{"id":"W2269885237","doi":"10.1038/ncomms10009","title":"Transformation and patterning of supermicelles using dynamic holographic assembly","year":2015,"lang":"en","type":"article","venue":"Nature Communications","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Biotechnology and Biological Sciences Research Council; Engineering and Physical Sciences Research Council; Wolfson Foundation; University of Bristol","keywords":"Solvophobic; Optical tweezers; Nanotechnology; Soft matter; Holography; Materials science; Supramolecular chemistry; Nanostructure; Self-assembly; Block (permutation group theory); Fabrication; Chemistry; Physics; Optics; Colloid; Molecule","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002995819,0.00005199049,0.00008014603,0.00007357151,0.0001159997,0.00002197789,0.0002263143,0.0000850253,0.000003447536],"category_scores_gemma":[0.0000691754,0.00004794649,0.00001686907,0.0001795629,0.0001040703,0.000197727,0.00007419014,0.0001338957,0.000002007549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000163404,"about_ca_system_score_gemma":0.00002473282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004317149,"about_ca_topic_score_gemma":0.0001991241,"domain_scores_codex":[0.9994859,0.0001038645,0.0001627278,0.00007646309,0.00009251339,0.00007856397],"domain_scores_gemma":[0.9992827,0.00007256796,0.00006312648,0.000422799,0.0001182819,0.00004054122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001010235,0.00006915226,0.01580703,0.00002263026,0.00000488307,1.687983e-7,0.003014799,0.0005467115,0.9760156,0.00297348,0.00002269301,0.001512698],"study_design_scores_gemma":[0.002388859,0.0002691421,0.1816458,0.0003658666,0.0002000137,0.00008888934,0.006804526,0.6477563,0.1499609,0.00280676,0.00687016,0.0008427863],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995303,0.001595753,0.002284163,0.0003379055,0.00006441842,0.0000891195,0.00001382729,0.00003249409,0.0002792815],"genre_scores_gemma":[0.9922425,0.0001198312,0.007572079,0.00002622145,0.000003690032,0.000004534281,0.00002262074,0.000005585256,0.000002991077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8260548,"threshold_uncertainty_score":0.1955201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05131194067732162,"score_gpt":0.3364829412595363,"score_spread":0.2851710005822147,"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."}}