{"id":"W2166881673","doi":"10.1109/snpd.2009.55","title":"A Tool Suite for Java Program Tracing and Feature Location","year":2009,"lang":"en","type":"article","venue":"","topic":"Software Testing and Debugging Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algoma University","funders":"Algoma University","keywords":"Suite; Java; Debugging; Computer science; Programmer; Tracing; Programming language; Feature (linguistics); TRACE (psycholinguistics); Source code; Call graph; Focus (optics); Operating system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001696481,0.00006356825,0.0000626891,0.0000411024,0.00007355355,0.0001629181,0.0001526555,0.00004148807,2.645361e-7],"category_scores_gemma":[0.0001560997,0.00005220986,0.00001678105,0.0001674203,0.000009038659,0.0001360153,0.00002000135,0.00004424229,7.654014e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009601162,"about_ca_system_score_gemma":0.0000172085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005845636,"about_ca_topic_score_gemma":0.000001191058,"domain_scores_codex":[0.999539,0.000007551985,0.00006634311,0.0001902529,0.0000671266,0.0001297554],"domain_scores_gemma":[0.9995872,0.00009617784,0.00002536922,0.0001920646,0.00007125789,0.00002788541],"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":[0.000001774681,0.00002875644,0.0003454307,0.00001083536,0.000001060181,7.255347e-7,0.0001458536,0.000003360865,0.00006384943,0.006909137,0.01497695,0.9775122],"study_design_scores_gemma":[0.0007459262,0.001960471,0.04247275,0.0002286127,0.00001653517,0.0001553724,0.000009093702,0.5787782,0.005992443,0.3598468,0.009090994,0.0007027944],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007373678,0.00009979081,0.9785114,0.002179293,0.00003120633,0.0003742482,2.077682e-7,0.01103639,0.0003937798],"genre_scores_gemma":[0.4298197,8.01256e-7,0.5695592,0.0003982156,0.00002049619,0.00002362408,7.512171e-7,0.000001875396,0.0001752976],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9768094,"threshold_uncertainty_score":0.2129056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639927382334504,"score_gpt":0.291218842187196,"score_spread":0.274819568363851,"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."}}