{"id":"W2901161874","doi":"10.1039/c8sm01760c","title":"Diffusiophoretic design of self-spinning microgears from colloidal microswimmers","year":2018,"lang":"en","type":"article","venue":"Soft Matter","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Materials Research; York University; Alfred P. Sloan Foundation; National Science Foundation","keywords":"Spinning; Dissipative system; Colloid; Nanotechnology; Materials science; Dissipative particle dynamics; Colloidal particle; Physics; Chemical engineering; Engineering; Composite material; Thermodynamics; Polymer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000124726,0.0002046887,0.0001416001,0.0001409761,0.0001566786,0.000324806,0.0002969834,0.0002727804,0.0006484941],"category_scores_gemma":[0.0001602526,0.0001921362,0.0001568301,0.00007203529,0.0002561439,0.0002341582,0.0002234511,0.0002531906,0.0002477834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002594111,"about_ca_system_score_gemma":0.0001546598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001810243,"about_ca_topic_score_gemma":0.0003559972,"domain_scores_codex":[0.9999433,0.000006732917,0.000004911581,0.00001428573,0.0000200227,0.00001078177],"domain_scores_gemma":[0.9999217,0.00001094925,0.00003172637,0.00001031542,0.000009101988,0.00001627729],"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":[0.00003629235,0.00002815314,0.0001730345,0.0000669682,0.000006310215,0.00008445712,0.00005534714,0.00775394,0.9837383,0.003060705,0.00009409543,0.004902356],"study_design_scores_gemma":[0.00004854515,0.0003857347,0.0007953974,0.00001029888,0.00001130302,0.0001065588,0.00003760555,0.08932915,0.9022757,0.0006150729,0.006362718,0.00002192017],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9330662,0.0008022209,0.06148211,0.0001381473,0.00005977582,0.00009833361,0.00005846333,0.0003049685,0.003989801],"genre_scores_gemma":[0.9652699,0.0003417863,0.03249798,0.00002249375,0.00001123131,0.00009653341,0.00003729291,0.00003148018,0.001691306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006484941,"threshold_uncertainty_score":0.00216943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007228141442453385,"score_gpt":0.2142055269654885,"score_spread":0.2069773855230351,"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."}}