{"id":"W4385525313","doi":"10.1109/ectc51909.2023.00387","title":"A Comparison of Wearable Metasurfaces","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced Antenna and Metasurface Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Inkwell; Materials science; Thread (computing); Coating; Substrate (aquarium); Optoelectronics; Composite material; Computer science","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":[0.0001560944,0.0003510838,0.000283866,0.0002924858,0.00009837247,0.0004068177,0.0003581784,0.0004605855,0.001589716],"category_scores_gemma":[0.0003776226,0.0001075425,0.000431798,0.0002742282,0.0001410412,0.0003691426,0.0003576119,0.0002119096,0.0005911647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001832231,"about_ca_system_score_gemma":0.00008644861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001135871,"about_ca_topic_score_gemma":0.0001907459,"domain_scores_codex":[0.9998203,0.00001672726,0.00001183302,0.00003832306,0.00007440541,0.00003856684],"domain_scores_gemma":[0.9997873,0.00004405455,0.00003756259,0.00005983042,0.0000423519,0.00002895534],"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":[0.0002160325,0.00004656836,0.0006867188,0.0001574216,0.00002358531,0.0002277013,0.00005172227,0.001198065,0.9662247,0.000567964,0.0002315868,0.0303678],"study_design_scores_gemma":[0.00003387624,0.001881069,0.006522703,0.00003872801,0.00006229487,0.001813488,0.0001272581,0.007700379,0.9673314,0.000309153,0.01415349,0.00002612695],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568971,0.001975967,0.02773555,0.0001484496,0.0001725626,0.00004169424,0.0002036592,0.0003704762,0.01245445],"genre_scores_gemma":[0.9762152,0.0009613191,0.01779836,0.00006604658,0.00002319395,0.00003016471,0.0001272619,0.00005115282,0.004727268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001589716,"threshold_uncertainty_score":0.005318105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05028568101283413,"score_gpt":0.320382711255262,"score_spread":0.2700970302424278,"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."}}