{"id":"W2079474600","doi":"10.1016/j.icarus.2014.08.009","title":"A model for co-isotopic signatures of evolving ground ice in the cold dry environments of Earth and Mars","year":2014,"lang":"en","type":"article","venue":"Icarus","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; National Aeronautics and Space Administration; National Science Foundation","keywords":"Mars Exploration Program; Geology; Regolith; Atmospheric sciences; Diurnal cycle; Ice core; Climatology; Astrobiology","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":[0.0005842564,0.0006804061,0.0007652157,0.0007122485,0.001074682,0.001729979,0.003071736,0.002560845,0.008326607],"category_scores_gemma":[0.001849707,0.0007000797,0.001049993,0.0005931926,0.001241133,0.002975651,0.001093928,0.0009872688,0.001107757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001488169,"about_ca_system_score_gemma":0.001073903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02913893,"about_ca_topic_score_gemma":0.0143098,"domain_scores_codex":[0.9998335,0.00003546135,0.000007308294,0.00006644041,0.00001656282,0.00004079027],"domain_scores_gemma":[0.9994666,0.0002162492,0.00007401114,0.0000420754,0.00007380983,0.0001273271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001380798,0.00008531289,0.005132057,0.00005969373,0.00009130446,0.0002172218,0.0002126023,0.9218388,0.003975037,0.06205403,0.002369323,0.003826636],"study_design_scores_gemma":[0.00007623325,0.00002422723,0.001449913,0.000008019292,0.00002124181,0.00006910858,0.00005772107,0.9723064,0.0001706895,0.02493628,0.0008503225,0.00002976303],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6813793,0.0008675219,0.2511203,0.008945592,0.000467624,0.0002168208,0.003915372,0.001149819,0.05193768],"genre_scores_gemma":[0.9774913,0.0002464312,0.006705761,0.000341235,0.00007030653,0.0001506547,0.0005726545,0.000227285,0.01419435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02913893,"threshold_uncertainty_score":0.05793864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01543465036190206,"score_gpt":0.2214980858918149,"score_spread":0.2060634355299129,"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."}}