{"id":"W2104590028","doi":"10.1111/j.1558-5646.2012.01605.x","title":"NEXT-GENERATION STUDIES OF MATING SYSTEM EVOLUTION","year":2012,"lang":"en","type":"article","venue":"Evolution","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"BC Cancer Agency; Simon Fraser University; Genome British Columbia; Canada's Michael Smith Genome Sciences Centre","keywords":"Biology; Reproductive isolation; Evolutionary biology; Gamete; Mating; Mating system; Selection (genetic algorithm); Molecular evolution; Gene; Sexual selection; Genetics; Phylogenetics; Sperm; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003432104,0.00006483531,0.0001129671,0.00005544832,0.00009997311,0.000006211239,0.00004496339,0.00004733978,0.00008506759],"category_scores_gemma":[0.00004849791,0.00005183078,0.00002711075,0.000112184,0.000033133,0.0003395614,0.000009908559,0.00004261364,0.0001090761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002103838,"about_ca_system_score_gemma":0.00001494106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003243102,"about_ca_topic_score_gemma":0.001327728,"domain_scores_codex":[0.9993553,0.0000826895,0.0001925178,0.00008626704,0.000106409,0.0001768843],"domain_scores_gemma":[0.999693,0.0000427368,0.0001071007,0.00007336753,0.0000479382,0.00003588788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003102015,0.00001998878,0.9264888,0.0001794238,0.00004400456,6.6557e-7,0.0003512368,0.001044304,0.01091674,0.0144085,0.001379308,0.04513597],"study_design_scores_gemma":[0.0002694067,0.000236045,0.898139,0.00008157476,0.0000557997,0.00007249688,0.005113619,0.09250704,0.001009354,0.0004618902,0.001786463,0.0002673116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792778,0.004539656,0.00273057,0.00002839171,0.0009459195,0.0001044089,0.00002266544,0.00004759861,0.01230295],"genre_scores_gemma":[0.998711,0.00001749944,0.0004114415,0.000008266286,0.0004637408,0.000001023066,0.0001099489,0.000001115976,0.0002758889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09146274,"threshold_uncertainty_score":0.4902622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06334861399496489,"score_gpt":0.2396081693780852,"score_spread":0.1762595553831203,"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."}}