{"id":"W4234763145","doi":"10.1007/978-3-030-19462-8_8","title":"Geometric Programming","year":2019,"lang":"en","type":"book-chapter","venue":"International series in management science/operations research/International series in operations research & management science","topic":"Advanced Optimization Algorithms Research","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; University of New Brunswick","funders":"","keywords":"Geometric programming; Misnomer; Nonlinear programming; Computer science; Duality (order theory); Mathematics; Mathematical economics; Mathematical optimization; Discrete mathematics; Nonlinear system; Philosophy","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":["metaepi_narrow","bibliometrics","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","open_science","insufficient_payload"],"category_scores_codex":[0.02585713,0.0009269544,0.0007911322,0.03080026,0.00360921,0.006339386,0.01222646,0.0003384161,0.00490397],"category_scores_gemma":[0.004983508,0.0009739622,0.0002191992,0.01269796,0.01082888,0.01050189,0.01029451,0.003222258,0.001251489],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01004501,"about_ca_system_score_gemma":0.001747294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003701287,"about_ca_topic_score_gemma":0.003575465,"domain_scores_codex":[0.97097,0.0004482217,0.002367044,0.003770956,0.01939396,0.003049817],"domain_scores_gemma":[0.9888958,0.0006483067,0.0001811299,0.002658743,0.007044086,0.0005719279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001674778,0.000491264,0.0001385442,0.0001701123,0.0001468362,0.0003409688,0.0004979962,0.09521645,0.0001086332,0.8908193,0.001700263,0.01020218],"study_design_scores_gemma":[0.003899277,0.0007344171,0.001970978,0.002696405,0.00004707544,0.0001346986,0.01136975,0.1712488,0.0005984848,0.166762,0.6374657,0.003072523],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001098779,0.0001447999,0.008849467,0.01153941,0.003347697,0.008840998,0.0001909334,0.0002468393,0.9657411],"genre_scores_gemma":[0.02378682,0.007015043,0.1338339,0.0001128192,0.0003958091,0.002143551,0.0003534488,0.0001939706,0.8321646],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7240573,"threshold_uncertainty_score":0.9995261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1134913708158824,"score_gpt":0.4638391819391596,"score_spread":0.3503478111232772,"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."}}