{"id":"W4242413028","doi":"10.22215/etd/2015-11112","title":"Intent-Gesture Relationships for Collaborative Information Visualization","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Gesture; Visualization; Computer science; Graph; Human–computer interaction; Psychology; Artificial intelligence; Theoretical 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":[],"consensus_categories":[],"category_scores_codex":[0.0007163212,0.0002346437,0.0002354837,0.0002518362,0.0001991278,0.0004531466,0.0005915095,0.0004273236,0.0000182531],"category_scores_gemma":[0.0009807881,0.0002173796,0.00007286964,0.0006225544,0.00001412158,0.002581161,0.0000338108,0.00025164,0.0001491859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001665034,"about_ca_system_score_gemma":0.0005293215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000113841,"about_ca_topic_score_gemma":0.0002746641,"domain_scores_codex":[0.998524,0.0001384302,0.000490102,0.0002902352,0.0003709351,0.0001863314],"domain_scores_gemma":[0.9962199,0.0001924257,0.0003472779,0.0004073113,0.002740999,0.00009204232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002521311,0.0001374414,0.0002384366,0.0005413376,0.0001114796,4.245142e-7,0.05220304,0.0004063917,0.00008672041,0.6870204,0.2443036,0.01469859],"study_design_scores_gemma":[0.00328462,0.001668736,0.005860957,0.0007505303,0.0002382401,0.000007926516,0.04500801,0.1917478,0.01215795,0.2328283,0.5036312,0.00281578],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002478179,0.0001697876,0.9722666,0.0005074032,0.002182811,0.001746361,0.00005609651,0.0004034641,0.02018937],"genre_scores_gemma":[0.6147979,0.000171394,0.2613172,0.001699953,0.0006847541,0.003052588,0.03912509,0.0001632968,0.07898787],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7109494,"threshold_uncertainty_score":0.8864484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06243196725950714,"score_gpt":0.3248295577412548,"score_spread":0.2623975904817477,"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."}}