{"id":"W4391171295","doi":"10.1364/oe.509944","title":"Bringing metasurfaces to analytical lens design: stigmatism and specific ray mapping","year":2024,"lang":"en","type":"article","venue":"Optics Express","topic":"Metamaterials and Metasurfaces Applications","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Optics; Lens (geology); Metamaterial; Physics; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002288128,0.0004111189,0.000251847,0.0002794256,0.0002250538,0.0007558107,0.0004964886,0.0005300718,0.0009231001],"category_scores_gemma":[0.0004492489,0.0002600275,0.0004180856,0.0001885657,0.0007687441,0.0007834806,0.0007685214,0.0006128518,0.0004316095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005368855,"about_ca_system_score_gemma":0.0003816274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001770087,"about_ca_topic_score_gemma":0.0002901141,"domain_scores_codex":[0.9998698,0.00002111016,0.000005316924,0.00001363202,0.00007350574,0.00001647261],"domain_scores_gemma":[0.9998643,0.0000339992,0.00002810958,0.00003782475,0.00002575496,0.000009947884],"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":[0.0000733256,0.00005251411,0.0003909206,0.0002136582,0.00002644229,0.0002990461,0.0003151173,0.05716325,0.5388768,0.3425973,0.0005597458,0.05943185],"study_design_scores_gemma":[0.00006889912,0.0002454394,0.0002911755,0.00006463609,0.00001926828,0.0008341824,0.0001632614,0.546001,0.3262173,0.1013845,0.02465572,0.00005461769],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05872682,0.0003034331,0.928954,0.0003394263,0.00006210373,0.00004270321,0.00002027953,0.0002852124,0.01126603],"genre_scores_gemma":[0.4754875,0.0006378704,0.5194292,0.0001035707,0.00002553901,0.00007321563,0.00002368514,0.0001043966,0.004114997],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0009231001,"threshold_uncertainty_score":0.003895402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07643968353213554,"score_gpt":0.2899317050440662,"score_spread":0.2134920215119307,"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."}}