{"id":"W4417170819","doi":"10.64628/aam.e9q5mxcwt","title":"How Canada’s emergency communications still exclude Indigenous languages","year":2025,"lang":"","type":"article","venue":"","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Indigenous; Focus (optics); Government (linguistics); Work (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004862129,0.0003592721,0.0003885968,0.001435955,0.02639957,0.01526727,0.00219603,0.005518682,0.01844685],"category_scores_gemma":[0.01922235,0.0004280576,0.000630205,0.002119547,0.009494467,0.004655709,0.004490105,0.009705341,0.001459055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08291786,"about_ca_system_score_gemma":0.3017012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.993744,"about_ca_topic_score_gemma":0.9965643,"domain_scores_codex":[0.9882307,0.001121044,0.0002042717,0.0006506855,0.003416545,0.006376776],"domain_scores_gemma":[0.9808693,0.003587465,0.0005352052,0.0004600923,0.008641223,0.005906671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001301575,0.00009486405,0.0154143,0.0002618911,0.00007984812,0.0007562294,0.03744532,0.0008830799,0.001162255,0.4761702,0.4131885,0.05441339],"study_design_scores_gemma":[0.00005023981,0.00002979439,0.02270205,0.0005338,0.00007787188,0.0001977925,0.05685421,0.0004178177,0.0006866984,0.02146341,0.8968267,0.0001595599],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08721819,0.002551546,0.001441933,0.4315417,0.001852683,0.00007673098,0.0007902479,0.0001332138,0.4743938],"genre_scores_gemma":[0.6957135,0.002159852,0.001321704,0.1450461,0.0003854571,0.00006206515,0.0002807088,0.0001860793,0.1548445],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08291786,"threshold_uncertainty_score":0.601614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06362165523527621,"score_gpt":0.457059679415562,"score_spread":0.3934380241802858,"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."}}