{"id":"W2896447662","doi":"10.4171/dm/749","title":"Essential Dimension and Genericity for Quiver Representations","year":2020,"lang":"en","type":"article","venue":"Documenta Mathematica","topic":"Algebraic structures and combinatorial models","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Quiver; Mathematics; Dimension (graph theory); Pure mathematics; Global dimension; Algebra over a field","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007280792,0.0004009822,0.0006276317,0.002951573,0.001266414,0.002545994,0.0005867165,0.0006755038,0.003522433],"category_scores_gemma":[0.002288057,0.0002461319,0.0006065666,0.001374755,0.002966249,0.003273258,0.00191551,0.001054469,0.0002457895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009587338,"about_ca_system_score_gemma":0.0002524692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004080106,"about_ca_topic_score_gemma":0.0003642692,"domain_scores_codex":[0.9995252,0.00009334536,0.00002985925,0.00009550477,0.0001100891,0.0001459363],"domain_scores_gemma":[0.9987742,0.0003518972,0.0003106062,0.0001874935,0.0001240368,0.0002516686],"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":[0.00002417723,0.00001606699,0.001437011,0.00003372157,0.00001112458,0.00009947476,0.0001336394,0.001095217,0.001273752,0.9923866,0.0004212103,0.003067961],"study_design_scores_gemma":[0.00001107928,0.00003349787,0.001870755,0.00002990048,0.0000136072,0.0003171831,0.0001453822,0.006998478,0.0009046767,0.9876664,0.001989363,0.00001955069],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9187909,0.0008603508,0.03728644,0.0004680902,0.0000615735,0.00002499232,0.0002766225,0.00008485028,0.04214606],"genre_scores_gemma":[0.996077,0.0001873256,0.002141124,0.00003575754,0.00004070036,0.00001206856,0.0001359161,0.00001236677,0.001357732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003522433,"threshold_uncertainty_score":0.01178366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04884619899311537,"score_gpt":0.3346025896742586,"score_spread":0.2857563906811432,"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."}}