{"id":"W2042503187","doi":"10.2116/analsci.28.807","title":"Influence of Speciation on the Response from Selenium to UV-Photochemical Vapor Generation","year":2012,"lang":"en","type":"article","venue":"Analytical Sciences","topic":"Selenium in Biological Systems","field":"Nursing","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Chemistry; Selenium; Genetic algorithm; Photochemistry; Environmental chemistry; Organic chemistry; Ecology","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":[0.0003273293,0.0002578795,0.000230174,0.0001630332,0.0002693217,0.0004229264,0.0004098684,0.0005364591,0.002685643],"category_scores_gemma":[0.001067917,0.0002194408,0.0002540936,0.0001757067,0.0003791414,0.0002436304,0.0002333351,0.0003578358,0.0003527943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002744285,"about_ca_system_score_gemma":0.0002696197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001864166,"about_ca_topic_score_gemma":0.002005697,"domain_scores_codex":[0.999799,0.00005686059,0.0000131589,0.00003783959,0.00004900371,0.00004423685],"domain_scores_gemma":[0.9995117,0.0003268981,0.00003264472,0.00002474163,0.00008352426,0.00002041785],"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":[0.001574519,0.00003582579,0.0006566577,0.00007711459,0.00001943028,0.0001285289,0.0001604272,0.0002252496,0.9938986,0.00007626817,0.00005662403,0.003090772],"study_design_scores_gemma":[0.00001430647,0.0003488501,0.001181816,0.00000331049,0.0000110477,0.0000426335,0.00007748797,0.0004939442,0.9974757,0.00002912066,0.0003173818,0.00000439938],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969805,0.000331821,0.0009270408,0.00008775895,0.000030541,0.00001682366,0.00008434658,0.00002993067,0.001511184],"genre_scores_gemma":[0.9978966,0.0002102784,0.0005778141,0.00004738902,0.000006315066,0.000006790395,0.00007235417,0.00001093637,0.001171488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002685643,"threshold_uncertainty_score":0.008984327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07152880147391813,"score_gpt":0.3288924412615081,"score_spread":0.25736363978759,"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."}}