{"id":"W3134777659","doi":"10.1111/ggr.12378","title":"Silicon Isotope Analyses of Soil and Plant Reference Materials: An Inter‐Comparison of Seven Laboratories","year":2021,"lang":"en","type":"article","venue":"Geostandards and Geoanalytical Research","topic":"Silicon Effects in Agriculture","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"Natural Environment Research Council; U.S. Geological Survey; H2020 European Research Council; Agence Nationale de la Recherche; University of Bristol; Sight Research UK; Equipex","keywords":"Isotope; Environmental science; Isotopes of silicon; Silicon; Mineralogy; Analytical Chemistry (journal); Materials science; Environmental chemistry; Chemistry; Physics; Metallurgy","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02005224,0.001214747,0.0011657,0.003365075,0.001628432,0.002284016,0.002472459,0.001631302,0.001287772],"category_scores_gemma":[0.0158656,0.0008382985,0.001449176,0.003603836,0.001791457,0.0009225888,0.004772651,0.001125213,0.001615703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001669304,"about_ca_system_score_gemma":0.002118352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004348089,"about_ca_topic_score_gemma":0.007541521,"domain_scores_codex":[0.9684266,0.006347953,0.002657132,0.008073526,0.01283585,0.001659056],"domain_scores_gemma":[0.9730939,0.003825117,0.001775077,0.005059506,0.01532167,0.0009248477],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00441226,0.002145887,0.2293409,0.001475769,0.002156318,0.0006027058,0.008094383,0.00434826,0.577534,0.00219823,0.003484568,0.1642067],"study_design_scores_gemma":[0.0003082424,0.004109044,0.3489864,0.0003326097,0.001816457,0.001093757,0.004287426,0.007177521,0.5862121,0.001922254,0.04340795,0.0003462174],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306138,0.0009682823,0.05376915,0.0002030674,0.0001653301,0.00128436,0.004219254,0.001089617,0.007687252],"genre_scores_gemma":[0.8864875,0.000772095,0.09222946,0.0002869503,0.00006406147,0.00213439,0.01321651,0.000652422,0.004156565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9799477,"threshold_uncertainty_score":0.1060476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1259507528103369,"score_gpt":0.4226115935098115,"score_spread":0.2966608406994746,"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."}}