{"id":"W4289637355","doi":"10.1101/2022.08.01.502336","title":"Geographic variability of hybridization between Red-breasted and Red-naped Sapsuckers","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Burke Museum, University of Washington; Environment and Climate Change Canada; University of Wyoming; California Department of Fish and Wildlife; University of Washington; National Science Foundation; Washington Department of Fish and Wildlife; U.S. Fish and Wildlife Service; University of Lethbridge","keywords":"Transect; Cline (biology); Hybrid zone; Replicate; Ecology; Biology; Geography; Evolutionary biology; Gene flow; Genetic variation; Statistics; Genetics; Demography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003165824,0.0001067858,0.0001600318,0.0006333967,0.0001551672,0.0004344191,0.0001743309,0.0001888686,0.001097233],"category_scores_gemma":[0.0007504541,0.0001021158,0.0001491045,0.0004714486,0.0003049504,0.0001096075,0.0002495576,0.0001973202,0.0001745571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002617128,"about_ca_system_score_gemma":0.00009260481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006909032,"about_ca_topic_score_gemma":0.0121031,"domain_scores_codex":[0.9997492,0.00004587901,0.00001337959,0.0001310606,0.00003633421,0.00002408853],"domain_scores_gemma":[0.9994866,0.0002307408,0.00009525585,0.00006120667,0.00006631704,0.000059888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000324782,0.00004316802,0.8587559,0.00003813738,0.0002397193,0.0001673978,0.0007688501,0.001289018,0.128362,0.000216707,0.0001589574,0.00963534],"study_design_scores_gemma":[0.000003012446,0.00001594656,0.9976157,0.000002410809,0.00001380067,0.00007509413,0.0001264408,0.0008313087,0.001173223,0.00003541496,0.0001038445,0.000003878251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995116,0.00001436638,0.0001866309,0.00000271672,5.146756e-7,9.289668e-7,0.0001089562,0.000005364741,0.0001689771],"genre_scores_gemma":[0.9994642,0.000006746468,0.0002009056,0.00000278212,4.895163e-7,0.000001352361,0.0002306373,0.000003305135,0.00008962642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006909032,"threshold_uncertainty_score":0.01373768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009425690303854036,"score_gpt":0.2074295358408685,"score_spread":0.1980038455370145,"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."}}