{"id":"W4242126313","doi":"10.1007/978-1-4614-6170-8_100801","title":"Visual Analytics","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Visual analytics; Computer science; Analytics; Data science; Artificial intelligence; Visualization","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":[0.0004980142,0.001595096,0.0006162263,0.002972824,0.0007006106,0.00534685,0.001562951,0.000879393,0.1534828],"category_scores_gemma":[0.001783787,0.0005689055,0.0007120452,0.002468691,0.0007814025,0.00389308,0.002185966,0.001737313,0.09137978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008358685,"about_ca_system_score_gemma":0.0009115457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002114998,"about_ca_topic_score_gemma":0.002659615,"domain_scores_codex":[0.999523,0.00005715393,0.00001894406,0.00009411918,0.0002712068,0.00003559941],"domain_scores_gemma":[0.9993999,0.0001640378,0.00001591706,0.000130762,0.0002408166,0.0000485891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001759135,0.00002338517,0.00006323258,0.0003326105,0.00001415253,0.00004654486,0.0002478488,0.0009872214,0.002381442,0.09165642,0.4437242,0.4605054],"study_design_scores_gemma":[0.000004251749,0.00000571457,0.0001115139,0.0001713853,0.000006381225,0.00009186305,0.00009664975,0.002095122,0.001198912,0.05756164,0.9386432,0.00001334234],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001034057,0.007065418,0.2992035,0.002120595,0.001512461,0.0001895362,0.001940203,0.01261642,0.6743179],"genre_scores_gemma":[0.01123412,0.009512061,0.08890864,0.001145395,0.0008937587,0.000255687,0.004188986,0.00396403,0.8798973],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1534828,"threshold_uncertainty_score":0.5134512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02963404047050453,"score_gpt":0.2954099495830136,"score_spread":0.265775909112509,"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."}}