{"id":"W1993299713","doi":"10.1016/j.jes.2014.10.007","title":"Soil microbial response to waste potassium silicate drilling fluid","year":2015,"lang":"en","type":"article","venue":"Journal of Environmental Sciences","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"China Scholarship Council","keywords":"Loam; Soil water; Environmental science; Land reclamation; Anaerobic bacteria; Soil science; Bacteria; Ecology; Geology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002937675,0.0004946103,0.0004633214,0.0002016501,0.0001946416,0.0006254474,0.00019576,0.0005947522,0.001309409],"category_scores_gemma":[0.0006198121,0.0001888772,0.0002695213,0.0001785006,0.0003920728,0.0004566192,0.0004550308,0.0004117839,0.0002424371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003516489,"about_ca_system_score_gemma":0.0004474833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002136149,"about_ca_topic_score_gemma":0.002253492,"domain_scores_codex":[0.9997055,0.00005277329,0.00002921113,0.00005770003,0.00006669185,0.00008803273],"domain_scores_gemma":[0.999708,0.00007600373,0.00004898234,0.00001527614,0.00009054755,0.0000611193],"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":[0.001898034,0.00007338179,0.002401698,0.00005961563,0.000008392223,0.00005862224,0.00009495675,0.0001148982,0.9933785,0.00003558617,0.00002972012,0.001846532],"study_design_scores_gemma":[0.00007931892,0.003139089,0.05041233,0.00002294903,0.00003197256,0.0001884431,0.001131983,0.001803085,0.9419834,0.0001789765,0.0009991538,0.00002933189],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992772,0.00007798439,0.0001621818,0.00003518252,0.00001249596,0.000007439602,0.0001262017,0.000006774701,0.0002946094],"genre_scores_gemma":[0.9987553,0.00006550334,0.0002594485,0.00002958659,0.000004941997,0.000009925958,0.0001533163,0.000003024424,0.0007189264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002136149,"threshold_uncertainty_score":0.004380345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02261686566278871,"score_gpt":0.2460927062408755,"score_spread":0.2234758405780868,"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."}}