{"id":"W2884238887","doi":"10.3138/cmlr.4051","title":"Task-Based Teaching of Indigenous Languages: Investment and Methodological Principles in Macuiltianguis Zapotec and Salish Qlispe Revitalization","year":2018,"lang":"en","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Task (project management); Context (archaeology); Language education; Investment (military); Process (computing); Computer science; Indigenous language; Mathematics education; Sociology; Linguistics; Pedagogy; Psychology; Political science; Geography; Engineering; Programming language; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01102372,0.0004309891,0.0004272965,0.001936567,0.003118026,0.00285187,0.002664797,0.0007300238,0.001178507],"category_scores_gemma":[0.0130066,0.0003341712,0.0002279142,0.002095147,0.00624795,0.001813284,0.004330718,0.001163346,0.00007173039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01829883,"about_ca_system_score_gemma":0.01413259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.21008,"about_ca_topic_score_gemma":0.2900507,"domain_scores_codex":[0.9923778,0.005753819,0.0002692411,0.0005521062,0.0006116713,0.0004354065],"domain_scores_gemma":[0.9940066,0.003869851,0.0008018988,0.0003902973,0.0007444913,0.0001868321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005574361,0.000932414,0.04453903,0.003699556,0.0001156273,0.0006756849,0.4045652,0.003304266,0.003059421,0.2074973,0.001661642,0.3293925],"study_design_scores_gemma":[0.0004058391,0.001436031,0.2571853,0.004589715,0.0005200307,0.0006077705,0.4746671,0.005951865,0.008994129,0.1034726,0.1419809,0.0001887185],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8908578,0.01240575,0.0364861,0.005498552,0.00007970432,0.001968329,0.0001678344,0.00005051522,0.05248538],"genre_scores_gemma":[0.9730027,0.002133365,0.01875831,0.00033062,0.00001548574,0.002474848,0.00004906208,0.00001882233,0.003216625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.21008,"threshold_uncertainty_score":0.4177144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04341891895389399,"score_gpt":0.2768419523216124,"score_spread":0.2334230333677184,"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."}}