{"id":"W4413044265","doi":"10.5206/cjils-rcsib.v48i2.19585","title":"The First Nations, Métis, Inuit Indigenous Ontology and Challenges in the Development of an Indigenous Community Vocabulary in the Canadian Context","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Information and Library Science","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of the Fraser Valley; Dalhousie University","funders":"","keywords":"Indigenous; Terminology; Context (archaeology); Ontology; Controlled vocabulary; Vocabulary; Traditional knowledge; Work (physics); Library science; Political science; Computer science; World Wide Web; Geography; Linguistics; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01886305,0.0003715845,0.0004339408,0.003395865,0.02749273,0.01924151,0.002579369,0.002033728,0.002686819],"category_scores_gemma":[0.01462138,0.0004195167,0.0004333887,0.003952728,0.0301708,0.008430586,0.01073837,0.00471729,0.0003132325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1174962,"about_ca_system_score_gemma":0.3158667,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9746113,"about_ca_topic_score_gemma":0.9819673,"domain_scores_codex":[0.9895321,0.003129274,0.0005168655,0.000830896,0.00421904,0.001771781],"domain_scores_gemma":[0.9882726,0.003094109,0.0003414696,0.0008080608,0.005709031,0.001774837],"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":[0.00003232252,0.0000365588,0.003024534,0.0003216538,0.00001283716,0.0005415406,0.319781,0.0004799875,0.00162609,0.5906618,0.01803685,0.06544484],"study_design_scores_gemma":[0.000007878361,0.00001928347,0.005185403,0.0009125087,0.00003260194,0.0002768986,0.3289827,0.0009435885,0.001256429,0.03730077,0.6249705,0.0001113627],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2929245,0.01480293,0.04073963,0.1819118,0.001692152,0.0007525962,0.000867977,0.000309512,0.4659989],"genre_scores_gemma":[0.8758921,0.007314646,0.054588,0.007253066,0.0001298354,0.000295538,0.000478783,0.0003073644,0.05374077],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1174962,"threshold_uncertainty_score":0.8524988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03792521722785067,"score_gpt":0.3051578260421236,"score_spread":0.2672326088142729,"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."}}