{"id":"W4416116094","doi":"10.19189/map.2022.omb.sta.2415","title":"Tropical peat deposits undergoing land-use change: the case of Buhandanda and Lushala peatlands (Democratic Republic of Congo)","year":2023,"lang":"en","type":"article","venue":"Mires and Peat","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mitacs","keywords":"Peat; Radiocarbon dating; Carbon fibers; Hydrology (agriculture); Wetland; Litter; Bulk density; Organic matter","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001759896,0.0001297031,0.0002427567,0.00004816617,0.0001977999,0.00004083047,0.00009287209,0.00007438492,0.00007861604],"category_scores_gemma":[0.00005329294,0.00008075216,0.00004432104,0.000194899,0.0002618108,0.0001321342,0.0002301715,0.00008510241,0.000002656045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001263107,"about_ca_system_score_gemma":0.000007379902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001963491,"about_ca_topic_score_gemma":0.00935002,"domain_scores_codex":[0.9991047,0.00008761151,0.0002173647,0.0002413484,0.0001096339,0.0002393479],"domain_scores_gemma":[0.9992712,0.000356848,0.00007792963,0.0001937579,0.000009511369,0.00009071486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000471629,0.00002634151,0.9910605,0.00006147337,0.00002557847,0.0002529284,0.001278215,0.00001186709,0.0004417633,0.0001060413,0.001660775,0.005027341],"study_design_scores_gemma":[0.0008817578,0.0003203615,0.9931024,0.00003676082,0.00004935508,0.0008552197,0.0002424528,0.002439952,0.000142907,0.0002383403,0.001564692,0.0001258458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998074,0.0003247124,0.00001282322,0.00077338,0.00005070294,0.0001673155,0.0000174991,0.00002141566,0.0005581776],"genre_scores_gemma":[0.9981387,0.0009005885,0.00002922823,0.00009950589,0.0000461942,0.00001578163,0.00002509262,0.000009473621,0.0007354639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007386528,"threshold_uncertainty_score":0.5217531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02535043762401145,"score_gpt":0.2495665855798674,"score_spread":0.2242161479558559,"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."}}