{"id":"W4292544872","doi":"10.3390/axioms11080414","title":"A Fuzzy Random Boundary Value Problem","year":2022,"lang":"en","type":"article","venue":"Axioms","topic":"Fixed Point Theorems Analysis","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Random compact set; Random element; Mathematical analysis; Boundary value problem; Random function; Random field; Fourier integral operator; Fuzzy logic; Applied mathematics; Integral equation; Computer science; Statistics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002150081,0.0006906017,0.001577962,0.0009532864,0.001103525,0.002719595,0.001169545,0.003542093,0.004197735],"category_scores_gemma":[0.003475602,0.0004703485,0.000986486,0.0005803486,0.002594981,0.002330824,0.00217715,0.001699808,0.000245813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002008587,"about_ca_system_score_gemma":0.001723551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003587357,"about_ca_topic_score_gemma":0.001425218,"domain_scores_codex":[0.9989145,0.0003881011,0.00004877228,0.000308457,0.0001949533,0.0001451634],"domain_scores_gemma":[0.9988376,0.0006042501,0.0001521734,0.00005606969,0.0001605975,0.0001892365],"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":[0.00004032025,0.00004488279,0.0005746635,0.0001072595,0.00006731564,0.0004884246,0.0001647582,0.06276581,0.001514073,0.9284928,0.001966691,0.00377284],"study_design_scores_gemma":[0.00008428905,0.00006256786,0.0005854716,0.00004945081,0.00002843086,0.0002395785,0.000191869,0.5017478,0.0005101025,0.4920227,0.004435035,0.00004270633],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2935695,0.004055709,0.6276091,0.01178433,0.0005282914,0.0002117659,0.0005589525,0.0001386361,0.0615437],"genre_scores_gemma":[0.9176345,0.001099896,0.05577344,0.0007343886,0.0003376543,0.0002724813,0.0003433917,0.0000580816,0.02374617],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004197735,"threshold_uncertainty_score":0.0145734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01668442249242777,"score_gpt":0.2670200858005761,"score_spread":0.2503356633081483,"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."}}