{"id":"W4287728102","doi":"10.48550/arxiv.2007.01761","title":"The Lack of Shared Understanding of Non-Functional Requirements in\\n Continuous Software Engineering: Accidental or Essential?","year":2020,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Rework; Computer science; Agile software development; Process management; Risk analysis (engineering); Knowledge management; Software engineering; Business","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":[0.05021837,0.0005712909,0.0007721897,0.002585993,0.002547246,0.006823742,0.002324827,0.00176347,0.001246041],"category_scores_gemma":[0.1750305,0.000946732,0.0006668284,0.002325262,0.007227079,0.008230573,0.006961184,0.003073245,0.0002201582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005413502,"about_ca_system_score_gemma":0.009720908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007474056,"about_ca_topic_score_gemma":0.01194173,"domain_scores_codex":[0.9082336,0.05279225,0.006940522,0.005613326,0.02286309,0.003557179],"domain_scores_gemma":[0.6489413,0.2483204,0.06242121,0.01731851,0.01888756,0.00411108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001815335,0.0005296037,0.2866237,0.001705256,0.000141161,0.001546923,0.572404,0.001025756,0.004614173,0.0115895,0.001403762,0.1182346],"study_design_scores_gemma":[0.00003497465,0.0006037167,0.2519815,0.002399933,0.0001464184,0.002094721,0.6876919,0.009625934,0.004212453,0.02164378,0.01934084,0.0002238041],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737994,0.0004039826,0.01858362,0.002387989,0.00003256143,0.0001383968,0.00004515683,0.00005159601,0.004557346],"genre_scores_gemma":[0.9924386,0.0001858841,0.006387713,0.0003856423,0.00001019487,0.0001042644,0.00005359812,0.00002415838,0.000410006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05021837,"threshold_uncertainty_score":0.2655833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1645612976835618,"score_gpt":0.2460601825506305,"score_spread":0.08149888486706874,"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."}}