{"id":"W4285199939","doi":"10.1109/mvt.2022.3168995","title":"Reconfigurable Intelligent Surfaces in Action: For Nonterrestrial Networks: Employing Reconfigurable Intelligent Surfaces","year":2022,"lang":"en","type":"article","venue":"arXiv (Cornell University)","topic":"Advanced Wireless Communication Technologies","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Polytechnique Montréal","funders":"","keywords":"Interplanetary spaceflight; Swap (finance); Computer science; Communications satellite; Telecommunications network; Planet; Aerospace engineering; Telecommunications; Satellite; Systems engineering; Engineering; Physics","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":[0.0002015486,0.0003641109,0.0002266005,0.0002212358,0.0004467619,0.001091641,0.0006230269,0.0006400259,0.002096808],"category_scores_gemma":[0.0003864108,0.00009670491,0.0002396366,0.000253097,0.000722845,0.001399069,0.000891419,0.0005012873,0.0005028836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003644806,"about_ca_system_score_gemma":0.0003240587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001061559,"about_ca_topic_score_gemma":0.001689267,"domain_scores_codex":[0.9998597,0.00003489072,0.00000320831,0.00001897424,0.00004714128,0.00003606466],"domain_scores_gemma":[0.9998289,0.00004684718,0.00002466978,0.00004283159,0.00003053405,0.00002619324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000174205,0.0001344234,0.004570542,0.0003087805,0.0000623056,0.0008463432,0.0006232777,0.5095334,0.07885981,0.1767029,0.008397548,0.2197865],"study_design_scores_gemma":[0.00002417745,0.0003375311,0.001459641,0.00005017713,0.00002924668,0.0004545435,0.0006126406,0.8822468,0.01908847,0.04542809,0.05023007,0.000038588],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2095011,0.002366364,0.6629308,0.001941735,0.0005130387,0.0001342509,0.0001004364,0.001868794,0.1206435],"genre_scores_gemma":[0.9294263,0.000645594,0.06183122,0.0001542317,0.00004707027,0.00004758421,0.00005919138,0.00005780048,0.007730901],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002096808,"threshold_uncertainty_score":0.007014513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1154423569884268,"score_gpt":0.2232484334144853,"score_spread":0.1078060764260585,"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."}}