{"meta":{"query_hash":"e59d90bb7881","filters":{"venue":"Arts et Savoirs"},"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/e59d90bb7881","api":"https://metacan.xera.ac/api/v1/cohort?venue=Arts+et+Savoirs"},"results":[{"id":"W2299870821","doi":"10.4000/aes.280","title":"Un moment spencérien aux origines de la psychologie « scientifique » française ?","year":2014,"lang":"fr","type":"article","venue":"Arts et Savoirs","topic":"Academic and Historical Perspectives in Psychology","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut d'Histoire de l'Amérique Française","funders":"","keywords":"Humanities; Philosophy","score_opus":0.04334125661612163,"score_gpt":0.390376990125765,"score_spread":0.34703573350964334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2299870821","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021966495,0.11111926,0.0014275471,0.60946417,0.019808324,0.000013229421,0.00015753752,0.000079319165,0.23596415],"genre_scores_gemma":[0.63713217,0.060933802,0.0009664745,0.059627067,0.032462575,0.00006099691,0.00011312521,0.00025632407,0.20844741],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99628,0.0017311379,0.00013089059,0.00036929562,0.00070836494,0.00078034966],"domain_scores_gemma":[0.99229723,0.0042343657,0.00084033806,0.0004084493,0.0013249555,0.0008946452],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0067608147,0.00060060306,0.00048802388,0.0021440396,0.012186318,0.019439207,0.0008755383,0.0073649087,0.01110769],"category_scores_gemma":[0.008482139,0.00037358367,0.0004186464,0.0030161508,0.022848018,0.010189491,0.00360597,0.007732494,0.0023224764],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004234466,0.000024079036,0.0004916507,0.00009025829,0.000011687628,0.00014730138,0.018868923,0.00007061278,0.00020906539,0.90956414,0.0592836,0.011196212],"study_design_scores_gemma":[0.00001004855,0.0000181032,0.001541432,0.0002525908,0.000007681543,0.0001740693,0.007153038,0.00005932432,0.00019344289,0.05172198,0.93883395,0.000034376677],"about_ca_topic_score_codex":0.07890674,"about_ca_topic_score_gemma":0.07438581,"teacher_disagreement_score":0.9878137,"about_ca_system_score_codex":0.017831443,"about_ca_system_score_gemma":0.017058441,"threshold_uncertainty_score":0.15689492},"labels":[],"label_agreement":null},{"id":"W2606333736","doi":"10.4000/aes.1045","title":"Alice Munro, voir l’invisible","year":2017,"lang":"fr","type":"article","venue":"Arts et Savoirs","topic":"Short Stories in Global Literature","field":"Arts and Humanities","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":"Humanities; Art; Philosophy","score_opus":0.0467016847244903,"score_gpt":0.31339894780467237,"score_spread":0.26669726308018205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606333736","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":[0.022185143,0.047829848,0.0034031738,0.2381602,0.00836013,0.000040575243,0.00019707349,0.00024371559,0.6795802],"genre_scores_gemma":[0.42337593,0.013830224,0.0016925544,0.035764832,0.001935185,0.00005924247,0.00007362558,0.00042144052,0.522847],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99818027,0.0009916394,0.000030469144,0.00019865838,0.0003642611,0.00023470871],"domain_scores_gemma":[0.9982634,0.00096066284,0.00014223187,0.00016488491,0.0002066667,0.00026208567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012399188,0.00046149804,0.00036576344,0.0007506444,0.012660985,0.008122119,0.0006335624,0.0029156725,0.015509413],"category_scores_gemma":[0.005078495,0.00026921797,0.00020062429,0.0008407852,0.013289535,0.008274998,0.0036621124,0.005528064,0.002957259],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008728195,0.000015851143,0.0005616702,0.0002314009,0.000009180047,0.00069683464,0.14401244,0.00007028937,0.0006044913,0.5810552,0.24772313,0.024932215],"study_design_scores_gemma":[0.0000018643522,0.000005255,0.00018048787,0.000112730995,0.0000020407515,0.00018100173,0.02030335,0.000018665874,0.00016388067,0.008996193,0.9700262,0.000008329129],"about_ca_topic_score_codex":0.013792271,"about_ca_topic_score_gemma":0.036866106,"teacher_disagreement_score":0.015509413,"about_ca_system_score_codex":0.0038429382,"about_ca_system_score_gemma":0.00247498,"threshold_uncertainty_score":0.051884174},"labels":[],"label_agreement":null},{"id":"W2807158231","doi":"10.4000/aes.1168","title":"Jules Soury (1842-1915), traducteur de Ernst Haeckel","year":2018,"lang":"fr","type":"article","venue":"Arts et Savoirs","topic":"Historical and Literary Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Philosophy; Humanities; Magnum opus; Art; Art history; Literature","score_opus":0.054512277796590604,"score_gpt":0.3174824652088704,"score_spread":0.2629701874122798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807158231","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03529802,0.12586862,0.010050163,0.09660178,0.043169484,0.00032716827,0.0032895405,0.0005869225,0.68480825],"genre_scores_gemma":[0.11701183,0.021238495,0.003282003,0.008937309,0.0033975148,0.0001575191,0.00041048953,0.00041797396,0.8451469],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987729,0.00020135051,0.00003845254,0.0004124712,0.00041246534,0.0001623732],"domain_scores_gemma":[0.99911326,0.00031314263,0.00014336154,0.000045883935,0.00025575026,0.0001285288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011336214,0.0010871063,0.00041314337,0.002713452,0.005831075,0.0037990294,0.0007309835,0.0019650878,0.019148586],"category_scores_gemma":[0.002811709,0.0004017383,0.00025832886,0.0016402971,0.00704757,0.002642741,0.002330509,0.0031615999,0.0046430603],"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":[0.00015066909,0.00003772817,0.0020110246,0.00034650633,0.000015554473,0.0009426791,0.021344777,0.00024612018,0.0009893326,0.41179684,0.48129606,0.08082271],"study_design_scores_gemma":[0.0000031876734,0.0000073984133,0.001020452,0.0001032992,0.0000015733453,0.00008421134,0.0006249804,0.00001724417,0.00021666104,0.0020329193,0.9958794,0.00000868823],"about_ca_topic_score_codex":0.09130902,"about_ca_topic_score_gemma":0.1410494,"teacher_disagreement_score":0.09130902,"about_ca_system_score_codex":0.010879695,"about_ca_system_score_gemma":0.007787014,"threshold_uncertainty_score":0.18155509},"labels":[],"label_agreement":null},{"id":"W2901426375","doi":"10.4000/aes.1273","title":"La bibliothèque de Guillaume Budé","year":2018,"lang":"fr","type":"article","venue":"Arts et Savoirs","topic":"Historical Linguistics and Language Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Art; Humanities","score_opus":0.03367298755600099,"score_gpt":0.2872377182166454,"score_spread":0.2535647306606444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901426375","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01953204,0.088673264,0.004362521,0.026188761,0.0064124176,0.00003566608,0.00090016704,0.00019144872,0.8537038],"genre_scores_gemma":[0.26222986,0.029643225,0.00488062,0.004977874,0.0018772751,0.00008000793,0.00084838184,0.00043243688,0.6950303],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875355,0.00031221777,0.000061178456,0.00027405893,0.00048434726,0.00011458213],"domain_scores_gemma":[0.998672,0.000699927,0.00011286084,0.00010552252,0.00030857688,0.00010110897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087370066,0.00034995333,0.00031966102,0.0032746522,0.0055567794,0.005230834,0.00036882673,0.001023409,0.011864626],"category_scores_gemma":[0.002742938,0.00028357012,0.00015256235,0.0033231874,0.0036373585,0.0027450037,0.0012977578,0.002440629,0.003770173],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012660515,0.000012213754,0.0019496857,0.00036709505,0.000014935205,0.00043523745,0.030413276,0.00012990771,0.0017905089,0.5867822,0.2481142,0.12986407],"study_design_scores_gemma":[0.0000013289313,0.0000038394724,0.0015914126,0.00011730966,0.0000017082035,0.00010897807,0.0007247261,0.00001539355,0.00026683122,0.0020849076,0.9950771,0.0000063776047],"about_ca_topic_score_codex":0.03708656,"about_ca_topic_score_gemma":0.12465307,"teacher_disagreement_score":0.03708656,"about_ca_system_score_codex":0.0060045463,"about_ca_system_score_gemma":0.0034692134,"threshold_uncertainty_score":0.07374138},"labels":[],"label_agreement":null},{"id":"W3007803807","doi":"10.4000/aes.2187","title":"Michelet et La Mer","year":2019,"lang":"en","type":"article","venue":"Arts et Savoirs","topic":"Psychoanalysis and Psychopathology Research","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut d'Histoire de l'Amérique Française","funders":"","keywords":"Vitalism; Darwin (ADL); Politics; Materialism; Philosophy; Natural (archaeology); Empire; Situated; Democracy; Literature; History; Epistemology; Art history; Classics; Art; Ancient history; Law; Archaeology","score_opus":0.03730703816334682,"score_gpt":0.40125962987575264,"score_spread":0.3639525917124058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007803807","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":[0.02726543,0.15312935,0.00489437,0.12858324,0.02534911,0.00006921481,0.000867542,0.0010513092,0.65879047],"genre_scores_gemma":[0.32511562,0.029514296,0.0038240328,0.020590475,0.01320791,0.00020909116,0.00045302467,0.00036484966,0.60672075],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981957,0.0007015742,0.000054317028,0.00036929344,0.00048570492,0.00019339031],"domain_scores_gemma":[0.9992843,0.00032438093,0.00011654238,0.000048618895,0.00011958177,0.00010660814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011802657,0.0013304404,0.00059582683,0.0015010701,0.0031996898,0.005343725,0.0005096889,0.0045605837,0.025415499],"category_scores_gemma":[0.0034586806,0.00034919917,0.00065576413,0.00086892187,0.0031020036,0.0027135762,0.0015774643,0.0057455786,0.006949592],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003445699,0.00010437566,0.0012752184,0.00037551572,0.000036549154,0.0016946545,0.0054911124,0.0003230351,0.0014065707,0.664696,0.22731844,0.096934035],"study_design_scores_gemma":[0.000011513242,0.000019626359,0.0007558472,0.000076189775,0.0000029927037,0.0010102789,0.0002880521,0.00008520489,0.00034210933,0.0074461405,0.98994803,0.000013932112],"about_ca_topic_score_codex":0.007016495,"about_ca_topic_score_gemma":0.005759168,"teacher_disagreement_score":0.025415499,"about_ca_system_score_codex":0.0037246768,"about_ca_system_score_gemma":0.0013212307,"threshold_uncertainty_score":0.08502334},"labels":[],"label_agreement":null},{"id":"W4239914475","doi":"10.4000/aes.1263","title":"Avant-propos","year":2018,"lang":"fr","type":"article","venue":"Arts et Savoirs","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Philosophy","score_opus":0.08132896246994958,"score_gpt":0.3107603845897118,"score_spread":0.2294314221197622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239914475","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012251049,0.058437012,0.015276197,0.034869764,0.051287428,0.00020712898,0.0025115043,0.0014077384,0.8237523],"genre_scores_gemma":[0.043492794,0.01559199,0.0067802165,0.005982193,0.005050463,0.00016566055,0.0018579387,0.0008475598,0.9202312],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970893,0.0006293581,0.00015609647,0.0006259776,0.0011396823,0.00035963688],"domain_scores_gemma":[0.99784565,0.00047585752,0.00009085607,0.0002608561,0.0010268101,0.00029998706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021722629,0.0011595992,0.0006668952,0.0027437585,0.00453081,0.009972844,0.0013024681,0.0029483275,0.10349708],"category_scores_gemma":[0.0064868312,0.000395667,0.0010282486,0.002354814,0.002010438,0.004555491,0.0032218853,0.0031648986,0.051662683],"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":[0.00019497077,0.00008168434,0.0018292079,0.0006484397,0.000043799177,0.0008848584,0.005643881,0.000555428,0.001925035,0.30976483,0.46055588,0.21787205],"study_design_scores_gemma":[0.000003572645,0.000008694002,0.00018522181,0.00012879125,0.0000044384587,0.00011376175,0.00040180073,0.000042685442,0.0002875625,0.003236495,0.9955806,0.000006342707],"about_ca_topic_score_codex":0.0130644385,"about_ca_topic_score_gemma":0.027284795,"teacher_disagreement_score":0.10349708,"about_ca_system_score_codex":0.0064199916,"about_ca_system_score_gemma":0.004634986,"threshold_uncertainty_score":0.34623224},"labels":[],"label_agreement":null},{"id":"W4283022335","doi":"10.4000/aes.4594","title":"Les lettres d’Italie de Rabelais éditées par messieurs de Sainte-Marthe ou l’invention d’un recueil épistolaire","year":2022,"lang":"fr","type":"article","venue":"Arts et Savoirs","topic":"Renaissance Literature and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Art; Humanities","score_opus":0.030624566310133997,"score_gpt":0.25909719287294786,"score_spread":0.22847262656281386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283022335","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14463368,0.024795217,0.0030591583,0.015378106,0.01095358,0.0001249898,0.0010763226,0.00026435978,0.7997145],"genre_scores_gemma":[0.6127553,0.0074693044,0.0017274722,0.0021523049,0.0025949636,0.00009306885,0.00039951722,0.00039203258,0.372416],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992317,0.00029358544,0.000030216406,0.00012118499,0.00022382055,0.000099410456],"domain_scores_gemma":[0.9986358,0.0008066451,0.00015943244,0.00013745535,0.0001587883,0.00010186932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009317145,0.0005247889,0.00022669771,0.0015766713,0.0032886206,0.0027239968,0.00047493825,0.00082025205,0.018294457],"category_scores_gemma":[0.0037050697,0.0002100805,0.00019102689,0.0013709218,0.0043773027,0.0014279683,0.0014569646,0.0020427397,0.0030908394],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047122184,0.000038015864,0.0034399214,0.0021129656,0.00003933946,0.002685621,0.27285355,0.00021596206,0.0077632004,0.3897801,0.20250738,0.118092775],"study_design_scores_gemma":[0.0000068196478,0.00001997942,0.004267421,0.00024008263,0.0000059285285,0.0002684281,0.009738953,0.000023676826,0.00088566745,0.0010590457,0.9834714,0.000012684125],"about_ca_topic_score_codex":0.009046873,"about_ca_topic_score_gemma":0.044256005,"teacher_disagreement_score":0.018294457,"about_ca_system_score_codex":0.0025465812,"about_ca_system_score_gemma":0.0019600098,"threshold_uncertainty_score":0.061201036},"labels":[],"label_agreement":null}]}