{"id":"W2157194441","doi":"10.4310/ajm.2011.v15.n2.a5","title":"$Q$-universal desingularization","year":2011,"lang":"en","type":"article","venue":"Asian Journal of Mathematics","topic":"Algebraic structures and combinatorial models","field":"Mathematics","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fields Institute for Research in Mathematical Sciences; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Pure 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001005102,0.0003864231,0.0004799167,0.0009050803,0.0009629279,0.001647276,0.0005830309,0.0003797989,0.005485852],"category_scores_gemma":[0.002070192,0.0003083684,0.0008037393,0.0004761195,0.002561467,0.003564412,0.003347759,0.001408082,0.001177908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008920081,"about_ca_system_score_gemma":0.0006797648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006466829,"about_ca_topic_score_gemma":0.0004928295,"domain_scores_codex":[0.9991857,0.00008327929,0.00005343034,0.0003493878,0.0001610643,0.0001671015],"domain_scores_gemma":[0.9990606,0.0001770503,0.0001115611,0.0002932442,0.0002569214,0.0001006211],"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":[0.00009595233,0.00004527577,0.002337042,0.000125305,0.0000257019,0.0002300947,0.001183618,0.001740787,0.0106791,0.9373552,0.001184237,0.04499767],"study_design_scores_gemma":[0.00005754008,0.0002223123,0.003177827,0.00008679002,0.00008879388,0.001252125,0.0009213896,0.01913399,0.08396473,0.824359,0.06663997,0.00009547667],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3852269,0.0003908156,0.5605397,0.0007429162,0.0001565035,0.0001115634,0.0001970181,0.002371034,0.05026368],"genre_scores_gemma":[0.9048889,0.000293518,0.07654338,0.0001309263,0.00005187164,0.0000410996,0.0002208752,0.0003730785,0.01745641],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005485852,"threshold_uncertainty_score":0.01835203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05844804394543789,"score_gpt":0.2633693493293578,"score_spread":0.2049213053839199,"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."}}