{"id":"W2139947572","doi":"10.1144/geochem2012-138","title":"Statistical variability of the geochemistry and mineralogy of soils in the Maritime Provinces of Canada and part of the Northeast United States","year":2013,"lang":"en","type":"article","venue":"Geochemistry Exploration Environment Analysis","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Geology; Soil water; Geochemistry; Physical geography; Earth science; Geography; Soil science","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":[0.000813164,0.0002301161,0.0003283225,0.002091753,0.001091781,0.0009006049,0.0007583278,0.0002120891,0.0005751651],"category_scores_gemma":[0.002869057,0.0001969918,0.0002714107,0.003706444,0.0009238982,0.000205445,0.0006910826,0.000247552,0.00009029693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00856571,"about_ca_system_score_gemma":0.008289697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9726741,"about_ca_topic_score_gemma":0.9822839,"domain_scores_codex":[0.9990467,0.0001098027,0.00007779425,0.000206085,0.0003607837,0.0001988822],"domain_scores_gemma":[0.9967219,0.0004201541,0.0005116609,0.000151735,0.001723881,0.0004705866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005963233,0.00000878792,0.9942273,0.00001324449,0.00008165865,0.00003747587,0.0003091424,0.0001687881,0.0006556857,0.00005258229,0.000277888,0.004107844],"study_design_scores_gemma":[0.000001520533,0.000004536038,0.9991741,0.000003042132,0.000006826883,0.00001418765,0.0002852082,0.0001439241,0.0000610612,0.000007474347,0.0002945705,0.000003556586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997071,0.0002843892,0.0001307465,0.00006446063,0.00000359959,0.00001137192,0.001739181,0.00001092639,0.0006843157],"genre_scores_gemma":[0.9976596,0.0001518298,0.0001748931,0.00002361439,0.000002426326,0.000008548448,0.00167139,0.000003352975,0.000304503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02732587,"threshold_uncertainty_score":0.06214887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006092196734942591,"score_gpt":0.1681149851385523,"score_spread":0.1620227884036097,"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."}}