{"id":"W2276614114","doi":"","title":"Nano-Scale Secondary Ion Mass Spectrometry - A new analytical tool in biogeochemistry and soil ecology","year":2006,"lang":"en","type":"article","venue":"University of North Texas Digital Library (University of North Texas)","topic":"Ion-surface interactions and analysis","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of Science; Newcastle University; U.S. Department of Energy; Australian Government; European Commission; Lawrence Livermore National Laboratory; Ontario Ministry of Natural Resources and Forestry","keywords":"Biogeochemistry; Soil water; Secondary ion mass spectrometry; Ecology; Environmental science; Earth science; Mass spectrometry; Soil science; Geology; Chemistry; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001410402,0.000574465,0.0007581002,0.001233441,0.00051032,0.001256768,0.0009846517,0.001442485,0.001562913],"category_scores_gemma":[0.0007592986,0.000326043,0.0004200723,0.001442924,0.002115167,0.002606787,0.0009354089,0.001395856,0.001067639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006552522,"about_ca_system_score_gemma":0.0008009445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003222091,"about_ca_topic_score_gemma":0.0004535516,"domain_scores_codex":[0.9993618,0.0001132959,0.00003002829,0.0001460213,0.0003187407,0.00003021118],"domain_scores_gemma":[0.9995546,0.0001539063,0.00006868231,0.00005960943,0.0001119428,0.00005131661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001753495,0.0001261999,0.00265733,0.001635496,0.00008445974,0.0005000389,0.0003383371,0.001236362,0.5700724,0.06598582,0.007884625,0.3493035],"study_design_scores_gemma":[0.00004771224,0.0005962441,0.006814147,0.0005286433,0.00008238544,0.003879512,0.0005501555,0.01305015,0.3357429,0.1086037,0.5299488,0.0001557591],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05699264,0.3395738,0.5616871,0.01162027,0.003693279,0.0003132713,0.001120943,0.001781342,0.02321734],"genre_scores_gemma":[0.1621362,0.2163254,0.5906417,0.003854221,0.00303466,0.0002612682,0.000913464,0.0002897325,0.02254335],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001562913,"threshold_uncertainty_score":0.007458985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003424641065836015,"score_gpt":0.1470827485999651,"score_spread":0.1436581075341291,"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."}}