{"id":"W2774352756","doi":"10.1016/j.laa.2017.11.034","title":"A unified approach to operator monotone functions","year":2017,"lang":"en","type":"article","venue":"Linear Algebra and its Applications","topic":"Matrix Theory and Algorithms","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Monotone polygon; Operator (biology); Pseudo-monotone operator; Algebra over a field; Pure mathematics; Finite-rank operator; Banach space; Operator space","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001413349,0.0001002462,0.0001070371,0.00005221101,0.001007449,0.0003092005,0.0007718658,0.00004543758,0.00001099091],"category_scores_gemma":[0.00002919339,0.00008937459,0.00002933467,0.0001521716,0.00003456799,0.0003262504,0.0002959103,0.00009195395,0.0002956748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000628873,"about_ca_system_score_gemma":0.00002854661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007301683,"about_ca_topic_score_gemma":9.225428e-7,"domain_scores_codex":[0.9992499,0.00001770803,0.0001286686,0.0003539881,0.00008910283,0.0001606012],"domain_scores_gemma":[0.9987892,0.00002743009,0.00005167011,0.0008855081,0.00006948043,0.000176737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001960598,0.00008548559,0.0000164266,0.000008124984,0.00001002069,2.609052e-7,0.0001651765,0.00002828764,0.0008040893,0.9849348,0.0003664798,0.01357885],"study_design_scores_gemma":[0.00109296,0.0001558535,0.004500812,0.00002197044,0.00004963525,0.00004702097,0.0001891113,0.2825154,0.008525523,0.0410716,0.6608502,0.0009798245],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009438164,0.00009979965,0.9708108,0.00191062,0.00007248607,0.0005691982,0.0000187294,0.0001352052,0.01694494],"genre_scores_gemma":[0.9250031,0.00003670927,0.06580377,0.0006391786,0.0003721205,0.0007292125,0.00001409902,0.00001468225,0.007387113],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9438632,"threshold_uncertainty_score":0.7748584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02022786665403902,"score_gpt":0.2639810175465126,"score_spread":0.2437531508924736,"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."}}