{"id":"W4410746947","doi":"10.1002/ece3.71331","title":"Complex Variation in Afrotropical Mammal Communities With Human Impact","year":2025,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Leibniz-Gemeinschaft; Deutsches Zentrum für integrative Biodiversitätsforschung Halle-Jena-Leipzig; Centre National de la Recherche Scientifique; Universität Konstanz; Universität Leipzig; University College London; Max-Planck-Institut für Evolutionäre Anthropologie; Deutsches Primatenzentrum; Uniwersytet Warszawski; Volkswagen Foundation; Technische Universität Dresden; Arizona State University; Yale University","keywords":"Mammal; Species richness; Threatened species; Protected area; Ecology; Habitat; Geography; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005734133,0.0001660575,0.0002076668,0.001532726,0.0003862138,0.0005291692,0.0002143385,0.0002586475,0.001487563],"category_scores_gemma":[0.002564044,0.0001685781,0.0001980112,0.001451702,0.0007450425,0.0005944751,0.0006104239,0.0002174216,0.0001664178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000259356,"about_ca_system_score_gemma":0.0001010237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007312235,"about_ca_topic_score_gemma":0.01527486,"domain_scores_codex":[0.9993464,0.0002200906,0.00004136133,0.0001797482,0.0001136933,0.00009871291],"domain_scores_gemma":[0.9982789,0.0004240192,0.0008794782,0.0001503728,0.0001555507,0.0001117729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003049857,0.00001164566,0.9947907,0.00001333527,0.00003729408,0.00005349527,0.0005652931,0.0001651315,0.0009645078,0.00003249189,0.00005728509,0.003278329],"study_design_scores_gemma":[3.918485e-7,0.000008164912,0.9995552,0.000001760611,0.000002152064,0.00005938574,0.0001377285,0.0001384152,0.00002256715,0.00001598745,0.00005672234,0.000001464271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992911,0.00007580622,0.0001632565,0.00001201628,8.407645e-7,0.000003926458,0.0001041527,0.000003217599,0.0003457552],"genre_scores_gemma":[0.9996011,0.00003526861,0.0001691326,0.000006765466,0.000002932375,0.000004715383,0.000115999,0.00000130731,0.00006274832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007312235,"threshold_uncertainty_score":0.01453936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01231134925261005,"score_gpt":0.2422644765046074,"score_spread":0.2299531272519974,"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."}}