{"id":"W1999411014","doi":"10.1080/09500782.2011.577216","title":"Applied field linguistics: delivering linguistic training to speakers of endangered languages","year":2011,"lang":"en","type":"article","venue":"Language and Education","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Linguistics; Coursework; Indigenous; Applied linguistics; Literacy; Certificate; Field (mathematics); Computer science; Sociology; Pedagogy","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":[0.003182742,0.0004245518,0.0001772278,0.001102831,0.006091317,0.001988523,0.002050705,0.001483204,0.0146418],"category_scores_gemma":[0.003065797,0.0003549248,0.0001541864,0.0006569536,0.002591154,0.001474606,0.003281147,0.00170406,0.0033257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00633515,"about_ca_system_score_gemma":0.04506681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1127476,"about_ca_topic_score_gemma":0.3988119,"domain_scores_codex":[0.9988632,0.000408488,0.00002616442,0.0001014421,0.0001882373,0.0004124515],"domain_scores_gemma":[0.9965089,0.0006414626,0.0001747265,0.0001273491,0.0006892428,0.00185835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000117425,0.001722551,0.009189028,0.0008115451,0.000005861439,0.001212585,0.09295125,0.0004711755,0.01040197,0.01323204,0.139156,0.7307286],"study_design_scores_gemma":[0.00009941459,0.0006221464,0.05347476,0.0009109178,0.00001069711,0.001163844,0.1101585,0.0007333477,0.004440119,0.01425545,0.814053,0.00007777857],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3773664,0.00802594,0.06032423,0.07367908,0.002963843,0.003690818,0.000456188,0.002663849,0.4708296],"genre_scores_gemma":[0.6577623,0.00795604,0.09809932,0.01317327,0.0005966068,0.001473835,0.0005837537,0.0002469229,0.2201079],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1127476,"threshold_uncertainty_score":0.2241827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06822995629703933,"score_gpt":0.4142883209338022,"score_spread":0.3460583646367629,"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."}}