{"id":"W6991099772","doi":"","title":"Factors controlling the amount and rate of peat compaction on timescales of 10-100 years (Cumberland Marshes, Canada)","year":2010,"lang":"en","type":"article","venue":"Utrecht University Repository (Utrecht University)","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peat; Compaction; Alluvium; Floodplain; Subsidence; Levee; Aggradation","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":[0.0002755496,0.0001773329,0.0001250093,0.0005383003,0.001068627,0.0008495495,0.0003277602,0.0001698693,0.001260036],"category_scores_gemma":[0.0007767755,0.0001456544,0.0001371591,0.0006395698,0.0007346821,0.0002871085,0.0003027208,0.0001620299,0.0001530677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005935259,"about_ca_system_score_gemma":0.006569647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9517902,"about_ca_topic_score_gemma":0.9857636,"domain_scores_codex":[0.9998441,0.00001057065,0.000006109869,0.00004531849,0.00002751404,0.00006635214],"domain_scores_gemma":[0.9995166,0.0000527446,0.0001300327,0.00002714345,0.0001704711,0.0001030034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006944517,0.00001751858,0.9724989,0.00003369139,0.00004447229,0.0001585697,0.0006674487,0.0005675998,0.01240386,0.0004987025,0.0007264421,0.01231351],"study_design_scores_gemma":[6.882847e-7,0.000002614202,0.9986437,0.000003593137,0.000004052216,0.00001630667,0.0002419913,0.0001713547,0.0002394721,0.00002839784,0.0006447232,0.000003149834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961383,0.0003431638,0.0003223913,0.0001015832,0.000006290985,0.00001175515,0.0006260211,0.000014307,0.002436192],"genre_scores_gemma":[0.9975113,0.0002247101,0.0003009957,0.0000273402,0.000002167147,0.000004769922,0.0002628317,0.000005582074,0.001660295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04820985,"threshold_uncertainty_score":0.09698749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006848487970979092,"score_gpt":0.1613497718181008,"score_spread":0.1545012838471218,"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."}}