{"id":"W7113307278","doi":"","title":"Certification of electronic components for space applications: Analysis of environmental factors and validation processes","year":2025,"lang":"en","type":"other","venue":"UPCommons institutional repository (Universitat Politècnica de Catalunya)","topic":"Spacecraft Design and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jyväskylän Yliopisto; Centre National d’Etudes Spatiales; European Commission; National Aeronautics and Space Administration; European Space Agency; TRIUMF","keywords":"Certification; Aerospace; Context (archaeology); Reliability (semiconductor); Electronics; CubeSat; Space (punctuation); Work (physics); Micrometeoroid","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01121457,0.000547923,0.0003737197,0.002929128,0.0006617643,0.00278749,0.0005814706,0.0007351524,0.001494806],"category_scores_gemma":[0.02644935,0.0002744563,0.0006346848,0.002066917,0.00132547,0.002236116,0.001048183,0.0005227335,0.0003718976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001554661,"about_ca_system_score_gemma":0.001945188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003030856,"about_ca_topic_score_gemma":0.002825816,"domain_scores_codex":[0.9912499,0.002448282,0.0004217352,0.0006822782,0.004796979,0.0004008345],"domain_scores_gemma":[0.9612654,0.02297819,0.004961666,0.001674125,0.008915875,0.0002046364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003701413,0.000391859,0.3385524,0.001903259,0.0002231136,0.0008560815,0.002837461,0.1403665,0.03241479,0.04567636,0.001542304,0.4348657],"study_design_scores_gemma":[0.00004498785,0.001658061,0.559805,0.001483497,0.000447326,0.001730631,0.007756831,0.2148198,0.1161142,0.03608369,0.05978907,0.0002668606],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8291504,0.004215053,0.1430182,0.0006076519,0.00004959092,0.0004251616,0.0004649815,0.0001893334,0.02187943],"genre_scores_gemma":[0.9735011,0.001276404,0.02271184,0.00004501369,0.000015998,0.0000924578,0.0004339545,0.00005176273,0.001871442],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01121457,"threshold_uncertainty_score":0.05930901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00866360816964084,"score_gpt":0.2040208157534568,"score_spread":0.195357207583816,"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."}}