{"id":"W6893281114","doi":"10.5281/zenodo.15439545","title":"MATERIALS FOR LIGHTWEIGHT RADIATION SHIELD FOR CANADIAN POLAR COMMUNICATIONS AND WEATHER (PCW) SATELLITE MISSION","year":2013,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Spacecraft Design and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shield; Satellite; Electromagnetic shielding; Low earth orbit; Communications satellite; Radiation shielding","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002790556,0.0001060062,0.0001124758,0.0002301499,0.00092102,0.0003470783,0.0004575812,0.0001148523,0.001953827],"category_scores_gemma":[0.0001793765,0.0001108302,0.00002334136,0.0001569579,0.00006213929,0.0001705254,0.0001197703,0.00009103395,0.0007273955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001318446,"about_ca_system_score_gemma":0.000003878667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005886275,"about_ca_topic_score_gemma":0.00005218645,"domain_scores_codex":[0.9992455,0.00005651038,0.0001627892,0.0001710962,0.00007809053,0.0002860253],"domain_scores_gemma":[0.9991633,0.00003819147,0.00003165782,0.0003983645,0.0002086305,0.0001598974],"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":[0.00002987764,0.00004700604,0.00001271916,0.0002019567,0.000102438,0.000001133211,0.001554947,0.00001272067,0.2882629,0.0223246,0.3467695,0.3406802],"study_design_scores_gemma":[0.000323593,0.00009321349,0.0001556944,0.00001589942,0.00001081677,0.00001193161,0.0001012091,0.002205981,0.01049069,0.0008011682,0.9856579,0.0001319648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3390808,0.01740198,0.1885461,0.09115046,0.002444471,0.0314313,0.006745327,0.01884259,0.304357],"genre_scores_gemma":[0.99265,0.001038209,0.002876004,0.0001758908,0.0001022721,0.00000136182,0.001456273,0.001027372,0.0006726709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6535692,"threshold_uncertainty_score":0.9989585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02264614670669557,"score_gpt":0.2180019953871487,"score_spread":0.1953558486804531,"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."}}