{"id":"W3216874683","doi":"10.1145/3479240.3488497","title":"Providing Internet Access for Post-Disaster Communications using Balloon Networks","year":2021,"lang":"en","type":"article","venue":"","topic":"UAV Applications and Optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; The Internet; Computer network; Balloon; Computer security; Telecommunications; World Wide Web; Medicine","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":[0.0000432079,0.00006665029,0.00006862242,0.00002809996,0.00006205327,0.000136379,0.0002173348,0.00004546582,0.00008257048],"category_scores_gemma":[0.000009480246,0.00006962194,0.00003249674,0.0001490544,0.00001125969,0.0002120303,0.0001102288,0.0000554837,0.00000331897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003869055,"about_ca_system_score_gemma":0.00001277139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001927645,"about_ca_topic_score_gemma":0.00009240737,"domain_scores_codex":[0.999615,0.000008465036,0.0001389224,0.00009407396,0.00003130294,0.0001122541],"domain_scores_gemma":[0.9994438,0.00004449671,0.00001692127,0.0003523021,0.0001143276,0.0000281933],"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":[0.000003402876,0.00004053602,0.0003932709,0.00004931919,0.00005053377,2.46975e-7,0.0002698972,0.9748842,0.003186204,0.01049891,0.002378707,0.008244752],"study_design_scores_gemma":[0.0001047193,0.000003421106,0.00006345302,0.00001472109,0.00001650008,0.000002684804,0.00008247649,0.9904118,0.00130041,0.000062062,0.007849115,0.00008860891],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009605167,0.000226514,0.9840849,0.0001828974,0.00008786967,0.0002259366,0.000005720105,0.0001536814,0.005427299],"genre_scores_gemma":[0.8697525,0.00006460454,0.1290959,0.000183339,0.00005838377,0.00009060012,0.0002106126,0.00003055671,0.0005135359],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8601474,"threshold_uncertainty_score":0.28391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04636719985107339,"score_gpt":0.2935513952532378,"score_spread":0.2471841954021644,"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."}}