{"id":"W4385546282","doi":"10.1103/physrevlett.131.057101","title":"Information Engine in a Nonequilibrium Bath","year":2023,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Foundational Questions Institute; Silicon Valley Community Foundation","keywords":"Non-equilibrium thermodynamics; Physics; Statistical physics; Computer science; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002698247,0.0001257292,0.0004655582,0.0001784128,0.0004710084,0.0007488925,0.0005609321,0.0004628411,0.002963877],"category_scores_gemma":[0.0009337496,0.0002290778,0.0001815191,0.0001708661,0.001014417,0.002006511,0.000913237,0.0006626074,0.0005580043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004074375,"about_ca_system_score_gemma":0.0004871192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005218185,"about_ca_topic_score_gemma":0.0004918503,"domain_scores_codex":[0.9998941,0.00001599838,0.00000590749,0.00002942664,0.0000298299,0.00002469406],"domain_scores_gemma":[0.9996312,0.0001584121,0.00003164214,0.00008368414,0.00003685066,0.00005815735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004574344,0.0002442587,0.002183901,0.0003419166,0.00006566032,0.0006060422,0.0005335904,0.1018385,0.4827805,0.3846817,0.001721471,0.02454502],"study_design_scores_gemma":[0.0001036272,0.0003261812,0.00191714,0.00003292449,0.00004256343,0.0001823807,0.0001510057,0.7174533,0.1620335,0.1069046,0.010751,0.0001018459],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8881058,0.0005920103,0.09638967,0.0008725905,0.0001957862,0.00003174276,0.00008854805,0.0002932945,0.01343052],"genre_scores_gemma":[0.9877648,0.0001501277,0.007516262,0.0001093529,0.0000155344,0.00001755288,0.00003386932,0.00002609947,0.004366486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002963877,"threshold_uncertainty_score":0.009915113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007534228708228856,"score_gpt":0.2742501975863905,"score_spread":0.2667159688781616,"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."}}