{"id":"W4231315554","doi":"10.1007/978-1-4939-7131-2_100759","title":"Network Workbench Tool","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Workbench; Computer science; Artificial intelligence","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":[0.0007977742,0.001593645,0.0006916572,0.002931248,0.0008305368,0.002670794,0.00272923,0.0008148542,0.2520086],"category_scores_gemma":[0.002681214,0.0008512739,0.0007909194,0.00168235,0.0002890134,0.00334439,0.00200658,0.001911293,0.1134735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006284452,"about_ca_system_score_gemma":0.0009109792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001749476,"about_ca_topic_score_gemma":0.003073073,"domain_scores_codex":[0.999415,0.0000722578,0.00003656438,0.00009578082,0.0003256084,0.00005470349],"domain_scores_gemma":[0.9991128,0.0003041554,0.00002657194,0.0002321283,0.0002600031,0.00006437555],"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":[0.00009728114,0.0001055963,0.0003198294,0.0005177475,0.00002955746,0.0001867409,0.0002834682,0.003184481,0.005865094,0.06511165,0.5731007,0.3511979],"study_design_scores_gemma":[0.00002622043,0.00001722861,0.0001503932,0.0001201222,0.00001722647,0.0002088924,0.00005610013,0.006524986,0.006099323,0.01837049,0.968381,0.0000280393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.001985928,0.0007083649,0.5008984,0.0005339217,0.000677964,0.0003650696,0.01363181,0.1015038,0.3796948],"genre_scores_gemma":[0.02516099,0.002104722,0.2688088,0.0007428388,0.0003072838,0.001133337,0.04167354,0.04028229,0.6197862],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2520086,"threshold_uncertainty_score":0.8430526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01580981895214425,"score_gpt":0.2161840743719612,"score_spread":0.200374255419817,"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."}}