{"id":"W2033296379","doi":"10.1142/s0217979204025543","title":"NON-EQUILIBRIUM STATISTICAL DISTRIBUTION, PROJECT GREEN FUNCTIONS AND STABILIZING QUANTUM COMPUTING FOR OPEN SYSTEM","year":2004,"lang":"en","type":"article","venue":"International Journal of Modern Physics B","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Yangzhou University","keywords":"Quantum decoherence; Formalism (music); Liouville equation; Quantum; Boundary value problem; Nonlinear system; Master equation; Statistical physics; Distribution function; Physics; Open system (computing); Quantum mechanics; Computer science","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":[0.0004921765,0.0002154318,0.000313664,0.0005503608,0.0006537791,0.0007600443,0.0006325193,0.0004627928,0.001363948],"category_scores_gemma":[0.001851666,0.0001357984,0.000267248,0.0003606057,0.001730335,0.001615487,0.0008969179,0.0006807583,0.0001277909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000974015,"about_ca_system_score_gemma":0.0007763326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001348325,"about_ca_topic_score_gemma":0.0009445084,"domain_scores_codex":[0.9997818,0.00006497227,0.000007741042,0.00002754202,0.00007120037,0.00004684023],"domain_scores_gemma":[0.9995399,0.0002145633,0.00004966769,0.00005252556,0.00008975303,0.00005370373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002150214,0.00002088731,0.0002494469,0.00001677622,0.00000489413,0.00005816905,0.00008661066,0.04604995,0.003494745,0.9455577,0.0002960126,0.00414333],"study_design_scores_gemma":[0.000006534478,0.00001301602,0.0001775597,0.000003046364,0.000002804155,0.00003174884,0.00003217321,0.5598692,0.001613391,0.4378999,0.0003423189,0.000008287512],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4534013,0.0002911812,0.5312143,0.0008861182,0.00004422852,0.0000336658,0.00005136644,0.0001690502,0.0139089],"genre_scores_gemma":[0.9807143,0.0001090884,0.01630051,0.00004820221,0.00001899979,0.00003099258,0.00001916405,0.00003302143,0.00272579],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001363948,"threshold_uncertainty_score":0.007067025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02275875394417515,"score_gpt":0.2968395088217865,"score_spread":0.2740807548776114,"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."}}