{"id":"W2972656729","doi":"10.1117/12.2528394","title":"Colloidal lithography for trapping 10 nm enzymes","year":2019,"lang":"en","type":"article","venue":"","topic":"Orbital Angular Momentum in Optics","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Optical tweezers; Materials science; Tweezers; Lithography; Finite-difference time-domain method; Plasmon; Fabrication; Nanotechnology; Nanolithography; Aperture (computer memory); Trapping; Photolithography; Optics; Characterization (materials science); Optoelectronics; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005694026,0.00009720541,0.0001165411,0.00004309276,0.00004517495,0.00004674431,0.0000965542,0.00002145301,0.003064787],"category_scores_gemma":[0.00000111856,0.00008560588,0.0001601798,0.0001010684,0.00001704775,0.00008238772,0.00002657155,0.00004203001,0.0002047157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005320865,"about_ca_system_score_gemma":0.00001673798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001354905,"about_ca_topic_score_gemma":4.943752e-7,"domain_scores_codex":[0.9994432,0.000006046213,0.0001162465,0.0001561414,0.00007821939,0.0002000864],"domain_scores_gemma":[0.9996881,0.00004587492,0.00003375156,0.0001487331,0.00003828432,0.00004526473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000469792,0.0003043051,0.06540707,0.00006799062,0.0002732219,3.215361e-7,0.0003128775,0.00004892298,0.01192482,0.8828149,0.01952044,0.01927813],"study_design_scores_gemma":[0.003140884,0.0006633688,0.002997632,0.00004121724,0.00008185099,7.183921e-7,0.002576633,0.002057276,0.1072288,0.03231517,0.8479908,0.0009056623],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5885126,0.0001034963,0.01305059,0.0003009982,0.0004357831,0.0008551859,0.00006948064,0.00008574659,0.3965861],"genre_scores_gemma":[0.945819,2.655773e-7,0.003265275,0.0000508585,0.0001832844,0.00004157311,0.0000278498,0.00001530656,0.05059662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8504997,"threshold_uncertainty_score":0.9978465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004561012452228694,"score_gpt":0.2185585853472145,"score_spread":0.2139975728949858,"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."}}