{"id":"W3039210871","doi":"10.1002/agg2.20068","title":"A bioassay of long‐term stockpiled salvaged soil amended with biochar, peat, and humalite","year":2020,"lang":"en","type":"article","venue":"Agrosystems Geosciences & Environment","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Biochar; Peat; Land reclamation; Soil quality; Environmental science; Agronomy; Hordeum vulgare; Soil conditioner; Oil sands; Soil water; Chemistry; Poaceae; Biology; Soil science; Ecology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004158645,0.0002218483,0.0003538246,0.00005707244,0.0002239556,0.0001213871,0.0002943098,0.00005318553,0.0004149972],"category_scores_gemma":[0.00001778269,0.0001576465,0.00005888259,0.0001590345,0.0004865135,0.0002680165,0.0001454346,0.00009649295,0.00009164673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004565723,"about_ca_system_score_gemma":0.00003144146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005330167,"about_ca_topic_score_gemma":0.0001659137,"domain_scores_codex":[0.9979398,0.0001260563,0.0004356822,0.0006165063,0.0005352059,0.0003467417],"domain_scores_gemma":[0.9990993,0.00006693765,0.0002908285,0.0002940735,0.00001846796,0.000230443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004367917,0.00008503775,0.01199274,0.00006757479,0.00001269438,0.00001499744,0.001658738,0.0002010004,0.9853295,0.0000995935,0.00007816748,0.0004162524],"study_design_scores_gemma":[0.00277578,0.003457714,0.1849847,0.0004691314,0.0001962455,0.0001702896,0.003828578,0.00339008,0.7951865,0.00004627111,0.004058007,0.001436641],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971046,0.0004111305,0.001021718,0.0005558366,0.0001838668,0.0003661381,0.00007099524,0.00004182063,0.0002438209],"genre_scores_gemma":[0.9989091,0.00009216731,0.0002666119,0.0001688717,0.00008826751,0.00005501359,0.00000889331,0.00001350112,0.0003975593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.190143,"threshold_uncertainty_score":0.6428637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01940266625707721,"score_gpt":0.2250190900361805,"score_spread":0.2056164237791033,"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."}}