{"id":"W2295855769","doi":"","title":"Advanced Broadband Enabled Learning (ABEL)","year":2003,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005311795,0.0005782607,0.0005331612,0.0003043974,0.0003366539,0.000220232,0.0002279728,0.0002175747,0.0006788755],"category_scores_gemma":[0.0001263862,0.0006754114,0.00006557108,0.0008163043,0.00008310581,0.0004046671,0.00004722549,0.001868865,0.0001227443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009728681,"about_ca_system_score_gemma":0.000245327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001168854,"about_ca_topic_score_gemma":0.0001024978,"domain_scores_codex":[0.9967524,0.0003601205,0.0006542336,0.0007585573,0.0006408686,0.0008337917],"domain_scores_gemma":[0.9986309,0.0001731282,0.0003690047,0.0003681094,0.00009865669,0.0003602339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003736881,0.0008310963,0.3436036,0.001650813,0.0001952077,0.0000516091,0.004222658,0.200739,0.03004494,0.3239229,0.002354162,0.0920103],"study_design_scores_gemma":[0.004161822,0.001438506,0.2321509,0.002660912,0.00006245541,0.00004639915,0.006339238,0.01544854,0.007352452,0.003642678,0.7232257,0.003470326],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7011545,0.004814972,0.0002890582,0.001562422,0.003847787,0.001116452,0.000007382526,0.00133081,0.2858766],"genre_scores_gemma":[0.950449,0.001059311,0.001555142,0.0002352928,0.0001476818,0.0001990848,0.00003856691,0.0001495321,0.04616638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7208716,"threshold_uncertainty_score":0.9995697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02997071165102674,"score_gpt":0.2582484704111648,"score_spread":0.2282777587601381,"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."}}