{"id":"W2044304434","doi":"10.1109/mcg.2004.1274074","title":"Editor in chief's message - Following the Ebb and flow at CG&A","year":2004,"lang":"en","type":"article","venue":"IEEE Computer Graphics and Applications","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Editor in chief; Computer science; Computer graphics (images); Management","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":[0.0003184497,0.0001609442,0.0001732192,0.00009467838,0.0004604283,0.0002922206,0.0005658921,0.00007296439,3.771906e-7],"category_scores_gemma":[0.000002163448,0.0001263509,0.00006991284,0.0004945182,0.00008196809,0.0001340713,0.0002461552,0.0001780552,0.00001088364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000223629,"about_ca_system_score_gemma":0.00002876134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005498698,"about_ca_topic_score_gemma":0.00008969993,"domain_scores_codex":[0.9988419,0.00004458551,0.0002448066,0.0004356875,0.0001848575,0.0002481369],"domain_scores_gemma":[0.9991327,0.0001385345,0.00007363135,0.0005242764,0.00003196147,0.0000989299],"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":[0.000008321169,0.0004707011,0.008379076,0.0001403855,0.0001716838,0.00002695123,0.005940143,0.02136154,0.0004886641,0.8969458,0.02748016,0.03858656],"study_design_scores_gemma":[0.002568755,0.0001157269,0.02254022,0.0002332757,0.00004011418,0.0001573805,0.00003781652,0.2561396,0.00009211506,0.07930572,0.6376695,0.001099795],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05961533,0.000514751,0.9363605,0.001417001,0.001476555,0.0003760277,0.00001028767,0.0001091436,0.0001203845],"genre_scores_gemma":[0.9867722,0.00008472436,0.01093425,0.0004802303,0.001554172,0.0001160048,0.00001480229,0.00001067885,0.00003296593],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9271569,"threshold_uncertainty_score":0.5152442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01282888886636727,"score_gpt":0.2413471076665583,"score_spread":0.228518218800191,"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."}}