{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"b9a25c1daeb3","filters":{"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,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Instytut Matematyczny, Polskiej Akademii Nauk; York University","keywords":"Filter (signal processing); Noise (video); Measure (data warehouse); Digital filter","retraction":null,"screen_n_in":null,"score":{"opus":0.02263129941995424,"gpt":0.369073533458294,"spread":0.3464422340383398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001124135,0.0003037396,0.0003757222,0.0001614783,0.0002195799,0.00006319151,0.0007015885,0.0001015191,0.001112879],"category_scores_gemma":[0.001545878,0.000263714,0.00006928036,0.0006354179,0.0007407696,0.001082548,0.0001909875,0.0003820311,0.0003526195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001908209,"about_ca_system_score_gemma":0.00008347112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001666167,"about_ca_topic_score_gemma":0.0001191733,"domain_scores_codex":[0.9974212,0.0003528375,0.0004678441,0.0005878609,0.000431873,0.00073838],"domain_scores_gemma":[0.9978228,0.0009029903,0.00008171459,0.0008417806,0.0001844451,0.0001662488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002394699,0.0001178366,0.001718327,0.0000649435,0.00001527191,0.00004194961,0.0008498495,0.00001582173,0.001237621,0.9790587,0.0003639568,0.01627619],"study_design_scores_gemma":[0.001005738,0.0002417652,0.0001553812,0.0001654289,0.000008502014,0.00001423341,0.0009897753,0.00016351,0.02164307,0.9210939,0.05396908,0.0005496484],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8075948,0.008680078,0.103097,0.000321977,0.001680811,0.001498523,0.0000696085,0.0005464,0.07651075],"genre_scores_gemma":[0.9750617,0.0003840991,0.02154233,0.0004731511,0.0003792935,0.0001452549,0.000003940058,0.00009342774,0.001916772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1674669,"threshold_uncertainty_score":0.9999815,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Mathematics; Applied mathematics; Calculus (dental); Medicine; Orthodontics","retraction":null,"screen_n_in":null,"score":{"opus":0.04873904063806412,"gpt":0.348682945447927,"spread":0.2999439048098629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004051459,0.0001697774,0.0003152041,0.00002754585,0.00007727931,0.0000403853,0.0002047053,0.00005546687,0.0009222063],"category_scores_gemma":[0.0007179201,0.0001359711,0.00003863004,0.0001489284,0.0001322866,0.0002607494,0.0001232356,0.0001577777,0.00008202544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000188606,"about_ca_system_score_gemma":0.00001329549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.24334e-7,"about_ca_topic_score_gemma":0.000001775877,"domain_scores_codex":[0.998794,0.0001136062,0.0004294034,0.0002632758,0.0001708531,0.0002289274],"domain_scores_gemma":[0.9986137,0.0009080198,0.00006819102,0.000242844,0.00002632511,0.0001409377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001747249,0.00008812903,0.00006892093,0.000314126,0.00001046905,0.000003039081,0.00177607,0.000002567323,0.0002085874,0.9946449,0.0001713001,0.002694409],"study_design_scores_gemma":[0.0003810691,0.00004730342,0.000009046708,0.00008507661,0.00001556581,0.000003325977,0.0018013,0.0007078091,0.0007849295,0.9867867,0.009191436,0.000186392],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6057028,0.005488597,0.2661989,0.007293229,0.0001775222,0.002323888,0.0001218235,0.000509284,0.112184],"genre_scores_gemma":[0.934166,0.0004712234,0.06145841,0.002589072,0.0001410304,0.0002614344,0.000005990974,0.00006128501,0.0008455956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3284632,"threshold_uncertainty_score":0.9999911,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.05646048532560738,"gpt":0.3749871144542289,"spread":0.3185266291286216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004544316,0.0002203088,0.000465718,0.0001703642,0.0001022504,0.00003076283,0.0002978898,0.00009055746,0.0002507563],"category_scores_gemma":[0.00228575,0.0001971372,0.00004534265,0.0006232661,0.0004252914,0.0008143196,0.00009727613,0.0003283246,0.00001852909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000059127,"about_ca_system_score_gemma":0.00007022728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003474251,"about_ca_topic_score_gemma":0.00001634947,"domain_scores_codex":[0.9982598,0.0002511466,0.0004643388,0.000391407,0.0003203898,0.0003129412],"domain_scores_gemma":[0.9979635,0.001331007,0.0001034304,0.0003245754,0.0001185652,0.0001588758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003815332,0.0001978315,0.007363841,0.0004832632,0.00005244294,0.00002914049,0.00155874,0.0001383987,0.01466616,0.9566043,0.0004322424,0.01809212],"study_design_scores_gemma":[0.003579938,0.0009123154,0.0008149106,0.0003142706,0.0000506388,0.00003859162,0.008709743,0.0007549424,0.2084576,0.6673509,0.1078817,0.001134501],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.947515,0.02887849,0.01428935,0.001010605,0.0002065922,0.0009419526,0.0001504569,0.0001629897,0.006844569],"genre_scores_gemma":[0.9802831,0.004442675,0.01450178,0.0003818932,0.00008325798,0.00005826249,0.000006281013,0.00005578214,0.0001869402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2892534,"threshold_uncertainty_score":0.8039023,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.02790869079240083,"gpt":0.3171092141421324,"spread":0.2892005233497316,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009983662,0.0002634996,0.0005107225,0.00007375696,0.0000715425,0.00001953963,0.0004910327,0.00007784456,0.0004618877],"category_scores_gemma":[0.001291846,0.0002214573,0.00006595202,0.0005432357,0.000273683,0.0006101358,0.0001367557,0.000310201,0.00007166237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003330007,"about_ca_system_score_gemma":0.0001264746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000232,"about_ca_topic_score_gemma":0.000006915963,"domain_scores_codex":[0.9979389,0.0004188556,0.0005933309,0.000430005,0.0002645462,0.0003543171],"domain_scores_gemma":[0.998822,0.0003522698,0.0001165983,0.0004177427,0.0001444863,0.000146861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002677084,0.0001629249,0.002970081,0.0002595871,0.00002794673,0.000048483,0.003619266,0.0002604039,0.01105792,0.9770431,0.0002105442,0.004072028],"study_design_scores_gemma":[0.006393608,0.0008858278,0.0001508059,0.0004199816,0.0001085326,0.00004211576,0.007189341,0.0004563745,0.5551,0.3890774,0.0384793,0.001696748],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977548,0.004450306,0.001633115,0.0003899472,0.0003681978,0.0005688078,0.00003680032,0.0001226333,0.01488221],"genre_scores_gemma":[0.9919726,0.0002240925,0.006327054,0.0009824461,0.0002282282,0.00003919463,0.000003909176,0.0000543816,0.0001680486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5879657,"threshold_uncertainty_score":0.9030766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}