{"id":"W4409090679","doi":"10.1109/mcse.2025.3557236","title":"Do Research Software Engineers and Software Engineering Researchers Speak the Same Language?","year":2025,"lang":"en","type":"article","venue":"Computing in Science & Engineering","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Office of Science; Oak Ridge National Laboratory; UT-Battelle; Advanced Scientific Computing Research; U.S. Department of Energy","keywords":"Software engineering; Software; Computer science; Software peer review; Social software engineering; Engineering; Engineering ethics; Software development; Software construction; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2009422,0.0005590357,0.001602662,0.009111411,0.007837629,0.02238177,0.003635961,0.006177804,0.003610391],"category_scores_gemma":[0.4220094,0.001185806,0.0007539849,0.009708054,0.02405918,0.05340584,0.01361747,0.005148218,0.001991935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006154424,"about_ca_system_score_gemma":0.01319099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006977474,"about_ca_topic_score_gemma":0.006424943,"domain_scores_codex":[0.7989526,0.139409,0.0125652,0.01514478,0.02653618,0.007392267],"domain_scores_gemma":[0.5019692,0.3325485,0.05132379,0.04253266,0.05988567,0.01174028],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001970692,0.0001215866,0.09053738,0.001102389,0.0001763173,0.0006017467,0.73004,0.0001222001,0.001051888,0.05652929,0.005528018,0.1139923],"study_design_scores_gemma":[0.00007164717,0.0001279842,0.03209218,0.002864932,0.0001451958,0.0009757541,0.8258849,0.0008023609,0.000835876,0.09592006,0.04014326,0.0001357699],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6552834,0.01825151,0.08253698,0.1733392,0.002819447,0.0004658528,0.0005736413,0.0003545274,0.06637534],"genre_scores_gemma":[0.9623861,0.00364665,0.01553492,0.01523407,0.0004724005,0.0006284807,0.0002820811,0.0001351451,0.001680172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7990578,"threshold_uncertainty_score":0.9853805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04476547365971664,"score_gpt":0.3623273228449921,"score_spread":0.3175618491852755,"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."}}