{"id":"W4229375533","doi":"10.1111/geb.13523","title":"Evaluating expert‐based habitat suitability information of terrestrial mammals with <scp>GPS‐</scp>tracking data","year":2022,"lang":"en","type":"article","venue":"Global Ecology and Biogeography","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; Okanagan University College; University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of Guelph; University of British Columbia; University of Victoria; University of Alberta","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Aging; National Science Foundation of Sri Lanka; Innotech Alberta; Provincia Autonoma di Trento; 15. Juni Fonden; Narodowe Centrum Nauki; Bundesministerium für Bildung und Forschung; Fundação de Amparo à Pesquisa do Estado de São Paulo; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Royal Canadian Geographical Society; Radboud Universiteit; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Agence Nationale de la Recherche; Javna Agencija za Raziskovalno Dejavnost RS; Alberta Parks; Alberta Conservation Association; National Science Foundation; TD Friends of the Environment Foundation; University of California, Davis; Natural Sciences and Engineering Research Council of Canada; Safari Club International Foundation; European Commission; Fundação de Apoio ao Desenvolvimento do Ensino, Ciência e Tecnologia do Estado de Mato Grosso do Sul; Narodowe Centrum Badań i Rozwoju; Leakey Foundation; University of Victoria; Deutsche Forschungsgemeinschaft","keywords":"Global Positioning System; Habitat; Ecology; Tracking (education); Geography; Biology; Computer science; Telecommunications","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":[0.02463545,0.0004905716,0.0005283378,0.007423673,0.000426019,0.001402908,0.0009861153,0.001033176,0.002415568],"category_scores_gemma":[0.07959348,0.0002368651,0.0007254833,0.003632891,0.0005660512,0.002210653,0.001396633,0.000307825,0.0005971802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007606315,"about_ca_system_score_gemma":0.0004961048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005226759,"about_ca_topic_score_gemma":0.008587666,"domain_scores_codex":[0.9811574,0.01148825,0.001738481,0.00210471,0.003161228,0.0003498919],"domain_scores_gemma":[0.8973916,0.07380538,0.01509167,0.004717893,0.00784599,0.001147667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000619452,0.00008962779,0.9648453,0.0002098965,0.0003825798,0.00008130965,0.0004331509,0.006872607,0.0004588502,0.0001466676,0.0007724372,0.02508818],"study_design_scores_gemma":[0.00005598351,0.0006553209,0.9593801,0.0001484849,0.0001757563,0.0002767549,0.001060911,0.03514983,0.001109887,0.0005473834,0.001381878,0.00005765793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818407,0.0004124583,0.01111928,0.00009492521,0.00001982923,0.0001801515,0.002546852,0.00008180802,0.003704108],"genre_scores_gemma":[0.9874651,0.00009815218,0.008994041,0.00004083585,0.00002540077,0.0001051634,0.003078942,0.00001147804,0.0001808279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02463545,"threshold_uncertainty_score":0.1302863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04706865024922983,"score_gpt":0.2987528045261618,"score_spread":0.2516841542769319,"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."}}