{"id":"W2931281065","doi":"10.7146/math.scand.a-121016","title":"A revised augmented Cuntz semigroup","year":2021,"lang":"en","type":"preprint","venue":"MATHEMATICA SCANDINAVICA","topic":"Advanced Operator Algebra Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Noncommutative geometry; Functor; Mathematics; Semigroup; Pure mathematics; Rank (graph theory); Class (philosophy); Discrete mathematics; Combinatorics; Computer science; Artificial intelligence","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001233036,0.0009650967,0.001900174,0.0003204593,0.0002807867,0.0006012935,0.001419171,0.000707726,0.004223112],"category_scores_gemma":[0.002624892,0.0008803916,0.0006384995,0.0006163581,0.0002374215,0.0001893315,0.002864275,0.002012447,0.0002995406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006487045,"about_ca_system_score_gemma":0.0004652871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001672063,"about_ca_topic_score_gemma":0.0000197689,"domain_scores_codex":[0.9939892,0.0004311043,0.001424181,0.001424798,0.001591788,0.001138872],"domain_scores_gemma":[0.9941329,0.001149114,0.0005994334,0.003107716,0.0005157886,0.0004950117],"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":[0.000660813,0.01069326,0.001068767,0.09757023,0.005839508,0.004212163,0.02786961,0.0001530481,0.01835939,0.6470567,0.1739364,0.0125801],"study_design_scores_gemma":[0.002645393,0.0002312293,0.0001177226,0.01440076,0.0008644827,0.0002931416,0.002439864,0.006382674,0.008543598,0.9566036,0.004391231,0.00308633],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.758898,0.003634228,0.1254123,0.003766911,0.001637706,0.01033039,0.0003803162,0.002728512,0.09321165],"genre_scores_gemma":[0.5815428,0.000570797,0.393305,0.0003944229,0.0007931323,0.002633746,0.0004479768,0.0008341454,0.0194779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3095469,"threshold_uncertainty_score":0.9993647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08154905379930562,"score_gpt":0.3926504996752149,"score_spread":0.3111014458759093,"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."}}