{"id":"W789155627","doi":"","title":"Indigenizing Academia: Student Reflections on Aboriginal Health Research in Canada","year":2014,"lang":"en","type":"article","venue":"Canadian journal of native studies","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mentorship; Political science; Library science; Mandate; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01082403,0.00009703537,0.0003335455,0.001283256,0.002564222,0.0000128277,0.0003308083,0.0000831694,0.00004380773],"category_scores_gemma":[0.002951927,0.00007697426,0.00002364571,0.001449949,0.0001885374,0.0001399244,0.00001904453,0.003941943,0.00002106163],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01686546,"about_ca_system_score_gemma":0.1376935,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9631435,"about_ca_topic_score_gemma":0.999406,"domain_scores_codex":[0.994474,0.002444277,0.0007282613,0.0001740154,0.0008944324,0.001285019],"domain_scores_gemma":[0.9941993,0.002504265,0.0003093346,0.0001110922,0.001557711,0.001318335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004161632,0.00003220938,0.5104727,0.0002240802,0.00007193459,0.00004805976,0.1423098,0.0001530902,0.000004932745,0.008234133,0.3300983,0.008309052],"study_design_scores_gemma":[0.0003782888,0.0005028988,0.4234965,0.0007535729,0.000001578618,0.000003348636,0.2334414,0.000007414604,0.000003891829,0.00111036,0.340224,0.00007669151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8891895,0.002928646,0.00001488939,0.09080002,0.003274302,0.000606606,0.00001680448,0.000003120684,0.01316609],"genre_scores_gemma":[0.994315,0.0009514451,0.00009031278,0.003516059,0.0007821599,0.00003514161,7.401817e-7,0.000007942432,0.0003012367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.120828,"threshold_uncertainty_score":0.9987343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6228289862590081,"score_gpt":0.688395690584171,"score_spread":0.06556670432516298,"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."}}