{"id":"W7064881065","doi":"","title":"C# Traceability System","year":2005,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Silicon and Solar Cell Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Traceability; Requirements traceability; Software maintenance; Leverage (statistics); Source code; Software development; Software system; Software","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002354264,0.0003002819,0.0003058792,0.0003408145,0.0001431814,0.0001370428,0.0007240514,0.0003114644,0.00002914144],"category_scores_gemma":[0.00001823553,0.0003440582,0.0001422153,0.0003969607,0.0001008045,0.00109294,0.0001456403,0.000584107,0.0006627862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004931756,"about_ca_system_score_gemma":0.00002245236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.718675e-7,"about_ca_topic_score_gemma":0.0003801144,"domain_scores_codex":[0.9985982,0.00008008053,0.0002369091,0.0003821662,0.0002330197,0.0004695794],"domain_scores_gemma":[0.9989964,0.00005174243,0.00004742701,0.0006790021,0.00004804395,0.000177399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001883041,0.00004536173,0.9918603,0.0001449755,0.00006266977,0.0001061526,0.0002191465,0.0009356794,0.001892919,0.0002591137,0.000003463344,0.004451344],"study_design_scores_gemma":[0.0009621452,0.00005829088,0.9588591,0.0001189953,0.00006457819,0.00006084115,0.001062082,0.00008530421,0.02074013,0.00002349719,0.01727046,0.0006945428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916376,0.000278349,0.0006625524,0.00008951575,0.0002668613,0.0002156266,0.00001419419,0.004631266,0.002204015],"genre_scores_gemma":[0.9981046,0.00004892997,0.0001323582,0.00004330361,0.00008584008,0.000001432741,0.000005875976,0.00004746962,0.001530224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03300121,"threshold_uncertainty_score":0.9999011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06352239315402898,"score_gpt":0.2701283769316822,"score_spread":0.2066059837776532,"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."}}