{"id":"W2897492933","doi":"10.25669/cudd-yb7b","title":"Pedogenic gypsum of southern New Mexico: Genesis, morphology, and stable isotopic signature","year":2019,"lang":"en","type":"article","venue":"Digital Scholarship - UNLV (University of Nevada Reno)","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gypsum; Pedogenesis; Geology; Isotopic signature; Geochemistry; Geochronology; Morphology (biology); Earth science; Mineralogy; Stable isotope ratio; Paleontology; Soil water; Soil science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002253052,0.0001353613,0.00030656,0.0001401501,0.0001205536,0.00002731323,0.0004153004,0.0002793893,0.003444698],"category_scores_gemma":[0.00003994567,0.000138669,0.00007828127,0.0002385113,0.0003117352,0.0005749287,0.00007488036,0.000354405,0.0005078039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002088167,"about_ca_system_score_gemma":0.0001229489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001311047,"about_ca_topic_score_gemma":0.001781216,"domain_scores_codex":[0.9989134,0.0001005114,0.0001275246,0.0003118262,0.0002148071,0.0003319527],"domain_scores_gemma":[0.9992091,0.0001777473,0.000116374,0.0002512954,0.00006744362,0.0001780521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001531707,0.00002084552,0.9967983,0.00004253517,0.00005657464,0.00003097911,0.0003311111,0.00005901525,0.0002657501,0.00006489732,0.0001229526,0.002053816],"study_design_scores_gemma":[0.0008941283,0.0002846846,0.9927374,0.00002466666,0.00003456655,0.00005791416,0.00212243,0.0001179378,0.0001376317,0.001597225,0.001796811,0.000194601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911825,0.001876813,0.00002039639,0.0003352986,0.00007349091,0.0001672177,0.0002333681,0.00001947696,0.006091434],"genre_scores_gemma":[0.9953806,0.00009638571,0.0002527049,0.00004315013,0.00001086873,2.318811e-8,0.0001504315,0.000003352666,0.004062504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004198075,"threshold_uncertainty_score":0.9974663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0157816075406392,"score_gpt":0.1935519533793043,"score_spread":0.1777703458386651,"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."}}