{"id":"W7009869961","doi":"","title":"Genetic population structure in prickly sculpin (Cottus asper) reflects isolation-by-environment between two life-history ecotypes","year":2014,"lang":"en","type":"article","venue":"Max Planck Digital Library","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gene flow; Ecotype; Sympatric speciation; Tributary; Genetic structure; Population; Sculpin; Habitat; Isolation by distance; Biological dispersal","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001510179,0.0001540519,0.0001544408,0.001182961,0.0004752335,0.0002800011,0.0002103607,0.0001877339,0.0005128803],"category_scores_gemma":[0.0004158623,0.0001325743,0.0001191794,0.000525222,0.000505927,0.0001219957,0.0003652577,0.0002224857,0.00009282105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006317637,"about_ca_system_score_gemma":0.0002828298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02003957,"about_ca_topic_score_gemma":0.06666792,"domain_scores_codex":[0.9998666,0.00001980276,0.000008445908,0.00005645524,0.00002388079,0.00002479192],"domain_scores_gemma":[0.9996705,0.00005985196,0.000123188,0.00002570649,0.00004795949,0.00007275982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000235424,0.00007312762,0.8309237,0.00002761412,0.00008584248,0.0001723154,0.001386452,0.0002589113,0.1615307,0.0001176683,0.00003466845,0.005153561],"study_design_scores_gemma":[0.000001849706,0.00002576972,0.9993256,0.000001272961,0.000005723468,0.00004601948,0.0001201914,0.0001361388,0.0002981367,0.00001283056,0.00002467169,0.000001836623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998906,0.00001081513,0.00002605734,0.000001180461,1.426723e-7,0.000001016107,0.00001268888,8.072885e-7,0.00005671654],"genre_scores_gemma":[0.9998115,0.000008601205,0.00006504277,0.000002260336,3.262873e-7,0.000001906708,0.00005871833,8.89404e-7,0.00005073281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02003957,"threshold_uncertainty_score":0.03984582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006545443757067974,"score_gpt":0.1783365585425886,"score_spread":0.1717911147855207,"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."}}