{"id":"W4230029664","doi":"10.32920/ryerson.14638506.v1","title":"Project iPad: Investigating Tablet Integration in Learning and Libraries at Ryerson University","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Multimedia; Library science; World Wide Web; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003024611,0.0001963106,0.0004411965,0.001696145,0.003442801,0.009074911,0.001276762,0.001094232,0.008075162],"category_scores_gemma":[0.006217938,0.0003751143,0.0002748789,0.00354124,0.002503561,0.003927848,0.005679072,0.001218708,0.001694535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006303436,"about_ca_system_score_gemma":0.005833538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08422544,"about_ca_topic_score_gemma":0.1633313,"domain_scores_codex":[0.9956872,0.001979178,0.0001092111,0.0003294017,0.001210262,0.000684737],"domain_scores_gemma":[0.9965883,0.001342455,0.0002826413,0.0002679219,0.000634689,0.0008840332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001365428,0.002472248,0.1606411,0.001189099,0.0001019526,0.00330021,0.4380175,0.001474091,0.01002716,0.03622533,0.02054485,0.324641],"study_design_scores_gemma":[0.0001248823,0.002085526,0.2535606,0.0005744105,0.0001243508,0.001010517,0.5406261,0.003051998,0.007740197,0.001863629,0.1891001,0.0001376517],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.936476,0.001307865,0.001934055,0.002277501,0.00002990763,0.0002896222,0.0003820322,0.0001217362,0.05718127],"genre_scores_gemma":[0.9693334,0.001256465,0.003032221,0.0003792426,0.00002236003,0.0001442026,0.0002522141,0.00007128164,0.02550873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08422544,"threshold_uncertainty_score":0.1674704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02572015790206202,"score_gpt":0.2524109626983895,"score_spread":0.2266908047963275,"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."}}