{"id":"W2782694919","doi":"10.5539/elt.v11n2p53","title":"Students’ Perception on the Usefulness of ICT-Based Language Program","year":2018,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Pseudonym; Technology acceptance model; Perception; Usability; Survey research; Resource (disambiguation); Information and Communications Technology; Mathematics education; Applied psychology; Medical education; Computer science; World Wide Web; Human–computer interaction","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003939414,0.0001668542,0.0002225554,0.0002905006,0.0003094166,0.0001967233,0.001387111,0.0001462265,0.001139624],"category_scores_gemma":[0.004618956,0.0001007308,0.0001301086,0.0004112337,0.0002602742,0.0001632778,0.000156568,0.0006075567,0.0002205298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004209989,"about_ca_system_score_gemma":0.00002444382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006841181,"about_ca_topic_score_gemma":0.00007276863,"domain_scores_codex":[0.9971774,0.0005614651,0.0004191558,0.0003939629,0.001185851,0.0002621195],"domain_scores_gemma":[0.9979305,0.0005971798,0.0002317602,0.001034277,0.0001476027,0.00005868654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000104485,0.001350075,0.1666009,0.000008805976,0.0000370419,0.00004500173,0.3787573,0.00002009236,0.00904217,0.004829562,0.005724795,0.4334798],"study_design_scores_gemma":[0.001631216,0.0009938851,0.249401,0.0001362738,0.0000582051,0.000006263192,0.7226423,0.0008971066,0.01535349,0.0002245673,0.008106506,0.000549212],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939116,0.00001847415,0.0008288464,0.0003175412,0.0004532791,0.0003488136,0.00001348261,0.0004952602,0.003612761],"genre_scores_gemma":[0.9971537,2.340823e-7,0.001226969,0.0004478611,0.0002910076,0.00004246786,0.000007865733,0.00001951819,0.0008103909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4329306,"threshold_uncertainty_score":0.9997734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06641108576132351,"score_gpt":0.393455309626898,"score_spread":0.3270442238655744,"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."}}