{"id":"W4402629029","doi":"10.1109/iccci62159.2024.10674198","title":"Downlink Retainability of LEO Satellite to Internet of Remote Things","year":2024,"lang":"en","type":"article","venue":"","topic":"Satellite Communication Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Telecommunications link; Computer science; Satellite; The Internet; Telecommunications; Satellite broadcasting; Communications satellite; Internet of Things; Remote sensing; World Wide Web; Geography; Engineering; Aerospace 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":[],"consensus_categories":[],"category_scores_codex":[0.0005123675,0.00009545947,0.0002049191,0.0001225943,0.000004477483,0.00001896369,0.0003227933,0.00006298911,0.0001001332],"category_scores_gemma":[0.00005975173,0.00008518382,0.00007438791,0.0003130383,0.00002983154,0.0001117745,0.00008846235,0.0001181534,0.0001000097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006733598,"about_ca_system_score_gemma":0.00001300066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002098547,"about_ca_topic_score_gemma":0.0000131124,"domain_scores_codex":[0.9991128,0.00003913394,0.000469446,0.000132591,0.0001345516,0.0001115077],"domain_scores_gemma":[0.9989942,0.0001382891,0.00002257575,0.0007146465,0.0000828776,0.00004735678],"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":[0.00002753372,0.00002895032,0.001900239,0.004212908,0.0002300806,0.000004449952,0.01877797,0.0006301215,0.06710169,0.0154861,0.001648966,0.889951],"study_design_scores_gemma":[0.0001121072,0.00006808818,0.003242493,0.0007207491,0.00002089244,0.000009476,0.000494582,0.07116558,0.1992874,0.001701357,0.7228847,0.0002925584],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6204982,0.0393695,0.08848612,0.001087615,0.001157863,0.001064561,0.00001575029,0.001920851,0.2463995],"genre_scores_gemma":[0.9880148,0.0004184129,0.01037408,0.00002871594,0.00001685767,0.000002483219,0.000003887776,0.00002153956,0.001119254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8896585,"threshold_uncertainty_score":0.3473696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02024332531101151,"score_gpt":0.260899691252911,"score_spread":0.2406563659418995,"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."}}