{"id":"W2117540154","doi":"10.1145/1022494.1022502","title":"Global software development","year":2004,"lang":"en","type":"article","venue":"ACM SIGSOFT Software Engineering Notes","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Documentation; Field (mathematics); Engineering management; Engineering; Engineering ethics; Computer science; Software engineering; Knowledge management; Process management; Data science","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000332183,0.000492944,0.0003467977,0.0001800544,0.0001913042,0.0002976224,0.002373504,0.0002193001,0.00001788845],"category_scores_gemma":[0.06723187,0.0005153512,0.0001339212,0.0009285211,0.00002678718,0.001038914,0.0009275271,0.0003103477,0.0001337701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003805915,"about_ca_system_score_gemma":0.0002544874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006035313,"about_ca_topic_score_gemma":0.00000738392,"domain_scores_codex":[0.9975569,0.00001683506,0.0004459269,0.0007048035,0.0005271881,0.0007483237],"domain_scores_gemma":[0.9876281,0.01021585,0.000129054,0.001587822,0.0001385189,0.0003006658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003466482,0.0005766549,0.4934558,0.0007379091,0.0004355635,0.0007255507,0.002415166,0.1307449,0.0004776483,0.04287268,0.002120237,0.3254032],"study_design_scores_gemma":[0.00302148,0.0006098358,0.7425194,0.00123948,0.0000988578,0.001082939,0.00001737661,0.0006147867,0.03537283,0.007610934,0.2017414,0.006070651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04231057,0.0007315251,0.9476507,0.0003525058,0.0008164971,0.0002091275,0.000008767898,0.007916065,0.000004232286],"genre_scores_gemma":[0.3927042,0.00001537179,0.6069268,0.0001550405,0.00008896776,0.00005401939,0.0000108542,0.00003534112,0.000009450644],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3503936,"threshold_uncertainty_score":0.9997298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649382115773516,"score_gpt":0.2473545078942795,"score_spread":0.2308606867365443,"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."}}