{"id":"W2163996260","doi":"10.1090/surv/187","title":"Functional Inequalities: New Perspectives and New Applications","year":2013,"lang":"en","type":"book","venue":"Mathematical surveys and monographs","topic":"Nonlinear Partial Differential Equations","field":"Mathematics","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Inequality; Computer science; Sociology; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007065104,0.000457848,0.0007134749,0.0002239793,0.0001853775,0.0002232658,0.0001510791,0.0003606683,0.002241496],"category_scores_gemma":[0.0003256175,0.0003936229,0.0001925253,0.0001362589,0.0002680518,0.000128201,0.0001591866,0.0003801699,0.0001894839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004367915,"about_ca_system_score_gemma":0.0002851439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008746253,"about_ca_topic_score_gemma":0.00007098445,"domain_scores_codex":[0.9978983,0.000232485,0.000633806,0.0005292314,0.0003830489,0.0003230718],"domain_scores_gemma":[0.9971166,0.001531113,0.0002394565,0.0004477948,0.0001343763,0.000530618],"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":[0.000003519513,0.0001324433,0.00001731247,0.000351221,0.0002145498,5.541498e-7,0.0009619732,1.413195e-7,0.000007658443,0.8892783,0.09769427,0.01133805],"study_design_scores_gemma":[0.0003760259,0.00005974796,0.0003412059,0.0001430106,0.0002109473,0.000009348653,0.0002792396,0.0001146872,0.000004663341,0.9782462,0.01978878,0.0004261617],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0006627824,0.002197017,0.9030042,0.0005451731,0.0000951648,0.001903504,0.0002412628,0.0002793343,0.09107158],"genre_scores_gemma":[0.0007888141,0.0005897244,0.03641835,0.00005740973,0.001076843,0.0002570006,0.0003349688,0.0001592239,0.9603177],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8692461,"threshold_uncertainty_score":0.9998516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1159727693657244,"score_gpt":0.3144152457311529,"score_spread":0.1984424763654286,"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."}}