{"id":"W4386009490","doi":"10.1111/1744-7917.13262","title":"Spatiotemporal dynamics in butterfly hybrid zones","year":2023,"lang":"en","type":"review","venue":"Insect Science","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Smithsonian Tropical Research Institute; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Butterfly; Biology; Divergence (linguistics); Context (archaeology); Strengths and weaknesses; Hybrid zone; Ecology; Paleontology","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":[0.0004993558,0.0004630768,0.0006715325,0.002205046,0.0002337154,0.001025921,0.0005662474,0.0007521678,0.001533134],"category_scores_gemma":[0.0008979727,0.0002372215,0.0005117133,0.002052379,0.0004700081,0.001127914,0.0005127212,0.0005724983,0.0004305249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006142565,"about_ca_system_score_gemma":0.0008269473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004195192,"about_ca_topic_score_gemma":0.005310233,"domain_scores_codex":[0.9998338,0.00003053779,0.00002006873,0.0000542939,0.00004664007,0.00001468519],"domain_scores_gemma":[0.9996126,0.0002143682,0.0000825844,0.00001014986,0.00006410186,0.00001624181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001089623,0.00002811601,0.003891389,0.0314505,0.0003877777,0.0004175238,0.0004118038,0.001636418,0.009025738,0.008912998,0.005905068,0.9378237],"study_design_scores_gemma":[0.00002813261,0.000241484,0.04376044,0.01415493,0.00126198,0.003372901,0.0008570737,0.0008734589,0.006750172,0.01116361,0.9174008,0.0001351072],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00110496,0.9974672,0.0002773486,0.0001764255,0.00003429002,0.000003245794,0.00004292286,0.00000555242,0.0008881335],"genre_scores_gemma":[0.00769585,0.9912788,0.0004233585,0.00009828143,0.00004668103,0.00000673883,0.00006034864,0.000002025993,0.000387828],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004195192,"threshold_uncertainty_score":0.008341551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1923287587296801,"score_gpt":0.3006570766945832,"score_spread":0.1083283179649031,"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."}}