{"id":"W6999429681","doi":"","title":"A Comprehensive Study on Quality Aspects and Industry Perspective in Backporting","year":2024,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Software Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Software quality analyst; Software quality; Software quality control; Quality (philosophy); Software quality assurance; Quality assurance; Software quality management; Software maintenance; Software; Technical debt","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009254954,0.0004787758,0.00023264,0.005222593,0.001497706,0.005350577,0.0009728627,0.00108822,0.003617219],"category_scores_gemma":[0.03444035,0.0003870635,0.0006018976,0.008432455,0.003119878,0.009512871,0.002611594,0.002138374,0.0005449893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004188751,"about_ca_system_score_gemma":0.003415463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004541492,"about_ca_topic_score_gemma":0.004130697,"domain_scores_codex":[0.9912235,0.001785498,0.0005526809,0.001005505,0.004743874,0.0006889777],"domain_scores_gemma":[0.9441893,0.02542073,0.01079689,0.004349203,0.01350373,0.001740166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001288229,0.0003126384,0.1333458,0.002175412,0.00009718227,0.001129035,0.04062366,0.004441496,0.006584747,0.1747817,0.01009646,0.6262831],"study_design_scores_gemma":[0.00003037942,0.0008106864,0.3816445,0.005289451,0.0002647842,0.003028703,0.05438913,0.01432652,0.008878578,0.06407417,0.4670276,0.0002355518],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6819756,0.03099904,0.1039692,0.01235842,0.0004634912,0.0003551522,0.0003864955,0.0004980369,0.1689946],"genre_scores_gemma":[0.9530055,0.01185601,0.02427889,0.001057549,0.0001647095,0.0001010581,0.0003435052,0.0001936605,0.008999095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009254954,"threshold_uncertainty_score":0.04894543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01957136911548862,"score_gpt":0.2516657649172314,"score_spread":0.2320943958017427,"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."}}