{"id":"W4389544166","doi":"10.1109/icsme58846.2023.00074","title":"StaticTracker: A Diff Tool for Static Code Warnings","year":2023,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Commit; Computer science; Static analysis; Code (set theory); Source code; Static program analysis; Software; Software bug; Software quality; Detector; Software engineering; Programming language; Computer security; Operating system; Software development; Database","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":[0.005547473,0.004228575,0.001689687,0.008567248,0.0009762322,0.002305689,0.005215596,0.002728961,0.02637202],"category_scores_gemma":[0.03226924,0.002749122,0.002516494,0.003288243,0.001200504,0.006737241,0.005516759,0.003665575,0.01877713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00103698,"about_ca_system_score_gemma":0.002943602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004577483,"about_ca_topic_score_gemma":0.005777991,"domain_scores_codex":[0.9939141,0.0009134695,0.000815145,0.001460242,0.002473913,0.00042306],"domain_scores_gemma":[0.9808498,0.008899899,0.002703251,0.004063809,0.002935869,0.0005474309],"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":[0.001394892,0.0003168694,0.01626395,0.00243364,0.0002639316,0.0007206585,0.001072656,0.005773208,0.01479097,0.007280806,0.3897955,0.559893],"study_design_scores_gemma":[0.001350298,0.0009368841,0.01909736,0.001241455,0.0004056393,0.002273592,0.0005348595,0.3018495,0.1262543,0.03546426,0.5092992,0.001292721],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.00416219,0.0005111332,0.1430454,0.0002635923,0.0002607386,0.0002006219,0.006841975,0.8423294,0.002384907],"genre_scores_gemma":[0.1124084,0.0009958283,0.6071234,0.001631013,0.0003244644,0.001217413,0.04975544,0.2056573,0.02088677],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.02637202,"threshold_uncertainty_score":0.08822316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02813284726236306,"score_gpt":0.305631115964871,"score_spread":0.2774982687025079,"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."}}