{"id":"W4255080050","doi":"10.4018/9781591408963.ch005","title":"Design Patterns as Laws of Quality","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Software Engineering Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Quality (philosophy); Computer science; Software quality; Software; Object (grammar); Measure (data warehouse); Software quality control; Data mining; Software engineering; Artificial intelligence; Software development; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005032917,0.0008015793,0.000584037,0.002133814,0.001735756,0.007151952,0.001576253,0.002857657,0.006220036],"category_scores_gemma":[0.0143734,0.001146105,0.0009768109,0.002241007,0.01493175,0.01190568,0.002908451,0.003733795,0.001435609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004063943,"about_ca_system_score_gemma":0.00207656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002081282,"about_ca_topic_score_gemma":0.001657617,"domain_scores_codex":[0.9948167,0.002111724,0.0004448112,0.0007481984,0.001596203,0.00028232],"domain_scores_gemma":[0.9901862,0.005371299,0.0007864818,0.002411298,0.0009873031,0.0002573913],"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":[0.000002559545,0.000006774649,0.0001442597,0.00005220567,0.000004797668,0.00002547108,0.0005889137,0.001175842,0.000110076,0.9870628,0.001297811,0.00952865],"study_design_scores_gemma":[0.000007884732,0.000006574063,0.00008440358,0.00006122633,0.000004793916,0.00005225541,0.00009292393,0.002109873,0.0001490713,0.9692021,0.02822409,0.000004866169],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02641669,0.0088724,0.627557,0.01753526,0.0004549854,0.0003118784,0.000244407,0.0008502651,0.3177571],"genre_scores_gemma":[0.4816906,0.009803868,0.4322953,0.002970901,0.0004465056,0.001572236,0.0004290715,0.0007370343,0.07005439],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007151952,"threshold_uncertainty_score":0.02948618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06916189357925827,"score_gpt":0.302254467090375,"score_spread":0.2330925735111167,"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."}}