{"id":"W4414531712","doi":"10.1186/s13002-025-00786-0","title":"Indigenous medicinal knowledge and therapeutic practices of the endangered Ongota/Birale of Southwest Ethiopia","year":2025,"lang":"en","type":"article","venue":"Journal of Ethnobiology and Ethnomedicine","topic":"Indigenous Knowledge Systems and Agriculture","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute for Catastrophic Loss Reduction","keywords":"Indigenous; Traditional knowledge; Endangered species; Biodiversity; Biodiversity conservation; Threatened species","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001237624,0.0001444471,0.000526802,0.00004819099,0.000213921,0.000005398024,0.0002659504,0.0002797032,0.00002905501],"category_scores_gemma":[0.0002398462,0.00004072574,0.00009411794,0.0003627211,0.0005676273,0.00004366257,0.00007646091,0.000482844,5.512196e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001477971,"about_ca_system_score_gemma":0.00008089555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004111845,"about_ca_topic_score_gemma":0.001854754,"domain_scores_codex":[0.9986741,0.0002685053,0.0006020059,0.0001407695,0.0001204303,0.0001941894],"domain_scores_gemma":[0.9976463,0.0007101764,0.001181116,0.00006221137,0.0003396781,0.00006052924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002702266,0.0003366425,0.2299388,0.0003398974,0.0004054747,0.00000848079,0.03357013,7.198019e-7,0.6380528,0.0006806342,0.0004808828,0.09591534],"study_design_scores_gemma":[0.0008995943,0.001825482,0.9552661,0.0007184835,0.0002654372,0.0002077367,0.0126559,0.000002228968,0.007060223,0.001109376,0.01985796,0.0001314876],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602007,0.03481648,0.000002013745,0.003651925,0.0004960726,0.0001792994,0.00001303249,0.00000421336,0.0006362913],"genre_scores_gemma":[0.9980849,0.0008336146,0.0000141274,0.0001710732,0.0003327431,0.000001780473,0.00000256653,8.275714e-7,0.0005583699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7253273,"threshold_uncertainty_score":0.2157328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02115444267923072,"score_gpt":0.2813904126928632,"score_spread":0.2602359700136325,"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."}}