{"id":"W2096052363","doi":"10.1039/c2nr33711h","title":"Phoretic self-propulsion: a mesoscopic description of reaction dynamics that powers motion","year":2012,"lang":"en","type":"article","venue":"Nanoscale","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mesoscopic physics; Exothermic reaction; Janus particles; Propulsion; Reaction dynamics; Janus; Dissociation (chemistry); Nanotechnology; Chemistry; Physics; Chemical physics; Classical mechanics; Materials science; Physical chemistry; Thermodynamics","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":[0.0001176384,0.0003014139,0.0002039552,0.000210715,0.0001930568,0.00038975,0.0005333595,0.0005060259,0.001329582],"category_scores_gemma":[0.0001733292,0.0001619164,0.0003027664,0.0001440402,0.0007466695,0.0008283045,0.0002913553,0.0004654333,0.000265989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002360239,"about_ca_system_score_gemma":0.0003166171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006177308,"about_ca_topic_score_gemma":0.0004231966,"domain_scores_codex":[0.9999489,0.000008542266,0.000001809822,0.000006937227,0.00002743085,0.000006467446],"domain_scores_gemma":[0.9999629,0.00001174456,0.000007362213,0.000007203502,0.00000537145,0.000005310141],"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":[0.00002812609,0.00004431317,0.0004346791,0.0001556133,0.00002450812,0.0003655857,0.0001796899,0.320458,0.05310452,0.6086633,0.00148597,0.01505559],"study_design_scores_gemma":[0.00001557943,0.00002944761,0.0003573008,0.000009188612,0.000005020344,0.0001269963,0.0000185037,0.9437538,0.003190456,0.04552318,0.006960051,0.00001040052],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1778907,0.0078328,0.7476913,0.001888373,0.0005204816,0.0001110157,0.0002368569,0.0003926195,0.06343582],"genre_scores_gemma":[0.9271286,0.002930763,0.04526619,0.0002287005,0.0002404662,0.0001208012,0.00007238933,0.00008777156,0.02392427],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001329582,"threshold_uncertainty_score":0.004447877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01304273520316883,"score_gpt":0.2275433089034806,"score_spread":0.2145005737003118,"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."}}