{"id":"W113755528","doi":"10.1524/itit.2009.0534","title":"Science and Smart GraphicsWissenschaft und intelligente Grafiken","year":2009,"lang":"en","type":"article","venue":"it - Information Technology","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Graphics; Field (mathematics); Variety (cybernetics); Computer graphics; Scholarship; Data science; Human–computer interaction; Informatics; Analytics; Interdisciplinarity; Multimedia; Artificial intelligence; Computer graphics (images); Engineering; Sociology; Social science; Political science","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":[0.0003809173,0.00008857048,0.0000930355,0.001553739,0.0002018915,0.0002921518,0.0008170109,0.00008453494,0.000005022865],"category_scores_gemma":[0.0002653899,0.000083689,0.00001427692,0.003062114,0.0002948324,0.002608396,0.0002176514,0.0001196047,0.0001014607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002893163,"about_ca_system_score_gemma":0.0001064706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003111046,"about_ca_topic_score_gemma":0.000003045338,"domain_scores_codex":[0.9990788,0.000006439252,0.0002725292,0.0001481232,0.0002806206,0.0002135152],"domain_scores_gemma":[0.9990727,0.00001136427,0.0001126908,0.0004151526,0.0003211179,0.00006697807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[5.871635e-7,0.00001013102,0.0001100196,0.000003463115,0.000002555517,6.687844e-7,0.00019934,0.000004243001,0.0001265635,0.9053468,0.001669686,0.09252599],"study_design_scores_gemma":[0.0004416089,0.0003936084,0.001503674,0.0000404766,0.00001212076,0.0001007056,0.0005473098,0.2079486,0.01447153,0.1312308,0.6428622,0.0004474492],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004519301,0.0000734003,0.9669859,0.02001421,0.0001781241,0.0001435258,0.000003870314,0.0006230361,0.00745858],"genre_scores_gemma":[0.9775702,0.0002106609,0.0156297,0.006456937,0.000009107439,0.000002652765,0.00001326672,0.00000244546,0.000104984],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.973051,"threshold_uncertainty_score":0.3412738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166043033236617,"score_gpt":0.2933244248048341,"score_spread":0.2816639944724679,"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."}}