{"id":"W4386594838","doi":"10.22541/essoar.169447393.32373052/v1","title":"Nanoscale Analyses of X-ray Amorphous Material from Terrestrial Ultramafic Soils Record Signatures of Environmental Conditions Useful for Interpreting Past Martian Conditions","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Argonne National Laboratory; Nuclear Safety and Security Commission; Office of Science; National Aeronautics and Space Administration; U.S. Department of Energy; University of Nevada, Las Vegas; National Science Foundation","keywords":"Amorphous solid; Ultramafic rock; Nanocrystalline material; Geology; Soil water; Impact crater; Geochemistry; Electron microprobe; Astrobiology; Mineralogy; Materials science; Chemistry; Soil science; Crystallography","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":[0.00006166983,0.0002003632,0.0001057763,0.0008352284,0.0004501883,0.0005069857,0.0001544566,0.000171116,0.0006465674],"category_scores_gemma":[0.00008804807,0.0001125368,0.0001119262,0.0004826141,0.0002102667,0.0001616768,0.0001155769,0.0001426136,0.0001375149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002396035,"about_ca_system_score_gemma":0.0001851096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008560593,"about_ca_topic_score_gemma":0.03371495,"domain_scores_codex":[0.9999493,0.000002117948,0.000003509614,0.00001766296,0.0000165382,0.00001085701],"domain_scores_gemma":[0.9999064,0.00001318597,0.00003020724,0.000006674708,0.00003208817,0.00001154162],"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":[0.00005210557,0.00001819825,0.1147201,0.000108024,0.00006042985,0.0002982788,0.0002775151,0.00017005,0.8755769,0.0000924796,0.0001027532,0.008523237],"study_design_scores_gemma":[0.000002140236,0.00004206092,0.9218125,0.00001391914,0.00002961976,0.0004765752,0.0006577779,0.0002843425,0.07472648,0.0000468748,0.001903533,0.000004258138],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972022,0.0003278873,0.0007368898,0.00001169307,0.000002623816,0.000008554696,0.0006695433,0.00001980197,0.001020944],"genre_scores_gemma":[0.9957513,0.0004603711,0.001919488,0.00002639273,0.000003701926,0.000009457032,0.0009420019,0.00001301449,0.0008743427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008560593,"threshold_uncertainty_score":0.01702154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03530673805059244,"score_gpt":0.2841762638555861,"score_spread":0.2488695258049937,"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."}}