{"id":"W4405944257","doi":"10.1111/ele.14513","title":"Shorebirds Are Shrinking and Shape‐Shifting: Declining Body Size and Lengthening Bills in the Past Half‐Century","year":2024,"lang":"en","type":"article","venue":"Ecology Letters","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Natural Sciences and Engineering Research Council of Canada; Australian Research Council; Narodowym Centrum Nauki; Narodowe Centrum Nauki","keywords":"Ecology; Bergmann's rule; Geography; Biology","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":[0.0001594419,0.0001343348,0.0001272824,0.0003494348,0.0002916844,0.0003554142,0.0001415727,0.0001992447,0.001198555],"category_scores_gemma":[0.0005112209,0.0001065219,0.0001034464,0.0004660962,0.0005523521,0.0004266317,0.000249899,0.0002332913,0.0002905185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001950691,"about_ca_system_score_gemma":0.0001019621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00805819,"about_ca_topic_score_gemma":0.02087676,"domain_scores_codex":[0.9999371,0.00001052677,0.000004525181,0.0000195779,0.0000165452,0.00001175452],"domain_scores_gemma":[0.9995682,0.00002622152,0.0002493493,0.00002934213,0.00007507531,0.00005177112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004991746,0.00001587254,0.9735515,0.00003330167,0.00005368503,0.00007788387,0.0005938534,0.0001040287,0.005710529,0.00004755673,0.0006019278,0.01915997],"study_design_scores_gemma":[2.113286e-7,0.000007550634,0.9994408,0.000001468889,0.000003061615,0.00005628205,0.0001234576,0.00001445064,0.00007700383,0.000007709439,0.0002672324,6.703613e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986474,0.0003349315,0.0001164688,0.00008553914,0.000005016734,0.00000128596,0.0002449743,0.00000812633,0.0005563023],"genre_scores_gemma":[0.9986198,0.0004538258,0.0001516276,0.00008595513,0.00001564491,0.000002192679,0.0003096689,0.000002684099,0.0003586606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00805819,"threshold_uncertainty_score":0.01602256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01003196288016601,"score_gpt":0.2335624326703302,"score_spread":0.2235304697901642,"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."}}