{"id":"W1581192214","doi":"10.1002/9780470382844.ch13","title":"System Test Execution","year":2008,"lang":"en","type":"other","venue":"","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Test (biology); Computer science; Product (mathematics); Preparedness; Tracking (education); Software engineering; Reliability engineering; Engineering; Psychology; Management; Mathematics","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":[0.00001639134,0.0001025288,0.0001127276,0.00006192057,0.000009738825,0.000006387752,0.00004656801,0.0001776886,0.000455588],"category_scores_gemma":[0.000008567917,0.00009153448,0.00002811944,0.00005674022,0.00001283133,0.000016763,0.000004662219,0.00005845792,0.0004316847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006981717,"about_ca_system_score_gemma":0.00000542802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006011857,"about_ca_topic_score_gemma":0.00002357446,"domain_scores_codex":[0.9996789,0.000002971622,0.00008203846,0.00008818678,0.00005653453,0.00009142192],"domain_scores_gemma":[0.9997899,0.000007624494,0.00001507998,0.0001565479,0.000008786404,0.00002205015],"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":[1.431683e-7,0.000003634995,0.000005148904,0.0002294911,0.000006886406,0.00000197085,0.000005722674,0.006152321,0.00000866721,0.0005919226,0.9927212,0.0002728829],"study_design_scores_gemma":[0.00007320012,0.000006752575,0.000007419615,0.0002234414,0.000007152811,0.00001190473,0.00001821738,0.05371661,0.00004549153,0.000003156364,0.94572,0.0001666764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[5.245375e-7,0.0002844484,0.05502042,0.000004335162,0.0004062946,0.0001325468,0.000009355586,0.002011908,0.9421301],"genre_scores_gemma":[0.00174114,0.001326635,0.003420547,0.000007412148,0.0001973597,0.00001894399,0.00004322332,0.0003004963,0.9929442],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05159988,"threshold_uncertainty_score":0.5548577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003782537973981304,"score_gpt":0.1603867050418665,"score_spread":0.1566041670678852,"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."}}