{"id":"W2899303248","doi":"10.18584/iipj.2018.9.4.3","title":"Indigenous Language Knowledge and Educational Attainment Among First Nations People: Trends Over Time","year":2018,"lang":"en","type":"article","venue":"International Indigenous Policy Journal","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Statistics Canada","funders":"Indigenous and Northern Affairs Canada","keywords":"Indigenous; Indigenous language; Educational attainment; Census; First language; Sociology; Psychology; Demography; Geography; Economic growth; Linguistics; Population; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006549575,0.0001879636,0.0001667454,0.001071832,0.003052608,0.0004491924,0.0005430336,0.0001386951,0.006664832],"category_scores_gemma":[0.0009020774,0.0001914056,0.0001030234,0.0007066993,0.0004199206,0.000406975,0.00007544088,0.0002901989,0.0004393206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001038219,"about_ca_system_score_gemma":0.002735755,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01452555,"about_ca_topic_score_gemma":0.05724261,"domain_scores_codex":[0.9980617,0.0001556939,0.0004118541,0.0002388313,0.000593308,0.0005386515],"domain_scores_gemma":[0.9981884,0.0004255084,0.00028993,0.0001469507,0.0004950336,0.000454229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0000194254,0.000514362,0.07434736,0.000008093782,0.0001584485,0.000004514446,0.872786,0.000005653078,0.00004988786,0.01742615,0.009397393,0.02528266],"study_design_scores_gemma":[0.0007056906,0.0001143958,0.5324343,0.00007101412,0.00003057266,0.0001691717,0.005310789,0.00007520417,0.00006699463,0.001539954,0.45906,0.0004219048],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7974943,0.0002881759,0.00001149382,0.006059052,0.001118911,0.0001648729,0.00006573604,0.00004353005,0.1947539],"genre_scores_gemma":[0.9228455,0.000434426,0.0001536044,0.0005375068,0.01149607,0.00002210924,0.00004378187,0.00002519629,0.06444185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8674753,"threshold_uncertainty_score":0.9982453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01985903940888291,"score_gpt":0.4409407830417705,"score_spread":0.4210817436328876,"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."}}