{"id":"W6996311790","doi":"","title":"The role of biochar in enhancing safe use of untreated wastewater in agriculture","year":2019,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Wastewater Treatment and Reuse","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Lysimeter; Biochar; Spinach; Wastewater; Irrigation; Leachate; Environmental remediation; Population","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004034958,0.000517864,0.0006348102,0.000205169,0.0001912682,0.00003432312,0.00057019,0.0005625887,0.0002225415],"category_scores_gemma":[0.0001128443,0.0003291558,0.0002090732,0.0006478509,0.00008657831,0.0005443649,0.0001916001,0.000615101,0.0002891201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005185115,"about_ca_system_score_gemma":0.00001292862,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0043844,"about_ca_topic_score_gemma":0.02455661,"domain_scores_codex":[0.9970098,0.0002729575,0.0009403536,0.0006537106,0.0005702822,0.0005528808],"domain_scores_gemma":[0.9985241,0.0001852574,0.0005295839,0.0006224196,0.00004107767,0.00009752053],"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":[0.0002164487,0.000257308,0.007188125,0.00008067182,0.00006844158,0.00001807638,0.00009390325,0.00041271,0.9839828,0.0004447811,0.000001624731,0.007235102],"study_design_scores_gemma":[0.0007503104,0.0001046695,0.01565988,0.0004826871,0.00006333589,0.000003189552,0.0008336483,0.000008219597,0.9772128,0.0006003864,0.003884705,0.0003961607],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889103,0.0002593294,2.054933e-9,0.000007312413,0.0002550691,0.0007428534,0.0002270554,0.00002029639,0.009577776],"genre_scores_gemma":[0.9876479,0.0002619919,0.00009608685,0.00001006151,0.000006355474,0.00004744733,0.0003879188,0.00006035617,0.0114819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02017221,"threshold_uncertainty_score":0.9999161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006859003239859162,"score_gpt":0.192455144041408,"score_spread":0.1855961408015488,"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."}}