{"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":"5785a8822d10","filters":{"venue":"Special Issues"}},"results":[{"id":"W1893031497","doi":"","title":"Managing Longevity Risk in Defined Benefit Pension Plans","year":2012,"lang":"en","type":"article","venue":"Special Issues","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Longevity; Longevity risk; Life expectancy; Pension; Actuarial science; Business; Asset (computer security); Risk management; Investment (military); Economics; Finance; Gerontology; Political science; Medicine; Computer science; Population; Environmental health","authors":[{"name":"Guy Coughlan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02440800382177901,"gpt":0.3111456096861128,"spread":0.2867376058643338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006389862,0.0005289753,0.0005739254,0.0009209193,0.001226997,0.00448231,0.001199133,0.001926136,0.002065798],"category_scores_gemma":[0.008951135,0.000429692,0.0007464926,0.0006682856,0.001728027,0.00368677,0.00428059,0.002045164,0.0001804936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003037504,"about_ca_system_score_gemma":0.003612067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00423209,"about_ca_topic_score_gemma":0.005161256,"domain_scores_codex":[0.9970683,0.001449505,0.0001302132,0.0002495038,0.0006584881,0.000443892],"domain_scores_gemma":[0.9975876,0.001109909,0.000542849,0.0001752976,0.0002233353,0.0003610509],"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":[0.0001568171,0.0002067106,0.01021598,0.000109644,0.0001099613,0.0007301598,0.002220125,0.1456774,0.001207037,0.767017,0.003403291,0.06894581],"study_design_scores_gemma":[0.00008445969,0.0004398401,0.006308559,0.000272656,0.000125032,0.0003704397,0.002029012,0.2192491,0.001291236,0.7413673,0.02836309,0.00009921543],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4778967,0.006257926,0.4253483,0.01491169,0.0003720462,0.0005016748,0.0002592691,0.0001875507,0.07426494],"genre_scores_gemma":[0.9704366,0.001032938,0.02437838,0.000142998,0.00007485647,0.00005868305,0.00005722338,0.00001176406,0.003806581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006389862,"threshold_uncertainty_score":0.03379321,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2786736101","doi":"","title":"How Should Pension Funds Manage Risk","year":2000,"lang":"en","type":"article","venue":"Special Issues","topic":"Italian Literature and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pension; Business; Risk management; Actuarial science; Pension fund; Finance; Global assets under management; Institutional investor","authors":[{"name":"Keith P. Ambachtsheer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02635021558607842,"gpt":0.2314234521603173,"spread":0.2050732365742389,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01087551,0.0004696531,0.0006124452,0.001433557,0.00227097,0.01157834,0.001128378,0.009265119,0.009043185],"category_scores_gemma":[0.07931642,0.0002639722,0.0004077113,0.00129982,0.002972323,0.01075018,0.002597742,0.004989814,0.003828087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003712755,"about_ca_system_score_gemma":0.01206735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01915668,"about_ca_topic_score_gemma":0.0170296,"domain_scores_codex":[0.9946125,0.00183011,0.0002131841,0.000319507,0.001907751,0.001117054],"domain_scores_gemma":[0.9875574,0.003745636,0.001372595,0.0006828138,0.003817312,0.002824266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008551787,0.00006719856,0.004331313,0.0001548541,0.00007525495,0.0001088211,0.001181293,0.001485321,0.0001575238,0.3558441,0.5411342,0.09537461],"study_design_scores_gemma":[0.00006902668,0.00005244727,0.00397889,0.0008572558,0.00005259783,0.0001320282,0.00144037,0.0009762561,0.0003081771,0.2028895,0.7891777,0.00006581398],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006461164,0.01491646,0.003386031,0.8776799,0.003701002,0.00006019797,0.0002149142,0.0002446172,0.09333569],"genre_scores_gemma":[0.5570651,0.03279918,0.01044319,0.2414089,0.01404101,0.0002608426,0.0002958199,0.0003934783,0.1432925],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01915668,"threshold_uncertainty_score":0.05751586,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2177760998","doi":"","title":"Taking Flight: Why Canadian De-Risking Is Poised to Take Off","year":2013,"lang":"en","type":"article","venue":"Special Issues","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Action plan; Business; Pension plan; Action (physics); Pension; Economics; Finance; Management; Geography","authors":[{"name":"Brent Simmons","is_ca":false},{"name":"H P Wolfe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02126294793531465,"gpt":0.3036811414886333,"spread":0.2824181935533187,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007288088,0.0004358621,0.0004405494,0.001347487,0.0333635,0.01380032,0.002934871,0.007547327,0.02265843],"category_scores_gemma":[0.02586603,0.0004966308,0.000764234,0.002861478,0.008748551,0.004518745,0.004469857,0.01278629,0.002036525],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1054722,"about_ca_system_score_gemma":0.2730365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9889857,"about_ca_topic_score_gemma":0.9929263,"domain_scores_codex":[0.9842198,0.001216041,0.0002867835,0.001124298,0.006768072,0.006385006],"domain_scores_gemma":[0.9650967,0.002000788,0.001003797,0.0008287058,0.01710905,0.01396087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009325177,0.00006756092,0.01970951,0.0001611746,0.00004171245,0.0008071288,0.02153043,0.0002490148,0.0008194288,0.1221198,0.7773154,0.05708549],"study_design_scores_gemma":[0.00003279579,0.00003350635,0.02958766,0.0003157673,0.00002702248,0.0002761421,0.03531433,0.0003627345,0.000342513,0.007394285,0.9261378,0.0001754533],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0682366,0.004743726,0.001666714,0.6910604,0.00504566,0.0001144141,0.0008138135,0.0002588407,0.2280599],"genre_scores_gemma":[0.6751969,0.004841421,0.002293024,0.170175,0.0007101546,0.00006907368,0.0006695027,0.00044162,0.1456033],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8945279,"threshold_uncertainty_score":0.7652577,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2786450641","doi":"","title":"The Canadian Pension Risk Settlement Market: An Opportunity for Expansion?","year":2016,"lang":"en","type":"article","venue":"Special Issues","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Settlement (finance); Pension; Economics; Pension fund; Market risk; Business; Finance","authors":[{"name":"Tom Ault","is_ca":false},{"name":"Azita Bassiji","is_ca":false},{"name":"Nathan LaPierre","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02420913063965793,"gpt":0.263312661166013,"spread":0.2391035305263551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003432185,0.000324924,0.0004633923,0.002230447,0.007060595,0.009684754,0.001976794,0.002516659,0.03467407],"category_scores_gemma":[0.008193105,0.0002411447,0.0006260778,0.002416709,0.005492266,0.006799051,0.004150057,0.002670465,0.002247018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04764155,"about_ca_system_score_gemma":0.1330227,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.914288,"about_ca_topic_score_gemma":0.9548466,"domain_scores_codex":[0.995359,0.0002195932,0.00005662045,0.0001931719,0.002058687,0.002112999],"domain_scores_gemma":[0.992574,0.0005726589,0.0003729519,0.000231796,0.003187422,0.003061167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002294034,0.0001782287,0.02477939,0.0005052584,0.00003004361,0.001975462,0.009024901,0.0006057916,0.002108171,0.3191727,0.3466653,0.2947254],"study_design_scores_gemma":[0.00005036307,0.00006260849,0.06914134,0.0004711732,0.0000206678,0.000572481,0.01771953,0.001245682,0.0004570685,0.01932512,0.8908041,0.0001299005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.138628,0.01537608,0.001469577,0.5987865,0.001857777,0.0001177775,0.001907615,0.0004058829,0.2414508],"genre_scores_gemma":[0.8956978,0.01351143,0.003435956,0.02911113,0.001130992,0.00005282767,0.001017943,0.0001459982,0.05589602],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08571202,"threshold_uncertainty_score":0.3456652,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}