{"id":"W2094132822","doi":"10.1145/1916461.1916468","title":"Algorithm 909","year":2011,"lang":"en","type":"article","venue":"ACM Transactions on Mathematical Software","topic":"Advanced Optimization Algorithms Research","field":"Mathematics","cited_by":627,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Software; Mathematical optimization; Algorithm; Programming language; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008058125,0.001564267,0.001025952,0.001618585,0.001224234,0.002727811,0.001969854,0.001629376,0.14048],"category_scores_gemma":[0.00479359,0.0004772514,0.00102055,0.001350725,0.000649113,0.001782649,0.002253531,0.001436959,0.05902037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066888,"about_ca_system_score_gemma":0.002387622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002198145,"about_ca_topic_score_gemma":0.00315898,"domain_scores_codex":[0.9989937,0.0001812,0.00006948379,0.000350913,0.00027306,0.0001317249],"domain_scores_gemma":[0.9991224,0.0002914139,0.00003951249,0.000225315,0.0002749503,0.00004639248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005176357,0.0002174686,0.001309817,0.000535977,0.0001130179,0.0001635617,0.0001101638,0.06983475,0.002765755,0.1116306,0.1760689,0.6367323],"study_design_scores_gemma":[0.0004801636,0.000164948,0.0005432781,0.0002041013,0.00006901682,0.0005190118,0.0001525297,0.4642634,0.008370041,0.2062138,0.3189529,0.00006679892],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006680702,0.0006188774,0.8823811,0.0009035416,0.0006526979,0.0006981609,0.004425729,0.01394539,0.08969387],"genre_scores_gemma":[0.09019469,0.0006330929,0.7772565,0.0009673074,0.0002320817,0.001687615,0.01440564,0.005739038,0.1088842],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.14048,"threshold_uncertainty_score":0.4699523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1198276313203575,"score_gpt":0.3502867428089378,"score_spread":0.2304591114885803,"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."}}