{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"575939b43af3","filters":{"venue":"Siècles"}},"results":[{"id":"W4293141924","doi":"10.4000/siecles.7942","title":"Les productions des établissements ruraux en Corrèze durant l’Antiquité : un autre monde","year":2021,"lang":"fr","type":"article","venue":"Siècles","topic":"Medieval Architecture and Archaeology","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cegep de Trois-Rivieres","funders":"","keywords":"Humanities; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.02989968223564412,"gpt":0.2622354803360442,"spread":0.2323357981004001,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002236903,0.0003456894,0.0003894704,0.0001345348,0.001565907,0.0001345281,0.0002576635,0.0001389675,0.01263855],"category_scores_gemma":[0.0001954979,0.0003107995,0.000201037,0.0001324952,0.001711173,0.0002071038,0.0003065119,0.0004495861,0.0003112735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005146188,"about_ca_system_score_gemma":0.0001352588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002155857,"about_ca_topic_score_gemma":0.006936923,"domain_scores_codex":[0.9976815,0.0003689422,0.0004392328,0.000537542,0.0002686831,0.0007040845],"domain_scores_gemma":[0.9988548,0.0002005005,0.0001144018,0.0004137317,0.0002380257,0.0001785566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007433396,0.0008316374,0.004140679,0.0008818029,0.0005694537,0.0007906515,0.1299138,0.0000916891,0.004640989,0.5552195,0.01196178,0.2908837],"study_design_scores_gemma":[0.0005142553,0.0001978333,0.009358007,0.0004253965,0.0002648592,0.0003090484,0.01738676,0.00006760858,0.01065252,0.07453,0.8857999,0.0004938337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8682061,0.04114274,0.0001405858,0.04503543,0.003867519,0.0003274301,0.0002741484,0.0001522068,0.04085382],"genre_scores_gemma":[0.813059,0.004573619,0.001069316,0.00045953,0.003237769,0.0000432822,0.0001243539,0.00006235983,0.1773708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8738381,"threshold_uncertainty_score":0.9999344,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2963456152","doi":"10.4000/siecles.4333","title":"Flux immatériels et diffusion des idées scientifiques au Moyen Âge","year":2019,"lang":"fr","type":"article","venue":"Siècles","topic":"Medieval and Early Modern Justice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.03497600606999652,"gpt":0.3028537565723079,"spread":0.2678777505023114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001573577,0.0002354973,0.0002937109,0.00008300637,0.0008015211,0.0002731526,0.0004619523,0.0002304633,0.003647517],"category_scores_gemma":[0.0003003932,0.000210824,0.0001507318,0.0004060127,0.001457518,0.0008314982,0.0002148635,0.0002349248,0.004064904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001717547,"about_ca_system_score_gemma":0.0003625143,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02456641,"about_ca_topic_score_gemma":0.006534199,"domain_scores_codex":[0.9971926,0.0004829688,0.000299452,0.0004883142,0.0007303895,0.0008062996],"domain_scores_gemma":[0.9986992,0.0003795025,0.0001294602,0.0003091064,0.0001657245,0.0003170361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001064261,0.0006931995,0.05071025,0.001628377,0.0001076457,0.000035338,0.3522394,0.00009508958,0.0239567,0.2459267,0.009915245,0.3145857],"study_design_scores_gemma":[0.001464453,0.0006334519,0.1816967,0.00381453,0.0003551235,0.00001594275,0.09220917,0.00323424,0.009683942,0.1428362,0.562192,0.001864327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8504639,0.003957274,0.0001713907,0.003932658,0.003953223,0.0002923927,0.00003322701,0.00009701933,0.1370989],"genre_scores_gemma":[0.8682008,0.001160864,0.0006716841,0.0005035474,0.0006712934,0.000007180578,0.00001352983,0.00002356191,0.1287475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5522767,"threshold_uncertainty_score":0.9972633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2736948796","doi":"10.4000/siecles.3235","title":"Les privés à Bayonne au XVIIème siècle. Domaine privé, domaine public","year":2001,"lang":"fr","type":"article","venue":"Siècles","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Privy Council Office","funders":"","keywords":"Humanities; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.03766531599881949,"gpt":0.2368455741075323,"spread":0.1991802581087128,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000433308,0.0006484604,0.0009278061,0.0001523084,0.01473858,0.000511184,0.0005568586,0.0003044545,0.008009939],"category_scores_gemma":[0.0001865547,0.000510222,0.0007561619,0.0003884587,0.002383593,0.0005363286,0.0003172839,0.0004983843,0.0009365839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003176035,"about_ca_system_score_gemma":0.00008238203,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01715533,"about_ca_topic_score_gemma":0.03890689,"domain_scores_codex":[0.9961663,0.0002358957,0.0008398881,0.0007168638,0.0006577994,0.001383292],"domain_scores_gemma":[0.998064,0.0002531585,0.0003113736,0.0004812083,0.0004053955,0.0004848692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004933398,0.0007519502,0.005183277,0.0001707327,0.0008613758,0.0001622006,0.03139834,0.00001224063,0.00008076962,0.8618436,0.03007532,0.06941082],"study_design_scores_gemma":[0.0007246619,0.0002332477,0.003937983,0.0000938752,0.0003722043,0.00001881362,0.006560261,0.00005008616,0.000008131197,0.01580787,0.9714507,0.0007420898],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5423274,0.02684048,0.0002026912,0.393015,0.001753272,0.0003399375,0.0001323487,0.0002434383,0.03514541],"genre_scores_gemma":[0.7559009,0.01255194,0.000239866,0.0006520795,0.00567762,0.00005080895,0.0001010777,0.00007528911,0.2247505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9413754,"threshold_uncertainty_score":0.9998413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4299604303","doi":"10.4000/siecles.1703","title":"Images de la domination en temps de crise","year":2012,"lang":"fr","type":"article","venue":"Siècles","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Art; The Renaissance; Philosophy; Art history","retraction":null,"screen_n_in":null,"score":{"opus":0.01200845670320448,"gpt":0.2435554315834791,"spread":0.2315469748802746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004351431,0.0001337344,0.0001843662,0.00002757912,0.002144231,0.0001287412,0.00009141429,0.0001039986,0.001220355],"category_scores_gemma":[0.0001151722,0.0001055511,0.0001785036,0.0000380056,0.0004031627,0.0002485517,0.00004459525,0.0001546207,0.0002011962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001227595,"about_ca_system_score_gemma":0.00001427625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005651433,"about_ca_topic_score_gemma":0.0004896153,"domain_scores_codex":[0.9989604,0.0002648689,0.0001558714,0.0001041844,0.0001217295,0.0003929219],"domain_scores_gemma":[0.9994092,0.0002710048,0.00005883773,0.00007388035,0.00006290015,0.0001242053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001256134,0.000377359,0.006548721,0.0001384208,0.0002528055,0.00001021204,0.3489449,0.00001109802,0.0003760794,0.3963714,0.2132943,0.03366213],"study_design_scores_gemma":[0.0001226105,0.00002182383,0.005446576,0.00002553174,0.0002270186,0.000002898957,0.01482021,0.00001888705,0.0001030905,0.00493553,0.9741039,0.0001719304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7520298,0.07872152,0.0001896715,0.09303222,0.001008219,0.0001295156,0.00008148368,0.0000919491,0.07471558],"genre_scores_gemma":[0.8925777,0.00888983,0.0002621711,0.0002130765,0.0026475,0.0000143356,0.000006072257,0.00001351015,0.09537581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7608095,"threshold_uncertainty_score":0.9996927,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391760670","doi":"10.4000/siecles.11590","title":"La représentation du pouvoir seigneurial à travers la tour du château d’Esplantas","year":2023,"lang":"fr","type":"article","venue":"Siècles","topic":"Historical Art and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Heritage","funders":"","keywords":"Humanities; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.01759306118822574,"gpt":0.2336882740151125,"spread":0.2160952128268868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002777239,0.0002435585,0.0002705737,0.0000831936,0.001223799,0.0001964898,0.0001343903,0.0001352664,0.001598274],"category_scores_gemma":[0.00009437367,0.0002131666,0.000193969,0.0001139481,0.0005626115,0.0001998197,0.00007224596,0.0002187381,0.002069572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007010446,"about_ca_system_score_gemma":0.00003897547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001171881,"about_ca_topic_score_gemma":0.001642215,"domain_scores_codex":[0.9985671,0.0002199732,0.0002829661,0.0003166873,0.000260234,0.0003530637],"domain_scores_gemma":[0.9993087,0.0002968078,0.00008782985,0.0001379309,0.00007668839,0.00009203326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006370495,0.0001110026,0.0003210386,0.0001049556,0.0001186715,0.0002815807,0.1316656,0.00001291227,0.0001124269,0.2807828,0.5789381,0.007487268],"study_design_scores_gemma":[0.0004958879,0.00008689404,0.00233272,0.00006774482,0.0001138252,0.00002718142,0.02587185,0.00003731152,0.000052238,0.002614092,0.968031,0.0002692849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2273319,0.001551512,0.000006009628,0.01352358,0.007825319,0.000241127,0.000289163,0.0004110328,0.7488204],"genre_scores_gemma":[0.7739945,0.002425278,0.00001913328,0.0002983214,0.008827947,0.00003178884,0.0001273995,0.00004623201,0.2142294],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5466626,"threshold_uncertainty_score":0.9993144,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2234580816","doi":"10.4000/siecles.2625","title":"Les prisonniers de guerre français et allemands, acteurs de la dynamique européenne d’une guerre mondiale à l’autre ?","year":2015,"lang":"fr","type":"article","venue":"Siècles","topic":"French Historical and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.0378361812943871,"gpt":0.2553477205491086,"spread":0.2175115392547216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004355109,0.0004484415,0.000465996,0.00006607774,0.0009274434,0.0002692103,0.000339965,0.0002727915,0.0008348729],"category_scores_gemma":[0.0002040677,0.0003713549,0.0002456612,0.0001193071,0.001235745,0.0002914187,0.0001429163,0.0005787683,0.0002042864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002983518,"about_ca_system_score_gemma":0.00009821876,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05532996,"about_ca_topic_score_gemma":0.01702022,"domain_scores_codex":[0.9977499,0.0004200645,0.0003713998,0.000405398,0.0003030534,0.0007501454],"domain_scores_gemma":[0.998812,0.000207128,0.0001535653,0.0002365233,0.00018608,0.0004046976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001107427,0.0007370686,0.005144685,0.000368272,0.0004066703,0.0003048078,0.2741741,0.0003041614,0.0002108701,0.3218517,0.3049695,0.09141739],"study_design_scores_gemma":[0.0006137874,0.0002391127,0.009019356,0.000182709,0.0001347392,0.00002954623,0.02348808,0.0001768789,0.00004057809,0.009378293,0.9561914,0.0005055424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.192959,0.151045,0.0001358767,0.02547406,0.001859433,0.0003376785,0.0003329104,0.0003371754,0.6275188],"genre_scores_gemma":[0.8583012,0.005249936,0.0003247707,0.0003991061,0.001129379,0.00004228131,0.00005594287,0.00006166936,0.1344357],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6653422,"threshold_uncertainty_score":0.9998738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410140618","doi":"10.4000/13w2v","title":"Ernest Hamy et l’invention d’un « panthéon boulonnais » (1898-1901)","year":2024,"lang":"fr","type":"article","venue":"Siècles","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.02377147260973343,"gpt":0.2439102026369731,"spread":0.2201387300272397,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002772746,0.0003082735,0.0003834621,0.00007507328,0.003816189,0.0006891199,0.000160813,0.0001515695,0.005806942],"category_scores_gemma":[0.00003538418,0.00024098,0.0006137412,0.0001526035,0.0005628038,0.0003795392,0.0001181182,0.0003459343,0.0018697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007671208,"about_ca_system_score_gemma":0.00002848094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009339524,"about_ca_topic_score_gemma":0.005968397,"domain_scores_codex":[0.9981949,0.0001346455,0.0004011936,0.000436687,0.0003276314,0.0005049498],"domain_scores_gemma":[0.9993896,0.0001197171,0.00007455116,0.0001706086,0.0001126895,0.0001328695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001101519,0.0002120257,0.0001245973,0.0004839274,0.0006862284,0.00009665838,0.06840456,0.00001302255,0.00006377416,0.661011,0.1468544,0.1220388],"study_design_scores_gemma":[0.0001123979,0.0000985086,0.0004549939,0.0002956223,0.0004732725,0.000004763714,0.005246838,0.0003474723,0.00001279069,0.02199662,0.9705998,0.0003569403],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1955379,0.2740463,0.0002043364,0.4503109,0.008697837,0.000309015,0.0002820893,0.0005281379,0.07008357],"genre_scores_gemma":[0.7082474,0.02945411,0.00003780044,0.0005310604,0.002574821,0.00002878131,0.00007165536,0.00004536585,0.259009],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8237454,"threshold_uncertainty_score":0.9989074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}