{"id":"W4255842095","doi":"10.1039/c8ja90039f","title":"Atomic spectrometry update: review of advances in the analysis of metals, chemicals and materials","year":2018,"lang":"en","type":"article","venue":"Journal of Analytical Atomic Spectrometry","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Mass spectrometry; Synchrotron; Materials science; Ceramic; Nanotechnology; Chemistry; Metallurgy; Chromatography","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":[0.002140672,0.001127486,0.001486668,0.005009167,0.0003730806,0.001730551,0.001373301,0.001658618,0.008051082],"category_scores_gemma":[0.00338159,0.0004672955,0.0006977092,0.005086488,0.0004419067,0.002613549,0.00102236,0.001688699,0.007693961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008862,"about_ca_system_score_gemma":0.00220261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001811214,"about_ca_topic_score_gemma":0.004031589,"domain_scores_codex":[0.9990063,0.0001419739,0.0001165693,0.0001306226,0.0005483567,0.00005604028],"domain_scores_gemma":[0.9965634,0.0008292122,0.0002974802,0.000082625,0.002058345,0.000168991],"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":[0.0001377434,0.00007057947,0.0005283913,0.01188824,0.0001586116,0.0002240576,0.00005504441,0.000177076,0.00406334,0.001518829,0.3051634,0.6760147],"study_design_scores_gemma":[0.000005639387,0.00004473075,0.00039821,0.0007133907,0.00007032404,0.0007158567,0.00002150579,0.00003592294,0.0007233628,0.0002451528,0.9970121,0.0000138648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002642013,0.9902788,0.0005400314,0.001667815,0.003924541,0.0000127048,0.0002644523,0.00008009408,0.0029674],"genre_scores_gemma":[0.001307236,0.984734,0.001783126,0.002393843,0.004167242,0.00002228077,0.0008372732,0.00003766605,0.004717335],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008051082,"threshold_uncertainty_score":0.02693349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479631477048179,"score_gpt":0.3205026273997351,"score_spread":0.3057063126292533,"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."}}