{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00147168,0.001771178,0.001098059,0.005377205,0.000963546,0.002002736,0.001983135,0.001877749,0.02355503],"category_scores_gemma":[0.009804006,0.0008703488,0.001136952,0.003209581,0.0002138786,0.004248307,0.001999393,0.0009970512,0.01389236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005983168,"about_ca_system_score_gemma":0.0008346237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01085624,"about_ca_topic_score_gemma":0.02302822,"domain_scores_codex":[0.9988393,0.0002517538,0.000159323,0.0002230277,0.0004578367,0.00006877285],"domain_scores_gemma":[0.9956578,0.00143824,0.0002897768,0.001309408,0.0009807519,0.0003241362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00167812,0.0007912454,0.01120142,0.001113615,0.0004457756,0.000708566,0.001285374,0.002154059,0.01549057,0.002888572,0.1960001,0.7662424],"study_design_scores_gemma":[0.001034324,0.001669772,0.02523043,0.0006825192,0.001553404,0.002558237,0.002486484,0.3425087,0.05956384,0.0148214,0.5472264,0.0006645275],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06941659,0.002280104,0.5065657,0.001640706,0.0003706621,0.001636588,0.02636047,0.3705453,0.02118388],"genre_scores_gemma":[0.1797316,0.001857938,0.6740185,0.0007863974,0.0002273307,0.001212136,0.0740125,0.01008314,0.05807038],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02355503,"threshold_uncertainty_score":0.07879949,"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."}}