{"id":"W4413986846","doi":"10.1093/jeb/voaf099","title":"Local adaptation of life-history traits in a seasonal environment","year":2025,"lang":"en","type":"article","venue":"Journal of Evolutionary Biology","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Simon Fraser University","keywords":"Biology; Local adaptation; Adaptation (eye); Population; Life history theory; Fecundity; Ecology; Evolutionary biology; Demography; Life history","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003288626,0.0002507762,0.0004252475,0.0002581824,0.0003760726,0.0007023896,0.0005773781,0.0007187483,0.001240686],"category_scores_gemma":[0.001396283,0.0002101745,0.0006884804,0.0002376942,0.0008934682,0.0005908073,0.0005871307,0.0005009949,0.0001491584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006300564,"about_ca_system_score_gemma":0.0003497812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005165447,"about_ca_topic_score_gemma":0.004631316,"domain_scores_codex":[0.999869,0.00003982061,0.000006045244,0.0000447567,0.00001313625,0.00002726519],"domain_scores_gemma":[0.9995414,0.0001818479,0.0001458201,0.00004894575,0.00002979056,0.00005224279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00009134359,0.0001207215,0.08073843,0.0001454925,0.0003411048,0.001272465,0.0006217677,0.824851,0.0499866,0.03005362,0.0008997261,0.01087765],"study_design_scores_gemma":[0.00001755938,0.0001076271,0.05162008,0.0000134745,0.00008964763,0.0003542058,0.0002571763,0.9267138,0.0009622683,0.01921038,0.0006132665,0.00004040713],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662624,0.000158759,0.03123467,0.0001865646,0.0000133873,0.00001064986,0.00007339643,0.00007487403,0.001985352],"genre_scores_gemma":[0.9981572,0.00008772715,0.001160655,0.00002745521,0.00000518681,0.000009137917,0.00002967574,0.00001028616,0.0005125616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005165447,"threshold_uncertainty_score":0.01027077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03509453813632598,"score_gpt":0.2984425084388496,"score_spread":0.2633479703025236,"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."}}