{"id":"W4297037173","doi":"10.32920/ryerson.14639757.v2","title":"Integrating iPads into Learning and Libraries","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Multimedia; Human–computer interaction; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005623215,0.0005202118,0.0004180438,0.0009202194,0.0007098104,0.004816198,0.0008564533,0.00133695,0.01717466],"category_scores_gemma":[0.002801809,0.0005967623,0.0008024949,0.001580102,0.0008007468,0.006095938,0.004928756,0.001272134,0.005769077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006142521,"about_ca_system_score_gemma":0.0006595168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002280109,"about_ca_topic_score_gemma":0.00217182,"domain_scores_codex":[0.9987999,0.0002794311,0.00006193673,0.000134526,0.0006000874,0.0001241188],"domain_scores_gemma":[0.999138,0.0002061115,0.00002536551,0.0003636943,0.0001934538,0.00007342098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002043415,0.000310194,0.002502447,0.0003934971,0.00007245278,0.0004703881,0.001637188,0.00699411,0.05500202,0.1735802,0.01241405,0.7464192],"study_design_scores_gemma":[0.00008367137,0.0002954,0.005392013,0.000528603,0.0001659511,0.0009808252,0.001851556,0.06396046,0.09492525,0.1480257,0.6836879,0.0001027098],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.06405164,0.002882909,0.7110222,0.002667439,0.0004875083,0.0002706678,0.0002911265,0.005704493,0.2126221],"genre_scores_gemma":[0.3599932,0.005119879,0.5042008,0.001024643,0.0002910616,0.0002568329,0.0007307214,0.00168043,0.1267025],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01717466,"threshold_uncertainty_score":0.05745494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320123029951692,"score_gpt":0.2769177990619803,"score_spread":0.2637165687624634,"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."}}