{"id":"W6986982193","doi":"","title":"THE ROLE OF EMOTION IN VISUALIZATION","year":2013,"lang":"en","type":"other","venue":"NC Digital Online Collection of Knowledge and Scholarship (The University of North Carolina at Greensboro)","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Visualization; Perception; Cognition; Task (project management); Emotion perception; Emotion recognition; Psychological research; Key (lock); Emotion classification","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002329793,0.0004113404,0.0003263527,0.000620101,0.0008363676,0.007009031,0.0005154234,0.001008387,0.004466501],"category_scores_gemma":[0.01336092,0.0002966235,0.0004688375,0.0005675929,0.003367293,0.005914113,0.002091616,0.001816472,0.0006859335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006414925,"about_ca_system_score_gemma":0.0003615127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004660988,"about_ca_topic_score_gemma":0.0003111036,"domain_scores_codex":[0.9976301,0.001355054,0.0001121748,0.0003058648,0.0004697784,0.000127064],"domain_scores_gemma":[0.9942706,0.003920872,0.0003810085,0.0007629587,0.0004661769,0.0001984279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000493893,0.0001617074,0.01052885,0.001354828,0.0001267318,0.0002957615,0.03285891,0.006872669,0.06378716,0.5146788,0.01656035,0.3522803],"study_design_scores_gemma":[0.0001099868,0.0003171257,0.02928907,0.0007348682,0.0001657156,0.0009283485,0.009651977,0.02763459,0.0290012,0.7190061,0.1829341,0.0002267742],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3090751,0.01556957,0.4408063,0.0273555,0.001320886,0.0001894556,0.0003771805,0.002657023,0.2026489],"genre_scores_gemma":[0.9141218,0.004644527,0.07149007,0.001056331,0.0003246406,0.0001403731,0.00009958236,0.0004438127,0.007678784],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007009031,"threshold_uncertainty_score":0.01494193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097061825204089,"score_gpt":0.2326512820945135,"score_spread":0.2216806638424726,"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."}}