{"id":"W2350816629","doi":"","title":"Assessment of Soil Contamination due to Heavy Metals: A Case Study of Rakhial Industrial Area","year":2016,"lang":"en","type":"article","venue":"International journal of advance research and innovative ideas in education","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heavy metals; Soil water; Environmental science; Pollution; Contamination; Soil test; Metal; Environmental chemistry; Environmental engineering; Soil contamination; Soil science; Metallurgy; Materials science; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003723889,0.000432217,0.0003288676,0.001322657,0.001238801,0.0009272016,0.0008353947,0.001033268,0.0009501935],"category_scores_gemma":[0.0004684171,0.0002663661,0.0004612861,0.001512206,0.0007575318,0.0003955658,0.0008625984,0.0003659136,0.0002016774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006827107,"about_ca_system_score_gemma":0.0007876134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01765832,"about_ca_topic_score_gemma":0.03575588,"domain_scores_codex":[0.999505,0.0001343896,0.00003569906,0.00008578636,0.0001245745,0.0001143414],"domain_scores_gemma":[0.9995522,0.0001036201,0.0001207348,0.00004953561,0.0001079662,0.00006603158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004216883,0.0008352677,0.7971227,0.0004450272,0.0001378533,0.1207635,0.01962627,0.002249919,0.02288989,0.0005325339,0.0005983122,0.03437705],"study_design_scores_gemma":[0.0000510374,0.002512128,0.7908093,0.0001282156,0.0002891647,0.06859148,0.1088223,0.004511543,0.01643418,0.0005948641,0.007154112,0.0001017172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986964,0.00007512431,0.0002897542,0.00005144525,0.000002307807,0.00002303446,0.00004057428,0.000005903965,0.0008154865],"genre_scores_gemma":[0.9983444,0.0001911402,0.0007470966,0.00002626095,0.000004474857,0.000006692349,0.00003472583,0.000002091018,0.0006429958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01765832,"threshold_uncertainty_score":0.03511107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0786418780754729,"score_gpt":0.4357155947096949,"score_spread":0.357073716634222,"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."}}