{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"ddd35d9e1f86","filters":{"venue":"North-Holland mathematical library"}},"results":[{"id":"W2490492671","doi":"10.1016/s0924-6509(02)80009-5","title":"Almost Free Modules Revisited","year":2002,"lang":"en","type":"book-chapter","venue":"North-Holland mathematical library","topic":"Rings, Modules, and Algebras","field":"Mathematics","cited_by":41,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Geology; Computer science","authors":[{"name":"Paul C. Eklof","is_ca":false},{"name":"Alan H. Mekler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03771688463208387,"gpt":0.2334115290256901,"spread":0.1956946443936062,"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":[0.0001931922,0.001186766,0.001893018,0.0003379384,0.0002189425,0.0002979319,0.001321817,0.0009134308,0.01770027],"category_scores_gemma":[0.0003670821,0.0009718781,0.0007335417,0.0001215135,0.000281833,0.0005461901,0.0007888449,0.001050536,0.003015877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002890739,"about_ca_system_score_gemma":0.00006191936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.569261e-7,"about_ca_topic_score_gemma":0.000003139839,"domain_scores_codex":[0.9955873,0.0000537678,0.001527002,0.001059363,0.0009973798,0.0007751482],"domain_scores_gemma":[0.9953211,0.000957459,0.0006366487,0.002479824,0.00007672951,0.0005282509],"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":[0.00002388268,0.0001449123,0.00008923822,0.001571559,0.0002185596,0.000214491,0.0001284887,2.557981e-7,0.000001910903,0.7470775,0.2495249,0.001004299],"study_design_scores_gemma":[0.0005895822,0.00008010166,0.0000693529,0.001221717,0.000262724,0.0001027476,0.000006377998,0.00009048078,0.00003085254,0.8009875,0.1955959,0.0009626381],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001994145,0.001281756,0.0006148351,0.0005216823,0.0001750361,0.001047371,0.0006848502,0.00123719,0.9924431],"genre_scores_gemma":[0.001272151,0.001146838,0.032376,0.0005794158,0.001591653,0.00005232266,0.0004317306,0.0006907495,0.9618592],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05392898,"threshold_uncertainty_score":0.9992732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2499696380","doi":"10.1016/s0924-6509(02)80017-4","title":"Some Constructions in ZFC","year":2002,"lang":"en","type":"book-chapter","venue":"North-Holland mathematical library","topic":"Advanced Topology and Set Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Mathematics","authors":[{"name":"Paul C. Eklof","is_ca":false},{"name":"Alan H. Mekler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03521166755594757,"gpt":0.255633410537039,"spread":0.2204217429810915,"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":[0.0001134041,0.0005899004,0.001105337,0.0003211719,0.0001218277,0.00003961494,0.0003864955,0.0008068132,0.01254794],"category_scores_gemma":[0.0001450197,0.0005102868,0.0002928807,0.00007151482,0.0005221573,0.0004432393,0.0002230547,0.001077868,0.001405442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000231201,"about_ca_system_score_gemma":0.00006768398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.861648e-7,"about_ca_topic_score_gemma":0.000004945347,"domain_scores_codex":[0.9976832,0.00005377564,0.0009466416,0.0005461189,0.0002921343,0.0004781605],"domain_scores_gemma":[0.997472,0.00124009,0.0002913509,0.0007601879,0.00002047237,0.0002158336],"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":[0.0000299604,0.0001038964,0.0001287475,0.0003512197,0.0000789932,0.0002393684,0.0001319491,0.000001036495,5.41334e-7,0.988587,0.00988267,0.0004645818],"study_design_scores_gemma":[0.000525956,0.00004707888,0.00002374923,0.0003313968,0.00008390265,0.0001790213,0.00001694318,0.0000276697,0.000008572256,0.9490878,0.0491528,0.0005151306],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00133026,0.000803336,0.0004461847,0.0003883912,0.0002575486,0.0006429622,0.0002293301,0.0005231115,0.9953789],"genre_scores_gemma":[0.001967845,0.0007400046,0.02004117,0.0004088801,0.000711755,0.00005269706,0.0001250093,0.0002574171,0.9756952],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03949926,"threshold_uncertainty_score":0.9997349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2747951806","doi":"10.1016/s0924-6509(02)80005-8","title":"Slender Modules","year":2002,"lang":"en","type":"book-chapter","venue":"North-Holland mathematical library","topic":"Advanced Topology and Set Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science","authors":[{"name":"Paul C. Eklof","is_ca":false},{"name":"Alan H. Mekler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04604128563609982,"gpt":0.2559504728415881,"spread":0.2099091872054883,"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":[0.0001208246,0.0007923676,0.001232428,0.0001989764,0.0001786336,0.00005645182,0.0005606918,0.0009512017,0.030082],"category_scores_gemma":[0.0001405071,0.0006366931,0.0004533107,0.00004947142,0.0004137386,0.0003484479,0.0003318741,0.0009852743,0.003082877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001645409,"about_ca_system_score_gemma":0.00004144519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.901696e-8,"about_ca_topic_score_gemma":0.000001029028,"domain_scores_codex":[0.9973728,0.0000531435,0.0008930938,0.0006805286,0.0004433033,0.000557135],"domain_scores_gemma":[0.9969556,0.001246696,0.0003595173,0.001098837,0.00003493858,0.0003043962],"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":[0.00003841848,0.0001059129,0.00002141576,0.000528059,0.000188973,0.0002026126,0.0001336129,0.000001250057,4.724133e-7,0.9440019,0.05366313,0.001114283],"study_design_scores_gemma":[0.0003492891,0.00005905502,0.00001067944,0.0002342305,0.000157457,0.0001064097,0.000008397799,0.00004803979,0.00001435625,0.8390658,0.159337,0.0006092295],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002694586,0.000669338,0.00456101,0.0003178135,0.0001840126,0.0005371345,0.0002287505,0.0008444404,0.9923881],"genre_scores_gemma":[0.001076301,0.0004111781,0.03382572,0.0004451661,0.0005809458,0.0000336072,0.0001474233,0.0003381433,0.9631415],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1056739,"threshold_uncertainty_score":0.9996085,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}