{"id":"W2953882706","doi":"","title":"User study of emotional visualization dashboard for educational software: Description of the study protocol","year":2018,"lang":"en","type":"article","venue":"Annual review of Cybertherapy and Telemedicine","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Dashboard; Visualization; Computer science; Data visualization; Human–computer interaction; Plan (archaeology); Eye tracking; Protocol (science); World Wide Web; Software; Learning analytics; Web application; Multimedia; Data science; Artificial intelligence","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":[0.02330029,0.001397065,0.001701377,0.001599782,0.002602433,0.001719035,0.00133496,0.002321448,0.02059819],"category_scores_gemma":[0.03558608,0.001478303,0.001114425,0.0009055983,0.001201625,0.001289678,0.001821401,0.002722285,0.008808431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001697109,"about_ca_system_score_gemma":0.003499608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00211169,"about_ca_topic_score_gemma":0.00339417,"domain_scores_codex":[0.9912052,0.005274896,0.001313389,0.0007866092,0.0007311382,0.0006887863],"domain_scores_gemma":[0.9775319,0.01081429,0.0009674833,0.002795864,0.006417655,0.001472831],"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":[0.03159648,0.07261532,0.03424874,0.0201663,0.0003890175,0.005422709,0.08565186,0.004888066,0.02736091,0.006542146,0.07741991,0.6336985],"study_design_scores_gemma":[0.03201668,0.09740966,0.1289617,0.010355,0.0007119215,0.002939031,0.09002181,0.01018455,0.04406323,0.015171,0.5665601,0.001605338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1598622,0.0008213421,0.06760345,0.001477556,0.0005254424,0.754974,0.00663092,0.001296072,0.006809098],"genre_scores_gemma":[0.03402158,0.0002767204,0.02164759,0.0004984398,0.00004861044,0.9409365,0.0005465479,0.00007931385,0.001944684],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02330029,"threshold_uncertainty_score":0.1232252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03655462804087246,"score_gpt":0.4200556856661035,"score_spread":0.383501057625231,"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."}}