{"id":"W4413839878","doi":"10.33137/tijih.v1i4.36060","title":"Niigaaniiwin","year":2025,"lang":"en","type":"article","venue":"Turtle Island Journal of Indigenous Health","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"Canadian Institutes of Health Research","keywords":"Materials science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003158095,0.0001293312,0.0003932779,0.00039979,0.006636507,0.00007331754,0.0003925352,0.0001439287,0.0001533153],"category_scores_gemma":[0.00001505047,0.00009930128,0.0001209007,0.000493868,0.0001403209,0.0001898863,0.000001282099,0.0004034069,0.00003544004],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007458431,"about_ca_system_score_gemma":0.0786551,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09378705,"about_ca_topic_score_gemma":0.7328714,"domain_scores_codex":[0.9974073,0.0004938267,0.0007674125,0.0001409044,0.0004553458,0.0007352065],"domain_scores_gemma":[0.9982772,0.0001744171,0.0006052942,0.0001746798,0.0004440802,0.0003242778],"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":[0.00005680761,0.0003354296,0.003418544,0.0001349064,0.00006553625,0.00001754769,0.9162182,0.00001119733,0.000001498227,0.06772619,0.005235619,0.006778563],"study_design_scores_gemma":[0.000419734,0.0002533385,0.002232954,0.0001466217,0.00001482023,0.00002703897,0.00945225,6.988145e-7,0.0000337536,0.004519837,0.9827915,0.0001074906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6738292,0.008685278,0.001171427,0.005263238,0.004936275,0.0008745147,0.00001560383,0.00005054001,0.3051739],"genre_scores_gemma":[0.8919892,0.06137415,0.001155807,0.001691725,0.002933921,0.000001331477,0.000008420913,0.00002804364,0.04081737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9775559,"threshold_uncertainty_score":0.9946567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115957869142205,"score_gpt":0.331089634552041,"score_spread":0.319930055860619,"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."}}