{"id":"W3170772065","doi":"10.1109/aero50100.2021.9438175","title":"Post-Mission Disposal (PMD) Validation of FCC's Ka-band NGSO Processing Round Participants","year":2021,"lang":"en","type":"article","venue":"","topic":"Space Satellite Systems and Control","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commission; Space debris; Telecommunications; Geostationary orbit; Communications satellite; Spacecraft; Computer science; Satellite; Computer security; Aeronautics; Aerospace engineering; Engineering; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011973,0.0001142432,0.0001940511,0.00003704483,0.00004025762,0.00006532466,0.00005411785,0.00006879755,0.0001640475],"category_scores_gemma":[0.00003795794,0.00009706737,0.00005093456,0.0001484926,0.00001136544,0.0002081585,0.00001105544,0.00006339762,0.00001800019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002690645,"about_ca_system_score_gemma":0.00004608022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004273573,"about_ca_topic_score_gemma":0.00003290519,"domain_scores_codex":[0.9991666,0.00002496813,0.0002648701,0.0001421635,0.0001730092,0.0002283791],"domain_scores_gemma":[0.9995602,0.00002581703,0.00004086606,0.0001581052,0.0001343757,0.00008062264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000235167,0.00005613741,0.006927339,0.0003949253,0.00006063594,0.00001429879,0.001061137,0.004276334,0.960292,0.0002610695,0.0001649776,0.02646768],"study_design_scores_gemma":[0.000814274,0.0000502008,0.01356279,0.0002510491,0.0000654675,0.00001287641,0.001334977,0.0350709,0.9449372,0.0001114573,0.003480859,0.0003078956],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867983,0.001449366,0.005047833,0.0001372885,0.0002416073,0.0001200447,0.000006086727,0.0001417233,0.00605774],"genre_scores_gemma":[0.9980882,0.00002258245,0.0002055078,0.00002066401,0.00008638801,0.000005507611,0.00002069562,0.00002298645,0.001527405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03079457,"threshold_uncertainty_score":0.3958293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521250776443457,"score_gpt":0.2451842268908951,"score_spread":0.2299717191264605,"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."}}