{"id":"W4234805371","doi":"10.1017/s0261444801271730","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; Action (physics); Second language; Linguistics; Psychology; Philosophy; Physics","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":[0.001247368,0.0007405521,0.0005362787,0.001818385,0.003804156,0.007393094,0.0007241933,0.001598627,0.198026],"category_scores_gemma":[0.003037216,0.0003976075,0.0003334316,0.002754798,0.004697703,0.003916237,0.002398872,0.002469659,0.04351284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006346684,"about_ca_system_score_gemma":0.004047958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1254839,"about_ca_topic_score_gemma":0.2140469,"domain_scores_codex":[0.9993566,0.0002421382,0.00003415088,0.000120785,0.0001505756,0.00009574891],"domain_scores_gemma":[0.9986299,0.0004263362,0.00007056866,0.0001939211,0.0004215405,0.0002576486],"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":[0.00006444276,0.00008428632,0.002845175,0.0002647967,0.0000215149,0.0003670581,0.01202455,0.0001272068,0.000376608,0.1332779,0.6576934,0.1928531],"study_design_scores_gemma":[0.000005199534,0.00001018959,0.004467623,0.000249787,0.000005109821,0.0001809808,0.003919847,0.00006176298,0.00004282087,0.008378284,0.9826721,0.0000062518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005916158,0.07234074,0.003262996,0.03213706,0.003642261,0.00004195686,0.00178011,0.0003973697,0.8804813],"genre_scores_gemma":[0.1302239,0.03042447,0.001477342,0.002299463,0.001265449,0.0001021659,0.001707004,0.0004772355,0.8320231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.198026,"threshold_uncertainty_score":0.662463,"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."}}