{"id":"W4390882424","doi":"10.20944/preprints202401.0761.v2","title":"On the Precise Link Between Energy and Information","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Reset (finance); Erasure; Argument (complex analysis); Interpretation (philosophy); Point (geometry); Link (geometry); Computer science; Theoretical physics; Mathematical economics; Mathematics; Physics; Economics","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":[0.0002169637,0.0002539311,0.0002431291,0.00005907492,0.00009553313,0.00006639503,0.0002889925,0.0001229364,0.0004245077],"category_scores_gemma":[0.00004577272,0.0001887064,0.00009689057,0.00006332683,0.00004414891,0.00007561432,0.001544127,0.0007182806,0.0003618865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003560495,"about_ca_system_score_gemma":0.00005268846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007405163,"about_ca_topic_score_gemma":0.000001182915,"domain_scores_codex":[0.998872,0.00005375157,0.000325861,0.0003615288,0.0001859707,0.0002008869],"domain_scores_gemma":[0.9988305,0.0002766462,0.0001510873,0.0005945795,0.00005883101,0.0000883321],"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":[0.00000906301,0.000008962974,0.001331262,0.00003971211,0.0001039492,4.612533e-7,0.0001662732,0.0002671859,0.00003076005,0.9319159,0.00001784843,0.06610861],"study_design_scores_gemma":[0.00008296862,0.00001201644,0.002426356,0.0001305194,0.00005753901,1.396632e-7,0.00002993079,0.01077275,0.0008320939,0.9778906,0.007549069,0.0002160171],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6493798,0.00008188654,0.2391121,0.00324604,0.001040707,0.0008725772,0.001360488,0.000179828,0.1047266],"genre_scores_gemma":[0.998634,0.00002524424,0.0001681112,0.00008519488,0.0003684678,0.0001329349,0.0001703787,0.00002521638,0.0003904526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3492542,"threshold_uncertainty_score":0.7695223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04276093175897881,"score_gpt":0.306013561287835,"score_spread":0.2632526295288561,"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."}}