{"id":"W2120694311","doi":"","title":"Editorial: Grammar in the face of diversity","year":2006,"lang":"en","type":"editorial","venue":"Research Commons (University of Waikato)","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Diversity (politics); Grammar; Linguistics; Computer science; Political science; Sociology; Philosophy; Anthropology","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":[0.005553674,0.003023579,0.002142389,0.00342978,0.005533923,0.008081513,0.00326251,0.01117352,0.01131455],"category_scores_gemma":[0.03248602,0.0007973147,0.001667736,0.001543603,0.003903799,0.004281661,0.001382505,0.01478512,0.00750577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003478359,"about_ca_system_score_gemma":0.004266425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002282643,"about_ca_topic_score_gemma":0.004993255,"domain_scores_codex":[0.99443,0.001169817,0.0005843019,0.0007008685,0.002708091,0.0004069816],"domain_scores_gemma":[0.977727,0.009331808,0.00114085,0.000790416,0.00861578,0.002394124],"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":[0.00001068589,0.000005428113,0.00001620962,0.00006558307,0.000003420896,0.000094262,0.00003077157,0.00001915401,0.00002407219,0.00025512,0.9974832,0.001992183],"study_design_scores_gemma":[0.00002267301,0.00002034539,0.0002423495,0.0003628006,0.00001590862,0.0002825449,0.0001534441,0.0001077745,0.00008905274,0.001207881,0.9974815,0.00001386765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006644373,0.002213297,0.00008965666,0.04466364,0.9501521,0.00001946628,0.00003053019,0.00004987623,0.002714909],"genre_scores_gemma":[0.001716588,0.002877036,0.0001316415,0.02274797,0.9550541,0.00003240118,0.00003505582,0.00004940486,0.01735581],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01131455,"threshold_uncertainty_score":0.03785092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1285564850839216,"score_gpt":0.4649183763161353,"score_spread":0.3363618912322136,"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."}}