{"id":"W4388666181","doi":"10.54056/pscj2651","title":"The Emerging Indigenous Language Economy: Labour Market Demand for Indigenous Language Skills in the Upper Great Lakes","year":2019,"lang":"en","type":"article","venue":"Journal of Aboriginal Economic Development","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Indigenous language; Human capital; Sociology; Political science; Economic growth; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005690554,0.0000920361,0.0001661496,0.0005785004,0.004284693,0.002629396,0.0007345158,0.0005007622,0.00419277],"category_scores_gemma":[0.001337568,0.0001542048,0.0001162461,0.001251228,0.00269693,0.001188568,0.002402654,0.0009017633,0.0002029156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01259423,"about_ca_system_score_gemma":0.0159291,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.897904,"about_ca_topic_score_gemma":0.9739066,"domain_scores_codex":[0.9993076,0.00009981673,0.00001241712,0.0000511518,0.0001163227,0.0004127558],"domain_scores_gemma":[0.9991473,0.0001829012,0.0001310594,0.00002011855,0.000148988,0.0003696021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001050689,0.0001330089,0.3509345,0.0001612635,0.00002331817,0.002825207,0.5961819,0.0003055846,0.00173751,0.01505867,0.004878716,0.0276553],"study_design_scores_gemma":[0.000004087648,0.00001967085,0.3423901,0.00008196376,0.000007668882,0.0001284527,0.6459119,0.0003829077,0.00006957016,0.0008327384,0.01015035,0.00002051579],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920244,0.0001593803,0.00002847189,0.002261,0.000004406682,0.000007155002,0.00006605571,0.000001428048,0.005447815],"genre_scores_gemma":[0.997109,0.0003017594,0.00005856107,0.0001680225,0.000005061915,0.000007429572,0.00002934708,0.000001770195,0.002318889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.102096,"threshold_uncertainty_score":0.2053945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003290880362317877,"score_gpt":0.2447579924549984,"score_spread":0.2414671120926806,"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."}}