{"id":"W4360798737","doi":"10.1016/j.cam.2023.115225","title":"A new deterministic PSO algorithm for real-time systems implemented on low-power devices","year":2023,"lang":"en","type":"article","venue":"Journal of Computational and Applied Mathematics","topic":"Evolutionary Algorithms and Applications","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Particle swarm optimization; Algorithm; Realization (probability); Flexibility (engineering); Block (permutation group theory); Emulation; Function (biology); Computer science; Mathematical optimization; Mathematics","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":[0.0003431327,0.0001268924,0.0002462853,0.0001561205,0.0001665735,0.0001337285,0.0002932559,0.00003620972,0.000005881681],"category_scores_gemma":[0.00001185934,0.0001034248,0.00006776513,0.000280932,0.00002060297,0.0001141146,0.00006448873,0.00007090782,0.00003714507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002527459,"about_ca_system_score_gemma":0.0001322875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.127242e-7,"about_ca_topic_score_gemma":6.691087e-8,"domain_scores_codex":[0.9987787,0.000008783574,0.0005330787,0.0001495597,0.0003626664,0.0001671936],"domain_scores_gemma":[0.9984717,0.000695752,0.0004094762,0.00011804,0.0001779228,0.0001271056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001470202,0.0003124345,0.000002507587,0.0001945457,0.0001531004,0.00001256791,0.00106262,0.0395821,0.0005614987,0.8702624,0.02135907,0.06648245],"study_design_scores_gemma":[0.0006786701,0.0001729478,0.0003425435,0.00008415485,0.0000205186,0.00009800688,0.0001356168,0.8558307,0.0000355556,0.140823,0.001643277,0.0001349846],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007072586,0.00002079899,0.9915858,0.0004448194,0.0001060301,0.0002870071,0.00002310445,0.0000579086,0.0004019316],"genre_scores_gemma":[0.03385478,0.00001694251,0.9654637,0.00008335979,0.0002214553,0.00003280622,0.00001680741,0.00001526036,0.0002948756],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8162487,"threshold_uncertainty_score":0.4217541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0171070896693709,"score_gpt":0.2817058613901625,"score_spread":0.2645987717207916,"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."}}