{"id":"W4310969331","doi":"10.1073/pnas.2206635119","title":"Ecology, evolution, and conservation of Ethiopia’s biodiversity","year":2022,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Carlsbergfondet; Fulbright Norway; San Diego Zoo Institute for Conservation Research","keywords":"Biodiversity; Endemism; Geography; Ecology; Threatened species; Biodiversity hotspot; Conservation biology; Agroforestry; Biology; Habitat","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008777185,0.00003137079,0.00006360001,0.00005784334,0.0002643013,0.000002232396,0.0003217317,0.00002334437,0.000196949],"category_scores_gemma":[0.0000949699,0.00002408754,0.00001952491,0.0003486047,0.0009338653,0.0001746253,0.0004479578,0.00006586873,0.000001125156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004088659,"about_ca_system_score_gemma":0.00000628543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000604249,"about_ca_topic_score_gemma":0.000001097104,"domain_scores_codex":[0.9992949,0.000008832323,0.0001217986,0.0001116133,0.0004012711,0.00006154466],"domain_scores_gemma":[0.9996786,0.0000507172,0.0002366011,0.000003398566,0.00002032375,0.0000103853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000946556,0.00003051812,0.9334052,0.00001200429,0.000005232886,1.550522e-9,0.0001477634,0.000193199,0.02137988,0.03516119,0.009611164,0.00004438381],"study_design_scores_gemma":[0.0001070963,0.00005596102,0.9685424,0.000001698116,0.000007028781,0.000001496449,0.0003074837,0.0003251777,0.002011629,0.02755627,0.001057152,0.0000266321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877735,0.00001425525,5.136903e-7,0.006198223,0.00001425761,0.0001075377,0.00000879751,0.000002854918,0.005880043],"genre_scores_gemma":[0.999305,0.000006005173,0.0002782866,0.0002162068,0.000004018725,0.000004672861,8.955868e-8,4.477234e-7,0.0001852721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03513718,"threshold_uncertainty_score":0.3440866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02446075444323372,"score_gpt":0.2437391350433106,"score_spread":0.2192783806000768,"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."}}