{"id":"W2164059708","doi":"10.1109/wse.2005.11","title":"REGoLive: Building a Web Site Comprehension Tool by Extending GoLive","year":2005,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Program comprehension; Computer science; Comprehension; Class hierarchy; Software engineering; World Wide Web; Software; Compiler; Human–computer interaction; Programming language; Software system; Object-oriented programming","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":[0.0003006638,0.0001537546,0.0001478893,0.0001787609,0.0001221655,0.0002271858,0.0007631956,0.0000623907,0.00009341283],"category_scores_gemma":[0.0002188578,0.0001440073,0.00005524755,0.0004793577,0.0000267876,0.0006928,0.000530887,0.0002315774,0.0004061326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001481577,"about_ca_system_score_gemma":0.00004054529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000236405,"about_ca_topic_score_gemma":0.00000245005,"domain_scores_codex":[0.9983605,0.00004323344,0.0001919641,0.0004496569,0.0004620493,0.0004925887],"domain_scores_gemma":[0.9985472,0.0006218118,0.00003259222,0.0005839018,0.00007848899,0.0001360314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001501097,0.0001863221,0.007697925,0.00006929068,0.00005442534,0.00008799417,0.001033139,0.006245977,0.4821423,0.0344714,0.1481917,0.3198045],"study_design_scores_gemma":[0.0007085296,0.00009606697,0.008222243,0.00009675295,0.000004456414,0.00009923336,0.00001164325,0.8249958,0.03032628,0.0001780271,0.1346661,0.0005949805],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4377751,0.0004206015,0.5595093,0.0006435919,0.000162286,0.0001335006,0.000001944989,0.000833021,0.0005206509],"genre_scores_gemma":[0.8023791,0.00003558614,0.1959914,0.0002119265,0.000110498,0.00001038998,0.00000164742,0.00001605539,0.001243408],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8187498,"threshold_uncertainty_score":0.5872449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137669332413465,"score_gpt":0.2700484828927164,"score_spread":0.2586717895685817,"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."}}