{"id":"W2608048183","doi":"10.1090/crmm/010/08","title":"Chern class theory","year":2016,"lang":"en","type":"book-chapter","venue":"CRM monograph series","topic":"Spectral Theory in Mathematical Physics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Class (philosophy); Chern class; Mathematics; Pure mathematics; Computer science; Artificial intelligence","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":[0.0002914509,0.0008284288,0.0004695242,0.002167729,0.001458099,0.003333686,0.000663195,0.0006947651,0.03651119],"category_scores_gemma":[0.0007488932,0.0002316853,0.0001965923,0.001645904,0.001917358,0.00332159,0.001365696,0.0020005,0.01116535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002518794,"about_ca_system_score_gemma":0.001265494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002031599,"about_ca_topic_score_gemma":0.003169977,"domain_scores_codex":[0.9996737,0.00005742296,0.000009054267,0.00004842337,0.0001761001,0.00003520621],"domain_scores_gemma":[0.9998467,0.0000243349,0.00001209418,0.00003276325,0.00005381395,0.00003041431],"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":[0.000003388272,0.00001038886,0.00002848512,0.00003682309,0.000001860571,0.00001055315,0.0001187762,0.0001555458,0.0001340026,0.9197751,0.0504364,0.02928879],"study_design_scores_gemma":[0.000002228441,0.000004450336,0.0001696182,0.00005952007,0.000002841575,0.00005804561,0.00008634242,0.0004536244,0.0001602067,0.521782,0.4772156,0.000005518476],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001783713,0.004218432,0.0050575,0.001475458,0.001299693,0.00001170804,0.0001215166,0.0001144915,0.9859175],"genre_scores_gemma":[0.06433212,0.007348014,0.002855549,0.0006256939,0.00234199,0.00003723166,0.0003117805,0.000249055,0.9218986],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03651119,"threshold_uncertainty_score":0.1221421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04404338269775485,"score_gpt":0.2839751491888552,"score_spread":0.2399317664911003,"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."}}