{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005727735,0.0001150801,0.00009626446,0.00002239857,0.000351138,0.00001085957,0.0002751524,0.00013972,0.0001069493],"category_scores_gemma":[0.00001348793,0.0001035286,0.0000840382,0.0002252805,0.0001743617,0.000004510006,0.0001781106,0.00008797778,0.0000413591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001669391,"about_ca_system_score_gemma":0.00003273599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000255348,"about_ca_topic_score_gemma":0.001621009,"domain_scores_codex":[0.9991431,0.00004183639,0.0001881418,0.0002510858,0.0001842078,0.0001915957],"domain_scores_gemma":[0.9994008,0.00001721546,0.000121125,0.0003649808,0.00004833512,0.00004756442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003014772,0.00008785018,0.855381,0.00001485335,0.0001169838,8.212443e-7,0.0003145638,0.007435771,0.1232819,0.0001498084,0.01148947,0.001696903],"study_design_scores_gemma":[0.0002556505,0.00003004311,0.9549848,0.000002680746,0.0000249838,0.000006929236,0.0001013533,0.0001358657,0.00227457,0.0003281119,0.04173984,0.0001151121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996214,0.0000651213,0.001451112,0.0003156711,0.00008610224,0.0003315709,0.001362644,0.00002681421,0.0001470042],"genre_scores_gemma":[0.9940028,0.00004570723,0.0002020272,0.00008185187,0.0001502232,0.00003046521,0.004797148,0.00001109008,0.0006786538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1210073,"threshold_uncertainty_score":0.4221772,"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."}}