{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003671087,0.001755613,0.001444818,0.003541255,0.001513011,0.01145296,0.005453799,0.004732576,0.6090482],"category_scores_gemma":[0.02589859,0.001058634,0.002267195,0.004245411,0.00155006,0.009312903,0.007482315,0.003128084,0.42036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001217198,"about_ca_system_score_gemma":0.003095027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00231896,"about_ca_topic_score_gemma":0.002254962,"domain_scores_codex":[0.9959863,0.0009966765,0.0003738053,0.000830608,0.001433541,0.0003791181],"domain_scores_gemma":[0.9899379,0.002765279,0.0004198748,0.003368874,0.002471766,0.001036412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001093425,0.00004355886,0.0003609809,0.0008566197,0.00003924444,0.0001755868,0.0003135873,0.0005952221,0.0008776396,0.03011728,0.748464,0.2180469],"study_design_scores_gemma":[0.00002169659,0.00001318731,0.0001761393,0.0002176759,0.00001021278,0.0001521561,0.00009389225,0.001015636,0.0003772864,0.01678851,0.9811115,0.00002211317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00167653,0.006399798,0.2604088,0.0115866,0.01950172,0.001161537,0.02868812,0.1856714,0.4849054],"genre_scores_gemma":[0.04115859,0.01058179,0.2598296,0.009615378,0.007761644,0.002082867,0.04599432,0.06183906,0.5611367],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6090482,"threshold_uncertainty_score":0.5576453,"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."}}