{"id":"W2076587960","doi":"10.1002/qua.22458","title":"Convergence and computational efficiency enhancements in the iterative solution of the <i>G</i>‐particle‐hole hypervirial equation","year":2010,"lang":"en","type":"article","venue":"International Journal of Quantum Chemistry","topic":"Spectroscopy and Quantum Chemical Studies","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad de Buenos Aires; Consejo Nacional de Investigaciones Científicas y Técnicas","keywords":"Convergence (economics); Density matrix; Physics; Mathematical physics; Hermitian matrix; Quantum; Matrix (chemical analysis); Schrödinger equation; Quantum mechanics; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002319966,0.00006548096,0.00009020911,0.000008477614,0.00005297898,0.00002494672,0.0002749175,0.00002060357,0.0001021418],"category_scores_gemma":[0.00004518181,0.00004053583,0.00005840602,0.00006843542,0.0001323764,0.00009883935,0.00004620689,0.0002208835,7.820848e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001454956,"about_ca_system_score_gemma":0.00004458557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002379394,"about_ca_topic_score_gemma":9.896443e-7,"domain_scores_codex":[0.9991738,0.00002310867,0.0003075234,0.0000722803,0.0003450571,0.00007818216],"domain_scores_gemma":[0.9993047,0.0001357843,0.0002934681,0.00005440151,0.0001941305,0.00001752969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006894353,0.0002111573,0.03320228,0.000005755157,0.00005307302,9.799186e-7,0.0008429445,0.0002580314,0.9566967,0.008197996,0.00009030907,0.0003717771],"study_design_scores_gemma":[0.001108175,0.00003624188,0.01489229,0.00006371473,0.00002183219,0.00001299973,0.0006104487,0.03362182,0.9321834,0.01720726,0.0001517892,0.0000900592],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993018,0.0000344732,0.005194091,0.0009819615,0.0003992882,0.00004050029,0.00001341167,0.000001034501,0.0003172525],"genre_scores_gemma":[0.9995711,0.000003159423,0.00008279521,0.00004722574,0.0002783347,0.000002745941,0.000004065761,0.000002269185,0.000008275118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03336379,"threshold_uncertainty_score":0.1653003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01314560887468839,"score_gpt":0.2814615374028031,"score_spread":0.2683159285281146,"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."}}