{"id":"W4309156265","doi":"10.1109/apcc55198.2022.9943652","title":"Considerations about Schemes for Commercial/Defense Joint Operation of LEO Satellite Networks","year":2022,"lang":"en","type":"article","venue":"2022 27th Asia Pacific Conference on Communications (APCC)","topic":"Satellite Communication Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Low earth orbit; Joint (building); Satellite; Computer science; Communications satellite; Scheme (mathematics); Telecommunications; Orbit (dynamics); Systems engineering; Aerospace engineering; Engineering; Civil 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001102827,0.0003468849,0.0005551467,0.0003768243,0.00125101,0.0001675311,0.001299844,0.0001296385,0.000780102],"category_scores_gemma":[0.0001551364,0.0004176838,0.0002059264,0.0006126839,0.0002659042,0.0002068129,0.0005031644,0.0008032413,0.00004234587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002748913,"about_ca_system_score_gemma":0.0002114352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003814082,"about_ca_topic_score_gemma":0.0001638255,"domain_scores_codex":[0.9969279,0.0007474939,0.001182215,0.0003563256,0.0003947453,0.0003913826],"domain_scores_gemma":[0.9939496,0.0009486042,0.0003174529,0.004207396,0.0004459494,0.0001310046],"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":[0.0001033236,0.0007430351,0.001483928,0.0001841613,0.0004284244,0.000002052173,0.006945439,0.03655152,0.009024878,0.8467864,0.01246704,0.0852798],"study_design_scores_gemma":[0.001330125,0.0002119321,0.001768967,0.0001382077,0.00008962506,0.0000318255,0.00911193,0.368599,0.001400382,0.002209447,0.6142597,0.000848815],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0228527,0.09452869,0.1508999,0.03025639,0.005770404,0.01854476,0.004404549,0.004544447,0.6681982],"genre_scores_gemma":[0.9848011,0.006154854,0.005117044,0.0001216459,0.00004754422,0.002051178,0.001176667,0.00008240301,0.0004475302],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9619485,"threshold_uncertainty_score":0.9998275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0967085013581914,"score_gpt":0.288903830003176,"score_spread":0.1921953286449846,"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."}}