{"id":"W983395007","doi":"10.1016/s1570-7954(08)00209-x","title":"Quivers and Representations","year":2009,"lang":"en","type":"book-chapter","venue":"Handbook of algebra","topic":"Algebraic structures and combinatorial models","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"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":[0.0000710735,0.0002793834,0.0005100575,0.0001181338,0.0000736938,0.00002224184,0.0001722651,0.0002993413,0.0005250099],"category_scores_gemma":[0.00005079062,0.0002653474,0.0001653325,0.00001737679,0.0001566806,0.00006049428,0.00008447403,0.0002216391,0.00001108871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002753819,"about_ca_system_score_gemma":0.00006112428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009105225,"about_ca_topic_score_gemma":0.000005066822,"domain_scores_codex":[0.9988169,0.00001145642,0.0003887636,0.0003190646,0.0003066185,0.0001572039],"domain_scores_gemma":[0.9988449,0.0001910488,0.0003245244,0.0004501007,0.00009780421,0.00009167608],"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":[0.00002004603,0.000008646634,0.000002628115,0.00006131108,0.000100483,0.00000710718,0.0002303068,2.698838e-7,0.00002515213,0.9901517,0.004615834,0.004776504],"study_design_scores_gemma":[0.0004129312,0.0001000476,0.00001170023,0.0004227817,0.0001743493,0.00001179937,0.00001604019,0.000002885068,0.0004028908,0.9898724,0.008329986,0.0002422048],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002148606,0.005396665,0.0005488683,0.0001671235,0.0005622574,0.0006770822,0.0000348578,0.000128844,0.9903357],"genre_scores_gemma":[0.02991906,0.003497933,0.009805415,0.0002778176,0.0007704748,0.00001623185,0.00004854266,0.0002112682,0.9554533],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03488244,"threshold_uncertainty_score":0.9999799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0323438064925849,"score_gpt":0.2792697264271257,"score_spread":0.2469259199345408,"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."}}