{"id":"W4281766949","doi":"10.19053/1900771x.v21.n2.2021.14271","title":"NANOPARTÍCULAS DE ORO FUNCIONALIZADAS CON L-CISTEÍNA PARA DETECCIÓN DE ARSÉNICO EN AGUA","year":2022,"lang":"es","type":"article","venue":"Ingeniería Investigación y Desarrollo","topic":"Electrochemical sensors and biosensors","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centennial College","funders":"","keywords":"Physics; Humanities; Molecular biology; Chemistry; Art; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001337482,0.001048115,0.001028588,0.0003488424,0.000848139,0.0002611341,0.001112745,0.000639663,0.0008914867],"category_scores_gemma":[0.0006748923,0.001202815,0.0005850644,0.001151321,0.0003667086,0.0001937065,0.0005048707,0.002057603,0.0002100313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002403943,"about_ca_system_score_gemma":0.0006208964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003026121,"about_ca_topic_score_gemma":0.00003495329,"domain_scores_codex":[0.9934856,0.0007798405,0.001154956,0.001088681,0.001158814,0.002332089],"domain_scores_gemma":[0.9969449,0.0006221851,0.0003162276,0.0009118819,0.0001248369,0.001079982],"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":[0.0002409137,0.0002241545,0.02072189,0.0003584806,0.0005188138,0.0006341496,0.001314754,0.01857828,0.9459452,0.002576966,0.006920887,0.001965488],"study_design_scores_gemma":[0.002253369,0.0007672757,0.006695196,0.0002491387,0.0006303515,0.001469529,0.000303802,0.0355167,0.6407692,0.004411566,0.3043356,0.002598285],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987203,0.007051675,0.0003201512,0.001033641,0.0006331973,0.0006575686,0.0002309696,0.0006795929,0.00219019],"genre_scores_gemma":[0.9893203,0.0004520078,0.004928692,0.002638558,0.0007369327,0.0002494682,0.0001034678,0.0002981921,0.001272372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.305176,"threshold_uncertainty_score":0.9990422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260824092263345,"score_gpt":0.2324337411644109,"score_spread":0.2198255002417774,"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."}}