{"id":"W2887166530","doi":"10.1057/s41599-018-0157-x","title":"Elements of indigenous socio-ecological knowledge show resilience despite ecosystem changes in the forest-grassland mosaics of the Nilgiri Hills, India","year":2018,"lang":"en","type":"article","venue":"Palgrave Communications","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Guelph","funders":"James S. McDonnell Foundation","keywords":"Geography; Ecology; Grassland; Endangered species; Biodiversity; Indigenous; Traditional knowledge; Stewardship (theology); Ecosystem; Agroforestry; Habitat; 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":[0.0003902224,0.0001170206,0.0001460411,0.001288736,0.001356038,0.001429594,0.0003344236,0.0002044636,0.001335686],"category_scores_gemma":[0.001720315,0.0001304518,0.0001538978,0.001161514,0.00230156,0.0006572222,0.001729381,0.000349561,0.0001081291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009519927,"about_ca_system_score_gemma":0.0006511394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03151564,"about_ca_topic_score_gemma":0.05334129,"domain_scores_codex":[0.9996521,0.00008491051,0.00001910976,0.00005345896,0.00006466732,0.0001256839],"domain_scores_gemma":[0.9988776,0.0003651234,0.0003513804,0.00008508643,0.000150448,0.000170358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006852976,0.0000761652,0.6829047,0.00007265829,0.00003585506,0.0006100365,0.3002709,0.00008099706,0.00178094,0.0004288745,0.0001653004,0.0135049],"study_design_scores_gemma":[0.0000011451,0.0000434869,0.7609601,0.00001999851,0.00001113301,0.0001737021,0.2377625,0.0000594035,0.0001205379,0.000115234,0.000724557,0.000008239147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992612,0.00001826046,0.00001083465,0.00002514089,6.618526e-7,0.000001465072,0.00001211023,4.611197e-7,0.0006696771],"genre_scores_gemma":[0.9998616,0.00001927729,0.00001268804,0.000005782602,4.959685e-7,0.000001051549,0.000009922076,2.063848e-7,0.00008886203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03151564,"threshold_uncertainty_score":0.06266439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0272641554547973,"score_gpt":0.2555303305425479,"score_spread":0.2282661750877506,"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."}}