{"id":"W4230201082","doi":"10.1109/date.2003.1253651","title":"Specification of non-functional intellectual property components","year":2003,"lang":"en","type":"article","venue":"2003 Design, Automation and Test in Europe Conference and Exhibition","topic":"Embedded Systems Design Techniques","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Programming language; Parameterized complexity; Functional specification; Simple (philosophy); Semantics (computer science); Specification language; Grammar; Property (philosophy); Software; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007383613,0.0001233981,0.0001513337,0.0001967032,0.00006446984,0.00008665718,0.0001024303,0.00006645191,0.00002265761],"category_scores_gemma":[0.0006688402,0.00009931278,0.000009673966,0.0006838827,0.00007170255,0.0004205515,0.0000253915,0.00009325171,0.00002505135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002319569,"about_ca_system_score_gemma":0.00008133255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001483793,"about_ca_topic_score_gemma":0.000002817434,"domain_scores_codex":[0.9988176,0.0002211753,0.0003703265,0.0002753799,0.0001838476,0.0001316792],"domain_scores_gemma":[0.9990442,0.0002228128,0.0001467863,0.0001833614,0.0003525481,0.00005030509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007287117,0.001165165,0.006967979,0.0002899239,0.00002464306,0.00002591923,0.004958087,0.00005817534,0.7564074,0.1410235,0.02803669,0.06096967],"study_design_scores_gemma":[0.002466043,0.001540507,0.1435516,0.0009219782,0.00002232046,0.0003286925,0.0002929484,0.4848662,0.3453285,0.007413608,0.01213209,0.001135481],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02387923,0.00003900772,0.9737357,0.00004397624,0.00006754401,0.0004236028,0.00001027881,0.0001005226,0.001700176],"genre_scores_gemma":[0.9713795,0.000120302,0.02822861,0.00005897063,0.000008956772,0.00002160174,0.00007488907,0.000006222139,0.0001009985],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9475002,"threshold_uncertainty_score":0.4049857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06173815120890437,"score_gpt":0.244231328281431,"score_spread":0.1824931770725267,"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."}}