{"id":"W2124984723","doi":"10.1109/icpc.2006.31","title":"JComp: A Reuse-Driven Componentization Framework for Java Applications","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Java; Reuse; Component (thermodynamics); Object-oriented programming; Software engineering; Component-based software engineering; Java annotation; Domain (mathematical analysis); Software system; Class (philosophy); Software; Programming language; Real time Java; Artificial intelligence; Engineering","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":[0.0001316039,0.00009286064,0.0001116359,0.00006953147,0.0001033696,0.00005996874,0.0008254649,0.00006303194,0.000003139736],"category_scores_gemma":[0.0002698369,0.00009063003,0.00004452748,0.0002996504,0.0000234081,0.0002109107,0.0001797216,0.00007172253,0.00002077218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003263566,"about_ca_system_score_gemma":0.00001484045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005256284,"about_ca_topic_score_gemma":0.000001260651,"domain_scores_codex":[0.9992513,0.00002673932,0.0001646563,0.0002687476,0.000102988,0.0001855906],"domain_scores_gemma":[0.9981294,0.0009642387,0.00005516784,0.0007437362,0.00007963544,0.00002777439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[9.850258e-7,0.00002303547,0.0001077822,0.00001087397,0.000003579996,2.864366e-7,0.00002589186,0.1117398,0.0009868187,0.8820719,0.0008250312,0.004204066],"study_design_scores_gemma":[0.0001244382,0.0000199212,0.0009933645,0.000009198119,0.000003498551,0.000003627335,0.000004438203,0.05583385,0.002880259,0.9230434,0.0169087,0.0001753035],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0001284208,0.00004690411,0.9971784,0.0005661352,0.0001692718,0.0003870771,0.000002406489,0.00128734,0.0002340335],"genre_scores_gemma":[0.02141799,0.000003366419,0.9779305,0.00007730244,0.0001123806,0.0002339368,0.00001104036,0.00001216294,0.0002012975],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05590597,"threshold_uncertainty_score":0.3695785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03048898493303016,"score_gpt":0.303767365161719,"score_spread":0.2732783802286888,"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."}}