{"id":"W4253662254","doi":"10.1039/c6ja90044e","title":"Atomic spectrometry update: review of advances in the analysis of metals, chemicals and functional materials","year":2016,"lang":"en","type":"article","venue":"Journal of Analytical Atomic Spectrometry","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Mass spectrometry; Synchrotron; Materials science; Ceramic; Nanotechnology; Environmental chemistry; Chemistry; Metallurgy; Chromatography; Physics","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":[0.002224968,0.00118798,0.001528908,0.00532356,0.0003828048,0.001669566,0.00137387,0.0016931,0.007080816],"category_scores_gemma":[0.003291535,0.0004907341,0.00070036,0.005125995,0.000460711,0.002634156,0.001019761,0.001737645,0.007196114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009070638,"about_ca_system_score_gemma":0.002108208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001785617,"about_ca_topic_score_gemma":0.004200562,"domain_scores_codex":[0.9990012,0.0001414067,0.0001166401,0.0001324012,0.0005509665,0.00005754572],"domain_scores_gemma":[0.9965289,0.0008212923,0.0002980274,0.00008181609,0.002098297,0.0001716867],"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":[0.0001422594,0.00007159351,0.000532401,0.01090057,0.0001694451,0.0002442601,0.00005360082,0.0001583285,0.004469597,0.001415899,0.3044703,0.6773719],"study_design_scores_gemma":[0.000006456389,0.00004805543,0.0004432922,0.000717264,0.00007767024,0.0008136283,0.00002238791,0.0000387154,0.0008741799,0.0002429431,0.9967001,0.00001533432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002689648,0.990384,0.0005325737,0.001763087,0.00397638,0.00001224672,0.0002431575,0.00007625568,0.002743364],"genre_scores_gemma":[0.001369464,0.9841202,0.001841118,0.002573611,0.004516841,0.00002251873,0.0007835381,0.00003763647,0.004735095],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007080816,"threshold_uncertainty_score":0.02368772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01619943306758296,"score_gpt":0.2984718807875039,"score_spread":0.2822724477199209,"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."}}