{"id":"W4303712395","doi":"10.1101/2022.10.08.511445","title":"Complex hybridization between deeply diverged fish species in a disturbed ecosystem","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Australian Government; Stanford Research Computing Center, Stanford University; National Science Foundation","keywords":"Xiphophorus; Biology; Hybrid; Evolutionary biology; Ecology; Gene flow; Hybrid zone; Fish <Actinopterygii>; Genetics; Fishery; Gene; Genetic variation","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":[0.0007439432,0.0001279547,0.000261439,0.001029114,0.001147114,0.0006663136,0.0003742758,0.0004388127,0.001979142],"category_scores_gemma":[0.001304107,0.0001865348,0.0002639949,0.001008334,0.000877794,0.0004539949,0.001364572,0.0003680378,0.0001962122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006591914,"about_ca_system_score_gemma":0.0002707625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007745204,"about_ca_topic_score_gemma":0.02407928,"domain_scores_codex":[0.9996116,0.00006883535,0.00001943839,0.0001751683,0.00008525953,0.00003981229],"domain_scores_gemma":[0.9991197,0.000335005,0.0002859078,0.00009579078,0.00009912648,0.00006457146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002045708,0.00003094043,0.8908821,0.0001716843,0.0002393694,0.00114386,0.005222165,0.0008277481,0.07712097,0.0004174514,0.0003939535,0.02334525],"study_design_scores_gemma":[0.000006351524,0.00005588747,0.9878853,0.00004039838,0.00007751131,0.000622204,0.002665275,0.001369856,0.003699667,0.000449917,0.003101217,0.00002643172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970509,0.0000745519,0.00179382,0.00003644443,0.00000284553,0.000008380077,0.000193146,0.00006035192,0.0007795935],"genre_scores_gemma":[0.9948946,0.00005698837,0.004368988,0.0000576194,0.000002924076,0.00001326054,0.0002904657,0.00002296641,0.0002921543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007745204,"threshold_uncertainty_score":0.01540023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02565403902365284,"score_gpt":0.2243906454526312,"score_spread":0.1987366064289784,"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."}}