{"id":"W7117109249","doi":"10.1016/j.isci.2025.114484","title":"Light-induced selective speed alteration of magnetically rolled semiconductor particles","year":2025,"lang":"en","type":"article","venue":"iScience","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Institute of General Medical Sciences; Natural Sciences and Engineering Research Council of Canada; Air Force Office of Scientific Research; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; National Science Foundation","keywords":"Semiconductor; Hematite; Drug delivery; Targeted drug delivery; Work (physics); Magnetic nanoparticles; Component (thermodynamics); Nanoparticle","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":[0.00009834011,0.00006652286,0.0001115433,0.00004578481,0.00007104879,0.00002992279,0.0001341341,0.00001738449,0.00008657755],"category_scores_gemma":[0.00001468602,0.00005625339,0.00003645315,0.0003418342,0.00003471152,0.00009433767,0.00003625484,0.00005295245,0.00001544643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001005747,"about_ca_system_score_gemma":0.0001291082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003040491,"about_ca_topic_score_gemma":0.000002745102,"domain_scores_codex":[0.9994103,0.00002463432,0.0001621765,0.0001631676,0.00008976666,0.0001499453],"domain_scores_gemma":[0.999658,0.00003668764,0.00005224821,0.0001280713,0.00009225561,0.00003268993],"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":[0.000007716733,0.00005824045,0.004973459,0.0000033713,0.000007318131,1.347339e-7,0.0002267633,0.00006577782,0.9741866,0.01656727,0.0002611882,0.003642163],"study_design_scores_gemma":[0.0002899847,0.00004997323,0.003198759,0.00001622062,0.0000132648,1.193215e-7,0.00009998335,0.002927968,0.9874723,0.005773265,0.00009287958,0.00006530416],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844323,0.00002618786,0.003560786,0.0002833691,0.0001243535,0.0001250199,0.000002598664,0.00001013839,0.01143526],"genre_scores_gemma":[0.9984251,5.711178e-7,0.0007912948,0.0000428869,0.00003564175,0.000002442881,9.867658e-7,0.000002401436,0.0006987376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01399275,"threshold_uncertainty_score":0.2293947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01124091609344119,"score_gpt":0.260437836031959,"score_spread":0.2491969199385178,"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."}}