{"id":"W4212828370","doi":"10.26434/chemrxiv-2022-pzl3v-v2","title":"Enhanced optical force on mutilayered dielectric nanoparticles: Tuning material properties and nature of excitation","year":2022,"lang":"en","type":"preprint","venue":"ChemRxiv","topic":"Orbital Angular Momentum in Optics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Science and Engineering Research Board; Indian Institute of Science Education and Research Mohali; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Excitation; Nanoparticle; Polarizability; Dielectric; Discrete dipole approximation; Materials science; Trapping; Dipole; Core (optical fiber); Shell (structure); Femtosecond; Nanotechnology; Optical tweezers; Optoelectronics; Molecular physics; Optics; Chemistry; Laser; Composite material; Physics","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":[0.00008658902,0.0001969739,0.0002552037,0.00005814513,0.00007309117,0.00005613916,0.0001532908,0.0001129329,0.0001978759],"category_scores_gemma":[0.00001748534,0.0001821803,0.00007476162,0.0000827961,0.00006723007,0.00004443545,0.0003612778,0.0004876816,0.000002644928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003943138,"about_ca_system_score_gemma":0.00004995205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008487879,"about_ca_topic_score_gemma":1.346047e-7,"domain_scores_codex":[0.9990273,0.00002852392,0.000239857,0.0003123072,0.0001951016,0.0001969807],"domain_scores_gemma":[0.9994887,0.00003007433,0.0001468563,0.0002378048,0.00004996505,0.00004665488],"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":[0.0001263769,0.0001503746,0.000175496,0.000214098,0.0001076799,0.000001318992,0.0007640654,0.000197997,0.9829691,0.01377274,0.00002365077,0.001497117],"study_design_scores_gemma":[0.0002512222,0.0001235291,0.0004232608,0.00008989122,0.00004755017,2.638345e-7,0.0004749706,0.0008981671,0.9925243,0.004914261,0.00003765812,0.0002148927],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950541,0.0001147389,0.0001494208,0.00005819693,0.0003361538,0.0002851337,0.0000123407,0.00002545865,0.003964492],"genre_scores_gemma":[0.9988432,0.000005783721,0.0003342549,0.0000158368,0.000175852,0.0001087431,0.00007646089,0.00002818942,0.0004117026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009555243,"threshold_uncertainty_score":0.7429098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01419567776568667,"score_gpt":0.2331648413237217,"score_spread":0.218969163558035,"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."}}