{"id":"W4394919487","doi":"10.5539/apr.v16n1p155","title":"Supreme Theory of Everything: Deep Mysteries of Thermodynamics","year":2024,"lang":"en","type":"article","venue":"Applied Physics Research","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermodynamics; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006063204,0.0001497545,0.0002808332,0.00007881838,0.00007961334,0.00003718709,0.0003148568,0.00004631675,0.0001775467],"category_scores_gemma":[0.0000101619,0.0001321303,0.0001003298,0.0004652973,0.0002757561,0.0000771839,0.0001951996,0.0004084667,0.00002386227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002953027,"about_ca_system_score_gemma":0.0001026632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001905286,"about_ca_topic_score_gemma":9.361362e-7,"domain_scores_codex":[0.9984834,0.00008915719,0.0002960046,0.0002857119,0.0004903876,0.0003553512],"domain_scores_gemma":[0.9984964,0.0008174148,0.00005673929,0.0003792607,0.0001843834,0.0000657932],"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":[0.00005028749,0.00008438616,0.00001426254,0.0001396721,0.0001021774,9.032386e-7,0.000707359,0.0004507573,0.0461581,0.8660235,0.000005663794,0.08626291],"study_design_scores_gemma":[0.0001172165,0.00004830977,0.00002438722,0.0000509768,0.00001498388,1.330981e-7,0.0007872965,0.08472581,0.01233875,0.9016279,0.0001492782,0.000114957],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0631939,0.0001135848,0.8668209,0.0000129717,0.00009231426,0.0003061459,0.0002116395,0.00002768851,0.06922083],"genre_scores_gemma":[0.9976903,0.000009437305,0.001857815,0.000003081761,0.0001164281,0.00004297802,0.00004895387,0.00004656238,0.0001844181],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9344964,"threshold_uncertainty_score":0.5388118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03910749969252542,"score_gpt":0.3392904878358037,"score_spread":0.3001829881432783,"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."}}