{"id":"W4401989104","doi":"10.1371/journal.pgph.0003634","title":"Epistemicide, health systems, and planetary health: Re-centering Indigenous knowledge systems","year":2024,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Indigenous; Traditional knowledge; Astrobiology; Healthcare system; Geography; Political science; Health care; Physics; Biology; Ecology","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00755953,0.0003915757,0.0009432641,0.0003310039,0.00991402,0.0009863864,0.0004884631,0.0002735603,0.00002694372],"category_scores_gemma":[0.00002565072,0.0003543704,0.00007661961,0.001143581,0.0002529043,0.0005758445,0.00001310212,0.0004984422,0.0002008117],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007268649,"about_ca_system_score_gemma":0.118389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6688247,"about_ca_topic_score_gemma":0.6472593,"domain_scores_codex":[0.9910332,0.002816922,0.001563365,0.0009138909,0.0008845366,0.002788096],"domain_scores_gemma":[0.9959279,0.0002775592,0.0005101145,0.000458694,0.000225388,0.002600348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001331877,0.0006315347,0.003272573,0.01631941,0.0001665307,0.00002115247,0.608928,0.00001394652,9.038509e-8,0.337683,0.02372254,0.009227988],"study_design_scores_gemma":[0.0001961355,0.0003861708,0.0008228527,0.001380734,0.000006346797,0.00007851848,0.01742463,0.0003936019,3.987568e-8,0.0001417978,0.9788655,0.000303656],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1508648,0.6495582,0.0005494935,0.07101414,0.0218488,0.01235943,0.001525691,0.002505047,0.08977441],"genre_scores_gemma":[0.8916852,0.09907024,0.0001430534,0.00170932,0.003629356,0.00005743079,0.0004519576,0.00007546024,0.003177962],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.955143,"threshold_uncertainty_score":0.9998908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06638853132801868,"score_gpt":0.3509841979936025,"score_spread":0.2845956666655838,"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."}}