{"id":"W4367848884","doi":"10.32920/22734338.v1","title":"ImmerVol: An Immersive Volume Visualization System","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Visualization; Volume rendering; Computer science; Rendering (computer graphics); Computer graphics (images); Opacity; Artificial intelligence; Computer vision; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005895642,0.0003844877,0.0004131864,0.0007251531,0.0001814075,0.0009004317,0.002308158,0.0003786984,0.0000130732],"category_scores_gemma":[0.00001416044,0.0003949735,0.0002049403,0.0008873321,0.00003535522,0.0004857912,0.00319339,0.0002926187,0.0001175403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001284736,"about_ca_system_score_gemma":0.0001755766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000501151,"about_ca_topic_score_gemma":0.0000245462,"domain_scores_codex":[0.9971012,0.0002142306,0.0005972541,0.001198402,0.00053774,0.0003511891],"domain_scores_gemma":[0.997222,0.00003754396,0.000368023,0.001678724,0.0005094385,0.0001842725],"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":[0.000001171881,0.00005113044,0.0003843349,0.0002058638,0.00003935063,0.00001459023,0.0005955488,0.0001728657,0.00002476193,0.9903088,0.006945129,0.001256514],"study_design_scores_gemma":[0.00009069411,0.0001000827,0.0009657631,0.0001948465,0.00001430143,0.000006269063,0.0001061423,0.9840394,0.0009051238,0.01139701,0.00166375,0.0005166662],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0007279795,0.00005519222,0.9912056,0.0002008386,0.002127053,0.0005597944,0.00001439046,0.004425041,0.0006841378],"genre_scores_gemma":[0.9508303,0.0002066201,0.04386488,0.0006153789,0.0006185682,0.00031003,0.0006650501,0.0001672004,0.002721909],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9838665,"threshold_uncertainty_score":0.9998502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04448220778484526,"score_gpt":0.3263207212191631,"score_spread":0.2818385134343178,"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."}}