{"id":"W7126371356","doi":"10.1007/978-3-032-09195-6_6","title":"Metamaterial-Based Miniaturized Large-Scale Antenna Array Prototype for mMIMO","year":2025,"lang":"en","type":"book-chapter","venue":"Wireless networks","topic":"Antenna Design and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Directivity; Wireless; Antenna array; Antenna (radio); Power (physics); Omnidirectional antenna","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002146997,0.0006807262,0.001187409,0.0002088131,0.0001269308,0.0001029559,0.0003350835,0.0008887985,0.0003517554],"category_scores_gemma":[0.000008392569,0.0006652957,0.0007038911,0.000115195,0.00005581039,0.00005299791,0.00003147005,0.0004787155,0.00004658772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007563353,"about_ca_system_score_gemma":0.00009060514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001731729,"about_ca_topic_score_gemma":0.00003900815,"domain_scores_codex":[0.9979672,0.00002503489,0.0006090385,0.0005653789,0.0002103894,0.0006229821],"domain_scores_gemma":[0.9987794,0.0001253829,0.0001518522,0.0006222398,0.0001859361,0.0001352336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01172741,0.001266633,0.0001405079,0.03040593,0.03627117,0.001197134,0.001091518,0.05062398,0.2793878,0.1329673,0.3912808,0.06363989],"study_design_scores_gemma":[0.001411396,0.00005685892,0.000002437638,0.000981092,0.0009210616,0.000001995829,0.000008451891,0.7553127,0.0006410042,0.0007769075,0.2389217,0.0009643606],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.00002343239,0.002569266,0.9489857,0.00009542436,0.001470997,0.001589487,0.000467222,0.0007638248,0.04403466],"genre_scores_gemma":[0.03673524,0.002124838,0.0154629,0.0009156304,0.003265654,0.001370017,0.003377621,0.0008271851,0.9359209],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9335228,"threshold_uncertainty_score":0.9995798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008545248446868454,"score_gpt":0.2054719117736458,"score_spread":0.1969266633267774,"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."}}