{"id":"W4406612861","doi":"10.1038/s41437-024-00740-y","title":"Kinship clustering within an ecologically diverse killer whale metapopulation","year":2025,"lang":"en","type":"article","venue":"Heredity","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Norges Forskningsråd; University of St Andrews; Norges Teknisk-Naturvitenskapelige Universitet","keywords":"Biology; Metapopulation; Ecology; Population; Philopatry; Evolutionary ecology; Gene flow; Biological dispersal; Evolutionary biology; Genetic variation; Genetics; Demography","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002896501,0.0001042401,0.0001442308,0.00001303555,0.0001926119,0.00002671935,0.0001879129,0.00005844311,0.004668695],"category_scores_gemma":[0.00006881938,0.00008856381,0.0000409197,0.0001694839,0.00007027632,0.0002301885,0.0006609392,0.0001041391,0.0002809888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001585277,"about_ca_system_score_gemma":0.000004618036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002718768,"about_ca_topic_score_gemma":0.03736849,"domain_scores_codex":[0.9991392,0.00007798978,0.0001648155,0.0002792058,0.0001673731,0.000171355],"domain_scores_gemma":[0.9996529,0.00002936197,0.00005434813,0.0001984208,0.000007377479,0.0000575737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004444694,0.0001881098,0.9576551,0.00003541085,0.00002962517,0.00001427325,0.0004524573,0.002090998,0.0002138173,0.0004539265,0.01282606,0.02599571],"study_design_scores_gemma":[0.0001510659,0.00005334245,0.9759935,0.00000657324,0.00001876515,8.00202e-7,0.0001182789,0.002504926,0.00004220364,0.0006719775,0.02033518,0.0001034297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.922789,0.00002716012,0.0001930283,0.0001753851,0.0004732836,0.0001768698,0.000001870832,0.0000727331,0.07609064],"genre_scores_gemma":[0.9959368,0.00001694927,0.001715135,0.000517469,0.0000505034,0.00001407471,0.000005074519,0.000003771811,0.001740213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07435042,"threshold_uncertainty_score":0.9962412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05503771617326517,"score_gpt":0.2843419634623342,"score_spread":0.229304247289069,"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."}}