{"id":"W4377018795","doi":"10.1109/mcom.2023.10129039","title":"Global Communications Newsletter","year":2023,"lang":"en","type":"article","venue":"IEEE Communications Magazine","topic":"Satellite Communication Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Latin Americans; Privilege (computing); Globe; Library science; Geography; Political science; Computer science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008029639,0.001370566,0.0006904319,0.002811134,0.001634772,0.007256977,0.001205766,0.002965253,0.4807917],"category_scores_gemma":[0.003378696,0.0003474637,0.0005108226,0.003490133,0.0004898058,0.003507493,0.002026592,0.003159235,0.4838802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001210466,"about_ca_system_score_gemma":0.00219938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003168507,"about_ca_topic_score_gemma":0.005266347,"domain_scores_codex":[0.9991387,0.00009752715,0.00004326965,0.0001317976,0.0004538547,0.0001349278],"domain_scores_gemma":[0.9979714,0.0002785512,0.0001034033,0.0001732157,0.0009769598,0.0004964736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008341497,0.000009646489,0.00004037939,0.00005556351,9.799721e-7,0.00002283776,0.00001535759,0.00000941077,0.0000585181,0.0007875151,0.9730076,0.0259839],"study_design_scores_gemma":[0.000002456874,0.000006431938,0.0001840954,0.00005570125,9.399043e-7,0.00002495018,0.00003119341,0.00001233031,0.00001957671,0.0001448754,0.9995152,0.000002261673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004357257,0.008014196,0.0004478965,0.02093071,0.04313346,0.0001211274,0.004624154,0.001307967,0.9209846],"genre_scores_gemma":[0.001984563,0.005723466,0.0002814009,0.008623438,0.01082611,0.00008009011,0.00416931,0.0003313309,0.9679804],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4807917,"threshold_uncertainty_score":0.7405876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06768706274057201,"score_gpt":0.3112025061175672,"score_spread":0.2435154433769952,"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."}}