{"id":"W4220979609","doi":"10.1103/physrevlett.128.071601","title":"Late Time Correlations in Hydrodynamics: Beyond Constitutive Relations.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Statistical physics; Non-equilibrium thermodynamics; Nonlinear system; Constitutive equation; Physics; Thermal; Classical mechanics; Thermodynamics; Quantum mechanics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001571082,0.00008931653,0.0001225046,0.00007585814,0.0002213592,0.00001382445,0.0001018074,0.0000155218,0.0007640588],"category_scores_gemma":[0.00001685264,0.0001024451,0.00003987569,0.0002464695,0.00003888952,0.00007990954,0.00009374127,0.0002675329,0.00004831047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001146853,"about_ca_system_score_gemma":0.00003179321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003154517,"about_ca_topic_score_gemma":0.000005296283,"domain_scores_codex":[0.9992031,0.00005501678,0.0001922465,0.000185303,0.0001161541,0.0002481142],"domain_scores_gemma":[0.9995857,0.0001345172,0.00006972132,0.0001296781,0.00001798603,0.00006240995],"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":[0.00001050603,0.00008356245,0.002469464,6.201187e-7,0.00001956246,0.00000368254,0.00007646141,0.05060074,0.000006849924,0.9194996,0.00005816936,0.02717079],"study_design_scores_gemma":[0.0004592683,0.000009663691,0.01227754,0.000001152258,0.00001416992,7.875412e-7,0.000072619,0.454623,0.000001609391,0.5299671,0.002409763,0.0001633956],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2502225,0.00006287838,0.3430398,0.0006634843,0.0007607526,0.001977019,0.002137018,0.000105135,0.4010313],"genre_scores_gemma":[0.9939182,3.894334e-7,0.0006262392,0.00003801881,0.0000269088,0.001149846,0.0001965756,0.00001292283,0.004030918],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7436956,"threshold_uncertainty_score":0.8365908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005292415035527486,"score_gpt":0.1936521573637684,"score_spread":0.1883597423282409,"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."}}