{"id":"W7140790900","doi":"10.1109/fpl68686.2025.00066","title":"Versatile Place and Route with Continuous Routing Runtime Prediction and Smart Route Termination","year":2025,"lang":"","type":"article","venue":"","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Routing (electronic design automation); Process (computing); Key (lock); Sequence (biology)","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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006252611,0.0003158118,0.0003118735,0.000259912,0.0004660453,0.001664143,0.0003866587,0.00009659072,0.00002409494],"category_scores_gemma":[0.00003770146,0.0002846565,0.00002883464,0.0005798921,0.0001624539,0.002712642,0.0009428472,0.0001853618,0.00001034598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007520917,"about_ca_system_score_gemma":0.00008434719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003092428,"about_ca_topic_score_gemma":0.0000882001,"domain_scores_codex":[0.9978584,0.00008122582,0.0003966672,0.000916465,0.0003301243,0.0004171386],"domain_scores_gemma":[0.9990079,0.0001079308,0.000183083,0.0004897348,0.0001077826,0.0001035429],"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":[0.0001052514,0.0001586837,0.1132229,0.0002308367,0.0003048147,0.0000477174,0.002067499,0.00005381984,0.00007086425,0.03412563,0.00487035,0.8447416],"study_design_scores_gemma":[0.002250456,0.0003610332,0.1217694,0.0003683588,0.0001977267,0.00001638457,0.0005628593,0.8622289,0.0001983767,0.0002085014,0.01147507,0.000362976],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1259283,0.000439183,0.8104388,0.003517634,0.001408427,0.001420049,0.00009510336,0.0004059441,0.05634655],"genre_scores_gemma":[0.9458862,0.000154426,0.01424078,0.00036314,0.00008325883,0.00001904709,0.00005297712,0.00001326907,0.03918692],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.862175,"threshold_uncertainty_score":0.9999605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00466020797550005,"score_gpt":0.2026068102082478,"score_spread":0.1979466022327478,"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."}}