{"id":"W4213243118","doi":"10.1002/9780470015902.a0001753.pub2","title":"Hybrid Speciation","year":2012,"lang":"en","type":"other","venue":"Encyclopedia of Life Sciences","topic":"Chromosomal and Genetic Variations","field":"Agricultural and Biological Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biology; Genetic algorithm; Reproductive isolation; Evolutionary biology; Hybrid zone; Ecological speciation; Gene duplication; Incipient speciation; Gene flow; Genetics; Gene; Genetic variation; Population","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":[],"category_scores_codex":[0.0001932829,0.000135974,0.0002067904,0.00003219091,0.00009616643,0.00001340642,0.0003557076,0.00008922789,0.01763539],"category_scores_gemma":[0.00009090837,0.00005193483,0.00007887933,0.0002756574,0.0001610614,0.00005604414,0.00006313444,0.00006094609,0.0002310275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006205789,"about_ca_system_score_gemma":0.00003039629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003584935,"about_ca_topic_score_gemma":0.0005452731,"domain_scores_codex":[0.9989182,0.0000422068,0.000214635,0.0002432846,0.0003517438,0.0002299306],"domain_scores_gemma":[0.9994482,0.0001003719,0.0002898981,0.00005119298,0.00001990664,0.00009036703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000030906,0.0001852632,0.03752929,0.00002458196,0.00002945078,8.159897e-7,0.00008984542,0.000002566333,0.0009888317,0.001929144,0.8775064,0.08171068],"study_design_scores_gemma":[0.00003300671,0.00006325028,0.02720821,0.00003193111,0.00001292296,0.000001009848,0.00003574415,0.000003802299,0.00004795431,0.0003994904,0.9720106,0.000152074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01156972,0.00250043,0.000002318647,0.0005954668,0.0009398503,0.0001621325,0.0001612959,0.00007084548,0.9839979],"genre_scores_gemma":[0.06089636,0.005442303,0.002068347,0.0002750796,0.009137868,0.00002810654,0.0001924614,0.00001376601,0.9219457],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09450416,"threshold_uncertainty_score":0.9832626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0178240022021801,"score_gpt":0.2245781753158258,"score_spread":0.2067541731136457,"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."}}