{"id":"W4401436923","doi":"10.1111/1467-9817.12468","title":"Scrolling and hyperlinks: The effects of two prevalent digital features on children's digital reading comprehension","year":2024,"lang":"en","type":"article","venue":"Journal of Research in Reading","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Scrolling; Hyperlink; Comprehension; Reading (process); Computer science; Psychology; Multimedia; Reading comprehension; Consistency (knowledge bases); Web page; World Wide Web; Linguistics; Artificial intelligence","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008432048,0.0001205837,0.0002063654,0.0009406323,0.0001553647,0.002346482,0.0005467439,0.00004468339,9.641471e-7],"category_scores_gemma":[0.0004833298,0.00007359069,0.00008871027,0.001117207,0.0001176921,0.002444794,0.0003334429,0.0006573305,0.000002986329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007699701,"about_ca_system_score_gemma":0.000131907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003069428,"about_ca_topic_score_gemma":1.742844e-7,"domain_scores_codex":[0.9980813,0.00010559,0.0003621012,0.0002237296,0.0009304521,0.0002968476],"domain_scores_gemma":[0.9966798,0.002835124,0.00009655142,0.000164017,0.0001061354,0.0001183103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004453191,0.0004426792,0.06658456,0.001166841,0.0004573597,0.001849024,0.009753413,0.001533856,0.003655386,0.03738239,0.00764155,0.8690876],"study_design_scores_gemma":[0.01655528,0.01820475,0.3224628,0.1050277,0.0001260424,0.01435066,0.003147416,0.0970285,0.1643669,0.214578,0.04045383,0.003698128],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901526,0.003487677,0.0009622949,0.0009191602,0.0003503766,0.0002478032,0.000001913899,0.00003349289,0.003844691],"genre_scores_gemma":[0.9983634,0.0002587225,0.0005387741,0.00002208924,0.0001557457,0.000002054636,7.194154e-7,0.00001065936,0.0006477839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8653895,"threshold_uncertainty_score":0.9986892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02468765610836991,"score_gpt":0.3177708309221613,"score_spread":0.2930831748137914,"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."}}