{"id":"W2026143810","doi":"10.1186/1471-2148-8-49","title":"Distinct migratory and non-migratory ecotypes of an endemic New Zealand eleotrid (Gobiomorphus cotidianus) – implications for incipient speciation in island freshwater fish species","year":2008,"lang":"en","type":"article","venue":"BMC Evolutionary Biology","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"Massey University; Deutscher Akademischer Austauschdienst; Allan Wilson Centre","keywords":"Biology; Fish migration; Biological dispersal; Reproductive isolation; Ecology; Meristics; Freshwater fish; Allopatric speciation; Population; Genetic algorithm; Zoology; Habitat; Fishery; Fish <Actinopterygii>","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":[0.0001218094,0.0002151539,0.0001637338,0.0007564616,0.0004408972,0.0002026934,0.0002335998,0.0001936733,0.00121846],"category_scores_gemma":[0.000261919,0.0001093012,0.0001260343,0.0004090998,0.0006116127,0.0002022621,0.0003842203,0.000171758,0.0001334744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003843639,"about_ca_system_score_gemma":0.0001669086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01510523,"about_ca_topic_score_gemma":0.05300723,"domain_scores_codex":[0.9999384,0.000007244992,0.000006599573,0.0000234162,0.00001089403,0.00001357804],"domain_scores_gemma":[0.9997832,0.00002827714,0.00008832366,0.00001388781,0.00003730988,0.00004899626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002921753,0.00004293871,0.8213765,0.00007134213,0.00003872059,0.0002949889,0.001952832,0.00004476828,0.1674288,0.0001037075,0.00005253941,0.008300659],"study_design_scores_gemma":[0.000002003925,0.00002840361,0.9992315,0.000002382211,0.00000451239,0.0001027273,0.0003044951,0.00002010425,0.0002147861,0.00001134348,0.0000764054,0.000001445322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997105,0.00003237383,0.00003990363,0.000005734109,3.727207e-7,0.000002478534,0.0000286979,9.573587e-7,0.0001788612],"genre_scores_gemma":[0.9995211,0.00003694188,0.0001699665,0.000009336389,8.6188e-7,0.000007821845,0.0001070844,0.000001292628,0.000145551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01510523,"threshold_uncertainty_score":0.0300346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0175586962011437,"score_gpt":0.2378372179829102,"score_spread":0.2202785217817665,"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."}}