{"id":"W3128889590","doi":"10.1080/01434632.2021.1879090","title":"National language in a globalised world: are L1 and L2 adolescents in Iceland more interested in learning English than Icelandic?","year":2021,"lang":"en","type":"article","venue":"Journal of Multilingual and Multicultural Development","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Icelandic Centre for Research","keywords":"Icelandic; First language; Linguistics; Immigration; Second-language acquisition; Language acquisition; Psychology; Ambivalence; Sociology; Political science; Social psychology; Mathematics education","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":[0.0007744444,0.0001483999,0.0002861324,0.0003333866,0.0001068744,0.00009015372,0.000100576,0.00009466676,0.00002955211],"category_scores_gemma":[0.001966045,0.0001210399,0.00003591308,0.000439443,0.00008117628,0.0001983988,0.00005703234,0.0004484607,0.000001392838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002960395,"about_ca_system_score_gemma":0.0005085281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001141373,"about_ca_topic_score_gemma":0.07413497,"domain_scores_codex":[0.9982864,0.0002488718,0.0005972459,0.0001950498,0.0003937272,0.0002786858],"domain_scores_gemma":[0.9990154,0.0001304074,0.000255129,0.00003284631,0.0003901468,0.0001760885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001091105,0.0002188902,0.5499782,0.0000522214,0.0000128614,0.0001880955,0.44005,0.00007102803,0.0003556658,0.00001043676,0.00001625984,0.008937246],"study_design_scores_gemma":[0.002563625,0.000009611123,0.8493094,0.0008750355,0.000004038024,0.0000139356,0.1427469,0.0001294902,0.0004244215,0.000005664502,0.003759244,0.0001586436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977677,0.0006468114,2.116145e-7,0.0005085656,0.0002937829,0.0001375925,0.000002401268,0.000008601564,0.0006342939],"genre_scores_gemma":[0.997811,0.00017853,0.000554833,0.0001672172,0.0001865356,0.000003623143,0.000008455131,0.000006042861,0.001083727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2993312,"threshold_uncertainty_score":0.9427596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03463661140754536,"score_gpt":0.3990782030419694,"score_spread":0.3644415916344241,"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."}}