{"id":"W3016836962","doi":"10.1080/14790718.2020.1753747","title":"Plurilingual and pluricultural competence (PPC) scale: the inseparability of language and culture","year":2020,"lang":"en","type":"article","venue":"International Journal of Multilingualism","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada; International Research Foundation for English Language Education","keywords":"Multilingualism; Linguistics; Competence (human resources); Psychology; Pedagogy; Social psychology; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003116164,0.0003297865,0.0003120459,0.001764653,0.001437531,0.00133484,0.000762776,0.0002873788,0.002150713],"category_scores_gemma":[0.007445246,0.0001853998,0.000363548,0.001119347,0.001827621,0.0007899947,0.003141996,0.0007065578,0.000280704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0025941,"about_ca_system_score_gemma":0.007728689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1613205,"about_ca_topic_score_gemma":0.2772426,"domain_scores_codex":[0.9980826,0.0003689392,0.0001907944,0.0001250332,0.0009718228,0.0002606957],"domain_scores_gemma":[0.9950642,0.000916331,0.0007050904,0.0003487661,0.001840306,0.001125351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001640625,0.0001717833,0.8207332,0.0003242645,0.00009788214,0.0004742658,0.05894217,0.0004941779,0.005146622,0.003874518,0.002935983,0.1066411],"study_design_scores_gemma":[0.00001095807,0.000121307,0.9614975,0.00006528626,0.00002502381,0.0002390326,0.02662559,0.000906573,0.000995053,0.0006472612,0.008815226,0.00005116667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865665,0.00009984698,0.001580115,0.0001569648,0.00001386799,0.0002195839,0.0002724979,0.00002350063,0.01106715],"genre_scores_gemma":[0.9937995,0.000101022,0.003693041,0.00003075395,0.000003803824,0.0002287098,0.0003514187,0.000008872406,0.001782888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1613205,"threshold_uncertainty_score":0.3207631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02130368303140524,"score_gpt":0.2751370332310926,"score_spread":0.2538333501996873,"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."}}