{"id":"W4412360557","doi":"10.1111/jbi.15176","title":"Environmental and Geographic Conditions on the Breeding Grounds Drive Bergmannian Clines in Nightjars","year":2025,"lang":"en","type":"article","venue":"Journal of Biogeography","topic":"Rangeland and Wildlife Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Carleton University; University of Alberta; University of Winnipeg; University of Manitoba; University of Regina; University of British Columbia","funders":"Campus Research Board; Natural Sciences and Engineering Research Council of Canada; Smithsonian Conservation Biology Institute; U.S. Geological Survey; Universiteit Hasselt; Mitacs; Smithsonian Institution; Vetenskapsrådet; Association of Field Ornithologists; Lunds Universitet; American Ornithological Society; Svenska Forskningsrådet Formas; ConocoPhillips; Helsingin Yliopisto; University of Alberta; U.S. Fish and Wildlife Service; Environment and Climate Change Canada; Natural England; Norges Forskningsråd; University of South Dakota; Georgetown University; Massachusetts MassWildlife Division of Fisheries and Wildlife; Université de Namur; Center for Makroøkologi, Evolution og Klima; University of Manitoba; University of Illinois at Urbana-Champaign; Illinois Department of Natural Resources; Ohio State University; Texas Tech University; Government of Ontario","keywords":"Geography; Ecology; Environmental science; 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":[0.0001754907,0.0001173624,0.0001356898,0.0003488654,0.0001695012,0.0002809539,0.0001043129,0.000135501,0.001253403],"category_scores_gemma":[0.0008502647,0.00009659248,0.0001202502,0.000219231,0.0002681419,0.000144912,0.0001560503,0.0001168405,0.0001125087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001078149,"about_ca_system_score_gemma":0.00006776017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003533019,"about_ca_topic_score_gemma":0.01321665,"domain_scores_codex":[0.9999131,0.000017936,0.000007837452,0.00003079606,0.00001297033,0.00001730302],"domain_scores_gemma":[0.9992983,0.000101673,0.0004405428,0.00003751415,0.00004325106,0.0000786477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005670142,0.00001300868,0.9960365,0.000006053904,0.0000188032,0.00003783341,0.0001546359,0.00006150985,0.002115958,0.00002121222,0.0000424476,0.001435585],"study_design_scores_gemma":[8.851412e-7,0.00001270078,0.999724,8.793476e-7,0.00000217884,0.00002920991,0.00008774619,0.00007751354,0.00002837109,0.00001004853,0.00002569896,7.139772e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998079,0.00001945484,0.00003886357,0.000004214063,8.873759e-7,0.000001016744,0.00002444966,0.000001667646,0.0001016492],"genre_scores_gemma":[0.9998161,0.00001044632,0.00006971858,0.000004897589,0.000001143178,0.000001158416,0.00004766124,7.845841e-7,0.0000480663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003533019,"threshold_uncertainty_score":0.007024884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004891603364176756,"score_gpt":0.2092337591561152,"score_spread":0.2043421557919385,"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."}}