{"id":"W4310184511","doi":"10.5141/jee.22.069","title":"Soil properties and molecular compositions of soil organic matter in four different Arctic regions","year":2022,"lang":"en","type":"article","venue":"Journal of Ecology and Environment","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Foundation of Korea; Ministry of Oceans and Fisheries; Korea Polar Research Institute; National Research Foundation","keywords":"Soil organic matter; Organic matter; Arctic; Environmental science; Environmental chemistry; Soil science; Soil water; Chemistry; Ecology; Biology","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":[0.0002104179,0.0004392875,0.0002864764,0.001720541,0.001005786,0.0005301289,0.0002209305,0.0002756978,0.0002665932],"category_scores_gemma":[0.0002206009,0.0002208063,0.0002372834,0.00153931,0.0004439847,0.0002042514,0.0003113482,0.0001361391,0.00007204113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007989842,"about_ca_system_score_gemma":0.0005444597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1036747,"about_ca_topic_score_gemma":0.1694582,"domain_scores_codex":[0.9997866,0.00001595631,0.00002438196,0.00007858991,0.00005277244,0.00004171499],"domain_scores_gemma":[0.9997182,0.00003428478,0.00008090367,0.000009861463,0.0001094825,0.0000471472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004886481,0.00008508179,0.887552,0.0001012666,0.0001588764,0.000420994,0.001552216,0.0006682507,0.1010156,0.0000407054,0.00007886344,0.007837436],"study_design_scores_gemma":[0.000003960758,0.00003904388,0.9953382,0.000006209731,0.00003687457,0.00008496544,0.0006890249,0.0002400672,0.003314386,0.000008248946,0.0002329424,0.000006178282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994687,0.00008594718,0.00006081017,0.000002376015,7.398046e-7,0.000004656761,0.00021077,0.00000261523,0.0001634618],"genre_scores_gemma":[0.9983603,0.0001810799,0.0006209631,0.000009179847,0.000002175073,0.00001657576,0.000596569,0.000002855126,0.0002102381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1036747,"threshold_uncertainty_score":0.2061425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0262385462501649,"score_gpt":0.1841682529216729,"score_spread":0.157929706671508,"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."}}