{"id":"W2089259936","doi":"10.2136/sssaj2010.0279","title":"XANES and Pyrolysis-FIMS Evidence of Organic Matter Composition in a Hummocky Landscape","year":2011,"lang":"en","type":"article","venue":"Soil Science Society of America Journal","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"XANES; Soil water; Organic matter; Chemistry; Environmental chemistry; Soil organic matter; Transect; Geology; Spectroscopy; Soil science; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008498308,0.0002237287,0.000198458,0.0007582046,0.0003258512,0.0003539444,0.0001263834,0.0002379634,0.0004548073],"category_scores_gemma":[0.0001140848,0.0001663143,0.0001116761,0.0006230281,0.0003170031,0.0001862885,0.000243678,0.0001581078,0.0000697264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001618455,"about_ca_system_score_gemma":0.0001096238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002260821,"about_ca_topic_score_gemma":0.004913496,"domain_scores_codex":[0.9999176,0.000007466339,0.000003016386,0.0000384241,0.0000174003,0.00001611186],"domain_scores_gemma":[0.9999112,0.00001066671,0.00003647322,0.000006131258,0.00001729933,0.00001819071],"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":[0.0001632621,0.00001782875,0.0700177,0.00004753532,0.00004498164,0.000315993,0.0002778671,0.000204517,0.9250236,0.00005505696,0.00003272231,0.003798896],"study_design_scores_gemma":[0.000002646113,0.0000434607,0.9717525,0.000003842369,0.00001706333,0.0002118449,0.0002406858,0.0003874419,0.02687852,0.00003654341,0.0004197856,0.000005510767],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994709,0.00008763652,0.0002039908,0.000003477099,6.109192e-7,0.00000171721,0.00006142564,0.000005868526,0.0001644291],"genre_scores_gemma":[0.9989023,0.00007804291,0.0006029965,0.00001444368,0.00000151875,0.000003910285,0.0001531651,0.000005020369,0.0002385193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002260821,"threshold_uncertainty_score":0.004495263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943724654997633,"score_gpt":0.2274749319487994,"score_spread":0.208037685398823,"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."}}