{"id":"W2539360088","doi":"","title":"Achieving bilingualism in the Canadian federal public workplace","year":2010,"lang":"en","type":"article","venue":"","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuroscience of multilingualism; Habitus; Perspective (graphical); Sociology; Work (physics); Pedagogy; Ideology; Order (exchange); Public relations; Linguistics; Political science; Cultural capital; Business; Social science; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002315377,0.000343968,0.0003351031,0.0008288919,0.04618205,0.003498915,0.001517259,0.001994002,0.002963054],"category_scores_gemma":[0.002900797,0.0002672674,0.0002676165,0.001025608,0.005450154,0.001018893,0.004323048,0.002085696,0.0003127643],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07390682,"about_ca_system_score_gemma":0.1107455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9571723,"about_ca_topic_score_gemma":0.9882755,"domain_scores_codex":[0.9958662,0.0008270566,0.00003481983,0.0002057573,0.0004490949,0.002617113],"domain_scores_gemma":[0.9974794,0.000345281,0.0001880287,0.00009410964,0.0005353777,0.001357867],"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":[0.0003686508,0.001448829,0.08203721,0.0002440885,0.00002657648,0.008525831,0.777779,0.001043326,0.005457375,0.02093299,0.01781612,0.08431995],"study_design_scores_gemma":[0.00003238252,0.0002055293,0.05228768,0.000110794,0.00001529219,0.000504508,0.9030033,0.0005218051,0.0008809505,0.0008600896,0.04154006,0.00003755778],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768959,0.0001838926,0.0002037218,0.003030569,0.00003062562,0.00004805288,0.00003579678,0.00001440576,0.01955702],"genre_scores_gemma":[0.9963461,0.00009453269,0.0002144056,0.0002933502,0.000005225389,0.00001591487,0.00001542973,0.000003925923,0.003011176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9260932,"threshold_uncertainty_score":0.536234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03145398658672782,"score_gpt":0.2417202427269795,"score_spread":0.2102662561402517,"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."}}