{"id":"W4411108359","doi":"10.1111/maps.14375","title":"Simulating evaporative wet and dry cycles in Gale crater, Mars using thermochemical modeling techniques","year":2025,"lang":"en","type":"article","venue":"Meteoritics and Planetary Science","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; McGill University","funders":"Los Alamos National Laboratory; Research England; Natural Sciences and Engineering Research Council of Canada; Centre National de la Recherche Scientifique; Canadian Space Agency; Jet Propulsion Laboratory; UK Space Agency; University of Oregon; McGill University; National Aeronautics and Space Administration","keywords":"Mars Exploration Program; Astrobiology; Environmental science; Atmospheric sciences; Materials science; Geology; Physics","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":[0.0002939134,0.0006291425,0.0005182427,0.0005334602,0.0005282976,0.0008836578,0.0009252972,0.001172862,0.001796262],"category_scores_gemma":[0.000796859,0.0004910661,0.000870664,0.000510087,0.0005658832,0.0004512756,0.0004504639,0.0005728151,0.000165279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001588941,"about_ca_system_score_gemma":0.001060715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05848885,"about_ca_topic_score_gemma":0.03139605,"domain_scores_codex":[0.999897,0.00003237458,0.000006241421,0.00002298883,0.00001480859,0.00002663516],"domain_scores_gemma":[0.9995934,0.0001924798,0.00005289994,0.00004562178,0.00005061134,0.00006496814],"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":[0.00009674137,0.00005199882,0.009526776,0.00001620086,0.00005227403,0.00006242443,0.00003010805,0.9873388,0.001600658,0.0003024026,0.0001228491,0.0007988486],"study_design_scores_gemma":[0.00005075869,0.00004271836,0.003563799,0.000003099565,0.00001397436,0.00001001873,0.00003138454,0.9952877,0.0006019119,0.0001414636,0.0002436243,0.000009573169],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945645,0.00005855178,0.002003119,0.0001249857,0.00001101138,0.00002952368,0.0005989742,0.0001487437,0.0024605],"genre_scores_gemma":[0.9973947,0.00004601412,0.001718479,0.0000333926,0.000005041717,0.00003659469,0.0002757358,0.00002039576,0.0004697262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05848885,"threshold_uncertainty_score":0.1162968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02179311184976037,"score_gpt":0.2785512938922182,"score_spread":0.2567581820424578,"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."}}