{"id":"W2067883665","doi":"10.5539/cis.v2n4p122","title":"The Use of ICT in Public and Private Institutions of Higher Learning, Malaysia","year":2009,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; USable; Computer science; Focus (optics); Knowledge management; Mathematics education; Multimedia; Psychology; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000597016,0.00002722262,0.00004858239,0.0001251532,0.0003543888,0.0001811109,0.00011845,0.00001678892,0.000002747713],"category_scores_gemma":[0.0001281518,0.00001925629,0.000007574708,0.0005472374,0.000554149,0.003993155,0.00004218464,0.00006476814,7.948191e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009756027,"about_ca_system_score_gemma":0.0001585814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002128733,"about_ca_topic_score_gemma":0.00000564354,"domain_scores_codex":[0.9994756,0.00003065356,0.0001609085,0.0000433901,0.0001845276,0.0001049355],"domain_scores_gemma":[0.9996669,0.00005303867,0.00009131246,0.00004990885,0.0001029916,0.00003588551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002713702,0.00001177129,0.03584085,0.000005107801,0.00000101783,7.350808e-8,0.004936656,0.001420334,0.00004855747,0.5540638,0.00007404872,0.4035951],"study_design_scores_gemma":[0.0001109991,0.00005104085,0.3015586,0.00001571044,8.725579e-7,4.222601e-7,0.0002391271,0.02104548,0.00002238255,0.0002502221,0.6766658,0.00003933912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989447,0.0000265515,0.003620935,0.001922898,0.00007917605,0.0000740832,4.217866e-7,0.00001208507,0.004816857],"genre_scores_gemma":[0.9970903,0.0001700489,0.002591515,0.0001018166,0.00001358772,3.778433e-7,5.537359e-7,2.755873e-7,0.0000315038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6765918,"threshold_uncertainty_score":0.2894941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05249672057389307,"score_gpt":0.3198540217205797,"score_spread":0.2673573011466867,"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."}}