{"id":"W2069560407","doi":"10.1111/j.1558-5646.2009.00777.x","title":"INCIPIENT SPECIATION DESPITE LITTLE ASSORTATIVE MATING: THE YELLOW-RUMPED WARBLER HYBRID ZONE","year":2009,"lang":"en","type":"article","venue":"Evolution","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Assortative mating; Biology; Genetic algorithm; Warbler; Mating; Hybrid zone; Evolutionary biology; Ecology; Zoology; Genetics; Gene flow; Habitat; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002726548,0.00008888449,0.00007440386,0.0000186762,0.0002514134,0.00001328426,0.0001212269,0.00004942172,0.001283112],"category_scores_gemma":[0.00004863591,0.00006676775,0.00003937566,0.0001442117,0.0001002204,0.0002084135,0.00003645752,0.0001332734,0.001844127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004158217,"about_ca_system_score_gemma":0.000008413139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002960852,"about_ca_topic_score_gemma":0.0001025552,"domain_scores_codex":[0.9991665,0.00007984197,0.0001583826,0.000188347,0.000196577,0.0002103585],"domain_scores_gemma":[0.9996496,0.00003268155,0.0001095575,0.0001587348,0.000009506494,0.00003994252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005565722,0.0003674477,0.9425277,0.000002065234,0.00001184728,0.00001281914,0.002081516,0.001615247,0.01618229,0.0005190423,0.01514536,0.02147899],"study_design_scores_gemma":[0.0001643361,0.00009863835,0.9939851,0.000004816383,0.00001771357,0.000004768331,0.00008345001,0.0007809325,0.001590733,0.001038265,0.002140214,0.00009101437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897132,0.00001831193,0.00451942,0.001022987,0.0001808521,0.0002193862,0.000003638618,0.00004251257,0.004279671],"genre_scores_gemma":[0.9957448,0.000002869506,0.000544571,0.0002760709,0.00007669342,0.00001248553,0.00001213347,0.000004732489,0.0033256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05145739,"threshold_uncertainty_score":0.9996299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007628347821598192,"score_gpt":0.2224469688005545,"score_spread":0.2148186209789563,"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."}}