{"id":"W1994598608","doi":"10.1145/2597073.2597121","title":"An insight into the pull requests of GitHub","year":2014,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Order (exchange); Request for proposal; Key (lock); Information system; Base (topology)","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":[0.0004617824,0.00005054118,0.00006303501,0.00005756901,0.00003383252,0.00006028867,0.001142007,0.00002480401,0.00001381427],"category_scores_gemma":[0.0003358202,0.00003051709,0.0000178663,0.000278103,0.00003759539,0.0002423803,0.0001550841,0.0000836666,0.00004123691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001269,"about_ca_system_score_gemma":0.00002521558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001412209,"about_ca_topic_score_gemma":0.00002268762,"domain_scores_codex":[0.9993204,0.0000572019,0.00009081758,0.0001530712,0.0002452798,0.0001332329],"domain_scores_gemma":[0.9986432,0.0003937159,0.00001562511,0.0008175908,0.00007316315,0.00005673545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000591768,0.0001512516,0.03084387,0.00006014813,0.00002784278,0.000009791308,0.01137147,0.001633069,0.01790219,0.5311907,0.002790722,0.404013],"study_design_scores_gemma":[0.0005347239,0.0009152291,0.2564017,0.00004888438,0.000004433584,0.00002609052,0.00003765413,0.4863541,0.1423669,0.02353016,0.0892475,0.0005325926],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1273759,0.00004586848,0.867865,0.000818894,0.0001436513,0.00006553692,5.588948e-8,0.0002256632,0.003459377],"genre_scores_gemma":[0.9640998,0.000002612166,0.03555357,0.0001042818,0.00003960996,0.000004479131,2.229987e-7,0.000004745316,0.0001907013],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8367239,"threshold_uncertainty_score":0.2122152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257460247493196,"score_gpt":0.2686196082550331,"score_spread":0.2560450057801011,"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."}}