{"id":"W4309561851","doi":"10.1111/rec.13835","title":"Soil mounding as a restoration approach of seismic lines in boreal peatlands: implications on microtopography","year":2022,"lang":"en","type":"article","venue":"Restoration Ecology","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Natural Resources Canada","keywords":"Peat; Elevation (ballistics); Boreal; Environmental science; Taiga; Tree line; Wetland; Geology; Habitat; Physical geography; Ecology; Climate change; Geography; Paleontology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004162248,0.0001157772,0.0001973146,0.000262415,0.0002629833,0.00001093319,0.0002039196,0.00007465036,0.0002644705],"category_scores_gemma":[0.00004813307,0.0001198458,0.00005176112,0.0005581719,0.0001045603,0.0001151874,0.0001217265,0.0002001463,0.00002212462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003524818,"about_ca_system_score_gemma":0.00005144611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008182541,"about_ca_topic_score_gemma":0.001923626,"domain_scores_codex":[0.9986742,0.0002605524,0.0003486423,0.0003281487,0.0001539105,0.0002345096],"domain_scores_gemma":[0.9993963,0.00009221301,0.000207668,0.0002424742,0.00001269787,0.00004863187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001317528,0.0004811991,0.9163164,0.00000732134,0.00000970971,0.000004872301,0.0006028686,0.06884316,0.005937257,0.002237668,0.004791898,0.0006358674],"study_design_scores_gemma":[0.000833042,0.0007106944,0.9738322,0.00000211677,0.00001102322,0.00003835461,0.0002749147,0.008227114,0.000192206,0.002152654,0.01355668,0.0001690163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865516,0.00001243726,0.0003270919,0.001167534,0.0001332519,0.0004090214,0.00001928503,0.0000271914,0.01135259],"genre_scores_gemma":[0.9981269,0.00002054082,0.0002447211,0.0003787549,0.00004343775,0.000447816,0.0004644529,0.00001108455,0.0002622832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06061604,"threshold_uncertainty_score":0.488717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01435931248482633,"score_gpt":0.2507654638399277,"score_spread":0.2364061513551014,"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."}}