{"id":"W2911751195","doi":"10.1145/3301298","title":"COFFE 2","year":2019,"lang":"en","type":"article","venue":"ACM Transactions on Reconfigurable Technology and Systems","topic":"VLSI and FPGA Design Techniques","field":"Engineering","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Field-programmable gate array; Lookup table; Block (permutation group theory); Embedded system; Computer architecture; Interface (matter); Computer hardware; Parallel computing; Operating system","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":[0.000109361,0.0001463925,0.0002308671,0.0004531491,0.00007597783,0.00002693847,0.0001987859,0.0003304955,0.0001821838],"category_scores_gemma":[0.000004813191,0.0001400674,0.00003427154,0.0003114746,0.00004505374,0.00008909716,0.000001175026,0.0003247182,0.0002939869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000280031,"about_ca_system_score_gemma":0.000006653786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000010398,"about_ca_topic_score_gemma":0.000002526596,"domain_scores_codex":[0.9993297,0.0000148726,0.0001905202,0.0001889955,0.00006053164,0.0002153339],"domain_scores_gemma":[0.9993651,0.00005626985,0.00002010561,0.0004973747,0.00002237271,0.00003877772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007078728,0.0002193291,0.003727919,0.001431427,0.0008397597,0.00005110801,0.0003745695,0.01510089,0.1978847,0.03928079,0.006415865,0.7346029],"study_design_scores_gemma":[0.00296334,0.001735709,0.0006868807,0.001085245,0.0001680423,0.001314839,0.002814981,0.05708344,0.6542261,0.02440107,0.2508923,0.002628089],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6526063,0.007165462,0.2189596,0.0009675942,0.003460394,0.002164614,0.00007058102,0.01240221,0.1022033],"genre_scores_gemma":[0.9967395,0.0003786387,0.0002710804,0.00002226381,0.00001026321,0.0001127324,0.000001669894,0.00002562233,0.002438244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7319748,"threshold_uncertainty_score":0.5711781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009955210054345838,"score_gpt":0.2020108655535977,"score_spread":0.1920556554992519,"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."}}