{"id":"W7046637896","doi":"","title":"Design and thermal analysis for a novel EMCCD camera payload in a 1U CubeSat form factor","year":2024,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CubeSat; Payload (computing); Detector; Controller (irrigation); Thermal; Resistive touchscreen; Temperature control; Thermal analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003680036,0.0005295288,0.0007258241,0.001194244,0.0001254736,0.0002886579,0.0004147295,0.0003532055,0.01855219],"category_scores_gemma":[0.00002170449,0.0004808196,0.0003515261,0.001365996,0.00004434566,0.00004473295,0.0001130426,0.0008349953,0.00003393001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003655452,"about_ca_system_score_gemma":0.0002238559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001230087,"about_ca_topic_score_gemma":0.0007837719,"domain_scores_codex":[0.9974808,0.00004019131,0.0005985926,0.0008307817,0.0004321676,0.0006174505],"domain_scores_gemma":[0.9987064,0.0003276396,0.0001926758,0.0005059628,0.0001300082,0.0001373371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004818761,0.0004406551,0.002642886,0.0004958906,0.001874955,0.00001335103,0.002844837,0.0001749673,0.02307429,0.002387844,0.002869731,0.9626987],"study_design_scores_gemma":[0.01590719,0.002384513,0.1015647,0.003714479,0.0098838,0.000004837777,0.02336814,0.479871,0.03187812,0.008198954,0.3133178,0.009906488],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8412169,0.001651404,0.1168397,0.001088137,0.0006573292,0.007972038,0.000929292,0.0003245689,0.02932067],"genre_scores_gemma":[0.952777,0.00006845689,0.005486555,0.00003444107,0.0002352978,0.002172053,0.001752325,0.0001389807,0.03733491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9527922,"threshold_uncertainty_score":0.9997643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603265920534712,"score_gpt":0.2857462917509594,"score_spread":0.2697136325456123,"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."}}