{"id":"W2739015512","doi":"","title":"Combining Qualitative and Quantitative Software Process Evaluation: A Proposed Approach","year":2016,"lang":"en","type":"article","venue":"Roczniki Kolegium Analiz Ekonomicznych","topic":"Software Engineering Research","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université du Québec à Montréal","funders":"","keywords":"Capability Maturity Model Integration; Computer science; Personal software process; Software engineering; Process (computing); Software Engineering Process Group; Software development process; Software development; Scope (computer science); Software; Verification and validation; Software project management; Process management; Software construction; Engineering; Operations management; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002419021,0.00035258,0.000415346,0.0003769025,0.0002461229,0.0002638135,0.0009948098,0.0001289261,0.00002286104],"category_scores_gemma":[0.002097148,0.0002723021,0.00008652366,0.0007138968,0.0002251081,0.001205051,0.0003361843,0.0002225307,0.00006671662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002754233,"about_ca_system_score_gemma":0.0004827149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003979047,"about_ca_topic_score_gemma":0.000006924639,"domain_scores_codex":[0.9965328,0.0004955709,0.0004557729,0.001059193,0.0008101357,0.000646502],"domain_scores_gemma":[0.996252,0.001913164,0.0001915236,0.0007300017,0.0006417575,0.0002715717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007437554,0.001705667,0.07714334,0.001773352,0.001680099,0.00009372167,0.2391898,0.004081425,0.005104032,0.4888751,0.007923339,0.1716864],"study_design_scores_gemma":[0.03254044,0.004871424,0.1373729,0.00260686,0.0004378813,0.0005225896,0.03741867,0.6374717,0.01394074,0.1135369,0.009551434,0.00972851],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1832715,0.0005333303,0.8129507,0.000888967,0.000321046,0.0008206599,0.00001422926,0.0004863634,0.0007131578],"genre_scores_gemma":[0.9355031,0.00001793459,0.06380046,0.00007449136,0.00009949726,0.0002187888,0.00000911839,0.00004410076,0.0002325341],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7522315,"threshold_uncertainty_score":0.9999729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06098973076182307,"score_gpt":0.3610039828450392,"score_spread":0.3000142520832161,"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."}}