{"id":"W4403993169","doi":"10.1101/2024.10.29.620207","title":"The balanced lethal system in <i>Triturus</i> newts originated in an instantaneous speciation event.","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Biological Sciences","funders":"","keywords":"Triturus; Biology; Genetic algorithm; Event (particle physics); Evolutionary biology; Salamandridae; Zoology; Caudata; Physics; Astrophysics","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":[0.00009996177,0.0002189453,0.0001498145,0.0003731336,0.0004170537,0.0003992589,0.0003326826,0.0004451834,0.0008128564],"category_scores_gemma":[0.0002412638,0.0001660377,0.0002447288,0.000233235,0.0004564127,0.0003239868,0.0005717024,0.000560447,0.000200972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005090284,"about_ca_system_score_gemma":0.0001939944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001803253,"about_ca_topic_score_gemma":0.002152666,"domain_scores_codex":[0.9999355,0.000006801225,0.000005048644,0.00002707539,0.0000130209,0.0000126339],"domain_scores_gemma":[0.9998969,0.00001499008,0.00003695225,0.00001567641,0.000007563724,0.00002794944],"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":[0.00009564198,0.00001346844,0.008976492,0.00007939849,0.00003182308,0.0007072379,0.0001706655,0.0007717533,0.9815446,0.001295494,0.0001012321,0.006212186],"study_design_scores_gemma":[0.0001360598,0.001098079,0.4216597,0.0001096317,0.0003344559,0.01985397,0.001501604,0.01367159,0.4954886,0.003933203,0.04208237,0.0001305927],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957393,0.0003317244,0.002073928,0.00007452253,0.00001719114,0.00001294334,0.0001165479,0.00007107518,0.001562707],"genre_scores_gemma":[0.9965822,0.0002219066,0.001769671,0.00004795352,0.000004176218,0.00002095937,0.0003179333,0.00002147394,0.001013684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001803253,"threshold_uncertainty_score":0.003693223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00810528096623926,"score_gpt":0.2008951784976586,"score_spread":0.1927898975314194,"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."}}