{"id":"W3215623317","doi":"","title":"Exploring a Multi-focus Visual Comparison of Dynamic Graphs","year":2020,"lang":"en","type":"article","venue":"IEEE Visualization","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Focus (optics); Computer science; 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":[0.0001261888,0.0001570556,0.0002626199,0.0001911533,0.00008534124,0.0001072226,0.0005075203,0.00004909365,0.00001225404],"category_scores_gemma":[0.0001211062,0.0001643599,0.0000739784,0.001498228,0.00004035888,0.0009819777,0.000108941,0.00007214029,0.00004747237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002455577,"about_ca_system_score_gemma":0.00004472822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001343124,"about_ca_topic_score_gemma":0.00001494144,"domain_scores_codex":[0.9984561,0.00009242124,0.0005037185,0.0003684644,0.0003837475,0.0001955948],"domain_scores_gemma":[0.9991333,0.00005150922,0.0002559281,0.0002467876,0.0001713022,0.0001411508],"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":[0.000230026,0.003792142,0.0170095,0.0007857335,0.0003808049,0.00002416171,0.04278896,0.0149453,0.1204237,0.6010464,0.003936751,0.1946365],"study_design_scores_gemma":[0.0007551595,0.0002105341,0.0005712184,0.00002553113,0.00001476613,3.967388e-7,0.0001914579,0.9723259,0.02509933,0.00007053999,0.0005479556,0.0001871626],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04437901,0.0000541646,0.9545166,0.0001798781,0.0004151796,0.0001258419,0.000007565008,0.0002653182,0.00005643101],"genre_scores_gemma":[0.9933848,0.0000667284,0.006245448,0.0001787002,0.00003389804,0.000009789471,0.00004807376,0.00001935013,0.00001325146],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9573807,"threshold_uncertainty_score":0.6702402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.158509569031438,"score_gpt":0.380665560077692,"score_spread":0.222155991046254,"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."}}