{"id":"W4407951085","doi":"10.1109/synasc65383.2024.00016","title":"Comprehensive LU Decomposition and True Path","year":2024,"lang":"en","type":"article","venue":"","topic":"Polynomial and algebraic computation","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Decomposition; Path (computing); Computer science; Computer network; Chemistry","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":[0.0007359753,0.0007419229,0.0006286195,0.0009115278,0.0004884255,0.001203097,0.0005525337,0.0005912058,0.006863488],"category_scores_gemma":[0.003479705,0.0003643298,0.0005551968,0.0007412481,0.000984097,0.002327915,0.001240108,0.001060133,0.001508734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004123364,"about_ca_system_score_gemma":0.0007571746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001042659,"about_ca_topic_score_gemma":0.001742702,"domain_scores_codex":[0.9994801,0.0001406678,0.00001592449,0.00009756438,0.0001574014,0.0001083952],"domain_scores_gemma":[0.9990171,0.0004396037,0.00009146317,0.0001791119,0.0001964134,0.00007635245],"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":[0.0001995306,0.0001086221,0.001292679,0.000219983,0.00003931675,0.0002517153,0.0002807577,0.399111,0.007895171,0.4542116,0.008142652,0.128247],"study_design_scores_gemma":[0.00001515376,0.00006743005,0.0001700304,0.00002182625,0.000006475868,0.00006955186,0.00005622038,0.8087611,0.002804789,0.1843134,0.003699909,0.0000141086],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03733553,0.0002783809,0.9530439,0.0001431885,0.00003296107,0.00002981866,0.0002158137,0.0008330519,0.008087217],"genre_scores_gemma":[0.5502957,0.0003638657,0.4389993,0.000147029,0.00007413318,0.0001210786,0.0009763836,0.0005395286,0.008483102],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006863488,"threshold_uncertainty_score":0.0229606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01070536940672054,"score_gpt":0.2561249174168412,"score_spread":0.2454195480101206,"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."}}