{"id":"W2795072639","doi":"10.1007/s11356-018-1591-4","title":"An evaluation of stabilised/solidified contaminated model soil using PC-based and MgO-based binders under semi-dynamic leaching conditions","year":2018,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Leaching (pedology); Ground granulated blast-furnace slag; Fly ash; Portland cement; Materials science; Metallurgy; Cement; Contamination; Magnesium; Toxicity characteristic leaching procedure; Environmental science; Soil water; Metal; Composite material; Soil science","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":[],"consensus_categories":[],"category_scores_codex":[0.003794696,0.0001040179,0.0001073378,0.0003769153,0.0006091692,0.0001009747,0.000148641,0.0000622723,0.0002313353],"category_scores_gemma":[0.00004278474,0.0001034272,0.00001487838,0.0003580551,0.001856412,0.0003954905,0.00005612488,0.0001468958,0.000005003216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005191267,"about_ca_system_score_gemma":0.0002490422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001556324,"about_ca_topic_score_gemma":0.00006336934,"domain_scores_codex":[0.9974986,0.0002363022,0.0001779059,0.0002888218,0.001382913,0.0004154563],"domain_scores_gemma":[0.999468,0.00004275986,0.00002547269,0.0002062028,0.00009039892,0.0001671537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002105382,0.00002556011,0.0002641605,0.00001641498,0.000004172069,2.022789e-7,0.0002324683,0.1144323,0.8836789,0.0000260657,0.00000423047,0.001294555],"study_design_scores_gemma":[0.0005985766,0.0001237681,0.007749273,0.00001966778,0.000009867491,6.69506e-7,0.0008054773,0.8121051,0.1783983,0.00009452189,0.000003848552,0.00009104081],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995949,0.00006650501,0.00322233,0.00006747711,0.00003549442,0.0003714789,0.00006550711,0.00002320039,0.0001990359],"genre_scores_gemma":[0.9997689,0.00003161049,0.00008742131,0.00002829092,0.00001394727,0.00001991051,0.00002917977,0.00001237222,0.000008402446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7052806,"threshold_uncertainty_score":0.6840027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07874965194442957,"score_gpt":0.3736347902465112,"score_spread":0.2948851383020816,"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."}}