{"id":"W4313462446","doi":"10.1101/2022.12.31.521874","title":"The search behavior of terrestrial mammals","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parks Canada; Canadian Forest Service; Natural Resources Canada; University of Alberta; Université du Québec à Rimouski; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; KfW Entwicklungsbank; Threatened Species Recovery Hub; National Commission for Science, Technology and Innovation; Consejo Nacional de Ciencia y Tecnología; University of California, Davis; Fundação de Amparo à Pesquisa do Estado de São Paulo; North Carolina State University; University of Oxford; Instituto Serrapilheira; Australian Wildlife Conservancy; ICTP South American Institute for Fundamental Research; Simons Foundation; Nuclear Safety and Security Commission; ArcticNet; National Aeronautics and Space Administration; Leakey Foundation; Australian Government; Abdus Salam International Centre for Theoretical Physics; U.S. Department of Defense; Giraffe Conservation Foundation; National Science Foundation","keywords":"Predation; Resource (disambiguation); Predator; Abundance (ecology); Ecology; Biology; Movement (music); Apex predator; Geography; Balance (ability); Computer science; Neuroscience","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":[0.0001590961,0.00008090026,0.0001298305,0.0003250501,0.0001150451,0.0003499135,0.00009090073,0.0001752447,0.001552838],"category_scores_gemma":[0.0006305499,0.00008056368,0.00007496667,0.0001933916,0.0002248812,0.0002203083,0.000210947,0.0001360452,0.0003306381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009831386,"about_ca_system_score_gemma":0.00007229293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001115159,"about_ca_topic_score_gemma":0.001721567,"domain_scores_codex":[0.9999448,0.00001416296,0.0000025197,0.00002063439,0.00001046277,0.000007347561],"domain_scores_gemma":[0.9997681,0.00006638671,0.00008866284,0.00001953235,0.00001989917,0.00003742467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002808122,0.00009034337,0.7758338,0.00022603,0.0002291253,0.0003248653,0.001855352,0.003063802,0.1344372,0.0009392145,0.001948222,0.08077121],"study_design_scores_gemma":[0.000004498454,0.00009400451,0.9932721,0.00001569805,0.00001551327,0.0004033681,0.000257143,0.003023839,0.001552087,0.0004756413,0.0008784499,0.000007589878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976938,0.0003593672,0.000469361,0.00003329604,0.000001897174,0.000002675107,0.00009697425,0.00001330711,0.001329199],"genre_scores_gemma":[0.9984031,0.0001439377,0.0006417513,0.00002814278,0.000005278243,0.000004449943,0.0001726945,0.000007049362,0.0005936259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001552838,"threshold_uncertainty_score":0.005194783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02828393550682473,"score_gpt":0.2423786317989346,"score_spread":0.2140946962921099,"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."}}