{"meta":{"query_hash":"4b74e47106d7","filters":{"venue":"National Gallery of Canada eBooks"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/4b74e47106d7","api":"https://metacan.xera.ac/api/v1/cohort?venue=National+Gallery+of+Canada+eBooks"},"results":[{"id":"W196657091","doi":"","title":"ItuKiagâtta! : Inuit sculpture from the collection of the TD Bank Financial Group","year":2005,"lang":"en","type":"book","venue":"National Gallery of Canada eBooks","topic":"Indigenous Studies and Ecology","field":"Health Professions","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":"Sculpture; Group (periodic table); Financial system; Art; Business; Economics; Visual arts; Physics","score_opus":0.01760691387496268,"score_gpt":0.2692665774819603,"score_spread":0.25165966360699765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W196657091","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020554133,0.0003511221,0.0000040589694,0.003489703,0.0030027449,0.0015837495,0.0014332875,0.000012075498,0.98806787],"genre_scores_gemma":[0.059893798,0.000039058526,0.00005413061,0.0064216857,0.0027431261,0.000175318,0.00010496303,0.00004109036,0.93052685],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971746,0.00024144685,0.0007492038,0.00024351304,0.0011047616,0.00048646354],"domain_scores_gemma":[0.9966195,0.0011193681,0.00086845335,0.00026478613,0.00108056,0.000047312154],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00062774477,0.00023716988,0.00048092025,0.000060465685,0.0029309783,0.0000026453517,0.0004692573,0.0006203122,0.0008927204],"category_scores_gemma":[0.00037330156,0.00015490275,0.00017177426,0.0000592937,0.00016937382,0.000014442009,0.0002241372,0.0011375275,0.0000042422694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006760235,0.000014611541,0.0002328398,0.00008164905,0.00018129377,0.000001194873,0.008307349,0.00004366828,0.0000055807614,0.014811813,0.97584957,0.00040280464],"study_design_scores_gemma":[0.00045376096,0.00003767884,0.022867328,0.00020179956,0.00005718655,0.0000010346404,0.0007164145,0.000009468872,0.000003686782,0.0052897604,0.9702069,0.0001549653],"about_ca_topic_score_codex":0.33452037,"about_ca_topic_score_gemma":0.9974881,"teacher_disagreement_score":0.6629677,"about_ca_system_score_codex":0.0032289317,"about_ca_system_score_gemma":0.045076694,"threshold_uncertainty_score":0.9983671},"labels":[],"label_agreement":null},{"id":"W391281231","doi":"","title":"Shine a light : surgir de l'ombre : CDN biennial : la biennale CND : 2014","year":2014,"lang":"fr","type":"book","venue":"National Gallery of Canada eBooks","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Art; Visual arts; Sculpture; Painting; Diversity (politics); Art gallery; Indigenous; Art history; Exhibition; Sociology; Anthropology","score_opus":0.02095827644814039,"score_gpt":0.24054807974792475,"score_spread":0.21958980329978436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W391281231","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031506347,0.00042464008,0.00001440396,0.019294243,0.0013312733,0.0003779831,0.00022515933,0.000027852506,0.9751538],"genre_scores_gemma":[0.044471674,0.000056086876,0.00018798119,0.0008852881,0.0015997171,0.00003246927,0.00009408747,0.000039718743,0.95263296],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99482375,0.00036162356,0.0008434273,0.00051510625,0.0026813888,0.0007746807],"domain_scores_gemma":[0.9967251,0.0008021935,0.0006363697,0.00018527743,0.0011300319,0.0005210683],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016397159,0.0004867759,0.00066951744,0.00016594921,0.0006746566,0.00008520561,0.0006811365,0.0007591198,0.0031643335],"category_scores_gemma":[0.00030822709,0.00047703035,0.0002457021,0.00014741093,0.0007410697,0.000088982815,0.00014151877,0.0006991263,0.000019710147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038540336,0.000028491926,0.0001484858,0.00007854603,0.00022220744,0.00003094205,0.0009660579,0.00007994421,0.00004505519,0.054526612,0.9366032,0.0072319563],"study_design_scores_gemma":[0.0004146376,0.000046525827,0.0015088648,0.00027174942,0.00005391476,0.00002101295,0.00019496068,0.000056908786,0.000102518614,0.0030931493,0.99368584,0.00054994354],"about_ca_topic_score_codex":0.314391,"about_ca_topic_score_gemma":0.91068125,"teacher_disagreement_score":0.5962903,"about_ca_system_score_codex":0.003068032,"about_ca_system_score_gemma":0.040018983,"threshold_uncertainty_score":0.99976814},"labels":[],"label_agreement":null},{"id":"W560257615","doi":"","title":"Index to nineteenth century Canadian catalogues of art = Index des catalogues d'art parus au Canada au 19e siècle","year":2004,"lang":"fr","type":"book","venue":"National Gallery of Canada eBooks","topic":"Historical Art and Culture Studies","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":"Index (typography); Parus; Geography; World Wide Web; Biology; Ecology; Computer science","score_opus":0.014982614777129779,"score_gpt":0.1920123796666757,"score_spread":0.17702976488954592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W560257615","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014941721,0.0008989106,0.0000042770953,0.0014665843,0.0025373336,0.0005576754,0.009218427,0.00001761564,0.983805],"genre_scores_gemma":[0.6143258,0.000022534385,0.00002310952,0.000833871,0.0012097104,0.00004463443,0.0026892652,0.00005441309,0.38079664],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950216,0.00007033973,0.0011105275,0.00057553634,0.0021581124,0.0010639066],"domain_scores_gemma":[0.9963111,0.0002078676,0.00048874615,0.000295849,0.0017406023,0.00095580344],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00023935246,0.000727074,0.0010311643,0.00035718782,0.001746343,0.000041007443,0.0005790741,0.00028266487,0.00049307867],"category_scores_gemma":[0.00019061394,0.00073169015,0.00022238279,0.00008133304,0.001486596,0.000099042,0.00012235419,0.0005106438,0.000024678015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00008222706,0.00006634503,0.0014298444,0.0006537617,0.0009101945,0.00010256311,0.010140493,0.001132534,0.0000045298316,0.15842247,0.82644427,0.0006107927],"study_design_scores_gemma":[0.00035292818,0.000115457304,0.008403956,0.0005156308,0.00008646049,0.000009323871,0.0010048166,0.000005239658,0.000020605692,0.0010933473,0.98766965,0.00072257494],"about_ca_topic_score_codex":0.99976516,"about_ca_topic_score_gemma":0.9999996,"teacher_disagreement_score":0.61283165,"about_ca_system_score_codex":0.025034407,"about_ca_system_score_gemma":0.15500446,"threshold_uncertainty_score":0.99955326},"labels":[],"label_agreement":null},{"id":"W564834666","doi":"","title":"Italian drawings from the National Gallery of Canada","year":2003,"lang":"en","type":"book","venue":"National Gallery of Canada eBooks","topic":"Renaissance and Early Modern Studies","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":"Visual arts; Art; History; Geography","score_opus":0.03454113006520103,"score_gpt":0.20960293305028568,"score_spread":0.17506180298508467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W564834666","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00033613684,0.00062706484,0.000001341975,0.001138894,0.0008328409,0.00020254088,0.0021370545,0.000008747818,0.9947154],"genre_scores_gemma":[0.08722402,0.000015052586,0.000020583399,0.0025304703,0.0010780144,0.000024072579,0.00018731874,0.00004216833,0.9088783],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99566996,0.000042569078,0.0006601518,0.0003031963,0.0030281143,0.00029601678],"domain_scores_gemma":[0.99695766,0.00051091204,0.00055779854,0.00016362923,0.0017298054,0.00008016778],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002622434,0.00034070824,0.0005190331,0.00008337829,0.0004929456,0.000050614544,0.00041621737,0.00011526869,0.0013992097],"category_scores_gemma":[0.0001356032,0.00027605522,0.00015606111,0.000013763983,0.00044063354,0.00006465071,0.000056422185,0.00032081336,0.0000018418084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016746437,0.0000079288475,0.0000111583695,0.000042501044,0.00047966174,0.000003953194,0.0011746701,0.000059218233,0.0000036762303,0.07420825,0.9239017,0.00009054673],"study_design_scores_gemma":[0.00021450692,0.000015679278,0.00028846558,0.00017823587,0.000034464258,0.0000014108133,0.00037353463,0.00000990467,0.000029216191,0.02750178,0.9710682,0.00028461215],"about_ca_topic_score_codex":0.8977226,"about_ca_topic_score_gemma":0.99845505,"teacher_disagreement_score":0.10073246,"about_ca_system_score_codex":0.00087082374,"about_ca_system_score_gemma":0.029259354,"threshold_uncertainty_score":0.9999692},"labels":[],"label_agreement":null},{"id":"W585361549","doi":"","title":"19th-century British photographs from the National Gallery of Canada","year":2011,"lang":"en","type":"book","venue":"National Gallery of Canada eBooks","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photography; Period (music); Visual arts; Context (archaeology); Art history; Art; Performance art; History; Cartography; Geography; Archaeology; Aesthetics","score_opus":0.02879720315076348,"score_gpt":0.2071871553792462,"score_spread":0.17838995222848272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W585361549","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010540526,0.00087661383,3.655383e-7,0.00007688116,0.0011290383,0.00037204236,0.011422385,0.000018523013,0.9850501],"genre_scores_gemma":[0.30572268,0.00010949616,0.000027256136,0.004001372,0.0021039539,0.00008179375,0.0015767467,0.000090204696,0.6862865],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99537677,0.00006548781,0.0007734708,0.00039383007,0.0030397943,0.00035064528],"domain_scores_gemma":[0.99650705,0.00037713716,0.000710021,0.00018692136,0.002066918,0.0001519363],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027302938,0.00039778752,0.0005467699,0.000129535,0.00047006545,0.0000723404,0.0006990517,0.0002279814,0.0046060593],"category_scores_gemma":[0.000079050085,0.00036621848,0.00032888193,0.00003448952,0.0005701213,0.00007257224,0.00007505116,0.0005690219,8.671762e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052281743,0.000037561764,0.00000896053,0.000072855444,0.0007031829,0.000012285685,0.0016839433,0.0000044562403,0.000026478989,0.06806368,0.92918456,0.00014976396],"study_design_scores_gemma":[0.00034335724,0.000030518087,0.00044003787,0.00031573957,0.00006004981,0.0000065893887,0.00051627913,0.0000048130346,0.0000969301,0.015922964,0.9818542,0.000408493],"about_ca_topic_score_codex":0.9771104,"about_ca_topic_score_gemma":0.999563,"teacher_disagreement_score":0.3046686,"about_ca_system_score_codex":0.00047346667,"about_ca_system_score_gemma":0.022584237,"threshold_uncertainty_score":0.999879},"labels":[],"label_agreement":null},{"id":"W602121715","doi":"","title":"French drawings from the National Gallery of Canada","year":2004,"lang":"en","type":"book","venue":"National Gallery of Canada eBooks","topic":"Historical Studies and Socio-cultural Analysis","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":"Visual arts; History; Art; Art history","score_opus":0.018690003328419382,"score_gpt":0.18755028369853535,"score_spread":0.16886028037011597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W602121715","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00054095767,0.00052249886,0.0000016568796,0.0153583195,0.0006910173,0.00017880842,0.002066781,0.000011006163,0.98062897],"genre_scores_gemma":[0.051714692,0.000023163091,0.000021739843,0.0019351573,0.0015003445,0.000018741159,0.00028496858,0.00002468769,0.9444765],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954214,0.000035439392,0.00070491456,0.00029400652,0.0032833538,0.00026085126],"domain_scores_gemma":[0.9965789,0.0005148046,0.0005684941,0.000117023264,0.0021179805,0.000102817394],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019312366,0.00031657072,0.0005875587,0.00005494645,0.001604832,0.00003439482,0.00046312745,0.00013077112,0.0019791115],"category_scores_gemma":[0.00015144849,0.00022741169,0.0002729423,0.000023886729,0.00040794385,0.000038251244,0.00007560656,0.00036762553,0.0000011136668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000006830296,0.000011736074,0.00000363132,0.00003293533,0.00069539837,0.000003842763,0.005082288,0.00017954658,0.0000018728666,0.060773503,0.9331279,0.00008053442],"study_design_scores_gemma":[0.00018743429,0.000014237125,0.00011474311,0.00009193019,0.00007611537,4.7159764e-7,0.00027382156,0.0000100234,0.0000032122582,0.03706132,0.96190375,0.00026294836],"about_ca_topic_score_codex":0.98643875,"about_ca_topic_score_gemma":0.9997036,"teacher_disagreement_score":0.05117373,"about_ca_system_score_codex":0.013589932,"about_ca_system_score_gemma":0.030230703,"threshold_uncertainty_score":0.99969494},"labels":[],"label_agreement":null}]}