{"id":"W4306916534","doi":"10.3390/e24101498","title":"How the Brain Becomes the Mind: Can Thermodynamics Explain the Emergence and Nature of Emotions?","year":2022,"lang":"en","type":"article","venue":"Entropy","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Carnot cycle; Non-equilibrium thermodynamics; Cognitive psychology; Psychology; Thermodynamic system; Computer science; Statistical physics; 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":[0.0003004809,0.00009701868,0.00007661896,0.00002503494,0.0009232286,0.00006852918,0.0004664305,0.00002559159,0.00008704873],"category_scores_gemma":[0.0002693337,0.00004422806,0.00006115391,0.0002795926,0.000196692,0.00005284179,0.0002127675,0.0004602938,7.629712e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002041675,"about_ca_system_score_gemma":0.0000196477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002735086,"about_ca_topic_score_gemma":0.00007955866,"domain_scores_codex":[0.9988351,0.0003805182,0.0001052977,0.0002129148,0.0003010292,0.0001651723],"domain_scores_gemma":[0.9989169,0.0005941541,0.0001065014,0.000346883,0.00001479457,0.00002078734],"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":[0.00008063229,0.0001193485,0.001192807,0.00001293241,0.00003430588,0.00001320607,0.004357398,0.001468683,0.6015961,0.3608263,0.01288287,0.01741541],"study_design_scores_gemma":[0.002032163,0.00128001,0.09610023,0.00002932522,0.0001728721,0.0005862859,0.02959101,0.4408103,0.05084202,0.08749119,0.2898524,0.00121227],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8591516,0.0001216564,0.0001434042,0.1393898,0.0006663723,0.000291733,0.0000755126,0.00001161064,0.0001483529],"genre_scores_gemma":[0.9950237,0.00005934285,0.000007894021,0.003307414,0.00005912086,0.00003571535,0.000003538118,0.00001012852,0.001493167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.550754,"threshold_uncertainty_score":0.7100821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01522309792200147,"score_gpt":0.2323559974047111,"score_spread":0.2171328994827097,"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."}}