{"id":"W3035190103","doi":"10.2139/ssrn.3270839","title":"Cascade Sensitivity Measures","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Probabilistic and Robust Engineering Design","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Cascade; Sensitivity (control systems); Chemistry; Chromatography; Engineering; Electronic engineering","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":[0.003041553,0.002092519,0.00146408,0.003976447,0.0009669279,0.003315659,0.001412236,0.002364619,0.02157948],"category_scores_gemma":[0.01247185,0.0007548828,0.001839162,0.001629486,0.001752171,0.004743335,0.003199459,0.002585238,0.003293008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644304,"about_ca_system_score_gemma":0.0007757299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007372322,"about_ca_topic_score_gemma":0.0005881119,"domain_scores_codex":[0.9974645,0.0006510431,0.0001173761,0.0008175339,0.0007304787,0.0002190494],"domain_scores_gemma":[0.9953502,0.002022425,0.0005384323,0.0008731916,0.0009148296,0.0003008567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001536982,0.00009680983,0.001242853,0.0002288567,0.0001713914,0.0001986039,0.0000921835,0.1025072,0.007237826,0.8061427,0.00851147,0.07341638],"study_design_scores_gemma":[0.00001465271,0.0001428628,0.001535351,0.00007237569,0.00007835379,0.0002922096,0.00003828979,0.4216861,0.006271041,0.5615009,0.008306639,0.00006129132],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02128766,0.0008172044,0.9115971,0.0006140931,0.0002619151,0.0001861958,0.0005865285,0.0005236581,0.06412568],"genre_scores_gemma":[0.8295793,0.00157046,0.1119595,0.0008121751,0.0006394509,0.0004935967,0.001328105,0.0004545517,0.05316286],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02157948,"threshold_uncertainty_score":0.07219052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05166773522449398,"score_gpt":0.315854146413061,"score_spread":0.2641864111885671,"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."}}