{"id":"W4409796923","doi":"10.1109/apsec65559.2024.00034","title":"Integrating Feedback From Application Reviews Into Software Development","year":2024,"lang":"en","type":"article","venue":"","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Computer science; Software engineering; Software development; Software; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02033851,0.001550423,0.001331673,0.007620665,0.000849486,0.003148447,0.001139476,0.0009548036,0.001007642],"category_scores_gemma":[0.1797064,0.0007002385,0.0004964544,0.003260938,0.0003646085,0.002758908,0.001736118,0.001157412,0.001063012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001058458,"about_ca_system_score_gemma":0.002948662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003430298,"about_ca_topic_score_gemma":0.01054756,"domain_scores_codex":[0.9673873,0.01498521,0.003464763,0.002818892,0.01067069,0.000673207],"domain_scores_gemma":[0.6948466,0.180302,0.04097661,0.01245095,0.06900144,0.002422393],"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":[0.0004926132,0.0005288645,0.161649,0.002505749,0.0002393193,0.0005360475,0.00670018,0.003579703,0.01671824,0.0005070402,0.007893687,0.7986496],"study_design_scores_gemma":[0.0002010853,0.004558404,0.6455885,0.002811993,0.0008436795,0.001988358,0.008290788,0.2017609,0.05744006,0.007578386,0.06822313,0.0007147249],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7643582,0.004223465,0.1990248,0.002216677,0.0005909891,0.003658334,0.004251288,0.009515357,0.01216086],"genre_scores_gemma":[0.8320425,0.001177747,0.1576235,0.0005361732,0.0003352459,0.00103127,0.002800749,0.0004938146,0.003959202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02033851,"threshold_uncertainty_score":0.1075616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746651343058316,"score_gpt":0.2802806463577764,"score_spread":0.2628141329271933,"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."}}