{"id":"W2186880672","doi":"10.14507/epaa.v23.2052","title":"The World Indigenous Research Alliance (WIRA): Mediating and mobilizing Indigenous Peoples’ educational knowledge and aspirations","year":2015,"lang":"en","type":"article","venue":"Education Policy Analysis Archives","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Victoria","funders":"","keywords":"Indigenous; Alliance; Mainstream; Mandate; Political science; Sociology; Economic growth; Public relations; Law","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003182573,0.0001779784,0.0002476153,0.001282798,0.01745649,0.0004784653,0.0004205254,0.00008013313,0.00002182628],"category_scores_gemma":[0.0004604512,0.0001438825,0.00007964632,0.003352605,0.001211417,0.0003421089,0.00001520276,0.0003649476,0.00003111043],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003762843,"about_ca_system_score_gemma":0.07000883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.113163,"about_ca_topic_score_gemma":0.8799555,"domain_scores_codex":[0.996131,0.001543116,0.0004936148,0.0004649569,0.0005595078,0.0008078209],"domain_scores_gemma":[0.9946965,0.003507901,0.0002562643,0.0003925252,0.0005090203,0.0006378047],"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":[0.000004814555,0.0002271193,0.02276944,0.00002002235,0.00009539593,6.598816e-8,0.7522536,0.00001367204,0.000002627336,0.2191277,0.0002335988,0.005251914],"study_design_scores_gemma":[0.0001892415,0.00007296637,0.1483096,0.00005174389,0.0001979801,0.000003892061,0.1838025,0.00009610761,0.00003261734,0.05518645,0.6116553,0.0004016462],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8488869,0.01177823,0.00005206442,0.0105384,0.0005244605,0.00105947,0.00001511796,0.00004810298,0.1270973],"genre_scores_gemma":[0.9266027,0.01665477,0.001117497,0.0001253579,0.003331746,0.0001251696,0.00009402368,0.00002356415,0.05192516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7667924,"threshold_uncertainty_score":0.9838226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06716382894332563,"score_gpt":0.4301830902379958,"score_spread":0.3630192612946702,"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."}}