{"id":"W3034739895","doi":"10.22215/etd/2019-13439","title":"Functioning of reclaimed oil sands ecosystems and the implications for reclamation certification","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada's Oil Sands Innovation Alliance; Syncrude; Suncor Energy Incorporated; McMaster University","keywords":"Environmental science; Eddy covariance; Land reclamation; Evapotranspiration; Ecosystem; Vegetation (pathology); Hydrology (agriculture); Cumulative effects; Forestry; Geography; Ecology; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001541961,0.0001919877,0.0001395538,0.0009231674,0.0004047843,0.001101698,0.0007071159,0.0002522928,0.0002922445],"category_scores_gemma":[0.002683227,0.0001121471,0.0001881326,0.0008461863,0.0006632908,0.0009983929,0.0004229274,0.0002212402,0.00006200282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002315243,"about_ca_system_score_gemma":0.001398823,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04791583,"about_ca_topic_score_gemma":0.1098597,"domain_scores_codex":[0.9992317,0.0001956292,0.00005358834,0.0001095703,0.0001984874,0.0002110416],"domain_scores_gemma":[0.9973909,0.0003756609,0.0009025084,0.0002590708,0.0008138424,0.0002579225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009518037,0.00006827875,0.9685794,0.0000294126,0.00002483014,0.0002719578,0.0008232196,0.002582821,0.004863244,0.0003870548,0.0001011933,0.02217347],"study_design_scores_gemma":[0.000001179162,0.00006544455,0.9955551,0.00000826377,0.000004398408,0.00007734594,0.001052681,0.002045121,0.0007003405,0.00005961939,0.0004241997,0.000006302148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990093,0.00005983,0.0001364769,0.00003969904,0.000001170943,0.00000553944,0.00007906747,0.000004375276,0.0006644948],"genre_scores_gemma":[0.9996395,0.00004753218,0.0001555506,0.000004724797,6.779507e-7,0.000001857595,0.00005813177,9.687432e-7,0.0000910425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9520842,"threshold_uncertainty_score":0.09527385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208277809266536,"score_gpt":0.2237519545293917,"score_spread":0.2116691764367263,"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."}}