{"id":"W2995546227","doi":"10.1007/s11145-019-10005-4","title":"Understanding prosody and morphology in school-age children’s reading","year":2019,"lang":"en","type":"article","venue":"Reading and Writing","topic":"Reading and Literacy Development","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of Alberta","funders":"","keywords":"Psychology; Phonological awareness; Reading (process); Metalinguistics; Reading comprehension; Comprehension; Psycholinguistics; Linguistics; Prosody; Phonemic awareness; Metalinguistic awareness; Syllable; Stress (linguistics); Word recognition; Cognitive psychology; Vocabulary development; Cognition","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001031367,0.0002116356,0.0003427637,0.0003347173,0.0001583159,0.0001426591,0.00009154875,0.0001601299,0.0001201015],"category_scores_gemma":[0.00007460223,0.0002132494,0.0000296618,0.0002081185,0.00006633729,0.0001639124,0.00008089245,0.0003993103,0.00008021721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000115082,"about_ca_system_score_gemma":0.00001854417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002171563,"about_ca_topic_score_gemma":0.000005117948,"domain_scores_codex":[0.9981998,0.000141162,0.0004008992,0.0005909588,0.0001157302,0.0005514415],"domain_scores_gemma":[0.9992294,0.000300286,0.0001062243,0.0002057561,0.00001335141,0.0001449788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002765921,0.0000238296,0.9683846,0.00004331107,0.00003680764,0.00008744423,0.003854685,0.000003577891,0.002029985,0.02196135,0.0002119877,0.003334755],"study_design_scores_gemma":[0.001953828,0.0001133237,0.9870331,0.0009288859,0.00002170388,0.000855835,0.005985376,0.0002404456,0.0001245955,0.001665231,0.0005068161,0.0005708656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959589,0.0003851525,0.0001981497,0.0001793557,0.0002428107,0.0002730074,0.00000299738,0.00009004767,0.03903948],"genre_scores_gemma":[0.9967834,0.00006477712,0.000691026,0.0001938188,0.0001076332,0.00002153984,0.00001482199,0.00003499824,0.002087963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03719442,"threshold_uncertainty_score":0.8696059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03955748842381517,"score_gpt":0.3004488281044584,"score_spread":0.2608913396806433,"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."}}