{"id":"W4210971937","doi":"10.1109/synasc54541.2021.00017","title":"Parametric Linear Algebra in Maple: Reduced Row Echelon Form","year":2021,"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":"Maple; Symbolic computation; Rank (graph theory); Algebra over a field; Matrix algebra; Parametric statistics; Linear algebra; Matrix (chemical analysis); Computer science; Mathematics; Pure mathematics; Combinatorics; Statistics; Geometry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001825123,0.0001014793,0.0001403037,0.0001848097,0.00004500162,0.0001034686,0.0003745719,0.00005707825,0.00006273773],"category_scores_gemma":[0.0001184343,0.00009414531,0.00005464369,0.001721705,0.00001135113,0.0003699444,0.0002473401,0.0001249751,0.0001341062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005663635,"about_ca_system_score_gemma":0.0001632017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007586835,"about_ca_topic_score_gemma":0.00006071638,"domain_scores_codex":[0.9989276,0.0000423852,0.0002333835,0.0003521915,0.0001863366,0.0002580824],"domain_scores_gemma":[0.9993755,0.0001183359,0.00004386418,0.0003266883,0.00005629241,0.0000793744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000009914069,0.000325653,0.001134233,0.00002853041,0.00002100645,0.0002118241,0.000815734,0.000707736,0.006341016,0.1650356,0.003338007,0.8220307],"study_design_scores_gemma":[0.001409979,0.0001311815,0.0426976,0.00004512792,0.000006039043,0.00009969989,0.00007962756,0.6971856,0.1501142,0.1004187,0.00717816,0.000634075],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6922986,0.0001977919,0.2933876,0.004614766,0.0006228029,0.0001313686,8.494404e-7,0.0002451257,0.008501095],"genre_scores_gemma":[0.9443411,0.00001306048,0.05336399,0.0006915242,0.00007609773,0.000006827891,0.000005917252,0.000005408284,0.001496067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8213966,"threshold_uncertainty_score":0.3839135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01800100993179841,"score_gpt":0.2523075046849728,"score_spread":0.2343064947531743,"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."}}