{"id":"W3110982931","doi":"10.1016/j.enggeo.2020.105973","title":"Preliminary assessment of biosolids in covers with capillary barrier effects","year":2020,"lang":"en","type":"article","venue":"Engineering Geology","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"Mitacs","keywords":"Biosolids; Tailings; Permeability (electromagnetism); Environmental science; Compost; Environmental engineering; Environmental chemistry; Waste management; Materials science; Chemistry; Metallurgy","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":[],"consensus_categories":[],"category_scores_codex":[0.00003565076,0.0001484911,0.0002397369,0.00009247837,0.000006862884,0.000003199418,0.0000933601,0.0001094762,0.00001981068],"category_scores_gemma":[0.00002617662,0.0001397367,0.000026829,0.0002447414,0.0000226634,0.00005028204,0.00002289406,0.0002441405,0.000004751284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002890791,"about_ca_system_score_gemma":0.00002035605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001039886,"about_ca_topic_score_gemma":0.000002040486,"domain_scores_codex":[0.999398,0.00001209479,0.0001478356,0.0001352613,0.00007607209,0.0002307207],"domain_scores_gemma":[0.9996939,0.00008685081,0.00001379943,0.0001120687,0.00001299863,0.00008043539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000230165,0.000008966272,0.01138011,0.0002872864,0.00006097722,0.0001241639,0.0003164861,0.9655459,0.02163303,0.0002076862,0.0001672859,0.000245087],"study_design_scores_gemma":[0.001049055,0.0005813898,0.1076704,0.00008006328,0.00002236904,0.00002623087,0.00003609398,0.8685827,0.02046068,0.00000589793,0.001177931,0.0003071679],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898751,0.0005089678,0.007999054,0.0001115699,0.0002847806,0.0001311596,0.000002362233,0.0002357658,0.0008512489],"genre_scores_gemma":[0.9977583,0.00003569708,0.002030035,0.00006072917,0.00005107144,0.00001841187,0.000007394097,0.00003052687,0.000007808588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09696316,"threshold_uncertainty_score":0.5698299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003408868778493706,"score_gpt":0.1819423784065709,"score_spread":0.1785335096280772,"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."}}