{"id":"W3042846299","doi":"10.17613/0er0j-zja32","title":"Indigenous languages of Nepal: A critical analysis of the linguistic situation and contemporary issues","year":2007,"lang":"en","type":"article","venue":"Humanities Commons CORE (Modern Language Association / Columbia University)","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Indigenous; Linguistics; Linguistic analysis; Political science; Geography; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004129289,0.0001335399,0.0004042903,0.0004452234,0.0005838874,0.0001416913,0.0003104266,0.00009870631,0.0002831445],"category_scores_gemma":[0.003170223,0.0001578601,0.0002084232,0.0002673621,0.0004066458,0.0001732736,0.0001852867,0.0001733435,0.000001773055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001965898,"about_ca_system_score_gemma":0.00006826805,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03412658,"about_ca_topic_score_gemma":0.2644606,"domain_scores_codex":[0.9987291,0.0001266033,0.0003173136,0.0001986145,0.0003996986,0.0002286935],"domain_scores_gemma":[0.9970348,0.0005960959,0.000445346,0.0002784274,0.001596223,0.000049043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005919323,0.0002929401,0.4240492,0.0001652697,0.001292832,0.00008111552,0.5391361,0.000005505521,0.00006967693,0.03238127,0.002063761,0.0004032513],"study_design_scores_gemma":[0.001655505,0.0002533283,0.3368713,0.0001855627,0.005236772,8.874889e-7,0.634302,0.000583209,0.0002478987,0.002038909,0.01777756,0.0008470498],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718179,0.0006384095,0.00009217103,0.00001489301,0.0008177146,0.0002056553,0.0006212641,0.00006679109,0.0257252],"genre_scores_gemma":[0.9875858,0.00001661987,0.00003658101,0.00007560518,0.0005717886,3.714594e-7,0.0001026339,0.00001273338,0.01159787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.230334,"threshold_uncertainty_score":0.9723052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03341087583622292,"score_gpt":0.252761824920488,"score_spread":0.2193509490842651,"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."}}