{"id":"W4213215736","doi":"10.37761/rsqp.v87i3.353","title":"METALES DE VALOR AÑADIDO EN LOS RÍOS SALADO UBICADOS EN LAS CUENCAS SAMA Y LOCUMBA (REGIÓN DE TACNA - PERÚ) Y SU CORRELACIÓN CON ARSÉNICO Y BORO","year":2021,"lang":"es","type":"article","venue":"Revista de la Sociedad Química del Perú","topic":"Public Health and Environmental Issues","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Geography; Humanities; Art","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003146864,0.001090054,0.001386736,0.000115603,0.0007627677,0.001116904,0.001437455,0.001277028,0.005845531],"category_scores_gemma":[0.001148069,0.001158685,0.0008544875,0.0007214263,0.001796757,0.0007524151,0.0009811814,0.001761131,0.002141897],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004489903,"about_ca_system_score_gemma":0.0009534319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001748464,"about_ca_topic_score_gemma":0.00006931055,"domain_scores_codex":[0.9901459,0.002932067,0.001285194,0.001726968,0.00125102,0.002658835],"domain_scores_gemma":[0.9945627,0.00158184,0.0004978423,0.001415123,0.00004393614,0.001898582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00028691,0.003119133,0.6536859,0.002900081,0.0009589152,0.001774083,0.01485369,0.0009933835,0.2069783,0.02149891,0.06026226,0.03268837],"study_design_scores_gemma":[0.00194047,0.0002605018,0.2960309,0.0007052301,0.0007224444,0.001083598,0.004996744,0.006246806,0.004147088,0.000968135,0.6810025,0.001895592],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645242,0.01823002,0.001037778,0.00513182,0.0002421198,0.0009593505,0.0006133245,0.0002384133,0.009022979],"genre_scores_gemma":[0.9653801,0.02080158,0.005365852,0.004456534,0.0005783283,0.0001495685,0.0002548642,0.0002175416,0.002795601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6207402,"threshold_uncertainty_score":0.99992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007737062314492551,"score_gpt":0.2857491603414723,"score_spread":0.2780120980269797,"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."}}