{"id":"W2079759526","doi":"10.1063/1.4918329","title":"Nanomotor dynamics in a chemically oscillating medium","year":2015,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Compute Canada","keywords":"Molecular motor; Propulsion; Non-equilibrium thermodynamics; Chemical reaction; Chemical Dynamics; Diffusion; Dynamics (music); Chemical species; Process (computing); Biochemical engineering; Chemical physics; Nanotechnology; Chemistry; Computer science; Materials science; Physics; Aerospace engineering; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004323719,0.0001288523,0.0002654225,0.00002033726,0.00001916898,0.00001757893,0.0003528744,0.00004021509,0.00001715293],"category_scores_gemma":[0.00003746167,0.00008647502,0.0001083887,0.0001937215,0.00007703652,0.0001084783,0.00008577568,0.0004285485,0.000009140635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001485585,"about_ca_system_score_gemma":0.0001804953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002053439,"about_ca_topic_score_gemma":5.689818e-7,"domain_scores_codex":[0.9989716,0.00004162821,0.0004197613,0.00007025947,0.00027881,0.0002179893],"domain_scores_gemma":[0.9990757,0.0001404748,0.0003147543,0.0001557854,0.0001790594,0.0001342792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000382003,0.0007150236,0.02469111,0.00003391377,0.00018356,0.000009606335,0.002744158,0.001559829,0.942986,0.007379054,0.006866488,0.01244928],"study_design_scores_gemma":[0.0030212,0.0001269451,0.000106356,0.0001707956,0.0001357679,0.00003089105,0.00139967,0.00790235,0.8766263,0.1092663,0.0007804964,0.0004329391],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917426,0.0000528039,0.003824461,0.0004476319,0.0001641131,0.00006464843,0.000005520596,0.000005231444,0.003693018],"genre_scores_gemma":[0.9978581,0.000002107586,0.001023215,0.00006065766,0.0009909398,5.407801e-7,0.000004305906,0.00001615234,0.00004396814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1018873,"threshold_uncertainty_score":0.3526349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01480312250501017,"score_gpt":0.2419504311992142,"score_spread":0.227147308694204,"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."}}