{"id":"W7039797421","doi":"","title":"Maximum tolerance and maximum greatest tolerance","year":2009,"lang":"en","type":"article","venue":"UPCommons institutional repository (Universitat Politècnica de Catalunya)","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Generalitat de Catalunya; European Regional Development Fund; Royal Canadian Geographical Society","keywords":"Separable space; Artificial neural network; Tolerance analysis; Control theory (sociology); Upper and lower bounds","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.005072056,0.001064862,0.001515738,0.001110165,0.001282131,0.002951597,0.002616493,0.001840806,0.004360483],"category_scores_gemma":[0.0253626,0.000629773,0.00126037,0.0008685548,0.003894423,0.005806219,0.005391038,0.003069844,0.001033209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00105007,"about_ca_system_score_gemma":0.001007631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007592827,"about_ca_topic_score_gemma":0.000615483,"domain_scores_codex":[0.9940695,0.001363089,0.0006288768,0.001381057,0.001882339,0.0006752416],"domain_scores_gemma":[0.9894798,0.004901338,0.001404444,0.002169221,0.001516631,0.0005284779],"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":[0.0004911756,0.0001058062,0.00360492,0.0009294369,0.0001722736,0.0004673538,0.00143452,0.1908542,0.03503919,0.6435908,0.002847372,0.1204629],"study_design_scores_gemma":[0.00005373078,0.00047425,0.002758587,0.0003155978,0.00007357931,0.0008378717,0.0005377064,0.155337,0.03765817,0.787487,0.01431567,0.0001508218],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0531191,0.001162799,0.9239278,0.0008746492,0.0002123989,0.00006007584,0.0001378055,0.0005526772,0.0199526],"genre_scores_gemma":[0.7735316,0.0007679822,0.2179885,0.0005716228,0.0002253948,0.0002651735,0.0001947731,0.0004673305,0.005987677],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005072056,"threshold_uncertainty_score":0.02682394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01022332702189286,"score_gpt":0.2188559449652376,"score_spread":0.2086326179433447,"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."}}