{"id":"W2183869536","doi":"10.22215/etd/2012-09641","title":"An approach to design pattern and anti-pattern detection in MOF-based modeling languages","year":2012,"lang":"en","type":"dissertation","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Computer science; Humanities; Art","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":[0.005439765,0.0009796554,0.0007543338,0.002083706,0.001139565,0.004299957,0.003533508,0.002482811,0.004566985],"category_scores_gemma":[0.009360717,0.001647915,0.003041821,0.001354946,0.002308161,0.005512334,0.003274227,0.003959809,0.001465186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001422629,"about_ca_system_score_gemma":0.002649475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004864596,"about_ca_topic_score_gemma":0.01012535,"domain_scores_codex":[0.9954189,0.001346866,0.0005850038,0.0005917817,0.001756256,0.0003011933],"domain_scores_gemma":[0.9937499,0.002645107,0.0004597423,0.001777602,0.001178036,0.0001895557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002130619,0.000388242,0.002646483,0.0006475268,0.0002335709,0.0005931965,0.003151027,0.03386374,0.02089627,0.5382012,0.009473447,0.3896921],"study_design_scores_gemma":[0.0001092204,0.0002309803,0.0004833728,0.0003559249,0.0002487398,0.0009387959,0.0006966363,0.5815122,0.03428591,0.2376867,0.1432962,0.000155179],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00117789,0.0000467722,0.9963456,0.0001811631,0.00002324141,0.00008346607,0.00004618415,0.001288558,0.000807111],"genre_scores_gemma":[0.01646472,0.00008927134,0.9808076,0.0001390851,0.00001858728,0.000128239,0.0001678024,0.0003834605,0.001801211],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005439765,"threshold_uncertainty_score":0.02876854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03293593852257042,"score_gpt":0.2967618130366783,"score_spread":0.2638258745141079,"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."}}