{"id":"W2109548412","doi":"10.1109/wcre.2012.55","title":"An Empirical Study of the Effect of File Editing Patterns on Software Quality","year":2012,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Software; Quartile; Software bug; Quality (philosophy); Software quality; Empirical research; World Wide Web; Software development; Database; Operating system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00110429,0.00008417429,0.0001585453,0.00004894121,0.00003987514,0.0000164961,0.0008586295,0.00003291411,0.0001089414],"category_scores_gemma":[0.001697096,0.00004943394,0.00004889815,0.000260906,0.00001841002,0.0001774391,0.0002920617,0.000154335,0.000007166955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002512561,"about_ca_system_score_gemma":0.00001378105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001587948,"about_ca_topic_score_gemma":0.000008951096,"domain_scores_codex":[0.9984492,0.0003933077,0.0001887207,0.0001651372,0.0005720293,0.0002316161],"domain_scores_gemma":[0.9962745,0.00270569,0.00005812089,0.0008410476,0.00004538293,0.00007526259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003104125,0.000217714,0.9945067,0.00003190696,0.000008047589,2.89398e-7,0.0009949614,0.0001368569,0.00004285394,0.00001524718,0.0005786016,0.003463759],"study_design_scores_gemma":[0.0002011554,0.0008026868,0.9900917,0.0000182725,0.000001953572,6.402396e-7,0.00006325664,0.0007406974,0.008009733,0.000002702869,0.00001421631,0.00005299754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9509603,0.000003239908,0.04841478,0.00001890726,0.0002440824,0.0002147338,0.00001105494,0.0001069953,0.00002587766],"genre_scores_gemma":[0.9984177,3.747014e-8,0.001432607,0.00001671371,0.00008705678,0.00001864262,0.000001070993,0.000006462473,0.00001975254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04745733,"threshold_uncertainty_score":0.2031705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03710189101573183,"score_gpt":0.369679927831994,"score_spread":0.3325780368162622,"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."}}