{"id":"W2017181028","doi":"10.1111/j.1467-9817.2008.00371.x","title":"Revisiting print exposure: exploring differential links to vocabulary, comprehension and reading rate","year":2008,"lang":"en","type":"article","venue":"Journal of Research in Reading","topic":"Reading and Literacy Development","field":"Psychology","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University; Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Reading (process); Psychology; Reading comprehension; Vocabulary; Comprehension; Variance (accounting); Test (biology); Literacy; Cognitive psychology; Linguistics; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004842771,0.0001868258,0.0004810368,0.001446908,0.0003290917,0.0001208387,0.0003003947,0.0001477759,0.0000685019],"category_scores_gemma":[0.0005206869,0.0001619555,0.000082241,0.0006801798,0.00009092243,0.0003209167,0.0002336262,0.00182507,0.00003659685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002519373,"about_ca_system_score_gemma":0.0000812459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008105613,"about_ca_topic_score_gemma":0.000001154083,"domain_scores_codex":[0.9963719,0.0008629882,0.0009449866,0.0003660366,0.0007128037,0.0007412988],"domain_scores_gemma":[0.997748,0.001024119,0.0002310074,0.0002697857,0.000334904,0.0003922025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002107635,0.0003719265,0.4836542,0.0004606618,0.0003376273,0.01158313,0.08050379,0.0002745366,0.09521068,0.003788509,0.002307376,0.3193999],"study_design_scores_gemma":[0.003020714,0.0009892104,0.9535853,0.007630008,0.00001983047,0.003766253,0.005996533,0.0003213154,0.006105392,0.000463507,0.01749983,0.0006021313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947581,0.0005105158,0.0007266118,0.0008948607,0.0006470803,0.0002172753,6.159401e-7,0.00001980813,0.002225098],"genre_scores_gemma":[0.9941884,0.0006381379,0.003804241,0.0000583893,0.0006453089,0.00002156718,0.00000115151,0.00003368071,0.0006090865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.469931,"threshold_uncertainty_score":0.7929124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2060845490291057,"score_gpt":0.4164800832950463,"score_spread":0.2103955342659407,"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."}}