{"id":"W4389274982","doi":"10.36227/techrxiv.24532624","title":"Design and Experimental Evaluation of Cascaded Metasurface Pairs","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Modular Robots and Swarm Intelligence","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Process (computing); Fabrication; Electronic engineering; Algorithm; Computer engineering; Engineering; Programming language","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001226743,0.0009184228,0.0007277712,0.0005148984,0.0003984823,0.0007321373,0.001445049,0.001842149,0.002578542],"category_scores_gemma":[0.001976107,0.000553151,0.0006202207,0.0003920943,0.0007134604,0.001096392,0.00140424,0.0009857598,0.0007136967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006378723,"about_ca_system_score_gemma":0.0003780545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001701284,"about_ca_topic_score_gemma":0.0001688566,"domain_scores_codex":[0.9987539,0.0001722719,0.00006964935,0.0002324139,0.0006192328,0.0001524651],"domain_scores_gemma":[0.9982621,0.0003528863,0.0003474837,0.0005519444,0.0003256412,0.0001599535],"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":[0.0004948325,0.000393117,0.001025409,0.0002619403,0.00005691532,0.0003003579,0.0001594608,0.01280574,0.9622877,0.002438614,0.0004247372,0.01935114],"study_design_scores_gemma":[0.0001222315,0.004046622,0.001580935,0.00001631063,0.00003245161,0.0002724156,0.00006450831,0.04029434,0.9495096,0.0004911592,0.003525177,0.00004415107],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8807841,0.000588831,0.1109608,0.0002523326,0.0003122659,0.0005095972,0.0001995862,0.0007261618,0.005666289],"genre_scores_gemma":[0.8752384,0.0001585038,0.1216593,0.00007174544,0.00002570015,0.000288791,0.00008170224,0.00006873008,0.002407273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002578542,"threshold_uncertainty_score":0.008626103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1705159519231661,"score_gpt":0.3278882556733619,"score_spread":0.1573723037501958,"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."}}