{"id":"W2012410013","doi":"10.1016/j.yrtph.2014.06.021","title":"Inter-laboratory validation of bioaccessibility testing for metals","year":2014,"lang":"en","type":"article","venue":"Regulatory Toxicology and Pharmacology","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nickel Institute","funders":"International Zinc Association; Nickel Producers Environmental Research Association","keywords":"Reproducibility; Repeatability; Relative standard deviation; Cobalt; Chemistry; Chromatography; Metallurgy; Materials science; Detection limit","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":[0.02535575,0.002834746,0.00121551,0.002075479,0.003132454,0.002778883,0.003212147,0.003494662,0.002889073],"category_scores_gemma":[0.02339846,0.001196714,0.002429402,0.00126806,0.003445272,0.001448864,0.003320677,0.002287265,0.003288542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002504333,"about_ca_system_score_gemma":0.004989437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007764481,"about_ca_topic_score_gemma":0.0114048,"domain_scores_codex":[0.9583305,0.01731141,0.002610788,0.007365566,0.01330264,0.001079144],"domain_scores_gemma":[0.9751839,0.005654059,0.002031602,0.005764094,0.01053397,0.0008324345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003140922,0.003595884,0.03687061,0.0006080591,0.000873634,0.0001364829,0.002333598,0.003711011,0.9002903,0.001732483,0.002007719,0.04469931],"study_design_scores_gemma":[0.000402254,0.01331877,0.0424646,0.0002491638,0.0009730015,0.0006985016,0.0009783288,0.009579936,0.9106888,0.001748083,0.01870792,0.0001906765],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5937818,0.001629288,0.3784903,0.0007964746,0.0009483786,0.007607174,0.003443398,0.002345277,0.01095804],"genre_scores_gemma":[0.7650852,0.001149535,0.1948435,0.001680908,0.0002030496,0.009616802,0.008707881,0.0008291196,0.0178841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02535575,"threshold_uncertainty_score":0.1340957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0301975806772732,"score_gpt":0.314293387334057,"score_spread":0.2840958066567839,"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."}}