{"id":"W3206108663","doi":"10.3847/psj/ac19a5","title":"Past, Present, and Future of Mars Polar Science: Outcomes and Outlook from the 7th International Conference on Mars Polar Science and Exploration","year":2021,"lang":"en","type":"article","venue":"The Planetary Science Journal","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; York University","funders":"Consejo Nacional de Investigaciones Científicas y Técnicas; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; California Institute of Technology; Jet Propulsion Laboratory; National Aeronautics and Space Administration","keywords":"Mars Exploration Program; Astrobiology; Polar; Exploration of Mars; Environmental science; Earth science; Geology; Physics; Astronomy","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002119378,0.0001506352,0.0001559324,0.0001681985,0.001654398,0.0009926326,0.0008985176,0.00002015076,0.00008331629],"category_scores_gemma":[0.00003234554,0.00008601492,0.00002089777,0.0006601344,0.003150648,0.003148868,0.0002257113,0.0003079023,0.000007686494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000242614,"about_ca_system_score_gemma":0.0007090451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002729523,"about_ca_topic_score_gemma":0.00002567836,"domain_scores_codex":[0.9975866,0.00006424705,0.0002536086,0.0004013736,0.001351183,0.0003430054],"domain_scores_gemma":[0.9988902,0.0001178164,0.0002101178,0.0002647285,0.0003168123,0.0002002915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007189811,0.00008311008,0.8863513,0.000004357482,0.00004920014,0.00001500517,0.007341008,0.000482027,0.05011578,0.009468282,0.001192435,0.04482563],"study_design_scores_gemma":[0.0004563223,0.0001257469,0.9512785,0.00004522697,0.00003592045,0.0001050841,0.01478816,0.01829985,0.001851842,0.009897823,0.002887847,0.0002276711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768741,0.0002333595,0.0001593326,0.02091017,0.0006721168,0.000127856,0.0001718573,0.000005880808,0.000845293],"genre_scores_gemma":[0.998315,0.0002617014,0.0004640633,0.0003441316,0.000523011,0.000001226128,0.00005360537,0.000002892746,0.00003432114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06492724,"threshold_uncertainty_score":0.9996453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02436765352329096,"score_gpt":0.2507173438169461,"score_spread":0.2263496902936551,"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."}}