{"id":"W3014373990","doi":"10.13110/humanbiology.91.3.06","title":"Methodology Matters: Designing a Pilot Study Guided by Indigenous Epistemologies","year":2019,"lang":"en","type":"article","venue":"Human Biology","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ontario College of Art and Design; Toronto Metropolitan University","funders":"","keywords":"Indigenous; Bridge (graph theory); Qualitative research; Indigenous culture; Sociology; Engineering ethics; Medicine; Engineering; Ecology; Social science; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002948231,0.0001638306,0.0003874151,0.0001557959,0.003867131,0.00003701702,0.000486305,0.000174987,0.000607837],"category_scores_gemma":[0.00001784375,0.0001326604,0.00003847673,0.0001609826,0.0004081245,0.00008318017,0.000006326695,0.0001896059,0.0004329137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002045691,"about_ca_system_score_gemma":0.001906204,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1813979,"about_ca_topic_score_gemma":0.2860114,"domain_scores_codex":[0.9949598,0.003325091,0.0003920569,0.0004377376,0.0001161647,0.0007691915],"domain_scores_gemma":[0.9986315,0.0006293703,0.00022077,0.0003103995,0.0001096338,0.00009836538],"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":[0.00004552704,0.0008928392,0.08373761,0.00003587585,0.0000945651,0.00000624329,0.8192416,0.000001093815,0.004187269,0.0892375,0.002329713,0.0001901446],"study_design_scores_gemma":[0.001972615,0.01297395,0.02025219,0.00002843131,0.00008024239,0.00002535615,0.1087431,5.314812e-7,0.001278756,0.0372678,0.816323,0.001054049],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711812,0.0002560199,0.000230654,0.0003409885,0.001099735,0.001486103,0.000004820402,0.0001480117,0.02525251],"genre_scores_gemma":[0.9845319,0.0002287167,0.001333223,0.0005230944,0.0003214304,0.00001950693,0.00003347316,0.00001897978,0.01298965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8139933,"threshold_uncertainty_score":0.9974297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1749329724326319,"score_gpt":0.4183605109241951,"score_spread":0.2434275384915632,"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."}}