{"id":"W2014190703","doi":"10.1145/1830483.1830683","title":"Parallel FPGA-based implementation of scatter search","year":2010,"lang":"en","type":"article","venue":"","topic":"Metaheuristic Optimization Algorithms Research","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Computer science; Speedup; Field-programmable gate array; Heuristics; Parallel computing; Software; Parallelism (grammar); Population; Heuristic; Computer engineering; Computer architecture; Computer hardware; Programming language; Artificial intelligence; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001851458,0.0004565519,0.0003000068,0.000510809,0.0002537741,0.0005574716,0.000995728,0.0003753472,0.01021082],"category_scores_gemma":[0.0006019036,0.0001706528,0.0001958649,0.000545967,0.0001868385,0.0004200445,0.0002986797,0.0003575418,0.001783712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004616285,"about_ca_system_score_gemma":0.0006314862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003165521,"about_ca_topic_score_gemma":0.003429741,"domain_scores_codex":[0.9997829,0.00003313646,0.00001373401,0.00004159511,0.0000839557,0.00004476809],"domain_scores_gemma":[0.9996762,0.00009719197,0.00003094957,0.0000697885,0.0001041031,0.00002171357],"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":[0.001478081,0.0003565744,0.004684852,0.0004702071,0.0001339831,0.0008002727,0.0001958187,0.3371555,0.09149083,0.02011208,0.03003218,0.5130895],"study_design_scores_gemma":[0.000264274,0.0005455156,0.001458841,0.00003721507,0.00004731593,0.0004250024,0.00004291971,0.8997761,0.06198815,0.003934451,0.03144368,0.00003654159],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1450052,0.0005648918,0.7874776,0.0003361896,0.0002657688,0.0002757603,0.000587098,0.01779466,0.04769281],"genre_scores_gemma":[0.7017838,0.0001521329,0.2879013,0.0001833433,0.00003200794,0.0001764456,0.0005144145,0.0002135859,0.009042865],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01021082,"threshold_uncertainty_score":0.03415859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02962268605901686,"score_gpt":0.354633384510198,"score_spread":0.3250106984511812,"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."}}