{"id":"W4200236589","doi":"10.1109/tvcg.2021.3114891","title":"Preface","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Visualization and Computer Graphics","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Computer science; Visualization; Graphics; Computer graphics (images); Computer graphics; Library science; Data visualization; World Wide Web; 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":[0.00140807,0.0009628935,0.0007435338,0.002258342,0.002085818,0.003936065,0.001337886,0.001576159,0.604178],"category_scores_gemma":[0.009344569,0.0003123918,0.0005688355,0.001632143,0.0004926461,0.003028059,0.001919235,0.002771453,0.4484268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001623913,"about_ca_system_score_gemma":0.002185771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002956983,"about_ca_topic_score_gemma":0.003882172,"domain_scores_codex":[0.9991228,0.0001068866,0.00006351015,0.0001453052,0.0004747346,0.00008673278],"domain_scores_gemma":[0.9947487,0.0006717389,0.0001753922,0.0003543364,0.003080891,0.0009689249],"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":[0.00001450223,0.00001057403,0.00004669801,0.00005292329,8.413645e-7,0.00002004098,0.0000267576,0.00002414592,0.00006237892,0.001427903,0.9753144,0.02299886],"study_design_scores_gemma":[0.000003068398,0.0000108702,0.0001767631,0.0000728352,9.515838e-7,0.0000384423,0.00003975586,0.00001795776,0.00004202003,0.0009400703,0.9986544,0.000002792159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001178975,0.0086329,0.004231271,0.04048219,0.2175099,0.0005728624,0.01341975,0.002025499,0.7119465],"genre_scores_gemma":[0.003960236,0.004691905,0.001653126,0.007588682,0.02735702,0.000229007,0.009067882,0.0008559063,0.9445964],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.604178,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01966420621856566,"score_gpt":0.2965961809116931,"score_spread":0.2769319746931275,"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."}}