{"id":"W1969968931","doi":"10.1145/1897239.1897249","title":"Visual analytics and human-computer interaction","year":2011,"lang":"en","type":"article","venue":"interactions","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Citation; Analytics; Computer science; Visual analytics; World Wide Web; Data science; Visualization; 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":[0.002449563,0.0009957303,0.0006766475,0.003523815,0.00111258,0.01378715,0.0008269587,0.002090282,0.05320346],"category_scores_gemma":[0.01268626,0.0004370231,0.0007158015,0.003578692,0.004277674,0.008776926,0.003392837,0.001575972,0.01193014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001509337,"about_ca_system_score_gemma":0.00148649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003633497,"about_ca_topic_score_gemma":0.002657286,"domain_scores_codex":[0.9972681,0.001268527,0.0001559682,0.0004145522,0.0007254189,0.0001674431],"domain_scores_gemma":[0.9934859,0.00386244,0.0003673767,0.0007511148,0.001157103,0.0003761888],"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":[0.0001925725,0.00009142502,0.002494086,0.002245273,0.0001577095,0.0002965393,0.005415274,0.003098232,0.003604394,0.2284478,0.189734,0.5642227],"study_design_scores_gemma":[0.00005444124,0.00009799039,0.004830026,0.001565213,0.00008653058,0.0007129786,0.004487746,0.009362548,0.002323975,0.4103326,0.5660487,0.00009724229],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02296786,0.1703715,0.2832055,0.05369631,0.00454584,0.0003730108,0.002384354,0.008377782,0.4540779],"genre_scores_gemma":[0.5408626,0.1270808,0.1244082,0.006876801,0.004411382,0.0005762431,0.003765925,0.003038558,0.1889794],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05320346,"threshold_uncertainty_score":0.1779833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06994976833430198,"score_gpt":0.3671007931153852,"score_spread":0.2971510247810832,"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."}}