{"id":"W3195423287","doi":"10.3390/life11080829","title":"Space Radiation Protection Countermeasures in Microgravity and Planetary Exploration","year":2021,"lang":"en","type":"review","venue":"Life","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University","funders":"","keywords":"Limiting; Mars Exploration Program; Space exploration; Countermeasure; Radiation protection; Spacecraft; Astrobiology; Risk analysis (engineering); Computer science; Systems engineering; Aerospace engineering; Medicine; Engineering; Physics","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":[0.000306715,0.0002231629,0.001041519,0.0002262471,0.00002556215,0.00002217506,0.00003233811,0.0004123858,0.00001790354],"category_scores_gemma":[0.0003160503,0.0001842114,0.00008973951,0.0002278011,0.00003537288,0.00006689144,0.00001990507,0.0003743389,0.00002672927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001127789,"about_ca_system_score_gemma":0.0002254535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001339348,"about_ca_topic_score_gemma":0.00009629591,"domain_scores_codex":[0.9987357,0.0003528279,0.0002891484,0.0003482699,0.0001223006,0.0001517317],"domain_scores_gemma":[0.9994093,0.00008304365,0.0001821988,0.0002064908,0.00003371431,0.00008530835],"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":[0.00004330981,0.00006532128,0.0005019702,0.01175346,0.0001149633,0.00007488241,0.00008904956,4.379152e-7,0.00006028481,0.00002090354,0.001344742,0.9859307],"study_design_scores_gemma":[0.0004337449,0.000174543,0.0007997,0.006699196,0.0002840737,0.0002520457,0.00001784396,0.00001857505,0.00001629452,0.000005437652,0.9911317,0.0001667984],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003645104,0.9971149,0.00006116364,0.0004220821,0.0002606441,0.001656548,0.00001294845,0.00004055178,0.00006664091],"genre_scores_gemma":[0.0002536274,0.9981247,0.00009773798,0.0001194606,0.0003400377,0.0002075372,0.0007526215,0.00002480608,0.00007953942],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.989787,"threshold_uncertainty_score":0.7511923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07418930202583092,"score_gpt":0.3394411239150836,"score_spread":0.2652518218892527,"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."}}