{"id":"W2175323791","doi":"","title":"The English Transliteration of Place Names in Oman","year":2011,"lang":"en","type":"article","venue":"Journal of academic and applied studies","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transliteration; Toponymy; Linguistics; Character (mathematics); Spelling; Tourism; Proper noun; Narrative; Identity (music); Computer science; Phonology; Natural language processing; History; Artificial intelligence; Art","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":[0.001138413,0.0002092848,0.0001252644,0.0005176027,0.001549776,0.0009943879,0.0002227566,0.000257013,0.002462883],"category_scores_gemma":[0.002368987,0.0001052843,0.00006411403,0.000973611,0.0008748106,0.0009250234,0.0007399205,0.0003395181,0.0005866346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001546341,"about_ca_system_score_gemma":0.001588275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00780192,"about_ca_topic_score_gemma":0.01561077,"domain_scores_codex":[0.999077,0.0006022153,0.00006631103,0.00006568559,0.0001115978,0.00007713393],"domain_scores_gemma":[0.9992272,0.0003305773,0.0001164314,0.00009296408,0.0002122906,0.00002064772],"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":[0.0005066437,0.0001884787,0.03895366,0.00106241,0.00001578466,0.005779824,0.3203785,0.001215526,0.05133498,0.06077011,0.009636059,0.510158],"study_design_scores_gemma":[0.000051257,0.0005404129,0.1734609,0.0006666179,0.00004812584,0.005833279,0.2986857,0.005012728,0.04539384,0.008063897,0.4621086,0.000134552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9528524,0.0006816447,0.005627657,0.00117874,0.0001819812,0.000077323,0.0001763734,0.00006273008,0.03916107],"genre_scores_gemma":[0.9894274,0.0004020114,0.004131194,0.00008943812,0.00001882227,0.00002971587,0.0001000769,0.0000255192,0.005775738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00780192,"threshold_uncertainty_score":0.015513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04915270136414469,"score_gpt":0.25975949325581,"score_spread":0.2106067918916654,"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."}}