{"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","author_layer_release":"2026-06-26"},"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","authors":[],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001141492,0.0006347924,0.0008476785,0.002015724,0.001540239,0.003758142,0.001268022,0.001526607,0.01670365],"category_scores_gemma":[0.003893544,0.0003291963,0.0006471447,0.001235644,0.001746613,0.00496386,0.002870413,0.003659796,0.003554425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001447161,"about_ca_system_score_gemma":0.0009122824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001044111,"about_ca_topic_score_gemma":0.0008216058,"domain_scores_codex":[0.9985102,0.0002281496,0.00006422189,0.000442793,0.0005328397,0.0002217881],"domain_scores_gemma":[0.9979174,0.0004656044,0.000195802,0.0003300866,0.0007699471,0.0003212722],"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":[0.00003998165,0.00002172359,0.0001001727,0.0000238425,0.000008943412,0.00001889345,0.00003372763,0.0003814338,0.001755506,0.9770553,0.00316325,0.01739724],"study_design_scores_gemma":[0.00002063174,0.00004581282,0.0003565367,0.00001809434,0.00001202831,0.0002243497,0.00007044467,0.01616863,0.004475832,0.9497249,0.0288519,0.0000308331],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06015097,0.0009929007,0.8195894,0.003313532,0.001402285,0.0000816039,0.0004987745,0.001168021,0.1128024],"genre_scores_gemma":[0.6481076,0.001356705,0.1952293,0.003004675,0.001668636,0.0001898221,0.001101993,0.0009081165,0.148433],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01670365,"threshold_uncertainty_score":0.05587935,"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","authors":[{"name":"Tsuyoshi Andô","is_ca":false},{"name":"Chandler Davis","is_ca":true},{"name":"Tanvi Jain","is_ca":false},{"name":"Fuad Kıttaneh","is_ca":false},{"name":"Mohammad Sal Moslehian","is_ca":false},{"name":"Ilya M. Spitkovsky","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002083966,0.001011143,0.0009286056,0.001354688,0.001378305,0.002474085,0.001388257,0.001269762,0.01425934],"category_scores_gemma":[0.006358612,0.0004053285,0.0004942729,0.001942812,0.002021539,0.003133148,0.002027183,0.004674553,0.009089211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001266045,"about_ca_system_score_gemma":0.002113825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001079662,"about_ca_topic_score_gemma":0.0007659208,"domain_scores_codex":[0.9970471,0.0009115846,0.0001142013,0.0004938125,0.001196928,0.0002364079],"domain_scores_gemma":[0.9967545,0.001265301,0.0001385129,0.0003446703,0.001229943,0.0002671169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009250299,0.0001183644,0.0003016671,0.0005625476,0.00003976247,0.0003192213,0.0005503966,0.002041901,0.002790208,0.7323071,0.1136698,0.1472066],"study_design_scores_gemma":[0.00002138186,0.00007477109,0.0004062341,0.0002368973,0.00004279601,0.001413979,0.000212714,0.003634903,0.00436064,0.2797208,0.7097824,0.00009251657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01592429,0.09200758,0.2883793,0.07084554,0.04556504,0.0001459443,0.0007441214,0.0007834524,0.4856048],"genre_scores_gemma":[0.2897235,0.0957916,0.1419618,0.01673522,0.03010527,0.0002612228,0.0009231853,0.0006012938,0.4238969],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01425934,"threshold_uncertainty_score":0.04770225,"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","authors":[{"name":"Dan Kučerovský","is_ca":true}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001150907,0.0002844151,0.0003507299,0.001934421,0.001015001,0.001940404,0.0004919058,0.0006257276,0.004079438],"category_scores_gemma":[0.002838998,0.0002549306,0.0003924103,0.0005062058,0.003377136,0.003025293,0.00238608,0.001068358,0.0002464978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00075992,"about_ca_system_score_gemma":0.0003618713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004677532,"about_ca_topic_score_gemma":0.0002380373,"domain_scores_codex":[0.9989625,0.000224481,0.00006303014,0.000207814,0.0002640186,0.0002781636],"domain_scores_gemma":[0.9978404,0.0008724895,0.0002525035,0.0002074149,0.0002355132,0.0005916179],"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":[0.00004657777,0.00007797899,0.00222404,0.00001720473,0.000008544798,0.0001467792,0.0006889164,0.0005009971,0.004859678,0.9862379,0.0002489941,0.004942547],"study_design_scores_gemma":[0.00003221687,0.00009488319,0.004669143,0.00001964047,0.00001403419,0.0003710276,0.0006085708,0.01351568,0.01020428,0.9677399,0.00270357,0.0000270784],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665806,0.0001205665,0.01889099,0.000221178,0.00002608333,0.00001659318,0.00002971985,0.00006638136,0.01404798],"genre_scores_gemma":[0.9968341,0.00003999769,0.001531824,0.000022459,0.00002238296,0.00001620721,0.0000382695,0.00001067787,0.001484067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004079438,"threshold_uncertainty_score":0.01364708,"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","authors":[{"name":"Man-Duen Choi","is_ca":true},{"name":"Pei Yuan Wu","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001759056,0.001436979,0.001004851,0.003061201,0.001888885,0.004586118,0.001195245,0.001557932,0.01255688],"category_scores_gemma":[0.002818686,0.0006136225,0.001294131,0.001513308,0.004230589,0.007427522,0.003406675,0.003628197,0.002235369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00104611,"about_ca_system_score_gemma":0.000728938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004311756,"about_ca_topic_score_gemma":0.0003105848,"domain_scores_codex":[0.9982665,0.0004030152,0.00009021346,0.0003691578,0.0006466172,0.0002244759],"domain_scores_gemma":[0.9981574,0.0004340729,0.0001589629,0.0002107999,0.0005992892,0.0004395146],"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":[0.00001808012,0.00001565967,0.00004869507,0.00001217235,0.000004866677,0.00005997323,0.0001484905,0.000067501,0.0007163768,0.9954734,0.0006015392,0.002833232],"study_design_scores_gemma":[0.000008190887,0.00001922475,0.00009984836,0.000006674607,0.000006846784,0.0002849644,0.000081003,0.001317359,0.0007527607,0.9923428,0.005067684,0.00001254056],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2520828,0.00183131,0.4275158,0.003024451,0.003071788,0.0001276601,0.0004480384,0.0007872098,0.311111],"genre_scores_gemma":[0.740095,0.001393738,0.07578755,0.0007766641,0.001541317,0.0001561426,0.0005427864,0.0007562149,0.1789506],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01255688,"threshold_uncertainty_score":0.04200697,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}