{"id":"W4295950552","doi":"10.1038/s41550-022-01743-7","title":"Geological diversity and microbiological potential of lakes on Mars","year":2022,"lang":"en","type":"article","venue":"Nature Astronomy","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Canadian Institute for Advanced Research","funders":"Research Grants Council, University Grants Committee; Natural Sciences and Engineering Research Council of Canada; Canadian Institute for Advanced Research","keywords":"Noachian; Hesperian; Geology; Martian; Mars Exploration Program; Hydrosphere; Earth science; Amazonian; Geochemistry; Astrobiology; Paleontology; Authigenic; Deglaciation; Sedimentary rock; Biosphere; Holocene; Ecology; Amazon rainforest","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000416539,0.0002082734,0.000222778,0.002659984,0.001661626,0.001498412,0.0003724601,0.0004560128,0.001342224],"category_scores_gemma":[0.001082178,0.0001990106,0.0002239818,0.001554665,0.0009536803,0.001192064,0.001215922,0.0002224475,0.0001629277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006754256,"about_ca_system_score_gemma":0.0003186071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0124838,"about_ca_topic_score_gemma":0.02025243,"domain_scores_codex":[0.9995974,0.00009658925,0.00002533256,0.00008513345,0.00006749829,0.000128051],"domain_scores_gemma":[0.999229,0.0001479701,0.0002624643,0.00002053763,0.000141926,0.0001982165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003472377,0.00003086762,0.9888723,0.00002819016,0.00005720856,0.0001052785,0.001978177,0.0002122928,0.00516173,0.0001851916,0.00005565383,0.002965769],"study_design_scores_gemma":[0.000002477677,0.00005953097,0.9962587,0.000005337032,0.00001228177,0.00008657989,0.002840788,0.0002096814,0.0002190029,0.00007509518,0.0002267888,0.000003709186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995353,0.0001089493,0.00001606808,0.00001516922,5.702054e-7,7.847364e-7,0.00005813519,8.091217e-7,0.0002641476],"genre_scores_gemma":[0.9998125,0.0000369817,0.00002666806,0.000003820579,0.000002298403,0.000001025499,0.00005303809,4.581147e-7,0.00006321284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0124838,"threshold_uncertainty_score":0.02482229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00656735898374037,"score_gpt":0.1876590558685151,"score_spread":0.1810916968847747,"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."}}