{"id":"W4402301191","doi":"10.1109/access.2024.3455937","title":"SaaS Application Maturity Assessment Model","year":2024,"lang":"en","type":"article","venue":"IEEE Access","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University; Wilfrid Laurier University","funders":"","keywords":"Computer science; Capability Maturity Model; Software as a service; Maturity (psychological); Software; Programming language; Software development","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":[0.000213689,0.00007295358,0.00005915409,0.0000629326,0.0000395457,0.0007160301,0.0008709552,0.00004370522,0.000004194314],"category_scores_gemma":[0.000006464511,0.00006587012,0.00002891533,0.0002625445,0.000006529879,0.001452925,0.0001336912,0.0001543656,0.00002230878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003906919,"about_ca_system_score_gemma":0.00004824628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003259298,"about_ca_topic_score_gemma":0.000001478683,"domain_scores_codex":[0.9993866,0.00001182178,0.00009272541,0.0002450194,0.0001523727,0.0001114708],"domain_scores_gemma":[0.9994309,0.00009430265,0.0000224353,0.0003932669,0.00002407307,0.00003504579],"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":[0.000003451886,0.0001097286,0.0004330866,0.0003224129,0.00005387265,0.00004187759,0.0004316647,0.06293848,0.003022844,0.4764058,0.05186325,0.4043735],"study_design_scores_gemma":[0.00001558263,0.000006649292,0.0002736692,0.0000142875,0.000003724919,0.000005883684,3.412174e-7,0.9480096,0.002074837,0.03308301,0.01642261,0.00008986903],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002121313,0.0001754839,0.9930969,0.0008915967,0.0004560226,0.0001063587,0.000001813762,0.001627599,0.001522905],"genre_scores_gemma":[0.7902969,0.00004367023,0.2092834,0.0001501431,0.00007592139,0.0000685703,0.000001425682,0.000007703231,0.00007230564],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.885071,"threshold_uncertainty_score":0.6904695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03138301909265221,"score_gpt":0.3759772095753167,"score_spread":0.3445941904826644,"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."}}