{"id":"W4388407681","doi":"10.55667/10.55667/ijede.2023.v38.i1.1266","title":"First-Year Student's E-Readiness to Use Learning Management System: COVID-19 Realities","year":2023,"lang":"en","type":"article","venue":"International journal of e-learning & distance education","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Learning Management; Context (archaeology); The Internet; Medical education; Distance education; Higher education; Pandemic; Psychology; Coronavirus disease 2019 (COVID-19); E learning; Technology acceptance model; Educational technology; Usability; Pedagogy; Mathematics education; Computer science; Political science; Medicine; Geography; 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":[0.00139525,0.0001442775,0.0002142063,0.0007912542,0.0007574171,0.0003573748,0.000738523,0.0000754768,0.00008541466],"category_scores_gemma":[0.003166968,0.0001539835,0.00009331974,0.0008828421,0.0001458934,0.0005683762,0.0001198521,0.0003438489,0.0001710086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002306818,"about_ca_system_score_gemma":0.0006705064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005984948,"about_ca_topic_score_gemma":0.0004445738,"domain_scores_codex":[0.9976031,0.0002235419,0.0005441955,0.0002512301,0.001077397,0.0003006019],"domain_scores_gemma":[0.9974299,0.0004526375,0.0006320387,0.0001401926,0.001124503,0.0002207153],"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":[0.0001726258,0.0002302245,0.2708299,0.0001431963,0.0004636073,0.00004643651,0.1112205,0.01883429,0.00004077856,0.5035439,0.08568935,0.008785232],"study_design_scores_gemma":[0.000188009,0.00003541479,0.06694832,0.0002652995,0.00002622046,0.000007068772,0.2748717,0.00001200149,0.000006808101,0.000590205,0.6569185,0.0001304989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8664166,0.000386144,0.04386086,0.05116439,0.01893139,0.0008426309,0.00001583418,0.001680615,0.01670151],"genre_scores_gemma":[0.9637061,0.0006762893,0.001533303,0.0001859505,0.0008031303,0.00007497645,0.00001779177,0.000021882,0.03298054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5712291,"threshold_uncertainty_score":0.6279265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03525630337390632,"score_gpt":0.3973333758096128,"score_spread":0.3620770724357064,"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."}}