{"id":"W1902397492","doi":"10.5539/jmr.v7n2p195","title":"A Method to Construct Sets of Commuting Matrices","year":2015,"lang":"en","type":"article","venue":"Journal of Mathematics Research","topic":"Matrix Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics; Construct (python library); Extension (predicate logic); Applied mathematics; Algebra over a field; Pure mathematics; Computer science","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":[0.001902738,0.001135181,0.0008263061,0.003143159,0.001866394,0.00190239,0.001775028,0.0009869646,0.009742313],"category_scores_gemma":[0.003991588,0.0006913709,0.001328196,0.001450043,0.001997469,0.002678646,0.003996138,0.003202972,0.002033969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006338859,"about_ca_system_score_gemma":0.000682866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004888039,"about_ca_topic_score_gemma":0.0006224568,"domain_scores_codex":[0.9989133,0.0004005511,0.00008185831,0.0001791896,0.0003401937,0.00008495917],"domain_scores_gemma":[0.9983237,0.0006162362,0.0001527217,0.0003660237,0.0003447103,0.0001966371],"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":[0.00002489961,0.0000588485,0.0001864231,0.00008111665,0.00002001658,0.00006949361,0.0003285157,0.003330939,0.006189012,0.9597448,0.001091283,0.0288748],"study_design_scores_gemma":[0.00002951456,0.0001072416,0.0001260725,0.0000507003,0.00002181801,0.0001979184,0.0001181793,0.07920256,0.005739503,0.900429,0.01393141,0.0000460174],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01055869,0.0001520084,0.982015,0.0001252718,0.0001190314,0.00007162559,0.00004898127,0.0001723996,0.006737065],"genre_scores_gemma":[0.1882179,0.0005334251,0.7928076,0.0003188929,0.000228644,0.0005385893,0.0002426859,0.0003242329,0.01678801],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009742313,"threshold_uncertainty_score":0.03259128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1909862771813358,"score_gpt":0.4709824652662188,"score_spread":0.279996188084883,"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."}}