{"id":"W4285148921","doi":"10.7202/1089789ar","title":"Recruitment of Indigenous Study Participants in Canada: Obligations or Constraints? An Ethical Reflection","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Bioethics","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Ministry of Economy, Trade and Industry","keywords":"Indigenous; Process (computing); Context (archaeology); Consciousness; Affect (linguistics); Engineering ethics; Research ethics; Public relations; Sociology; Psychology; Political science; Geography; Ecology; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.004892693,0.00007510786,0.0002111163,0.0003609644,0.004081652,0.00002748494,0.0002930561,0.0001347811,0.0003392383],"category_scores_gemma":[0.00009913705,0.00006753894,0.00002979579,0.0006794711,0.000487023,0.00009458361,0.000001209599,0.001245463,6.095542e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004616072,"about_ca_system_score_gemma":0.4683113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9992917,"about_ca_topic_score_gemma":0.9999992,"domain_scores_codex":[0.9965894,0.001575769,0.0006219088,0.0001176667,0.0006020691,0.0004931964],"domain_scores_gemma":[0.9981139,0.0002317483,0.0003768887,0.0001243931,0.0004161139,0.0007369621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003075213,0.0001823538,0.03709319,0.00001030294,0.00002879536,0.0001368784,0.9385692,0.0002344597,0.000001551074,0.02272938,0.00005565859,0.0009274872],"study_design_scores_gemma":[0.0006440789,0.001681481,0.03264156,0.0000482153,0.00005587832,0.0000497479,0.8575948,0.00001489598,0.00005708556,0.00199672,0.104987,0.0002285804],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940062,0.00007803688,0.000005411096,0.00255645,0.001324985,0.0006653975,0.00004360183,0.000002529056,0.001317389],"genre_scores_gemma":[0.999163,0.0001761066,0.0000740967,0.0002569851,0.0001399952,0.000006247606,0.000003824582,0.000007395861,0.0001723767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4636953,"threshold_uncertainty_score":0.9992051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2593282061005304,"score_gpt":0.4372062008714621,"score_spread":0.1778779947709317,"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."}}