{"id":"W4417256187","doi":"10.21105/joss.09136","title":"MatrixBandwidth.jl: Fast algorithms for matrix bandwidth minimization and recognition","year":2025,"lang":"en","type":"article","venue":"The Journal of Open Source Software","topic":"Interconnection Networks and Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University","funders":"","keywords":"Minification; Bandwidth (computing); Matrix (chemical analysis); Sparse matrix; Band matrix; Matrix algebra","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":[0.001925747,0.003802001,0.001754669,0.002621258,0.001150488,0.003690159,0.003969993,0.002768626,0.03513443],"category_scores_gemma":[0.01251881,0.001685646,0.002128952,0.002730534,0.001446363,0.006466614,0.004646365,0.004558078,0.03174677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001451629,"about_ca_system_score_gemma":0.001911186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003302966,"about_ca_topic_score_gemma":0.006365404,"domain_scores_codex":[0.9979001,0.0003687174,0.0001834428,0.0003971744,0.0009222049,0.0002284133],"domain_scores_gemma":[0.9963625,0.001722189,0.0002872868,0.000895914,0.0006047034,0.0001274119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004878645,0.0001991453,0.0008706282,0.0007303535,0.0001147596,0.0001759487,0.000402649,0.03506478,0.01012349,0.101653,0.1483485,0.7018288],"study_design_scores_gemma":[0.0003293926,0.0001225375,0.0003620725,0.0002327425,0.00004426732,0.0004096227,0.0001449161,0.5711892,0.01653176,0.2982549,0.1122567,0.0001220298],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.001024966,0.0006534784,0.9717057,0.0002516882,0.000151816,0.00007583167,0.0005563518,0.02202488,0.003555195],"genre_scores_gemma":[0.03262598,0.0006133167,0.9484704,0.0004612433,0.0001812454,0.0004632884,0.002516441,0.006561665,0.008106482],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.03513443,"threshold_uncertainty_score":0.1175364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02674046421624874,"score_gpt":0.3047485077477401,"score_spread":0.2780080435314914,"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."}}