{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001871243,0.0003877176,0.0002618361,0.0009191328,0.0004391696,0.000656427,0.0002669491,0.0003875729,0.001246701],"category_scores_gemma":[0.000290866,0.0002805745,0.0002938072,0.001144545,0.0004518405,0.0002319797,0.0004110131,0.0002034458,0.0002938863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004893913,"about_ca_system_score_gemma":0.0003202433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02290789,"about_ca_topic_score_gemma":0.07290064,"domain_scores_codex":[0.9998304,0.00002611065,0.000007663196,0.00006592146,0.00004284595,0.00002717751],"domain_scores_gemma":[0.9997607,0.00003263818,0.0001062742,0.00001059384,0.00007609811,0.00001363222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007052284,0.00007407797,0.5938793,0.0005837396,0.0002223148,0.0004122114,0.003318849,0.0004538444,0.3781467,0.0001329359,0.0001393065,0.02193153],"study_design_scores_gemma":[0.000008168773,0.0004042788,0.9706718,0.00003518196,0.0001185035,0.0002672436,0.002758867,0.0004239251,0.02203872,0.00006508148,0.003195776,0.0000124917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979926,0.0003912254,0.0004153526,0.00002386679,0.000001832738,0.00001541775,0.0002560439,0.00001757567,0.0008862609],"genre_scores_gemma":[0.9957156,0.0004317348,0.001121919,0.00002774172,0.000002921498,0.00003558936,0.0002665023,0.000009741065,0.002388272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02290789,"threshold_uncertainty_score":0.04554909,"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."}}