{"id":"W4300411370","doi":"10.7287/peerj.preprints.2496v2","title":"An exploratory study of the state of practice of performance testing in Java-based open source projects","year":2016,"lang":"en","type":"preprint","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Java; Suite; Test strategy; Software engineering; Test suite; Quality (philosophy); Software performance testing; Task (project management); Integration testing; Test (biology); Unit testing; Exploratory research; Software quality; Process management; Software; Software development; Test case; Systems engineering; Operating system; Engineering; Software construction","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06155797,0.0003790596,0.0005866116,0.003925737,0.002995606,0.005738598,0.002177353,0.001694073,0.001231739],"category_scores_gemma":[0.219543,0.0006633834,0.0002819609,0.00403981,0.009238623,0.008076002,0.006125318,0.002443064,0.0002525907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004290035,"about_ca_system_score_gemma":0.003316064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001809098,"about_ca_topic_score_gemma":0.002289105,"domain_scores_codex":[0.9026242,0.07436674,0.003560107,0.004166092,0.01235797,0.00292481],"domain_scores_gemma":[0.5032297,0.4166662,0.0322829,0.01356264,0.02742455,0.006834034],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001825882,0.0007962156,0.1026576,0.0005784096,0.00003504443,0.0009336799,0.8303602,0.000432459,0.002668673,0.007142968,0.001124789,0.05308746],"study_design_scores_gemma":[0.00005061823,0.001711327,0.2028422,0.001358895,0.00003502285,0.001100782,0.7574547,0.003193994,0.002511012,0.004458421,0.02514426,0.0001387361],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927797,0.0002331523,0.003112944,0.0009394084,0.000008091953,0.00009553487,0.00003606681,0.00001833367,0.002776812],"genre_scores_gemma":[0.9973353,0.0001850616,0.001849906,0.0001422406,0.000009476249,0.0001401123,0.000037501,0.00002276608,0.0002775767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9384421,"threshold_uncertainty_score":0.3255535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0534648066477388,"score_gpt":0.3109361858756257,"score_spread":0.2574713792278869,"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."}}