{"id":"W2129912275","doi":"10.1002/14651858.cd009115.pub2","title":"Phonics training for English-speaking poor readers","year":2012,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Reading and Literacy Development","field":"Psychology","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phonics; PsycINFO; Citation; Reading (process); Literacy; CINAHL; Medical education; Psychology; MEDLINE; Medicine; Psychological intervention; Mathematics education; Library science; Computer science; Pedagogy; Linguistics; Nursing; Primary education; Political science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01094757,0.001051951,0.01068921,0.0004413724,0.0001174424,0.00007181181,0.001150327,0.0004117652,0.0004957673],"category_scores_gemma":[0.004411007,0.0007080353,0.001562544,0.0006472346,0.00008651332,0.0002372829,0.0001198135,0.0004826559,0.0007675994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001675603,"about_ca_system_score_gemma":0.0002541402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001764551,"about_ca_topic_score_gemma":0.000002539852,"domain_scores_codex":[0.9896056,0.002070426,0.00603524,0.0008930207,0.0005111072,0.0008845798],"domain_scores_gemma":[0.9885651,0.003189834,0.005062427,0.002554084,0.0003611998,0.0002672876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004687673,0.00006362914,1.041793e-7,0.7456579,0.0004335782,0.000005989047,0.01321518,1.584608e-8,2.136109e-7,0.000687598,0.004132977,0.2357982],"study_design_scores_gemma":[0.0001822512,0.00001818863,3.467701e-8,0.4738051,0.002850034,0.00009206942,0.0006595828,0.000001081671,1.878829e-7,0.000001034489,0.5220274,0.000363083],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.844217e-7,0.9766047,0.001869523,0.000004884161,0.003908002,0.01262996,0.0008096664,0.00007474863,0.004098316],"genre_scores_gemma":[0.000001688533,0.979937,0.007588575,0.00004923389,0.0008065148,0.007191438,0.002912049,0.0001723005,0.001341173],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5178944,"threshold_uncertainty_score":0.9995371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2782587800523157,"score_gpt":0.4345398582165308,"score_spread":0.1562810781642151,"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."}}