{"id":"W23598379","doi":"10.1007/978-3-7908-2127-7_7","title":"Visual Computing an der FH Bonn-Rhein-Sieg","year":2008,"lang":"de","type":"book-chapter","venue":"","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Chemistry; Humanities; Art","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":[0.0009674794,0.001086856,0.0004448055,0.00197538,0.001113282,0.002875132,0.0006332289,0.001748514,0.06676674],"category_scores_gemma":[0.0009521546,0.0005425753,0.0003148531,0.001680354,0.001016796,0.002858852,0.001725678,0.002150277,0.02335022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00221226,"about_ca_system_score_gemma":0.001491194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005563136,"about_ca_topic_score_gemma":0.007909772,"domain_scores_codex":[0.9995202,0.00008421025,0.0000222104,0.0001165514,0.00020463,0.00005236708],"domain_scores_gemma":[0.9994422,0.0001933919,0.00002039841,0.00004275243,0.0001459044,0.0001553371],"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":[0.0000630144,0.00003833881,0.0001488916,0.0004853035,0.00000802422,0.000222575,0.0009193073,0.0007313978,0.002762622,0.1088957,0.5213959,0.3643288],"study_design_scores_gemma":[0.000002643266,0.0000103544,0.0001918286,0.0001424398,0.000001545537,0.0001541255,0.00005259392,0.0002226297,0.0004603886,0.003584455,0.995172,0.000005125371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006142048,0.1901677,0.03672935,0.03309403,0.01228749,0.0001474583,0.0008362306,0.002006425,0.7185893],"genre_scores_gemma":[0.01382411,0.04181799,0.01197106,0.000717818,0.001643492,0.00006310046,0.0003058131,0.0006249952,0.9290316],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06676674,"threshold_uncertainty_score":0.223357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04759769678627447,"score_gpt":0.31707458698411,"score_spread":0.2694768901978355,"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."}}