{"id":"W4239902754","doi":"10.1017/s026144480623369x","title":"Reading &amp; writing","year":2006,"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":"Wright; Literacy; Dominion; Composition (language); Sociology; Library science; Psychology; Linguistics; History; Pedagogy; Political science; Computer science; Art history; Philosophy; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009182911,0.00005694405,0.0000666048,0.00006077107,0.0006278254,0.0001096065,0.0001201971,0.00004452988,0.000440149],"category_scores_gemma":[0.0005287437,0.00005922608,0.00003582095,0.00008296536,0.00003891101,0.0001117114,0.00001521832,0.0001921293,0.0001493603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006538011,"about_ca_system_score_gemma":0.00005561915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05464042,"about_ca_topic_score_gemma":0.004143014,"domain_scores_codex":[0.999169,0.0001874555,0.0001275543,0.0001128796,0.0001531305,0.0002499707],"domain_scores_gemma":[0.9996186,0.0001431555,0.0000487816,0.0001165933,0.00001304256,0.00005984719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001805419,0.00005488251,0.01037384,0.00001077696,0.000004120533,0.000006020136,0.4519882,0.00001291777,0.003749146,0.431438,0.00353596,0.09882428],"study_design_scores_gemma":[0.0001571297,0.000003097431,0.002569011,0.00004451032,0.000007872866,0.000002939967,0.07842661,0.00006020929,0.0001801022,0.0009179446,0.9173965,0.0002341044],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4943488,0.00006534896,0.000205919,0.0006121453,0.0001352279,0.00004084535,9.524044e-7,0.0001453695,0.5044454],"genre_scores_gemma":[0.9571736,0.000001874881,0.004336674,0.0004631894,0.001959502,0.000002945684,0.00001203463,0.000009403927,0.03604071],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9138605,"threshold_uncertainty_score":0.9516548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03760549797719354,"score_gpt":0.4567285809432574,"score_spread":0.4191230829660638,"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."}}