{"id":"W4416850940","doi":"10.3390/genealogy9040136","title":"Indigenous Consumer Racial Profiling in Canada: A Neglected Human Rights Issue","year":2025,"lang":"en","type":"article","venue":"Genealogy","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University; York University","funders":"","keywords":"Human rights; Framing (construction); Indigenous; Profiling (computer programming); Humiliation; Declaration; Commission; Racism","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002674282,0.0001185226,0.0002325488,0.000218477,0.005766662,0.00002464275,0.0002538468,0.0001774638,0.0002595638],"category_scores_gemma":[0.000005760089,0.0001112755,0.00002560084,0.0005655525,0.0001420801,0.00005616501,0.000002242012,0.0002095482,0.00004666093],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0016306,"about_ca_system_score_gemma":0.08283973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9993027,"about_ca_topic_score_gemma":0.9999954,"domain_scores_codex":[0.9980311,0.0003942288,0.0003458687,0.0002798194,0.000205543,0.0007433803],"domain_scores_gemma":[0.9993772,0.00009288426,0.00008606778,0.0001749965,0.00014779,0.0001210536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003798525,0.0002356656,0.02898684,0.00009857141,0.00006277437,0.0000684444,0.6644844,0.00001789143,0.0000996269,0.3020064,0.002273827,0.001627469],"study_design_scores_gemma":[0.0003187113,0.00001913325,0.01018288,0.0000184308,0.00001204386,0.00000116294,0.001266239,0.000004558777,0.0005667318,0.004404598,0.9830387,0.0001668775],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8820729,0.0006164223,0.00001121041,0.0003125998,0.00176868,0.0007391828,0.000007682195,0.00003632397,0.114435],"genre_scores_gemma":[0.9834409,0.0003321698,0.0001712067,0.0002566966,0.0006188266,0.00001599865,0.00004724143,0.000009776991,0.01510713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9807648,"threshold_uncertainty_score":0.9955277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01033575342735168,"score_gpt":0.3015533367663771,"score_spread":0.2912175833390255,"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."}}