{"id":"W1552937981","doi":"10.19173/irrodl.v7i2.369","title":"Portable Applications in Mobile Education","year":2006,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Computer science; Multimedia; USB; The Internet; World Wide Web; Presentation (obstetrics); File transfer; Software; Mobile device; Field (mathematics); Transfer (computing); Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001017804,0.0007100888,0.0006184888,0.002037984,0.001378368,0.006556135,0.001201465,0.003693407,0.02356373],"category_scores_gemma":[0.003281027,0.0004122847,0.0003420865,0.003150782,0.002522187,0.007459735,0.003472192,0.002761973,0.01540905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001062753,"about_ca_system_score_gemma":0.001143495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008395247,"about_ca_topic_score_gemma":0.001040932,"domain_scores_codex":[0.9982754,0.0004647875,0.0001293943,0.0002188433,0.0007275512,0.0001840081],"domain_scores_gemma":[0.9984457,0.0006946804,0.0001217186,0.000235588,0.0002968637,0.000205411],"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":[0.0000251186,0.00006270867,0.0005567814,0.0008947391,0.00001170578,0.0006187872,0.001348806,0.0004701061,0.001829682,0.3561147,0.09812003,0.5399469],"study_design_scores_gemma":[0.000004047868,0.00003380626,0.0005110903,0.0007101196,0.00000559983,0.001497169,0.0003537062,0.0003816674,0.0003175272,0.04111981,0.9550489,0.00001652806],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004764555,0.1864044,0.07706283,0.0125914,0.006031376,0.0003094392,0.0001873345,0.001740479,0.7109082],"genre_scores_gemma":[0.1053542,0.21208,0.08863124,0.01254886,0.009094562,0.0007207999,0.0006223003,0.000783421,0.5701647],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02356373,"threshold_uncertainty_score":0.07882857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03575859591537241,"score_gpt":0.423354865529459,"score_spread":0.3875962696140866,"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."}}