{"id":"W2068048716","doi":"10.2134/jeq2008.0195","title":"Risk Indicator for Agricultural Inputs of Trace Elements to Canadian Soils","year":2009,"lang":"en","type":"article","venue":"Journal of Environmental Quality","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University; Agriculture and Agri-Food Canada","funders":"","keywords":"Biosolids; Agriculture; Environmental science; Soil water; Agricultural land; Soil quality; Land use; Environmental chemistry; Environmental protection; Environmental engineering; Soil science; Ecology; Chemistry; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002059449,0.0002441641,0.0004549526,0.00009838141,0.0001446101,0.00001594185,0.0005125889,0.0001186138,0.001793384],"category_scores_gemma":[0.0001805483,0.0002002709,0.0002711725,0.0001246908,0.0001625668,0.0003018245,0.00008036931,0.0002580032,0.0001639672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001429879,"about_ca_system_score_gemma":0.00003013531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001125555,"about_ca_topic_score_gemma":0.001171454,"domain_scores_codex":[0.9968479,0.0002402751,0.00125693,0.0002994989,0.000856204,0.0004991895],"domain_scores_gemma":[0.9978414,0.00009985971,0.0009634504,0.0003150816,0.000004492076,0.0007757636],"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":[0.0004029553,0.002386708,0.3361602,0.00002808518,0.0002358787,0.00002372996,0.003206779,0.004865284,0.522686,0.0001488167,0.009860422,0.1199951],"study_design_scores_gemma":[0.0007389334,0.0007890141,0.94843,0.00001388812,0.00005871079,0.00001613318,0.0002565392,0.00000830362,0.02618841,0.0003664436,0.02288352,0.0002500846],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967279,0.00007650314,0.000541431,0.001181665,0.0001597176,0.0005010366,0.0002579992,0.000004434784,0.000549252],"genre_scores_gemma":[0.9892393,0.00006698148,0.009526445,0.0009132542,0.00009123081,0.000007476779,0.000006670956,0.00001414331,0.0001345261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6122698,"threshold_uncertainty_score":0.9991191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511576933937541,"score_gpt":0.2821185296725101,"score_spread":0.2670027603331347,"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."}}