{"id":"W4403344037","doi":"10.3788/col202422.103601","title":"Metasurface-driven dots projection based on generalized Rayleigh-Sommerfeld diffraction theory","year":2024,"lang":"en","type":"article","venue":"Chinese Optics Letters","topic":"Metamaterials and Metasurfaces Applications","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Natural Science Foundation of China","keywords":"Optics; Diffraction; Rayleigh scattering; Projection (relational algebra); Uniform theory of diffraction; Physics; Physical optics; Computer science; Algorithm","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":[0.000985447,0.0003236614,0.0003453176,0.0001876019,0.000251314,0.0004257856,0.0002630637,0.00009573474,0.0007868398],"category_scores_gemma":[0.0001131679,0.0002316518,0.000164016,0.0003964196,0.00008769644,0.0002786409,0.00004391247,0.0001865724,0.0007912162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009136385,"about_ca_system_score_gemma":0.0000495047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003235069,"about_ca_topic_score_gemma":0.000004025716,"domain_scores_codex":[0.9979418,0.0003119757,0.0004048643,0.0005977128,0.0004022656,0.0003413997],"domain_scores_gemma":[0.9988543,0.0002811048,0.0001275819,0.0005756633,0.00005277647,0.0001085209],"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":[0.00007826449,0.00007586144,0.00004133713,0.00007995797,0.00003041375,0.000008713358,0.0001076496,0.01234571,0.9825912,0.002641539,0.001618649,0.0003807803],"study_design_scores_gemma":[0.001163851,0.0001514622,0.001720101,0.0001584609,0.0003660163,0.00002094706,0.00003238269,0.1601171,0.8120127,0.002015689,0.02133599,0.0009053406],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973254,0.0001433176,0.01843523,0.003544906,0.002828613,0.0005661753,0.00007310014,0.0003818682,0.0007728264],"genre_scores_gemma":[0.9765825,0.00005135015,0.0199637,0.002210545,0.0004809053,0.0002179759,0.00009402008,0.00007407456,0.0003249347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1705785,"threshold_uncertainty_score":0.9999868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01582297561129778,"score_gpt":0.2749506776076821,"score_spread":0.2591277019963844,"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."}}