{"id":"W2082664721","doi":"10.1111/j.1558-5646.2007.00128.x","title":"THE EFFECTS OF ENVIRONMENTAL HETEROGENEITY ON MULTIVARIATE SELECTION ON REPRODUCTIVE TRAITS IN FEMALE GREAT TITS","year":2007,"lang":"en","type":"article","venue":"Evolution","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Biotechnology and Biological Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; Royal Society","keywords":"Biology; Selection (genetic algorithm); Parus; Fecundity; Natural selection; Disruptive selection; Directional selection; Ecology; Population; Biological dispersal; Stabilizing selection; Avian clutch size; Ecological selection; Reproductive success; Habitat; Reproduction; Demography","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":[0.0003501067,0.00008097887,0.00007413403,0.00001414626,0.000174183,0.000005481657,0.00005238421,0.00006501665,0.000008881567],"category_scores_gemma":[0.00007309925,0.00002946984,0.00004654194,0.0001612899,0.00005064449,0.0000561561,0.00001196703,0.0001032471,0.00001600522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001450035,"about_ca_system_score_gemma":0.000001934336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001874477,"about_ca_topic_score_gemma":0.0004257414,"domain_scores_codex":[0.9991801,0.00007678777,0.0001359882,0.0002980461,0.0001537597,0.0001552877],"domain_scores_gemma":[0.9997534,0.000098614,0.00007041587,0.00004242899,0.00001160929,0.00002353693],"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":[0.0002430628,0.0001816355,0.03755615,0.000002326972,0.000003266078,7.933209e-7,0.00005634028,0.00001680061,0.9137133,0.0001184242,0.00001016607,0.04809778],"study_design_scores_gemma":[0.00009116196,0.0006951099,0.8002246,0.00001211689,0.000004220943,0.000002390749,0.00005343017,0.000008264977,0.1987162,0.00004465135,0.00009828972,0.00004956149],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992061,0.0000787483,0.000007184462,0.00007097945,0.000211679,0.0002789558,0.000003620668,0.00001924724,0.0001235442],"genre_scores_gemma":[0.9995871,0.00001414699,0.00000789186,0.000006730929,0.0002166301,0.000007535049,0.00000551562,7.71595e-7,0.0001537396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7626684,"threshold_uncertainty_score":0.1339692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134884545038172,"score_gpt":0.2333439720048041,"score_spread":0.2198555175009869,"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."}}