0.0000458527,0.00006421054,0.00004052564,0.0001098896,0.00000192569,0.0001379104,0.00002560194,0.00003896279],"category_scores_gemma":[0.000005494365,0.00003847411,0.00001677191,0.0002601114,0.00025623,0.00004208406,0.0001560432,0.00003323116,0.000009342673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003274736,"about_ca_system_score_gemma":0.00000639286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001057329,"about_ca_topic_score_gemma":0.001067992,"domain_scores_codex":[0.9995105,0.00002838801,0.0001909312,0.0001405364,0.00005980956,0.00006987801],"domain_scores_gemma":[0.9996886,0.00002275843,0.00006760622,0.0002045368,0.000008053576,0.000008488148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002929959,0.00007161822,0.993858,0.00001750549,0.0000104423,5.488222e-8,0.0001434701,0.001561536,0.000706605,0.001268459,0.001619703,0.0007396624],"study_design_scores_gemma":[0.00007291757,0.000005370689,0.991756,0.000003853538,0.00001421957,4.536811e-7,0.00008971785,0.001088828,0.0001664061,0.004438509,0.002332722,0.00003106962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922646,0.0001896724,0.001051881,0.001359349,0.0000375628,0.0004515056,0.00001364275,0.000008328496,0.00462344],"genre_scores_gemma":[0.998224,0.0001073909,0.0002279593,0.00003720176,0.000003902412,0.00007828617,0.000004547263,0.00000199053,0.001314731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005959373,"threshold_uncertainty_score":0.1568929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003086444263973379,"score_gpt":0.1874863449606936,"score_spread":0.1843999006967202,"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."}}