{"id":"W2063290225","doi":"10.1007/s11273-014-9399-6","title":"Assessment of an integrated peat-harvesting and reclamation method: peatland-atmosphere carbon fluxes and vegetation recovery","year":2014,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Peat; Sphagnum; Environmental science; Land reclamation; Wetland; Mire; Vegetation (pathology); Bog; Hydrology (agriculture); Soil carbon; Revegetation; Ecology; Soil science; Geology; Soil water; Biology","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":[0.001645686,0.0006182677,0.0006269221,0.0005390312,0.0003550244,0.0008398175,0.0008042265,0.0007786049,0.0007048845],"category_scores_gemma":[0.001417029,0.0002572513,0.0004961423,0.0005819144,0.0002276968,0.0008001777,0.000492142,0.0003665162,0.0001415054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008690038,"about_ca_system_score_gemma":0.0010872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01022447,"about_ca_topic_score_gemma":0.02058652,"domain_scores_codex":[0.9993557,0.0001190691,0.00003177919,0.0001770006,0.0002794011,0.00003704368],"domain_scores_gemma":[0.9990098,0.0004012402,0.0001404873,0.0001042271,0.0002965427,0.00004759924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006723317,0.00296542,0.2486937,0.000683642,0.0009877001,0.0001457386,0.0002797528,0.08027004,0.4212526,0.0006729366,0.0004001652,0.236925],"study_design_scores_gemma":[0.0003096355,0.003197292,0.4785633,0.00003170563,0.0006917042,0.0001449853,0.0001600349,0.3543319,0.1607503,0.000405046,0.001294677,0.0001194148],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859185,0.0001739928,0.01237592,0.00002079348,0.000009522338,0.00008840379,0.0002105538,0.00006076326,0.00114163],"genre_scores_gemma":[0.9823847,0.00009668802,0.01642725,0.00001441566,0.000005324885,0.00006594272,0.0001941206,0.00001755151,0.0007940168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01022447,"threshold_uncertainty_score":0.02032989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00691286529912291,"score_gpt":0.2452553962403836,"score_spread":0.2383425309412607,"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."}}