{"id":"W39042619","doi":"10.1371/journal.pgph.0003496","title":"Innovations in visualization","year":2013,"lang":"en","type":"article","venue":"Graphics Interface","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Visualization; Focus (optics); Information visualization; Data science; Human–computer interaction; World Wide Web; Everyday life; Data visualization; Internet privacy; Multimedia; Artificial intelligence; Epistemology","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":[0.0001436278,0.00007325575,0.00007304793,0.0003584608,0.00004311851,0.0002134059,0.0004774126,0.00004218352,0.00007508752],"category_scores_gemma":[0.00007271017,0.00007278469,0.00001736817,0.00192048,0.00002875243,0.0007718318,0.0001399824,0.00008488692,0.0002030849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001705982,"about_ca_system_score_gemma":0.00002237221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006512654,"about_ca_topic_score_gemma":0.00003685922,"domain_scores_codex":[0.9992673,0.00003335119,0.0002291766,0.0001903001,0.000142388,0.0001375068],"domain_scores_gemma":[0.9994123,0.00002728369,0.00005700126,0.0003084925,0.0001600382,0.00003488646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[1.860449e-7,0.00004655756,0.002580001,0.000004556828,0.00000333827,4.451746e-7,0.0002667781,0.0001120053,0.000317745,0.9896103,0.005415968,0.001642092],"study_design_scores_gemma":[0.0003127063,0.00004294462,0.00967356,0.00004372297,0.000001977296,0.000003702698,0.0001117306,0.8966186,0.002656099,0.07336146,0.01690572,0.0002677843],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01753798,0.00002300895,0.9792432,0.0009773233,0.0001500204,0.0001027478,0.000001459262,0.0001109029,0.001853325],"genre_scores_gemma":[0.9956011,0.00002434214,0.003065074,0.0009855782,0.00001090826,0.00001225937,0.00001344656,0.000005924123,0.0002814241],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.978063,"threshold_uncertainty_score":0.2968074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02824150850707819,"score_gpt":0.3221411870749466,"score_spread":0.2938996785678684,"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."}}