{"id":"W7133401140","doi":"","title":"Effect of nanofluids on the stability and desorption of sara fractions in processes.","year":2021,"lang":"es","type":"other","venue":"Universidad Industrial de Santander","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Yield (engineering); Catalysis; Stability (learning theory)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003768476,0.0002824514,0.0002150419,0.0001822355,0.0003144907,0.0002927794,0.0001539611,0.0003241814,0.001112625],"category_scores_gemma":[0.0006148979,0.0001420139,0.0002993648,0.0001454042,0.0001923608,0.0003692832,0.0001858251,0.0003586925,0.0003286203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004567069,"about_ca_system_score_gemma":0.0003284277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002690373,"about_ca_topic_score_gemma":0.00373885,"domain_scores_codex":[0.9997949,0.00002890838,0.00001915517,0.00004640644,0.00005653222,0.00005412574],"domain_scores_gemma":[0.9996705,0.0001413729,0.00005399167,0.00001695634,0.00008587194,0.00003128967],"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":[0.000437671,0.00002959476,0.0003847006,0.00009331943,0.000009884005,0.00002661603,0.00008461138,0.0003201934,0.9952542,0.00004037987,0.00003399282,0.003284893],"study_design_scores_gemma":[0.000005785985,0.0003062741,0.001803563,0.00000427576,0.00001010223,0.00001689408,0.00003128581,0.0007842673,0.9963295,0.00001051841,0.0006926585,0.000004911101],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961507,0.001399476,0.001091852,0.00004212717,0.00002045714,0.00002622922,0.0001476137,0.00003176603,0.001089781],"genre_scores_gemma":[0.9963337,0.0005833991,0.001389319,0.00002625509,0.000006838253,0.00002104662,0.0001419944,0.00001605538,0.001481378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002690373,"threshold_uncertainty_score":0.005349457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03690534518767308,"score_gpt":0.2751118433313995,"score_spread":0.2382064981437264,"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."}}