{"id":"W4403586593","doi":"10.2139/ssrn.4994445","title":"Treated Wastewater Reuse and its Impact on Soil Properties and Potato and Corn Growth","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Wastewater Treatment and Reuse","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Government of Canada; Agriculture and Agri-Food Canada","funders":"","keywords":"Reuse; Wastewater; Wastewater reuse; Agronomy; Environmental science; Agricultural engineering; Waste management; Environmental engineering; Engineering; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004614237,0.0004890994,0.0003655934,0.0001263914,0.0002101722,0.0003081427,0.0002534061,0.00021099,0.00004524579],"category_scores_gemma":[0.00001528715,0.0002738957,0.00009742041,0.00007347004,0.0001585897,0.0001434167,0.001229957,0.001998883,0.00007407759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000807418,"about_ca_system_score_gemma":0.0001767202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004303304,"about_ca_topic_score_gemma":0.0003614952,"domain_scores_codex":[0.9973838,0.0001031109,0.0002423276,0.0005837774,0.0002703189,0.001416686],"domain_scores_gemma":[0.9993918,0.00001769503,0.0001099799,0.0002505853,0.0000119241,0.0002180394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.009597366,0.00265787,0.3059754,0.002550895,0.01626783,0.002422015,0.04731296,0.002108725,0.5585082,0.00566599,0.01308682,0.03384588],"study_design_scores_gemma":[0.01511697,0.01956095,0.05694203,0.004434204,0.005010364,0.02057677,0.006040116,0.005474972,0.2259998,0.6319185,0.0007169553,0.008208416],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989215,0.008061575,5.078498e-7,0.001962068,0.0000930949,0.0002970104,0.00001376616,0.00004474294,0.0003122616],"genre_scores_gemma":[0.9827717,0.01045037,0.00001094566,0.00002984352,0.0001043581,0.00001448474,0.000007354987,0.00005499074,0.006555963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6262525,"threshold_uncertainty_score":0.9999713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118754942959052,"score_gpt":0.2197492599157879,"score_spread":0.2085617104861974,"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."}}