{"meta":{"query_hash":"389928e33b58","filters":{"venue":"Fides eBooks"},"cohort_total":8,"direct_labels_cover":0,"predictions_cover":8,"exported":8,"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/389928e33b58","api":"https://metacan.xera.ac/api/v1/cohort?venue=Fides+eBooks"},"results":[{"id":"W1544518298","doi":"","title":"Les meilleurs contes fantastiques québécois du XIXe siècle","year":2001,"lang":"fr","type":"book","venue":"Fides eBooks","topic":"Historical and Literary Analyses","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; Political science","score_opus":0.04340466348723611,"score_gpt":0.23770551369184642,"score_spread":0.1943008502046103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1544518298","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13245751,0.027447172,0.0021413455,0.017812943,0.003880082,0.000081944,0.0013103303,0.00019174296,0.81467694],"genre_scores_gemma":[0.19719535,0.0054891915,0.000890078,0.0014429202,0.00032253753,0.00006921031,0.0002245817,0.00014049433,0.7942256],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99893373,0.00027505815,0.00002103983,0.0001509539,0.0003460741,0.00027310694],"domain_scores_gemma":[0.99937266,0.00022030094,0.000033934295,0.000026866674,0.00018638908,0.0001597605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073011575,0.001276671,0.00057445123,0.0016841816,0.01701355,0.0071038078,0.00072117196,0.0027825532,0.041387953],"category_scores_gemma":[0.0028458012,0.0005204528,0.0005432325,0.002116079,0.0048119556,0.0021213687,0.0015258183,0.006779726,0.003118926],"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":[0.00044399968,0.00011777888,0.0073465123,0.00029412966,0.000065865206,0.003404707,0.08693243,0.0008423745,0.0029801354,0.49987337,0.25270656,0.14499207],"study_design_scores_gemma":[0.000020517198,0.000018645045,0.0075465282,0.00016153854,0.000008200929,0.00039641527,0.011516589,0.0001603325,0.0004153572,0.0018621597,0.9778656,0.000028185306],"about_ca_topic_score_codex":0.8816581,"about_ca_topic_score_gemma":0.94818676,"teacher_disagreement_score":0.11834192,"about_ca_system_score_codex":0.031811003,"about_ca_system_score_gemma":0.01323285,"threshold_uncertainty_score":0.2380777},"labels":[],"label_agreement":null},{"id":"W1568301598","doi":"","title":"Le français au Québec : 400 ans d'histoire et de vie","year":2008,"lang":"fr","type":"book","venue":"Fides eBooks","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":12,"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","score_opus":0.025517031778885303,"score_gpt":0.29278598404924505,"score_spread":0.26726895227035974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1568301598","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03192156,0.25139707,0.004300892,0.028177032,0.0073417146,0.0001432107,0.0077197272,0.00040544718,0.6685932],"genre_scores_gemma":[0.071359985,0.037720323,0.0021266814,0.0011588497,0.00023275963,0.00005266574,0.0011447088,0.00017455031,0.8860295],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996062,0.000042958254,0.000017217691,0.000059472488,0.00018347261,0.00009073722],"domain_scores_gemma":[0.9996246,0.000043973767,0.000024196264,0.00001764331,0.00023310643,0.000056484758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048898585,0.0008001396,0.00035974916,0.0021067495,0.004547182,0.0028505302,0.00065155624,0.0011213527,0.027813502],"category_scores_gemma":[0.00096953573,0.00041659616,0.00035760895,0.004960317,0.00182168,0.0010982691,0.0008047785,0.001541305,0.0026879304],"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":[0.000088668596,0.000038139053,0.006639489,0.0006187177,0.00005438164,0.0006433894,0.010182639,0.0010127904,0.0012054899,0.08809791,0.53385586,0.35756263],"study_design_scores_gemma":[0.000002935267,0.0000055164787,0.009575779,0.00016965016,0.000007692493,0.000089261775,0.0010907354,0.00007252129,0.00015082351,0.0007983302,0.9880248,0.000011908664],"about_ca_topic_score_codex":0.9870955,"about_ca_topic_score_gemma":0.9952312,"teacher_disagreement_score":0.0383725,"about_ca_system_score_codex":0.0383725,"about_ca_system_score_gemma":0.03479402,"threshold_uncertainty_score":0.2784133},"labels":[],"label_agreement":null},{"id":"W605429132","doi":"","title":"Le Canada : une histoire populaire","year":2001,"lang":"fr","type":"book","venue":"Fides 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; Art","score_opus":0.012264140280126741,"score_gpt":0.19214181706820235,"score_spread":0.17987767678807562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W605429132","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016048528,0.09225941,0.002012741,0.044088103,0.002696325,0.00007127367,0.0009442867,0.00010726447,0.84177214],"genre_scores_gemma":[0.18721531,0.050511505,0.002669832,0.005492858,0.0003690476,0.00007765135,0.0002961389,0.0001804904,0.75318724],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992083,0.00007976796,0.000013390398,0.00006863508,0.00032183607,0.00030811634],"domain_scores_gemma":[0.9996159,0.000055398206,0.000018721063,0.000015067578,0.00021658312,0.000078244935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005438998,0.0008093605,0.00043283525,0.0033777135,0.018007994,0.007944279,0.0012175519,0.0019878754,0.013701497],"category_scores_gemma":[0.0015430137,0.00049500365,0.0002754558,0.0071738623,0.008766831,0.0022540607,0.0017059321,0.0030480102,0.0010571138],"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":[0.00002786613,0.000016104072,0.0011965327,0.00015620238,0.000009301895,0.00028084326,0.016027234,0.00033018444,0.00017453294,0.6783645,0.2337395,0.069677174],"study_design_scores_gemma":[0.0000027049707,0.0000023348214,0.0012995219,0.000114173716,0.000005228727,0.00005144073,0.0044067414,0.000054387143,0.00006279941,0.006247046,0.9877428,0.000010939524],"about_ca_topic_score_codex":0.99560636,"about_ca_topic_score_gemma":0.99796885,"teacher_disagreement_score":0.105711654,"about_ca_system_score_codex":0.105711654,"about_ca_system_score_gemma":0.16488343,"threshold_uncertainty_score":0.7669953},"labels":[],"label_agreement":null},{"id":"W617344225","doi":"","title":"Histoire de la radio au Québec : information, éducation, culture","year":2007,"lang":"fr","type":"book","venue":"Fides 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","score_opus":0.01054482454666256,"score_gpt":0.2323082130313129,"score_spread":0.22176338848465035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W617344225","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031089582,0.1125913,0.0029181722,0.06432001,0.0032511577,0.00013511397,0.0011370231,0.0001841035,0.7843736],"genre_scores_gemma":[0.20886895,0.025086971,0.0016181418,0.0035841595,0.00033655376,0.00005677108,0.00019722167,0.00010115425,0.7601501],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922144,0.00014734839,0.00001772348,0.00007149766,0.00031066325,0.00023127916],"domain_scores_gemma":[0.99921155,0.00019615583,0.000044430486,0.000027780354,0.00036789424,0.00015216798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087942183,0.0006698463,0.00033589423,0.0025663844,0.012599563,0.0076233596,0.0009972778,0.0018340269,0.019779546],"category_scores_gemma":[0.0019821548,0.00038470223,0.00019251143,0.0041826214,0.008482111,0.0018549805,0.0009200997,0.0026113756,0.0012197044],"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":[0.000051789986,0.000043817407,0.0042839134,0.00037315933,0.000018456692,0.0005744651,0.058488328,0.0005312659,0.0007534612,0.415014,0.3532773,0.16659006],"study_design_scores_gemma":[0.000005065645,0.000007873242,0.008078097,0.00023002144,0.000007680275,0.00010909176,0.010368021,0.000095212075,0.00015199633,0.0031975235,0.97773015,0.000019373265],"about_ca_topic_score_codex":0.99613804,"about_ca_topic_score_gemma":0.9982414,"teacher_disagreement_score":0.098270446,"about_ca_system_score_codex":0.098270446,"about_ca_system_score_gemma":0.120767124,"threshold_uncertainty_score":0.7130053},"labels":[],"label_agreement":null},{"id":"W628758275","doi":"","title":"L'espace francophone en milieu minoritaire au Canada : nouveaux enjeux, nouvelles mobilisations","year":2008,"lang":"fr","type":"book","venue":"Fides eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":22,"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":"French; Political science; Sociology; Art; Humanities","score_opus":0.010745037763036595,"score_gpt":0.20678722747284048,"score_spread":0.1960421897098039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W628758275","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06955499,0.06717123,0.0016970604,0.121275775,0.0024611913,0.00006452593,0.00041932584,0.00011049898,0.73724544],"genre_scores_gemma":[0.41351044,0.020743912,0.0011771268,0.008612049,0.000300627,0.00005540285,0.000101815654,0.00012630745,0.55537224],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977703,0.00027285362,0.000029123263,0.00018139796,0.0005845309,0.0011618246],"domain_scores_gemma":[0.99863404,0.00026775058,0.00006956498,0.000044404977,0.0004911249,0.0004932404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011980577,0.00066497596,0.00048193792,0.001447572,0.029577615,0.011337968,0.0012085151,0.0033692953,0.013575994],"category_scores_gemma":[0.0026077293,0.00042472748,0.00028491698,0.00376716,0.013474715,0.0031005943,0.0031360085,0.004434651,0.0009848056],"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":[0.000052507858,0.000030294654,0.0018351852,0.00014237985,0.000011314995,0.0003668397,0.10740106,0.000178736,0.00036776793,0.6697208,0.15537657,0.0645166],"study_design_scores_gemma":[0.000005855474,0.000007474524,0.0041222502,0.0002635099,0.0000069386424,0.000110696994,0.03039571,0.00007362029,0.00010436416,0.007377794,0.9575087,0.000023164725],"about_ca_topic_score_codex":0.9896436,"about_ca_topic_score_gemma":0.9948431,"teacher_disagreement_score":0.10772315,"about_ca_system_score_codex":0.10772315,"about_ca_system_score_gemma":0.1799424,"threshold_uncertainty_score":0.7815898},"labels":[],"label_agreement":null},{"id":"W629923723","doi":"","title":"Victor Hugo (2003-1802) : images et transfigurations : actes du colloque \"Imago Hugolis\" organisé par le Collège de sociocritique de Montréal","year":2003,"lang":"fr","type":"book","venue":"Fides eBooks","topic":"French Literature and Critical Theory","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":"Art; Imago; Humanities; Biology; Botany","score_opus":0.010048273487385576,"score_gpt":0.21214864939369757,"score_spread":0.202100375906312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W629923723","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0113858385,0.38564894,0.0015679657,0.22714905,0.019693272,0.00017705934,0.00060905784,0.00015971772,0.35360914],"genre_scores_gemma":[0.10496556,0.046107963,0.00066226145,0.015130219,0.002785543,0.00013621477,0.00013764639,0.0002212743,0.82985324],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99923587,0.00015552544,0.00001593536,0.00012263774,0.00022912465,0.00024079294],"domain_scores_gemma":[0.999554,0.000113646005,0.00004154135,0.000016285583,0.00013525588,0.00013928158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010814756,0.0014063437,0.0005108884,0.0016943032,0.012124521,0.0063783675,0.0014341528,0.005460471,0.016275804],"category_scores_gemma":[0.0014323988,0.0006643099,0.00032555874,0.0033745207,0.0060465164,0.0033442513,0.002337371,0.004684912,0.0021740412],"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":[0.000032410207,0.000018829245,0.0005139737,0.00011806533,0.0000053307417,0.0002361666,0.0165337,0.00011464629,0.00023790923,0.17600268,0.77859217,0.027594067],"study_design_scores_gemma":[0.000004590651,0.000004285038,0.0008600222,0.00008831593,0.0000022619358,0.000044611792,0.0018081419,0.000014347296,0.00009856207,0.0018631828,0.9952022,0.000009440979],"about_ca_topic_score_codex":0.85778457,"about_ca_topic_score_gemma":0.94004786,"teacher_disagreement_score":0.85778457,"about_ca_system_score_codex":0.041560836,"about_ca_system_score_gemma":0.026274461,"threshold_uncertainty_score":0.3015464},"labels":[],"label_agreement":null},{"id":"W630610829","doi":"","title":"Une brève histoire du Canada","year":2005,"lang":"fr","type":"book","venue":"Fides 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":"Political science","score_opus":0.00935298182390603,"score_gpt":0.18284868169472693,"score_spread":0.1734956998708209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W630610829","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008109887,0.08201808,0.0021882209,0.054520767,0.005723456,0.000058411322,0.00086535874,0.0001147371,0.84640104],"genre_scores_gemma":[0.11610439,0.045288716,0.0025555377,0.008630822,0.0006897583,0.000074687276,0.00025379765,0.0001985185,0.8262038],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983752,0.00017502352,0.000031344756,0.0001662048,0.00073643605,0.0005157899],"domain_scores_gemma":[0.9992625,0.0001009935,0.000023597135,0.000034106262,0.00047551404,0.00010325232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085044256,0.00095293,0.0006167825,0.00386079,0.01833676,0.00898441,0.0012937014,0.0026441077,0.02064017],"category_scores_gemma":[0.0025868018,0.00057719595,0.0004651552,0.007107235,0.0099327,0.0024644097,0.0018148058,0.004931691,0.0017673791],"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":[0.00002829613,0.000012496719,0.0005461832,0.000108381835,0.000009933728,0.00020324619,0.0063946364,0.00026562507,0.00015385653,0.7145686,0.23604389,0.041664835],"study_design_scores_gemma":[0.0000033202332,0.0000023392838,0.0006646783,0.000113147136,0.0000056662825,0.000050354898,0.001848784,0.00005031093,0.000056177894,0.008290639,0.9889014,0.0000132523255],"about_ca_topic_score_codex":0.99595475,"about_ca_topic_score_gemma":0.99751794,"teacher_disagreement_score":0.12386735,"about_ca_system_score_codex":0.12386735,"about_ca_system_score_gemma":0.15732852,"threshold_uncertainty_score":0.89872473},"labels":[],"label_agreement":null},{"id":"W633659226","doi":"","title":"Le français au Québec : les nouveaux défis","year":2005,"lang":"fr","type":"book","venue":"Fides eBooks","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":9,"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":0.027483536296861382,"score_gpt":0.26878455048345845,"score_spread":0.24130101418659708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W633659226","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05326514,0.21483998,0.0032621648,0.08144003,0.0042613205,0.000079715915,0.0020864885,0.00020941744,0.6405557],"genre_scores_gemma":[0.33687702,0.068127014,0.003535592,0.0089573115,0.000660735,0.00010312289,0.0006607299,0.000277594,0.58080095],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99907863,0.00018708226,0.00003408672,0.00011879544,0.00032372918,0.00025771034],"domain_scores_gemma":[0.99932265,0.0001374151,0.000042078438,0.000040103045,0.00034837463,0.000109454006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083206285,0.00084715197,0.00046055586,0.0020852578,0.007049886,0.0069431737,0.0010004,0.0020000916,0.014499981],"category_scores_gemma":[0.0019090418,0.0004670067,0.00036943675,0.0053472873,0.0045421664,0.0024277258,0.0012633138,0.0028960798,0.0011205401],"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":[0.00007935326,0.00005156529,0.0073901713,0.0004556477,0.000075132884,0.00086237554,0.018266888,0.00082179916,0.00074210233,0.48089823,0.30004373,0.19031298],"study_design_scores_gemma":[0.000009689643,0.000010069813,0.011401256,0.000462029,0.000023889874,0.00018972621,0.006252385,0.00025339916,0.00016740614,0.006776481,0.9744203,0.00003344322],"about_ca_topic_score_codex":0.9909614,"about_ca_topic_score_gemma":0.9942312,"teacher_disagreement_score":0.046161197,"about_ca_system_score_codex":0.046161197,"about_ca_system_score_gemma":0.047654998,"threshold_uncertainty_score":0.33492452},"labels":[],"label_agreement":null}]}