{"id":"W4417215183","doi":"10.13169/intecritdivestud.7.2.0002","title":"Non-Colonial Creative Interventions: Collective Belonging through Shared Labour, Collaboration and Active Participation","year":2025,"lang":"en","type":"article","venue":"International Journal of Critical Diversity Studies","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada; Concordia University","keywords":"Indigenous; Storytelling; Ethnography; Politics; Traditional knowledge; Value (mathematics); Argument (complex analysis); Agency (philosophy)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005088557,0.00008327235,0.0002084007,0.0002053853,0.003802385,0.000105277,0.0001893319,0.00006532358,0.00005128065],"category_scores_gemma":[0.0006225231,0.00007599923,0.00008449538,0.0002816608,0.0005452215,0.0009675814,0.00002730347,0.0001435984,0.00000281927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009160448,"about_ca_system_score_gemma":0.002337767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004925903,"about_ca_topic_score_gemma":0.06345501,"domain_scores_codex":[0.9987351,0.0002088186,0.0003137838,0.0001281945,0.0004396407,0.0001744707],"domain_scores_gemma":[0.9948232,0.0006162379,0.0001838391,0.00003501142,0.004279349,0.00006239524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002713054,0.0003384034,0.004848684,0.00005888274,0.0005747054,0.0000161362,0.6819786,0.000007495565,0.000002533201,0.3107747,0.0008398716,0.0002887394],"study_design_scores_gemma":[0.002870737,0.0007108004,0.2577944,0.001677012,0.0007111041,0.000007850426,0.4651247,0.0000427828,0.0007608818,0.2243324,0.04557002,0.0003972295],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9497078,0.001076211,0.002229294,0.02143303,0.00361094,0.0003861131,0.00007227627,0.00001765152,0.02146667],"genre_scores_gemma":[0.993672,0.002830314,0.0005933002,0.0001623652,0.0003155943,0.000002473387,0.000003016464,0.000002488688,0.002418444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2529458,"threshold_uncertainty_score":0.9974945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05103948247832067,"score_gpt":0.4447806233038333,"score_spread":0.3937411408255126,"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."}}