{"meta":{"query_hash":"ae3326ad4ecd","filters":{"venue":"HBA lecture notes in mathematics"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/ae3326ad4ecd","api":"https://metacan.xera.ac/api/v1/cohort?venue=HBA+lecture+notes+in+mathematics"},"results":[{"id":"W2549225875","doi":"10.1007/978-981-10-2651-5_14","title":"Modular Forms of Level One","year":2016,"lang":"en","type":"book-chapter","venue":"HBA lecture notes in mathematics","topic":"Holomorphic and Operator Theory","field":"Mathematics","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":"Queen's University","funders":"","keywords":"Zero (linguistics); RADIUS; Physics; Pi; Modular design; Mathematics; Combinatorics; Computer science; Geometry; Philosophy; Operating system; Linguistics; Computer security","score_opus":0.07820890821264767,"score_gpt":0.28458272843748456,"score_spread":0.20637382022483688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2549225875","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.080566406,0.0038746945,0.043988626,0.003264463,0.0016563764,0.000048283884,0.00025050485,0.00047612787,0.8658745],"genre_scores_gemma":[0.6657596,0.0041183266,0.014892349,0.0009548564,0.002451444,0.00010186688,0.00041946038,0.000498691,0.31080338],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996345,0.000070104834,0.000016314256,0.000058545746,0.00014952161,0.00007093675],"domain_scores_gemma":[0.999757,0.000047195994,0.000032291122,0.00005149282,0.00005929359,0.000052713985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044003272,0.0010733498,0.0006727105,0.0020279556,0.0015094265,0.0025573617,0.00070459093,0.0008273492,0.010880815],"category_scores_gemma":[0.001029369,0.00034289196,0.0005909337,0.0011072557,0.0027809222,0.0030835792,0.00188875,0.0026199976,0.003235657],"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":[0.000005836233,0.0000058368896,0.000023440147,0.000017519213,0.0000018959078,0.000016416252,0.00010539625,0.00007527181,0.00030051038,0.99250096,0.0020350465,0.004912003],"study_design_scores_gemma":[0.000004429641,0.000007922146,0.0000921798,0.000016898935,0.0000033594167,0.00009784473,0.00003590312,0.00041343312,0.00024568738,0.98215526,0.016920637,0.0000063878333],"about_ca_topic_score_codex":0.0003274469,"about_ca_topic_score_gemma":0.0003276758,"teacher_disagreement_score":0.010880815,"about_ca_system_score_codex":0.0011970076,"about_ca_system_score_gemma":0.0005809706,"threshold_uncertainty_score":0.03640002},"labels":[],"label_agreement":null},{"id":"W2553824664","doi":"10.1007/978-981-10-2651-5_16","title":"Modular Forms of Higher Level","year":2016,"lang":"en","type":"book-chapter","venue":"HBA lecture notes in mathematics","topic":"Advanced Algebra and Geometry","field":"Mathematics","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":"Queen's University","funders":"","keywords":"Congruence (geometry); Modular design; Congruence subgroup; Mathematics; Plane (geometry); Recall; Combinatorics; Computer science; Geometry; Psychology; Programming language; Cognitive psychology","score_opus":0.05237030633366467,"score_gpt":0.3017302945007477,"score_spread":0.249359988167083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2553824664","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.103383645,0.003696951,0.089565925,0.0024497865,0.0017139183,0.00006940555,0.00029226512,0.00054230436,0.7982858],"genre_scores_gemma":[0.64072436,0.003505013,0.022643689,0.0008410214,0.0028774259,0.00012635086,0.00043201091,0.0006142309,0.32823592],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999463,0.00012096361,0.000023931856,0.000078546655,0.00021603308,0.00009751806],"domain_scores_gemma":[0.99969864,0.00005405378,0.000040259984,0.000073287105,0.000069136164,0.000064672124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006196848,0.0011760477,0.0006759546,0.002500495,0.0012636026,0.0032867314,0.0008161472,0.00083129527,0.014137978],"category_scores_gemma":[0.0012210546,0.00047212144,0.00072379346,0.0015237958,0.0026866691,0.0037373034,0.0023919197,0.0025977485,0.0040450315],"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":[0.0000051408647,0.000005664948,0.000026551392,0.000014225035,0.0000024634353,0.000015187768,0.00011391011,0.000089554145,0.0002981141,0.9928012,0.001672681,0.0049554133],"study_design_scores_gemma":[0.0000056889,0.000007647225,0.000104621664,0.0000137388415,0.000003873755,0.000091741545,0.00003664771,0.0006110763,0.0002841171,0.9799313,0.018902864,0.0000068089294],"about_ca_topic_score_codex":0.0003187991,"about_ca_topic_score_gemma":0.00037414485,"teacher_disagreement_score":0.014137978,"about_ca_system_score_codex":0.0012982534,"about_ca_system_score_gemma":0.0005199983,"threshold_uncertainty_score":0.047296286},"labels":[],"label_agreement":null},{"id":"W4232952141","doi":"10.1007/978-981-10-2651-5_6","title":"Modular Forms of Higher Level","year":2016,"lang":"en","type":"book-chapter","venue":"HBA lecture notes in mathematics","topic":"Advanced Algebra and Geometry","field":"Mathematics","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":"Queen's University","funders":"","keywords":"Congruence (geometry); Congruence subgroup; Mathematics; Modular design; Recall; Combinatorics; Plane (geometry); Physics; Computer science; Geometry; Psychology; Cognitive psychology; Operating system","score_opus":0.05237030633366467,"score_gpt":0.3017302945007477,"score_spread":0.249359988167083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232952141","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.103383645,0.003696951,0.089565925,0.0024497865,0.0017139183,0.00006940555,0.00029226512,0.00054230436,0.7982858],"genre_scores_gemma":[0.64072436,0.003505013,0.022643689,0.0008410214,0.0028774259,0.00012635086,0.00043201091,0.0006142309,0.32823592],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999463,0.00012096361,0.000023931856,0.000078546655,0.00021603308,0.00009751806],"domain_scores_gemma":[0.99969864,0.00005405378,0.000040259984,0.000073287105,0.000069136164,0.000064672124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006196848,0.0011760477,0.0006759546,0.002500495,0.0012636026,0.0032867314,0.0008161472,0.00083129527,0.014137978],"category_scores_gemma":[0.0012210546,0.00047212144,0.00072379346,0.0015237958,0.0026866691,0.0037373034,0.0023919197,0.0025977485,0.0040450315],"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":[0.0000051408647,0.000005664948,0.000026551392,0.000014225035,0.0000024634353,0.000015187768,0.00011391011,0.000089554145,0.0002981141,0.9928012,0.001672681,0.0049554133],"study_design_scores_gemma":[0.0000056889,0.000007647225,0.000104621664,0.0000137388415,0.000003873755,0.000091741545,0.00003664771,0.0006110763,0.0002841171,0.9799313,0.018902864,0.0000068089294],"about_ca_topic_score_codex":0.0003187991,"about_ca_topic_score_gemma":0.00037414485,"teacher_disagreement_score":0.014137978,"about_ca_system_score_codex":0.0012982534,"about_ca_system_score_gemma":0.0005199983,"threshold_uncertainty_score":0.047296286},"labels":[],"label_agreement":null},{"id":"W4247129559","doi":"10.1007/978-981-10-2651-5_13","title":"The Upper Half-Plane","year":2016,"lang":"en","type":"book-chapter","venue":"HBA lecture notes in mathematics","topic":"Advanced Algebra and Geometry","field":"Mathematics","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":"Queen's University","funders":"","keywords":"Plane (geometry); Combinatorics; Action (physics); Physics; Mathematics; Geometry; Quantum mechanics","score_opus":0.022917397780961198,"score_gpt":0.27826193334947374,"score_spread":0.25534453556851255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247129559","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005337136,0.007800149,0.016510325,0.0013494495,0.0008407771,0.000017274493,0.00036231638,0.00010394828,0.9676784],"genre_scores_gemma":[0.26763618,0.0220088,0.018300345,0.0017353792,0.0016385637,0.00012008239,0.0016549081,0.0005486049,0.6863572],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99981076,0.000027510398,0.000007692525,0.00004762881,0.000076752935,0.00002958085],"domain_scores_gemma":[0.9999168,0.000017318636,0.000006190906,0.000016959935,0.000027083193,0.000015645861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014779632,0.0007588324,0.0005335359,0.0009483095,0.0008929158,0.0039453977,0.0007824897,0.00068008364,0.03713393],"category_scores_gemma":[0.0005176917,0.00025746826,0.00026976244,0.00094122946,0.0013435391,0.0025332093,0.001405191,0.0022146474,0.011479052],"study_design_candidate":"not_applicable","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":[0.000024789182,0.000007657888,0.00003401434,0.00006940606,0.0000037690513,0.000032415723,0.000109044224,0.00044920278,0.00066505634,0.9254368,0.028879685,0.04428827],"study_design_scores_gemma":[0.000008400204,0.000010810461,0.00021986845,0.00009892392,0.000007177542,0.00019053833,0.00021724195,0.0013282084,0.0005989411,0.53382564,0.46348533,0.000008980018],"about_ca_topic_score_codex":0.001588386,"about_ca_topic_score_gemma":0.0010233846,"teacher_disagreement_score":0.03713393,"about_ca_system_score_codex":0.00089985103,"about_ca_system_score_gemma":0.00050902716,"threshold_uncertainty_score":0.12422538},"labels":[],"label_agreement":null},{"id":"W4248936286","doi":"10.1007/978-981-10-2651-5_1","title":"Jacobi’s q-series","year":2016,"lang":"en","type":"book-chapter","venue":"HBA lecture notes in mathematics","topic":"Advanced Mathematical Identities","field":"Mathematics","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":"Queen's University","funders":"","keywords":"Series (stratigraphy); Power series; Modular design; Mathematics; Modular form; Algebra over a field; Computer science; Combinatorics; Pure mathematics; Programming language; Mathematical analysis","score_opus":0.039405183388915264,"score_gpt":0.29759007242640645,"score_spread":0.2581848890374912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248936286","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0039019391,0.006935438,0.015644751,0.002892556,0.0040985886,0.000020824853,0.0001203561,0.00015688101,0.96622854],"genre_scores_gemma":[0.104698375,0.00847109,0.0075801774,0.0012103962,0.0041263443,0.00005583359,0.00016152195,0.0004755596,0.87322074],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996654,0.00007743091,0.000015992444,0.000055004006,0.00014708049,0.000039209473],"domain_scores_gemma":[0.99977165,0.000052743773,0.00001492726,0.000039546758,0.000086284694,0.000034818248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006271982,0.0008130536,0.00046317765,0.0020830857,0.0016177061,0.0031272839,0.0007548383,0.00069448346,0.023910215],"category_scores_gemma":[0.0011533996,0.00024619765,0.0003819664,0.0017755487,0.0023864827,0.003983006,0.001177962,0.0028497644,0.009735865],"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":[0.000003548706,0.000005363442,0.000016597078,0.000027797814,0.0000014680227,0.000009552993,0.00011326294,0.000061744824,0.0001303442,0.970379,0.016439931,0.012811347],"study_design_scores_gemma":[0.0000059575627,0.000008252449,0.00010479653,0.00004050667,0.0000034304942,0.00009595059,0.00006746752,0.00038670356,0.0002302857,0.70838326,0.2906665,0.000006951612],"about_ca_topic_score_codex":0.0011070237,"about_ca_topic_score_gemma":0.0011004945,"teacher_disagreement_score":0.023910215,"about_ca_system_score_codex":0.0019498384,"about_ca_system_score_gemma":0.0012085065,"threshold_uncertainty_score":0.079987645},"labels":[],"label_agreement":null},{"id":"W4285239277","doi":"10.1007/978-981-16-7246-0","title":"A Second Course in Analysis","year":2022,"lang":"en","type":"book","venue":"HBA lecture notes in mathematics","topic":"Mathematical and Theoretical Analysis","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":"Queen's University","funders":"","keywords":"Algebra over a field; Measure (data warehouse); Fourier transform; Course (navigation); Algebraic number; Computer science; Topology (electrical circuits); Mathematics; Pure mathematics; Physics; Mathematical analysis; Combinatorics; Data mining","score_opus":0.019419370271087404,"score_gpt":0.2880747952693149,"score_spread":0.2686554249982275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285239277","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009752664,0.005967184,0.009601174,0.007600157,0.006616662,0.00004167216,0.0006854962,0.00044416997,0.9680683],"genre_scores_gemma":[0.0034867788,0.0010544304,0.0014458238,0.000789855,0.0009737799,0.000022451048,0.00023250558,0.00029490798,0.99169946],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99963534,0.000053767897,0.000010836465,0.000075935466,0.00017774782,0.00004629587],"domain_scores_gemma":[0.9994917,0.00014800236,0.0000141556075,0.00007136453,0.00015093728,0.00012375593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046003217,0.0011886066,0.001224645,0.0017735738,0.0018168463,0.0042405683,0.00089951884,0.0013014363,0.23982817],"category_scores_gemma":[0.0012169813,0.00048678595,0.0011804405,0.0016549802,0.0009235289,0.003192451,0.0015875417,0.003416568,0.11066412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029252322,0.000059441285,0.00013667838,0.000081287995,0.0000068293457,0.000038896836,0.00016360071,0.0002489071,0.0005413285,0.083283685,0.8202093,0.09520082],"study_design_scores_gemma":[0.000005295185,0.0000202056,0.00049865735,0.00007936604,0.000004946823,0.00006667889,0.0000813882,0.00036270483,0.00022707014,0.03910489,0.9595429,0.0000058605538],"about_ca_topic_score_codex":0.0019884943,"about_ca_topic_score_gemma":0.0059119686,"teacher_disagreement_score":0.23982817,"about_ca_system_score_codex":0.0023939004,"about_ca_system_score_gemma":0.001337175,"threshold_uncertainty_score":0.80230516},"labels":[],"label_agreement":null}]}