{"id":"W2073414567","doi":"10.1109/cdc.2011.6161401","title":"Stability of interconnected thermodynamic systems","year":2011,"lang":"en","type":"article","venue":"","topic":"Control and Stability of Dynamical Systems","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Thermodynamic system; Stability (learning theory); Thermodynamic process; Chemical stability; Thermodynamic equilibrium; Thermodynamic state; Material properties; Computer science; Thermodynamics; 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":[0.0001609614,0.00009279494,0.000229489,0.00002726327,0.00000932096,0.00000537066,0.0001284451,0.00005577381,0.0003886367],"category_scores_gemma":[0.00002066517,0.00007325431,0.0000682274,0.00007142101,0.00003782667,0.00005595064,0.00001559401,0.00006298999,0.00001695159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003794826,"about_ca_system_score_gemma":0.000004590725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007760538,"about_ca_topic_score_gemma":0.0003730324,"domain_scores_codex":[0.9993271,0.00003566784,0.0003071877,0.0001052902,0.00008328979,0.0001415116],"domain_scores_gemma":[0.9995738,0.00005070997,0.00002059734,0.0002595756,0.0000450952,0.00005025403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000359568,0.001083947,0.1112902,0.005178692,0.001210862,0.00001181364,0.02149178,0.002199272,0.6934305,0.1261756,0.0001712677,0.03739659],"study_design_scores_gemma":[0.0003897006,0.00008236838,0.04255858,0.00003869997,0.0000155283,0.000003252065,0.0009915445,0.9531057,0.001832133,0.0006810842,0.00007707559,0.0002243129],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9126874,0.0001267369,0.01995048,0.00000264322,0.0002926416,0.0001996247,0.00001074274,0.0002895756,0.06644015],"genre_scores_gemma":[0.9998397,0.000001834948,0.00009298149,0.000001350278,0.00001147371,0.00001259964,0.000001614266,0.00001086735,0.00002763578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9509065,"threshold_uncertainty_score":0.42553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01927097960183687,"score_gpt":0.173976102757686,"score_spread":0.1547051231558491,"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."}}