{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"89d2b32f63f0","filters":{"venue":"˜The œCarus mathematical monographs"}},"results":[{"id":"W4229754014","doi":"10.1090/car/036/19","title":"𝑆(5,8,24)","year":2020,"lang":"en","type":"book-chapter","venue":"˜The œCarus mathematical monographs","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","authors":[{"name":"Ezra Brown","is_ca":false},{"name":"Richard H. Guy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03865303299427501,"gpt":0.2466814905652532,"spread":0.2080284575709782,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0006247495,0.001443614,0.00172835,0.0004444394,0.0003398927,0.00027363,0.001925307,0.0008863033,0.004993946],"category_scores_gemma":[0.0001015001,0.00101769,0.001693245,0.0003317243,0.001195745,0.0001229274,0.0006522865,0.00208751,0.09714381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001279902,"about_ca_system_score_gemma":0.0001189836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005076314,"about_ca_topic_score_gemma":0.00001724881,"domain_scores_codex":[0.9946941,0.0001045742,0.001434727,0.001198365,0.001638235,0.0009300229],"domain_scores_gemma":[0.9951464,0.0008259679,0.0007259686,0.002410851,0.000189759,0.0007010753],"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":[0.00007046786,0.00008934116,0.000002868205,0.000324146,0.0007537392,0.0001311032,0.0004709547,0.00000156536,0.00005582455,0.88722,0.1088725,0.002007548],"study_design_scores_gemma":[0.0003082125,0.0001103732,0.000003404747,0.0003125223,0.0006572537,0.00007692652,0.0000439893,0.0003559793,0.00001717169,0.6321236,0.3651535,0.0008370479],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002699271,0.001309703,0.001037647,0.000824335,0.0003919794,0.001733567,0.0005694065,0.001284931,0.9928215],"genre_scores_gemma":[0.04071385,0.00030551,0.008446185,0.003424747,0.002119846,0.0006314977,0.000462508,0.003650528,0.9402453],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.256281,"threshold_uncertainty_score":0.9998314,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4249447895","doi":"10.1090/car/036/13","title":"(7,3,1) and combinatorics","year":2020,"lang":"en","type":"book-chapter","venue":"˜The œCarus mathematical monographs","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Combinatorics; Algebraic combinatorics; Mathematics","authors":[{"name":"Ezra Brown","is_ca":false},{"name":"Richard H. Guy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01252474844625782,"gpt":0.1818015663474661,"spread":0.1692768179012083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002105103,0.0004943302,0.0006381941,0.0001184612,0.000119143,0.00009180595,0.0003587814,0.0003725668,0.0001338885],"category_scores_gemma":[0.000008287052,0.0003685245,0.0002988619,0.00009393039,0.0002465155,0.0000444506,0.00009075086,0.000659729,0.000369103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001861869,"about_ca_system_score_gemma":0.000007692665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.864378e-7,"about_ca_topic_score_gemma":0.00000135046,"domain_scores_codex":[0.9986343,0.00002499331,0.0004805268,0.000288317,0.0002925916,0.0002792777],"domain_scores_gemma":[0.998875,0.0002567136,0.00008172733,0.0005365765,0.00003046845,0.0002195687],"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":[0.000004575123,0.000008544376,0.000002690313,0.000568776,0.0002237,0.00002001813,0.0003041729,0.000005117269,0.00001116303,0.9947208,0.003117631,0.00101284],"study_design_scores_gemma":[0.0001569723,0.00004715626,0.000003497765,0.0001976515,0.0001617317,0.00004425573,0.00005494386,0.00156976,0.00001231411,0.9167373,0.08060268,0.0004117636],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0003634178,0.004221275,0.001992643,0.0001020258,0.0005327648,0.0006604914,0.00005795468,0.0007145955,0.9913548],"genre_scores_gemma":[0.9454187,0.0007553896,0.0002461593,0.0002155732,0.0003014049,0.0001175713,0.00003198719,0.0004122325,0.05250094],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9450553,"threshold_uncertainty_score":0.9998767,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4251009197","doi":"10.1090/car/036/20","title":"The miracle octad generator","year":2020,"lang":"en","type":"book-chapter","venue":"˜The œCarus mathematical monographs","topic":"Experimental and Theoretical Physics Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Miracle; Generator (circuit theory); Philosophy; Physics; Power (physics); Thermodynamics; Theology","authors":[{"name":"Ezra Brown","is_ca":false},{"name":"Richard H. Guy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01320118899806459,"gpt":0.2283685722502468,"spread":0.2151673832521822,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001352254,0.0005343876,0.0005519633,0.00002412463,0.0007643131,0.0001793081,0.0006477311,0.0000989103,0.0005990423],"category_scores_gemma":[0.00000402955,0.0002820419,0.000725213,0.00006970783,0.0009999258,0.0000390189,0.0004181998,0.0005937685,0.001293218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001714604,"about_ca_system_score_gemma":0.00002649898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006205711,"about_ca_topic_score_gemma":0.000001272113,"domain_scores_codex":[0.9982412,0.00003782121,0.0004990666,0.0004103004,0.000403811,0.0004077323],"domain_scores_gemma":[0.9984105,0.0004738106,0.0002023953,0.0006621926,0.00006513639,0.0001860075],"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":[0.00001447427,0.00005806325,0.000004748296,0.000020428,0.0005123535,0.000002149213,0.0002426699,2.804624e-7,0.00004221041,0.9903506,0.006167088,0.002584931],"study_design_scores_gemma":[0.0001453182,0.00005702333,9.044725e-7,0.00005049117,0.0001622793,7.543919e-7,0.0002181667,0.0001107975,0.0002086242,0.9286969,0.07001752,0.0003312377],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00006360227,0.001126875,0.001189049,0.0009943809,0.0001950824,0.000529455,0.0001161906,0.00007386423,0.9957115],"genre_scores_gemma":[0.8698325,0.00009041266,0.0005262368,0.0007067304,0.002068146,0.0003406124,0.00007442819,0.000244262,0.1261167],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8697689,"threshold_uncertainty_score":0.9999632,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4239454239","doi":"10.1090/car/036/09","title":"Geometric connections","year":2020,"lang":"en","type":"book-chapter","venue":"˜The œCarus mathematical monographs","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","authors":[{"name":"Ezra Brown","is_ca":false},{"name":"Richard H. Guy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01317536624288762,"gpt":0.2112406807700537,"spread":0.1980653145271661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001328135,0.0004033251,0.0005271491,0.000149351,0.0002539813,0.00007723922,0.0004538373,0.0002148838,0.001648123],"category_scores_gemma":[0.00002157366,0.0002600347,0.0003039155,0.000372457,0.0005532854,0.00003359955,0.0001691474,0.0004830112,0.0008341171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002736742,"about_ca_system_score_gemma":0.000005560599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.065392e-7,"about_ca_topic_score_gemma":0.000001181509,"domain_scores_codex":[0.9985689,0.000006532695,0.000421491,0.0003073107,0.0003308707,0.0003648798],"domain_scores_gemma":[0.9990276,0.0003188091,0.00006330536,0.0003662788,0.00003187702,0.0001921637],"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":[0.000004217519,0.000009172912,2.450066e-7,0.0001124058,0.0001224382,0.000006075722,0.00004996564,0.0001679427,0.00001179277,0.9875057,0.004013576,0.007996443],"study_design_scores_gemma":[0.00006683059,0.00004017983,8.820189e-7,0.00004476513,0.00007850738,0.000006853293,0.00004787453,0.000969569,0.00002022565,0.7737027,0.2247151,0.0003064964],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00003582347,0.001081399,0.04418933,0.0002296082,0.0005715045,0.0003479808,0.00009056913,0.0004512833,0.9530025],"genre_scores_gemma":[0.8395737,0.004751231,0.007448467,0.001255463,0.002518039,0.0003903874,0.00008182252,0.0005246412,0.1434563],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8395379,"threshold_uncertainty_score":0.9999852,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230966397","doi":"10.1090/car/036/17","title":"The (11,5,2) biplane, codes, designs, and groups","year":2020,"lang":"en","type":"book-chapter","venue":"˜The œCarus mathematical monographs","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Biplane; Computer science; Mathematics; Engineering; Aerospace engineering","authors":[{"name":"Ezra Brown","is_ca":false},{"name":"Richard H. Guy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01831644372717914,"gpt":0.1950487286688932,"spread":0.1767322849417141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005431853,0.0006384078,0.0006981937,0.0001056169,0.0003900953,0.000238592,0.0006456096,0.0004030365,0.00008505612],"category_scores_gemma":[0.00001720511,0.0003790551,0.0003539211,0.0001118565,0.0005017797,0.00005465626,0.0001105128,0.0007041597,0.0002874471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002108144,"about_ca_system_score_gemma":0.00001291769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002830871,"about_ca_topic_score_gemma":0.00003239367,"domain_scores_codex":[0.9980521,0.00007321888,0.0006669975,0.0003675552,0.0003924298,0.0004477171],"domain_scores_gemma":[0.9978073,0.0009935043,0.000130868,0.0007890255,0.00003402133,0.0002452617],"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":[0.0000179601,0.000008483852,0.000006485744,0.0004438229,0.0003806391,0.00002730997,0.0003744871,0.00001388393,0.00003740226,0.9889963,0.007398059,0.00229519],"study_design_scores_gemma":[0.000211993,0.00006560837,0.00001060206,0.0003046722,0.0002727159,0.0001203276,0.0001816417,0.003322375,0.00002020077,0.8115795,0.1833102,0.0006001999],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001602043,0.02526613,0.01430962,0.0005928041,0.001487615,0.00327816,0.000368332,0.002022446,0.9510729],"genre_scores_gemma":[0.9385498,0.004620749,0.001060715,0.0004885851,0.001026083,0.000511736,0.0001256287,0.0008605545,0.05275621],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9369477,"threshold_uncertainty_score":0.9998661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}