{"meta":{"query_hash":"9daea2ef7632","filters":{"venue":"Cahiers François Viète"},"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/9daea2ef7632","api":"https://metacan.xera.ac/api/v1/cohort?venue=Cahiers+Fran%C3%A7ois+Vi%C3%A8te"},"results":[{"id":"W3153856802","doi":"10.4000/cahierscfv.538","title":"Fifteen Years of Controversy on Solar Geoengineering in the United States, Canada, the United Kingdom and Australia","year":2020,"lang":"en","type":"article","venue":"Cahiers François Viète","topic":"Climate Change and Geoengineering","field":"Environmental Science","cited_by":1,"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":"Geoengineering; Kingdom; Political science; Equity (law); Geopolitics; Climate change; Law","score_opus":0.023757158506767538,"score_gpt":0.21545176322407578,"score_spread":0.19169460471730823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153856802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976188,0.000029203724,0.00010147838,0.0019061264,0.000059180322,0.0001745078,0.000049394188,0.0000126575505,0.00004868607],"genre_scores_gemma":[0.99745935,0.000044975186,0.000016606655,0.0023545255,0.000025279749,0.0000067563965,0.000041395557,0.000012148287,0.000038980743],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.999176,0.00003836226,0.00015185075,0.00015609336,0.00022793032,0.00024974538],"domain_scores_gemma":[0.9995227,0.00018632945,0.000040812927,0.00016519752,0.000004987324,0.00007998355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016845108,0.00011989374,0.00013157522,0.00004547092,0.000060387934,0.000018714343,0.00023210057,0.00004998793,0.00010054549],"category_scores_gemma":[0.00007147419,0.00008779913,0.000024593568,0.00058562646,0.00012309791,0.000043785196,0.000044507753,0.0002849434,0.000007767338],"study_design_candidate":"simulation_or_modeling","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":[0.00016093845,0.000051547624,0.029784562,0.00012690722,0.00010640066,0.00029462748,0.04455336,0.881862,0.0064485613,0.00059149397,0.034408286,0.0016113513],"study_design_scores_gemma":[0.0020995608,0.00026631416,0.3191819,0.00009722109,0.00007583584,0.000010099496,0.0061548287,0.1371839,0.0019291902,0.000050119022,0.53233194,0.0006190631],"about_ca_topic_score_codex":0.3644217,"about_ca_topic_score_gemma":0.064744286,"teacher_disagreement_score":0.7446781,"about_ca_system_score_codex":0.00009014723,"about_ca_system_score_gemma":0.0000069364824,"threshold_uncertainty_score":0.9523217},"labels":[],"label_agreement":null},{"id":"W4200634856","doi":"10.4000/cahierscfv.349","title":"Quelle place pour les femmes francophones dans l’histoire des savoirs infirmiers au Québec ? L’exemple du nursing psychiatrique à Montréal (1912-1963)","year":2021,"lang":"fr","type":"article","venue":"Cahiers François Viète","topic":"Canadian Identity and History","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":"Canadian Nurses Association; University of Ottawa","funders":"","keywords":"Political science; Art; Sociology","score_opus":0.010625403410010156,"score_gpt":0.22306247089649348,"score_spread":0.21243706748648333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200634856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6063745,0.2624167,0.0013374037,0.053567868,0.013865006,0.00038333566,0.00026460047,0.00019804033,0.061592568],"genre_scores_gemma":[0.5307352,0.01071098,0.0013479622,0.0011819411,0.0034629432,0.000053338317,0.000050027673,0.00018248982,0.45227513],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954432,0.00086195103,0.00070654764,0.0009362846,0.0006685029,0.0013834814],"domain_scores_gemma":[0.9973417,0.00040809743,0.00033310216,0.0006035263,0.0003233767,0.0009902292],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0006797749,0.00055067916,0.00075358636,0.0005327198,0.012521378,0.00045529127,0.00061759,0.00079393433,0.0018289273],"category_scores_gemma":[0.0006055576,0.0008010374,0.00066747045,0.0016119131,0.012310699,0.0007118693,0.000054259523,0.0012059229,0.0006047404],"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":[0.000103057806,0.00043840235,0.013222401,0.00034075667,0.00023781763,0.00049558876,0.5292101,0.0006272044,0.0005523297,0.0112256985,0.33648583,0.1070608],"study_design_scores_gemma":[0.00090721564,0.000058558788,0.005502272,0.00041861847,0.00021443714,0.00006970211,0.1447627,0.000110304,0.00011906544,0.0020506643,0.84497076,0.00081568176],"about_ca_topic_score_codex":0.98788774,"about_ca_topic_score_gemma":0.99899393,"teacher_disagreement_score":0.50848496,"about_ca_system_score_codex":0.016417636,"about_ca_system_score_gemma":0.012971015,"threshold_uncertainty_score":0.99944407},"labels":[],"label_agreement":null},{"id":"W4285784269","doi":"10.4000/cahierscfv.635","title":"“At the end of the days”: Francis Bacon, Daniel 12: 4, and the possibility of science","year":2019,"lang":"en","type":"article","venue":"Cahiers François Viète","topic":"Historical Philosophy and Science","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":"Simon Fraser University","funders":"","keywords":"Philosophy; Art history; Sociology; Management; Art; Economics","score_opus":0.01050713987682333,"score_gpt":0.18996554847539546,"score_spread":0.17945840859857212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285784269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83735,0.0008158118,0.000009341391,0.0015493871,0.0010082785,0.00032470096,0.000034502416,0.000008016452,0.15889993],"genre_scores_gemma":[0.9869946,0.000011188849,0.0000057015363,0.0006221607,0.00007615339,0.000004924638,2.824865e-7,0.000004926098,0.01228001],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998664,0.00010183328,0.00026846418,0.00026508313,0.0004977816,0.00020283934],"domain_scores_gemma":[0.9985423,0.00037337822,0.00017018101,0.00072847644,0.00013333683,0.000052334006],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013702498,0.000110395646,0.00021480347,0.00003454448,0.0012475889,0.000044833363,0.000830997,0.000041062027,0.00049054023],"category_scores_gemma":[0.00023611063,0.000045653287,0.0001173128,0.00017517415,0.024135722,0.0001863927,0.00015849732,0.00022951727,0.000017639553],"study_design_candidate":"theoretical_or_conceptual","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":[0.00014303334,0.000054730397,0.0018883314,0.000075458076,0.000023437808,3.8758938e-7,0.24135192,0.000017906546,0.008275873,0.74412155,0.0026703111,0.0013770477],"study_design_scores_gemma":[0.0050815237,0.0005343586,0.03627256,0.0001514143,0.00023322446,0.000015066057,0.02078787,0.0020430312,0.027264073,0.18626477,0.72039515,0.0009569684],"about_ca_topic_score_codex":0.00043802612,"about_ca_topic_score_gemma":0.00034439194,"teacher_disagreement_score":0.7177248,"about_ca_system_score_codex":0.000056540564,"about_ca_system_score_gemma":0.000071603085,"threshold_uncertainty_score":0.97852004},"labels":[],"label_agreement":null},{"id":"W4294748345","doi":"10.4000/cahierscfv.3110","title":"Deux siècles de biostratigraphie en massif armoricain : de l’enquête individuelle aux actions collectives","year":2015,"lang":"fr","type":"article","venue":"Cahiers François Viète","topic":"Geological formations and processes","field":"Earth and Planetary 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":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Political science","score_opus":0.04169269321077073,"score_gpt":0.2567717261505681,"score_spread":0.21507903293979735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294748345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9022292,0.029872809,0.004992925,0.012768085,0.0015190312,0.00050881685,0.000626334,0.0001719137,0.0473109],"genre_scores_gemma":[0.97594976,0.0031933775,0.0048689716,0.00092153886,0.00033894205,0.00002330101,0.00011257074,0.000012395699,0.014579164],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99746037,0.0004628319,0.0004037697,0.00039109273,0.00034507265,0.00093687704],"domain_scores_gemma":[0.9979198,0.0006354187,0.00016611512,0.0002593698,0.0001760578,0.00084326114],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010313145,0.0003416417,0.00034991832,0.00031509195,0.0010435034,0.00024415273,0.00046712707,0.00057313946,0.0022220858],"category_scores_gemma":[0.000752394,0.00031140514,0.0001686164,0.0015599345,0.001061288,0.0006400691,0.000026359989,0.0007213433,0.00048373925],"study_design_candidate":"observational","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":[0.0002731801,0.0004037708,0.7234327,0.00034596442,0.0004487548,0.00018182652,0.056009766,0.011559995,0.00022710832,0.006364103,0.14180885,0.05894394],"study_design_scores_gemma":[0.0010636196,0.00093292596,0.2577278,0.0000989408,0.00021987707,0.00021447024,0.012928747,0.011718164,0.00097532314,0.03947739,0.6738109,0.00083185505],"about_ca_topic_score_codex":0.00401788,"about_ca_topic_score_gemma":0.0047805673,"teacher_disagreement_score":0.53200203,"about_ca_system_score_codex":0.00007866056,"about_ca_system_score_gemma":0.0010245715,"threshold_uncertainty_score":0.9999338},"labels":[],"label_agreement":null},{"id":"W4407928931","doi":"10.4000/13dhp","title":"Introduction - Jacques Roger et l’histoire de la pensée scientifique","year":2025,"lang":"fr","type":"article","venue":"Cahiers François Viète","topic":"Historical and Literary Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Université de Bretagne Occidentale; Université Laval","keywords":"Humanities; Philosophy; Art","score_opus":0.005709679835558611,"score_gpt":0.2606468694583696,"score_spread":0.25493718962281103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407928931","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":[0.10543085,0.092071705,0.0032401374,0.2194978,0.027169833,0.0004533064,0.000052587617,0.000280296,0.55180347],"genre_scores_gemma":[0.1353064,0.002248648,0.0006289558,0.0031591111,0.0016745757,0.000039737493,0.000011405518,0.00001887601,0.85691226],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970608,0.0011983387,0.0003132908,0.0005555711,0.00031367235,0.0005583576],"domain_scores_gemma":[0.9989128,0.00035519924,0.00009682522,0.00027222812,0.00017677301,0.00018614701],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0017805271,0.00023867846,0.00033060976,0.00018790892,0.002309173,0.0001461272,0.00029685645,0.0004229566,0.00074484467],"category_scores_gemma":[0.0006843748,0.0002479839,0.000204883,0.0013680913,0.00682414,0.00044317634,0.000063369225,0.0006190382,0.00018132303],"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":[0.00001847951,0.00011236486,0.0004888154,0.00008999613,0.00006522563,0.00001717896,0.060382687,0.000011130471,0.00042721193,0.45751664,0.456391,0.024479259],"study_design_scores_gemma":[0.00019877746,0.00002514142,0.0007280862,0.000108216096,0.0000799257,0.0000028250358,0.0017348578,0.000033857057,0.0002862848,0.010106695,0.9864581,0.0002372201],"about_ca_topic_score_codex":0.0023716427,"about_ca_topic_score_gemma":0.00036015193,"teacher_disagreement_score":0.5300671,"about_ca_system_score_codex":0.0012653677,"about_ca_system_score_gemma":0.00034502117,"threshold_uncertainty_score":0.99999726},"labels":[],"label_agreement":null},{"id":"W4407929006","doi":"10.4000/13dht","title":"Jacques Roger, Ernst Mayr et l’histoire de la théorie de l’évolution. Science et idéologie dans les sciences biologiques","year":2025,"lang":"fr","type":"article","venue":"Cahiers François Viète","topic":"Historical Studies on Reproduction, Gender, Health, and Societal Changes","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":"Université Laval","funders":"Université de Paris; Harvard University","keywords":"Philosophy; Humanities","score_opus":0.030357885519986777,"score_gpt":0.31533936353694675,"score_spread":0.28498147801695994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407929006","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16743071,0.24803944,0.0042046187,0.04433717,0.0085575115,0.00054103864,0.00025437327,0.0005119325,0.5261232],"genre_scores_gemma":[0.7465506,0.091579564,0.0013309178,0.0049635596,0.0011853932,0.00012141348,0.000014258567,0.000037273832,0.154217],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961149,0.0009057697,0.00046155017,0.0009814384,0.00040890224,0.0011274235],"domain_scores_gemma":[0.99819934,0.0006327856,0.00019861622,0.00039473615,0.0003392593,0.0002352715],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004672457,0.00040928018,0.00047928994,0.00027406463,0.009711661,0.00048322434,0.0007126813,0.0004678882,0.00010348602],"category_scores_gemma":[0.001150598,0.00037085626,0.00024258118,0.00066289003,0.030789942,0.00057184283,0.00015618389,0.00090082444,0.00001293686],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023362001,0.0002072549,0.007111209,0.00025852048,0.00006945075,0.0000125776705,0.07949239,0.00005554362,0.0005048054,0.8776211,0.025725039,0.008918726],"study_design_scores_gemma":[0.00022319533,0.00030495078,0.0041261525,0.00016068533,0.00008177709,0.000012578805,0.058177926,0.00008177398,0.00052613113,0.033475574,0.9023978,0.0004314527],"about_ca_topic_score_codex":0.013808456,"about_ca_topic_score_gemma":0.0034215867,"teacher_disagreement_score":0.87667274,"about_ca_system_score_codex":0.0030988385,"about_ca_system_score_gemma":0.0020068018,"threshold_uncertainty_score":0.99987435},"labels":[],"label_agreement":null},{"id":"W4407936721","doi":"10.4000/13dhn","title":"Jacques Roger et l’histoire de la pensée scientifique","year":2025,"lang":"fr","type":"paratext","venue":"Cahiers François Viète","topic":"Historical and Literary Studies","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":"Philosophy; Art","score_opus":0.009787917843543471,"score_gpt":0.2799046624664862,"score_spread":0.2701167446229427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407936721","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":[0.006522322,0.06641984,0.0008113379,0.008134668,0.014631384,0.0004943508,0.0003366971,0.00014106315,0.9025083],"genre_scores_gemma":[0.015796557,0.0074310633,0.00052931474,0.00408169,0.0010278901,0.00012783126,0.00010426044,0.000051137817,0.9708502],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99364084,0.0025791521,0.0006813457,0.0011508934,0.00076463324,0.0011831584],"domain_scores_gemma":[0.9968895,0.0013766991,0.00032136863,0.0005354435,0.00035720083,0.0005198215],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.002089044,0.00072969997,0.0010627775,0.00036623303,0.0043547754,0.0003087438,0.0010000665,0.00159447,0.0054461197],"category_scores_gemma":[0.00075081934,0.0007296657,0.0006542925,0.0017209136,0.012010104,0.0003826285,0.00019172613,0.0018316655,0.0040164245],"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":[0.000028249797,0.00015364077,0.00019315988,0.00035160795,0.00018453442,0.00008383724,0.09512146,0.000018592691,0.00009766346,0.11390554,0.7798853,0.009976435],"study_design_scores_gemma":[0.00030301354,0.000045308512,0.00018467581,0.0006247795,0.00016805202,0.000004410607,0.0014570092,0.000026233698,0.00007699206,0.0019897847,0.99437153,0.00074820744],"about_ca_topic_score_codex":0.004977556,"about_ca_topic_score_gemma":0.000523322,"teacher_disagreement_score":0.21448626,"about_ca_system_score_codex":0.0023304382,"about_ca_system_score_gemma":0.0014334612,"threshold_uncertainty_score":0.9997017},"labels":[],"label_agreement":null}]}