{"id":"W2749081932","doi":"10.1038/hdy.2017.50","title":"Heritable gene expression differences between lake and stream stickleback include both parallel and antiparallel components","year":2017,"lang":"en","type":"article","venue":"Heredity","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Stickleback; Biology; Gasterosteus; Parallel evolution; Natural selection; Gene; Evolutionary biology; Gene expression; Genetics; Transcriptome; Selection (genetic algorithm); Phylogenetics; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001802461,0.0001740282,0.0001790459,0.0004652865,0.0002129044,0.0003413783,0.0001484483,0.0001997114,0.001036414],"category_scores_gemma":[0.0004413057,0.0002513279,0.0002134316,0.0002939182,0.0004561078,0.0003354074,0.0004771145,0.0003405352,0.0001550409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003004697,"about_ca_system_score_gemma":0.0002202976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001158193,"about_ca_topic_score_gemma":0.002787416,"domain_scores_codex":[0.9998685,0.00001497726,0.000007384504,0.00006235774,0.00003171277,0.00001503498],"domain_scores_gemma":[0.9995919,0.0001485863,0.0001023666,0.00003990773,0.00006197202,0.00005527128],"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":[0.0002873162,0.0000569421,0.07805306,0.00004587643,0.00007983774,0.00007248817,0.0001924189,0.0006245645,0.9094015,0.001131169,0.0001004567,0.0099544],"study_design_scores_gemma":[0.00001221536,0.0001047085,0.9768586,0.000003083365,0.00003657522,0.00009812561,0.0000576601,0.001991881,0.01983609,0.0007359983,0.0002491376,0.00001600214],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976295,0.00005082138,0.001282195,0.00002183294,0.00000464711,0.000004266152,0.0001308885,0.00001955946,0.0008563588],"genre_scores_gemma":[0.9977342,0.00005495458,0.0009359602,0.00003965503,0.00001188985,0.00001198992,0.0001700297,0.00001511069,0.001026253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001158193,"threshold_uncertainty_score":0.003467143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03574025895967208,"score_gpt":0.2632933905293723,"score_spread":0.2275531315697003,"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."}}