{"id":"W4247787073","doi":"10.1017/s0261444802271822","title":"Sociolinguistics","year":2002,"lang":"en","type":"article","venue":"Language Teaching","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociolinguistics; Multilingualism; Sociology; Linguistics; Curriculum; Pedagogy; Philosophy","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":[0.001100866,0.0005336392,0.0003754527,0.001509311,0.00287711,0.005241029,0.0004654047,0.00119808,0.2543912],"category_scores_gemma":[0.002370696,0.0002723407,0.000208809,0.001499137,0.002079867,0.002616123,0.00209211,0.001845373,0.06660591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002094258,"about_ca_system_score_gemma":0.001508135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01252475,"about_ca_topic_score_gemma":0.02390279,"domain_scores_codex":[0.9995147,0.0001898913,0.00002975206,0.00008923213,0.0001189948,0.0000574182],"domain_scores_gemma":[0.9990807,0.0002840713,0.00005495684,0.0001388364,0.0002310211,0.0002104673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000717466,0.0001500803,0.00244096,0.0002021473,0.00001176042,0.0004892968,0.009975627,0.00009235994,0.000638677,0.08043507,0.5360061,0.3694862],"study_design_scores_gemma":[0.000003905444,0.0000124751,0.002172981,0.0001483576,0.000002289261,0.0001937983,0.002098995,0.00004165151,0.00006218944,0.003780341,0.9914795,0.000003445622],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006762038,0.0296757,0.002869382,0.01785831,0.003601717,0.00003868366,0.0006967041,0.0004361645,0.9380614],"genre_scores_gemma":[0.07936414,0.01493235,0.00150669,0.001330242,0.0008572323,0.00008420958,0.0007270707,0.0002627473,0.9009351],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2543912,"threshold_uncertainty_score":0.8510233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08812736483814329,"score_gpt":0.4780666953541012,"score_spread":0.3899393305159579,"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."}}