{"id":"W4231615358","doi":"10.1109/.2001.914966","title":"Cohesion as changeability indicator in object-oriented systems","year":2002,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Cohesion (chemistry); Computer science; Object-oriented programming; Software; Realm; Reliability engineering; Industrial engineering; Engineering; Programming language","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004610787,0.00008879039,0.000121666,0.0002379229,0.00003332468,0.00006996289,0.0005617177,0.00006476464,0.0001916472],"category_scores_gemma":[0.000550049,0.00007819294,0.00002311015,0.0007730416,0.00002246443,0.0002172225,0.0002124168,0.0001621234,0.001117762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001404807,"about_ca_system_score_gemma":0.00002001269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002597372,"about_ca_topic_score_gemma":0.000006040283,"domain_scores_codex":[0.9986938,0.00006864555,0.0001640009,0.0003433654,0.0004162658,0.0003139645],"domain_scores_gemma":[0.9988983,0.0003397934,0.00002133933,0.0005871677,0.00003575406,0.0001176945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001489113,0.001087415,0.8778913,0.0003698808,0.00003709967,0.0003424087,0.007121881,0.0009312335,0.001597467,0.0484652,0.02149964,0.04064159],"study_design_scores_gemma":[0.001222362,0.0003895126,0.4383167,0.000115589,0.00000210521,0.0000624043,0.000109304,0.5373588,0.004364579,0.0002137969,0.01719573,0.0006491613],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8855376,0.0004287603,0.1076079,0.0005453182,0.0007512183,0.0005691061,0.000001028445,0.0009008635,0.003658213],"genre_scores_gemma":[0.9968438,0.000007284243,0.001863538,0.00003757396,0.00003208509,0.00004946882,4.938688e-7,0.000006732003,0.00115906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5364275,"threshold_uncertainty_score":0.99966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02338661169847814,"score_gpt":0.2550835652323642,"score_spread":0.2316969535338861,"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."}}