{"id":"W6962567467","doi":"10.17632/gr2skw8k4s.1","title":"X-ray Diffraction and Bulk and Selective Dissolution Chemical Datasets for Klamath Mountain, Tablelands, and Pickhandle Gulch Serpentine Bedrock and Soils","year":2024,"lang":"en","type":"dataset","venue":"Data Archiving and Networked Services (DANS)","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bedrock; Soil water; Dissolution; Rietveld refinement; Fraction (chemistry); Atomic absorption spectroscopy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008872367,0.001710276,0.001299939,0.003553782,0.001064506,0.001685142,0.002754453,0.00141454,0.0297591],"category_scores_gemma":[0.002854124,0.0006070348,0.0008777028,0.009198816,0.0005438308,0.0008668272,0.001306894,0.001297802,0.02648878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002572997,"about_ca_system_score_gemma":0.004215562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1267375,"about_ca_topic_score_gemma":0.2250538,"domain_scores_codex":[0.9993222,0.00005997061,0.0000792053,0.0001854106,0.0002237106,0.0001294633],"domain_scores_gemma":[0.9984409,0.0002983757,0.0001900495,0.0002732405,0.0006257698,0.0001715792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001244998,0.00005431573,0.004420274,0.001617872,0.0000778114,0.0001189681,0.00008911598,0.00101129,0.0009421347,0.001095868,0.9851437,0.005304137],"study_design_scores_gemma":[0.0001797519,0.00001571532,0.01524693,0.0002803408,0.00004411909,0.00006193874,0.0001872612,0.0004400593,0.0009617916,0.0009034232,0.9816406,0.00003800602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002925849,0.00004228742,0.00005212162,0.00002345428,0.000005892462,0.000006216538,0.9989774,0.0001480217,0.0004520149],"genre_scores_gemma":[0.0005048855,0.000059412,0.0003774786,0.00001584348,0.000001727553,0.00004446042,0.998643,0.00003206052,0.000321106],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1267375,"threshold_uncertainty_score":0.2519996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01301378680227322,"score_gpt":0.2757645609246891,"score_spread":0.2627507741224159,"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."}}