{"id":"W4312614778","doi":"10.1109/tse.2022.3222160","title":"Studying the Interplay Between the Durations and Breakages of Continuous Integration Builds","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on Software Engineering","topic":"Software Engineering Research","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Toronto; University of Ottawa","funders":"","keywords":"Computer science; Context (archaeology); World Wide Web; Data science; Information retrieval","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":[0.0005397529,0.0001512103,0.0001597816,0.0002077178,0.0005055117,0.0001045301,0.0007263178,0.00003196298,0.00001396939],"category_scores_gemma":[0.0001450451,0.0001093369,0.00007398819,0.0006858693,0.00004754882,0.0002182491,0.00002817111,0.0006419948,0.000001958792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008566932,"about_ca_system_score_gemma":0.00003577515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004310059,"about_ca_topic_score_gemma":0.000004213637,"domain_scores_codex":[0.9987937,0.00008341872,0.0002535879,0.0002407081,0.0004075506,0.0002210156],"domain_scores_gemma":[0.9970095,0.00232474,0.00005043318,0.0005047257,0.00006262272,0.00004797954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001399442,0.0001277974,0.003894257,0.00005878145,0.0002759814,0.00001079689,0.008577232,0.8595306,0.002592706,0.0009936813,0.0002829271,0.1236413],"study_design_scores_gemma":[0.003129241,0.002494408,0.2135948,0.0005086642,0.0003724422,0.0006389618,0.004284214,0.6456196,0.1178607,0.0004106913,0.008541714,0.002544491],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1319554,0.00009175349,0.8665931,0.0003088966,0.0004653617,0.0002586455,0.00002240297,0.0003017722,0.000002710583],"genre_scores_gemma":[0.9919397,0.000009920106,0.007761297,0.00002800584,0.00003496742,0.0001476379,0.000001349487,0.00002155909,0.0000555223],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8599844,"threshold_uncertainty_score":0.4458631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371967783653174,"score_gpt":0.2563637641058254,"score_spread":0.2426440862692937,"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."}}