{"id":"W2100537057","doi":"10.28945/327","title":"Web-Based Educational Information System for Enhanced Learning, EISEL: Student Assessment","year":2003,"lang":"en","type":"article","venue":"Journal of Information Technology Education Research","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Web application; Educational technology; Electronic learning; Multimedia; World Wide Web; Mathematics education; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004913662,0.0001661033,0.0002415569,0.00380411,0.0005311241,0.0005190347,0.001235879,0.0002496697,0.00007401325],"category_scores_gemma":[0.003002926,0.0001604578,0.0001048169,0.001999218,0.0001158788,0.004049451,0.00007006996,0.001000905,0.0001716478],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00139177,"about_ca_system_score_gemma":0.009452872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002955243,"about_ca_topic_score_gemma":4.834412e-7,"domain_scores_codex":[0.996509,0.0004083303,0.00129557,0.0001523292,0.001219902,0.0004148477],"domain_scores_gemma":[0.9906849,0.0005186981,0.001434799,0.0005070171,0.006703707,0.0001509313],"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":[0.00003984039,0.0006553454,0.009242659,0.0003846198,0.00007141684,1.766659e-7,0.003078894,0.007987437,0.0007014351,0.7785813,0.01569242,0.1835645],"study_design_scores_gemma":[0.005092888,0.002840714,0.0219428,0.0007179186,0.00004604778,0.0002677449,0.04812498,0.02607112,0.03298655,0.01818618,0.8429008,0.0008222708],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07498222,0.00008405808,0.8907568,0.0129144,0.003506654,0.00136505,0.000002526493,0.0001548651,0.01623342],"genre_scores_gemma":[0.8776824,0.00001706115,0.1212071,0.0001437381,0.0001074028,0.0005909555,0.0000295666,0.000008340489,0.0002133965],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8272083,"threshold_uncertainty_score":0.9961626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01497694658523291,"score_gpt":0.3815824776928315,"score_spread":0.3666055311075986,"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."}}