{"id":"W2009731412","doi":"10.1093/imrn/rnm068","title":"Three Applications of the Cuntz Semigroup","year":2007,"lang":"en","type":"article","venue":"International Mathematics Research Notices","topic":"Advanced Operator Algebra Research","field":"Mathematics","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Semigroup; State (computer science); Mathematics; Library science; Computer science; Algorithm; Discrete mathematics","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":[0.004848627,0.0001522664,0.0002212616,0.00037169,0.0002539587,0.00008858374,0.002060657,0.000102059,0.0003774427],"category_scores_gemma":[0.0037765,0.0001050797,0.0001297557,0.0008337846,0.0005320392,0.0002214284,0.0007272689,0.0006476283,0.0001188514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001989672,"about_ca_system_score_gemma":0.0001244083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003234228,"about_ca_topic_score_gemma":0.0005255549,"domain_scores_codex":[0.9957206,0.00007709166,0.0006719397,0.0002848927,0.002729567,0.0005158858],"domain_scores_gemma":[0.9924192,0.004924589,0.0002363873,0.0008844741,0.001413686,0.0001215949],"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":[0.00002619349,0.0005855313,0.002032987,0.0002919666,0.000109333,0.000004892286,0.0008248157,0.0000237117,0.004505091,0.9862058,0.001446867,0.003942881],"study_design_scores_gemma":[0.0003417596,0.00004538534,0.001282649,0.0001902769,0.0000143467,0.00001196539,0.001306435,0.003134952,0.02593868,0.9591169,0.008453304,0.0001633256],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4063237,0.000243048,0.4655213,0.002988648,0.0005201453,0.003322953,0.00008664464,0.0001575368,0.120836],"genre_scores_gemma":[0.901153,0.0000168452,0.09591185,0.00002836133,0.0003104311,0.000169457,0.000003871526,0.00005694536,0.002349299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4948292,"threshold_uncertainty_score":0.4521096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1538901394441759,"score_gpt":0.4888456577979849,"score_spread":0.334955518353809,"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."}}