{"id":"W2621693081","doi":"10.1109/ccece.2017.7946844","title":"A reliability-aware framework for service-based software development","year":2017,"lang":"en","type":"article","venue":"","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Computer science; Reliability (semiconductor); Service (business); Web service; Software engineering; Service provider; Software; Service-oriented architecture; Scheme (mathematics); Reliability engineering; World Wide Web; Operating system; Engineering","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":[0.004973989,0.001232646,0.0009537621,0.001829327,0.001256265,0.003321967,0.003343431,0.002034848,0.00217098],"category_scores_gemma":[0.005944078,0.001353629,0.002066615,0.001022106,0.002141729,0.002648937,0.003334935,0.003393813,0.001819727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001488533,"about_ca_system_score_gemma":0.003823995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005451899,"about_ca_topic_score_gemma":0.004846387,"domain_scores_codex":[0.9968918,0.0007709206,0.0003427886,0.0003747489,0.001369892,0.0002499216],"domain_scores_gemma":[0.9971281,0.0007777439,0.0003214661,0.0007459291,0.0007215865,0.000305179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001391184,0.0002571445,0.002029596,0.000990761,0.000198603,0.001688804,0.001709982,0.1589867,0.02493782,0.5601224,0.01274887,0.2361902],"study_design_scores_gemma":[0.00007000638,0.0002354461,0.0006847832,0.0004296275,0.0001775953,0.001905614,0.0001944505,0.6277896,0.0121426,0.170442,0.1857419,0.000186427],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001082782,0.0002605476,0.9941118,0.0002141549,0.00004677044,0.0001420001,0.00002473013,0.002478842,0.001638359],"genre_scores_gemma":[0.05962057,0.0007385056,0.9347502,0.0001220996,0.00008992044,0.0004553616,0.0002080291,0.0005072461,0.003507998],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005451899,"threshold_uncertainty_score":0.02630532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02307361496556575,"score_gpt":0.2790857640290785,"score_spread":0.2560121490635127,"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."}}