{"id":"W2965366524","doi":"10.3390/app9153110","title":"CubeSat Mission: From Design to Operation","year":2019,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Spacecraft Design and Technology","field":"Engineering","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"CubeSat; Business; Computer science; Systems engineering; Operations management; Engineering; Satellite; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001215533,0.00006648031,0.00007626934,0.00006885968,0.00005393065,0.00004126344,0.0002116057,0.0000524198,0.0002615662],"category_scores_gemma":[0.000005325526,0.00005499653,0.000007834456,0.0002664257,0.00003167931,0.00005602683,0.00001965543,0.0000490324,0.00150986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001516928,"about_ca_system_score_gemma":0.00001458332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008803445,"about_ca_topic_score_gemma":0.000002549231,"domain_scores_codex":[0.9994943,0.000004834781,0.0000673683,0.0001706276,0.0001158822,0.0001470551],"domain_scores_gemma":[0.9997855,0.00003315949,0.000005778933,0.0001270679,0.000005567019,0.00004297172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000003648521,0.000004864725,0.0003343272,0.000001510807,0.000004325521,7.751666e-7,0.0002295631,0.04042436,0.940064,0.004226734,0.00420962,0.01049627],"study_design_scores_gemma":[0.000180362,0.00007015705,0.0005650562,0.00001079864,0.00000322139,0.0000012306,0.0003301503,0.07578292,0.9123572,0.002597275,0.00788424,0.0002174483],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5878634,0.0001854709,0.3680801,0.000607888,0.0006253401,0.0005502423,0.000001160241,0.0007630415,0.04132342],"genre_scores_gemma":[0.9848273,0.000004139166,0.01486865,0.0001612549,0.00002900354,0.00001129156,6.601476e-7,0.000005952822,0.00009177509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3969639,"threshold_uncertainty_score":0.9992676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.021548492859415,"score_gpt":0.2235791451983246,"score_spread":0.2020306523389095,"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."}}