{"id":"W2537568510","doi":"10.1075/slcs.142.01sim","title":"The world’s languages in crisis","year":2013,"lang":"en","type":"book-chapter","venue":"Studies in language companion series","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006133139,0.0002514368,0.0004154027,0.0002694568,0.0004468572,0.0001048949,0.000395471,0.0001299571,0.001257495],"category_scores_gemma":[0.0004526869,0.0001898221,0.00008453697,0.0001624823,0.0008595096,0.0001721498,0.0001556713,0.0004068215,0.0002686082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002699762,"about_ca_system_score_gemma":0.0001509801,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005717386,"about_ca_topic_score_gemma":0.2203341,"domain_scores_codex":[0.9984629,0.0001561385,0.0004124228,0.0002703287,0.0003189758,0.0003792605],"domain_scores_gemma":[0.9987381,0.0005678535,0.0001759178,0.0003277564,0.0001267655,0.00006367284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001178343,0.00001491886,0.0001109028,0.00004454708,0.00004856091,0.00002109145,0.3243838,0.000001421614,0.000001393618,0.6039649,0.05791679,0.01347988],"study_design_scores_gemma":[0.00008482896,0.000006526369,0.0001567403,0.0001323698,0.000006258595,6.428147e-7,0.2674879,3.414127e-7,0.000005014144,0.003987185,0.7279564,0.0001758185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002173189,0.03478942,1.492995e-7,0.005665303,0.001360735,0.0004304968,0.00001381002,0.00007893179,0.955488],"genre_scores_gemma":[0.04350786,0.0120473,0.00008124956,0.0006043675,0.0009396535,0.00006741786,0.00001136404,0.00003180825,0.942709],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6700395,"threshold_uncertainty_score":0.9996555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1022368401446144,"score_gpt":0.484243675078306,"score_spread":0.3820068349336916,"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."}}