{"id":"W8896539","doi":"10.1093/infdis/174.supplement_3.s320","title":"Ideal Microhabitats on Mars: The Astrobiological Potential of Polar Dunes","year":2009,"lang":"en","type":"article","venue":"Lunar and Planetary Science Conference","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mars Exploration Program; Astrobiology; Crust; Life on Mars; Geology; Martian; Exploration of Mars; Atmosphere of Mars; Polar; Environmental science; Remote sensing; Earth science; Paleontology; Astronomy; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002995084,0.0001165209,0.0001329497,0.0000558026,0.0002711262,0.00008425785,0.000376146,0.00002374886,0.0001171215],"category_scores_gemma":[0.000006288008,0.00007104773,0.00002673124,0.0001819968,0.0004992599,0.0003354122,0.00002421575,0.0001282911,0.00005032965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001890716,"about_ca_system_score_gemma":0.00007618342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00012781,"about_ca_topic_score_gemma":0.000008241977,"domain_scores_codex":[0.9990512,0.00003787113,0.0001608897,0.0002694279,0.0002171627,0.0002634286],"domain_scores_gemma":[0.9996051,0.00004336084,0.0000626343,0.0001664235,0.0000402045,0.00008224478],"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":[0.0005651671,0.0005600222,0.230002,0.00001677129,0.00004720101,0.00003037815,0.002181741,0.004306823,0.4749174,0.09230207,0.001982945,0.1930875],"study_design_scores_gemma":[0.0006296036,0.001915661,0.9565284,0.00004290615,0.00002269345,0.00002668819,0.001076349,0.0188836,0.003580972,0.01557279,0.001352758,0.0003675597],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964679,0.00005134093,0.0006847815,0.0007795577,0.0001161002,0.0001124969,0.0001178059,0.00001022663,0.001659756],"genre_scores_gemma":[0.9991829,0.00001123505,0.0002553988,0.000217195,0.00006706617,7.987349e-7,0.0002302501,9.945385e-7,0.00003409646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7265265,"threshold_uncertainty_score":0.2897243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01350890047442215,"score_gpt":0.2185023314944453,"score_spread":0.2049934310200232,"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."}}