{"id":"W6931524241","doi":"10.5683/sp2/8cpktq","title":"DYED: Donate Your Educational Data","year":2020,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Virtual world; Virtual learning environment; Virtual patient; Educational resources; Educational technology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002325975,0.00180513,0.0009567783,0.003908713,0.001237347,0.003948787,0.002753784,0.002180946,0.1447083],"category_scores_gemma":[0.01617728,0.0007215951,0.001243102,0.005521158,0.0006170157,0.003605564,0.003812306,0.002328775,0.2262551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002345005,"about_ca_system_score_gemma":0.00292778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04529701,"about_ca_topic_score_gemma":0.0878555,"domain_scores_codex":[0.9977791,0.0004022976,0.0002318587,0.0004492254,0.0007277993,0.0004098191],"domain_scores_gemma":[0.9935556,0.001246658,0.0005392929,0.002104589,0.00180573,0.0007481576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001909028,0.000006249211,0.0003859788,0.0001225804,0.000004780906,0.000005553993,0.00001282888,0.0000586789,0.00001403463,0.0003106744,0.9971638,0.001895665],"study_design_scores_gemma":[0.00007933621,0.0000109219,0.001562529,0.0002171983,0.000008086899,0.00003588686,0.0001466146,0.00030202,0.0002111919,0.001308737,0.9960942,0.00002321032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001149157,0.00007247683,0.0001370066,0.000360855,0.0001143284,0.00002107397,0.9953485,0.0008693152,0.002961491],"genre_scores_gemma":[0.0007958421,0.0001053807,0.0007651353,0.0002474611,0.00002947822,0.0001052181,0.9934338,0.0003042154,0.004213392],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1447083,"threshold_uncertainty_score":0.4840976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09222623350113045,"score_gpt":0.3508185300645013,"score_spread":0.2585922965633708,"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."}}