{"id":"W4254122703","doi":"10.1007/978-3-030-77459-2","title":"Beamforming Antennas in Wireless Networks","year":2021,"lang":"en","type":"book","venue":"Springer briefs in electrical and computer engineering","topic":"Antenna Design and Analysis","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Beamforming; Wireless; Computer science; Wireless network; Computer network; Telecommunications","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":[0.0001516831,0.0005022554,0.0008304967,0.0006010286,0.00002447489,0.0000967109,0.0002266612,0.0004185184,0.000009977622],"category_scores_gemma":[0.000006330198,0.0005682811,0.0001544292,0.0006013507,0.00002171525,0.0001035082,0.000123654,0.001308869,0.000003538036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002952866,"about_ca_system_score_gemma":0.0000429773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001513917,"about_ca_topic_score_gemma":0.00002098439,"domain_scores_codex":[0.9980425,0.00001449808,0.0005509463,0.0004912307,0.0001924878,0.0007083485],"domain_scores_gemma":[0.9994599,0.000106789,0.00003743708,0.0002329928,0.00002534454,0.0001375929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002655236,0.0001412654,0.0021667,0.001379759,0.000712813,0.003230817,0.0003678547,0.8143785,0.001730887,0.009492623,0.001421529,0.1649507],"study_design_scores_gemma":[0.000262492,0.00001987454,0.0007905449,0.0007370677,0.00002450036,0.00003751658,0.000001162187,0.9939389,0.00001860725,0.00006304662,0.003484901,0.0006213426],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00484235,0.01359421,0.9778446,0.00001877483,0.0005416363,0.0002189145,0.000002441844,0.0004371233,0.002499972],"genre_scores_gemma":[0.9210339,0.02073645,0.0150092,0.0005336094,0.005059133,0.0001551286,0.0002114249,0.001007162,0.03625401],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9628354,"threshold_uncertainty_score":0.9996769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004190747228762508,"score_gpt":0.1641963282084981,"score_spread":0.1600055809797356,"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."}}