{"id":"W2248531306","doi":"","title":"A Study On Learner Readiness For MobileLearning At Open University Malaysia","year":2009,"lang":"en","type":"article","venue":"Knowledge based platform (Open University Malaysia)","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Open University Malaysia","keywords":"Mobile phone; Quarter (Canadian coin); Preparedness; Medical education; Open university; Psychology; Distance education; Pedagogy; Medicine; Engineering; Geography; Political science","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":[0.002016707,0.00021798,0.0003153957,0.000909988,0.001605998,0.001677718,0.000382677,0.0005151805,0.0024897],"category_scores_gemma":[0.00531148,0.0002623664,0.0003895298,0.0006227149,0.00050262,0.001198231,0.001093637,0.001295274,0.0006095036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006213908,"about_ca_system_score_gemma":0.001358653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003899087,"about_ca_topic_score_gemma":0.005909649,"domain_scores_codex":[0.9991998,0.0003120509,0.00005725567,0.00005171169,0.0001689176,0.0002101903],"domain_scores_gemma":[0.996731,0.0009483325,0.0005622961,0.0001051397,0.0005761475,0.001077087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002069539,0.002115784,0.7110421,0.000223649,0.00002578113,0.001503417,0.2430147,0.0001133731,0.003543615,0.0004775839,0.0006922189,0.0370408],"study_design_scores_gemma":[0.0000148269,0.003239031,0.5950342,0.0001753164,0.00002652471,0.00125484,0.3925203,0.000265958,0.001420175,0.0001155077,0.00587903,0.00005425664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991245,0.00003213452,0.00003810803,0.00005633006,0.000002329905,0.00001840322,0.00001627379,0.000001398953,0.0007104632],"genre_scores_gemma":[0.9983401,0.0001758549,0.0001424616,0.00007512064,0.000004581244,0.00003510002,0.0000292383,0.000001705516,0.001195828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003899087,"threshold_uncertainty_score":0.01066548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04753327144759421,"score_gpt":0.2957593956113311,"score_spread":0.2482261241637369,"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."}}