{"id":"W2760239578","doi":"10.1139/gen-2017-0075","title":"Gene expression signatures of mating system evolution","year":2017,"lang":"en","type":"article","venue":"Genome","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tanzania Commission for Science and Technology; University of Dar es Salaam; Austrian Science Fund; Reed College; Alfred P. Sloan Foundation; National Institutes of Health; National Science Foundation","keywords":"Biology; Cichlid; Evolutionary biology; Mating system; Mating; Gene; Lineage (genetic); Genetics; Phenotype; Convergent evolution; Vertebrate; Phylogenetics; Polygyny; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00009407097,0.000127923,0.0001591394,0.0006548545,0.0002044987,0.0002962516,0.0001052912,0.0002472225,0.0007179432],"category_scores_gemma":[0.0002032876,0.0001031949,0.0001351643,0.0003806837,0.0002768232,0.0001340883,0.0002714438,0.0002357455,0.0001257011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001877609,"about_ca_system_score_gemma":0.0001265033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001089406,"about_ca_topic_score_gemma":0.002538029,"domain_scores_codex":[0.999904,0.000007717699,0.000004940867,0.00004638947,0.00001353988,0.00002333953],"domain_scores_gemma":[0.9998125,0.00004153371,0.00006214682,0.00001369904,0.00003535812,0.0000347624],"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":[0.0001502427,0.0000171067,0.1063432,0.00004889192,0.00002553854,0.000145269,0.0003840934,0.0000785987,0.8881481,0.00008566728,0.00006376533,0.004509538],"study_design_scores_gemma":[0.000002205677,0.0000481381,0.9931725,0.000003220841,0.000009929387,0.0001366511,0.0001336569,0.000168282,0.006035297,0.00003922702,0.0002466616,0.000004329769],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992344,0.0001528556,0.0001193847,0.00001353971,0.000001477388,0.000002663123,0.0002161234,0.000004113436,0.0002554458],"genre_scores_gemma":[0.9981439,0.0001116353,0.0003447907,0.00003932223,0.000004750438,0.00001381349,0.0006323291,0.000004040986,0.0007053372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001089406,"threshold_uncertainty_score":0.002401769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02509259392427017,"score_gpt":0.2299890865560843,"score_spread":0.2048964926318141,"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."}}