{"id":"W3096761425","doi":"10.1109/icsme46990.2020.00075","title":"SiblingClassTestDetector: Finding Untested Sibling Functions","year":2020,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Test suite; Implementation; Suite; Set (abstract data type); Open source; Software engineering; Test (biology); Test case; Programming language; Software; Machine learning","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":[0.006921855,0.002779633,0.00107202,0.004281655,0.000861769,0.002025228,0.003552648,0.002084392,0.008570352],"category_scores_gemma":[0.03661781,0.001135182,0.001392502,0.001900635,0.001347729,0.00347496,0.002856971,0.001174114,0.003048936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009370851,"about_ca_system_score_gemma":0.003138623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005278178,"about_ca_topic_score_gemma":0.007924783,"domain_scores_codex":[0.9919125,0.001848317,0.0008120086,0.001720596,0.003010056,0.0006965494],"domain_scores_gemma":[0.9563034,0.02731065,0.004650866,0.005531624,0.005035578,0.001167834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002452512,0.001188926,0.1777508,0.003330597,0.0004818923,0.003657394,0.003695313,0.0161533,0.07718474,0.0121131,0.1825713,0.5194201],"study_design_scores_gemma":[0.001164547,0.00203628,0.07923373,0.0010664,0.0004964585,0.004812784,0.002353379,0.3413258,0.3438653,0.01625656,0.2066772,0.0007114251],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2694947,0.0007885393,0.4708259,0.0008031304,0.0002523305,0.0009670529,0.01139062,0.2381036,0.00737416],"genre_scores_gemma":[0.569178,0.0002704474,0.3670911,0.0007023902,0.00007842581,0.001072943,0.02588287,0.02878779,0.00693606],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008570352,"threshold_uncertainty_score":0.03660673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06061521721568394,"score_gpt":0.2779732345555853,"score_spread":0.2173580173399013,"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."}}