{"id":"W4313533378","doi":"10.5430/wjel.v13n1p278","title":"Integrating Literature with Technology and Use of Digital Tools: Impact on Learning Outcomes","year":2022,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"King Khalid University","keywords":"Reading (process); Computer science; Sentence; Digital storytelling; Nonprobability sampling; Plot (graphics); Psychology; Multimedia; Mathematics education; Sociology; Linguistics; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003016111,0.0000964036,0.0002334923,0.0005357251,0.0002070138,0.00005769589,0.00009356014,0.00003587554,0.0000745951],"category_scores_gemma":[0.002015101,0.0000605892,0.00005727007,0.0005151395,0.00003100682,0.0004282419,0.00004856219,0.00127215,7.648068e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001078627,"about_ca_system_score_gemma":0.00009616639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008874741,"about_ca_topic_score_gemma":0.000009217963,"domain_scores_codex":[0.999163,0.0000947486,0.0003139825,0.00008124141,0.0001830083,0.0001640501],"domain_scores_gemma":[0.9985408,0.0006038227,0.000442367,0.00009538024,0.0002597331,0.00005796621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004019884,0.0001835168,0.847207,0.0000736912,0.0001249893,0.00007718936,0.09920059,0.001019873,0.00009128746,0.001345776,0.001797505,0.0484766],"study_design_scores_gemma":[0.003605922,0.005230393,0.08673376,0.003884799,0.0001371256,0.0001183256,0.595601,0.00008325345,0.0001800757,0.0005297229,0.3031878,0.0007078328],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939417,0.000533357,0.00001299334,0.0001540085,0.0003759788,0.00008013663,0.00002565168,0.00002650859,0.004849699],"genre_scores_gemma":[0.9962961,0.00000719017,0.0002784661,0.00006904651,0.0001658112,0.000004093897,0.00001260564,0.00001510619,0.003151579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7604733,"threshold_uncertainty_score":0.5526929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02291981721437505,"score_gpt":0.3418106952571982,"score_spread":0.3188908780428232,"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."}}