{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001106015,0.0001518865,0.0003498353,0.001295656,0.000620821,0.0009001408,0.0003914547,0.0002704312,0.0004296727],"category_scores_gemma":[0.001941582,0.0002055005,0.0002389954,0.0005711902,0.0005325177,0.0006240925,0.0006795886,0.0002163323,0.0001225202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004187065,"about_ca_system_score_gemma":0.0003153711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004188397,"about_ca_topic_score_gemma":0.01137715,"domain_scores_codex":[0.9994494,0.000178949,0.00003956358,0.0002132612,0.00006428906,0.00005443849],"domain_scores_gemma":[0.9991141,0.0002502791,0.0002070858,0.0002256516,0.0001197232,0.0000830842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008242111,0.00007827159,0.9323945,0.00007518216,0.0008897457,0.000225832,0.002909695,0.004085818,0.02681421,0.001768798,0.0001996815,0.03047575],"study_design_scores_gemma":[0.00001218127,0.0001066919,0.9763768,0.00002319244,0.0001755639,0.0004125344,0.001178375,0.01750095,0.0005223629,0.003017588,0.0006357214,0.00003801614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977338,0.0001138155,0.001812101,0.00001981158,0.000001201814,0.000007645304,0.00002527737,0.00001519511,0.0002710032],"genre_scores_gemma":[0.9991751,0.00003182339,0.0006776985,0.00001077844,0.000001601611,0.000004127322,0.00004237488,0.000002251678,0.0000543272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004188397,"threshold_uncertainty_score":0.008328021,"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."}}