{"id":"W2592041301","doi":"10.21226/t2fs3f","title":"Ukraine Alive—A Teaching Website that Continues to Teach Its Creators","year":2017,"lang":"en","type":"article","venue":"East/West Journal of Ukrainian Studies","topic":"Innovative Educational Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Presentation (obstetrics); Humanism; Analytics; Resource (disambiguation); Composition (language); Computer science; Multimedia; Mathematics education; World Wide Web; Psychology; Art; Data science; Literature; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0005044963,0.0002508778,0.0003496577,0.000899836,0.002130718,0.002564765,0.0005979944,0.0005323102,0.07405727],"category_scores_gemma":[0.001404581,0.000210622,0.0002546968,0.0007058666,0.0007848578,0.002454282,0.001973131,0.001010501,0.02960695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158937,"about_ca_system_score_gemma":0.003149082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002720973,"about_ca_topic_score_gemma":0.01257439,"domain_scores_codex":[0.9997229,0.00005239369,0.00001132719,0.00004576942,0.0001251354,0.00004248781],"domain_scores_gemma":[0.9985964,0.0001760041,0.00006828662,0.0002343417,0.0002402559,0.0006847048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001034211,0.0003327963,0.005206691,0.0004482094,0.00001986127,0.0008460164,0.009013207,0.0004853499,0.006602854,0.03899458,0.4599602,0.4779868],"study_design_scores_gemma":[0.000003309295,0.00003169448,0.002880391,0.00004924569,0.000004015383,0.0003295507,0.0009851815,0.0001508656,0.001131249,0.001091607,0.9933324,0.00001038854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08575462,0.00379794,0.02964018,0.003722635,0.001416089,0.0002074002,0.004986887,0.03430288,0.8361715],"genre_scores_gemma":[0.2083079,0.002296572,0.02207866,0.001103233,0.0002059562,0.00009073837,0.006029349,0.007691522,0.752196],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07405727,"threshold_uncertainty_score":0.2477463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1147656761779474,"score_gpt":0.3862173651861533,"score_spread":0.271451689008206,"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."}}