{"id":"W4249730870","doi":"10.1007/978-1-4614-6170-8_110035","title":"Network Workbench Tool","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":24,"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":[0.0007428026,0.001566835,0.0006835825,0.002849671,0.0008072293,0.002535215,0.002679094,0.0007857198,0.2365738],"category_scores_gemma":[0.002371043,0.0008452273,0.0007554096,0.001636687,0.0002924697,0.003253598,0.001942608,0.001807608,0.1048822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006202118,"about_ca_system_score_gemma":0.0008962713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001896694,"about_ca_topic_score_gemma":0.003350146,"domain_scores_codex":[0.9994486,0.00006674226,0.00003325909,0.00009054098,0.000308808,0.00005211066],"domain_scores_gemma":[0.9992135,0.0002704999,0.00002343337,0.0002023796,0.0002336826,0.00005646471],"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":[0.0000962221,0.0001012815,0.0003143612,0.0004806533,0.00002864352,0.0001898426,0.0002858214,0.003218336,0.006561274,0.06363042,0.5351555,0.3899376],"study_design_scores_gemma":[0.00002621036,0.00001821061,0.0001612065,0.0001234513,0.00001823254,0.0002354821,0.00006081991,0.007333473,0.006977112,0.017673,0.9673427,0.00003006288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.002015702,0.0007019704,0.5292469,0.0004769131,0.0006022867,0.0003517618,0.01107956,0.09302455,0.3625003],"genre_scores_gemma":[0.02399619,0.002026253,0.2713158,0.0006538747,0.0002577379,0.001017595,0.03401441,0.03376541,0.6329527],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.2365738,"threshold_uncertainty_score":0.7914182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239260702345182,"score_gpt":0.2037875046950676,"score_spread":0.1913948976716158,"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."}}