{"id":"W63609777","doi":"10.1016/s0166-2481(10)34009-8","title":"Nitrogen Compounds in Dissolved and Solid Environmental Samples","year":2010,"lang":"en","type":"book-chapter","venue":"Developments in psychiatry","topic":"Radioactive element chemistry and processing","field":"Chemistry","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Light Source (Canada); University of Saskatchewan","funders":"","keywords":"XANES; Nitrogen; Chemistry; Absorption (acoustics); Environmental chemistry; Rhizosphere; Spectroscopy; Soil organic matter; Spectral line; Analytical Chemistry (journal); Materials science; Environmental science; Soil water; Organic chemistry; Soil science; Geology; Physics; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001381586,0.0005269375,0.0004758118,0.0001395427,0.0001253199,0.00005661733,0.0003090165,0.0006638031,0.001425652],"category_scores_gemma":[0.00000790946,0.0005991894,0.00006351528,0.00002830578,0.0001742361,0.0001101448,0.0001544642,0.001177587,0.00002005005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002160903,"about_ca_system_score_gemma":0.0001867512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000550818,"about_ca_topic_score_gemma":0.00009249416,"domain_scores_codex":[0.9979687,0.000006072115,0.0006406362,0.0006888923,0.0002963659,0.0003992771],"domain_scores_gemma":[0.9992715,0.00004707861,0.0002710774,0.0002872546,0.000007089117,0.000116011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002602332,0.0004132675,0.908724,0.00128945,0.0004464364,0.00008200273,0.001213533,0.000001123215,0.06572368,0.001925095,0.0006020158,0.0193192],"study_design_scores_gemma":[0.01089952,0.00005434168,0.0518164,0.006476605,0.0002467833,0.0003174752,0.001366803,0.0000232811,0.1029527,0.1983332,0.6199283,0.007584577],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3370551,0.002101901,0.000006130184,0.0001014522,0.0007156371,0.0001646221,0.0002092407,0.0000549683,0.6595909],"genre_scores_gemma":[0.8816162,0.00131248,0.01888672,0.0003541241,0.0007507773,0.00008560647,0.002165903,0.000282683,0.09454547],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8569075,"threshold_uncertainty_score":0.9996459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118985603131934,"score_gpt":0.2354218440962766,"score_spread":0.2242319880649573,"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."}}