{"id":"W4317639491","doi":"10.1017/9789048504138.005","title":"Language maintenance and shift","year":2006,"lang":"en","type":"other","venue":"","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Linguistics; Philosophy","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":[0.002283899,0.0004632924,0.0004188462,0.002338435,0.007322497,0.005766227,0.001711575,0.001734333,0.01983901],"category_scores_gemma":[0.007380406,0.0002607293,0.0004603794,0.001340169,0.01341462,0.007391695,0.01286221,0.003273065,0.003966262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005784051,"about_ca_system_score_gemma":0.003990866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01578797,"about_ca_topic_score_gemma":0.01000427,"domain_scores_codex":[0.9958806,0.0008498608,0.0001471586,0.001096632,0.0007776025,0.001248135],"domain_scores_gemma":[0.9968925,0.0004686292,0.0004404935,0.0006076981,0.0008271029,0.0007635548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002996017,0.0001175044,0.01287059,0.0001691506,0.0000288112,0.001986988,0.3782483,0.0002299634,0.004645537,0.3323045,0.02040847,0.2486905],"study_design_scores_gemma":[0.00005579613,0.0002199069,0.03199939,0.0002992403,0.00003051483,0.00252351,0.209941,0.0003511021,0.002668741,0.1008546,0.6509651,0.00009107005],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4664881,0.003705932,0.008184867,0.02864157,0.0009253603,0.00008226145,0.0001929969,0.0004111048,0.4913678],"genre_scores_gemma":[0.9394607,0.0005805037,0.000945639,0.002907808,0.0001847919,0.0000390701,0.0001078548,0.0001822034,0.05559136],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01983901,"threshold_uncertainty_score":0.0663681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009375510403865934,"score_gpt":0.1977132525094203,"score_spread":0.1883377421055543,"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."}}