{"id":"W4388423625","doi":"10.1089/ast.2021.0174","title":"Life Detection and Microbial Biomarker Profiling with Signs of Life Detector-Life Detector Chip During a Mars Drilling Simulation Campaign in the Hyperarid Core of the Atacama Desert","year":2023,"lang":"en","type":"article","venue":"Astrobiology","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Agencia Estatal de Investigación; Instituto de Salud Carlos III; Ministerio de Ciencia e Innovación; European Regional Development Fund; National Aeronautics and Space Administration","keywords":"Mars Exploration Program; Remote sensing; Environmental science; Astrobiology; Exploration of Mars; Geology; 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":[0.000288101,0.0001243834,0.0001883398,0.00009894981,0.000142864,0.00001507574,0.0001572228,0.00005492028,0.00000721592],"category_scores_gemma":[0.00007047904,0.00007669759,0.00004259092,0.0004386203,0.0001222887,0.0001395905,0.00004293623,0.0001342733,0.000004399698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008826607,"about_ca_system_score_gemma":0.00009374939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001470141,"about_ca_topic_score_gemma":0.0001397145,"domain_scores_codex":[0.9990638,0.0001388502,0.000275513,0.000211525,0.00008429319,0.0002259939],"domain_scores_gemma":[0.9993675,0.0001921624,0.0001878286,0.000167053,0.00003789024,0.0000475514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001569905,0.00001248403,0.3530482,0.00001648823,0.00002617407,2.891072e-7,0.0003566148,0.04012651,0.6059285,0.000009942137,0.000002054394,0.0003158158],"study_design_scores_gemma":[0.001451834,0.0003718277,0.832356,0.00008868861,0.00004813285,0.000004929705,0.002702724,0.06552108,0.09708337,0.00008639631,0.0000238524,0.0002611287],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974986,0.00001274355,0.001944813,0.00005329678,0.00008904789,0.0003427951,0.00003846552,0.00001364448,0.000006565479],"genre_scores_gemma":[0.9996656,0.000001528136,0.0001167457,0.00003261869,0.00007946652,0.00001755588,0.00007561146,0.000008173872,0.000002768465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5088451,"threshold_uncertainty_score":0.3127637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02797576076655045,"score_gpt":0.2287023269718963,"score_spread":0.2007265662053459,"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."}}