{"meta":{"query_hash":"f18e892ceeb5","filters":{"venue":"Journal of nonlinear and convex analysis"},"cohort_total":12,"direct_labels_cover":0,"predictions_cover":12,"exported":12,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/f18e892ceeb5","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+nonlinear+and+convex+analysis"},"results":[{"id":"W2337333577","doi":"","title":"Using schur complement theorem to prove convexity of some SOC-functions","year":2012,"lang":"en","type":"article","venue":"Journal of nonlinear and convex analysis","topic":"Advanced Optimization Algorithms Research","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Convexity; Schur complement; Complement (music); TRACE (psycholinguistics); Mathematics; Key (lock); Order (exchange); Schur's theorem; Pure mathematics; Algebra over a field; Computer science; Economics","score_opus":0.11571081486195213,"score_gpt":0.41786638552484795,"score_spread":0.30215557066289583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2337333577","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2628602,0.00023506537,0.7360551,0.00041512153,0.00008716441,0.00016717437,0.000053864387,0.000007803637,0.00011848551],"genre_scores_gemma":[0.6223239,0.00006711132,0.37694997,0.00011150817,0.00029061615,0.00000196712,0.000006702828,0.000019177041,0.00022908609],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99846697,0.00010748505,0.00063566264,0.00009690681,0.0004691643,0.00022382654],"domain_scores_gemma":[0.99821657,0.00022223714,0.0004587193,0.00018304019,0.0006810953,0.00023834291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093660335,0.000112652866,0.000516271,0.0005061177,0.0000956598,0.00002359063,0.00012529637,0.00004544052,0.00034308227],"category_scores_gemma":[0.00028089192,0.00008862707,0.00023563992,0.0007169487,0.0000820172,0.00028608294,0.00007672207,0.00018441552,0.0000033418805],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031472908,0.015876828,0.40816382,0.002006534,0.07284564,0.00010795983,0.027043898,0.14637399,0.04322044,0.18755767,0.005654635,0.08800129],"study_design_scores_gemma":[0.0049641104,0.0010159651,0.0062455055,0.0002149516,0.010431418,0.00018911867,0.012245393,0.913392,0.01639465,0.027720664,0.006119878,0.0010663518],"about_ca_topic_score_codex":0.000009800123,"about_ca_topic_score_gemma":0.0000046278938,"teacher_disagreement_score":0.767018,"about_ca_system_score_codex":0.000057655892,"about_ca_system_score_gemma":0.00007796679,"threshold_uncertainty_score":0.37565103},"labels":[],"label_agreement":null},{"id":"W2338367977","doi":"","title":"Properties of circular cone and spectral factorization associated with circular cone","year":2013,"lang":"en","type":"article","venue":"Journal of nonlinear and convex analysis","topic":"Topology Optimization in Engineering","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Cone (formal languages); Dual cone and polar cone; Mathematics; Tangent cone; Ligand cone angle; Geometry; Factorization; Rotation (mathematics); Tangent; Light cone; Mathematical analysis; Conical surface; Regular polygon; Algorithm; Mathematical physics","score_opus":0.00714260426457422,"score_gpt":0.17893348446318091,"score_spread":0.1717908801986067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2338367977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9147824,0.0014662695,0.08352756,0.00007011209,0.000043893146,0.00005536528,0.0000044359567,0.000021426888,0.000028513214],"genre_scores_gemma":[0.9978824,0.0003231311,0.0017059558,0.000012623804,0.00003627083,0.0000012427773,0.0000058181295,0.000015077597,0.000017473805],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927247,0.000022109969,0.0003635972,0.00007479551,0.00015613752,0.00011086749],"domain_scores_gemma":[0.9993618,0.00002354778,0.00015043904,0.0000761087,0.00031575,0.00007231627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000119109616,0.00011131248,0.0004086395,0.00026984635,0.000026740907,0.000029341969,0.00005247352,0.00007489497,0.000059929465],"category_scores_gemma":[0.000052376297,0.00008802589,0.00007011138,0.0003739085,0.00007839246,0.00018941914,0.000007865765,0.00013083188,5.110238e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020081805,0.000072875184,0.122578286,0.00017394389,0.009825896,0.000020196654,0.0010359293,0.793599,0.071968056,0.000059489154,0.0000341295,0.00061210175],"study_design_scores_gemma":[0.0010059834,0.000117783915,0.05489999,0.000089630026,0.0016484581,0.000054237018,0.00039512798,0.9321706,0.009308998,0.000025592179,0.00004772089,0.00023582588],"about_ca_topic_score_codex":0.000012978264,"about_ca_topic_score_gemma":0.000002683783,"teacher_disagreement_score":0.13857163,"about_ca_system_score_codex":0.000023352515,"about_ca_system_score_gemma":0.00001599126,"threshold_uncertainty_score":0.35895917},"labels":[],"label_agreement":null},{"id":"W2412219762","doi":"","title":"A fixed point theorem with application to abstract economy","year":2016,"lang":"en","type":"article","venue":"Journal of nonlinear and convex analysis","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Fixed-point theorem; Mathematics; Fixed point; Mathematical economics; Point (geometry); Economics; Pure mathematics; Mathematical analysis; Geometry","score_opus":0.009604690603954318,"score_gpt":0.2055354876163057,"score_spread":0.19593079701235136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2412219762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72373927,0.00039796907,0.2627291,0.0045941537,0.000055502253,0.00011076907,0.00008140033,0.00000858503,0.008283271],"genre_scores_gemma":[0.99679106,0.0001338379,0.0022151086,0.00033546847,0.00013178182,0.0000037469438,0.0000019818021,0.000011091551,0.0003759403],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990073,0.0000062752056,0.00062253943,0.00020112273,0.000021082958,0.00014169358],"domain_scores_gemma":[0.99891794,0.00006859293,0.0005765237,0.00020970666,0.00007929864,0.00014791921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056988676,0.00010781534,0.00051086186,0.00036119556,0.000043149645,0.000050365867,0.00014466474,0.0000465805,0.00032644792],"category_scores_gemma":[0.000020334875,0.00007304079,0.0001927093,0.00019609458,0.000044633183,0.00023913584,0.000023300283,0.00006547861,0.00006939225],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010275822,0.00037748148,0.18101594,0.000047619276,0.007914793,0.000026931559,0.0015914104,0.0022598496,0.00057054457,0.7278594,0.0007817925,0.076526664],"study_design_scores_gemma":[0.010186941,0.0022492786,0.112748966,0.00017668364,0.0021902958,0.00027854394,0.0019222124,0.027892062,0.0026636808,0.41485855,0.42233974,0.00249305],"about_ca_topic_score_codex":0.00003274295,"about_ca_topic_score_gemma":0.000026928798,"teacher_disagreement_score":0.42155796,"about_ca_system_score_codex":0.00004648022,"about_ca_system_score_gemma":0.0000208074,"threshold_uncertainty_score":0.35743758},"labels":[],"label_agreement":null},{"id":"W2537300505","doi":"","title":"Strong semismoothness of fischer-burmeister complementarity function associated with symmetric cones","year":2012,"lang":"en","type":"article","venue":"Journal of nonlinear and convex analysis","topic":"Matrix Theory and Algorithms","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Complementarity (molecular biology); Mathematics; Pure mathematics; Mathematical analysis; Biology","score_opus":0.01826628985828078,"score_gpt":0.25179550406085943,"score_spread":0.23352921420257866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2537300505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68251956,0.00049899775,0.31643787,0.00014455138,0.00011866562,0.00003687769,0.000011332282,0.000008147007,0.00022401211],"genre_scores_gemma":[0.99566305,0.000019680303,0.0040631304,0.000066520246,0.00009024758,4.027052e-7,0.000005903287,0.0000036923218,0.00008736318],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988606,0.0001414934,0.00040592495,0.000101254,0.0003202613,0.00017044674],"domain_scores_gemma":[0.9987152,0.00017334541,0.0005723583,0.00015307807,0.00026900176,0.000116966105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009952631,0.00010533135,0.00042325415,0.00036983786,0.00006878742,0.000047090485,0.00021471798,0.000043146858,0.00007595593],"category_scores_gemma":[0.000030300176,0.00007429376,0.00017307785,0.0011513006,0.00005127189,0.00047481037,0.000055249122,0.0001480002,8.0715216e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028225002,0.0013894215,0.93513805,0.00008439934,0.011723839,0.000024106377,0.0013476101,0.0007414715,0.00060704857,0.011782605,0.00019777431,0.036681406],"study_design_scores_gemma":[0.006226477,0.0020581407,0.6646714,0.00018722944,0.01119408,0.00015296684,0.0017120132,0.30085438,0.0054815616,0.0012316386,0.0052573076,0.00097276823],"about_ca_topic_score_codex":0.000019752704,"about_ca_topic_score_gemma":0.000009457604,"teacher_disagreement_score":0.31314352,"about_ca_system_score_codex":0.000019888024,"about_ca_system_score_gemma":0.00003179694,"threshold_uncertainty_score":0.30296117},"labels":[],"label_agreement":null},{"id":"W2551861186","doi":"","title":"On the H-differentiability of löwner function with application in symmetric cone complementarity problem","year":2013,"lang":"en","type":"article","venue":"Journal of nonlinear and convex analysis","topic":"Advanced Optimization Algorithms Research","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Differentiable function; Complementarity theory; Complementarity (molecular biology); Cone (formal languages); Mathematics; Pure mathematics; Stationary point; Function (biology); Class (philosophy); Mathematical analysis; Computer science; Physics; Algorithm","score_opus":0.025304616571688643,"score_gpt":0.30566496768958024,"score_spread":0.2803603511178916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2551861186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6913834,0.000023158414,0.30756035,0.0006160103,0.0000056660974,0.00028630198,0.000005332699,0.0000031206714,0.000116597694],"genre_scores_gemma":[0.97365844,0.000025999994,0.026197145,0.000040011455,0.000014631424,0.000011592059,0.0000062170243,0.0000058577257,0.000040077462],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988277,0.00012302764,0.0004763491,0.000103739236,0.0003732893,0.000095904434],"domain_scores_gemma":[0.9982799,0.0005300082,0.00041576958,0.00017411441,0.0005533204,0.00004685225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006088088,0.000078866084,0.00032334935,0.00040600178,0.00004211506,0.000022090573,0.00009962662,0.000030630796,0.00028575968],"category_scores_gemma":[0.0001154867,0.000043246437,0.00008158327,0.0011944606,0.00007364074,0.00010429723,0.000023013708,0.00020245263,0.0000016176656],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016698041,0.006775354,0.7836836,0.0006719514,0.009543972,0.000007685709,0.0017549578,0.030616973,0.0019466254,0.058574323,0.00069306005,0.1040617],"study_design_scores_gemma":[0.0026756027,0.0009014016,0.11962869,0.000058694335,0.0014369125,0.000007784826,0.001441234,0.8003031,0.0008112676,0.072366916,0.00013444267,0.00023395132],"about_ca_topic_score_codex":0.00008552016,"about_ca_topic_score_gemma":0.000109745364,"teacher_disagreement_score":0.7696861,"about_ca_system_score_codex":0.00003995642,"about_ca_system_score_gemma":0.000027496844,"threshold_uncertainty_score":0.3128868},"labels":[],"label_agreement":null},{"id":"W2554812632","doi":"","title":"Symmetric cone monotone functions and symmetric cone convex functions","year":2016,"lang":"en","type":"article","venue":"Journal of nonlinear and convex analysis","topic":"Mathematical Inequalities and Applications","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mathematics; Monotone polygon; Monotonic function; Convexity; Cone (formal languages); Pure mathematics; Convex function; Regular polygon; Convex cone; Simple (philosophy); Dual cone and polar cone; Subderivative; Combinatorics; Mathematical analysis; Convex optimization; Geometry","score_opus":0.04606845499108987,"score_gpt":0.30914824909264876,"score_spread":0.2630797941015589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2554812632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67388016,0.0015284874,0.31525892,0.0053227614,0.00014599784,0.0002801517,0.00023686238,0.000053387168,0.0032932935],"genre_scores_gemma":[0.9876121,0.00096425484,0.0048945537,0.00015151853,0.0002439228,0.000014720333,0.00000748127,0.000023751374,0.0060876454],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980734,0.00009142068,0.0009940796,0.00023131116,0.00036719523,0.00024257448],"domain_scores_gemma":[0.99628437,0.0019555492,0.00060844753,0.00031749677,0.000525682,0.00030845325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074791006,0.00021024939,0.0008723473,0.0010521035,0.0002027512,0.00008055226,0.00013505602,0.00011976629,0.0007019534],"category_scores_gemma":[0.0006888923,0.00013260615,0.00035221668,0.0019677612,0.0001910888,0.00018298015,0.00006309024,0.00020400289,0.000031522228],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044628873,0.0042864573,0.028159656,0.0009359897,0.026741812,0.000089873545,0.0015001572,0.000026963264,0.0066795703,0.7942331,0.022326626,0.11457351],"study_design_scores_gemma":[0.02732754,0.0045749946,0.028741814,0.0012243495,0.095831536,0.0025035068,0.024593174,0.10210872,0.004218028,0.5026586,0.20069498,0.005522745],"about_ca_topic_score_codex":0.00002120014,"about_ca_topic_score_gemma":0.000013009607,"teacher_disagreement_score":0.31373203,"about_ca_system_score_codex":0.000037215308,"about_ca_system_score_gemma":0.000052076157,"threshold_uncertainty_score":0.7685898},"labels":[],"label_agreement":null},{"id":"W2587397918","doi":"","title":"Convexity of symmetric cone trace functions in euclidean Jordan algebras","year":2013,"lang":"en","type":"article","venue":"Journal of nonlinear and convex analysis","topic":"Matrix Theory and Algorithms","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Convexity; TRACE (psycholinguistics); Cone (formal languages); Mathematics; Dual cone and polar cone; Euclidean geometry; Pure mathematics; Euclidean distance; Regular polygon; Geometry; Philosophy; Algorithm","score_opus":0.010053214842090551,"score_gpt":0.23538757913702776,"score_spread":0.22533436429493722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587397918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8855787,0.000833164,0.1121248,0.0008660525,0.00012814724,0.00006758061,0.0000050572635,0.0000086313585,0.0003878611],"genre_scores_gemma":[0.98914033,0.0001101339,0.01034441,0.000096319935,0.00006803669,0.0000010688276,0.0000011630169,0.000004067602,0.00023444432],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985512,0.00015319149,0.0006904302,0.00016385941,0.00027877677,0.00016257474],"domain_scores_gemma":[0.99856347,0.0002524611,0.0004668104,0.0002433745,0.000327089,0.00014677702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008480148,0.000115566436,0.000547946,0.0010590113,0.000052145093,0.0000783642,0.0003766207,0.00005981888,0.00019539546],"category_scores_gemma":[0.00009062697,0.000091499445,0.00028137915,0.0025000926,0.00008291651,0.00048903516,0.000066627836,0.00023693008,0.000012258635],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025338243,0.0037428623,0.30541196,0.00032650956,0.010220515,0.00038974392,0.004707748,0.003860426,0.0050111953,0.122296475,0.0014874567,0.5422917],"study_design_scores_gemma":[0.0033958748,0.0008948167,0.16427384,0.000085337786,0.0016778057,0.00028251982,0.0014312516,0.7960842,0.0033687542,0.025334295,0.0025085523,0.00066271896],"about_ca_topic_score_codex":0.00010216631,"about_ca_topic_score_gemma":0.000017533186,"teacher_disagreement_score":0.7922238,"about_ca_system_score_codex":0.000015619158,"about_ca_system_score_gemma":0.000062647036,"threshold_uncertainty_score":0.3731239},"labels":[],"label_agreement":null},{"id":"W2594583226","doi":"","title":"Equilibria of abstract economies with applications","year":2013,"lang":"en","type":"article","venue":"Journal of nonlinear and convex analysis","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Economics; Mathematical economics","score_opus":0.013483665425796118,"score_gpt":0.20520164992648923,"score_spread":0.1917179845006931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594583226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98170286,0.0013543705,0.010405592,0.00045866304,0.000031882817,0.000085604275,0.00006109199,0.000003411843,0.0058965134],"genre_scores_gemma":[0.995529,0.00037998598,0.0035735082,0.000056670433,0.000084234634,0.0000047627427,0.0000043083764,0.00000817789,0.00035934077],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989892,0.000004089791,0.00075287797,0.00012808068,0.000019464616,0.00010627623],"domain_scores_gemma":[0.99870384,0.000054190754,0.0008912332,0.00017353815,0.00009446716,0.00008274797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026910452,0.00008737102,0.0005853777,0.00030913533,0.00003217632,0.000048982514,0.00013533216,0.00004525728,0.0008410355],"category_scores_gemma":[0.000007852953,0.00007537022,0.00020586429,0.00017966842,0.000083067214,0.00029461648,0.000020804231,0.00008435565,0.00003440028],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022324458,0.00061409397,0.5222456,0.00018469185,0.014790699,0.000006828364,0.0014734921,0.006663613,0.00048325202,0.42955452,0.0008475666,0.022912407],"study_design_scores_gemma":[0.0071204556,0.0015946826,0.39438382,0.00010120862,0.0034556077,0.0001823808,0.0049287453,0.14429775,0.0016198164,0.3162249,0.12399919,0.0020914366],"about_ca_topic_score_codex":0.00013868316,"about_ca_topic_score_gemma":0.000017502201,"teacher_disagreement_score":0.13763413,"about_ca_system_score_codex":0.0000160553,"about_ca_system_score_gemma":0.000021649592,"threshold_uncertainty_score":0.9208749},"labels":[],"label_agreement":null},{"id":"W2784146759","doi":"","title":"Preconditioning random Toeplitz systems","year":2016,"lang":"en","type":"article","venue":"Journal of nonlinear and convex analysis","topic":"Advanced Algebra and Geometry","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Toeplitz matrix; Mathematics; Applied mathematics; Computer science; Algebra over a field; Calculus (dental); Pure mathematics; Medicine; Orthodontics","score_opus":0.019312677423992224,"score_gpt":0.2949016330481855,"score_spread":0.2755889556241933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784146759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79308385,0.0009127343,0.20512429,0.00031163896,0.00014061913,0.000051627478,0.000021851243,0.000012469959,0.00034089194],"genre_scores_gemma":[0.9949512,0.0002106826,0.0033807934,0.000034704593,0.0002929847,0.0000012589028,0.0000015240172,0.000009594413,0.0011172536],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989895,0.000059815124,0.0005105737,0.000101637714,0.00021276553,0.00012570096],"domain_scores_gemma":[0.99848074,0.000607039,0.00044995052,0.00013723095,0.00022073518,0.000104291874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048700493,0.000096940414,0.00052187213,0.0003340615,0.00006139356,0.00003675047,0.00009062238,0.000050671384,0.00017438854],"category_scores_gemma":[0.00025939007,0.000054543783,0.00028108255,0.0003646036,0.000040670056,0.00020487768,0.000017865194,0.000088299465,0.0000061359874],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003877793,0.0025929972,0.3458542,0.0015189251,0.09104017,0.0007634903,0.00447585,0.0029925292,0.023471007,0.13003373,0.013430991,0.37994832],"study_design_scores_gemma":[0.06701375,0.0029879003,0.037685916,0.0034159753,0.061855007,0.0038274834,0.010988674,0.040562175,0.013271226,0.69697106,0.0568702,0.004550663],"about_ca_topic_score_codex":0.0000011792266,"about_ca_topic_score_gemma":0.0000025439333,"teacher_disagreement_score":0.5669373,"about_ca_system_score_codex":0.000019015322,"about_ca_system_score_gemma":0.000023742814,"threshold_uncertainty_score":0.2224231},"labels":[],"label_agreement":null},{"id":"W2784164393","doi":"","title":"Random Toeplitz operators and eigenvalue distribution","year":2016,"lang":"en","type":"article","venue":"Journal of nonlinear and convex analysis","topic":"Holomorphic and Operator Theory","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Toeplitz matrix; Eigenvalues and eigenvectors; Mathematics; Distribution (mathematics); Circular law; Pure mathematics; Algebra over a field; Applied mathematics; Mathematical analysis; Statistics; Random variable; Physics; Multivariate random variable","score_opus":0.01759422461388869,"score_gpt":0.28019148866733945,"score_spread":0.26259726405345074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784164393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9625992,0.0005431675,0.0360515,0.0005866766,0.00004644473,0.00004344278,0.000047327256,0.0000067974784,0.000075412005],"genre_scores_gemma":[0.99749154,0.0006309908,0.0013643854,0.00007460242,0.00014174521,7.715389e-7,0.000003051795,0.000008145966,0.00028475834],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990227,0.00012450322,0.00042697997,0.000116516545,0.00018673397,0.00012256943],"domain_scores_gemma":[0.999009,0.00031290393,0.0001994909,0.00012986756,0.00020236238,0.00014633813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009215502,0.00011141037,0.00048747438,0.0001122281,0.00008325315,0.000038385213,0.000079985555,0.00007011216,0.00015954222],"category_scores_gemma":[0.00025990864,0.000060509894,0.00018672111,0.00022464887,0.00010429279,0.00013253468,0.000028517981,0.00009617412,0.00000358176],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0060647605,0.0021241116,0.47684625,0.00045597347,0.040059444,0.0009734265,0.0064353785,0.00007129337,0.038149796,0.11750094,0.012768716,0.2985499],"study_design_scores_gemma":[0.13524844,0.006918087,0.1151572,0.0024304294,0.11149558,0.005396892,0.018470239,0.04740484,0.09989006,0.27002376,0.1792769,0.008287579],"about_ca_topic_score_codex":0.000004111593,"about_ca_topic_score_gemma":0.0000050075832,"teacher_disagreement_score":0.36168906,"about_ca_system_score_codex":0.00002050167,"about_ca_system_score_gemma":0.000039613857,"threshold_uncertainty_score":0.24675219},"labels":[],"label_agreement":null},{"id":"W3210100510","doi":"","title":"The solvabilities of three optimization problems associated with second-order cone","year":2021,"lang":"en","type":"article","venue":"Journal of nonlinear and convex analysis","topic":"Optimization and Variational Analysis","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Cone (formal languages); Order (exchange); Mathematics; Applied mathematics; Mathematical optimization; Calculus (dental); Medicine; Orthodontics; Algorithm; Economics","score_opus":0.010523103360058643,"score_gpt":0.21360422366445453,"score_spread":0.20308112030439587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210100510","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018707333,0.000584127,0.9781487,0.0022339143,0.000039605977,0.000033926055,0.000007746754,0.0000072873,0.00023734388],"genre_scores_gemma":[0.8383899,0.00064532267,0.15915142,0.0003439929,0.000070031216,0.0000025233337,0.00003812046,0.000011096084,0.0013476139],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99879426,0.0001078584,0.0004988897,0.00012951455,0.00036934574,0.000100161196],"domain_scores_gemma":[0.99673474,0.00030508332,0.0005991984,0.00018994512,0.0021128282,0.000058223606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056031824,0.000086267384,0.00034787305,0.00017406241,0.00014069075,0.00015315761,0.00021491718,0.000042166506,0.00014083195],"category_scores_gemma":[0.00017715406,0.000052681196,0.00017828317,0.0018092007,0.00007267237,0.00027624113,0.000048733436,0.000101453275,3.2921693e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023350007,0.00020235915,0.02132296,0.000013599864,0.006429314,0.000008912427,0.00052758167,0.965916,0.00006120309,0.0037505208,0.00005697684,0.0016872339],"study_design_scores_gemma":[0.00042146663,0.00007393141,0.004159725,0.0000139497,0.000784531,0.00001251401,0.00016758798,0.99361366,0.000125862,0.0003445593,0.00020578314,0.00007643961],"about_ca_topic_score_codex":0.000008683558,"about_ca_topic_score_gemma":0.00029045978,"teacher_disagreement_score":0.81968254,"about_ca_system_score_codex":0.000017001239,"about_ca_system_score_gemma":0.00021498409,"threshold_uncertainty_score":0.21482769},"labels":[],"label_agreement":null},{"id":"W3214507110","doi":"","title":"Trace versions of young inequality and its applications","year":2019,"lang":"en","type":"article","venue":"Journal of nonlinear and convex analysis","topic":"Mathematical Inequalities and Applications","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"TRACE (psycholinguistics); Inequality; Mathematics; Computer science; Mathematical economics; Philosophy; Mathematical analysis; Linguistics","score_opus":0.045350395124317336,"score_gpt":0.3407043830617158,"score_spread":0.2953539879373985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214507110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97646475,0.00040691573,0.021681052,0.00045322947,0.000012183129,0.00014122148,0.000047040485,0.000005675151,0.0007879587],"genre_scores_gemma":[0.99100095,0.00022525551,0.008245288,0.000025796326,0.00004040018,0.0000039519173,0.0000028667705,0.0000061802884,0.00044931658],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989923,0.00004188083,0.00058854907,0.000096439326,0.00019665287,0.00008413816],"domain_scores_gemma":[0.9984852,0.00055138004,0.00043694285,0.00017856422,0.0002538655,0.00009404011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049104134,0.00008141981,0.00046912485,0.00014187836,0.000045835128,0.000016801301,0.00010161578,0.00005184288,0.0002287979],"category_scores_gemma":[0.0000984886,0.00006204781,0.00018081476,0.00037293503,0.00003574553,0.000076733246,0.00003517257,0.00011531969,0.000004087596],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012232653,0.0018579165,0.036427442,0.0021556586,0.0060799713,0.0000051773764,0.004643256,0.00008938348,0.00938443,0.93199784,0.0006447031,0.006591899],"study_design_scores_gemma":[0.008479128,0.0014466939,0.025356788,0.0007124694,0.034871068,0.0004306856,0.037152704,0.31317988,0.013251365,0.52453613,0.038251102,0.002331967],"about_ca_topic_score_codex":0.000007913178,"about_ca_topic_score_gemma":0.0000054356997,"teacher_disagreement_score":0.40746167,"about_ca_system_score_codex":0.0000075929456,"about_ca_system_score_gemma":0.000023268467,"threshold_uncertainty_score":0.25302362},"labels":[],"label_agreement":null}]}