{"id":"W6992756409","doi":"","title":"The MMIWG2 Database: Addressing Canada's Missing and Murdered Indigenous Women, Girls, & Two-Spirit People Crisis","year":2025,"lang":"en","type":"article","venue":"Scholar Works  (Boise State University)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Oppression; Government (linguistics); Economic Justice; Scope (computer science); Criminal justice","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001271787,0.000178231,0.000205952,0.0002705338,0.02832855,0.0005881159,0.0005135137,0.0001019699,0.0000454812],"category_scores_gemma":[0.00003872938,0.0001605202,0.00003713605,0.001301635,0.0002484748,0.0007259994,0.0000195653,0.0005904932,0.000004227551],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001494674,"about_ca_system_score_gemma":0.0270282,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.906205,"about_ca_topic_score_gemma":0.9979522,"domain_scores_codex":[0.9974654,0.0006448996,0.0002125514,0.0003905779,0.0003768946,0.0009097172],"domain_scores_gemma":[0.9985691,0.0002921065,0.0001472274,0.0003527808,0.0002727326,0.000366083],"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":[0.0002527203,0.0001972635,0.00711487,0.0001926361,0.000249367,0.0001859084,0.9064743,0.00009701721,0.000015892,0.04215267,0.005931025,0.03713636],"study_design_scores_gemma":[0.000399992,0.00001069247,0.001338974,0.0001255178,0.00003228237,0.000001014259,0.0968688,0.00001223741,0.00001934979,0.0005931033,0.9003941,0.0002039481],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573251,0.002592388,0.0002520743,0.003219389,0.00105746,0.0006511743,0.00006288135,0.0001194515,0.0347201],"genre_scores_gemma":[0.892554,0.03369464,0.001070658,0.0005474092,0.0003054088,0.00000201232,0.00007196952,0.00004139324,0.0717125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8944631,"threshold_uncertainty_score":0.9784877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010704855556212,"score_gpt":0.2574096090470199,"score_spread":0.2473025604914578,"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."}}