{"id":"W3110974842","doi":"10.1111/jeb.13752","title":"Sexual selection on performance traits in an Australian lizard with alternative reproductive tactics","year":2020,"lang":"en","type":"article","venue":"Journal of Evolutionary Biology","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Australian Research Council; University of New South Wales; Macquarie University","keywords":"Biology; Skink; Sexual selection; Trait; Selection (genetic algorithm); CONTEST; Lizard; Reproductive success; Sprint; Natural selection; Disruptive selection; Sexual conflict; Replicate; Evolutionary biology; Ecology; Demography; Population; Machine learning; Statistics; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001420568,0.00009866626,0.0001599451,0.00002625089,0.00008214541,0.00000752436,0.0001132896,0.00008205423,0.00006172716],"category_scores_gemma":[0.0000450608,0.00003722046,0.00003006747,0.0002924393,0.00007630378,0.0002841812,0.00001127049,0.0003038098,0.000005449342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000648124,"about_ca_system_score_gemma":0.00002423515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003222221,"about_ca_topic_score_gemma":0.00003436083,"domain_scores_codex":[0.9991134,0.0001213233,0.0002347415,0.0002652719,0.000117406,0.0001478806],"domain_scores_gemma":[0.999465,0.00002633853,0.0002163486,0.00002128333,0.0001900358,0.00008098676],"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":[0.002252147,0.0003526999,0.455734,0.00000460922,0.00002444776,0.00001752201,0.0003861015,0.001209951,0.5178329,0.0001672381,0.0003914221,0.0216269],"study_design_scores_gemma":[0.000203129,0.01494046,0.9784723,0.00001082289,0.00001262636,0.0002077609,0.0005175397,0.0001617077,0.003416057,0.00006625373,0.001887274,0.0001040874],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958531,0.00003074169,0.000007459317,0.003837998,0.000116572,0.00008729813,0.000008116212,0.00001136355,0.00004735427],"genre_scores_gemma":[0.9982778,0.00002062558,0.0002178646,0.00009757696,0.001321036,0.000001834723,0.00001166102,9.501753e-7,0.00005060522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5227383,"threshold_uncertainty_score":0.1517806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0556796970939584,"score_gpt":0.2780608518555421,"score_spread":0.2223811547615837,"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."}}