{"id":"W2122649993","doi":"10.1109/issre.2001.989482","title":"Revisiting strategies for ordering class integration testing in the presence of dependency cycles","year":2005,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dependency (UML); Computer science; Dependency graph; Inheritance (genetic algorithm); Class (philosophy); Class diagram; Java; Theoretical computer science; Context (archaeology); Graph; Software; Programming language; Unified Modeling Language; Artificial intelligence","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":[0.0008402554,0.00006329957,0.0000752465,0.00008620023,0.00004540019,0.0001559976,0.0006926017,0.00002435797,0.000001789453],"category_scores_gemma":[0.002347839,0.00004487527,0.00001971717,0.0004314202,0.00001586131,0.00065485,0.00008824639,0.0001159933,0.000001410166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002359798,"about_ca_system_score_gemma":0.00006740968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007813222,"about_ca_topic_score_gemma":0.00006416629,"domain_scores_codex":[0.9992013,0.00003623309,0.0001927786,0.0001623088,0.000219753,0.0001876153],"domain_scores_gemma":[0.9967269,0.002860857,0.00003965773,0.0002519967,0.000105822,0.00001474048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003726126,0.00003596322,0.01662466,0.000158589,0.000005527773,0.000003493323,0.003781506,0.06241491,0.01350886,0.1570673,0.00006368065,0.7463318],"study_design_scores_gemma":[0.0001284997,0.00004030701,0.02216751,0.000147357,0.000001009448,0.000008733505,0.0009162998,0.9680306,0.004987537,0.00340475,0.00006957446,0.00009782987],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1675341,0.0000703574,0.8308257,0.0004469482,0.00002373528,0.0001830128,2.384112e-7,0.0000847823,0.0008310351],"genre_scores_gemma":[0.7740576,0.000002000673,0.2258364,0.00001510962,0.00004749836,0.00002628225,2.379471e-7,0.000003392961,0.00001143308],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9056157,"threshold_uncertainty_score":0.2810752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04889506474204778,"score_gpt":0.3138289724115148,"score_spread":0.264933907669467,"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."}}