{"id":"W2056811204","doi":"10.1002/pamm.200700535","title":"Convex separable minimization with box constraints","year":2007,"lang":"en","type":"article","venue":"PAMM","topic":"Optimization and Packing Problems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Separable space; Mathematics; Mathematical optimization; Regular polygon; Convex analysis; Convergence (economics); Minification; Convex function; Constraint (computer-aided design); Linear matrix inequality; Convex optimization; Function (biology); Proper convex function; Economics","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":[0.001540449,0.001490727,0.001754462,0.0004870881,0.0002987897,0.001249396,0.0005554665,0.0009467405,0.005746009],"category_scores_gemma":[0.002897403,0.0005579356,0.0006894529,0.0008509237,0.0009741422,0.001517813,0.00141362,0.001164,0.0009350405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00059766,"about_ca_system_score_gemma":0.0006665168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009823055,"about_ca_topic_score_gemma":0.000761127,"domain_scores_codex":[0.9992132,0.0003300139,0.00003448613,0.0001124193,0.0002187124,0.00009110389],"domain_scores_gemma":[0.999139,0.0005177804,0.00007597452,0.00009927949,0.0001147329,0.00005322767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003532938,0.0001153908,0.0004479521,0.0005968637,0.0001300969,0.0003933399,0.0001259673,0.6386173,0.01771319,0.251764,0.005924844,0.08381759],"study_design_scores_gemma":[0.00002646055,0.00007129763,0.0001714628,0.00004186362,0.00001853422,0.00007857593,0.00002390325,0.9415715,0.004458098,0.04982894,0.003696932,0.00001248758],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01908242,0.0003519443,0.9750045,0.0001606916,0.00004298121,0.0000370705,0.00009241504,0.00007995607,0.005148153],"genre_scores_gemma":[0.4386469,0.001123322,0.5414681,0.0001906566,0.0001416892,0.0003402183,0.000570708,0.0002568764,0.01726162],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005746009,"threshold_uncertainty_score":0.01922232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007464599209002998,"score_gpt":0.206008145766781,"score_spread":0.198543546557778,"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."}}