{"id":"W4395694202","doi":"10.1101/2024.04.26.589870","title":"A single episode of sexual reproduction can prevent population extinction under multiple stressors","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Core Research for Evolutional Science and Technology; Institute of Genetics; Japan Science and Technology Agency; Japan Society for the Promotion of Science; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Stressor; Reproduction; Extinction (optical mineralogy); Population; Psychology; Sexual reproduction; Medicine; Biology; Clinical psychology; Environmental health; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003199858,0.0002161088,0.0002846257,0.0002564232,0.0002124962,0.0003469913,0.0003887565,0.0003705752,0.000986825],"category_scores_gemma":[0.0005609984,0.0001175132,0.0002165306,0.00008423861,0.0002857292,0.0002502304,0.0006834675,0.0004731836,0.0001810666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002405637,"about_ca_system_score_gemma":0.0001604987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002557044,"about_ca_topic_score_gemma":0.0003930025,"domain_scores_codex":[0.9998409,0.0000316819,0.00001514673,0.00004249967,0.00003491569,0.00003492768],"domain_scores_gemma":[0.9994258,0.000132503,0.0002094172,0.00008933761,0.00004012027,0.0001028189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005189507,0.00004514173,0.002709278,0.00002464448,0.00001495309,0.00008215885,0.00002329897,0.0002614349,0.9931017,0.0001420809,0.00006503968,0.00347846],"study_design_scores_gemma":[0.00007050411,0.001650534,0.2595993,0.00004337113,0.0001078583,0.001429486,0.0003085231,0.01520846,0.7150017,0.001357949,0.005169676,0.00005271331],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965217,0.0001791335,0.002562676,0.00007834434,0.0000106241,0.000009796268,0.0000706905,0.00007219586,0.0004949409],"genre_scores_gemma":[0.9984181,0.00007068225,0.00101353,0.00006801474,0.000006476492,0.00001521061,0.00009282541,0.00001693759,0.0002983441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000986825,"threshold_uncertainty_score":0.003301203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01248549242547367,"score_gpt":0.2294836658523957,"score_spread":0.216998173426922,"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."}}