{"id":"W2293828693","doi":"10.1111/evo.12897","title":"Partially repeatable genetic basis of benthic adaptation in threespine sticklebacks","year":2016,"lang":"en","type":"article","venue":"Evolution","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Dental and Craniofacial Research; National Center for Research Resources; National Institute of General Medical Sciences","keywords":"Biology; Adaptation (eye); Evolutionary biology; Benthic zone; Gasterosteus; Ecology; Fish <Actinopterygii>; Fishery; Neuroscience","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":[0.0001302779,0.0001631069,0.0001324872,0.0005374813,0.0002462589,0.000201864,0.0001473847,0.0001638167,0.0007393989],"category_scores_gemma":[0.0001992298,0.0001302608,0.0001489728,0.0002720669,0.0003306303,0.00007348313,0.0003257969,0.0001823205,0.00006572705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000237513,"about_ca_system_score_gemma":0.0001610036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005014065,"about_ca_topic_score_gemma":0.01226761,"domain_scores_codex":[0.9999043,0.00001041138,0.000007366389,0.00003779756,0.00002390498,0.00001611361],"domain_scores_gemma":[0.9998134,0.00004071262,0.00007578432,0.00001890624,0.00001560666,0.00003564651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003007627,0.00004148823,0.1164629,0.0000400563,0.00008368697,0.00030016,0.0003329174,0.0003345347,0.87472,0.0002021687,0.00003570825,0.007145553],"study_design_scores_gemma":[0.000009122607,0.00006230704,0.9950347,0.000004166195,0.00002228538,0.0001388665,0.00007883691,0.0003314796,0.004094152,0.0001016192,0.0001151035,0.000007445484],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996381,0.00002696361,0.0001837758,0.000004563477,5.439401e-7,0.000001571252,0.00004594829,0.000004791302,0.00009368741],"genre_scores_gemma":[0.9995126,0.00002125012,0.0002442479,0.000008970527,7.33291e-7,0.000003197652,0.000104794,0.000002313871,0.0001019778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005014065,"threshold_uncertainty_score":0.009969771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01180294217951062,"score_gpt":0.2208687539300497,"score_spread":0.2090658117505391,"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."}}