{"id":"W4388571069","doi":"10.33137/tijih.v1i3.38502","title":"Study Yourself","year":2023,"lang":"en","type":"article","venue":"Turtle Island Journal of Indigenous Health","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Indigenous; Qualitative research; Sociology; Medical education; Engineering ethics; Psychology; Medicine; Anthropology; Engineering; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.01349046,0.0007311867,0.0008909773,0.0007319134,0.006896134,0.007008277,0.001917506,0.003526259,0.1153389],"category_scores_gemma":[0.04076434,0.0004373409,0.0008023619,0.0004624107,0.003997866,0.006631726,0.008071794,0.006500699,0.09785014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001526464,"about_ca_system_score_gemma":0.007732713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002580497,"about_ca_topic_score_gemma":0.006396064,"domain_scores_codex":[0.991414,0.00508915,0.0002552289,0.0009355064,0.001604246,0.0007019059],"domain_scores_gemma":[0.9700014,0.004602216,0.001455272,0.003213275,0.009243445,0.01148441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008297681,0.0002642213,0.001809372,0.0003437965,0.0000183543,0.0004265577,0.03843271,0.00002843466,0.000510993,0.00685641,0.8893289,0.06189723],"study_design_scores_gemma":[0.00005808459,0.0001023888,0.0005797112,0.0007071422,0.00001162593,0.0004584939,0.05167151,0.00004248854,0.0002228598,0.004033154,0.9420817,0.00003094791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03874388,0.009005561,0.01241264,0.5959101,0.06081162,0.00381858,0.002694333,0.001353016,0.2752503],"genre_scores_gemma":[0.09675223,0.005914941,0.008735937,0.2466455,0.01311178,0.01031506,0.00129249,0.0008535575,0.6163785],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1153389,"threshold_uncertainty_score":0.3858469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03222536600386051,"score_gpt":0.3642216529281325,"score_spread":0.331996286924272,"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."}}