{"id":"W4389275067","doi":"10.36227/techrxiv.24532624.v1","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; Computer engineering; Algorithm; 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":[0.001375854,0.0009516063,0.0007500005,0.0005115236,0.0004242599,0.0007370186,0.001518611,0.001999939,0.002246784],"category_scores_gemma":[0.002528737,0.0005535782,0.0005677119,0.0003909054,0.0007513139,0.001227272,0.001363212,0.001031816,0.0006724547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005914622,"about_ca_system_score_gemma":0.0003708595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001427326,"about_ca_topic_score_gemma":0.0001543986,"domain_scores_codex":[0.998656,0.0001904207,0.00006889112,0.000242937,0.0006808128,0.0001607698],"domain_scores_gemma":[0.9981188,0.000435831,0.0003624081,0.0005843008,0.0003407442,0.0001578039],"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":[0.0004652875,0.0003929119,0.001029017,0.000296007,0.00005224704,0.0003171352,0.000161852,0.01226534,0.9640123,0.002656552,0.0003759046,0.01797531],"study_design_scores_gemma":[0.00009953323,0.003478386,0.001398257,0.00001600385,0.00002968563,0.000292308,0.00006170383,0.03401211,0.9569044,0.0004826197,0.003185126,0.00003980193],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8689923,0.0006661307,0.1235349,0.000251779,0.0003031007,0.0004999713,0.0001574469,0.0006683844,0.004925991],"genre_scores_gemma":[0.8575175,0.000187658,0.1396558,0.00006524438,0.00002662819,0.000277493,0.00007225415,0.00007019548,0.002127223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002246784,"threshold_uncertainty_score":0.007516265,"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."}}