{"id":"W4396879174","doi":"10.1109/fnwf58287.2023.10520529","title":"INGR Roadmap Satellite Chapter","year":2023,"lang":"en","type":"article","venue":"","topic":"Satellite Communication Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Carleton University","funders":"Agencia Estatal de Investigación; National Research Council Canada; Ministerio de Ciencia e Innovación","keywords":"Computer science; Telecommunications; Satellite; Communications satellite; Constellation; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001417074,0.001222292,0.0005401364,0.001757089,0.001227098,0.004025545,0.00219848,0.00252872,0.4359086],"category_scores_gemma":[0.002130056,0.0003233002,0.0005405899,0.001859505,0.0004576884,0.003347151,0.002752352,0.001893017,0.3865935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001710961,"about_ca_system_score_gemma":0.005887651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0115276,"about_ca_topic_score_gemma":0.008882494,"domain_scores_codex":[0.9991102,0.0001019272,0.0000395276,0.0001320916,0.0004566267,0.0001595678],"domain_scores_gemma":[0.9987562,0.0000876559,0.00005376828,0.0001288806,0.0007404482,0.0002330232],"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":[0.00003260122,0.00002565433,0.0001041804,0.0003001368,0.000002828617,0.00005387345,0.00004908317,0.0002284867,0.0003835504,0.01073028,0.8842331,0.1038562],"study_design_scores_gemma":[0.000001812478,0.000009457526,0.00009996968,0.00006358084,9.59297e-7,0.00001771922,0.00002587612,0.00002977542,0.00005419636,0.0007635535,0.9989308,0.00000234947],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006344841,0.006159075,0.002447044,0.008803066,0.009148111,0.0003532719,0.01326726,0.002355384,0.9568323],"genre_scores_gemma":[0.005820949,0.01131111,0.005890374,0.004113518,0.002183611,0.0004672582,0.03338826,0.001322135,0.9355029],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4359086,"threshold_uncertainty_score":0.8046079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03401940801889475,"score_gpt":0.2293404862717373,"score_spread":0.1953210782528426,"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."}}