{"id":"W2110711163","doi":"10.5539/ass.v10n7p153","title":"Development of Self Access Internet Based English Module to Support Student Centred Learning (SCL) of Engineering Education","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competence (human resources); The Internet; Computer science; ADDIE Model; Learning styles; Mathematics education; Instructional design; Psychology; Pedagogy; 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":[0.0007619392,0.00008773404,0.0001351179,0.0001934011,0.0001748934,0.0002124005,0.001384961,0.00002770696,0.00003073037],"category_scores_gemma":[0.0002492635,0.00009423881,0.00002903021,0.0009891473,0.00004506818,0.0005914859,0.0003548313,0.0001068389,0.0000118485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001551733,"about_ca_system_score_gemma":0.0009160229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001699503,"about_ca_topic_score_gemma":0.000004274779,"domain_scores_codex":[0.9986228,0.00004636662,0.0002691068,0.0002953888,0.0005107636,0.0002555477],"domain_scores_gemma":[0.9992204,0.00002554654,0.0001623364,0.0001460181,0.0003088384,0.0001368738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000004461257,0.0005193882,0.01365659,0.00008205837,0.00001426007,2.427989e-7,0.3421358,0.0006290423,0.007020697,0.04996917,0.000361743,0.5856065],"study_design_scores_gemma":[0.0004771895,0.0002262009,0.841611,0.0001484207,0.00001104324,8.467802e-7,0.02796517,0.01442746,0.06269424,0.00004680772,0.05178705,0.0006045442],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6985784,0.000004405921,0.1212034,0.000642623,0.002228544,0.0004178016,3.782297e-7,0.0002250066,0.1766994],"genre_scores_gemma":[0.9569079,1.926133e-7,0.04280801,0.0000712701,0.00006866762,0.00001146724,0.000001544102,0.000004990575,0.0001259198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8279545,"threshold_uncertainty_score":0.3842947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01390063762291353,"score_gpt":0.2895029746549803,"score_spread":0.2756023370320668,"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."}}