{"id":"W4291433219","doi":"10.1029/2022gl099250","title":"A Minimally Cemented Shallow Crust Beneath InSight","year":2022,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nuclear Safety and Security Commission; Canadian Institute for Advanced Research; National Aeronautics and Space Administration; Earth Sciences Division; Division of Earth Sciences; National Science Foundation","keywords":"Geology; Martian; Crust; Mars Exploration Program; Basalt; Mineral; Geochemistry; Cement; Petrology; Astrobiology; Materials science; Composite material","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003587536,0.0001060684,0.0001222095,0.0001352406,0.0007203854,0.00009842663,0.0004308111,0.000009307816,0.001050831],"category_scores_gemma":[0.00001014096,0.0001017915,0.0000741386,0.0006184863,0.0001185639,0.0003016963,0.0002914173,0.0005242305,0.0008620858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005783781,"about_ca_system_score_gemma":0.00008926797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00061895,"about_ca_topic_score_gemma":0.000007876853,"domain_scores_codex":[0.9976776,0.0002146909,0.0001391999,0.0003497857,0.001038641,0.0005800434],"domain_scores_gemma":[0.9994051,0.0001236418,0.00003078396,0.0002511897,0.00004803392,0.0001411791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003557991,0.001276784,0.02390717,0.000017541,0.0001706652,0.0001431577,0.003740101,0.003486361,0.7652975,0.02195792,0.1615838,0.01806328],"study_design_scores_gemma":[0.003864887,0.002518857,0.1174597,0.00004287642,0.00005067057,0.000004615042,0.00851525,0.04353208,0.008197545,0.01623577,0.7978156,0.001762143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884725,0.000008569534,0.0001672482,0.006644115,0.0001038017,0.0002201915,0.00006836657,0.00002401247,0.004291224],"genre_scores_gemma":[0.9972414,6.919167e-7,0.00009516961,0.0008874195,0.0003563239,0.0001395243,0.0006225497,0.000009716587,0.0006472153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7570999,"threshold_uncertainty_score":0.9999158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04685518196515497,"score_gpt":0.2968179539921892,"score_spread":0.2499627720270342,"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."}}