{"id":"W2332674640","doi":"10.2514/6.2004-3223","title":"Satellite Communications Requirements for a Dual Use Disaster Management Ka Band Network","year":2004,"lang":"en","type":"article","venue":"","topic":"Satellite Communication Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"Air Force Research Laboratory; NASA Headquarters","keywords":"Ka band; Communications satellite; Satellite; Computer science; Dual (grammatical number); Satellite broadcasting; Multi-band device; Telecommunications; Computer network; Engineering; Aerospace engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0002296069,0.0001561556,0.0001546545,0.00005872531,0.0001329797,0.0001249208,0.000513235,0.00005507551,0.00002273471],"category_scores_gemma":[0.000007119034,0.000156013,0.00006892824,0.0002054271,0.00004488502,0.0002771243,0.0001519046,0.00007955491,0.0001454146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001354637,"about_ca_system_score_gemma":0.000005257626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001575385,"about_ca_topic_score_gemma":0.0001034995,"domain_scores_codex":[0.9989964,0.00003643587,0.0003942747,0.0001463896,0.0001341407,0.0002923544],"domain_scores_gemma":[0.9978461,0.0001278699,0.00004002821,0.001863439,0.00004956449,0.0000729548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002080041,0.001028109,0.02277177,0.001934473,0.003929261,0.00001983951,0.01735513,0.1129556,0.004519012,0.5907039,0.02129759,0.2232773],"study_design_scores_gemma":[0.001249241,0.00002409379,0.003874985,0.0001642776,0.00004546913,0.000005158117,0.0003055989,0.001445942,0.0002989853,0.002641337,0.9895945,0.0003504037],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06261805,0.04690985,0.3427706,0.003247709,0.003501815,0.01153422,0.0001459877,0.005435003,0.5238367],"genre_scores_gemma":[0.903221,0.007135863,0.08636964,0.0002802485,0.000104715,0.0004419124,0.0001603106,0.00007971787,0.002206604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9682969,"threshold_uncertainty_score":0.6362025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09094859913191726,"score_gpt":0.2920116671810766,"score_spread":0.2010630680491594,"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."}}