{"id":"W1975105322","doi":"10.1103/physreve.81.036102","title":"Perturbation theory in a pure-exchange nonequilibrium economy","year":2010,"lang":"en","type":"article","venue":"Physical Review E","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Non-equilibrium thermodynamics; Probabilistic logic; Statistical physics; Eigenvalues and eigenvectors; Formalism (music); Mathematics; Homogeneous; Perturbation (astronomy); Mean field theory; Physics; Applied mathematics; Quantum mechanics; Statistics","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005353816,0.0001254,0.0005777663,0.00008695615,0.00003131458,0.00003766056,0.0001798594,0.00002956157,0.002129816],"category_scores_gemma":[0.0001369076,0.0001227365,0.0002290954,0.0002915478,0.00003083199,0.0002101881,0.00005582575,0.0001821693,0.001368217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002764596,"about_ca_system_score_gemma":0.000008377316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007309974,"about_ca_topic_score_gemma":0.00005894691,"domain_scores_codex":[0.999014,0.00002320901,0.0004363583,0.0003110399,0.00002201073,0.0001934482],"domain_scores_gemma":[0.9992636,0.00006921712,0.0002045729,0.000377567,0.00002053568,0.0000645094],"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":[0.000002682927,0.00007965963,0.0009984224,0.0003746252,0.00002080666,9.886967e-7,0.00009624512,0.000001722457,0.00003369227,0.9942077,0.0005718289,0.003611558],"study_design_scores_gemma":[0.0001804296,0.00002805299,0.002953409,0.0001262908,0.00001564607,0.000001866663,0.000007559343,0.005460812,0.000008910572,0.4200671,0.5709053,0.0002446722],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2187353,0.09230735,0.0007864106,0.005341519,0.0005961479,0.001147852,0.00008156117,0.00008662623,0.6809172],"genre_scores_gemma":[0.9945765,0.001794344,0.0000544953,0.0006239412,0.0003724925,0.00009576898,0.00001797249,0.00001873629,0.002445717],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7758412,"threshold_uncertainty_score":0.9994093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02080044627957003,"score_gpt":0.2475237584309068,"score_spread":0.2267233121513367,"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."}}