{"id":"W3081045602","doi":"10.5539/jmr.v12n5p27","title":"On a New Optimization Method With Constraints","year":2020,"lang":"en","type":"article","venue":"Journal of Mathematics Research","topic":"Advanced Optimization Algorithms Research","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics; Regular polygon; Combinatorics; Convergence (economics); Function (biology); Optimization problem; Set (abstract data type); Mathematical optimization; Discrete mathematics; Computer science; Geometry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003127661,0.0001841354,0.0004988992,0.0004588823,0.0001371269,0.0001325825,0.0005948158,0.0001041299,0.001309515],"category_scores_gemma":[0.009957508,0.000129781,0.0001015472,0.00104174,0.0001996501,0.0002543189,0.0001096486,0.001169224,0.0000541943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001436488,"about_ca_system_score_gemma":0.0007033395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001050322,"about_ca_topic_score_gemma":6.383688e-7,"domain_scores_codex":[0.9955395,0.0004021135,0.0007676876,0.0002154251,0.002628095,0.0004471287],"domain_scores_gemma":[0.9929605,0.003945263,0.0004603188,0.0003055259,0.001705789,0.0006226033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00100812,0.001605256,0.00001887162,0.001004423,0.0005402718,0.0006159525,0.01055091,0.6709675,0.0008412224,0.236671,0.05450204,0.02167445],"study_design_scores_gemma":[0.004600949,0.003555885,0.000002484481,0.0007250723,0.00006220041,0.0005713989,0.004377734,0.7407025,0.004085294,0.2399365,0.000984299,0.0003957249],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0005639574,0.00002777277,0.9898899,0.004254577,0.00002779769,0.0004204734,0.000003780339,0.00002989755,0.004781809],"genre_scores_gemma":[0.003332865,0.00005372849,0.9955198,0.0001261812,0.0002064784,0.000004997548,9.904819e-7,0.00007006679,0.0006849517],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06973495,"threshold_uncertainty_score":0.9996035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2675800424540174,"score_gpt":0.4967431685305785,"score_spread":0.2291631260765611,"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."}}