{"id":"W2883647869","doi":"10.1145/3195800","title":"Wotan","year":2018,"lang":"en","type":"article","venue":"ACM Transactions on Reconfigurable Technology and Systems","topic":"VLSI and FPGA Design Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Benchmark (surveying); Field-programmable gate array; Routing (electronic design automation); Parallel computing; Lookup table; Embedded 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":[0.0001178121,0.0001455159,0.0001923322,0.0004703657,0.0001786252,0.00003024072,0.0002077169,0.000327672,0.0001252108],"category_scores_gemma":[0.000008993505,0.000138998,0.0000284268,0.0003926659,0.0001562858,0.00008316623,0.000001231214,0.0002652639,0.0001431426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002813765,"about_ca_system_score_gemma":0.000006668584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001208103,"about_ca_topic_score_gemma":0.00001047152,"domain_scores_codex":[0.9993144,0.00001522502,0.0001947432,0.0001868825,0.00005603607,0.0002327685],"domain_scores_gemma":[0.9993849,0.0000381159,0.00001927159,0.0004710947,0.00004051511,0.00004614096],"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":[0.00004240559,0.0001179385,0.0004677141,0.0002955765,0.0004247083,0.00003178156,0.000379671,0.0004985154,0.08285467,0.01844458,0.006819041,0.8896234],"study_design_scores_gemma":[0.001078787,0.001490648,0.0002322995,0.0004783904,0.0001050893,0.0009000822,0.001463655,0.01885413,0.7782409,0.02542964,0.1703888,0.001337579],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2044371,0.004165736,0.6800349,0.00105283,0.002771219,0.001106948,0.00005458717,0.01262344,0.09375326],"genre_scores_gemma":[0.9978445,0.0002754132,0.00060879,0.00002559713,0.00004056477,0.0001144052,9.020031e-7,0.00002516017,0.001064723],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8882858,"threshold_uncertainty_score":0.5668174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446087485794223,"score_gpt":0.2214055918945223,"score_spread":0.2069447170365801,"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."}}