{"id":"W3031206783","doi":"10.1089/ast.2020.2237","title":"Mars Extant Life: What's Next? Conference Report","year":2020,"lang":"en","type":"article","venue":"Astrobiology","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Nuclear Safety and Security Commission; California Institute of Technology; Jet Propulsion Laboratory; National Aeronautics and Space Administration; National Science Foundation","keywords":"Extant taxon; Habitability; Life on Mars; Mars Exploration Program; Astrobiology; Extraterrestrial life; Martian; Context (archaeology); Data science; Computer science; Geography; Planet; Biology; Archaeology; Astronomy; Evolutionary biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006531316,0.0000862632,0.0001334242,0.00001338537,0.00005290026,0.0001112389,0.0001400569,0.00002729425,0.0006874909],"category_scores_gemma":[0.000009477772,0.0000752565,0.00003309081,0.00007935533,0.0000596812,0.0009332774,0.0000364026,0.00009518071,0.0008538221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002637301,"about_ca_system_score_gemma":0.00007606568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003108045,"about_ca_topic_score_gemma":0.000002586297,"domain_scores_codex":[0.9993216,0.00003117079,0.0001690846,0.0002377098,0.00004296296,0.0001974506],"domain_scores_gemma":[0.9996302,0.00001834119,0.00008111433,0.0001230868,0.00002790804,0.0001193282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002634471,0.0002411312,0.364526,0.00002407286,0.0003421021,0.0003248484,0.003842292,0.002537563,0.273029,0.05646047,0.04826644,0.2501427],"study_design_scores_gemma":[0.003598872,0.002779279,0.08639894,0.0001190158,0.0001848741,0.0002134868,0.0454348,0.02521279,0.01268054,0.01550199,0.8051738,0.002701613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630585,0.00007863084,0.02464574,0.009343031,0.0005481915,0.0001582281,0.00002137577,0.00005537667,0.002090986],"genre_scores_gemma":[0.9975162,0.000009037147,0.0005278687,0.0007616451,0.0002855244,0.000006513123,0.0008308534,0.000003389857,0.00005900433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7569073,"threshold_uncertainty_score":0.9999241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04163547470781757,"score_gpt":0.2328489032467177,"score_spread":0.1912134285389001,"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."}}