{"id":"W2904654454","doi":"10.1007/978-3-030-02215-0","title":"Languages, Design Methods, and Tools for Electronic System Design","year":2018,"lang":"en","type":"book","venue":"Lecture notes in electrical engineering","topic":"Embedded Systems Design Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Electronic system-level design and verification; Design language; Computer architecture; Software engineering; Software design; Software; Systems engineering; Programming language; Software development; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002731875,0.0007353193,0.001048782,0.0007546538,0.00007814194,0.0004372801,0.001250489,0.001060742,0.000001806137],"category_scores_gemma":[0.002119646,0.0007094175,0.0001648776,0.0006463604,0.00003210076,0.0003740925,0.0001551903,0.001177411,0.000005680658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001620642,"about_ca_system_score_gemma":0.000570016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007379858,"about_ca_topic_score_gemma":0.000001651048,"domain_scores_codex":[0.9962029,0.0004439774,0.0006855061,0.001112997,0.0003463919,0.001208268],"domain_scores_gemma":[0.9903179,0.008314972,0.0002273333,0.0008582327,0.0001306536,0.0001508393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001460304,0.0000714952,9.454993e-7,0.002619548,0.0005298436,0.0002075322,0.0008046905,0.05387029,0.03547008,0.259547,0.006968605,0.639764],"study_design_scores_gemma":[0.0003785441,0.0008719998,8.02774e-7,0.0006643378,0.00005866607,0.0002426151,7.18915e-7,0.9149249,0.05239317,0.02063673,0.008763357,0.001064138],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[5.441444e-7,0.01120211,0.984369,0.00003515324,0.0001951047,0.002248074,0.000002698987,0.001328104,0.0006191978],"genre_scores_gemma":[0.004667864,0.00008183796,0.9929091,0.0000900608,0.0005423516,0.0005865917,0.00001110825,0.0001711502,0.000939874],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8610547,"threshold_uncertainty_score":0.9995357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02122447581992624,"score_gpt":0.2867988445150924,"score_spread":0.2655743686951661,"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."}}