{"id":"W4411108339","doi":"10.1002/ece3.71537","title":"Broad and Fine Scale Range Shifts of a Species at Risk Across North America","year":2025,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University; Birds Canada; Environment and Climate Change Canada; Thompson Rivers University","funders":"Natural Sciences and Engineering Research Council of Canada; Thompson Rivers University","keywords":"Range (aeronautics); Geography; Ecology; Grassland; Habitat; Population; Breeding bird survey; Physical geography; Biology; Demography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002177866,0.00008980779,0.0001179461,0.0007974025,0.0004171268,0.0003478804,0.0002405667,0.0001675628,0.001530583],"category_scores_gemma":[0.0005503102,0.00008322236,0.00008293145,0.0006909371,0.0003065773,0.0003593697,0.0003897174,0.0002138378,0.0001093103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004825375,"about_ca_system_score_gemma":0.0002254312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07003605,"about_ca_topic_score_gemma":0.2461407,"domain_scores_codex":[0.9998673,0.00002368471,0.000004794147,0.00005316233,0.00002770384,0.00002344982],"domain_scores_gemma":[0.9995222,0.00006924847,0.0001730859,0.0000281998,0.0001132592,0.00009387438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004061134,0.00002794841,0.9772061,0.00002525018,0.00005513999,0.0001106325,0.001651041,0.0002627959,0.007447148,0.00008898444,0.0006145543,0.01246974],"study_design_scores_gemma":[2.841299e-7,0.000003651817,0.9992975,0.000002186856,0.00000190159,0.00002532607,0.0003371323,0.00008524063,0.00002887766,0.00001189965,0.0002050675,9.187916e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986767,0.0001186236,0.0000952346,0.0000383194,0.000002054142,0.000003244571,0.0001570485,0.000004695083,0.0009041236],"genre_scores_gemma":[0.9995029,0.00005131244,0.0001248232,0.0000184287,0.000002346274,0.000004181321,0.0001360261,0.000001411869,0.0001586267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9299639,"threshold_uncertainty_score":0.1392568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0083491588679347,"score_gpt":0.2282879947173107,"score_spread":0.219938835849376,"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."}}