{"id":"W4416922500","doi":"10.1109/3m-nano65639.2025.11261116","title":"Transport of Carbon Quantum Dots Across Bovine Blood Retina Barrier","year":2025,"lang":"","type":"article","venue":"","topic":"Carbon and Quantum Dots Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Quantum dot; Permeation; Luminescence; Photoluminescence; Layer (electronics); Retina; Carbon quantum dots","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001130515,0.0004629266,0.0008610231,0.0001608111,0.000273565,0.00008320012,0.0007860491,0.0003350482,0.002735747],"category_scores_gemma":[0.000106161,0.0004366383,0.0003196012,0.0011484,0.0007755288,0.0001281079,0.000190228,0.0002754441,0.00004512804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005351693,"about_ca_system_score_gemma":0.000525791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002955905,"about_ca_topic_score_gemma":0.000698071,"domain_scores_codex":[0.9959726,0.0001049825,0.001498265,0.001008698,0.0005451947,0.00087028],"domain_scores_gemma":[0.9974434,0.0001451894,0.0003540677,0.00146179,0.000336446,0.0002591507],"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":[0.0002668175,0.0007033456,0.004664345,0.0004267924,0.00008733056,0.00001423268,0.001108737,0.00001012247,0.8475252,0.1444958,0.0002675928,0.0004296882],"study_design_scores_gemma":[0.00233888,0.0003992745,0.02200173,0.0003522188,0.0006088359,0.00001510704,0.00128544,0.002425277,0.9549313,0.003714823,0.01118897,0.0007381089],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9339358,0.0009217635,0.0004095001,0.001397803,0.001134644,0.0007786205,0.0003830239,0.0001246967,0.06091415],"genre_scores_gemma":[0.9857938,0.0004098661,0.0002332861,0.0003074123,0.0000978625,0.0000769482,0.00001702255,0.00003381979,0.01302999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.140781,"threshold_uncertainty_score":0.9998085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0107033641961767,"score_gpt":0.2827163395719304,"score_spread":0.2720129753757537,"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."}}