{"id":"W4398238331","doi":"10.1111/mec.17412","title":"Documenting homoploid hybrid speciation","year":2024,"lang":"en","type":"article","venue":"Molecular Ecology","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biology; Reproductive isolation; Genetic algorithm; Evolutionary biology; Population; Sociology","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":[0.001476305,0.0001707964,0.0003654212,0.001707129,0.0008800522,0.001265515,0.0006034764,0.001095492,0.00352406],"category_scores_gemma":[0.002698073,0.0001722244,0.0002516446,0.001152646,0.001308624,0.001934092,0.001747378,0.00151497,0.0006480983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006139325,"about_ca_system_score_gemma":0.0004043845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008547153,"about_ca_topic_score_gemma":0.001683153,"domain_scores_codex":[0.9994596,0.0001252889,0.00004089696,0.0002003099,0.000119282,0.00005476826],"domain_scores_gemma":[0.9983253,0.0006675477,0.0003567017,0.000298152,0.0002078179,0.0001445964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003118939,0.00008903047,0.1570124,0.0009475134,0.0002164388,0.002496931,0.005743945,0.001428147,0.5959636,0.07547625,0.001370983,0.1589429],"study_design_scores_gemma":[0.00005545822,0.0005211256,0.5222643,0.0005354283,0.0002488517,0.01107738,0.008051609,0.006374442,0.2066001,0.1507849,0.09321634,0.0002700616],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8675554,0.008561835,0.09182043,0.001583218,0.0001950269,0.00008665456,0.0009234874,0.0003511463,0.02892283],"genre_scores_gemma":[0.9682897,0.002508195,0.02608994,0.0006102097,0.00004316032,0.00003440752,0.0004466391,0.00005140958,0.00192641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00352406,"threshold_uncertainty_score":0.01178914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004657294477718669,"score_gpt":0.2236529837027379,"score_spread":0.2189956892250192,"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."}}