{"id":"W2097870937","doi":"10.1144/geochem2012-140","title":"Overview of the Canadian component of the North American Soil Geochemical Landscapes Project with recommendations for acquiring soil geochemical data for environmental and human health risk assessments","year":2013,"lang":"en","type":"article","venue":"Geochemistry Exploration Environment Analysis","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Human health; Component (thermodynamics); Environmental science; Earth science; Geology; Environmental health; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003869043,0.001103862,0.0005525919,0.01060471,0.004973283,0.003287613,0.002471452,0.0006793769,0.03164414],"category_scores_gemma":[0.002816044,0.0005344399,0.0004992709,0.01974341,0.001056166,0.001194256,0.001672979,0.0009156648,0.008187744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03283158,"about_ca_system_score_gemma":0.1526522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9767417,"about_ca_topic_score_gemma":0.9905021,"domain_scores_codex":[0.9970424,0.0002069526,0.0001049898,0.0002120479,0.002013449,0.0004202908],"domain_scores_gemma":[0.9914732,0.0001780712,0.0002163574,0.000237213,0.007083894,0.0008111958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005561598,0.0001018515,0.008928901,0.0006761258,0.00001699368,0.0001570199,0.0003903667,0.001240659,0.00187594,0.01114314,0.7307462,0.2446673],"study_design_scores_gemma":[0.000006651544,0.00001650831,0.02950582,0.0002533648,0.0000147144,0.00006349233,0.0005226317,0.000302476,0.0003876069,0.0009557658,0.9679424,0.00002869287],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01683239,0.0231126,0.03865054,0.02571077,0.001544831,0.008273768,0.2719579,0.003498828,0.6104184],"genre_scores_gemma":[0.05621518,0.05031879,0.1847724,0.006225944,0.0003851829,0.004934937,0.224445,0.001137691,0.4715649],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03283158,"threshold_uncertainty_score":0.2382109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0551578197098825,"score_gpt":0.2873400811034435,"score_spread":0.232182261393561,"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."}}