{"id":"W3033048743","doi":"10.1021/acs.jpclett.0c01055","title":"Nonequilibrium Energy Transduction in Stochastic Strongly Coupled Rotary Motors","year":2020,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry Letters","topic":"ATP Synthase and ATPases Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Western Canada Research Grid; Compute Canada","keywords":"Non-equilibrium thermodynamics; Slippage; Molecular motor; Coupling (piping); Transduction (biophysics); Molecular machine; Thermal fluctuations; Energy (signal processing); Statistical physics; Physics; Biological system; Computer science; Nanotechnology; Engineering; Materials science; Biophysics; Mechanical engineering; Thermodynamics; Biology","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":[0.0003742374,0.0003953995,0.000531085,0.0003918069,0.0004949586,0.0009876818,0.000667553,0.000762542,0.000943675],"category_scores_gemma":[0.001622658,0.0004520758,0.000380342,0.0002573416,0.001880073,0.001120343,0.0009412295,0.0004826318,0.0001339255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027871,"about_ca_system_score_gemma":0.0005881831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002094392,"about_ca_topic_score_gemma":0.001354948,"domain_scores_codex":[0.9997159,0.00007576471,0.00001058074,0.00004461868,0.00008426884,0.00006882153],"domain_scores_gemma":[0.9994805,0.0002457536,0.0001036702,0.00003532154,0.00004129373,0.00009336584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002120042,0.0001811705,0.001770962,0.00007160359,0.00007506969,0.0005217714,0.000235623,0.737829,0.06805446,0.1863735,0.0004978467,0.004176876],"study_design_scores_gemma":[0.00001712223,0.00003012652,0.000370917,0.000002292642,0.00000471875,0.00002015084,0.00002086729,0.9817476,0.001067187,0.01660437,0.0001019946,0.00001272835],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8826885,0.000286963,0.1088867,0.0005558167,0.00004530216,0.00002674314,0.00004661467,0.0001602356,0.007303088],"genre_scores_gemma":[0.997893,0.00006320488,0.001128397,0.00003308512,0.000007110114,0.00001705364,0.000008259889,0.00001330298,0.0008365664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002094392,"threshold_uncertainty_score":0.007457733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00988891555604449,"score_gpt":0.2393022439293378,"score_spread":0.2294133283732933,"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."}}