{"id":"W2107865035","doi":"10.1039/c5ja90045j","title":"Atomic spectrometry update. Review of advances in the analysis of metals, chemicals and functional materials","year":2015,"lang":"en","type":"article","venue":"Journal of Analytical Atomic Spectrometry","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Mass spectrometry; Synchrotron; Materials science; Ceramic; Nanotechnology; Analytical Chemistry (journal); Environmental chemistry; 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":[0.001716701,0.001395765,0.001240493,0.005765695,0.0004937419,0.001591067,0.001375775,0.001740255,0.01013726],"category_scores_gemma":[0.002301014,0.0005644127,0.0007107859,0.00515691,0.0004015388,0.002093268,0.001108364,0.001579172,0.01447839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001067125,"about_ca_system_score_gemma":0.002244061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002605082,"about_ca_topic_score_gemma":0.004952982,"domain_scores_codex":[0.9989606,0.0001056397,0.0001022486,0.0001338603,0.0006412052,0.00005647087],"domain_scores_gemma":[0.9974549,0.0003587009,0.0002193648,0.00006512436,0.00178965,0.0001121993],"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":[0.0001717972,0.00007844625,0.0007331592,0.008614712,0.0001611293,0.0003075209,0.00004175174,0.0001495909,0.007668992,0.001719793,0.3344659,0.6458873],"study_design_scores_gemma":[0.00000571963,0.00003672338,0.0005762544,0.0004017217,0.00005962783,0.0008094874,0.00001639878,0.00003389304,0.001356605,0.0002601515,0.9964305,0.00001302724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004107849,0.9824947,0.0009606008,0.002030201,0.004911454,0.00002376666,0.0007533248,0.0001788964,0.008236424],"genre_scores_gemma":[0.002307181,0.9703032,0.003148809,0.003074772,0.004430233,0.00004825194,0.002352199,0.00006246909,0.01427288],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01013726,"threshold_uncertainty_score":0.03391254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02748296969704046,"score_gpt":0.3151109998700192,"score_spread":0.2876280301729787,"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."}}