{"meta":{"query_hash":"ef4cf0c83186","filters":{"venue":"VLB eBooks"},"cohort_total":13,"direct_labels_cover":0,"predictions_cover":13,"exported":13,"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/ef4cf0c83186","api":"https://metacan.xera.ac/api/v1/cohort?venue=VLB+eBooks"},"results":[{"id":"W394784130","doi":"","title":"Des enfants sous surveillance : la rééducation des jeunes délinquants au Québec (1840-1950)","year":2003,"lang":"fr","type":"book","venue":"VLB eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":8,"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":"Political science","score_opus":0.03429835162571504,"score_gpt":0.2702978455253274,"score_spread":0.23599949389961233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W394784130","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":[0.13338517,0.0069318903,0.00004585592,0.00016648666,0.002992191,0.00044001103,0.00016653702,0.00011242841,0.85575944],"genre_scores_gemma":[0.14152911,0.0013062402,0.00013638021,0.00020689209,0.0010448188,0.00004910536,0.000026640266,0.00008879653,0.855612],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961185,0.00093403447,0.00059830875,0.00072165154,0.00061741786,0.0010101259],"domain_scores_gemma":[0.99768484,0.00048864447,0.0004483998,0.0005016898,0.00028586807,0.00059056666],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0012322906,0.00047856834,0.000637998,0.0006008853,0.0040193647,0.0005269752,0.0006281714,0.0007743221,0.0009686802],"category_scores_gemma":[0.00046988757,0.0006580138,0.00034054983,0.00020145912,0.009210188,0.00021452035,0.00006118554,0.0005357384,0.0011122047],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00005978623,0.00026453778,0.055631664,0.0012503362,0.00038835563,0.00017639146,0.26109788,0.000017062102,0.000085060885,0.068091,0.0735796,0.5393583],"study_design_scores_gemma":[0.00023299005,0.000055836867,0.01244691,0.00034121118,0.00008438818,0.000025518388,0.0021151064,0.0000025402223,0.000009984287,0.00918977,0.9747628,0.00073293934],"about_ca_topic_score_codex":0.9626829,"about_ca_topic_score_gemma":0.9993467,"teacher_disagreement_score":0.9011832,"about_ca_system_score_codex":0.009906876,"about_ca_system_score_gemma":0.03115058,"threshold_uncertainty_score":0.99994457},"labels":[],"label_agreement":null},{"id":"W567427567","doi":"","title":"Aux pays des merveilles : essai sur les mythes politiques québécois","year":2006,"lang":"fr","type":"book","venue":"VLB eBooks","topic":"Canadian Identity and History","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":"Political science","score_opus":0.043297185061692875,"score_gpt":0.2474870686923063,"score_spread":0.2041898836306134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W567427567","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":[0.010413013,0.01566246,0.000013665057,0.0008820726,0.00096452417,0.00036408455,0.000492141,0.00022171316,0.9709863],"genre_scores_gemma":[0.01414701,0.0014496931,0.00011477838,0.00036555075,0.0020351736,0.000047253056,0.000060613333,0.00010197214,0.98167795],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964257,0.0005278519,0.0006534899,0.0006779267,0.0006861049,0.0010289424],"domain_scores_gemma":[0.99790394,0.0003187723,0.00039056304,0.00046817336,0.00042679347,0.00049173075],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.00058480416,0.000537867,0.00074552617,0.00079520064,0.0035630544,0.00068939244,0.0007645629,0.00092252676,0.0013857738],"category_scores_gemma":[0.00016093274,0.0006959288,0.00063594757,0.000119033975,0.009125373,0.00022589785,0.000108617096,0.00059799384,0.00044711208],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000072862827,0.00005581273,0.0002612233,0.0003510427,0.00011441316,0.00010347813,0.015347568,0.0000012652159,0.000012813001,0.7674229,0.11971371,0.096608475],"study_design_scores_gemma":[0.00016595246,0.00006004372,0.0009962826,0.00043941225,0.00015443967,0.000007977927,0.0018192662,0.0000013713754,0.000009304298,0.05240612,0.94320536,0.0007344723],"about_ca_topic_score_codex":0.99312645,"about_ca_topic_score_gemma":0.9993891,"teacher_disagreement_score":0.82349163,"about_ca_system_score_codex":0.004403919,"about_ca_system_score_gemma":0.009601016,"threshold_uncertainty_score":0.9995492},"labels":[],"label_agreement":null},{"id":"W580934540","doi":"","title":"Se souvenir de la Grande Guerre : la mémoire plurielle de 14-18 au Québec","year":2004,"lang":"fr","type":"book","venue":"VLB eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":4,"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; Moiré pattern; Art; Humanities; Physics; Optics","score_opus":0.014924093991071719,"score_gpt":0.2442675901374741,"score_spread":0.22934349614640237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W580934540","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":[0.0034636147,0.0011486695,0.00010729466,0.0008714754,0.0010323921,0.00030839656,0.00013345508,0.00012572805,0.992809],"genre_scores_gemma":[0.038712643,0.000121039586,0.00015347396,0.0005594487,0.0017299678,0.000042864624,0.000015884509,0.00008402527,0.9585807],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99687713,0.00068714045,0.0004030833,0.00053265603,0.0005143944,0.0009855932],"domain_scores_gemma":[0.99802005,0.00044854643,0.00025629112,0.00041020167,0.00007896388,0.0007859204],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0010749572,0.00040661672,0.00051378086,0.00044903558,0.002862506,0.00045031143,0.0007130224,0.001344651,0.0016353376],"category_scores_gemma":[0.00016962635,0.0005721568,0.00053144776,0.000108631466,0.0059796497,0.00010076784,0.000102293794,0.0011137178,0.00043178015],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00007098741,0.00016104833,0.00043592736,0.000569101,0.00030661502,0.0016755,0.3192937,0.00014368161,0.00005568877,0.44786885,0.13912664,0.09029226],"study_design_scores_gemma":[0.0005852051,0.00004389188,0.00026503167,0.0003989688,0.00021210175,0.00006127045,0.0011026771,0.0000059202407,0.0000073690003,0.015231783,0.9814942,0.0005915777],"about_ca_topic_score_codex":0.97585475,"about_ca_topic_score_gemma":0.9979627,"teacher_disagreement_score":0.8423676,"about_ca_system_score_codex":0.027137922,"about_ca_system_score_gemma":0.11954806,"threshold_uncertainty_score":0.99995184},"labels":[],"label_agreement":null},{"id":"W582833058","doi":"","title":"La cause du Québec","year":2002,"lang":"fr","type":"book","venue":"VLB eBooks","topic":"Social Sciences and Governance","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":"Geography","score_opus":0.04226237098046233,"score_gpt":0.2713861999275202,"score_spread":0.2291238289470579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W582833058","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":[0.007340326,0.0019159579,0.000013828384,0.0051216735,0.0019588291,0.00029317007,0.000044223474,0.000104084414,0.9832079],"genre_scores_gemma":[0.12555999,0.0004946806,0.000048000264,0.000706717,0.002657862,0.000024659086,0.000001720785,0.00003760084,0.8704688],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968388,0.0003948116,0.00039240572,0.00060558104,0.0010019257,0.0007664764],"domain_scores_gemma":[0.99817264,0.00058678933,0.00044049515,0.00032731297,0.000104138555,0.00036861072],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00069772365,0.00039762128,0.0004679943,0.000048809055,0.0010812375,0.00018884666,0.00094659714,0.0007623309,0.003370463],"category_scores_gemma":[0.0002065709,0.00039007363,0.0003494125,0.00014799026,0.003936795,0.00013556873,0.00014779015,0.0005908612,0.0026087493],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005875029,0.000061938896,0.0026671577,0.000041722185,0.000085531705,0.00020151808,0.033725582,0.0000028316326,0.0000048411084,0.4410743,0.33659077,0.18553792],"study_design_scores_gemma":[0.00016380404,0.0000533873,0.0010334275,0.00013864234,0.00007856447,0.00000810963,0.001129888,0.000024417066,0.0000029157861,0.0035483683,0.9933275,0.00049098727],"about_ca_topic_score_codex":0.48522553,"about_ca_topic_score_gemma":0.5968305,"teacher_disagreement_score":0.65673673,"about_ca_system_score_codex":0.0010828519,"about_ca_system_score_gemma":0.0035294408,"threshold_uncertainty_score":0.9998551},"labels":[],"label_agreement":null},{"id":"W584494350","doi":"","title":"La liberté du pauvre : sur la régulation du crime et de la pauvreté au XIXe siècle québécois","year":2004,"lang":"fr","type":"book","venue":"VLB eBooks","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":6,"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":"Political science; Art","score_opus":0.018266230518844476,"score_gpt":0.24801203238311342,"score_spread":0.22974580186426896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W584494350","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":[0.019593913,0.0023688234,0.0001433864,0.0014219034,0.0013524886,0.00054168014,0.000074023155,0.00027806425,0.9742257],"genre_scores_gemma":[0.5850246,0.00080924376,0.0001376016,0.0006842013,0.0023933803,0.000071258844,0.00003485557,0.00010743424,0.41073745],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947213,0.0021511032,0.000627468,0.00070483173,0.00084841,0.0009469173],"domain_scores_gemma":[0.9958444,0.002793034,0.0004379599,0.00034050425,0.00023072885,0.00035337056],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0021977162,0.0007013906,0.00084887864,0.00013796585,0.001709964,0.00032158027,0.0005997414,0.0015930927,0.00022813832],"category_scores_gemma":[0.0006696257,0.00073631044,0.0005542984,0.0001656591,0.003854234,0.00020728826,0.00023089052,0.0010178435,0.00016593846],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000022681646,0.00016004426,0.0015937359,0.00013707612,0.00025687538,0.00017000965,0.15171325,0.000032862612,0.000021852804,0.8057518,0.014949497,0.025190338],"study_design_scores_gemma":[0.0006881581,0.00009587181,0.03443071,0.00038601115,0.00020907869,0.000015845832,0.001255387,0.000018171697,0.000018650142,0.069611415,0.8925129,0.0007577604],"about_ca_topic_score_codex":0.28402725,"about_ca_topic_score_gemma":0.13531914,"teacher_disagreement_score":0.8775634,"about_ca_system_score_codex":0.004168068,"about_ca_system_score_gemma":0.009927038,"threshold_uncertainty_score":0.99970305},"labels":[],"label_agreement":null},{"id":"W585034708","doi":"","title":"Ils voulaient changer le monde : le militantisme marxiste-léniniste au Québec","year":2007,"lang":"fr","type":"book","venue":"VLB eBooks","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":5,"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":"Humanities; Art","score_opus":0.04888160547549079,"score_gpt":0.29065879883191587,"score_spread":0.24177719335642509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W585034708","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":[0.029829072,0.004645398,0.00018752288,0.011476933,0.0046734456,0.0009128198,0.00013460539,0.0001449793,0.94799525],"genre_scores_gemma":[0.24603577,0.00016079286,0.00018682584,0.00093802053,0.002656885,0.000049114336,0.000009719218,0.000066763714,0.7498961],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936428,0.00034350783,0.00087981735,0.0012368857,0.0018003819,0.0020966083],"domain_scores_gemma":[0.9970801,0.0004157754,0.0008340166,0.00066920416,0.00022802824,0.00077287207],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0020596078,0.0007237233,0.0009203466,0.00014276245,0.0028726738,0.0001813244,0.0014782733,0.0010376348,0.00035732167],"category_scores_gemma":[0.00017186771,0.00076095277,0.00070465164,0.0003491776,0.004846851,0.00024789732,0.00032799685,0.00073948473,0.00071579224],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006391897,0.0002235731,0.0019216735,0.00018456514,0.00016081068,0.0001926208,0.079713255,0.000006282749,0.00020473328,0.6896092,0.05237787,0.17534147],"study_design_scores_gemma":[0.00045347022,0.00015617475,0.003232909,0.0002887647,0.00006948196,0.0000050518333,0.0073659136,0.000028759905,0.00010369345,0.00552212,0.9818261,0.0009475425],"about_ca_topic_score_codex":0.8856215,"about_ca_topic_score_gemma":0.8789713,"teacher_disagreement_score":0.92944825,"about_ca_system_score_codex":0.0029202825,"about_ca_system_score_gemma":0.01626759,"threshold_uncertainty_score":0.9994841},"labels":[],"label_agreement":null},{"id":"W587740821","doi":"","title":"Le Québec expliqué aux immigrants","year":2007,"lang":"fr","type":"book","venue":"VLB eBooks","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":"Political science","score_opus":0.04472829238901297,"score_gpt":0.3049518093356852,"score_spread":0.26022351694667223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W587740821","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":[0.012138587,0.0031747136,0.00011849058,0.0048331157,0.0029777877,0.0004935518,0.000048400965,0.00012841495,0.9760869],"genre_scores_gemma":[0.15048185,0.00020155107,0.00011948089,0.0013933987,0.0024719564,0.000025771535,0.000004449035,0.000049193917,0.84525234],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956621,0.00018740662,0.00062078313,0.00083031616,0.00142054,0.0012788592],"domain_scores_gemma":[0.9978942,0.0003620529,0.00060648745,0.00043320493,0.00019482573,0.00050919835],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0011291804,0.00050294516,0.0006708359,0.000093092145,0.0019447646,0.00016317138,0.0013025389,0.0008611986,0.0006401283],"category_scores_gemma":[0.00015419188,0.0005278331,0.00050481415,0.00024312978,0.0039078314,0.00020534336,0.0001820212,0.00048365703,0.0012851605],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001877954,0.000053267824,0.0005565429,0.000033864562,0.00004875663,0.000060276827,0.017547347,0.0000013796339,0.000034547553,0.79522437,0.046198856,0.14022201],"study_design_scores_gemma":[0.00027429117,0.00008256964,0.0013553151,0.00019092497,0.000045487068,0.0000029472903,0.004825628,0.0000060572747,0.000058830123,0.013593739,0.9789027,0.0006614971],"about_ca_topic_score_codex":0.8891026,"about_ca_topic_score_gemma":0.92612445,"teacher_disagreement_score":0.93270385,"about_ca_system_score_codex":0.0007772624,"about_ca_system_score_gemma":0.015558284,"threshold_uncertainty_score":0.9997173},"labels":[],"label_agreement":null},{"id":"W589064320","doi":"","title":"Laissés dans l'ombre : quatorze québécois racontent leur participation volontaire à la Seconde Guerre mondiale","year":2004,"lang":"fr","type":"book","venue":"VLB eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":3,"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":"Political science; Art","score_opus":0.0239131092385103,"score_gpt":0.24846106542856733,"score_spread":0.22454795619005702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W589064320","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":[0.05215201,0.0018131236,0.00006366932,0.0005443791,0.003105908,0.0007675814,0.00030180527,0.00016632945,0.9410852],"genre_scores_gemma":[0.27596295,0.00009975685,0.000024788633,0.00035501923,0.0010123401,0.000103820006,0.00008107158,0.00007377532,0.72228646],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99629694,0.000522795,0.00075057853,0.0007787348,0.0007542075,0.0008967599],"domain_scores_gemma":[0.9978157,0.00017328803,0.00053820526,0.00056800275,0.00018111938,0.0007236628],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0005903243,0.00051181676,0.0007021532,0.000523673,0.0020034467,0.0004840053,0.00063517824,0.0010613407,0.0012711928],"category_scores_gemma":[0.00012350138,0.0007156452,0.00057193765,0.00014039714,0.0030826353,0.00027504473,0.00009365274,0.00086682633,0.00106293],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000070376,0.0002645267,0.0014526403,0.00059205614,0.00042625164,0.00083419366,0.30165395,0.00012998286,0.0002296846,0.53216565,0.022055559,0.14012513],"study_design_scores_gemma":[0.00057699304,0.00011887672,0.003322771,0.00039220098,0.00032212044,0.000012625464,0.005342005,0.000015805505,0.000018169501,0.004710085,0.9844141,0.0007542172],"about_ca_topic_score_codex":0.9421356,"about_ca_topic_score_gemma":0.9978663,"teacher_disagreement_score":0.9623586,"about_ca_system_score_codex":0.0101301,"about_ca_system_score_gemma":0.019325778,"threshold_uncertainty_score":0.99971485},"labels":[],"label_agreement":null},{"id":"W594423512","doi":"","title":"Le Québec, otage de ses alliés : les relations du Québec avec la France et les États-Unis","year":2003,"lang":"fr","type":"book","venue":"VLB eBooks","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":2,"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":"Political science; Humanities; Philosophy","score_opus":0.019483324771971712,"score_gpt":0.26555971183455335,"score_spread":0.24607638706258164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W594423512","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":[0.029961256,0.006652744,0.00074703916,0.021731295,0.00066023634,0.00043940905,0.0001118319,0.00015154984,0.9395446],"genre_scores_gemma":[0.18919797,0.0007997425,0.00057884684,0.0010462158,0.00062120426,0.00006467421,0.0000056770914,0.000059819846,0.80762583],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99593604,0.0009833995,0.0005685041,0.0007512036,0.00088768953,0.000873166],"domain_scores_gemma":[0.9969316,0.0014795294,0.0006709571,0.00038327475,0.00018357654,0.00035102683],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001335235,0.0005177018,0.00058176916,0.000071939525,0.004052823,0.00026847064,0.0009739972,0.0009309422,0.0010643954],"category_scores_gemma":[0.000615283,0.0005479265,0.0004434845,0.0002236766,0.005328098,0.00027404344,0.00012150722,0.0009828907,0.00029377488],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000073110923,0.00008914768,0.014673186,0.000044989218,0.00008217705,0.000049165174,0.056995574,0.00009616143,0.000024610288,0.828017,0.06999655,0.029924149],"study_design_scores_gemma":[0.00024400289,0.000050286515,0.0064819832,0.0002172207,0.000072541414,0.000008232057,0.0028801095,0.00004182891,0.000015652957,0.009316986,0.98003215,0.00063902163],"about_ca_topic_score_codex":0.92689407,"about_ca_topic_score_gemma":0.9588295,"teacher_disagreement_score":0.9100356,"about_ca_system_score_codex":0.000724132,"about_ca_system_score_gemma":0.024549188,"threshold_uncertainty_score":0.9998488},"labels":[],"label_agreement":null},{"id":"W59811707","doi":"","title":"Québec imaginaire et Canada réel : l'avenir en suspens","year":2008,"lang":"fr","type":"book","venue":"VLB eBooks","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":"Humanities; Political science; Art","score_opus":0.009145317908188256,"score_gpt":0.20432358424119237,"score_spread":0.1951782663330041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W59811707","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":[0.0007192389,0.0022041288,0.0000037236402,0.013377769,0.0030509855,0.0003512586,0.00032184107,0.00006326846,0.9799078],"genre_scores_gemma":[0.0081274,0.00060516864,0.000037315513,0.002867147,0.0012824531,0.000021870948,0.000040370072,0.00007467923,0.9869436],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99694115,0.000371384,0.00043880809,0.0005882045,0.00085708266,0.0008033959],"domain_scores_gemma":[0.99814296,0.00026089125,0.00027396323,0.00048740752,0.00015601382,0.0006787639],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.00030085465,0.00040743864,0.0005704486,0.00036739782,0.002136937,0.00023837382,0.000776053,0.00046339032,0.0017322969],"category_scores_gemma":[0.00010668778,0.0005954285,0.00029878554,0.000094532494,0.0030451415,0.00012337242,0.00011155973,0.0009390341,0.0006309607],"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":[0.0000061107103,0.000015410911,0.0000839908,0.00008150652,0.00008046052,0.0011534007,0.014485658,0.000002107745,0.0000041843396,0.15745,0.8029041,0.02373304],"study_design_scores_gemma":[0.00018099602,0.000027084307,0.00057435274,0.00014082025,0.00008987965,0.0000504698,0.00041181297,0.0000022462468,0.0000016692154,0.0010585764,0.9968254,0.000636689],"about_ca_topic_score_codex":0.99998116,"about_ca_topic_score_gemma":0.9999998,"teacher_disagreement_score":0.19392128,"about_ca_system_score_codex":0.02537272,"about_ca_system_score_gemma":0.1780163,"threshold_uncertainty_score":0.999668},"labels":[],"label_agreement":null},{"id":"W640219015","doi":"","title":"L'histoire en trop : la mauvaise conscience des souverainistes québécois","year":2002,"lang":"fr","type":"book","venue":"VLB eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":4,"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":"Philosophy; Political science","score_opus":0.018187297023024643,"score_gpt":0.21233197392768782,"score_spread":0.1941446769046632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W640219015","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":[0.0011537612,0.006022243,0.000019024634,0.00049825956,0.0019715352,0.00035439053,0.00020418665,0.0001291023,0.9896475],"genre_scores_gemma":[0.012888213,0.00074711815,0.00024137476,0.00044813185,0.0007839309,0.00003722871,0.0000085029005,0.000062945226,0.9847826],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99645525,0.00059751415,0.0005127528,0.0007639908,0.00078218494,0.0008882812],"domain_scores_gemma":[0.99771804,0.00061153714,0.00033048357,0.0005045503,0.00015385683,0.0006815185],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0006669872,0.00044561437,0.00059482857,0.0007041365,0.0051017487,0.00071156264,0.0010413536,0.00077825115,0.0052101524],"category_scores_gemma":[0.00026620756,0.0006121171,0.00045709615,0.00019343557,0.024310887,0.00020555923,0.00012331337,0.00074343645,0.0019262572],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000106096495,0.000064423286,0.000037966816,0.00024848332,0.0000698158,0.0004211443,0.08203712,0.0000026527778,0.00004750988,0.45467475,0.0971985,0.36518702],"study_design_scores_gemma":[0.0002333134,0.00009544657,0.00008290435,0.00031991492,0.00013241275,0.00003427547,0.0020368525,0.000013028548,0.0000025410181,0.0063239047,0.99005395,0.0006714626],"about_ca_topic_score_codex":0.6296931,"about_ca_topic_score_gemma":0.9669546,"teacher_disagreement_score":0.89285547,"about_ca_system_score_codex":0.0059720483,"about_ca_system_score_gemma":0.00838614,"threshold_uncertainty_score":0.999633},"labels":[],"label_agreement":null},{"id":"W645641244","doi":"","title":"De Marcel Ouimet à René Lévesque : les correspondants de guerre canadiens-français durant la Deuxième Guerre mondiale","year":2007,"lang":"fr","type":"book","venue":"VLB eBooks","topic":"Canadian Identity and History","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":"Humanities; Art; Political science","score_opus":0.01776423930114011,"score_gpt":0.2395675300237256,"score_spread":0.2218032907225855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W645641244","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":[0.041901864,0.0021469374,0.00013322989,0.00031454657,0.002597197,0.00070319866,0.0011676654,0.00015570615,0.95087963],"genre_scores_gemma":[0.12421108,0.00039573517,0.00038033928,0.0008202249,0.0016317029,0.00005250743,0.000087123815,0.00016901577,0.8722523],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99377716,0.0010180101,0.0008962107,0.0010011657,0.0009850594,0.0023224172],"domain_scores_gemma":[0.9959186,0.0006946197,0.0005414219,0.0007984944,0.00018850269,0.0018583989],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0021486557,0.00076620764,0.0009865244,0.0017813357,0.0032341853,0.00069052767,0.0013798927,0.0019891658,0.0023639034],"category_scores_gemma":[0.00042048946,0.001087863,0.00067878666,0.00033515276,0.004896461,0.00017736388,0.00017356485,0.001666464,0.00063312025],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00036430132,0.000176177,0.0016643108,0.00073459436,0.0005454521,0.011184191,0.1980206,0.000043898806,0.00094296783,0.17158091,0.15077333,0.46396926],"study_design_scores_gemma":[0.0005869156,0.00009120585,0.004424735,0.0005679438,0.00032801682,0.00024572032,0.0021279322,0.000036766487,0.00004449048,0.0027720493,0.9876262,0.0011480191],"about_ca_topic_score_codex":0.9724321,"about_ca_topic_score_gemma":0.9955805,"teacher_disagreement_score":0.83685285,"about_ca_system_score_codex":0.009154944,"about_ca_system_score_gemma":0.015288818,"threshold_uncertainty_score":0.99930644},"labels":[],"label_agreement":null},{"id":"W657304129","doi":"","title":"Histoire de la bande dessinée au Québec","year":2008,"lang":"fr","type":"book","venue":"VLB eBooks","topic":"Comics and Graphic Narratives","field":"Arts and Humanities","cited_by":3,"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":"Art; Geography","score_opus":0.02095261049666055,"score_gpt":0.21570169888805357,"score_spread":0.19474908839139302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W657304129","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":[0.011215327,0.0068718004,0.000027435959,0.0006016483,0.0012988944,0.00023759773,0.00014040248,0.00008903585,0.9795179],"genre_scores_gemma":[0.10867239,0.00026631544,0.000059172842,0.0003460427,0.00207596,0.000038789698,0.00003027215,0.000098938806,0.8884121],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980173,0.00024120543,0.0004746169,0.00045526327,0.00024565787,0.000565934],"domain_scores_gemma":[0.99845743,0.00049446983,0.0002856144,0.00043878081,0.00010164758,0.00022204776],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0002475789,0.0005718152,0.00060400605,0.0002552602,0.0030143482,0.00023964226,0.00037679277,0.00045324897,0.0008024176],"category_scores_gemma":[0.000028078604,0.00054793974,0.00048137756,0.000011251136,0.0049259407,0.000057569396,0.00010901822,0.0008212627,0.00010499661],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040147534,0.000074730364,0.00030167252,0.00015107245,0.0001866412,0.00021921498,0.049170863,0.000001336103,0.000034099565,0.88033736,0.03973877,0.029744115],"study_design_scores_gemma":[0.00046669046,0.00012625806,0.0003018322,0.00040823876,0.00012370302,0.00009853008,0.00077638123,0.00002469996,0.000025230374,0.01715263,0.97986,0.00063579885],"about_ca_topic_score_codex":0.08602059,"about_ca_topic_score_gemma":0.18107468,"teacher_disagreement_score":0.94012123,"about_ca_system_score_codex":0.00129528,"about_ca_system_score_gemma":0.005219707,"threshold_uncertainty_score":0.9996972},"labels":[],"label_agreement":null}]}