{"id":"W1975531642","doi":"10.1109/acc.2012.6315220","title":"On the stability of interconnected thermodynamic systems with heat and work exchange","year":2012,"lang":"en","type":"article","venue":"","topic":"Control and Stability of Dynamical Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Work (physics); Stability (learning theory); Thermodynamic system; Heat exchanger; Thermodynamics; Thermodynamic process; Thermodynamic equilibrium; Chemical stability; Computer science; Material properties; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003142767,0.0001110168,0.0001989517,0.00001838828,0.00002499818,0.00001501949,0.00007299618,0.00004261751,0.000097943],"category_scores_gemma":[0.00002365181,0.00005589442,0.00002786669,0.00009094525,0.00005766069,0.00005545823,0.00001619108,0.00009007761,0.000004336979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003992934,"about_ca_system_score_gemma":0.000002094731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001960085,"about_ca_topic_score_gemma":0.0001971646,"domain_scores_codex":[0.9993771,0.00007153476,0.0001616745,0.00008893901,0.0001100176,0.0001907739],"domain_scores_gemma":[0.9992769,0.0003804774,0.00001251171,0.0002457882,0.00002203696,0.00006231056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002070986,0.001632868,0.6795694,0.008124932,0.002202921,0.000004402707,0.04122315,0.01178712,0.06970704,0.148598,0.0008472456,0.03423193],"study_design_scores_gemma":[0.0018139,0.0005648833,0.3526165,0.0006418393,0.00008858246,0.00001726976,0.004213261,0.6377298,0.0005085793,0.0003936918,0.0005349591,0.0008766837],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907891,0.000666716,0.003157082,0.00008371296,0.000135791,0.0003761822,0.000006959061,0.0001051957,0.004679252],"genre_scores_gemma":[0.9998803,0.000003836163,0.00001034444,0.00000891692,0.00002764147,0.00003225062,0.000001093498,0.00001175228,0.00002388133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6259427,"threshold_uncertainty_score":0.2279308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015731142182587,"score_gpt":0.1754580476375447,"score_spread":0.1653007362157189,"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."}}