{"id":"W3127365746","doi":"10.46827/ejoe.v6i1.3570","title":"THE EFFECTIVENESS OF INTERACTIVE E-BOOKS IN THE DEVELOPMENT OF SCIENTIFIC CONCEPTS DURING \"SCIENCE COURSE\" AND ITS RELATION TO THE DIFFERENCE OF COGNITIVE STYLE (VERBAL/VISUAL) IN STUDENTS","year":2021,"lang":"en","type":"article","venue":"European Journal of Open Education and E-learning Studies","topic":"Innovative Educational Technologies","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Princess Nourah Bint Abdulrahman University; Najran University; University of Toronto","keywords":"Cognition; Psychology; Mathematics education; Cognitive style; Relation (database); Cognitive psychology; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007169233,0.00007023522,0.0001570559,0.0001668317,0.00041545,0.0001834112,0.0008253942,0.000006474348,4.270084e-7],"category_scores_gemma":[0.003875894,0.00004024317,0.00001152672,0.0008996673,0.0003635963,0.000334168,0.0007709745,0.0002291548,4.038768e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000571992,"about_ca_system_score_gemma":0.0004699307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002236521,"about_ca_topic_score_gemma":0.000009507278,"domain_scores_codex":[0.9978016,0.001185986,0.000405417,0.0001623627,0.0003509617,0.00009367056],"domain_scores_gemma":[0.9966979,0.00134935,0.0005028599,0.00009911428,0.001336877,0.0000139019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002253587,0.0009363153,0.193322,0.0001465238,0.0001896906,0.000007222537,0.6826406,0.0001122821,0.03618547,0.01312977,0.0000272676,0.07307757],"study_design_scores_gemma":[0.0002195674,0.00008417432,0.8545294,0.0008819949,0.00000443511,0.00001000518,0.1238659,0.00001346117,0.02022191,0.0001119604,0.00001923537,0.00003791524],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997579,0.0008249099,0.0002958024,0.0004702751,0.0002621866,0.000216192,2.76191e-7,0.000001468744,0.0003498884],"genre_scores_gemma":[0.9992025,0.00005330379,0.0006369926,0.00001321988,0.000007104866,0.000008262777,2.471832e-7,0.000002585931,0.00007576431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6612074,"threshold_uncertainty_score":0.4640087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04055671634457984,"score_gpt":0.4026222589405885,"score_spread":0.3620655425960086,"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."}}