{"meta":{"query_hash":"757728318c73","filters":{"venue":"International Year Book and Statesmen's Who's Who"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/757728318c73","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Year+Book+and+Statesmen%27s+Who%27s+Who"},"results":[{"id":"W4231636198","doi":"10.1163/1570-6664_iyb_com_state_3068","title":"Northwest Territories","year":2014,"lang":"en","type":"dataset","venue":"International Year Book and Statesmen's Who's Who","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.006746950963695139,"score_gpt":0.257019033481201,"score_spread":0.2502720825175058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231636198","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000087676446,0.000070244445,0.000040016443,0.000035477497,0.000020530939,0.0000070701553,0.9966342,0.00017878576,0.002926005],"genre_scores_gemma":[0.00027799222,0.00010744203,0.00013776713,0.000041171756,0.00000769653,0.00004164885,0.9932066,0.00009345949,0.006086263],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989925,0.00010979885,0.000095846655,0.00032151752,0.00026809637,0.0002122059],"domain_scores_gemma":[0.997288,0.00044639534,0.00025768843,0.0005776834,0.0010736936,0.00035655542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061356166,0.0021480578,0.0018513819,0.005600941,0.0012576076,0.0039606635,0.0019501685,0.0013229764,0.21672684],"category_scores_gemma":[0.0047494466,0.0009313089,0.0011561426,0.012129828,0.0004199929,0.0015613738,0.0023284426,0.0018144033,0.32885092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003180108,0.000009535366,0.0006818065,0.00016799108,0.000009077294,0.0000111414465,0.000014513957,0.000097181925,0.000022971171,0.00031862294,0.99554694,0.0030884985],"study_design_scores_gemma":[0.000046764064,0.0000055800174,0.0031874392,0.0002298191,0.000012230389,0.00002602229,0.000093409086,0.00014382205,0.00008875301,0.00060590805,0.99554646,0.000013705174],"about_ca_topic_score_codex":0.13490482,"about_ca_topic_score_gemma":0.2103244,"teacher_disagreement_score":0.8650952,"about_ca_system_score_codex":0.0018921753,"about_ca_system_score_gemma":0.0055354456,"threshold_uncertainty_score":0.7250235},"labels":[],"label_agreement":null},{"id":"W4233383303","doi":"10.1163/1570-6664_iyb_sim_person_26466","title":"Fridman, Prof. Gerald Henry Louis, MA, BCL, LL.M, QC (Ontario), FRSC","year":2014,"lang":"en","type":"dataset","venue":"International Year Book and Statesmen's Who's Who","topic":"Legal Systems and Judicial Processes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"St louis; Art; Art history","score_opus":0.011119779279840127,"score_gpt":0.2809018343251173,"score_spread":0.26978205504527714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233383303","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025350694,0.00023789803,0.00014798708,0.00046297684,0.00008611569,0.00001746489,0.9938929,0.00041008674,0.004491063],"genre_scores_gemma":[0.0009512332,0.00019988863,0.0004359073,0.00014591732,0.000033404485,0.00006745626,0.98996615,0.00011479568,0.008085132],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989845,0.00017344214,0.00007843578,0.00030883658,0.00030809612,0.00014667072],"domain_scores_gemma":[0.99631554,0.00071478006,0.0002985902,0.0007022825,0.001355893,0.0006129674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015504261,0.0012440427,0.0010518363,0.0036560057,0.0009875958,0.0027999058,0.0017959849,0.0011361538,0.10020343],"category_scores_gemma":[0.008591543,0.0004888179,0.0007022674,0.004263523,0.00038291508,0.0013523232,0.0014922242,0.0013986696,0.16126408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016351187,0.000003904518,0.0007201548,0.00005678216,0.0000030252334,0.000003960593,0.000005059375,0.0000509848,0.0000117843165,0.00016957226,0.99686986,0.0020885523],"study_design_scores_gemma":[0.000055438028,0.0000056097797,0.004113908,0.00013025175,0.000008654749,0.000027209398,0.000059084767,0.0003539107,0.00011491672,0.00060030015,0.99451965,0.000011146818],"about_ca_topic_score_codex":0.09599133,"about_ca_topic_score_gemma":0.23393506,"teacher_disagreement_score":0.9040087,"about_ca_system_score_codex":0.0024969748,"about_ca_system_score_gemma":0.0040505407,"threshold_uncertainty_score":0.33521384},"labels":[],"label_agreement":null},{"id":"W4240824345","doi":"10.1163/1570-6664_iyb_sim_org_40510","title":"University of Toronto Faculty of Law","year":2014,"lang":"en","type":"dataset","venue":"International Year Book and Statesmen's Who's Who","topic":"Conflict of Laws and Jurisdiction","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Law; Library science; Sociology; Political science; Media studies; Computer science","score_opus":0.01397937474049559,"score_gpt":0.29564319088668084,"score_spread":0.28166381614618524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240824345","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00031411208,0.00017647537,0.00007065854,0.00013141918,0.000032522043,0.000008347103,0.9965366,0.00031568782,0.0024141679],"genre_scores_gemma":[0.0016606365,0.00029181386,0.0003486927,0.00005331783,0.000017670827,0.000065481436,0.9911601,0.00013520663,0.006267105],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857676,0.00015139683,0.00011337217,0.00036899254,0.0005191287,0.0002704191],"domain_scores_gemma":[0.99432915,0.0011029682,0.0005602697,0.0011276182,0.0019525405,0.00092732493],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011541409,0.001607351,0.0014010326,0.006756955,0.0013254011,0.0040293476,0.0015994094,0.0012395799,0.10193646],"category_scores_gemma":[0.012344963,0.00087693334,0.0007716476,0.010770201,0.00069482945,0.001352329,0.0021214837,0.0018320804,0.122778066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029342184,0.000010599141,0.0018798296,0.00017235182,0.000010980634,0.00001288287,0.000025214558,0.0001630175,0.000018681254,0.00042007116,0.99334186,0.003915139],"study_design_scores_gemma":[0.000100160745,0.000013027003,0.013492417,0.0003129389,0.000028843733,0.000051316638,0.00016281666,0.0006738196,0.00017440777,0.0012078357,0.9837563,0.00002622888],"about_ca_topic_score_codex":0.19565296,"about_ca_topic_score_gemma":0.30768672,"teacher_disagreement_score":0.89806354,"about_ca_system_score_codex":0.003234307,"about_ca_system_score_gemma":0.009102827,"threshold_uncertainty_score":0.38902825},"labels":[],"label_agreement":null},{"id":"W4242767973","doi":"10.1163/1570-6664_iyb_com_state_3048","title":"Prince Edward Island","year":2014,"lang":"en","type":"dataset","venue":"International Year Book and Statesmen's Who's Who","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History; Geography; Genealogy","score_opus":0.0037376541305415498,"score_gpt":0.20683340643319226,"score_spread":0.2030957523026507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242767973","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024977676,0.00012166449,0.000044924902,0.00006023507,0.0000338759,0.000010379125,0.9936306,0.00026566998,0.0055828905],"genre_scores_gemma":[0.00082405884,0.00025435077,0.00018337189,0.00007831571,0.000016179201,0.000052385534,0.9811514,0.00013726155,0.01730264],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99950576,0.000032061547,0.000047461774,0.00016625486,0.00014305094,0.000105429375],"domain_scores_gemma":[0.99821115,0.00026245287,0.00016805666,0.0003407933,0.00076980854,0.000247771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037776772,0.0016932485,0.0011875712,0.004224998,0.00090496737,0.0026156327,0.0011857281,0.0008121631,0.17426431],"category_scores_gemma":[0.00345145,0.000628929,0.0007474344,0.009023762,0.00029432002,0.0012385725,0.0016103642,0.0015246193,0.27734846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028759861,0.0000066490284,0.00088136323,0.00014109262,0.000007027865,0.000012979179,0.000011056406,0.000072184266,0.000020416017,0.00016511517,0.99414814,0.004505319],"study_design_scores_gemma":[0.0000384638,0.000007608301,0.0082301255,0.000195742,0.000012478833,0.0000335775,0.00011218821,0.00014749843,0.00012793689,0.00048107252,0.9905998,0.000013528242],"about_ca_topic_score_codex":0.112953104,"about_ca_topic_score_gemma":0.14712816,"teacher_disagreement_score":0.8870469,"about_ca_system_score_codex":0.0012674604,"about_ca_system_score_gemma":0.0032970293,"threshold_uncertainty_score":0.58297217},"labels":[],"label_agreement":null},{"id":"W4244611847","doi":"10.1163/1570-6664_iyb_com_state_3041","title":"British Columbia","year":2014,"lang":"en","type":"dataset","venue":"International Year Book and Statesmen's Who's Who","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.00920458577490741,"score_gpt":0.2836489359185933,"score_spread":0.2744443501436859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244611847","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020849406,0.00013551566,0.00004889514,0.00008114661,0.00004133227,0.000011678731,0.9926016,0.00027691925,0.0065945117],"genre_scores_gemma":[0.00088567985,0.00019934117,0.00018713623,0.00007903402,0.000011023094,0.000046315577,0.97975326,0.00013133144,0.018707005],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99926645,0.000055680695,0.000059167425,0.00022442489,0.00021855974,0.00017566007],"domain_scores_gemma":[0.9973826,0.00025928867,0.00013322975,0.0005101598,0.0014084332,0.00030623458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050615374,0.0017384231,0.0014646198,0.0051223678,0.0017955011,0.0037657104,0.0018132145,0.001250266,0.16422231],"category_scores_gemma":[0.00417171,0.0007331361,0.0009059699,0.011377773,0.00046125377,0.0009783435,0.0015651428,0.001642919,0.2218575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000317136,0.0000073199813,0.00054039387,0.00010059635,0.0000067722262,0.000012222602,0.000008001015,0.00007881295,0.000022713784,0.00023125435,0.9950596,0.0039005643],"study_design_scores_gemma":[0.000049012117,0.0000047022763,0.0053380337,0.00019689782,0.000013579731,0.000026955624,0.00007918967,0.00029382014,0.00014610618,0.00067627075,0.99315697,0.000018393308],"about_ca_topic_score_codex":0.563466,"about_ca_topic_score_gemma":0.6994028,"teacher_disagreement_score":0.436534,"about_ca_system_score_codex":0.0048642675,"about_ca_system_score_gemma":0.010335832,"threshold_uncertainty_score":0.87820965},"labels":[],"label_agreement":null},{"id":"W4244811535","doi":"10.1163/1570-6664_iyb_com_state_3059","title":"Saskatchewan","year":2014,"lang":"en","type":"dataset","venue":"International Year Book and Statesmen's Who's Who","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.005808123226877127,"score_gpt":0.24634187900011886,"score_spread":0.24053375577324174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244811535","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012596045,0.00006660712,0.00007207484,0.0000586721,0.000026418234,0.000009395542,0.9949073,0.0004093372,0.004324191],"genre_scores_gemma":[0.0005085284,0.00017746497,0.000311103,0.000078545745,0.0000059127406,0.000049463826,0.9864829,0.00018197812,0.0122040985],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918824,0.0000814093,0.000062248655,0.00026785958,0.0001977438,0.00020240225],"domain_scores_gemma":[0.9974427,0.0003565924,0.00012436124,0.00069546234,0.0010710048,0.00030985332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067403086,0.0019654133,0.0015323354,0.005101132,0.0014899366,0.004206584,0.0019576289,0.0011114702,0.1725829],"category_scores_gemma":[0.0052263197,0.000936546,0.0010690173,0.014746262,0.0004948678,0.0013294207,0.00201908,0.0018392465,0.29132286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047360587,0.000010211342,0.00057743845,0.0001379986,0.000012816261,0.000013860299,0.000014819801,0.00014423026,0.00003859204,0.00050729007,0.9939697,0.004525704],"study_design_scores_gemma":[0.00006587051,0.0000048173993,0.0033690948,0.0002192503,0.000018099057,0.000017385619,0.00011565376,0.00028188995,0.00017197934,0.0015834973,0.99412966,0.000022750804],"about_ca_topic_score_codex":0.4216973,"about_ca_topic_score_gemma":0.63440686,"teacher_disagreement_score":0.57830274,"about_ca_system_score_codex":0.0043936316,"about_ca_system_score_gemma":0.012384222,"threshold_uncertainty_score":0.8384855},"labels":[],"label_agreement":null},{"id":"W4245877263","doi":"10.1163/1570-6664_iyb_sim_person_27187","title":"Graham of Edmonton, Lord (Thomas) Edward","year":2014,"lang":"en","type":"dataset","venue":"International Year Book and Statesmen's Who's Who","topic":"Reformation and Early Modern Christianity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History; Psychoanalysis; Art; Genealogy; Psychology","score_opus":0.013514676849837188,"score_gpt":0.23603102395809153,"score_spread":0.22251634710825435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245877263","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005405996,0.00068863435,0.00022158769,0.0008287249,0.00026264245,0.000017356831,0.9935946,0.0007212106,0.0031246012],"genre_scores_gemma":[0.0017229934,0.00045568086,0.0005031412,0.0002867266,0.000062368796,0.00006548698,0.9887213,0.00019474208,0.007987566],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990637,0.00014571597,0.00006682201,0.00024606026,0.00030038678,0.00017735164],"domain_scores_gemma":[0.9976101,0.0006542236,0.00017897022,0.00047298378,0.00078249286,0.00030121446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012942515,0.0018011361,0.0012031323,0.0043682074,0.00090173876,0.003928102,0.0016809745,0.0017147984,0.07742248],"category_scores_gemma":[0.010279245,0.0006626305,0.00089638995,0.0052742367,0.00050046894,0.001781233,0.002078018,0.0017723546,0.10796446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028899367,0.0000069758485,0.00058359455,0.00009534041,0.000006656788,0.0000067901597,0.000007723121,0.00012328073,0.000015138942,0.00020026685,0.9962304,0.0026948377],"study_design_scores_gemma":[0.00013482038,0.0000143477155,0.0038921826,0.00032834028,0.00002114054,0.00005418811,0.000127343,0.0007119993,0.00015673689,0.0016987812,0.99283946,0.000020698852],"about_ca_topic_score_codex":0.052440003,"about_ca_topic_score_gemma":0.09886969,"teacher_disagreement_score":0.07742248,"about_ca_system_score_codex":0.0011873682,"about_ca_system_score_gemma":0.0031387932,"threshold_uncertainty_score":0.25900394},"labels":[],"label_agreement":null}]}