{"id":"W4239845953","doi":"10.22215/etd/2010-09562","title":"Quality of service improvements in weather impacted satellite communication networks","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Satellite Communication Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Library and Archives Canada","funders":"","keywords":"Telecommunications; Communications satellite; Service (business); Satellite; Geography; Computer science; Engineering; Business; Marketing","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":[0.000770061,0.0003128576,0.0005541638,0.0002376566,0.00002914473,0.00003677927,0.0008929913,0.0007193465,0.0001789612],"category_scores_gemma":[0.00003403415,0.000328911,0.00009236032,0.0005729445,0.00001572499,0.0001530544,0.00004804513,0.0008730843,0.00003743351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001123653,"about_ca_system_score_gemma":0.00003403871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002802599,"about_ca_topic_score_gemma":0.03746662,"domain_scores_codex":[0.9978826,0.0002074404,0.00122619,0.0001913027,0.0002502219,0.0002422494],"domain_scores_gemma":[0.9970831,0.0002161225,0.0003742784,0.001956821,0.0003075572,0.00006207795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005192616,0.0007679911,0.04785766,0.008493234,0.00119349,0.000001487756,0.03290642,0.008353511,0.4641586,0.003627415,0.000400825,0.4317201],"study_design_scores_gemma":[0.002493619,0.00003962085,0.9092787,0.001663612,0.00007102675,0.000001674261,0.006867106,0.03813482,0.02079471,0.0006508795,0.01796499,0.002039245],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8456501,0.01613467,0.0001781872,0.00004090006,0.000918203,0.001327866,0.00003090051,0.0004969134,0.1352223],"genre_scores_gemma":[0.9892394,0.005359096,0.0007698262,0.00004862899,0.00003131067,0.00009832452,0.002994539,0.000114263,0.001344594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.861421,"threshold_uncertainty_score":0.9999163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0254848055777701,"score_gpt":0.3034573460859878,"score_spread":0.2779725405082177,"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."}}