{"id":"W1840169898","doi":"10.3842/sigma.2017.052","title":"A Combinatorial Study on Quiver Varieties","year":2017,"lang":"en","type":"article","venue":"Symmetry Integrability and Geometry Methods and Applications","topic":"Algebraic structures and combinatorial models","field":"Mathematics","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; University of Toronto; Sumitomo Foundation","keywords":"Quiver; Mathematics; Pure mathematics; Algebra over a field; Combinatorics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001718373,0.000255515,0.0004543411,0.0001143606,0.001224641,0.0002797866,0.0003813226,0.0001720746,0.00004703695],"category_scores_gemma":[0.001624665,0.0002000971,0.00008884346,0.0001670049,0.0004191012,0.0001321553,0.0002773706,0.0004085285,0.000003279225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002973372,"about_ca_system_score_gemma":0.00002489117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001618008,"about_ca_topic_score_gemma":0.000006195929,"domain_scores_codex":[0.9983284,0.0002922955,0.0003448171,0.000578191,0.0002249404,0.0002313875],"domain_scores_gemma":[0.9968317,0.001445911,0.0002150062,0.001226286,0.0001261074,0.0001549621],"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":[0.00003828043,0.0004170703,0.007423377,0.00004323309,0.00006646898,3.514053e-7,0.0003221657,3.656572e-8,0.00002289906,0.9520966,0.00003668744,0.03953287],"study_design_scores_gemma":[0.0006920497,0.0003059815,0.02286148,0.00001043639,0.00008712579,0.000002908184,0.00142172,0.00001777564,0.0002255936,0.971988,0.002171391,0.0002155642],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9478052,0.0001361708,0.04384309,0.0004713647,0.0007165896,0.00140564,0.0000221817,0.00009381643,0.005505923],"genre_scores_gemma":[0.9864923,0.00002057036,0.01277726,0.00004701825,0.0002475151,0.0002584634,0.000001674724,0.00001830991,0.0001369033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03931731,"threshold_uncertainty_score":0.9419069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06398096123549134,"score_gpt":0.4217783468817465,"score_spread":0.3577973856462551,"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."}}