{"id":"W3174093584","doi":"10.1101/2021.06.24.449805","title":"Genetic evidence for environment-dependent hybrid incompatibilities in threespine stickleback","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute; University of British Columbia","funders":"University of British Columbia","keywords":"Gasterosteus; Stickleback; Biology; Loss of heterozygosity; Evolutionary biology; Natural selection; Locus (genetics); Heterosis; Allele; Hybrid; Selection (genetic algorithm); Poeciliidae; Sterility; Ecology; Fish <Actinopterygii>; Genetics; Gene; Fishery","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":[0.0002367359,0.0001626984,0.0002012857,0.0009929991,0.0003991254,0.0003639632,0.0001884358,0.0003010101,0.00106156],"category_scores_gemma":[0.0004486324,0.0001507749,0.0001627438,0.000495157,0.0006629978,0.0001541402,0.0005704823,0.0002974788,0.00009861676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002327758,"about_ca_system_score_gemma":0.0001591017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001575361,"about_ca_topic_score_gemma":0.003313533,"domain_scores_codex":[0.9997883,0.0000303146,0.00002425346,0.00008633998,0.00004407733,0.00002674132],"domain_scores_gemma":[0.9994116,0.0001662682,0.0001930646,0.00007796111,0.00004049811,0.0001106315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006423719,0.00007580878,0.3171795,0.00006576577,0.0001243663,0.0004131069,0.0009953912,0.0003648826,0.6751042,0.000428902,0.00003757968,0.004568188],"study_design_scores_gemma":[0.00001017936,0.0001377604,0.9903867,0.000005105052,0.00002808574,0.0003447735,0.0002525733,0.0004317215,0.008040306,0.0001743879,0.0001769084,0.00001156561],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997301,0.00001602791,0.00009589575,0.000003199388,5.403469e-7,6.329871e-7,0.00003587171,0.00000305183,0.0001146513],"genre_scores_gemma":[0.9996833,0.00001278977,0.0001283123,0.000006776323,0.00000111799,0.000002258786,0.00009408472,0.000002431134,0.00006898145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001575361,"threshold_uncertainty_score":0.003551245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0248016057920024,"score_gpt":0.2367578373095237,"score_spread":0.2119562315175213,"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."}}