{"id":"W602934289","doi":"10.1090/coll/061","title":"The Endoscopic Classification of Representations","year":2013,"lang":"en","type":"book","venue":"Colloquium Publications - American Mathematical Society/Colloquium Publications","topic":"Advanced Algebra and Geometry","field":"Mathematics","cited_by":429,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Index (typography); Bibliography; Table (database); Computer science; Artificial intelligence; Pattern recognition (psychology); Mathematics; Data mining; Library science; World Wide Web","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":[0.0005038874,0.0002766478,0.0003364615,0.001453027,0.001341101,0.003441619,0.0007358729,0.001216671,0.01574827],"category_scores_gemma":[0.001483812,0.0001932473,0.0004071576,0.001167064,0.00256504,0.005512873,0.002862805,0.002640499,0.002069934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009891819,"about_ca_system_score_gemma":0.0003405009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004976011,"about_ca_topic_score_gemma":0.0002358584,"domain_scores_codex":[0.999488,0.00008993688,0.00003037838,0.0001124082,0.0001417811,0.0001374125],"domain_scores_gemma":[0.9995987,0.00008046029,0.00004627298,0.0001251388,0.00008809218,0.00006148512],"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":[0.00001083051,0.000005536835,0.0003019146,0.00001646828,0.000001359928,0.00007195074,0.0002654561,0.00007847459,0.0009906315,0.9815857,0.002036588,0.01463513],"study_design_scores_gemma":[0.00001655744,0.00003775293,0.001128074,0.00003833656,0.000008429466,0.0006270711,0.0005861581,0.003813031,0.002208688,0.9110757,0.08044541,0.00001475383],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3039805,0.001594082,0.1456809,0.005157498,0.0008038117,0.0001499942,0.0006829808,0.0007164862,0.5412337],"genre_scores_gemma":[0.871572,0.001166299,0.02869598,0.001019877,0.0005195484,0.0002068843,0.0008593628,0.0002982205,0.0956618],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01574827,"threshold_uncertainty_score":0.05268317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04479079725543335,"score_gpt":0.3406350054868559,"score_spread":0.2958442082314225,"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."}}