{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005583895,0.0001232144,0.0001048532,0.0001214253,0.0002726256,0.0001464986,0.0001853862,0.00005977635,0.000008980356],"category_scores_gemma":[9.861654e-7,0.0001319102,0.00005807889,0.0007538993,0.00003748056,0.0002655539,0.000006259216,0.0001126334,0.000008479098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001368902,"about_ca_system_score_gemma":0.00004470888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001480948,"about_ca_topic_score_gemma":0.000002834666,"domain_scores_codex":[0.9990724,0.00004967226,0.0001835017,0.0003749524,0.0001891274,0.0001303009],"domain_scores_gemma":[0.999308,0.00007018715,0.00004909309,0.0003004408,0.0001869759,0.00008528899],"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":[0.000001247442,0.0001188963,0.000003968497,0.000006884955,0.00001151508,0.000003037256,0.000109624,0.001513254,0.00003608871,0.9813303,0.0001475021,0.01671763],"study_design_scores_gemma":[0.0002145569,0.00007218915,0.0001351573,0.00002008709,0.000006915344,0.00004651947,0.000006748764,0.9577883,0.01031621,0.02208195,0.009120399,0.0001908894],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0008607124,0.0000391313,0.9979849,0.0002689813,0.0001959827,0.0001063455,0.000004650632,0.0003977246,0.0001415856],"genre_scores_gemma":[0.9093774,0.0004437536,0.08529417,0.00443966,0.00005480979,0.00006490525,0.00001192409,0.00002043005,0.0002929399],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9592484,"threshold_uncertainty_score":0.5379143,"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."}}