{"id":"W4391691709","doi":"10.1016/j.jhazmat.2024.133747","title":"Field-scale assessment of soil, water, plant, and soil microbiome in and around Rania-Khan Chandpur Chromium contaminated site, India","year":2024,"lang":"en","type":"article","venue":"Journal of Hazardous Materials","topic":"Chromium effects and bioremediation","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Science and Engineering Research Board","keywords":"Bioremediation; Cynodon dactylon; Soil water; Environmental remediation; Environmental chemistry; Environmental science; Phytoremediation; Groundwater; Environmental engineering; Contamination; Agronomy; Biology; Chemistry; Ecology; Geology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001430847,0.0002802837,0.0003894962,0.0006049812,0.0009844566,0.0008280523,0.000541446,0.0005710813,0.0009476227],"category_scores_gemma":[0.0001999229,0.0002693173,0.0003079209,0.0006988145,0.0006246575,0.0002959673,0.0006797473,0.0005825582,0.0003595501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004698125,"about_ca_system_score_gemma":0.0009170137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02497238,"about_ca_topic_score_gemma":0.06096856,"domain_scores_codex":[0.9997067,0.00002422046,0.000009875107,0.0001020131,0.00007058623,0.00008656847],"domain_scores_gemma":[0.9997026,0.00003585366,0.00004587656,0.00001576259,0.0001401884,0.00005969256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008046824,0.0006413276,0.2759879,0.0003567673,0.0001004325,0.001007283,0.006822514,0.0006082566,0.6970755,0.0002948965,0.0006251342,0.0156752],"study_design_scores_gemma":[0.00001353227,0.001048395,0.9706315,0.00003478808,0.00007557684,0.0006334232,0.01066224,0.0005406003,0.0141675,0.0001126281,0.002053814,0.00002587756],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980518,0.00005515103,0.0003708676,0.00003108476,0.000006702247,0.00004668424,0.0007318413,0.00001173592,0.0006942822],"genre_scores_gemma":[0.9959325,0.0001341323,0.001044578,0.00007759428,0.000007438506,0.00006204974,0.0008247424,0.000008658385,0.001908251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02497238,"threshold_uncertainty_score":0.04965407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003877811090678247,"score_gpt":0.2213980652422795,"score_spread":0.2175202541516013,"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."}}