{"id":"W1825258429","doi":"10.1111/j.1558-5646.2011.01298.x","title":"EVOLUTION IN EXTREME ENVIRONMENTS: REPLICATED PHENOTYPIC DIFFERENTIATION IN LIVEBEARING FISH INHABITING SULFIDIC SPRINGS","year":2011,"lang":"en","type":"article","venue":"Evolution","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Texas A and M University","keywords":"Biology; Poecilia; Poeciliidae; Ecology; Ecological speciation; Genetic algorithm; Population; Habitat; Colonization; Zoology; Genetic variation; Fish <Actinopterygii>; Fishery; Genetics","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":[0.0002153907,0.0001940075,0.0002266229,0.0005195341,0.0004887294,0.0002702449,0.0003095395,0.0003242791,0.0007412808],"category_scores_gemma":[0.0006373331,0.0001911641,0.0001874702,0.0003083401,0.0005648123,0.0002554549,0.0006622356,0.0002803371,0.0000826917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003482215,"about_ca_system_score_gemma":0.0001578048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002695826,"about_ca_topic_score_gemma":0.008796109,"domain_scores_codex":[0.999863,0.0000263601,0.000006142931,0.00006077426,0.00002410837,0.00001953935],"domain_scores_gemma":[0.9996476,0.00006078568,0.0001611769,0.00003687204,0.0000375534,0.000055967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004822066,0.0001024255,0.6991052,0.00003435264,0.0001132127,0.0003320429,0.002153858,0.0003377087,0.2906575,0.00009536896,0.00004109067,0.006545057],"study_design_scores_gemma":[0.000004386031,0.0001124975,0.9980136,0.000001069813,0.000008366159,0.0001261478,0.0003086221,0.0002201613,0.001100228,0.00002887356,0.00007186145,0.000004178022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998837,0.000006361446,0.00004295879,0.000002532383,1.883104e-7,0.000001229492,0.00001317617,0.000001103061,0.00004872727],"genre_scores_gemma":[0.9996316,0.000009572719,0.0001804559,0.000006254451,9.448673e-7,0.000008298556,0.00005857238,0.000002162159,0.0001020303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002695826,"threshold_uncertainty_score":0.005360186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02569053158475012,"score_gpt":0.1900592940990707,"score_spread":0.1643687625143206,"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."}}