{"id":"W2047143252","doi":"10.1145/1950413.1950441","title":"A CAD framework for Malibu","year":2011,"lang":"en","type":"article","venue":"","topic":"VLSI and FPGA Design Techniques","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Field-programmable gate array; Computer science; Verilog; Electronic circuit; Bitstream; CAD; Compiler; Multiplexing; Design flow; Computer architecture; Embedded system; Algorithm; Telecommunications; Electrical engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.00003238297,0.00004892254,0.00005156474,0.00002135093,0.00001096481,0.000005164785,0.000061624,0.0000662351,0.0002856374],"category_scores_gemma":[0.000007379097,0.00004286885,0.00002774348,0.00003243866,0.000005333667,0.00003477647,0.000004757462,0.00004342923,0.00003305943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006238094,"about_ca_system_score_gemma":0.0000015455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006819973,"about_ca_topic_score_gemma":0.000001510425,"domain_scores_codex":[0.9997687,0.000001459372,0.00005579677,0.0000475638,0.00002193148,0.0001045017],"domain_scores_gemma":[0.9998497,0.00001636367,0.000003460925,0.00009716512,0.000008237335,0.00002503111],"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":[0.00001083723,0.00003157755,0.0006467256,0.0001096061,0.00005309107,0.000004930394,0.001061502,0.00001028185,0.004327876,0.8827156,0.06167623,0.04935171],"study_design_scores_gemma":[0.0001646724,0.0001446273,0.0009909931,0.00004319757,0.00001947037,0.00000640478,0.0000748024,0.006372669,0.4526452,0.493105,0.04599878,0.0004342498],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001565718,0.00005730997,0.927117,0.000007127161,0.0000813041,0.0001088541,0.000002574726,0.001058895,0.07000125],"genre_scores_gemma":[0.6091389,0.00001278296,0.3903105,0.00007009431,0.00004235484,0.00005752045,7.714517e-7,0.0000179717,0.0003491199],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6075732,"threshold_uncertainty_score":0.3127529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04143494622963705,"score_gpt":0.2342729925571768,"score_spread":0.1928380463275398,"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."}}