{"id":"W4405601553","doi":"10.1109/scam63643.2024.00024","title":"On the Prevalence, Evolution, and Impact of Code Smells in Simulation Modelling Software","year":2024,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; Software evolution; Code (set theory); Software; Software engineering; Programming language; Software construction; Software development","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008780134,0.0003879409,0.00034175,0.004643906,0.0006902533,0.001655358,0.0006150174,0.00087271,0.0008076394],"category_scores_gemma":[0.1067807,0.0004268969,0.0005109975,0.002234843,0.001453982,0.002970791,0.001645732,0.00129104,0.0001941396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009627596,"about_ca_system_score_gemma":0.0006723823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003497575,"about_ca_topic_score_gemma":0.005805773,"domain_scores_codex":[0.9895548,0.003477077,0.001069713,0.001612717,0.003638511,0.0006472521],"domain_scores_gemma":[0.6831837,0.2191569,0.06684391,0.01104064,0.01575414,0.004020631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002853786,0.0002198176,0.9598534,0.0001386467,0.00008532601,0.0003139234,0.002755602,0.002016845,0.004233518,0.0002770811,0.0002234481,0.02959707],"study_design_scores_gemma":[0.00001076637,0.0004989349,0.979973,0.00006462533,0.00006356768,0.0005188881,0.001484353,0.0138064,0.002742211,0.0003243957,0.0004681908,0.00004464652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985105,0.0001204761,0.0008172225,0.00006275236,0.00000311662,0.00001118937,0.00006317508,0.00004965313,0.0003619796],"genre_scores_gemma":[0.9983683,0.000077124,0.001189016,0.00001997212,0.000004406376,0.000009932602,0.0001762397,0.00002234595,0.0001326761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008780134,"threshold_uncertainty_score":0.04643434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02822615570887646,"score_gpt":0.3051652247556653,"score_spread":0.2769390690467889,"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."}}