{"meta":{"query_hash":"aacc7a5112cc","filters":{"venue":"Fixed Point Theory and Applications"},"cohort_total":13,"direct_labels_cover":0,"predictions_cover":13,"exported":13,"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/aacc7a5112cc","api":"https://metacan.xera.ac/api/v1/cohort?venue=Fixed+Point+Theory+and+Applications"},"results":[{"id":"W1940523793","doi":"10.1186/s13663-015-0408-0","title":"Fixed point theorems with generalized altering distance functions in partially ordered metric spaces via w-distances and applications","year":2015,"lang":"en","type":"article","venue":"Fixed Point Theory and Applications","topic":"Fixed Point Theorems Analysis","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"North University of China; University of Tennessee at Chattanooga; Ryerson University","keywords":"Mathematics; Metric space; Differential geometry; Fixed-point theorem; Fixed point; Coincidence point; Metric (unit); Mathematical analysis; Function (biology)","score_opus":0.020076750402314124,"score_gpt":0.2686087028675155,"score_spread":0.24853195246520135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1940523793","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.055462666,0.0012434975,0.93531257,0.000693816,0.00003648432,0.0017198784,0.00013089363,0.0002588743,0.0051413244],"genre_scores_gemma":[0.979071,0.00013609289,0.016070226,0.00012784045,0.00019504754,0.003091822,0.00011529265,0.00007960884,0.0011130755],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99741703,0.00038949764,0.0006763674,0.0007504065,0.00030559712,0.00046111332],"domain_scores_gemma":[0.99715716,0.001063526,0.00036998666,0.0008873022,0.00020366716,0.00031834986],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017839993,0.00041792062,0.00059694133,0.00038319497,0.00042784525,0.00018144677,0.0003040393,0.00013270898,0.000120703684],"category_scores_gemma":[0.0002224459,0.00034564166,0.00009316337,0.0015224643,0.0005242801,0.00033445258,0.00013641684,0.0002951771,0.00003489546],"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":[0.00027200262,0.00023539459,0.00061687693,0.0000875406,0.00014154731,0.0000026123676,0.0009058458,0.00023170047,0.0007741655,0.99155885,0.00028134373,0.0048921225],"study_design_scores_gemma":[0.0015251212,0.00009951735,0.00038306954,0.00006887137,0.00029763416,0.000044160395,0.0028250895,0.001162433,0.0006087419,0.96661276,0.025784943,0.00058766117],"about_ca_topic_score_codex":0.00007065213,"about_ca_topic_score_gemma":0.0009507821,"teacher_disagreement_score":0.9236083,"about_ca_system_score_codex":0.00009878511,"about_ca_system_score_gemma":0.000082819926,"threshold_uncertainty_score":0.99989957},"labels":[],"label_agreement":null},{"id":"W1965706507","doi":"10.1155/2010/692401","title":"On Uniformly Generalized Lipschitzian Mappings","year":2010,"lang":"en","type":"article","venue":"Fixed Point Theory and Applications","topic":"Fixed Point Theorems Analysis","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Alberta","keywords":"Mathematics; Iterated function; Differential geometry; Pure mathematics; Semigroup; Metric space; Bounded function; Fixed point; Class (philosophy); Type (biology); Uniform boundedness; Metric (unit); Coincidence point; Discrete mathematics; Mathematical analysis","score_opus":0.011304871001180546,"score_gpt":0.2709950666591222,"score_spread":0.25969019565794166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965706507","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":[0.820052,0.000037294154,0.09404404,0.0019126552,0.00015658604,0.0011850921,0.00011247375,0.0005435694,0.08195626],"genre_scores_gemma":[0.97303057,0.000018324405,0.018501304,0.00095543166,0.0003704825,0.0005347426,0.00006450996,0.00007029842,0.006454335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99870336,0.00013440242,0.0003483307,0.0003746478,0.00016334347,0.00027589584],"domain_scores_gemma":[0.99769413,0.0010645798,0.00016250166,0.00083747186,0.00006965665,0.00017164198],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012032082,0.00023366511,0.00027834842,0.00016871533,0.00037215845,0.000069226626,0.00028359945,0.00014952762,0.0013724671],"category_scores_gemma":[0.00034579515,0.00019892726,0.00013925393,0.00030414158,0.0002121098,0.000097202676,0.00008034316,0.00044213576,0.00034302723],"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":[0.00004513708,0.00010607782,0.000016638514,0.000020760112,0.000056267007,7.788523e-7,0.00025906874,0.0000018485375,0.008588657,0.98503375,0.0019336416,0.0039373543],"study_design_scores_gemma":[0.0003666961,0.000028751283,0.00009482629,0.000013923332,0.000085638116,0.000017149117,0.00013302713,0.000090288406,0.0028972456,0.95067245,0.045361497,0.0002385336],"about_ca_topic_score_codex":0.000007760959,"about_ca_topic_score_gemma":0.000029639463,"teacher_disagreement_score":0.15297854,"about_ca_system_score_codex":0.000014459579,"about_ca_system_score_gemma":0.000023859366,"threshold_uncertainty_score":0.9995404},"labels":[],"label_agreement":null},{"id":"W1976316541","doi":"10.1155/fpta/2006/23582","title":"Common fixed point and invariant approximation results in certain metrizable topological vector spaces","year":2006,"lang":"en","type":"article","venue":"Fixed Point Theory and Applications","topic":"Fixed Point Theorems Analysis","field":"Mathematics","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Science North","funders":"","keywords":"Mathematics; Metrization theorem; Differential geometry; Invariant (physics); Noncommutative geometry; Class (philosophy); Pure mathematics; Topology (electrical circuits); Discrete mathematics; Mathematical analysis; Combinatorics; Computer science; Separable space; Mathematical physics; Artificial intelligence","score_opus":0.019236015870368835,"score_gpt":0.2730456760280205,"score_spread":0.25380966015765166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976316541","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":[0.82520676,0.00081124174,0.12096916,0.007412617,0.000074944255,0.0032537438,0.0003958534,0.0005071878,0.0413685],"genre_scores_gemma":[0.98837256,0.000040000028,0.009861634,0.0001161188,0.00011707477,0.0003761236,0.00016369601,0.00003009198,0.0009227017],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99764955,0.0005457032,0.00073255866,0.00053834985,0.00018617389,0.00034765058],"domain_scores_gemma":[0.99654263,0.002431076,0.0002934052,0.00056631735,0.000060431663,0.0001061141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025666591,0.00027909307,0.0004909617,0.0002971914,0.00028385877,0.00012218351,0.00020046551,0.00020072011,0.0001592645],"category_scores_gemma":[0.00060226186,0.00023717684,0.000087217755,0.0006616862,0.0002746817,0.00019729222,0.00014462341,0.00029176363,0.000027939208],"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":[0.00017278022,0.00025060037,0.0002358927,0.00005830781,0.000031415842,0.0000035728012,0.0004121032,0.00002953715,0.0022436965,0.99480414,0.00073771796,0.0010202201],"study_design_scores_gemma":[0.0009847821,0.00006673677,0.0023626306,0.000046737696,0.00009688375,0.000022530954,0.000876981,0.0012510279,0.0031550645,0.9884987,0.0023296608,0.00030828148],"about_ca_topic_score_codex":0.00030020368,"about_ca_topic_score_gemma":0.00034263797,"teacher_disagreement_score":0.16316581,"about_ca_system_score_codex":0.00006755096,"about_ca_system_score_gemma":0.000022603987,"threshold_uncertainty_score":0.96717906},"labels":[],"label_agreement":null},{"id":"W1981385009","doi":"10.1155/2010/580956","title":"Normal Structure and Common Fixed Point Properties for Semigroups of Nonexpansive Mappings in Banach Spaces","year":2010,"lang":"en","type":"article","venue":"Fixed Point Theory and Applications","topic":"Optimization and Variational Analysis","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Banach space; Fixed point; Semigroup; Regular polygon; Uniformly convex space; Pure mathematics; Fixed-point theorem; Differential geometry; Image (mathematics); Discrete mathematics; Mathematical analysis; Banach manifold; Lp space; Computer science; Geometry","score_opus":0.006107313924670814,"score_gpt":0.2168407403920712,"score_spread":0.2107334264674004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981385009","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30580196,0.000111922665,0.6891102,0.0035619438,0.00004399324,0.0007797959,0.00009581803,0.000051524126,0.0004428445],"genre_scores_gemma":[0.9803714,0.000014078263,0.019039689,0.00023492654,0.000034571047,0.00012836426,0.000034177137,0.000005105066,0.0001376644],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993145,0.00005133532,0.00021753418,0.00022897136,0.00007716526,0.00011051106],"domain_scores_gemma":[0.9992946,0.00020016619,0.00011613996,0.00022831689,0.000108993874,0.000051798845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031318984,0.00009843241,0.00016151581,0.00011330747,0.00014990233,0.00006624224,0.00019990088,0.00006452101,0.000033726934],"category_scores_gemma":[0.000043285498,0.000081154176,0.000033869987,0.00025176644,0.0000933439,0.00025808084,0.00009052153,0.00011403427,0.0000011623578],"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":[0.000028101758,0.000050218732,0.0010510314,0.000044738874,0.000024206338,1.0808307e-7,0.0019665337,0.00036535482,0.018710436,0.97406393,0.000056987818,0.0036383339],"study_design_scores_gemma":[0.0027190556,0.00022204759,0.04327905,0.00010392733,0.00014250539,0.000046892386,0.002741694,0.23574936,0.069843255,0.63253015,0.011602866,0.0010191819],"about_ca_topic_score_codex":0.000033800225,"about_ca_topic_score_gemma":0.00010396635,"teacher_disagreement_score":0.6745695,"about_ca_system_score_codex":0.000005786901,"about_ca_system_score_gemma":0.000024650366,"threshold_uncertainty_score":0.33093712},"labels":[],"label_agreement":null},{"id":"W1998822533","doi":"10.1155/2007/41930","title":"Fixed Points of Two-Sided Fractional Matrix Transformations","year":2007,"lang":"en","type":"article","venue":"Fixed Point Theory and Applications","topic":"Advanced Topics in Algebra","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mathematics; Missing data; Image (mathematics); Fixed point; Graph; Combinatorics; Mathematical analysis; Computer science; Statistics; Artificial intelligence","score_opus":0.020494992756699512,"score_gpt":0.34493861152384947,"score_spread":0.32444361876714994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998822533","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":[0.04303022,0.00006559014,0.9412886,0.00033975407,0.000045972185,0.0005708885,0.000081901206,0.00010655445,0.014470518],"genre_scores_gemma":[0.902904,0.00003182906,0.09524177,0.00014178969,0.00018141336,0.00018255642,0.00006131459,0.000030480185,0.0012249001],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99889284,0.000066068285,0.00048181694,0.00018327255,0.00015933636,0.00021667343],"domain_scores_gemma":[0.99706984,0.002207256,0.00018869528,0.00035079292,0.00009908682,0.000084344516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011277809,0.00013442028,0.00018842588,0.00011458211,0.00021536712,0.000011488723,0.00014630162,0.000077544224,0.0003615432],"category_scores_gemma":[0.00024960053,0.00013116177,0.00007692458,0.0002272669,0.00015177228,0.00018129068,0.000032509226,0.00020914264,0.00004719908],"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":[0.000037080128,0.00011190463,0.000034518926,0.000040192586,0.000029247201,3.3236583e-7,0.00037050652,0.0000053147833,0.002225949,0.99355745,0.00014111963,0.0034463536],"study_design_scores_gemma":[0.00048602463,0.000016504187,0.0002645761,0.000023132883,0.00004351338,0.000020965945,0.0004901071,0.000022576833,0.011783033,0.9813797,0.005338713,0.0001311692],"about_ca_topic_score_codex":0.0000018478851,"about_ca_topic_score_gemma":0.00000983772,"teacher_disagreement_score":0.8598737,"about_ca_system_score_codex":0.000031810632,"about_ca_system_score_gemma":0.000029132389,"threshold_uncertainty_score":0.53486216},"labels":[],"label_agreement":null},{"id":"W2017639256","doi":"10.1155/fpta.2005.1","title":"A Leray-Schauder alternative for weakly-strongly sequentially continuous weakly compact maps","year":2005,"lang":"en","type":"article","venue":"Fixed Point Theory and Applications","topic":"Stability and Controllability of Differential Equations","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Mathematics; Differential geometry; Operator (biology); Schauder basis; Pure mathematics; Mathematical analysis; Type (biology); Topology (electrical circuits); Discrete mathematics; Banach space; Combinatorics","score_opus":0.009797416149492293,"score_gpt":0.23617651717133978,"score_spread":0.2263791010218475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017639256","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.103407666,0.0005092398,0.882768,0.0020607607,0.00014851902,0.002291389,0.0008462718,0.00048656724,0.0074816113],"genre_scores_gemma":[0.9964474,0.00002182628,0.0016543507,0.00012243676,0.0003910403,0.0006830892,0.00014676468,0.00003008989,0.00050299405],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99892026,0.00007996827,0.0003324661,0.00028372786,0.00010542115,0.00027812528],"domain_scores_gemma":[0.9988323,0.0005591248,0.000057225803,0.0003295016,0.000096817486,0.00012503708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039610468,0.00020624815,0.00026751574,0.00006726618,0.00026108965,0.00008543165,0.00018093229,0.00008582041,0.00028448564],"category_scores_gemma":[0.000056966626,0.00020956724,0.00013268978,0.00009671207,0.00014114627,0.00018581419,0.000021660977,0.00015872139,0.00007289827],"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":[0.00017976538,0.00024670133,0.000070096634,0.00009472142,0.00027830646,1.844463e-7,0.0012472598,0.009947616,0.017431095,0.9176438,0.0011631588,0.0516973],"study_design_scores_gemma":[0.0041203834,0.00026460702,0.003174299,0.000076296565,0.0004141644,0.00001612446,0.0017832502,0.056055944,0.01465247,0.5542944,0.3638777,0.001270376],"about_ca_topic_score_codex":0.000010950604,"about_ca_topic_score_gemma":0.00007044562,"teacher_disagreement_score":0.89303976,"about_ca_system_score_codex":0.000059719056,"about_ca_system_score_gemma":0.000025346939,"threshold_uncertainty_score":0.85459036},"labels":[],"label_agreement":null},{"id":"W2054429987","doi":"10.1155/2010/183217","title":"Fixed Point Results for Multivalued Maps in Metric Spaces with Generalized Inwardness Conditions","year":2010,"lang":"en","type":"article","venue":"Fixed Point Theory and Applications","topic":"Fixed Point Theorems Analysis","field":"Mathematics","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Metric space; Differential geometry; Fixed-point theorem; Continuation; Fixed point; Coincidence point; Pure mathematics; Banach space; Complete metric space; Metric (unit); Space (punctuation); Discrete mathematics; Mathematical analysis; Computer science","score_opus":0.01843473420627243,"score_gpt":0.30262178868307116,"score_spread":0.2841870544767987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054429987","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":[0.7287676,0.00013636121,0.24283062,0.0039320793,0.00022610083,0.0069952644,0.0033758387,0.00063597615,0.013100187],"genre_scores_gemma":[0.9443446,0.000022110682,0.049787316,0.00016050278,0.00019910219,0.0031819614,0.00061574654,0.00008229195,0.0016064154],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99771243,0.00029961867,0.0006976278,0.00064268406,0.000217189,0.00043046148],"domain_scores_gemma":[0.9949716,0.003300574,0.0003731615,0.0009377314,0.00022779612,0.00018919226],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002379559,0.0003543882,0.0005618044,0.00056689244,0.00041122164,0.00010500893,0.00033413016,0.00020810125,0.00016928048],"category_scores_gemma":[0.0012920435,0.00028850074,0.00016691296,0.0010932899,0.00035642137,0.00021261927,0.00008985526,0.00042248194,0.000033818415],"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":[0.00048327446,0.00032339318,0.00005977809,0.000075369586,0.0001326786,0.0000019011499,0.0008397904,0.00003875071,0.008183124,0.9871432,0.0021441875,0.0005745235],"study_design_scores_gemma":[0.0038265076,0.00009089254,0.00048567588,0.00005335549,0.00028699086,0.000025630918,0.0011403302,0.0005313063,0.005920919,0.97586125,0.011299008,0.00047810897],"about_ca_topic_score_codex":0.000051243464,"about_ca_topic_score_gemma":0.00035344454,"teacher_disagreement_score":0.21557699,"about_ca_system_score_codex":0.000043160053,"about_ca_system_score_gemma":0.0000714611,"threshold_uncertainty_score":0.9999567},"labels":[],"label_agreement":null},{"id":"W2071735139","doi":"10.1155/2010/721648","title":"Takahashi's Legacy in Fixed Point Theory","year":2011,"lang":"en","type":"article","venue":"Fixed Point Theory and Applications","topic":"Fixed Point Theorems Analysis","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Honor; Fixed point; Fixed-point theorem; Mathematical economics; Point (geometry); Mathematics; Differential geometry; Regular polygon; Computer science; Sociology; Library science; Discrete mathematics; Pure mathematics; Mathematical analysis","score_opus":0.03337925444132969,"score_gpt":0.27715726250040446,"score_spread":0.24377800805907476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071735139","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32528836,0.00091019104,0.39230374,0.0011170107,0.00022878712,0.0037868014,0.00020232823,0.0010538124,0.275109],"genre_scores_gemma":[0.9847206,0.00006265122,0.010418054,0.00044337532,0.00017119951,0.00089500897,0.000046711953,0.00009512903,0.0031473027],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99701554,0.00075713097,0.0007969136,0.000669008,0.00022307293,0.0005383217],"domain_scores_gemma":[0.99629176,0.001846051,0.00030459336,0.0012371553,0.00010173056,0.00021873513],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003644482,0.00041100133,0.00056506455,0.00037538537,0.00029892003,0.000082561965,0.00053090835,0.0002234918,0.0031960486],"category_scores_gemma":[0.0005933942,0.00037069613,0.0002316708,0.000687701,0.00041637165,0.0004369796,0.000218362,0.00048173836,0.00041231676],"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":[0.00017110474,0.00038162374,0.0001507717,0.000057167144,0.000105233805,0.000007075264,0.0033800001,0.0000015001965,0.00083609094,0.98772305,0.0007251627,0.0064612394],"study_design_scores_gemma":[0.0006533013,0.000052478514,0.0008659006,0.00006199751,0.00017711443,0.000030116047,0.002988811,0.000047486305,0.003353659,0.98663366,0.0046909875,0.0004444934],"about_ca_topic_score_codex":0.00004255308,"about_ca_topic_score_gemma":0.00007165087,"teacher_disagreement_score":0.65943223,"about_ca_system_score_codex":0.00007174206,"about_ca_system_score_gemma":0.000053271273,"threshold_uncertainty_score":0.9998745},"labels":[],"label_agreement":null},{"id":"W2145764229","doi":"10.1155/fpta/2006/96737","title":"On the orbits of \"Equation missing\" -closure points of ultimately nonexpansive mappings","year":2006,"lang":"en","type":"article","venue":"Fixed Point Theory and Applications","topic":"Optimization and Variational Analysis","field":"Computer Science","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":"Saint Mary's University","funders":"","keywords":"Mathematics; Image (mathematics); Closure (psychology); Commutative property; Semigroup; Orbit (dynamics); Pure mathematics; Mathematical analysis; Computer science; Computer vision","score_opus":0.01016170656215075,"score_gpt":0.22169475868178107,"score_spread":0.2115330521196303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145764229","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":[0.007653945,0.000031241463,0.983799,0.0037581285,0.000013132541,0.00022204182,0.00002208575,0.000027811246,0.004472617],"genre_scores_gemma":[0.9876103,0.0000075969488,0.011633323,0.00034611524,0.000025156813,0.000051449984,0.000033194246,0.000004458949,0.00028844344],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992312,0.00011660486,0.00026104882,0.00016898781,0.0001480968,0.00007403651],"domain_scores_gemma":[0.9986306,0.0006315481,0.00023319526,0.00028725772,0.00019399673,0.00002342398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048517555,0.00007726434,0.00011440738,0.00008246223,0.00015116016,0.000028629862,0.00023120781,0.00003617091,0.00007846458],"category_scores_gemma":[0.00007514622,0.000055851902,0.000054398264,0.00042420547,0.000072762305,0.0001133475,0.00003992679,0.000051529758,0.000017639846],"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":[0.0000075475955,0.00007523223,0.000041967138,0.0000087297385,0.000015860396,5.0002775e-8,0.00021408006,0.001293654,0.001492624,0.9953538,0.000245081,0.0012513524],"study_design_scores_gemma":[0.00026496474,0.000031337495,0.0050615296,0.00003151818,0.00003253257,0.0000023848427,0.0000958914,0.03725505,0.015240907,0.9408462,0.0010181387,0.00011957045],"about_ca_topic_score_codex":0.000014521963,"about_ca_topic_score_gemma":0.0000010460642,"teacher_disagreement_score":0.9799563,"about_ca_system_score_codex":0.000008011093,"about_ca_system_score_gemma":0.000025481511,"threshold_uncertainty_score":0.22775745},"labels":[],"label_agreement":null},{"id":"W2146559036","doi":"10.1186/s13663-015-0329-y","title":"Topological fixed point theory and applications to variational inequalities","year":2015,"lang":"en","type":"article","venue":"Fixed Point Theory and Applications","topic":"Optimization and Variational Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"King Abdulaziz University","keywords":"Algorithm; Artificial intelligence; Computer science","score_opus":0.027005105996212274,"score_gpt":0.2798906349390198,"score_spread":0.2528855289428075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146559036","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":[0.00042492326,0.00012793673,0.9873945,0.005772194,0.00003649999,0.0005522649,0.00006769349,0.00017331332,0.0054506683],"genre_scores_gemma":[0.8506257,0.00008383798,0.12989633,0.009221548,0.0006752196,0.003200188,0.000330714,0.000032091626,0.005934359],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99816036,0.0005171376,0.00036772745,0.0005092826,0.000233655,0.00021180656],"domain_scores_gemma":[0.9976422,0.0011666723,0.00012446808,0.00048375173,0.00025558207,0.00032728136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022828754,0.00018141474,0.00021079784,0.00017496309,0.0004169883,0.00020661294,0.0004087524,0.000093428345,0.00019556588],"category_scores_gemma":[0.00029779997,0.00015912975,0.000057510057,0.0006016248,0.00012763022,0.00034241012,0.00030580483,0.0001264964,0.00014707942],"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":[0.000026668993,0.00009086321,0.00007748457,0.0000059577396,0.000032984408,2.41934e-7,0.000884557,0.00060071895,0.00005583466,0.99229366,0.00047504998,0.0054559913],"study_design_scores_gemma":[0.00033188902,0.000047804737,0.0013345815,0.000005330462,0.000036126035,0.00001528377,0.00068214384,0.005016186,0.00009353128,0.95195955,0.04022245,0.0002551199],"about_ca_topic_score_codex":0.000011157923,"about_ca_topic_score_gemma":0.000004276202,"teacher_disagreement_score":0.85749817,"about_ca_system_score_codex":0.000040268802,"about_ca_system_score_gemma":0.00009195996,"threshold_uncertainty_score":0.64891225},"labels":[],"label_agreement":null},{"id":"W2160060815","doi":"10.1186/1687-1812-2012-174","title":"Coupled fixed point theorems on partially ordered G-metric spaces","year":2012,"lang":"en","type":"article","venue":"Fixed Point Theory and Applications","topic":"Fixed Point Theorems Analysis","field":"Mathematics","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"King Mongkut's University of Technology Thonburi; University of Alberta","keywords":"Metric space; Differential geometry; Mathematics; Fixed-point theorem; Context (archaeology); Fixed point; Metric (unit); Coincidence point; Discrete mathematics; Point (geometry); Pure mathematics; Topology (electrical circuits); Combinatorics; Mathematical analysis; Geometry; Geography","score_opus":0.02142931783541063,"score_gpt":0.2874172830898208,"score_spread":0.26598796525441015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160060815","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4411783,0.0017123591,0.44806486,0.0032637138,0.00052975246,0.0048639374,0.00032999538,0.0016037725,0.098453306],"genre_scores_gemma":[0.9913603,0.000093980976,0.0042071682,0.00048190297,0.0005272082,0.0007213956,0.00007915715,0.000098429504,0.0024304395],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9970401,0.00056296017,0.00069263397,0.00056134234,0.00039297462,0.0007499847],"domain_scores_gemma":[0.9942696,0.0035611098,0.00040193953,0.0012228155,0.00014733338,0.00039720786],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034065805,0.00048031422,0.0006179705,0.0004222937,0.0005538465,0.00013135788,0.0004254436,0.00022716269,0.0028577934],"category_scores_gemma":[0.0010990282,0.0003991872,0.00026997324,0.0010969752,0.00035133713,0.00029583854,0.00016749707,0.0004090566,0.0007049292],"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":[0.00016507154,0.00053900515,0.00017797996,0.00005632982,0.00020784875,0.0000010913046,0.00083999435,0.0000185197,0.0019722683,0.9900418,0.002816716,0.003163403],"study_design_scores_gemma":[0.0008936217,0.00012050507,0.0006794666,0.00005676386,0.0004336795,0.000027348018,0.0012830179,0.00043459315,0.0039777732,0.9672794,0.024162566,0.00065131416],"about_ca_topic_score_codex":0.000016722854,"about_ca_topic_score_gemma":0.000014140145,"teacher_disagreement_score":0.55018204,"about_ca_system_score_codex":0.000075799,"about_ca_system_score_gemma":0.00004549185,"threshold_uncertainty_score":0.999846},"labels":[],"label_agreement":null},{"id":"W2175541564","doi":"10.1186/s13663-015-0467-2","title":"New fixed point theorems on order intervals and their applications","year":2015,"lang":"en","type":"article","venue":"Fixed Point Theory and Applications","topic":"Nonlinear Differential Equations Analysis","field":"Mathematics","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Mathematics; Fixed point; Fixed-point theorem; Differential geometry; Nonlinear system; Boundary value problem; Order (exchange); Applied mathematics; Differential equation; Mathematical analysis; Pure mathematics; Discrete mathematics","score_opus":0.03749817291268666,"score_gpt":0.3076062799901333,"score_spread":0.27010810707744665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2175541564","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":[0.008399939,0.00019867464,0.97798944,0.0012935427,0.000027931741,0.0011519965,0.00011303006,0.00018900276,0.010636464],"genre_scores_gemma":[0.93681234,0.00011358409,0.050149277,0.00086985074,0.0008269303,0.0021334535,0.00032811385,0.00013512828,0.008631311],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998511,0.00024032849,0.0004252026,0.00044202563,0.00015281705,0.00022861053],"domain_scores_gemma":[0.99741054,0.001128051,0.00019171849,0.00078031694,0.00018332148,0.00030607486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009840144,0.00027068233,0.00033947921,0.00016767725,0.0002646956,0.00011126107,0.00024881412,0.00011272799,0.00052484125],"category_scores_gemma":[0.00029471057,0.0002096828,0.000097470445,0.0004451198,0.00016115089,0.00011841372,0.00014271778,0.00021275457,0.00015531799],"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":[0.000041445623,0.00017731161,0.000019418341,0.00002169655,0.000100647754,1.2384406e-7,0.0008704041,0.0000058992305,0.00054422807,0.9559838,0.0021531933,0.040081836],"study_design_scores_gemma":[0.0005238138,0.00005916295,0.000048092654,0.000028455728,0.00013156963,0.000009064598,0.001550663,0.00045449747,0.0013948984,0.96866053,0.026891053,0.00024818024],"about_ca_topic_score_codex":0.000017649494,"about_ca_topic_score_gemma":0.000024150244,"teacher_disagreement_score":0.92841244,"about_ca_system_score_codex":0.00003933252,"about_ca_system_score_gemma":0.00007486284,"threshold_uncertainty_score":0.85506165},"labels":[],"label_agreement":null},{"id":"W2511435911","doi":"10.1186/s13663-016-0574-8","title":"Schwarz lemma involving the boundary fixed point","year":2016,"lang":"en","type":"article","venue":"Fixed Point Theory and Applications","topic":"Holomorphic and Operator Theory","field":"Mathematics","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Education Department of Jiangxi Province; National Natural Science Foundation of China","keywords":"Algorithm; Mathematics","score_opus":0.02466953458936486,"score_gpt":0.2764695738951274,"score_spread":0.2518000393057625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2511435911","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45427266,0.0032923275,0.45869827,0.020456143,0.00039488458,0.0042046513,0.00046226117,0.0011657728,0.05705302],"genre_scores_gemma":[0.9909182,0.00014970281,0.0014160108,0.0010818682,0.00034337884,0.000640492,0.000011132097,0.000051388975,0.0053877956],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984365,0.0004022972,0.00036603195,0.00033733074,0.00015101436,0.00030679986],"domain_scores_gemma":[0.99652755,0.0023439047,0.00013195146,0.0007886639,0.000079865546,0.00012805757],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021009252,0.00021302194,0.00023295521,0.00005526395,0.0008015199,0.000083665065,0.00035832534,0.000111186004,0.0009331942],"category_scores_gemma":[0.00043588004,0.00011644843,0.00009710638,0.00016595398,0.0005435217,0.00018134575,0.00016869855,0.0002093023,0.00038016716],"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":[0.00004154842,0.00006223264,0.00005594787,0.000022842041,0.00003848076,0.0000015862207,0.00066456664,1.2347587e-7,0.0050848867,0.97818595,0.0034891793,0.012352661],"study_design_scores_gemma":[0.00039838505,0.0000280511,0.00015178954,0.000065001084,0.00004816059,0.00003489369,0.0010137706,0.000006571303,0.0034289202,0.8819328,0.11268707,0.00020457241],"about_ca_topic_score_codex":0.0000030489405,"about_ca_topic_score_gemma":0.000007932351,"teacher_disagreement_score":0.5366456,"about_ca_system_score_codex":0.000037648715,"about_ca_system_score_gemma":0.00006645804,"threshold_uncertainty_score":0.9999801},"labels":[],"label_agreement":null}]}