{"id":"W4400291660","doi":"10.5194/epsc2024-302","title":"Survivability of Biomolecules Under Energetic Processes for the Identification of Biosignatures on Mars","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Astrobiology; Mars Exploration Program; Survivability; Identification (biology); Aerospace engineering; Biology; Engineering; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006376459,0.000451859,0.0004449543,0.001040723,0.0006177518,0.0009101332,0.0003991598,0.00078462,0.002720279],"category_scores_gemma":[0.0008314862,0.000168078,0.0005496777,0.000861813,0.0003536246,0.001048402,0.0007998347,0.0008046362,0.0007337176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000357544,"about_ca_system_score_gemma":0.0002394459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009547417,"about_ca_topic_score_gemma":0.001294662,"domain_scores_codex":[0.9996024,0.00003911154,0.00001702538,0.000105396,0.0001711829,0.00006490259],"domain_scores_gemma":[0.999594,0.00007574991,0.0001089946,0.00003892145,0.0001492497,0.00003299248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003052908,0.00008963677,0.06115696,0.001228293,0.0001111917,0.0002336081,0.0006419693,0.002148492,0.8475204,0.0009713389,0.001548707,0.08404396],"study_design_scores_gemma":[0.00001442687,0.001545101,0.2881637,0.0002672024,0.0003662132,0.001748983,0.002832382,0.0169612,0.6442583,0.003933437,0.03975831,0.000150733],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9545847,0.01470473,0.02130624,0.0005641868,0.0001703813,0.00008490121,0.002404007,0.0003362866,0.005844478],"genre_scores_gemma":[0.9848477,0.004006564,0.008031746,0.0001660154,0.0000577883,0.00006579251,0.001318877,0.00004907686,0.001456418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002720279,"threshold_uncertainty_score":0.009100199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02467188262851895,"score_gpt":0.3388778947620759,"score_spread":0.314206012133557,"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."}}