{"id":"W2749267175","doi":"10.1139/cjss-2017-0037","title":"Carbon, nitrogen and phosphorus release from peat and forest floor-based cover soils used during oil sands reclamation","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Soil Science","topic":"Coal and Its By-products","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Peat; Land reclamation; Environmental science; Oil sands; Phosphorus; Soil water; Nitrogen; Forest floor; Carbon fibers; Cover (algebra); Soil science; Chemistry; Geography; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000486404,0.0001082224,0.0001539903,0.0001600513,0.001038037,0.0005488079,0.0003807454,0.00004025233,0.00009719274],"category_scores_gemma":[0.0004786692,0.00008764947,0.00002366313,0.000142472,0.0006647456,0.0007582848,0.00001193107,0.0001409488,0.000006432519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002480554,"about_ca_system_score_gemma":0.001308142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1854053,"about_ca_topic_score_gemma":0.2660311,"domain_scores_codex":[0.9989224,0.00002041251,0.000195082,0.0002284234,0.0002951607,0.0003385062],"domain_scores_gemma":[0.9985501,0.00003251243,0.0002163583,0.0002266879,0.0001433587,0.0008310058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002588621,0.000001719402,0.9803425,0.000008346618,0.000004063083,0.00008572308,0.0002528173,0.0006535978,0.0004530188,0.000002675042,0.00004441983,0.01812524],"study_design_scores_gemma":[0.0004742435,0.00006424113,0.9866862,0.00007448686,0.0000159465,0.00005194918,0.00007320763,0.008998256,0.002774493,0.0003285097,0.0003269479,0.0001315536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958465,0.001492047,0.000001654511,0.001004149,0.0003377053,0.00002845887,0.00004115872,0.000003244137,0.001245108],"genre_scores_gemma":[0.9994619,0.00009863249,0.0001082632,0.00008496482,0.0001478833,1.318851e-7,0.000003610155,0.000002555867,0.00009199838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08062578,"threshold_uncertainty_score":0.8200192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318354456328827,"score_gpt":0.1888771485172463,"score_spread":0.175693603953958,"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."}}