{"id":"W2330520379","doi":"10.1371/journal.pgen.1005860","title":"What Is Speciation?","year":2016,"lang":"en","type":"review","venue":"PLoS Genetics","topic":"Fermentation and Sensory Analysis","field":"Agricultural and Biological Sciences","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Biology; Genetic algorithm; Evolutionary biology; Horizontal gene transfer; Natural selection; Incipient speciation; Introgression; Genome; Genomics; Population; Ecology; Gene flow; Genetic variation; Genetics; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004455087,0.0001763228,0.000469551,0.00001465662,0.00008195281,0.0001421423,0.0002171911,0.0001498249,0.005993728],"category_scores_gemma":[0.00000801835,0.00004962874,0.0003182028,0.000218681,0.00002141695,0.0000618775,0.00003942101,0.00006567077,0.001864474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002937833,"about_ca_system_score_gemma":0.000008622465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.410745e-7,"about_ca_topic_score_gemma":0.00001221002,"domain_scores_codex":[0.9990004,0.00009073353,0.0002900434,0.0002621326,0.0002069737,0.0001497196],"domain_scores_gemma":[0.9995204,0.0001276422,0.0001609291,0.00007342526,0.000047772,0.00006982145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[2.566501e-7,0.00001760602,0.000005309111,0.0001279033,0.00006495061,9.11631e-7,0.00001402432,1.718134e-8,0.00005464555,0.000009776743,0.0008927709,0.9988118],"study_design_scores_gemma":[0.00001540239,0.00002231093,0.000008081661,0.001032408,0.0002333553,0.000001250209,0.0000330781,0.000003513911,0.00007778529,0.00006351427,0.9983414,0.0001678774],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001864666,0.9984604,1.42492e-7,0.0003050918,0.00017543,0.0001773346,0.00007670777,0.00002419383,0.0005942567],"genre_scores_gemma":[0.000007500249,0.99326,0.00001178897,0.0002870664,0.0005667555,0.00001310212,0.0001379516,0.000001289446,0.005714557],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9986439,"threshold_uncertainty_score":0.9989127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1014559587649617,"score_gpt":0.3092067151118764,"score_spread":0.2077507563469146,"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."}}