{"id":"W4396699589","doi":"10.1007/s40314-024-02732-4","title":"A new Sylvester-type quaternion matrix equation model for color image data transmission","year":2024,"lang":"en","type":"article","venue":"Computational and Applied Mathematics","topic":"Image and Signal Denoising Methods","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"National Natural Science Foundation of China","keywords":"Sylvester equation; Quaternion; Type (biology); Mathematics; Matrix (chemical analysis); Sylvester matrix; Image (mathematics); Transmission (telecommunications); Pure mathematics; Applied mathematics; Mathematical analysis; Computer science; Computer vision; Eigenvalues and eigenvectors; Geometry; Physics; Telecommunications","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":[0.0004320329,0.0006075575,0.0005891515,0.0003036689,0.000276046,0.0009484803,0.001075276,0.000946208,0.004109656],"category_scores_gemma":[0.0007662033,0.0002717734,0.0005884397,0.0006969539,0.0004355182,0.001619933,0.0004635827,0.001119845,0.001506253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005475578,"about_ca_system_score_gemma":0.0007444638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003024011,"about_ca_topic_score_gemma":0.003676634,"domain_scores_codex":[0.9997159,0.00006079668,0.00001571429,0.00006679884,0.0001196717,0.00002112461],"domain_scores_gemma":[0.9997546,0.00005385006,0.00002823979,0.00003574075,0.0001128032,0.00001486799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001162819,0.0001342372,0.0007384883,0.0002873394,0.00009009,0.0003218049,0.0002540307,0.5131521,0.06402316,0.2775362,0.009215795,0.1341305],"study_design_scores_gemma":[0.000004396121,0.00002028807,0.00006713756,0.000005889257,0.000008306632,0.00004844197,0.000007637148,0.986434,0.002443012,0.007975143,0.002972642,0.00001315477],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001777289,0.0001286503,0.9959279,0.0001016864,0.00007008864,0.0000191802,0.00005571814,0.00009634891,0.001823218],"genre_scores_gemma":[0.3766505,0.001999999,0.5808077,0.000480558,0.0002358016,0.0002664664,0.0007385767,0.0002979576,0.03852233],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004109656,"threshold_uncertainty_score":0.01374817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09363110225728939,"score_gpt":0.3540474425795807,"score_spread":0.2604163403222913,"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."}}