{"id":"W2119008559","doi":"10.1007/s00161-012-0272-7","title":"Trends in thermodynamics and materials theory","year":2012,"lang":"en","type":"article","venue":"Continuum Mechanics and Thermodynamics","topic":"Catalysis and Oxidation Reactions","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Successor cardinal; Lament; Honor; Nothing; Sociology; Philosophy; Epistemology; Mathematics; Theology","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":[0.0004381668,0.0001673301,0.0002394997,0.0001540169,0.00005067894,0.00004253641,0.0000773849,0.0001303293,0.0001278897],"category_scores_gemma":[0.00002923221,0.0001521514,0.00004152251,0.0001618915,0.00001631333,0.0001621848,0.00008374915,0.0001334826,0.000004495966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000381335,"about_ca_system_score_gemma":0.000004318454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002362029,"about_ca_topic_score_gemma":0.00006663361,"domain_scores_codex":[0.9991756,0.00003381009,0.0002366472,0.0001859695,0.00008339593,0.0002845838],"domain_scores_gemma":[0.9995392,0.00007004455,0.00007107558,0.0001974031,0.00002058552,0.0001016989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002196034,0.00005879984,0.0001150771,0.00001435327,0.0000396252,0.000001125758,0.0003924999,0.00001138468,0.2614536,0.7106707,0.000004754072,0.02721617],"study_design_scores_gemma":[0.003184527,0.00008540013,0.0303289,0.0001506954,0.0003516674,0.0001206225,0.001659713,0.8245473,0.02052574,0.1136044,0.003510554,0.001930534],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9515998,0.0004249358,0.04492652,0.00006117183,0.0002510528,0.00008099613,0.00004527926,0.00006219388,0.002548009],"genre_scores_gemma":[0.9988395,0.0001657351,0.000189498,0.00004878475,0.00007659235,0.00001626085,0.00007179186,0.0000337596,0.0005581042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8245359,"threshold_uncertainty_score":0.6204556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00769617347700429,"score_gpt":0.2201131592830201,"score_spread":0.2124169858060158,"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."}}