{"id":"W2356107088","doi":"","title":"RECENT DEVELOPMENTS ON DEEP PENETRATING GEOCHEMISTRY","year":2003,"lang":"en","type":"article","venue":"Dixue qianyuan","topic":"Geoscience and Mining Technology","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Geochemistry; China; Volcano; Mineralization (soil science); Sedimentary rock; Archaeology; Geography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002101705,0.0008387004,0.0009691017,0.002429848,0.0003517859,0.001834394,0.001211041,0.001057869,0.005115658],"category_scores_gemma":[0.001201953,0.0005093456,0.0006672725,0.003872956,0.000740591,0.002592083,0.001314306,0.001755947,0.001871129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001256446,"about_ca_system_score_gemma":0.000994303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002375577,"about_ca_topic_score_gemma":0.002270314,"domain_scores_codex":[0.998947,0.0002145739,0.00006180542,0.0002335316,0.0004433753,0.00009980164],"domain_scores_gemma":[0.9982576,0.0006361827,0.000184662,0.0001442349,0.0006721361,0.0001051528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002161589,0.0001204261,0.004077731,0.007716249,0.0001337465,0.0004868297,0.0002221449,0.0018255,0.04329797,0.01394068,0.0114206,0.9165419],"study_design_scores_gemma":[0.00002203854,0.0004793459,0.006973288,0.001026091,0.0001886186,0.002549326,0.0004138459,0.002210871,0.03632421,0.00829332,0.9414142,0.0001048671],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01110477,0.9264775,0.03349032,0.002023249,0.0008186972,0.0000676542,0.0003249121,0.0002353856,0.02545748],"genre_scores_gemma":[0.06212902,0.8898518,0.03317846,0.00235774,0.00177859,0.00006753101,0.0008201674,0.0001185537,0.009698058],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005115658,"threshold_uncertainty_score":0.01711357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213471920164665,"score_gpt":0.2105327564667082,"score_spread":0.1983980372650616,"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."}}