{"id":"W1987853300","doi":"10.1080/01434632.2013.803714","title":"Style, identity and literacy: English in Singapore","year":2013,"lang":"en","type":"article","venue":"Journal of Multilingual and Multicultural Development","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Crandall University","funders":"","keywords":"Literacy; Style (visual arts); Identity (music); Sociology; Linguistics; Pedagogy; Psychology; Art; Literature","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009029188,0.0004153764,0.0004382993,0.0007370109,0.0008314379,0.003859679,0.0003415867,0.0008624036,0.008059933],"category_scores_gemma":[0.00196688,0.0001563144,0.0001886012,0.002484316,0.00219233,0.004688596,0.002680115,0.001023787,0.0008482262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001206764,"about_ca_system_score_gemma":0.001427343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01766291,"about_ca_topic_score_gemma":0.03661679,"domain_scores_codex":[0.999482,0.0002824945,0.00004043219,0.00004078025,0.00009438442,0.0000599945],"domain_scores_gemma":[0.9993296,0.0002269063,0.0001169674,0.00002406409,0.0000819475,0.0002205763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002313683,0.0001963391,0.08207204,0.002573027,0.00009125612,0.001779093,0.1669569,0.0003298261,0.0007343332,0.06551675,0.165253,0.5142659],"study_design_scores_gemma":[0.00002464117,0.0002604079,0.3938185,0.006053093,0.00007440257,0.001714409,0.1644827,0.0004645095,0.0003162312,0.03369912,0.3989896,0.0001022656],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1891887,0.6021185,0.0004790564,0.07649993,0.002028085,0.00003501236,0.0006883806,0.00003849289,0.1289238],"genre_scores_gemma":[0.642528,0.3156963,0.0004579771,0.002744557,0.001241722,0.0000657553,0.0004048442,0.00002780654,0.03683306],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01766291,"threshold_uncertainty_score":0.03512019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0443430574895694,"score_gpt":0.4089849928062705,"score_spread":0.3646419353167011,"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."}}