{"id":"W4412636478","doi":"10.1111/ele.70180","title":"Continental Patterns of Phenotypic Variation Along Replicated Urban Gradients: A Mega‐Analysis","year":2025,"lang":"en","type":"review","venue":"Ecology Letters","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Université du Québec à Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Centre National de la Recherche Scientifique; Agence Nationale de la Recherche; Natural Sciences and Engineering Research Council of Canada; Centre Méditerranéen de l’Environnement et de la Biodiversité","keywords":"Cyanistes; Urbanization; Parus; Biology; Variation (astronomy); Ecology; Population; Evolutionary ecology; Evolutionary biology; Geography; 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":[0.0002242995,0.0002453835,0.001108849,0.000103418,0.0001089902,0.00001527669,0.0002835085,0.0002768345,0.0003291185],"category_scores_gemma":[0.00004859965,0.00009977098,0.0007208686,0.0008999547,0.00005457008,0.00004906521,0.00007926673,0.0002128514,0.00001510569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008393019,"about_ca_system_score_gemma":0.00001236635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005890578,"about_ca_topic_score_gemma":0.0005415187,"domain_scores_codex":[0.9981804,0.0002449762,0.0005881104,0.0006357644,0.0001144977,0.0002362439],"domain_scores_gemma":[0.9990767,0.0001805752,0.0005094566,0.0001432008,0.00004921357,0.00004080275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00004651418,0.0007570452,0.2477272,0.002809721,0.005858268,0.0000329047,0.0001400757,0.000002721395,0.004738114,0.000196577,0.002980796,0.73471],"study_design_scores_gemma":[0.0001368274,0.0001713588,0.8465381,0.0006369812,0.01359631,0.00001103512,0.00002412099,0.00000238394,0.00001779653,0.000005315121,0.138423,0.0004367126],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3238474,0.6714081,0.0000364805,0.001393311,0.001140937,0.001536837,0.0003896302,0.0001562968,0.00009100707],"genre_scores_gemma":[0.1032927,0.8920992,0.00002998006,0.0003306587,0.0004881539,0.0001680529,0.002906608,0.000003760772,0.0006808545],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7342733,"threshold_uncertainty_score":0.4068542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01927976119184656,"score_gpt":0.2574319303474278,"score_spread":0.2381521691555813,"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."}}