{"id":"W4226424525","doi":"10.2139/ssrn.4074766","title":"Exploring Classification of Software Bug Reports Towards Mobile Applications","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Mobile and Web Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Software bug; Software; Software engineering; 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":[0.001299801,0.0001005987,0.000137212,0.0001628967,0.0005585608,0.0000440609,0.0007908599,0.00002104882,0.00002631961],"category_scores_gemma":[0.00001563666,0.0001053948,0.0001080353,0.0006948453,0.00002685689,0.000408342,0.0002251706,0.0008968911,0.000007761175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000624951,"about_ca_system_score_gemma":0.001880151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003433149,"about_ca_topic_score_gemma":0.00001813043,"domain_scores_codex":[0.9979438,0.00006954189,0.000443392,0.0003050464,0.0004244746,0.0008137678],"domain_scores_gemma":[0.9986772,0.00003571592,0.0004004017,0.0006898541,0.0001283814,0.00006844677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004081579,0.0002356906,0.0009083799,0.00000796209,0.0000531929,0.000003021078,0.0003796568,0.001105103,0.00263096,0.5137146,0.000155302,0.4808021],"study_design_scores_gemma":[0.0005302943,0.0007910066,0.006088913,0.00001207659,0.00006166328,0.003746664,0.004122377,0.00264889,0.003121553,0.7286455,0.2496092,0.0006218714],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04831978,0.0009177346,0.949069,0.0004560448,0.0001519609,0.0004500842,0.000003371815,0.0001113527,0.0005207244],"genre_scores_gemma":[0.9927177,0.0008246764,0.003410478,0.00003618352,0.0001042376,0.002577946,0.000009366874,0.00001359255,0.0003058471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9456584,"threshold_uncertainty_score":0.4297875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0358048947221751,"score_gpt":0.2591748910236004,"score_spread":0.2233699963014253,"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."}}