{"id":"W2100136054","doi":"10.1109/wcre.2002.1173078","title":"An extensible tool for source code representation using XML","year":2003,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; ASCII; Programming language; XML; Plain text; XML framework; Source code; Streaming XML; Document Structure Description; Static program analysis; Software; Software engineering; Database; Software development; World Wide Web; Operating system; Encryption","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003594602,0.00006184242,0.00007113345,0.00007942563,0.00007940998,0.0001587206,0.0002937091,0.00003056283,0.00001655211],"category_scores_gemma":[0.0007279575,0.00006053863,0.00002807332,0.0002832739,0.00001138911,0.0004487534,0.00003509866,0.00004650501,0.00001130821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003288324,"about_ca_system_score_gemma":0.00006406625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002230684,"about_ca_topic_score_gemma":0.000002452933,"domain_scores_codex":[0.9991513,0.00003639388,0.0001061069,0.0002816888,0.0001927204,0.0002317988],"domain_scores_gemma":[0.9988976,0.0003879063,0.00001727375,0.0005232934,0.0001126424,0.00006124841],"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":[0.00003375301,0.0004154053,0.09362815,0.0002243532,0.00006811817,0.00003411797,0.002245829,0.472049,0.1605544,0.1785018,0.005738607,0.08650649],"study_design_scores_gemma":[0.0003245583,0.00007376968,0.002933162,0.00001718347,0.000002338726,0.00002616939,0.00002729679,0.9345838,0.05945854,0.001331228,0.001045091,0.0001769029],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1423119,0.0000160805,0.8569451,0.00003275019,0.0001179074,0.0002069838,3.70905e-7,0.0002638396,0.0001050537],"genre_scores_gemma":[0.4683275,7.843348e-7,0.5309854,0.00006154912,0.00002877461,0.00001682489,9.35755e-7,0.00001079136,0.0005674313],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4625347,"threshold_uncertainty_score":0.2468694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05904711780685137,"score_gpt":0.3484391893904717,"score_spread":0.2893920715836203,"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."}}