{"id":"W4407017366","doi":"10.52202/078372-0094","title":"A Practical Approach to Spacecraft Integrated Systems Design at the Conceptual and Preliminary Design Phases for CubeSat Projects","year":2024,"lang":"en","type":"article","venue":"","topic":"Spacecraft Design and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"CubeSat; Spacecraft; Systems engineering; Conceptual design; Computer science; Spacecraft design; Aerospace engineering; Engineering; Human–computer interaction","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":[0.0004677617,0.0002810583,0.000266845,0.000167498,0.0001022957,0.0001637966,0.0001418643,0.0002199848,0.0000225506],"category_scores_gemma":[0.0002322491,0.0001773982,0.0000487912,0.0003764365,0.0001648494,0.0001379968,0.00006014159,0.0002444409,0.00003987602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001321545,"about_ca_system_score_gemma":0.00008671981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002412698,"about_ca_topic_score_gemma":0.000003378549,"domain_scores_codex":[0.998718,0.0001092312,0.0002100183,0.0004038614,0.0001413702,0.0004174832],"domain_scores_gemma":[0.9982325,0.001321585,0.00001485642,0.0002711805,0.00004784319,0.0001120781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000686535,0.0001492804,0.00001460224,0.0005144799,0.0005155971,0.0000956603,0.003124288,0.02124629,0.04398846,0.03802673,0.8863759,0.005262193],"study_design_scores_gemma":[0.000418372,0.000882985,0.000002074937,0.00008925038,0.0001037184,0.0005335397,0.003768513,0.9212608,0.02722809,0.00009609833,0.04529514,0.000321457],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001928449,0.002859738,0.9879634,0.0007810276,0.0003422312,0.003322229,0.00001157122,0.001539952,0.001251358],"genre_scores_gemma":[0.8612118,0.00008436594,0.1310293,0.0001014648,0.0001199418,0.002422508,0.00001413519,0.0001124616,0.004903999],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9000145,"threshold_uncertainty_score":0.723409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09140582154300088,"score_gpt":0.2892309330670971,"score_spread":0.1978251115240962,"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."}}