{"id":"W2042380289","doi":"10.1109/ccece.2010.5575202","title":"Specification-based test oracles with JUnit","year":2010,"lang":"en","type":"article","venue":"","topic":"Software Testing and Debugging Techniques","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Memorial University of Newfoundland","keywords":"Computer science; Oracle; Test Management Approach; Test case; Test harness; Software engineering; Programming language; Process (computing); Test (biology); Unit testing; Software; Software development; Software construction","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01055061,0.001927957,0.0009528112,0.002071422,0.0007004604,0.004205166,0.004033227,0.001476332,0.01120629],"category_scores_gemma":[0.02631654,0.00141564,0.001576119,0.001383363,0.002283471,0.005032488,0.003700843,0.003164122,0.003717611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001125292,"about_ca_system_score_gemma":0.001371789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001731334,"about_ca_topic_score_gemma":0.001885488,"domain_scores_codex":[0.9918936,0.002568146,0.001036361,0.00106036,0.002867571,0.0005738739],"domain_scores_gemma":[0.9789224,0.009224772,0.001521363,0.007299664,0.002579801,0.0004520011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004238422,0.0008692933,0.01401442,0.001718719,0.0004666608,0.002821877,0.002162789,0.1027661,0.03000904,0.225967,0.05768885,0.5572768],"study_design_scores_gemma":[0.0006765827,0.0007271713,0.001952689,0.0004249958,0.0002575779,0.001819943,0.0002178213,0.6317729,0.1137027,0.1152936,0.1328333,0.0003206487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008196075,0.0001896563,0.8947444,0.0001622962,0.0001134301,0.0001793142,0.0005572507,0.08873682,0.007120806],"genre_scores_gemma":[0.3022062,0.0004217463,0.6516496,0.0005168666,0.0001555733,0.0007752537,0.006185276,0.02855852,0.009530975],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01120629,"threshold_uncertainty_score":0.05579758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01030708878419913,"score_gpt":0.2239426817707521,"score_spread":0.213635592986553,"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."}}