{"id":"W4396498849","doi":"10.32388/9erdsj","title":"Review of: \"Reconfigurable Intelligent Surface Constructing 6G Near-field Networks\"","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Advanced Wireless Communication Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Field (mathematics); Surface (topology); Computer science; Nanotechnology; Computer architecture; Materials science; Mathematics; Geometry","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004536569,0.0004835236,0.001315103,0.00007361494,0.00004353612,0.00004063369,0.001094335,0.0004122659,0.002170461],"category_scores_gemma":[0.0005367429,0.0004459695,0.0003046498,0.0006427463,0.000121946,0.00008347086,0.0002728754,0.001593031,0.0001945566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001211696,"about_ca_system_score_gemma":0.00008033759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003803339,"about_ca_topic_score_gemma":0.00002501582,"domain_scores_codex":[0.997826,0.00004775864,0.001184635,0.0003553918,0.0002236034,0.0003625563],"domain_scores_gemma":[0.9972081,0.0005801209,0.0002545514,0.001667661,0.0002329784,0.00005655829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[2.989207e-7,0.000003266639,5.900097e-7,0.08682457,0.0001014805,0.000001485534,0.000003254092,0.009794286,0.000004584604,0.0004881916,0.745608,0.15717],"study_design_scores_gemma":[0.00001911884,0.00001225427,2.381901e-8,0.1612172,0.00009991621,0.00001524739,0.00002762811,0.006122235,0.001477718,0.0001632986,0.8304901,0.0003553253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[9.769635e-7,0.8995498,0.0262065,0.01004703,0.002287446,0.0006968096,0.00004475053,0.001706237,0.05946049],"genre_scores_gemma":[0.0001650371,0.9625195,0.01381208,0.001700892,0.00004832331,0.00006394785,0.0002008109,0.000109169,0.02138027],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1568146,"threshold_uncertainty_score":0.9997992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03017664015778075,"score_gpt":0.3000395104953938,"score_spread":0.2698628703376131,"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."}}