{"id":"W2793881343","doi":"10.2175/193864714816196538","title":"Biosolids Beneficial Use Options for the Edmonton Region, Alberta","year":2014,"lang":"en","type":"article","venue":"Proceedings of the Water Environment Federation","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biosolids; Environmental science; Environmental planning; Water resource management; Environmental engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003966131,0.0001783821,0.0001302631,0.00001407266,0.0007540188,0.000129817,0.0003277703,0.00007989653,0.0001637337],"category_scores_gemma":[0.00008936098,0.00008364847,0.0001338736,0.00004280605,0.0003102683,0.0005371136,0.0003094431,0.00009324825,0.00003729825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002407144,"about_ca_system_score_gemma":0.000001774523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003647161,"about_ca_topic_score_gemma":0.00007503916,"domain_scores_codex":[0.9987899,0.00001880743,0.0002838157,0.000299875,0.0003038337,0.0003037894],"domain_scores_gemma":[0.9995103,0.00007835844,0.0001225086,0.0002261187,0.000007222492,0.00005544059],"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":[0.0002929597,0.0007414537,0.3446897,0.0000954905,0.00008528319,9.865306e-8,0.00727238,0.01824319,0.6088079,0.003442816,0.008640302,0.007688503],"study_design_scores_gemma":[0.001017204,0.0003903446,0.2999273,0.00001893362,0.0001982244,0.00001043083,0.000613191,0.01685872,0.532314,0.01192349,0.1361712,0.0005569624],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868195,0.000005892155,0.001699676,0.009428926,0.00009544274,0.001045324,0.000003144429,0.00001457517,0.0008875214],"genre_scores_gemma":[0.99344,0.00002692796,0.0005115801,0.0002993743,0.00008501898,0.0001262484,0.000008029489,0.00002018517,0.005482637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1275309,"threshold_uncertainty_score":0.5799379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01093384489299899,"score_gpt":0.197910085613247,"score_spread":0.186976240720248,"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."}}