{"id":"W2140069011","doi":"10.1109/apsec.2009.38","title":"Describing Pattern Languages for Checking Design Models","year":2009,"lang":"en","type":"article","venue":"","topic":"Software Engineering and Design Patterns","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Rotation formalisms in three dimensions; Software design pattern; Pattern language (formal languages); Design pattern; Natural language processing; Structural pattern; Specification pattern; Artificial intelligence; Modeling language; Programming language; Formalism (music); Software design; Software development; Software","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":[0.01598081,0.002375105,0.001157087,0.00442854,0.00158643,0.005921692,0.003888209,0.00349565,0.005355922],"category_scores_gemma":[0.05186837,0.002456824,0.004208534,0.003832451,0.004847794,0.0122681,0.004308375,0.005095779,0.001485036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003118761,"about_ca_system_score_gemma":0.004901378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0045673,"about_ca_topic_score_gemma":0.004659356,"domain_scores_codex":[0.9809881,0.008605093,0.002983476,0.001675905,0.004848367,0.0008990422],"domain_scores_gemma":[0.9637324,0.02145282,0.003479899,0.007041082,0.003925156,0.0003686188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005662518,0.00008391468,0.0008370595,0.0005041031,0.00009993857,0.0005748553,0.001445864,0.03623497,0.002438384,0.9054118,0.003318667,0.04899382],"study_design_scores_gemma":[0.0001281509,0.00008142593,0.0001419586,0.0005284382,0.0001093191,0.0005099308,0.0003729965,0.1513827,0.006032117,0.7818508,0.05878072,0.00008132155],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001820048,0.0001500413,0.9948071,0.0003857792,0.00003877043,0.000210045,0.0001625697,0.0008059907,0.001619652],"genre_scores_gemma":[0.03331188,0.0003736549,0.9623664,0.0002870884,0.00005685032,0.001030343,0.000596743,0.0003128038,0.001664256],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01598081,"threshold_uncertainty_score":0.08451563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1461066763531816,"score_gpt":0.3344961309231992,"score_spread":0.1883894545700177,"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."}}