{"id":"W4214898050","doi":"10.32996/ijels.2021.3.2.8","title":"The History of Irish and Canadian Englishes: A Comparative Historical Overview","year":2021,"lang":"en","type":"article","venue":"International Journal of English Language Studies","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irish; Lexicon; Variety (cybernetics); Vocabulary; Linguistics; History; English language; History of English; Historical linguistics; Varieties of English; Computer science; Artificial intelligence","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0006593731,0.00005125524,0.0001844947,0.00007032858,0.00009624106,0.00002194075,0.0001920946,0.00003243927,0.00008225465],"category_scores_gemma":[0.01493887,0.0000386655,0.00006234639,0.00005458873,0.0002078673,0.00007436211,0.00003949887,0.0001203885,5.475555e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001384994,"about_ca_system_score_gemma":0.0009380429,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01303756,"about_ca_topic_score_gemma":0.09985883,"domain_scores_codex":[0.9990421,0.0001881478,0.0002828344,0.00006669539,0.0003182245,0.0001020015],"domain_scores_gemma":[0.995032,0.0006073279,0.0002387743,0.00005222727,0.003987934,0.00008171448],"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":[0.00002338558,0.0000387601,0.001617882,0.000007386139,0.0005643648,0.0002591889,0.7565681,0.000002758146,0.00002319092,0.02856291,0.2101998,0.002132355],"study_design_scores_gemma":[0.0002160551,0.00001818016,0.0005397731,0.00003027604,0.00002435454,0.00000648484,0.1212474,0.000001029244,0.00001278179,0.0002391238,0.8776262,0.00003829841],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1293451,0.4950967,0.00004590723,0.01232288,0.07892392,0.0001696953,0.00003603138,0.00002586531,0.2840338],"genre_scores_gemma":[0.9837664,0.007557749,0.0002809238,0.0004684254,0.002314684,0.000001778135,0.000001362247,0.000003886438,0.005604745],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8544213,"threshold_uncertainty_score":0.9935347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07668307844765514,"score_gpt":0.3748032272842343,"score_spread":0.2981201488365792,"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."}}