{"id":"W4404392796","doi":"10.1007/s43621-024-00638-z","title":"Antenna systems for IoT applications: a review","year":2024,"lang":"en","type":"review","venue":"Discover Sustainability","topic":"Antenna Design and Analysis","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Internet of Things; Computer science; Telecommunications; Systems engineering; Engineering; Computer security","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":[0.0006147699,0.000569983,0.002171007,0.0001749839,0.00006521664,0.0001871652,0.0004140053,0.000226975,0.00001341641],"category_scores_gemma":[0.0001456526,0.0004148502,0.001478347,0.0009016928,0.00006629835,0.00009911795,0.00006816868,0.0003403223,0.00008742516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008637857,"about_ca_system_score_gemma":0.0004941901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001989946,"about_ca_topic_score_gemma":0.000001907527,"domain_scores_codex":[0.9977394,0.00009365303,0.0009283877,0.0006184033,0.0001835371,0.0004365681],"domain_scores_gemma":[0.9984416,0.0001514771,0.0001121629,0.0009590682,0.0002296425,0.0001060958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[5.939703e-7,0.00002155272,2.850474e-7,0.7831703,0.0003709988,0.000004967227,0.000009870552,0.000005161629,3.226566e-8,0.002823078,0.004173794,0.2094193],"study_design_scores_gemma":[0.00002903802,0.000009298684,6.267329e-8,0.02968905,0.004259853,0.000008043974,0.0001012232,0.003683691,4.05945e-9,0.0007588499,0.9610381,0.0004228014],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.322593e-8,0.8773155,0.1163987,0.00004346294,0.0001793073,0.005322018,0.0002958814,0.0003377547,0.0001074154],"genre_scores_gemma":[0.00000807016,0.9884692,0.0000433429,0.00002161157,0.0002461238,0.009135493,0.0002992572,0.0001238639,0.001652994],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9568643,"threshold_uncertainty_score":0.9998303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02448117151526797,"score_gpt":0.3290489353848621,"score_spread":0.3045677638695942,"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."}}