{"id":"W4385266630","doi":"10.4310/amsa.2023.v8.n2.a6","title":"Approximate amenability and pseudo-amenability in Banach algebras","year":2023,"lang":"en","type":"article","venue":"Annals of Mathematical Sciences and Applications","topic":"Advanced Topics in Algebra","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mathematics; Pure mathematics","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":[0.001801017,0.0001181711,0.0002833114,0.00009234706,0.0001503955,0.0000332513,0.0002205427,0.0000571972,0.00004068253],"category_scores_gemma":[0.000680096,0.00009269953,0.0000367982,0.0007537143,0.000946199,0.0001366868,0.0001834449,0.0001009743,0.000009404677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000776357,"about_ca_system_score_gemma":0.00002243746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006740372,"about_ca_topic_score_gemma":0.000009096949,"domain_scores_codex":[0.9985746,0.00004657895,0.0004452554,0.000393129,0.0002543974,0.0002861093],"domain_scores_gemma":[0.9982607,0.00112648,0.0001155034,0.0003387337,0.00005730231,0.0001012175],"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":[0.000001583339,0.0001332774,0.001333714,0.0002840129,0.000003711371,2.336636e-7,0.0002663113,0.00000274843,0.0001166371,0.9926406,0.00008798216,0.005129234],"study_design_scores_gemma":[0.00007954622,0.00003176097,0.00329579,0.0000337906,0.000005154241,0.000002472045,0.0004284671,0.002308492,0.0005315587,0.9929501,0.0002336037,0.00009921435],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801267,0.00006463889,0.01161603,0.003818425,0.000007657888,0.000693053,0.00001253709,0.00008044192,0.00358055],"genre_scores_gemma":[0.96188,0.0001627515,0.03742388,0.0001013932,0.00002362572,0.0003000794,0.000001525654,0.000009589394,0.00009711664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02580784,"threshold_uncertainty_score":0.3780177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1435995239436919,"score_gpt":0.4180504508310153,"score_spread":0.2744509268873234,"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."}}