{"id":"W2524635656","doi":"10.1111/rec.12434","title":"An overview of peatland restoration in North America: where are we after 25 years?","year":2016,"lang":"en","type":"article","venue":"Restoration Ecology","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":159,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Center for Northern Studies","funders":"","keywords":"Peat; Bog; Sphagnum; Restoration ecology; Wetland; Stream restoration; Environmental science; Swamp; Geography; Agroforestry; Ecology; Habitat","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001356803,0.00009855093,0.0002069447,0.00007718083,0.00002965362,0.00000771653,0.0001298867,0.0001145113,0.00159847],"category_scores_gemma":[0.00002818188,0.00007571642,0.00002765822,0.0002160793,0.000130967,0.0003267903,0.00004849404,0.00006202074,0.0001933996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001816245,"about_ca_system_score_gemma":0.00002187892,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001768716,"about_ca_topic_score_gemma":0.1141309,"domain_scores_codex":[0.998953,0.0001949917,0.0002726153,0.0002605029,0.0001156846,0.0002032026],"domain_scores_gemma":[0.9994337,0.00005653521,0.000187468,0.0002449484,0.0000133437,0.00006398684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006043287,0.0000955543,0.992442,0.000007279379,0.000003075106,0.00002144331,0.0002399967,0.0002103005,0.0009779441,0.00003060132,0.002146292,0.00376506],"study_design_scores_gemma":[0.0004882186,0.0003075973,0.9666503,0.00001283406,0.000005336903,0.000003436819,0.00003804853,0.0001282507,0.00001652319,0.0001483116,0.03210093,0.0001001788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977038,0.0001584629,0.0001497963,0.00143258,0.0001128587,0.0001545663,0.0000170661,0.00001634634,0.0002545235],"genre_scores_gemma":[0.998194,0.001156827,0.0001417844,0.0001508929,0.00004929374,0.00004967168,0.00002577333,0.000008688236,0.0002230922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1139541,"threshold_uncertainty_score":0.9993142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02142225310784057,"score_gpt":0.2648464463979314,"score_spread":0.2434241932900909,"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."}}