{"id":"W2074658341","doi":"10.4006/1.3119383","title":"The Auxiliary Components of Thermodynamic Theory and Their Nonempirical, Algorithmic Nature.","year":2006,"lang":"en","type":"article","venue":"Physics Essays","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Physics; Statistical physics; Theoretical physics; Thermodynamics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002665989,0.0005780372,0.0006522512,0.001283163,0.001433235,0.003290985,0.001525976,0.001426634,0.00472283],"category_scores_gemma":[0.02037586,0.0005637726,0.0005520975,0.001076038,0.01241616,0.01184864,0.001749915,0.004983605,0.0009315681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001274278,"about_ca_system_score_gemma":0.00107496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007603043,"about_ca_topic_score_gemma":0.000905218,"domain_scores_codex":[0.9990463,0.0004493502,0.00005232304,0.0001281372,0.0002793079,0.00004468974],"domain_scores_gemma":[0.9930607,0.00503819,0.0002503191,0.0008636512,0.0006117715,0.0001753061],"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":[0.000004434446,0.000004249236,0.00004271336,0.00002201996,0.000003493043,0.000006234671,0.0000446355,0.0002971142,0.0000398841,0.993776,0.002762416,0.002996799],"study_design_scores_gemma":[0.000001180306,0.000001444121,0.00004115695,0.000007625666,0.000001598984,0.000006146861,0.000008964552,0.0008507203,0.00003450029,0.9951215,0.003923388,0.000001748987],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03451286,0.06893691,0.5794859,0.06017113,0.01011802,0.00007261556,0.000563334,0.0004417891,0.2456973],"genre_scores_gemma":[0.7675349,0.02719595,0.1327848,0.005522014,0.01303941,0.0002367811,0.0005393588,0.0004055027,0.05274129],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00472283,"threshold_uncertainty_score":0.01579946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005184698088005116,"score_gpt":0.236410829060399,"score_spread":0.2312261309723938,"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."}}