{"id":"W3048758719","doi":"","title":"ReUse: A Recommendation System for Implementing User Stories","year":2016,"lang":"en","type":"article","venue":"International Conference on Software Engineering Advances","topic":"Persona Design and Applications","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Concordia University","funders":"","keywords":"Reuse; Computer science; Recommender system; World Wide Web; Engineering; Waste management","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":[0.0001540153,0.0001152274,0.0000921359,0.00009555527,0.00008718073,0.0001147913,0.0007339053,0.00002719193,0.00002028011],"category_scores_gemma":[0.000273442,0.00009074414,0.00004140922,0.00008745009,0.00001053895,0.0006629405,0.00009805012,0.00004302216,0.00002157899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001352594,"about_ca_system_score_gemma":0.00003144239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002098181,"about_ca_topic_score_gemma":0.000001870987,"domain_scores_codex":[0.999171,0.000008986695,0.000180822,0.0002854623,0.0001629084,0.000190865],"domain_scores_gemma":[0.9991766,0.0002352914,0.00008870321,0.0002530357,0.0002010352,0.00004539905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000109325,0.0000205143,0.0002999552,0.00002970941,0.00003033365,8.738364e-7,0.0001451539,0.00009649837,0.004779246,0.825727,0.00104226,0.1678175],"study_design_scores_gemma":[0.0008002899,0.0000909867,0.0005877465,0.0003874712,0.000006193774,0.00001121353,0.0001296854,0.02842622,0.01014599,0.002377521,0.9566008,0.000435901],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001096587,0.00002299225,0.994918,0.002158131,0.000882712,0.0001414592,0.00004993489,0.0004600848,0.0002701129],"genre_scores_gemma":[0.7268919,0.00003738368,0.2719271,0.00006839883,0.0001843038,0.0003288,0.00001963127,0.00001354322,0.0005289993],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9555585,"threshold_uncertainty_score":0.3700438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04073145796356365,"score_gpt":0.3041433479617487,"score_spread":0.2634118899981851,"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."}}