{"id":"W4402897932","doi":"10.1093/jeb/voae124","title":"Testing the predictions of reinforcement: long-term empirical data from a damselfly mottled hybrid zone","year":2024,"lang":"en","type":"article","venue":"Journal of Evolutionary Biology","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Vetenskapsrådet","keywords":"Sympatry; Reproductive isolation; Biology; Allopatric speciation; Character displacement; Hybrid zone; Damselfly; Gene flow; Evolutionary biology; Genetics; Zoology; Sympatric speciation; Odonata; Population; Gene","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":[0.001703162,0.0001972839,0.0003401515,0.0009430045,0.0006056755,0.0004085291,0.0008145964,0.0003968618,0.0009291476],"category_scores_gemma":[0.004372351,0.0001691377,0.0002229927,0.0004890614,0.001658102,0.0004263154,0.0008962264,0.0006158562,0.00015207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003748657,"about_ca_system_score_gemma":0.0001341859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001779535,"about_ca_topic_score_gemma":0.003286178,"domain_scores_codex":[0.9993718,0.0002650951,0.0000469105,0.0001796525,0.00008902227,0.00004746999],"domain_scores_gemma":[0.9931056,0.00344682,0.001581218,0.001030518,0.0003812292,0.0004546575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003729051,0.0003506226,0.9539488,0.00007615325,0.0002736422,0.000350039,0.002488709,0.001179697,0.02819953,0.0004338124,0.0001120444,0.01221405],"study_design_scores_gemma":[0.00001301678,0.0002839806,0.9938321,0.000008965691,0.00006382727,0.0003808624,0.0006672632,0.002962651,0.00113545,0.0003314571,0.0002982638,0.00002203915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997293,0.00005049768,0.0001108579,0.000006788537,3.912435e-7,0.000001520767,0.00001797894,0.000001402836,0.00008125229],"genre_scores_gemma":[0.999651,0.00002017347,0.0002030921,0.000009144237,0.000001661653,0.000003689571,0.0000745504,0.000001532452,0.0000351633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001779535,"threshold_uncertainty_score":0.009007275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1088255070455161,"score_gpt":0.3187973574305485,"score_spread":0.2099718503850324,"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."}}