{"id":"W2431505241","doi":"10.5296/jei.v2i2.9458","title":"On the Possibility of Mandarin Chinese as a Lingua Franca","year":2016,"lang":"en","type":"article","venue":"Journal of Educational Issues","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Mandarin Chinese; Lingua franca; China; Linguistics; Mainstream; Political science; Philosophy; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.004072607,0.0002659723,0.0002116293,0.0008190568,0.004405123,0.003418142,0.0007231044,0.0009525597,0.005026036],"category_scores_gemma":[0.004206426,0.0001290304,0.0002080683,0.001212198,0.006531531,0.002961605,0.001686322,0.001163313,0.0003793447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002299281,"about_ca_system_score_gemma":0.003310935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05081343,"about_ca_topic_score_gemma":0.064927,"domain_scores_codex":[0.9977354,0.001024969,0.00007053174,0.0004069566,0.0003399957,0.0004220873],"domain_scores_gemma":[0.9967889,0.001613917,0.000487325,0.0003248549,0.0004937145,0.000291362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00040473,0.00009315503,0.1562883,0.0003264856,0.00005895532,0.004943959,0.2509306,0.000294927,0.003849673,0.4607188,0.006104739,0.1159856],"study_design_scores_gemma":[0.00005864926,0.000358149,0.3912596,0.001148123,0.0002048035,0.002592592,0.3470769,0.002335012,0.005420847,0.06889081,0.1804439,0.0002106184],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8119614,0.001764088,0.0009153701,0.01189302,0.00008498218,0.00002742336,0.00007481635,0.00001312847,0.1732659],"genre_scores_gemma":[0.995637,0.0004307524,0.0002721879,0.0006873173,0.00002342685,0.00001005797,0.00001688111,0.000004325299,0.002918072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05081343,"threshold_uncertainty_score":0.1010354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04031046970509623,"score_gpt":0.5042827247334882,"score_spread":0.463972255028392,"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."}}