{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002986065,0.000214946,0.0001891525,0.00007903392,0.00005655819,0.00007778838,0.0002084404,0.0002159681,0.0002185027],"category_scores_gemma":[0.00003271127,0.0002242082,0.00005633586,0.00008214103,0.00004024482,0.00005494444,0.000136114,0.0001314941,0.00004666935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003131291,"about_ca_system_score_gemma":0.00004450704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001735814,"about_ca_topic_score_gemma":0.000008892351,"domain_scores_codex":[0.998835,0.00006214675,0.0002669788,0.0004184406,0.0001777438,0.0002396389],"domain_scores_gemma":[0.9994283,0.00001681572,0.0001164524,0.0002915087,0.000009474673,0.0001374785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005405915,0.00002133202,0.9753584,0.00002135057,0.00002421359,0.000001572554,0.0000401947,0.001480995,0.003297913,0.00007392777,0.01595324,0.003672767],"study_design_scores_gemma":[0.0006234077,0.0001239659,0.7788316,0.00001073943,0.00001457435,0.000003531764,0.000009768696,0.000127912,0.0007628402,0.001320748,0.2178397,0.0003312233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932966,0.0009245659,0.000528232,0.00009849969,0.0001962953,0.000188267,0.0004848681,0.00003241297,0.004250211],"genre_scores_gemma":[0.9915996,0.00002381943,0.001057401,0.0003999989,0.000416868,0.000002911705,0.005638942,0.0000305708,0.0008299449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2018865,"threshold_uncertainty_score":0.9142947,"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."}}