{"id":"W4412705474","doi":"10.1117/12.3075407","title":"HydRON: ESA’s end-to-end optical satellite communication system is moving towards implementation","year":2025,"lang":"en","type":"article","venue":"","topic":"Satellite Communication Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"End-to-end principle; Satellite; Computer science; Communications satellite; End user; Remote sensing; Telecommunications; Computer network; Engineering; Aerospace engineering; Geology; World Wide Web","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":[0.002531017,0.0004741329,0.0002201006,0.0003584315,0.0004758927,0.001850518,0.0008459162,0.000781136,0.01571152],"category_scores_gemma":[0.001277376,0.0001087176,0.0001530639,0.0003953972,0.0004537397,0.001992229,0.001388788,0.001074099,0.00904568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009555279,"about_ca_system_score_gemma":0.003088836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003436408,"about_ca_topic_score_gemma":0.002919191,"domain_scores_codex":[0.9991228,0.0001227156,0.00002054457,0.00007419419,0.0005223438,0.0001374109],"domain_scores_gemma":[0.9990024,0.00007269219,0.00004669743,0.0001296865,0.000513337,0.0002353153],"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":[0.0002963258,0.0002005253,0.002715702,0.0004411281,0.00002088651,0.0002342762,0.0003758128,0.002003235,0.02750037,0.06398489,0.2587917,0.6434351],"study_design_scores_gemma":[0.00001988375,0.0001389783,0.001189362,0.00007361026,0.000004031443,0.00008799272,0.00006331535,0.002331872,0.005260032,0.002868613,0.9879506,0.00001169457],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04643213,0.009040854,0.2926192,0.01995682,0.00399927,0.0009705935,0.005355801,0.02511787,0.5965076],"genre_scores_gemma":[0.2639412,0.01264163,0.3070523,0.007651037,0.001475145,0.0006453565,0.02772303,0.003587994,0.3752822],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01571152,"threshold_uncertainty_score":0.05256027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02029785818898398,"score_gpt":0.2980838889063832,"score_spread":0.2777860307173992,"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."}}