{"id":"W3014422364","doi":"","title":"Interactive E-Texts and Students: A Scoping Review.","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Scope (computer science); Interactive Learning; Psychology; Software portability; Pedagogy; Mathematics education; Multimedia; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000654365,0.0001155639,0.0002088841,0.0002780769,0.0001755862,0.000304712,0.000644446,0.00004180103,0.0001226385],"category_scores_gemma":[0.001844009,0.0001320736,0.00004753349,0.0005163423,0.00002957184,0.0009279292,0.00002339278,0.0002867544,0.00002020792],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00102919,"about_ca_system_score_gemma":0.009438531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0027687,"about_ca_topic_score_gemma":0.03503215,"domain_scores_codex":[0.9988029,0.0001602462,0.0004219086,0.0002194939,0.00007970898,0.0003157333],"domain_scores_gemma":[0.9970319,0.00007858316,0.0004401898,0.0001828588,0.0005938471,0.00167259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002083627,0.0002735472,0.04845654,0.005400512,0.0001935138,0.00007529908,0.6243309,0.0001930481,0.0004875734,0.04339958,0.1358471,0.1413215],"study_design_scores_gemma":[0.002433644,0.002033921,0.2302466,0.1265642,0.0005289081,0.006553361,0.3020237,0.002808821,0.0006953439,0.006615213,0.3162118,0.003284493],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8309214,0.01270412,0.004992971,0.1370085,0.007404006,0.0009165806,0.000003561683,0.00002971997,0.00601923],"genre_scores_gemma":[0.9873938,0.0005883912,0.002362528,0.008913295,0.0004197556,0.00001736384,0.000006560736,0.00001225044,0.0002860633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3223072,"threshold_uncertainty_score":0.996177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0416106357850948,"score_gpt":0.3305370477860177,"score_spread":0.2889264120009228,"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."}}