{"id":"W3164594747","doi":"10.23889/ijpds.v6i1.1386","title":"Indigenizing our Research","year":2021,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of New Brunswick; Women's College Hospital; University of Northern British Columbia; University of British Columbia; AIDS Vancouver","funders":"","keywords":"Indigenous; Participatory action research; Citizen journalism; Community-based participatory research; Public relations; Sociology; Population; Political science; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02157842,0.001000241,0.001510657,0.003191785,0.01646386,0.02675405,0.003554947,0.006236614,0.0376034],"category_scores_gemma":[0.05285272,0.0005992628,0.001037158,0.004095574,0.03103468,0.01770961,0.01911222,0.01684362,0.01772002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01081727,"about_ca_system_score_gemma":0.01836688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005261486,"about_ca_topic_score_gemma":0.00564592,"domain_scores_codex":[0.9650779,0.02284738,0.001046638,0.003714456,0.004863666,0.002449813],"domain_scores_gemma":[0.9716564,0.008843143,0.001704606,0.006613014,0.0064368,0.004746029],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007801229,0.00008840895,0.001589763,0.0005673678,0.00002943287,0.0006711782,0.1608302,0.0001262115,0.0006946168,0.6235196,0.153959,0.05784624],"study_design_scores_gemma":[0.000004806682,0.00001589624,0.0002623376,0.0009297683,0.000006872763,0.0003131394,0.04153089,0.00007799334,0.00015835,0.03763182,0.9190537,0.00001441028],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02449341,0.03390579,0.0279856,0.3505805,0.03199743,0.000711554,0.0006977501,0.0006415977,0.5289864],"genre_scores_gemma":[0.3822692,0.03961038,0.03321897,0.2233301,0.009384694,0.002434708,0.001192647,0.002023023,0.3065362],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9784216,"threshold_uncertainty_score":0.125796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2493027479636591,"score_gpt":0.5481076999183465,"score_spread":0.2988049519546874,"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."}}