{"id":"W4386481209","doi":"10.1111/eva.13590","title":"Fine‐scale environmentally associated spatial structure of lumpfish (<i>Cyclopterus lumpus</i>) across the Northwest Atlantic","year":2023,"lang":"en","type":"article","venue":"Evolutionary Applications","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Memorial University of Newfoundland; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada; Goddard Space Flight Center; Wellcome Trust","keywords":"Biology; Population; Fishery; Aquaculture; Ecology; Bay; Geography; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001550885,0.0001006543,0.0001810024,0.0009347626,0.0004151897,0.0004333243,0.0002369934,0.0001422553,0.0009788666],"category_scores_gemma":[0.0003642246,0.0001037271,0.000195033,0.0008210146,0.0004096132,0.0001360972,0.00047646,0.0002112455,0.0001031993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001094469,"about_ca_system_score_gemma":0.0007078868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3327567,"about_ca_topic_score_gemma":0.5580537,"domain_scores_codex":[0.9998406,0.00001097147,0.000008166871,0.00008540612,0.00002447038,0.00003037464],"domain_scores_gemma":[0.9995613,0.00004819154,0.0001402582,0.00003626138,0.0001309204,0.00008304436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001068297,0.00001617419,0.9514693,0.0000301608,0.0001291675,0.00006555073,0.0008671024,0.0004873015,0.03862501,0.0001071637,0.0002397598,0.007856432],"study_design_scores_gemma":[5.249873e-7,0.000003124583,0.9996364,0.000001619944,0.000004091915,0.000009070402,0.0001201396,0.00006788873,0.00006380823,0.00000650182,0.00008569697,0.000001199112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989312,0.00004852455,0.0002015719,0.00001700303,9.375054e-7,0.000002614925,0.0004232656,0.000006319667,0.0003685932],"genre_scores_gemma":[0.9990024,0.00002915597,0.0001875782,0.00002028298,0.000001012618,0.000003725563,0.0004907559,0.00000319014,0.0002618206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3327567,"threshold_uncertainty_score":0.6616397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004772082322415708,"score_gpt":0.2157233545778106,"score_spread":0.2109512722553949,"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."}}