{"id":"W7015557744","doi":"","title":"Study of end-of-life disposal options for highly-inclined geosynchronous satellites","year":2016,"lang":"en","type":"dissertation","venue":"UPCommons institutional repository (Universitat Politècnica de Catalunya)","topic":"Spacecraft and Cryogenic Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Aeronautics and Space Administration","keywords":"Geostationary orbit; Geosynchronous orbit; Communications satellite; Satellite; Work (physics); Quasi-Zenith Satellite System","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001340709,0.0004201983,0.0006715915,0.0006274024,0.0004251104,0.0000225737,0.0008127925,0.0005130059,0.00002447104],"category_scores_gemma":[0.0001333743,0.0004370167,0.0003660856,0.0003102918,0.0003698343,0.0002784955,0.0001023031,0.0003095781,0.000007982173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006396825,"about_ca_system_score_gemma":0.0009232291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000237768,"about_ca_topic_score_gemma":0.0004048477,"domain_scores_codex":[0.9980992,0.00004204681,0.0006372096,0.0004053396,0.0003794379,0.0004367819],"domain_scores_gemma":[0.9981739,0.0003250189,0.000325975,0.00072434,0.0002814007,0.0001693598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00373354,0.0058526,0.02430932,0.005475197,0.01314725,0.0006163482,0.0164389,0.01771166,0.2537499,0.6299945,0.01097283,0.01799797],"study_design_scores_gemma":[0.03318117,0.007391584,0.272132,0.005496473,0.01153206,0.0006979301,0.2140798,0.006157816,0.3377942,0.01388156,0.0862389,0.01141649],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809642,0.002382183,0.000749087,0.00007250826,0.001232906,0.0008302993,0.0008625212,0.0004384516,0.01246779],"genre_scores_gemma":[0.995807,0.0001881366,0.001372295,0.00000371776,0.0001463125,0.00008942827,0.0008565953,0.0000561175,0.001480399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6161129,"threshold_uncertainty_score":0.9998081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01245601748034409,"score_gpt":0.2382630066401554,"score_spread":0.2258069891598113,"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."}}