{"id":"W4237794870","doi":"10.1017/s0261444805253144","title":"Reading & Writing","year":2005,"lang":"en","type":"article","venue":"Language Teaching","topic":"Reading and Literacy Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Spelling; Linguistics; History; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000777353,0.0001265903,0.0001361606,0.0001052869,0.0001850409,0.00007147356,0.0001595221,0.00006166727,0.001545162],"category_scores_gemma":[0.00009580686,0.0001189177,0.00005205632,0.00006267615,0.00001281039,0.0001244929,0.00004066523,0.0004132585,0.001795686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006771515,"about_ca_system_score_gemma":0.000007082836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002559851,"about_ca_topic_score_gemma":0.00001584081,"domain_scores_codex":[0.9988614,0.0001373073,0.0002504045,0.0002628089,0.0001261095,0.0003619748],"domain_scores_gemma":[0.9993927,0.0001358499,0.0000667774,0.000321485,0.000007860091,0.00007525573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001069917,0.00006969098,0.008896573,0.00001011984,0.00004570806,0.00005677839,0.2230398,0.00001105736,0.003950427,0.01310315,0.008543213,0.7422628],"study_design_scores_gemma":[0.001093611,0.00003207691,0.01783368,0.000273857,0.00003492253,0.0003992639,0.02594421,0.0002298462,0.000572479,0.0001268128,0.9526213,0.0008379435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7015288,0.0003109194,0.00200465,0.0003268056,0.000250874,0.00005644782,0.000001666998,0.0002583645,0.2952614],"genre_scores_gemma":[0.9243302,9.132934e-7,0.02921257,0.0008982672,0.0007988797,0.00001372817,0.00002220521,0.00002799486,0.04469524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9440781,"threshold_uncertainty_score":0.9993675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01681435090967752,"score_gpt":0.3433006221814421,"score_spread":0.3264862712717646,"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."}}