{"id":"W2913441567","doi":"","title":"Proceedings of the 4th International Workshop on Managing Technical Debt","year":2013,"lang":"en","type":"article","venue":"International Conference on Software Engineering","topic":"Software Engineering Research","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Technical debt; Debt; Documentation; Software deployment; Software; Computer science; Software engineering; Engineering; Software development; Business; Finance; Operating system","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":[0.0001988151,0.0002177125,0.0001589135,0.0003491758,0.00004800084,0.0003094263,0.002840627,0.00009190998,0.000148487],"category_scores_gemma":[0.001839179,0.000177635,0.0001083994,0.0003875201,0.00004301096,0.000520617,0.0005802979,0.0005199641,0.00009314863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002065941,"about_ca_system_score_gemma":0.00004576408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001352957,"about_ca_topic_score_gemma":5.886623e-7,"domain_scores_codex":[0.9979574,0.000006644815,0.0003056959,0.0004152574,0.001010847,0.0003041379],"domain_scores_gemma":[0.9985121,0.000441672,0.00009556438,0.0003496335,0.0005060313,0.00009503499],"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":[0.00003173995,0.000268221,0.02925668,0.00008146739,0.0002322798,0.00001509244,0.0005060245,0.02242742,0.01740997,0.8844331,0.006055881,0.03928216],"study_design_scores_gemma":[0.001536856,0.0002697732,0.3416779,0.00318932,0.00001558497,0.000128157,0.0001550653,0.6076366,0.02638645,0.009616312,0.007788837,0.001599055],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2514639,0.00003660471,0.7128937,0.009849394,0.005999446,0.0009792037,0.00001689735,0.001955565,0.01680526],"genre_scores_gemma":[0.9743213,0.00001391769,0.02463162,0.0001424634,0.0001377115,0.0001056993,0.000002397362,0.00002598992,0.0006188874],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8748168,"threshold_uncertainty_score":0.7243743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02349287177094463,"score_gpt":0.2683152819179291,"score_spread":0.2448224101469845,"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."}}