{"meta":{"query_hash":"e5e9325680e9","filters":{"venue":"Transactions of the London Mathematical Society"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"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/e5e9325680e9","api":"https://metacan.xera.ac/api/v1/cohort?venue=Transactions+of+the+London+Mathematical+Society"},"results":[{"id":"W1461336424","doi":"10.1112/tlm3.12001","title":"On the logical strengths of partial solutions to mathematical problems","year":2017,"lang":"en","type":"article","venue":"Transactions of the London Mathematical Society","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","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":"Prevention of Organ Failure","funders":"Fondation Sciences Mathématiques de Paris; Fonds Wetenschappelijk Onderzoek; Universiteit Gent; Agence Nationale de la Recherche; John Templeton Foundation","keywords":"Computer science; Calculus (dental); Management science; Mathematical economics; Mathematics; Medicine; Engineering","score_opus":0.044370950898161544,"score_gpt":0.28066589412578513,"score_spread":0.2362949432276236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1461336424","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":[0.026516942,0.000009945899,0.955412,0.01574892,0.00016960973,0.000830449,0.00001922265,0.00007817199,0.0012147417],"genre_scores_gemma":[0.93041426,0.0000047782564,0.0690953,0.00015104799,0.000031960317,0.00008824975,2.0476006e-7,0.000012200517,0.0002019786],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99765795,0.00016115395,0.000639408,0.00037995342,0.000739284,0.00042226765],"domain_scores_gemma":[0.9951834,0.0017534748,0.00027291398,0.0025042056,0.00014563235,0.0001403715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011621775,0.00022769105,0.00043591982,0.00002200227,0.0009584405,0.00013965183,0.0030592333,0.00013670824,0.00032147544],"category_scores_gemma":[0.000636178,0.00012223766,0.0007720487,0.00026170554,0.00078738795,0.0001782831,0.00034203366,0.0004159849,0.00007291452],"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":[0.00001192515,0.0019890703,0.000019067327,0.00024030557,0.00014793682,4.87873e-7,0.0031296138,0.0068660104,0.001069893,0.9787562,0.00072601985,0.007043467],"study_design_scores_gemma":[0.00040042758,0.0002574291,0.0005471367,0.00017753446,0.00007798865,0.000014503808,0.0001267147,0.29270315,0.005635173,0.6996581,0.0001689319,0.0002329125],"about_ca_topic_score_codex":0.000014419027,"about_ca_topic_score_gemma":0.000004159458,"teacher_disagreement_score":0.90389735,"about_ca_system_score_codex":0.00006156988,"about_ca_system_score_gemma":0.000069513626,"threshold_uncertainty_score":0.7371646},"labels":[],"label_agreement":null},{"id":"W2923094998","doi":"10.1112/tlm3.12019","title":"Definite orders with locally free cancellation","year":2019,"lang":"en","type":"article","venue":"Transactions of the London Mathematical Society","topic":"Algebraic Geometry and Number Theory","field":"Mathematics","cited_by":5,"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":"Austrian Science Fund; Dartmouth College; National Science Foundation","keywords":"Quaternion; Property (philosophy); Hermite polynomials; Matrix algebra; Algebra over a field","score_opus":0.014201299474006307,"score_gpt":0.23662045897418155,"score_spread":0.22241915950017524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923094998","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":[0.5029935,0.000030007155,0.48719153,0.0010597197,0.000112669935,0.0007081211,0.000019105177,0.00010078182,0.0077845077],"genre_scores_gemma":[0.95388216,0.0000098295495,0.04123029,0.00012385199,0.000017098324,0.000022124514,0.0000010229811,0.000036309943,0.004677295],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987398,0.00006572094,0.00034505324,0.00019252098,0.0004220402,0.00023488083],"domain_scores_gemma":[0.99812055,0.00074036303,0.00016881498,0.00082249875,0.000089942645,0.000057816036],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040881877,0.00017720198,0.000315641,0.000020916292,0.00014121721,0.000014881813,0.0004229157,0.0001268248,0.0017162199],"category_scores_gemma":[0.00006081936,0.00010987382,0.00035222326,0.00041757923,0.00022553426,0.000107107575,0.00002245973,0.00028906183,0.000075395576],"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":[0.00041061628,0.0019667998,0.0019941595,0.0050871293,0.0016394934,0.0000013799307,0.009791682,0.00445994,0.0043357974,0.9616363,0.0054090787,0.0032676174],"study_design_scores_gemma":[0.0017165064,0.00012975633,0.00022278739,0.00029683544,0.00030761413,0.000025533367,0.001217851,0.002832042,0.008528733,0.98389,0.0005304927,0.0003018351],"about_ca_topic_score_codex":0.000013342476,"about_ca_topic_score_gemma":0.000011793474,"teacher_disagreement_score":0.45088863,"about_ca_system_score_codex":0.000049073456,"about_ca_system_score_gemma":0.00005899729,"threshold_uncertainty_score":0.99919635},"labels":[],"label_agreement":null},{"id":"W2966708151","doi":"10.1112/tlm3.12020","title":"Pure point measures with sparse support and sparse Fourier–Bohr support","year":2020,"lang":"en","type":"article","venue":"Transactions of the London Mathematical Society","topic":"Mathematical Analysis and Transform Methods","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University","funders":"Australian Research Council; Natural Sciences and Engineering Research Council of Canada; Deutsche Forschungsgemeinschaft","keywords":"Point (geometry); Set (abstract data type); Abelian group; Spectrum (functional analysis); Sparse approximation; Euclidean distance; Euclidean geometry; Type (biology)","score_opus":0.062356014634618394,"score_gpt":0.29548960786751566,"score_spread":0.23313359323289726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966708151","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":[0.040131696,0.00003969151,0.94384164,0.010804983,0.000037433398,0.000982922,0.000068281515,0.00016248207,0.0039308704],"genre_scores_gemma":[0.6843037,0.00008719231,0.31359288,0.00072862935,0.000058126083,0.00007471163,0.000003085476,0.000083851475,0.0010678351],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.997223,0.00015250797,0.00088560197,0.00041601248,0.00088702544,0.00043584136],"domain_scores_gemma":[0.99786776,0.0006919834,0.00025206833,0.0006719417,0.00015250777,0.0003637148],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010642476,0.00039556331,0.0009579464,0.00002846726,0.00027972672,0.000056923072,0.00044811354,0.00019605049,0.0019791],"category_scores_gemma":[0.00021094836,0.00022789661,0.0008765245,0.0005028177,0.0005250464,0.00018798775,0.00003719599,0.00053438323,0.00002763208],"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":[0.0009372668,0.007253025,0.0007483294,0.024159556,0.009270226,0.000068735964,0.0835524,0.00054529234,0.00990252,0.81092525,0.017988168,0.034649234],"study_design_scores_gemma":[0.0042311065,0.0012218559,0.00011986543,0.0005493394,0.0056209723,0.00036546515,0.0055440413,0.018679205,0.03532519,0.9224811,0.0044609495,0.0014009209],"about_ca_topic_score_codex":0.0000060645402,"about_ca_topic_score_gemma":0.0000117170675,"teacher_disagreement_score":0.644172,"about_ca_system_score_codex":0.000028656801,"about_ca_system_score_gemma":0.000085000596,"threshold_uncertainty_score":0.99893326},"labels":[],"label_agreement":null},{"id":"W3009824061","doi":"10.1112/tlm3.12030","title":"The first moment of primes in arithmetic progressions: beyond the Siegel–Walfisz range","year":2021,"lang":"en","type":"article","venue":"Transactions of the London Mathematical Society","topic":"Analytic Number Theory Research","field":"Mathematics","cited_by":0,"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 Ottawa","keywords":"Moment (physics); Range (aeronautics); Term (time); Dispersion (optics); Second moment of area; Moment problem","score_opus":0.030912659102754987,"score_gpt":0.31962730798197736,"score_spread":0.2887146488792224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009824061","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":[0.6136446,0.0071906475,0.24467194,0.11076992,0.00065327645,0.008831551,0.00016474182,0.00024170798,0.013831606],"genre_scores_gemma":[0.97718626,0.00048256817,0.014213758,0.00015734545,0.00003469373,0.00034416775,0.0000012548953,0.0000665593,0.0075134104],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99736494,0.00033099967,0.000796402,0.00022738922,0.0008823204,0.0003979248],"domain_scores_gemma":[0.994016,0.0043219673,0.00023397148,0.0011665644,0.00020615486,0.00005537042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020451196,0.00020002158,0.00044979417,0.00002332391,0.00049797544,0.0000420565,0.0008511034,0.00012736481,0.00069629867],"category_scores_gemma":[0.00045611392,0.000094143834,0.000719366,0.00077597226,0.00098371,0.00007075257,0.000108099535,0.0005764553,0.000018433237],"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":[0.0003803562,0.011620641,0.0034660257,0.007286189,0.0034962145,0.000017264269,0.044934545,0.00050454994,0.0028302234,0.8905296,0.017065976,0.017868442],"study_design_scores_gemma":[0.0012381317,0.000059206657,0.0007093497,0.00057141203,0.00031480673,0.000037542406,0.0068502873,0.00622609,0.01629623,0.96532923,0.0021503752,0.00021733767],"about_ca_topic_score_codex":0.000011975995,"about_ca_topic_score_gemma":0.0000705807,"teacher_disagreement_score":0.36354163,"about_ca_system_score_codex":0.00010780957,"about_ca_system_score_gemma":0.00015919485,"threshold_uncertainty_score":0.76239824},"labels":[],"label_agreement":null},{"id":"W3034850753","doi":"10.1112/tlm3.12025","title":"Completions of discrete cluster categories of type A","year":2021,"lang":"en","type":"article","venue":"Transactions of the London Mathematical Society","topic":"Algebraic structures and combinatorial models","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Royal Military College of Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Type (biology); Cluster (spacecraft); Embedding; Ring (chemistry); Character (mathematics); Closed category; Triangulated category","score_opus":0.02950504607947626,"score_gpt":0.28743806825385726,"score_spread":0.257933022174381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034850753","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":[0.6644916,0.00016472035,0.33183494,0.0012444316,0.00043909764,0.00043474126,0.00006290365,0.000038333907,0.0012892573],"genre_scores_gemma":[0.9798519,0.000020218919,0.019528968,0.000021732681,0.000016014863,0.0000069907605,0.0000011567065,0.000015639744,0.0005373638],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988798,0.00006631457,0.00049697555,0.000115440664,0.00031213008,0.00012937216],"domain_scores_gemma":[0.9985051,0.00049696193,0.00020027449,0.00050204434,0.00026092364,0.00003468858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015088408,0.00011500278,0.00040799525,0.00001104444,0.0000907723,0.0000059797044,0.0002343336,0.00009903043,0.0004998053],"category_scores_gemma":[0.00011643396,0.00007743974,0.0005461772,0.00032017007,0.00030417752,0.00004496909,0.00003378302,0.00015817248,0.0000014030062],"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":[0.000025822952,0.00033524458,0.00003579002,0.0010741465,0.00030596918,1.2049807e-7,0.0031203064,0.00024614675,0.0032490983,0.99110824,0.00040763695,0.00009146639],"study_design_scores_gemma":[0.00040327836,0.000039713523,0.0000630561,0.0001028956,0.00024706576,0.000007705223,0.0007835672,0.0013316569,0.026892882,0.9699851,0.000061299696,0.00008175141],"about_ca_topic_score_codex":0.00001489012,"about_ca_topic_score_gemma":0.0000048156085,"teacher_disagreement_score":0.31536034,"about_ca_system_score_codex":0.000019022824,"about_ca_system_score_gemma":0.00007655827,"threshold_uncertainty_score":0.5472518},"labels":[],"label_agreement":null},{"id":"W3114414296","doi":"10.1112/tlm3.12036","title":"Homological and combinatorial aspects of virtually Cohen–Macaulay sheaves","year":2021,"lang":"en","type":"preprint","venue":"Transactions of the London Mathematical Society","topic":"Commutative Algebra and Its Applications","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":"McMaster University","funders":"National Science Foundation","keywords":"Vector bundle; Variety (cybernetics); Pure mathematics; Mathematics; Constructive; Class (philosophy); Computer science; Property (philosophy); Projective variety; Resolution (logic); Algebra over a field; Artificial intelligence; Programming language","score_opus":0.034481127447942524,"score_gpt":0.30185365095601124,"score_spread":0.2673725235080687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114414296","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":[0.71509314,0.00041023665,0.2783214,0.0015105315,0.00030332385,0.001334513,0.00015610893,0.0000936105,0.00277712],"genre_scores_gemma":[0.97303665,0.00015449556,0.026474847,0.00003543857,0.000038145266,0.000105088184,0.0000065586246,0.000036959013,0.00011180389],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978008,0.00022230466,0.0008606866,0.0003783323,0.0005083885,0.00022947114],"domain_scores_gemma":[0.9963077,0.0018371573,0.00046467353,0.0010268517,0.00026804174,0.000095595635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049181876,0.00033045208,0.00095311966,0.000030104731,0.00020677844,0.00004408716,0.0006194173,0.0004501441,0.00042428274],"category_scores_gemma":[0.00025358697,0.00023646052,0.0009544873,0.00025177997,0.00084691227,0.00005761517,0.00028623396,0.000970293,0.0000020966338],"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":[0.000026551928,0.0019325399,0.00003393097,0.0030041866,0.000897657,9.959257e-7,0.006066767,0.00007719412,0.004231445,0.98257786,0.00029966142,0.0008511902],"study_design_scores_gemma":[0.00056073605,0.000079843194,0.00035002443,0.0003976773,0.0006278956,0.000016715268,0.0009366832,0.0011924646,0.014868606,0.9807043,0.000027022816,0.00023799557],"about_ca_topic_score_codex":0.0000188362,"about_ca_topic_score_gemma":0.000006968399,"teacher_disagreement_score":0.2579435,"about_ca_system_score_codex":0.000059942897,"about_ca_system_score_gemma":0.00017166021,"threshold_uncertainty_score":0.964258},"labels":[],"label_agreement":null},{"id":"W4415824517","doi":"10.1112/tlm3.70019","title":"Decorated phases in triblock copolymers: Zeroth‐ and first‐order analysis","year":2025,"lang":"en","type":"article","venue":"Transactions of the London Mathematical Society","topic":"Block Copolymer Self-Assembly","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Energy (signal processing); Boundary (topology); Phase (matter); Ternary operation; Order (exchange); Lens (geology); Lipid microdomain","score_opus":0.008062271243641478,"score_gpt":0.2533337176449872,"score_spread":0.2452714464013457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415824517","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":[0.8086521,0.0005818646,0.18802895,0.001770531,0.00010333867,0.0003852874,0.000031363437,0.00007196277,0.00037461938],"genre_scores_gemma":[0.99193054,0.00006757733,0.0070546092,0.00015125307,0.000006356793,0.000048812944,0.0000010978682,0.000010955554,0.000728782],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985815,0.00009106591,0.0005051304,0.00029131092,0.00025367615,0.0002772767],"domain_scores_gemma":[0.9987993,0.0004790477,0.00011508845,0.00047257086,0.000075656775,0.00005829052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035413183,0.00018014263,0.00048105183,0.00011015562,0.00023140867,0.000051754323,0.00036662217,0.00013319073,0.0008088393],"category_scores_gemma":[0.000053005147,0.00013159557,0.00033543742,0.0024042928,0.00029482116,0.00013307502,0.00003431231,0.00017164453,0.000009412788],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005434769,0.008264544,0.011205265,0.0032738964,0.0053031864,0.000004809488,0.014951307,0.012924804,0.9194187,0.012072636,0.005237376,0.00679998],"study_design_scores_gemma":[0.00284051,0.0000832403,0.0022928885,0.00030356582,0.0027033503,0.000007062693,0.0014320868,0.044627987,0.93684065,0.008237258,0.00019359085,0.00043778468],"about_ca_topic_score_codex":0.00022967879,"about_ca_topic_score_gemma":0.0002041422,"teacher_disagreement_score":0.18327847,"about_ca_system_score_codex":0.000059568352,"about_ca_system_score_gemma":0.00007816612,"threshold_uncertainty_score":0.88562226},"labels":[],"label_agreement":null}]}