{"id":"W2089372337","doi":"10.1109/ms.2015.31","title":"Release Stabilization on Linux and Chrome","year":2015,"lang":"en","type":"article","venue":"IEEE Software","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Rework; Operating system; Computer science; Business; Engineering; Embedded 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":[],"consensus_categories":[],"category_scores_codex":[0.000210292,0.00009437733,0.00008627652,0.00006386067,0.00006947706,0.00008072245,0.0002452335,0.00005740751,0.000002814066],"category_scores_gemma":[0.0004643792,0.00008750345,0.00001696822,0.0001872662,0.00001615354,0.0004256889,0.00006447522,0.0001062695,0.00002583065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003504881,"about_ca_system_score_gemma":0.0000449338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001722164,"about_ca_topic_score_gemma":0.00000159784,"domain_scores_codex":[0.9993313,0.00003059398,0.00009620528,0.0002295228,0.0001825449,0.0001298194],"domain_scores_gemma":[0.9992093,0.0001853373,0.0000436211,0.0003571223,0.00007443587,0.0001302234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002217974,0.0008616843,0.05759405,0.0004162611,0.0001387535,0.0005420787,0.01795181,0.02731658,0.00102401,0.04653852,0.205833,0.6415614],"study_design_scores_gemma":[0.003385028,0.004340491,0.02536634,0.0004231015,0.00006771395,0.0003726381,0.0001144727,0.08640558,0.03102759,0.07745092,0.7679736,0.003072558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07697097,0.0003138445,0.9203172,0.0003403019,0.0004703932,0.0001025687,0.000002651276,0.001357015,0.0001250257],"genre_scores_gemma":[0.8680097,0.00004793862,0.13133,0.0003622694,0.0001056894,0.00001615396,0.000002736283,0.00001554659,0.000110026],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7910387,"threshold_uncertainty_score":0.3568287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03211070806974998,"score_gpt":0.2694330499596294,"score_spread":0.2373223418898794,"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."}}