{"id":"W1571294517","doi":"10.1002/9780470027318.a0867m","title":"Soil Instrumental Methods","year":2000,"lang":"en","type":"other","venue":"Encyclopedia of Analytical Chemistry","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Soil nutrients; Environmental science; Soil water; Sampling (signal processing); Nutrient; Soil quality; Plant growth; Soil test; Soil science; Computer science; Ecology; Agronomy; 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":[0.003252148,0.00215113,0.001435666,0.008400862,0.001882729,0.002686316,0.004152622,0.001490415,0.08045202],"category_scores_gemma":[0.006140277,0.0008730927,0.0009865706,0.006616073,0.0007871159,0.001447946,0.002217654,0.001951556,0.05112599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001349411,"about_ca_system_score_gemma":0.002639263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002060502,"about_ca_topic_score_gemma":0.004773852,"domain_scores_codex":[0.992347,0.0008413573,0.000444207,0.001494028,0.004530667,0.0003427273],"domain_scores_gemma":[0.9963351,0.0003878269,0.0002154258,0.0006587771,0.002314361,0.00008843232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004721239,0.0003653024,0.005131451,0.003141792,0.0002121847,0.0004451676,0.0005035806,0.002809318,0.165289,0.02231421,0.1227005,0.6766154],"study_design_scores_gemma":[0.0000731846,0.0001367576,0.003637781,0.0003652456,0.000100412,0.0004521392,0.0002341939,0.004286315,0.164432,0.005458559,0.8207365,0.00008691086],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01765275,0.006458745,0.7291743,0.0008488002,0.002611549,0.005508091,0.05386049,0.0158181,0.1680672],"genre_scores_gemma":[0.07082543,0.007144739,0.5712601,0.001698793,0.0005019122,0.008790266,0.05634324,0.004577519,0.278858],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.08045202,"threshold_uncertainty_score":0.2691388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007993836138074922,"score_gpt":0.2750780769051954,"score_spread":0.2670842407671205,"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."}}