{"id":"W3162058841","doi":"10.1139/cjc-2021-0048","title":"Thermodynamic theory of irreversible processes and generalized hydrodynamics of fluids","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Chemistry","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Chemistry; Thermodynamics; Second law of thermodynamics; Nonlinear system; Irreversible process; Classical mechanics; Fourier transform; Statistical physics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006345465,0.000464079,0.0008148075,0.001182813,0.0005208441,0.001017681,0.0007641449,0.0008286249,0.001935842],"category_scores_gemma":[0.0009112768,0.0002087817,0.0006277232,0.0007936156,0.002947023,0.002513622,0.0007679409,0.001265943,0.0003953117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00107659,"about_ca_system_score_gemma":0.0009977211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00113485,"about_ca_topic_score_gemma":0.0006644701,"domain_scores_codex":[0.9995061,0.00009743572,0.00002292455,0.00008583416,0.000230895,0.00005676847],"domain_scores_gemma":[0.9997339,0.0001027619,0.00003107219,0.00002852753,0.00008343231,0.00002027158],"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":[0.000003563101,0.000006214106,0.0000758367,0.000163582,0.00001191734,0.00006010452,0.0000403123,0.006554228,0.00100537,0.9801766,0.001867701,0.0100347],"study_design_scores_gemma":[0.00000393205,0.00002144632,0.0003793059,0.00007501488,0.000009141559,0.0002274859,0.00002399804,0.01734649,0.0008544676,0.9257724,0.05526385,0.00002257152],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04164221,0.3239465,0.4953409,0.01039149,0.00404984,0.00007271427,0.0003205399,0.0003529481,0.1238828],"genre_scores_gemma":[0.6869228,0.205191,0.0522145,0.003192294,0.01132715,0.0001875623,0.0004498089,0.0002146942,0.04030019],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001935842,"threshold_uncertainty_score":0.007811248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005888555761461225,"score_gpt":0.2078171559317639,"score_spread":0.2019286001703026,"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."}}