{"id":"W2914489208","doi":"10.1109/tse.2019.2897300","title":"Which Commits Can Be CI Skipped?","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Software Engineering","topic":"Software Engineering Research","field":"Computer Science","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Commit; Computer science; Process (computing); Java; Software engineering; Database; Programming language","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002577236,0.0003355186,0.0002892555,0.0004910098,0.0001216226,0.0001685674,0.001053667,0.0001606371,0.0001287216],"category_scores_gemma":[0.0001340621,0.0003717973,0.0001318462,0.001338399,0.00001433996,0.0003936898,0.00001220193,0.0007838575,0.000394578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002280603,"about_ca_system_score_gemma":0.0001098394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004058128,"about_ca_topic_score_gemma":0.00002266542,"domain_scores_codex":[0.9977489,0.00002934279,0.0002792378,0.0005998379,0.0006470194,0.000695644],"domain_scores_gemma":[0.9974179,0.0009613012,0.00003303606,0.001167205,0.000152767,0.0002677825],"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":[0.000009254141,0.0001319672,0.001796815,0.0001599438,0.0001126549,0.0000236109,0.0005123217,0.9851211,0.002017158,0.0003992648,0.0004767496,0.009239188],"study_design_scores_gemma":[0.003590607,0.0009713472,0.02050149,0.0007460045,0.00006424951,0.0003067097,0.00006501855,0.7888876,0.1540253,0.00007230006,0.02697463,0.003794823],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07099088,0.0000370011,0.9241849,0.00026897,0.001934386,0.000293779,0.00002707153,0.002215869,0.00004715154],"genre_scores_gemma":[0.9502335,0.00001408632,0.04878888,0.0001106874,0.00005481915,0.00007451326,0.000002889748,0.00007517631,0.0006455001],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8792425,"threshold_uncertainty_score":0.9998734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01276803651685053,"score_gpt":0.2325881247438001,"score_spread":0.2198200882269496,"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."}}