{"id":"W4403318462","doi":"10.1002/eap.3052","title":"Are pools created when restoring extracted peatlands biogeochemically similar to natural peatland pools?","year":2024,"lang":"en","type":"article","venue":"Ecological Applications","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Peat; Biogeochemical cycle; Biogeochemistry; Dissolved organic carbon; Environmental chemistry; Ecosystem; Ecology; Nutrient; Environmental science; Context (archaeology); Chronosequence; Chemistry; Geology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002139247,0.00026265,0.0002912394,0.00008137635,0.0002849218,0.000147072,0.0004678913,0.0002330715,0.003500505],"category_scores_gemma":[0.0001866503,0.0001987381,0.000118549,0.0005734036,0.0001240657,0.0001378928,0.0003361508,0.0003914167,0.00141505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003008017,"about_ca_system_score_gemma":0.00001822628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005966663,"about_ca_topic_score_gemma":0.0003091197,"domain_scores_codex":[0.9980078,0.00005174174,0.0003503018,0.0007952207,0.0002431169,0.0005518422],"domain_scores_gemma":[0.998808,0.00037073,0.00008086666,0.0003956763,0.00002405253,0.0003207065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001202107,0.0008399121,0.599227,0.00004720831,0.0001307899,0.0003128729,0.0003342185,0.0003264077,0.09776504,0.001516177,0.2902517,0.009128471],"study_design_scores_gemma":[0.000191877,0.0000907061,0.5941675,0.00001544114,0.00003609674,0.00003409175,0.00002923277,0.0005493776,0.0003932561,0.002314888,0.401883,0.0002946043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672458,0.0002028062,0.001246038,0.008681166,0.0002015208,0.001119891,0.0001227316,0.000678603,0.02050151],"genre_scores_gemma":[0.9921512,0.00002526503,0.001725281,0.001004679,0.0002675778,0.0008416981,0.0003967104,0.00002301415,0.003564568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1116313,"threshold_uncertainty_score":0.9993625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01460509226302077,"score_gpt":0.2531125219271285,"score_spread":0.2385074296641077,"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."}}