{"id":"W4399971160","doi":"10.28924/2291-8639-22-2024-103","title":"Structured Linear Systems and Their Iterative Solutions Through Fuzzy Poisson's Equation","year":2024,"lang":"en","type":"article","venue":"International Journal of Analysis and Applications","topic":"Fuzzy Logic and Control Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics; Fuzzy logic; Applied mathematics; Poisson distribution; Mathematical optimization; Computer science; Statistics; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0007585974,0.0004710774,0.0005411225,0.000403105,0.0003861526,0.0008250527,0.0008131849,0.000978535,0.001611952],"category_scores_gemma":[0.001586162,0.000319523,0.0008142546,0.0005120346,0.0008129129,0.0007610169,0.0009253228,0.0009906173,0.0002796502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005172818,"about_ca_system_score_gemma":0.0008956301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003321364,"about_ca_topic_score_gemma":0.002372239,"domain_scores_codex":[0.9996007,0.0001496438,0.0000185076,0.00005067855,0.0001503074,0.00003027251],"domain_scores_gemma":[0.9995939,0.0002270365,0.00005751834,0.00002957785,0.00007553054,0.00001638132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004191474,0.00002873788,0.000488805,0.0001609465,0.00003664718,0.0001157437,0.0003480696,0.7994441,0.007782562,0.1612694,0.0005788326,0.02970428],"study_design_scores_gemma":[0.000005812754,0.00001500894,0.00004628923,0.000007098603,0.000002265669,0.00002128345,0.00001389989,0.9894806,0.0006901027,0.009033717,0.0006788592,0.000004932717],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01787181,0.0002638349,0.978165,0.0001313617,0.00003397182,0.00004713376,0.00002867479,0.00007075224,0.003387508],"genre_scores_gemma":[0.4204805,0.0006287729,0.5693478,0.0001020827,0.0000517966,0.0002703746,0.0001302087,0.00007384902,0.008914591],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003321364,"threshold_uncertainty_score":0.006604016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02086262991423208,"score_gpt":0.2754997705092225,"score_spread":0.2546371405949904,"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."}}