{"id":"W4321783555","doi":"10.3389/frspt.2023.1159825","title":"Editorial: Space environment characterization","year":2023,"lang":"en","type":"editorial","venue":"Frontiers in Space Technologies","topic":"Space Satellite Systems and Control","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Characterization (materials science); Space (punctuation); Computer science; Nanotechnology; Materials science","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003430322,0.0006315553,0.0009164686,0.0007988877,0.0000549309,0.0001159606,0.0007100741,0.002978879,0.000005832087],"category_scores_gemma":[0.0005479148,0.0006597487,0.0001368249,0.0005297936,0.0001341916,0.0001724158,0.0001766196,0.001528231,0.0002028311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000755274,"about_ca_system_score_gemma":0.00005330682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000456691,"about_ca_topic_score_gemma":0.00001992226,"domain_scores_codex":[0.9973565,0.00003522004,0.0004592439,0.0006093666,0.0007969898,0.0007426185],"domain_scores_gemma":[0.9986957,0.0001553392,0.000171439,0.0008874257,0.00004471183,0.00004543874],"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":[0.0000126936,0.00001032421,0.0001219724,0.0001921953,0.00009095421,0.00001492609,0.0000849299,0.0006197016,0.0008359566,0.00002943607,0.991971,0.006015932],"study_design_scores_gemma":[0.0003960953,0.00003951133,0.00001689994,0.0002236485,0.00003232301,1.628387e-7,0.0009353581,0.001053639,0.0002518762,0.0003278248,0.9960911,0.0006316029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000025594,0.0027432,0.007971583,0.0003222095,0.9814703,0.0005964873,0.0002760892,0.006341391,0.0002531015],"genre_scores_gemma":[0.0001367755,0.02118058,0.001314058,9.503713e-7,0.9738885,0.0004291842,0.0005263358,0.0002767835,0.002246819],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01843738,"threshold_uncertainty_score":0.9995854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003088680563119178,"score_gpt":0.1793725765933317,"score_spread":0.1762838960302125,"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."}}