{"id":"W2963518157","doi":"10.1117/12.2535935","title":"ESAs ScyLight Programme: activities and status of the high throughput optical network \"HydRON\"","year":2019,"lang":"en","type":"article","venue":"International Conference on Space Optics — ICSO 2018","topic":"Astronomical Observations and Instrumentation","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Throughput; Computer science; Computer network; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004164609,0.0006226045,0.0002250974,0.0008287826,0.001045468,0.002283196,0.001128776,0.001096716,0.01122903],"category_scores_gemma":[0.001883756,0.0001570833,0.0001702079,0.0009481199,0.0008881413,0.001586717,0.001950098,0.000993063,0.002533777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004990714,"about_ca_system_score_gemma":0.02169748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06413151,"about_ca_topic_score_gemma":0.02999515,"domain_scores_codex":[0.9988445,0.0001712587,0.0000141528,0.0000931782,0.0005271474,0.0003496858],"domain_scores_gemma":[0.9981787,0.0001387865,0.0001590258,0.0001330556,0.0006129583,0.0007776013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001267538,0.0005986331,0.008568145,0.001060512,0.00003734921,0.0003785676,0.0007024947,0.007228887,0.01166113,0.1799293,0.3714706,0.4170967],"study_design_scores_gemma":[0.00008636173,0.0001706152,0.007033581,0.0001787949,0.000006692794,0.0001205866,0.0001962292,0.003184439,0.004036644,0.003907716,0.9810588,0.00001953864],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.09343771,0.0194604,0.03243494,0.05258919,0.003249546,0.00130043,0.02115721,0.00435503,0.7720157],"genre_scores_gemma":[0.4800137,0.01971167,0.1024527,0.005178307,0.001052276,0.001202177,0.05595643,0.00149169,0.3329412],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06413151,"threshold_uncertainty_score":0.1275164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01961739046497073,"score_gpt":0.23720159955335,"score_spread":0.2175842090883792,"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."}}