{"id":"W7038376774","doi":"","title":"Identity as visibility: perspectives and experiences of Indigenous Peoples in Manitoba with racial, ethnic, and indigenous identifier data collection within healthcare.","year":2023,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Mediterranean and Iberian flora and fauna","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Context (archaeology); Identity (music); Traditional knowledge; Empowerment; Data collection; Cultural safety; Identification (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007953939,0.0006132886,0.0008899304,0.001460276,0.0416388,0.008234065,0.002728013,0.002417226,0.002499936],"category_scores_gemma":[0.009179562,0.0008423754,0.0006684303,0.002305964,0.01831661,0.003896601,0.01556432,0.00602196,0.0002727984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01728514,"about_ca_system_score_gemma":0.03760049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5361925,"about_ca_topic_score_gemma":0.6841254,"domain_scores_codex":[0.9925137,0.00392811,0.0001652667,0.0003272521,0.0008634986,0.002202106],"domain_scores_gemma":[0.993804,0.002308545,0.0005292619,0.0002278261,0.0008468077,0.002283581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003371701,0.000007398042,0.001060783,0.00001639194,0.00000131067,0.0003125408,0.9971903,0.000003617724,0.0001083431,0.0003362561,0.0001210123,0.0008386147],"study_design_scores_gemma":[3.694885e-7,0.000006848696,0.0008344665,0.00002577665,0.000001795045,0.00007240308,0.9968137,0.000008662642,0.00002455053,0.00007085319,0.002136362,0.000004125719],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855279,0.001076343,0.0004273897,0.006941666,0.0000986723,0.00005891116,0.00003895517,0.00001161828,0.005818561],"genre_scores_gemma":[0.9920833,0.001102153,0.0005658224,0.001497923,0.00002110873,0.00006766574,0.00002797021,0.00002078875,0.004613244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4638075,"threshold_uncertainty_score":0.9330778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04300092382492188,"score_gpt":0.2615916106391432,"score_spread":0.2185906868142213,"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."}}