{"id":"W2271068203","doi":"","title":"Optical trapping of mesoscopic transparent/metallic particles by spatially structured laser beam and characterization of trapped RBCs","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"Orbital Angular Momentum in Optics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Optical tweezers; Optics; Laser; Materials science; Beam (structure); Trapping; Plasmon; Optoelectronics; Birefringence; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004730646,0.0002407344,0.0004532774,0.00006614478,0.00002909839,0.00001819263,0.0001158529,0.00012186,0.0005673524],"category_scores_gemma":[0.000002073001,0.0002230805,0.0001095041,0.00009076414,0.00006050315,0.0001028976,0.000008921616,0.000116825,0.000001291898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004918503,"about_ca_system_score_gemma":0.0000451767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007833837,"about_ca_topic_score_gemma":0.00002476015,"domain_scores_codex":[0.9988517,0.00002248339,0.000518426,0.0002373574,0.0001957065,0.0001743567],"domain_scores_gemma":[0.9993705,0.00001859248,0.0003058022,0.0001554656,0.00007925645,0.0000704565],"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":[0.00008134805,0.0002838612,0.003165552,0.0003958251,0.0003473897,2.905317e-7,0.001505955,0.000002793553,0.9801077,0.004610521,0.000008070296,0.009490723],"study_design_scores_gemma":[0.0004725097,0.000122602,0.0158336,0.00009730016,0.000256568,1.085035e-7,0.0003564487,0.00006941275,0.981453,0.001083707,0.00003695518,0.0002177952],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965096,0.00004814776,0.001301439,0.000009428585,0.0001255421,0.0003111711,0.0002102425,0.00001293799,0.001471482],"genre_scores_gemma":[0.9955114,0.00001759401,0.0004509125,0.000003979316,0.00003910444,0.00001826134,0.002806843,0.00003230305,0.001119659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01266805,"threshold_uncertainty_score":0.9096959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131496007807235,"score_gpt":0.228340090508153,"score_spread":0.2170251304300807,"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."}}