{"id":"W2280277269","doi":"","title":"A Preliminary Study On Mobile Learning Readiness Among Undergraduates Of Universiti Malaysia Sabah, Sabah, Malaysia","year":2012,"lang":"en","type":"article","venue":"","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Mobile phone; Medical education; The Internet; Flexibility (engineering); M-learning; Psychology; Phone; Perception; Mobile device; Computer science; Medicine; Geography; World Wide Web; Mathematics","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":[0.00156248,0.0002775627,0.0003316958,0.0009828593,0.001274774,0.001444334,0.0003361632,0.0006754439,0.002998838],"category_scores_gemma":[0.003306653,0.0003813508,0.0004438455,0.0008107673,0.0005355403,0.0009061866,0.0007677404,0.001131788,0.0007425454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006157608,"about_ca_system_score_gemma":0.001295803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004020881,"about_ca_topic_score_gemma":0.009447127,"domain_scores_codex":[0.9992668,0.0001929174,0.00007095524,0.00005847361,0.0001673953,0.000243437],"domain_scores_gemma":[0.9974559,0.0006193112,0.0004304177,0.00007598815,0.0005296263,0.0008887237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008950244,0.001205503,0.9019901,0.0001931986,0.00002103803,0.0006585268,0.07285555,0.00004050463,0.002210632,0.0002399647,0.0005196139,0.01997594],"study_design_scores_gemma":[0.000004683606,0.001850832,0.8454821,0.0001060661,0.00001688791,0.0004944096,0.1487694,0.0001017489,0.0003848289,0.00005442493,0.002714795,0.00001990304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990663,0.00006311556,0.00003269213,0.00009455225,0.000003817708,0.00002417053,0.0000396407,0.000001075147,0.000674709],"genre_scores_gemma":[0.9981154,0.0002785903,0.0001419997,0.0001411822,0.000007452236,0.00004221323,0.00006613119,0.000001017662,0.001206081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004020881,"threshold_uncertainty_score":0.01003206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01362171656593907,"score_gpt":0.2556755547246928,"score_spread":0.2420538381587538,"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."}}