{"id":"W3025813236","doi":"","title":"Reclamation of peat-based wetlands affected by Alberta, Canada's oil sands development","year":2013,"lang":"en","type":"article","venue":"EGUGA","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Peat; Oil sands; Land reclamation; Wetland; Environmental science; Hydrology (agriculture); Geology; Environmental protection; Geography; Archaeology; Asphalt; Ecology; Geotechnical engineering","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":[0.0001700935,0.0002131892,0.0001755952,0.0006010403,0.002229291,0.001024388,0.0005790457,0.0002946106,0.0009590504],"category_scores_gemma":[0.0003517631,0.0001056504,0.0001792027,0.0007227709,0.0006433869,0.0001722605,0.0005749862,0.0002450695,0.00009835352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01152864,"about_ca_system_score_gemma":0.01555315,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9560634,"about_ca_topic_score_gemma":0.9898,"domain_scores_codex":[0.9997295,0.00001603058,0.000007574656,0.00002434656,0.00007831526,0.0001441819],"domain_scores_gemma":[0.9997792,0.00001360451,0.000029335,0.000009332478,0.0001121495,0.00005648832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002379945,0.0006917499,0.7589042,0.0003451775,0.0001513343,0.005132157,0.009595981,0.01256309,0.05887777,0.002058045,0.00629375,0.1430068],"study_design_scores_gemma":[0.00002084013,0.0001321144,0.9744487,0.00002594289,0.00004229154,0.0001667451,0.009942826,0.002850714,0.004231108,0.000124087,0.007997183,0.00001751155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996159,0.00006979037,0.00008007742,0.00005445548,0.000004318261,0.00002107767,0.0001247564,0.00001673031,0.003469776],"genre_scores_gemma":[0.9959633,0.0001058498,0.0002973675,0.00002693375,0.000001544178,0.000007224096,0.0001590231,0.000002956056,0.003435794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04393655,"threshold_uncertainty_score":0.08839053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003442046115825534,"score_gpt":0.1717899987779323,"score_spread":0.1683479526621068,"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."}}