{"id":"W3091840905","doi":"10.1109/mce.2020.3029772","title":"Free Space Optics for Next-Generation Satellite Networks","year":2020,"lang":"en","type":"preprint","venue":"IEEE Consumer Electronics Magazine","topic":"Optical Wireless Communication Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"National Research Council Canada","keywords":"Satellite; Free-space optical communication; Satellite constellation; Optical wireless; Constellation; Computer science; Wireless; Low earth orbit; Laser; Telecommunications; Optical communication; Radio frequency; Electronic engineering; Aerospace engineering; Engineering; Physics; Optics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002019629,0.0005948783,0.000661811,0.0001489441,0.00009955508,0.0002714708,0.001519136,0.0008591277,0.00001294755],"category_scores_gemma":[0.0002486271,0.0006948721,0.000221358,0.0002802174,0.0001367823,0.0001209824,0.0005622242,0.002009366,0.0000682245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003425682,"about_ca_system_score_gemma":0.0001521405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001677896,"about_ca_topic_score_gemma":0.00006616163,"domain_scores_codex":[0.9977424,0.00004698186,0.0006344391,0.0005801258,0.0002253376,0.0007707026],"domain_scores_gemma":[0.9971269,0.0002678832,0.0001646473,0.002071289,0.000231478,0.0001377709],"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":[0.00008187858,0.0001390524,0.00004249297,0.001118611,0.001362975,0.00001096311,0.0001402645,0.5810812,0.09686658,0.08786539,0.07078159,0.1605091],"study_design_scores_gemma":[0.0004570883,0.00007606432,0.00001176666,0.0000605761,0.0001362166,0.000003311394,0.000005969223,0.8835153,0.02094414,0.01012745,0.08394483,0.0007172964],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01275782,0.1921078,0.7723736,0.008307385,0.002837495,0.002758542,0.0002867561,0.005894141,0.002676427],"genre_scores_gemma":[0.797334,0.1369141,0.06250216,0.0002074682,0.0006247311,0.0007914458,0.0009660089,0.0003671748,0.0002928453],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7845762,"threshold_uncertainty_score":0.9995502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05089620401670946,"score_gpt":0.2577504850046409,"score_spread":0.2068542809879315,"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."}}