{"id":"W4238184063","doi":"10.22215/etd/2005-10791","title":"An approach for building and evaluating performance models for component based systems","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Component (thermodynamics); Computer science; Humanities; Art; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006090096,0.002340535,0.001133705,0.003282184,0.0009196497,0.005026162,0.003522543,0.001746852,0.002550871],"category_scores_gemma":[0.02548348,0.001107582,0.002004572,0.002406583,0.0009734445,0.003835698,0.002375061,0.002505333,0.00105164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002690583,"about_ca_system_score_gemma":0.003687951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01236454,"about_ca_topic_score_gemma":0.01125065,"domain_scores_codex":[0.9939756,0.001818438,0.0005053707,0.000412283,0.003060742,0.0002275567],"domain_scores_gemma":[0.9896089,0.004760879,0.0008531681,0.00197698,0.002605136,0.0001949526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001073526,0.0002514001,0.002803835,0.0003775221,0.0002843382,0.0001217142,0.0005073601,0.7908983,0.005895811,0.07161248,0.003077789,0.124062],"study_design_scores_gemma":[0.00002001192,0.0001182224,0.0003338487,0.00006728803,0.0001062587,0.00005653514,0.0001082679,0.9652089,0.003130433,0.02380212,0.007012948,0.00003522147],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008146618,0.0001956371,0.9848405,0.0001861484,0.00004145508,0.0003552726,0.0003941556,0.00235653,0.003483766],"genre_scores_gemma":[0.1222294,0.0003093884,0.874082,0.0000610016,0.0000315389,0.0006420956,0.0009566374,0.000287625,0.001400305],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01236454,"threshold_uncertainty_score":0.03220785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04706232318201675,"score_gpt":0.3267567129971508,"score_spread":0.279694389815134,"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."}}