{"id":"W2103318696","doi":"10.1126/science.1238670","title":"Soil Diversity and Hydration as Observed by ChemCam at Gale Crater, Mars","year":2013,"lang":"en","type":"article","venue":"Science","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":268,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Canadian Space Agency","funders":"Centre National d’Etudes Spatiales","keywords":"Mafic; Regolith; Soil water; Astrobiology; Impact crater; Amorphous solid; Mars Exploration Program; Martian surface; Martian; Geochemistry; Chemistry; Geology; Mineralogy; Environmental chemistry; Soil science; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001274229,0.00005064534,0.00004236395,0.00002037291,0.0008654899,0.00009783662,0.0001560327,0.000009542699,0.0002392971],"category_scores_gemma":[0.000003533826,0.00004402642,0.000008957492,0.0001633461,0.0001924231,0.001476361,0.0002191101,0.00002831564,0.0006210689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001455911,"about_ca_system_score_gemma":0.00002435172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001016666,"about_ca_topic_score_gemma":0.00002219757,"domain_scores_codex":[0.9994045,0.00000682362,0.00005296603,0.000194491,0.0001829232,0.0001582313],"domain_scores_gemma":[0.9997544,0.0000069966,0.00003119504,0.00009165907,0.00003251472,0.0000831994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003069988,0.0000258163,0.6914647,0.000002229405,0.000001878834,2.63855e-7,0.0009569457,0.00005469194,0.2991181,0.0002421884,0.00454582,0.003584292],"study_design_scores_gemma":[0.000458816,0.0001194908,0.8253182,0.000009507355,0.00000996957,0.000001696003,0.0009636413,0.02482779,0.1337208,0.01173652,0.002432034,0.0004015781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971665,0.00001131121,0.0001215329,0.0002716714,0.00007549367,0.00007233067,0.000005536994,0.000009983114,0.002265615],"genre_scores_gemma":[0.9983252,0.000002238561,0.00005802896,0.00009517618,0.00001838902,0.000003325833,0.00004095786,9.956142e-7,0.001455721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1653973,"threshold_uncertainty_score":0.7982792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855725896794693,"score_gpt":0.1926211570796699,"score_spread":0.174063898111723,"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."}}