{"id":"W4413966063","doi":"10.70930/tac/1b8usc3e","title":"On the classification of symplectic DQ-algebroids","year":2022,"lang":"en","type":"article","venue":"Theory and applications of categories","topic":"Advanced Topics in Algebra","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Symplectic geometry; Computer science; Mathematics; Pure mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0006522369,0.00006675268,0.000115243,0.0000471326,0.0002759417,0.000004803535,0.0002195295,0.00001812817,0.0001569233],"category_scores_gemma":[0.0002294287,0.00005124543,0.00002870575,0.0002309209,0.0002891604,0.00002961885,0.00007986419,0.0001197228,0.000001752517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000170739,"about_ca_system_score_gemma":0.00002282394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.676291e-7,"about_ca_topic_score_gemma":4.257898e-7,"domain_scores_codex":[0.9993191,0.0001484066,0.0002077529,0.0001119128,0.0001431453,0.00006967012],"domain_scores_gemma":[0.9972208,0.002080172,0.0001897994,0.0004414796,0.00005405442,0.00001374848],"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":[0.00003223307,0.000073773,0.00001953529,0.00003474988,0.00001524458,3.221524e-8,0.0005408165,0.00000616681,0.002494676,0.9951154,0.00008801626,0.001579372],"study_design_scores_gemma":[0.00006983193,0.000044464,0.0001697368,0.000002735069,0.00002369378,0.000003544925,0.002222597,0.000009377371,0.00568613,0.9908524,0.0008660199,0.00004952951],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.87041,0.0002222381,0.1149152,0.0006318497,0.00003810635,0.0006612016,0.00003594341,0.00005317596,0.01303228],"genre_scores_gemma":[0.9984614,0.00001089668,0.0005122678,0.00003264676,0.000019082,0.000484999,0.000005577554,0.0000103291,0.0004628382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1280513,"threshold_uncertainty_score":0.2122349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02908156949025348,"score_gpt":0.3029492999828758,"score_spread":0.2738677304926224,"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."}}