{"id":"W1785292658","doi":"10.1088/1367-2630/17/5/055017","title":"Motor properties from persistence: a linear molecular walker lacking spatial and temporal asymmetry","year":2015,"lang":"en","type":"article","venue":"New Journal of Physics","topic":"stochastic dynamics and bifurcation","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Division of Mathematical Sciences; Vetenskapsrådet; University of New South Wales; Western Canada Research Grid; Compute Canada; Simon Fraser University; Pacific Institute for the Mathematical Sciences","keywords":"Physics; Asymmetry; Ratchet; Molecular motor; Context (archaeology); Statistical physics; Work (physics); Monte Carlo method; Thermal; Classical mechanics; Nanotechnology; Quantum mechanics","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":[0.00008640627,0.0001020688,0.0001693936,0.00002552079,0.00003410462,0.00005144694,0.00009665768,0.00002517125,0.000008188258],"category_scores_gemma":[0.00001106352,0.00008008032,0.00008449845,0.00005943612,0.00003085293,0.000148437,0.00003478393,0.0001510028,0.000004582987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002197289,"about_ca_system_score_gemma":0.0001765888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005720233,"about_ca_topic_score_gemma":0.000001886435,"domain_scores_codex":[0.9993457,0.00001943643,0.0001991118,0.00009325906,0.0002366703,0.0001058754],"domain_scores_gemma":[0.9993554,0.00001408074,0.0002196291,0.00008275014,0.000186046,0.0001421355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008160876,0.0009090246,0.1429851,0.0000538805,0.001302419,0.00003642716,0.01174865,0.005556017,0.1003373,0.01503135,0.002868895,0.7183549],"study_design_scores_gemma":[0.01840526,0.003750888,0.01941681,0.00151786,0.001597203,0.00005421034,0.01712455,0.5750974,0.07594027,0.2752885,0.009212879,0.002594193],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7237161,0.0001825222,0.2752477,0.0001372574,0.0002304683,0.00005771124,0.000009780541,0.000003728734,0.0004147851],"genre_scores_gemma":[0.9932014,0.000001172783,0.004583419,0.00003692004,0.002081952,5.77078e-7,0.000007126754,0.00001234289,0.00007512725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7157606,"threshold_uncertainty_score":0.3265581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03024076331933742,"score_gpt":0.240963213561383,"score_spread":0.2107224502420456,"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."}}