{"id":"W4382987313","doi":"10.1145/3607186","title":"What Constitutes the Deployment and Runtime Configuration System? An Empirical Study on OpenStack Projects","year":2023,"lang":"en","type":"article","venue":"ACM Transactions on Software Engineering and Methodology","topic":"Software Engineering Research","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Software deployment; Computer science; Configuration Management (ITSM); Software configuration management; Operating system; Software; Leverage (statistics); System deployment; Software system; Software construction","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001628706,0.0002190803,0.0002705339,0.00034941,0.0002733227,0.0002856,0.0004828149,0.0001040338,0.000002284494],"category_scores_gemma":[0.001295514,0.0001694962,0.00003550401,0.0005774726,0.00006872305,0.0004368243,0.00004723686,0.0003872869,0.00001987816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005262614,"about_ca_system_score_gemma":0.0000535553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002578899,"about_ca_topic_score_gemma":0.000005300338,"domain_scores_codex":[0.9981819,0.000427174,0.0002202175,0.0005507823,0.0002712068,0.0003487582],"domain_scores_gemma":[0.9925278,0.006453357,0.00002949159,0.0007890877,0.00006333456,0.0001369207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003380501,0.001264754,0.01986059,0.000904371,0.001334329,0.0006858453,0.05460486,0.472658,0.00396997,0.007407131,0.0006110359,0.4363611],"study_design_scores_gemma":[0.009470234,0.01479755,0.5656763,0.001480579,0.0004994549,0.001888283,0.03001657,0.331609,0.03084894,0.0006816759,0.008914789,0.004116633],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.296515,0.0000777336,0.700614,0.0004021315,0.0008460288,0.0005082015,0.000002617015,0.001032998,0.000001281871],"genre_scores_gemma":[0.9071554,0.00009738602,0.09216553,0.0001006143,0.00005253371,0.0003154557,0.000003491931,0.00003350623,0.00007611955],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6106404,"threshold_uncertainty_score":0.6911855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1711848459207054,"score_gpt":0.3861410116877276,"score_spread":0.2149561657670222,"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."}}