{"id":"W2145992510","doi":"10.1109/mcg.2013.24","title":"Data Visualization on Interactive Surfaces: A Research Agenda","year":2013,"lang":"en","type":"article","venue":"IEEE Computer Graphics and Applications","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Visualization; Computer science; Variety (cybernetics); Human–computer interaction; Data visualization; Interactive visualization; Information visualization; Computer graphics; Data science; Multimedia; Computer graphics (images); 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":[0.02080398,0.002123955,0.00287763,0.004356852,0.002613113,0.01786984,0.005133807,0.01256019,0.01982755],"category_scores_gemma":[0.03485147,0.001711764,0.001857647,0.009505792,0.00758152,0.03635623,0.004972785,0.008322954,0.004437591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003239792,"about_ca_system_score_gemma":0.008833296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005568797,"about_ca_topic_score_gemma":0.004012486,"domain_scores_codex":[0.9920671,0.003761974,0.0005828783,0.001099095,0.001775709,0.0007131222],"domain_scores_gemma":[0.9026583,0.07129664,0.002070782,0.003700519,0.01678256,0.003491147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006606473,0.001342124,0.005376609,0.0174354,0.0001877018,0.0006849647,0.004809948,0.008165849,0.00425946,0.3244836,0.07124091,0.5613527],"study_design_scores_gemma":[0.0002479181,0.001305539,0.003671696,0.01669263,0.000196041,0.001499669,0.01720816,0.04664894,0.005245307,0.3777433,0.5291572,0.0003836236],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01129931,0.6603137,0.1032097,0.1771975,0.003714391,0.0005822927,0.0006712796,0.001155502,0.04185637],"genre_scores_gemma":[0.07806718,0.6930047,0.2019282,0.008596498,0.00758295,0.001432597,0.001611264,0.0003520774,0.007424615],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02080398,"threshold_uncertainty_score":0.1100233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1475498341706475,"score_gpt":0.4169134611412503,"score_spread":0.2693636269706028,"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."}}