{"id":"W4376651835","doi":"10.1016/j.still.2023.105762","title":"Carbon accumulation dynamics and development processes of peatland established after the Changbaishan Millennium eruption","year":2023,"lang":"en","type":"article","venue":"Soil and Tillage Research","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Peat; Bog; Environmental science; Wetland; Volcano; Physical geography; Earth science; Geology; Ecology; Geography; Geochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002446978,0.0001311203,0.0001183721,0.0008828086,0.0004819889,0.000636651,0.0002746444,0.000208956,0.000599203],"category_scores_gemma":[0.0003744324,0.0001243415,0.0001444645,0.001117959,0.0004484598,0.0005552134,0.0005024653,0.0002619475,0.0000894925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0018012,"about_ca_system_score_gemma":0.001006321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1590563,"about_ca_topic_score_gemma":0.3611514,"domain_scores_codex":[0.9999528,0.000004572054,0.000003061553,0.00001118252,0.000007173183,0.00002125725],"domain_scores_gemma":[0.9997756,0.00002458312,0.00006370578,0.00001249299,0.00007378063,0.00004981855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002484304,0.00005090525,0.9738877,0.00002105322,0.00004408681,0.0003208012,0.001589014,0.0009945107,0.01313801,0.0007609491,0.0001575418,0.008786991],"study_design_scores_gemma":[0.00000141784,0.000007651262,0.9985113,0.000001710911,0.000004495723,0.00002086416,0.0002256136,0.000472404,0.0003357397,0.00004813624,0.0003676794,0.000003041877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995527,0.00004674793,0.00002487798,0.00001496641,6.959419e-7,9.745085e-7,0.00009177475,0.000001174628,0.0002660255],"genre_scores_gemma":[0.9995906,0.00002958503,0.00003075338,0.000004157186,8.301393e-7,0.000001165929,0.0001426975,8.478188e-7,0.0001993879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1590563,"threshold_uncertainty_score":0.3162609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04771260522630169,"score_gpt":0.3143159157228828,"score_spread":0.266603310496581,"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."}}