{"id":"W4391212971","doi":"10.21142/tl.2023.2985","title":"Remoción de fosfatos en aguas residuales domésticas con carbón activado de endocarpio de aceituna modificado con nanopartículas de hierro (III)","year":2023,"lang":"es","type":"dissertation","venue":"Universidad Científica del Sur","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Humanities; Chemistry; Physics; Nuclear chemistry; 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":[0.0001223095,0.0002476519,0.0002154164,0.0001604494,0.0001328106,0.0001902416,0.0001840597,0.0002367036,0.0009128412],"category_scores_gemma":[0.0001347326,0.00009001347,0.0002594307,0.0001438476,0.0001443589,0.0001454827,0.0001319422,0.0002421123,0.0001434804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002675004,"about_ca_system_score_gemma":0.0001621427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002293011,"about_ca_topic_score_gemma":0.004508164,"domain_scores_codex":[0.9998974,0.000009868724,0.000004193607,0.00002775979,0.0000374112,0.0000234341],"domain_scores_gemma":[0.999926,0.00001428093,0.00001957904,0.000005925107,0.00002462765,0.000009544066],"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":[0.00008846058,0.00001513366,0.0001849977,0.00005728197,0.000004422641,0.00002909405,0.00002488546,0.00006778351,0.9976606,0.00002872626,0.00001718012,0.001821371],"study_design_scores_gemma":[0.000003196245,0.0002831416,0.002398327,0.000005381894,0.0000125774,0.00004090058,0.00003727281,0.0004541578,0.9954643,0.00001030205,0.001287251,0.000003221083],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979127,0.0004610623,0.0008496149,0.00001869162,0.000008685974,0.00001092821,0.00005138494,0.00001874093,0.0006682203],"genre_scores_gemma":[0.9937908,0.0004544008,0.002477854,0.00002651745,0.000004820702,0.0000170037,0.00009457718,0.00001330252,0.003120742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002293011,"threshold_uncertainty_score":0.004559278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01458506250934613,"score_gpt":0.2556627087519154,"score_spread":0.2410776462425692,"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."}}