{"id":"W438069738","doi":"10.1090/fic/045","title":"Representations of Algebras and Related Topics","year":2005,"lang":"en","type":"book","venue":"American Mathematical Society eBooks","topic":"Algebraic structures and combinatorial models","field":"Mathematics","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Computer science","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"],"consensus_categories":[],"category_scores_codex":[0.0002062603,0.0004004381,0.001077095,0.00003879276,0.0001082507,0.00003085485,0.0002930523,0.0003524552,0.0002373043],"category_scores_gemma":[0.0001922101,0.0003525594,0.0005466056,0.00006125396,0.001144786,0.00003216515,0.0002274799,0.0005356332,0.00001213592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001091535,"about_ca_system_score_gemma":0.0001926886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009083468,"about_ca_topic_score_gemma":0.000001352697,"domain_scores_codex":[0.9978219,0.00005186543,0.0008727027,0.0004339235,0.0005077971,0.0003117968],"domain_scores_gemma":[0.9974709,0.0008269153,0.0007560286,0.0006734598,0.0001126933,0.0001600721],"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":[0.000004119468,0.00003383324,0.000001795301,0.0002982356,0.000347945,0.000001803722,0.002335523,3.663885e-7,0.000006296569,0.9801859,0.01225451,0.004529706],"study_design_scores_gemma":[0.0002854741,0.00008694845,0.00000642199,0.0001770851,0.0003374484,0.00002153845,0.0003736965,0.0001046989,0.00005190074,0.9925549,0.005666789,0.000333075],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008286478,0.0001700092,0.001080658,0.0004060442,0.0001783196,0.0007991621,0.00002601765,0.0001919599,0.9888613],"genre_scores_gemma":[0.01389989,0.00007983985,0.04218416,0.0002659497,0.0005162215,0.00005900698,0.00001897203,0.0001825687,0.9427934],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04606795,"threshold_uncertainty_score":0.9998927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01771353832189367,"score_gpt":0.2867135458069336,"score_spread":0.26900000748504,"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."}}