{"id":"W4396939303","doi":"10.1088/1751-8121/ad4c2c","title":"Thermodynamic work of partial resetting","year":2024,"lang":"en","type":"article","venue":"Journal of Physics A Mathematical and Theoretical","topic":"Ion-surface interactions and analysis","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Deutsche Forschungsgemeinschaft","keywords":"Work (physics); Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008101916,0.0003337233,0.0006351625,0.0007704055,0.001049289,0.001501031,0.001232926,0.0006173881,0.01568376],"category_scores_gemma":[0.003624882,0.0003989495,0.0004729534,0.0003507055,0.002711859,0.002092265,0.002079385,0.0007954464,0.001110334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007781134,"about_ca_system_score_gemma":0.0005594104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006784859,"about_ca_topic_score_gemma":0.000437579,"domain_scores_codex":[0.999568,0.00008583826,0.00002269244,0.00008919962,0.0001387904,0.00009543985],"domain_scores_gemma":[0.9989462,0.0003498892,0.00006727746,0.0003841792,0.0001118481,0.0001405673],"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":[0.0001751675,0.00005546565,0.0005592197,0.0002158237,0.00003461524,0.0003144464,0.0001927978,0.05958168,0.01627069,0.8985056,0.003330139,0.02076441],"study_design_scores_gemma":[0.00006577389,0.0001824253,0.001091568,0.00005282879,0.00003126439,0.0002709691,0.0001103382,0.297313,0.01680668,0.6725956,0.01138155,0.00009791863],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6592821,0.002962881,0.1864787,0.002516594,0.002323832,0.0001019015,0.0004653822,0.00154006,0.1443284],"genre_scores_gemma":[0.9883075,0.0003007495,0.00295228,0.0001544345,0.000110401,0.00005610557,0.00009413081,0.0001444243,0.007879999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01568376,"threshold_uncertainty_score":0.05246747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005097105555540868,"score_gpt":0.22948425800615,"score_spread":0.2243871524506092,"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."}}