{"id":"W4413129891","doi":"10.1111/cobi.70106","title":"Reconciling opposite conclusions in umbrella species evaluation","year":2025,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Environment and Climate Change Canada; Canadian Forest Service; Government of Northwest Territories; Wilfrid Laurier University; University of British Columbia","funders":"Deutsche Forschungsgemeinschaft","keywords":"Woodland caribou; Umbrella species; Ecology; Geography; Boreal; Range (aeronautics); Biology; Endangered species; Habitat","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008495797,0.00008777203,0.0001298255,0.00009130751,0.0001570283,0.000009858915,0.000135733,0.0001634653,0.002161258],"category_scores_gemma":[0.0003972291,0.00009034205,0.00002645185,0.0004255867,0.0001951329,0.0001198062,0.000120407,0.0001144026,0.0002040344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002365156,"about_ca_system_score_gemma":0.0000843641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003402447,"about_ca_topic_score_gemma":0.002203356,"domain_scores_codex":[0.9989306,0.0002679752,0.0002932721,0.0002708718,0.00006924233,0.0001680927],"domain_scores_gemma":[0.9994111,0.0002827919,0.00008141279,0.0001663813,0.00003610291,0.00002218606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001765364,0.00002359287,0.9752403,0.000002124829,0.000005341723,5.193729e-7,0.00006804333,0.0002138985,0.00775991,0.005579047,0.004278335,0.006811269],"study_design_scores_gemma":[0.0004867836,0.00002349872,0.9419088,0.00001398833,0.00001135561,0.00000114942,0.00006627815,0.0102515,0.0003913232,0.008197127,0.03856108,0.00008714447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9473742,0.000107382,0.0008826783,0.01150653,0.0003963231,0.0003178769,0.000003049995,0.0000317009,0.03938031],"genre_scores_gemma":[0.9889487,0.00005052615,0.0004196534,0.007773273,0.00002006177,0.00007540798,0.00007676161,0.000003392031,0.002632234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04157455,"threshold_uncertainty_score":0.9987509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04047906219412616,"score_gpt":0.3027437294206978,"score_spread":0.2622646672265716,"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."}}