{"meta":{"query_hash":"b9a25c1daeb3","filters":{"venue":"Advances in Operator Theory"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/b9a25c1daeb3","api":"https://metacan.xera.ac/api/v1/cohort?venue=Advances+in+Operator+Theory"},"results":[{"id":"W2701592860","doi":"10.15352/aot.1710-1241","title":"$C^*$-algebra distance filters","year":2018,"lang":"en","type":"article","venue":"Advances in Operator Theory","topic":"Advanced Operator Algebra Research","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Instytut Matematyczny, Polskiej Akademii Nauk; York University","keywords":"Filter (signal processing); Noise (video); Measure (data warehouse); Digital filter","score_opus":0.02263129941995424,"score_gpt":0.369073533458294,"score_spread":0.3464422340383398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2701592860","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":[0.80759484,0.008680078,0.10309701,0.00032197704,0.0016808108,0.0014985227,0.000069608504,0.00054639997,0.07651075],"genre_scores_gemma":[0.9750617,0.0003840991,0.021542326,0.0004731511,0.00037929346,0.0001452549,0.000003940058,0.00009342774,0.001916772],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974212,0.0003528375,0.0004678441,0.0005878609,0.000431873,0.00073838],"domain_scores_gemma":[0.9978228,0.00090299034,0.00008171459,0.0008417806,0.00018444506,0.00016624882],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011241349,0.0003037396,0.00037572216,0.00016147831,0.00021957987,0.00006319151,0.00070158846,0.000101519145,0.0011128794],"category_scores_gemma":[0.0015458775,0.000263714,0.00006928036,0.0006354179,0.0007407696,0.0010825482,0.0001909875,0.00038203105,0.0003526195],"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":[0.00023946988,0.000117836615,0.0017183266,0.000064943495,0.000015271913,0.00004194961,0.0008498495,0.000015821726,0.0012376207,0.97905874,0.00036395682,0.01627619],"study_design_scores_gemma":[0.0010057376,0.00024176521,0.0001553812,0.0001654289,0.000008502014,0.000014233415,0.0009897753,0.00016351005,0.021643072,0.9210939,0.053969078,0.00054964836],"about_ca_topic_score_codex":0.0000016661672,"about_ca_topic_score_gemma":0.00011917327,"teacher_disagreement_score":0.1674669,"about_ca_system_score_codex":0.00019082087,"about_ca_system_score_gemma":0.000083471125,"threshold_uncertainty_score":0.9999815},"labels":[],"label_agreement":null},{"id":"W3010437194","doi":"10.1007/s43036-020-00046-w","title":"Products of two normal operators","year":2020,"lang":"en","type":"article","venue":"Advances in Operator Theory","topic":"Holomorphic and Operator Theory","field":"Mathematics","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":"University of Toronto","funders":"","keywords":"Product (mathematics); Mathematics; Operator (biology); Hilbert space; Complement (music); Separable space; Pure mathematics; Space (punctuation); Combinatorics; Computer science; Mathematical analysis; Chemistry; Geometry; Repressor","score_opus":0.027908690792400825,"score_gpt":0.3171092141421324,"score_spread":0.28920052334973156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010437194","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":[0.977548,0.0044503063,0.0016331149,0.00038994718,0.00036819777,0.0005688078,0.00003680032,0.00012263333,0.014882205],"genre_scores_gemma":[0.9919726,0.00022409251,0.006327054,0.0009824461,0.00022822816,0.00003919463,0.0000039091765,0.000054381602,0.00016804856],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99793893,0.00041885558,0.0005933309,0.000430005,0.00026454616,0.00035431713],"domain_scores_gemma":[0.99882203,0.00035226982,0.00011659829,0.00041774267,0.00014448632,0.000146861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009983662,0.00026349956,0.0005107225,0.00007375696,0.0000715425,0.00001953963,0.0004910327,0.00007784456,0.00046188768],"category_scores_gemma":[0.0012918463,0.0002214573,0.00006595202,0.0005432357,0.00027368296,0.0006101358,0.00013675567,0.000310201,0.00007166237],"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":[0.00026770838,0.00016292493,0.0029700806,0.0002595871,0.000027946728,0.000048482998,0.003619266,0.00026040393,0.011057921,0.9770431,0.0002105442,0.004072028],"study_design_scores_gemma":[0.0063936077,0.00088582776,0.0001508059,0.0004199816,0.00010853256,0.00004211576,0.0071893414,0.0004563745,0.55509996,0.3890774,0.0384793,0.0016967482],"about_ca_topic_score_codex":0.0000023199996,"about_ca_topic_score_gemma":0.0000069159632,"teacher_disagreement_score":0.5879657,"about_ca_system_score_codex":0.00003330007,"about_ca_system_score_gemma":0.00012647458,"threshold_uncertainty_score":0.90307665},"labels":[],"label_agreement":null},{"id":"W3036410246","doi":"10.1007/s43036-020-00088-0","title":"Rajendra Bhatia and his mathematical achievements","year":2020,"lang":"en","type":"article","venue":"Advances in Operator Theory","topic":"Mathematical Inequalities and Applications","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":"University of Toronto","funders":"","keywords":"Mathematics; Applied mathematics; Calculus (dental); Medicine; Orthodontics","score_opus":0.04873904063806412,"score_gpt":0.348682945447927,"score_spread":0.2999439048098629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036410246","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":[0.60570276,0.0054885973,0.26619887,0.0072932295,0.0001775222,0.002323888,0.000121823454,0.00050928403,0.11218402],"genre_scores_gemma":[0.93416595,0.0004712234,0.061458413,0.002589072,0.0001410304,0.0002614344,0.000005990974,0.000061285005,0.0008455956],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99879396,0.00011360622,0.00042940336,0.00026327575,0.00017085313,0.00022892741],"domain_scores_gemma":[0.99861366,0.00090801984,0.000068191024,0.00024284399,0.000026325108,0.00014093773],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004051459,0.0001697774,0.0003152041,0.00002754585,0.000077279314,0.0000403853,0.00020470531,0.000055466873,0.0009222063],"category_scores_gemma":[0.00071792013,0.00013597115,0.000038630038,0.00014892839,0.00013228663,0.0002607494,0.0001232356,0.00015777766,0.000082025435],"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":[0.000017472492,0.00008812903,0.000068920934,0.00031412597,0.000010469045,0.000003039081,0.0017760702,0.000002567323,0.00020858744,0.9946449,0.00017130011,0.0026944089],"study_design_scores_gemma":[0.00038106914,0.000047303416,0.000009046708,0.00008507661,0.000015565807,0.0000033259766,0.0018012996,0.0007078091,0.0007849295,0.9867867,0.009191436,0.00018639205],"about_ca_topic_score_codex":5.24334e-7,"about_ca_topic_score_gemma":0.0000017758769,"teacher_disagreement_score":0.3284632,"about_ca_system_score_codex":0.000018860599,"about_ca_system_score_gemma":0.0000132954865,"threshold_uncertainty_score":0.99999106},"labels":[],"label_agreement":null},{"id":"W3106813029","doi":"10.1007/s43036-020-00104-3","title":"Co-actions, Isometries, and isomorphism classes of Hilbert modules","year":2020,"lang":"en","type":"article","venue":"Advances in Operator Theory","topic":"Advanced Operator Algebra Research","field":"Mathematics","cited_by":1,"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 Fredericton; University of New Brunswick","funders":"Instytut Matematyczny, Polskiej Akademii Nauk; Natural Sciences and Engineering Research Council of Canada; Polska Akademia Nauk; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Queen's University Belfast","keywords":"Mathematics; Pure mathematics; Multiplicative function; Unitary operator; Isomorphism (crystallography); Hilbert space; Hilbert's basis theorem; Unitary state; Functor; Semigroup; Hilbert's fourteenth problem; Equivalence (formal languages); Action (physics); Hilbert R-tree; Algebra over a field; Projective Hilbert space; Discrete mathematics; Rigged Hilbert space; Mathematical analysis","score_opus":0.05646048532560738,"score_gpt":0.37498711445422894,"score_spread":0.31852662912862156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106813029","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":[0.947515,0.028878491,0.01428935,0.0010106046,0.00020659225,0.00094195263,0.00015045691,0.00016298973,0.0068445685],"genre_scores_gemma":[0.98028314,0.004442675,0.014501784,0.0003818932,0.00008325798,0.000058262493,0.0000062810127,0.00005578214,0.00018694016],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982598,0.00025114656,0.00046433875,0.00039140697,0.00032038975,0.00031294124],"domain_scores_gemma":[0.99796355,0.0013310072,0.00010343036,0.00032457538,0.0001185652,0.0001588758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045443163,0.00022030881,0.00046571795,0.00017036419,0.00010225036,0.000030762832,0.0002978898,0.000090557456,0.00025075633],"category_scores_gemma":[0.0022857503,0.00019713723,0.000045342647,0.0006232661,0.00042529136,0.0008143196,0.00009727613,0.00032832456,0.000018529092],"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":[0.00038153323,0.00019783151,0.007363841,0.00048326323,0.00005244294,0.000029140494,0.0015587402,0.00013839867,0.014666162,0.9566043,0.00043224238,0.018092118],"study_design_scores_gemma":[0.0035799376,0.0009123154,0.0008149106,0.00031427055,0.000050638802,0.00003859162,0.008709743,0.0007549424,0.20845762,0.6673509,0.107881665,0.0011345007],"about_ca_topic_score_codex":0.0000034742511,"about_ca_topic_score_gemma":0.000016349468,"teacher_disagreement_score":0.2892534,"about_ca_system_score_codex":0.000059127004,"about_ca_system_score_gemma":0.00007022728,"threshold_uncertainty_score":0.80390227},"labels":[],"label_agreement":null}]}