{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":15,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":15,"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","author_layer_release":"2026-06-26"},"query_hash":"a61f2c206862","filters":{"venue":"Astérion"}},"results":[{"id":"W4311550149","doi":"10.4000/asterion.8601","title":"L’intersectionnalité, une menace pour la sociologie (et les sociologues français) des classes sociales ?","year":2022,"lang":"fr","type":"article","venue":"Astérion","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Armand Frappier Museum","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Isabelle Clair","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4382863574669922,"gpt":0.4822573535378575,"spread":0.04397099607086524,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007580322,0.0005738433,0.0006840426,0.002611087,0.01048549,0.01797833,0.001285115,0.003012764,0.007479037],"category_scores_gemma":[0.009117254,0.0003472326,0.0005723084,0.003212722,0.04346874,0.02004446,0.00891068,0.006095603,0.0007633435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01107635,"about_ca_system_score_gemma":0.008299557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03481153,"about_ca_topic_score_gemma":0.03185847,"domain_scores_codex":[0.9882463,0.007388035,0.0002926287,0.001076692,0.001555394,0.001440885],"domain_scores_gemma":[0.9928315,0.003759767,0.000823717,0.0009309524,0.0008832648,0.0007707525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001847045,0.00001148286,0.001497726,0.00004392378,0.000008555907,0.00003407463,0.04392156,0.00004019448,0.00005873297,0.9414737,0.001762884,0.01112864],"study_design_scores_gemma":[0.00001456209,0.00005739264,0.007768555,0.0006475549,0.00001521672,0.0001951161,0.08362005,0.0002354236,0.0002032863,0.3765303,0.5306658,0.00004677417],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1300585,0.0610031,0.02128305,0.1929311,0.002333803,0.00005305691,0.0001565439,0.00007180907,0.592109],"genre_scores_gemma":[0.9618819,0.008503267,0.001483227,0.00347132,0.001072518,0.00007392128,0.00004529024,0.00006314374,0.02340549],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03481153,"threshold_uncertainty_score":0.08036488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3008160147","doi":"10.4000/asterion.5452","title":"L’héritage conservateur du néolibéralisme","year":2020,"lang":"fr","type":"article","venue":"Astérion","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":4,"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":"Political science","authors":[{"name":"Martin Beddeleem","is_ca":true},{"name":"Nathanaël Colin-Jaeger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06013944308000692,"gpt":0.281459732489286,"spread":0.2213202894092791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004493072,0.0005116159,0.0004707759,0.001927097,0.005218026,0.01002416,0.0007480861,0.002594994,0.0062379],"category_scores_gemma":[0.005267984,0.0003146197,0.0004257117,0.001905597,0.02852635,0.006111327,0.004897161,0.006032313,0.0009940577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01399978,"about_ca_system_score_gemma":0.009116501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01606603,"about_ca_topic_score_gemma":0.02054271,"domain_scores_codex":[0.9951804,0.002520086,0.0001108881,0.0006884622,0.001012905,0.0004872539],"domain_scores_gemma":[0.9972059,0.00120054,0.000323856,0.0006616192,0.0004027642,0.0002053229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009227502,0.000004968549,0.0002587911,0.00002567643,0.000003367433,0.00002652172,0.003088814,0.00007276094,0.00007750225,0.9861189,0.002523298,0.007790229],"study_design_scores_gemma":[0.00001478745,0.00002937397,0.001506721,0.0002814553,0.000006988475,0.0001350579,0.001932179,0.0002861688,0.0004003141,0.3160367,0.6793497,0.00002051467],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03542734,0.03914569,0.02465049,0.09838289,0.001515963,0.00004689039,0.0001572558,0.0001564768,0.800517],"genre_scores_gemma":[0.8223517,0.01579155,0.006911986,0.009364857,0.001457996,0.0001425489,0.00009729152,0.0002240001,0.1436581],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01606603,"threshold_uncertainty_score":0.101576,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3205772771","doi":"10.4000/asterion.5734","title":"Les indépendantistes vénézuéliens face à l’esclavage : les défis d’une révolution atlantique dans une société coloniale (1790-1830)","year":2021,"lang":"fr","type":"article","venue":"Astérion","topic":"Colonialism, slavery, and trade","field":"Social Sciences","cited_by":2,"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; Political science","authors":[{"name":"Frédéric Spillemaeker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03090312235897569,"gpt":0.3143631642918686,"spread":0.2834600419328929,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001135486,0.0003407233,0.0002898446,0.0008709328,0.009611789,0.005091918,0.0005864425,0.0009064496,0.00559191],"category_scores_gemma":[0.002098365,0.0002527194,0.0001538736,0.001535815,0.005980994,0.001846336,0.003671617,0.002861618,0.0002863786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007530669,"about_ca_system_score_gemma":0.004218403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2933819,"about_ca_topic_score_gemma":0.5166774,"domain_scores_codex":[0.9990903,0.0001540512,0.00001640041,0.00009889506,0.0001023902,0.0005378814],"domain_scores_gemma":[0.9995409,0.0001127626,0.00009324246,0.00002301899,0.00005684543,0.0001732243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005193471,0.0001646223,0.09114029,0.00030315,0.00006316817,0.002439359,0.6538091,0.0002534408,0.003593676,0.1348289,0.01002314,0.1028617],"study_design_scores_gemma":[0.000080291,0.0001198867,0.3943277,0.0008994644,0.0000840057,0.0004730607,0.3476361,0.0001576035,0.0006555614,0.00831167,0.2471965,0.0000582002],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9204695,0.005444979,0.0001302228,0.006499873,0.00008208573,0.0000173631,0.0000719911,0.000006798889,0.06727723],"genre_scores_gemma":[0.9862217,0.001466081,0.00005641142,0.0004188027,0.00002748932,0.00001534737,0.00004008838,0.000005233646,0.01174868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2933819,"threshold_uncertainty_score":0.5833485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W326078246","doi":"10.4000/asterion.2382","title":"Entre réhabilitation du scepticisme et critique du cartésianisme : Foucher lecteur du scepticisme académique","year":2013,"lang":"fr","type":"article","venue":"Astérion","topic":"Historical and Literary Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Institut d'Histoire de l'Amérique Française","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Sébastien Charles","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01128145227208364,"gpt":0.257878905660588,"spread":0.2465974533885043,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004488186,0.0003757925,0.000507445,0.002181556,0.005631795,0.00771378,0.0006274343,0.003331154,0.003493971],"category_scores_gemma":[0.008791615,0.000272685,0.0003837991,0.001924657,0.02857837,0.005927438,0.003355555,0.007630047,0.000601858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0165414,"about_ca_system_score_gemma":0.01090493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01846389,"about_ca_topic_score_gemma":0.01504252,"domain_scores_codex":[0.9950541,0.003230498,0.00009345562,0.0004137136,0.0008140768,0.000394104],"domain_scores_gemma":[0.9936786,0.004664334,0.0003246787,0.0002546688,0.0007288445,0.0003488658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003002776,0.000009680401,0.0002887192,0.00004092777,0.00000331468,0.00004115691,0.006655664,0.0001181143,0.00008393543,0.9773821,0.00963308,0.005713371],"study_design_scores_gemma":[0.00003403879,0.00003751626,0.0011852,0.0003467157,0.00001243023,0.0001355623,0.00635107,0.0008057496,0.000561198,0.7243294,0.2661615,0.0000395953],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.08527834,0.06706988,0.02190294,0.4900718,0.004519342,0.0000407052,0.0000923524,0.0001635962,0.3308611],"genre_scores_gemma":[0.9021587,0.01225723,0.005269385,0.01965963,0.002096532,0.00009001483,0.00003207576,0.0001524517,0.05828406],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01846389,"threshold_uncertainty_score":0.1200169,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391366323","doi":"10.4000/asterion.10378","title":"De la république : la méthode, le mot et le concept vus du XXIe siècle","year":2023,"lang":"fr","type":"article","venue":"Astérion","topic":"Political Theory and Influence","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Safe Engineering Services & Technologies (Canada)","funders":"","keywords":"Humanities; Philosophy; Political science","authors":[{"name":"Yves Sintomer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02849104055300068,"gpt":0.3338160700830996,"spread":0.3053250295300989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01063896,0.001068592,0.0006902296,0.003948095,0.005050254,0.01266828,0.002083734,0.002559343,0.02542812],"category_scores_gemma":[0.01838106,0.0007562278,0.001302875,0.003874855,0.01729521,0.01807127,0.005684238,0.004942354,0.005993244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005801195,"about_ca_system_score_gemma":0.00534093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006501987,"about_ca_topic_score_gemma":0.007590308,"domain_scores_codex":[0.9883583,0.007485184,0.0004778396,0.001408437,0.001878367,0.0003918655],"domain_scores_gemma":[0.9889059,0.006738027,0.000605559,0.001877584,0.001593607,0.0002793592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005275925,0.00002091234,0.0007735766,0.0003179967,0.00001582453,0.0001713933,0.03581915,0.0001557124,0.0007645988,0.8911217,0.00928817,0.0614982],"study_design_scores_gemma":[0.00002471788,0.00004974329,0.001171658,0.0009324177,0.00002918056,0.000541313,0.01735383,0.001190698,0.002069942,0.2342154,0.7423699,0.00005127828],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02977281,0.009885423,0.499941,0.02803735,0.003545971,0.0007319744,0.0008306357,0.001289234,0.4259657],"genre_scores_gemma":[0.4170262,0.00782043,0.3379465,0.003951884,0.00156979,0.001838212,0.001102501,0.002437481,0.2263069],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02542812,"threshold_uncertainty_score":0.08506554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313282146","doi":"10.4000/asterion.8773","title":"Des potentialités phénoménologiques de l’interpellation : Butler, Ahmed et l’orientation des corps","year":2022,"lang":"fr","type":"article","venue":"Astérion","topic":"Marxism and Critical Theory","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":"Prairie Women's Health Centre of Excellence","funders":"","keywords":"Humanities; Philosophy; Art","authors":[{"name":"Justine Perron","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03281519702939817,"gpt":0.2767093028177314,"spread":0.2438941057883332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002637499,0.0004362933,0.0003035846,0.001038899,0.008954079,0.009722468,0.001129154,0.003377956,0.007745045],"category_scores_gemma":[0.003936991,0.0003906474,0.0004720692,0.001566071,0.03556071,0.01107158,0.006709123,0.004532107,0.0009279732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006614055,"about_ca_system_score_gemma":0.004708287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02095572,"about_ca_topic_score_gemma":0.02425196,"domain_scores_codex":[0.9973724,0.001484764,0.00005659237,0.0002768656,0.0004170489,0.0003923351],"domain_scores_gemma":[0.9978136,0.001139051,0.0002383464,0.0002388499,0.0003185752,0.0002515663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001679862,0.000005318496,0.0003148831,0.00003233953,0.000002309816,0.000132588,0.07550333,0.00004760275,0.0001157863,0.9196821,0.001323042,0.002823869],"study_design_scores_gemma":[0.00002751147,0.00003152371,0.001336092,0.0003067238,0.00002011646,0.0007313733,0.1993158,0.0003818396,0.0005299499,0.5125322,0.2847344,0.00005241453],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2031534,0.02052771,0.03270342,0.09343038,0.0008641717,0.0000721414,0.0001132165,0.00007535527,0.6490601],"genre_scores_gemma":[0.9600071,0.003463594,0.002361009,0.002112464,0.00009771076,0.00004073494,0.00002809608,0.00004969036,0.03183963],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02095572,"threshold_uncertainty_score":0.04798859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2959923044","doi":"10.4000/asterion.3889","title":"La deuxième vie du doux commerce. Métamorphoses et crise d’un lieu commun à l’aube de l’ère industrielle","year":2019,"lang":"fr","type":"article","venue":"Astérion","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":"Hôpital Rivière-des-Prairies; Cegep de Saint Jerome","funders":"","keywords":"Humanities; Philosophy; Political science","authors":[{"name":"Arnault Skornicki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0199438671424171,"gpt":0.2255432364404015,"spread":0.2055993692979844,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001287019,0.0003824596,0.000252288,0.001584328,0.007387263,0.01217332,0.0005575229,0.002239275,0.008635152],"category_scores_gemma":[0.001524704,0.0002373509,0.0002567304,0.002278354,0.01981256,0.006515254,0.00378674,0.003170865,0.0009593013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006820339,"about_ca_system_score_gemma":0.003685583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02189524,"about_ca_topic_score_gemma":0.03319684,"domain_scores_codex":[0.9981592,0.0007240031,0.00003930168,0.0003170546,0.0004170085,0.0003434067],"domain_scores_gemma":[0.9992842,0.000263425,0.00009537244,0.0001089554,0.0001180282,0.0001299072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001676048,0.000009124936,0.0008409448,0.00003632705,0.000003065456,0.0001290707,0.02066757,0.00006128673,0.0001836428,0.9601879,0.005088006,0.01277625],"study_design_scores_gemma":[0.000006072648,0.00002672406,0.003679672,0.0002762972,0.000003490223,0.0002435562,0.02439958,0.0001175463,0.0002451754,0.1047722,0.8662116,0.00001803197],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09071601,0.03714823,0.008014352,0.05271577,0.001483662,0.00002898016,0.0001167887,0.0000663594,0.8097098],"genre_scores_gemma":[0.8130169,0.01437245,0.002594075,0.00395288,0.0008125474,0.00005294136,0.00009403776,0.00009854131,0.1650057],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02189524,"threshold_uncertainty_score":0.04948521,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403273595","doi":"10.4000/12b0s","title":"Les guerres de Religion au miroir des conflits antiques : François de Lorraine, duc de Guise, dans Les Essais de Montaigne","year":2024,"lang":"fr","type":"article","venue":"Astérion","topic":"Renaissance Literature and Culture","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":"Francophone University Association","funders":"","keywords":"Art; Philosophy; Humanities","authors":[{"name":"Alicia Viaud","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02221178827522494,"gpt":0.2770307775472805,"spread":0.2548189892720555,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001213598,0.000295433,0.0001706582,0.0006141839,0.01070767,0.003654615,0.0004096208,0.00160415,0.003975941],"category_scores_gemma":[0.001839843,0.0001479022,0.0001253067,0.000497631,0.01022464,0.001752171,0.001970101,0.002478029,0.0003083093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006706086,"about_ca_system_score_gemma":0.002502799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1198996,"about_ca_topic_score_gemma":0.287547,"domain_scores_codex":[0.9987513,0.0006452515,0.00002016589,0.00008948077,0.0001446537,0.0003492266],"domain_scores_gemma":[0.9989213,0.0004664715,0.0001860756,0.00005790664,0.0001771997,0.0001910676],"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":[0.0001030689,0.00002529368,0.009326425,0.0001085822,0.000008293576,0.001309071,0.8451659,0.00005374937,0.001287801,0.1159564,0.007711249,0.01894415],"study_design_scores_gemma":[0.00001165407,0.00009695552,0.03163394,0.0003984786,0.00001325289,0.0008253433,0.4488232,0.00007919197,0.0006724872,0.00292071,0.5144842,0.00004047215],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8055221,0.0059977,0.000832876,0.01773551,0.000261689,0.00002264348,0.00005583329,0.00001852469,0.1695532],"genre_scores_gemma":[0.9820575,0.0006049619,0.0001365945,0.0007463197,0.00003696734,0.000008757497,0.000008995785,0.000007518898,0.01639226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1198996,"threshold_uncertainty_score":0.2384035,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1497778262","doi":"10.4000/asterion.1549","title":"Marc Fleurbaey, Capitalisme ou démocratie ? L’alternative du xxie siècle, Paris, Grasset, 2006, 214 pages, 13,50 €.Caroline Guibet Lafaye, Justice sociale et éthique individuelle, Laval, Presses de l’Université, 2006, 441 pages, 32 €.","year":2009,"lang":"fr","type":"article","venue":"Astérion","topic":"Social Sciences and Governance","field":"Social Sciences","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; Sociology; Political science; Philosophy","authors":[{"name":"Vincent Bourdeau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02217285230118258,"gpt":0.2710326587022258,"spread":0.2488598064010432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001219733,0.001766292,0.0009755591,0.002804463,0.002256452,0.003464103,0.001034037,0.003936574,0.03512023],"category_scores_gemma":[0.002565193,0.0006235564,0.0004598864,0.00307868,0.002917736,0.00950064,0.001525284,0.004324343,0.01206581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004171314,"about_ca_system_score_gemma":0.001748025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02496759,"about_ca_topic_score_gemma":0.03279242,"domain_scores_codex":[0.9991459,0.0002598781,0.00004842014,0.0001841679,0.0002777637,0.00008387796],"domain_scores_gemma":[0.9992294,0.0004421931,0.00008869379,0.00003013622,0.0001338157,0.0000756877],"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":[0.00009570159,0.00002107036,0.0002730768,0.000547574,0.00002737392,0.0001065582,0.00103343,0.0001686511,0.0001804289,0.05449377,0.8837272,0.05932517],"study_design_scores_gemma":[0.00001847201,0.0000105195,0.001414838,0.0005995178,0.000006741904,0.0001956516,0.0006043231,0.000120882,0.000224488,0.02651173,0.9702674,0.00002535079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005714212,0.8737265,0.0008826428,0.09586145,0.007856536,0.00001124227,0.0002893888,0.0000612471,0.0207396],"genre_scores_gemma":[0.03558144,0.758779,0.002647804,0.02565856,0.01610689,0.00005758728,0.0004137045,0.000328136,0.1604269],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03512023,"threshold_uncertainty_score":0.1174889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1858692203","doi":"10.4000/asterion.2660","title":"Les formes de la démocratie dans la philosophie sociale de Célestin Bouglé","year":2015,"lang":"fr","type":"article","venue":"Astérion","topic":"Social Sciences and Governance","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 Montréal","funders":"","keywords":"Political science; Philosophy; Humanities; Art","authors":[{"name":"Emmanuel Chaput","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0529787131311092,"gpt":0.343842265427697,"spread":0.2908635522965878,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001755166,0.0002658219,0.0002693543,0.001715543,0.006469319,0.006811566,0.0003061123,0.00164041,0.003085166],"category_scores_gemma":[0.00186423,0.0002690969,0.0001446615,0.002417361,0.01690509,0.002360256,0.002997579,0.002289308,0.0002514559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01661258,"about_ca_system_score_gemma":0.005606492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04372705,"about_ca_topic_score_gemma":0.1032619,"domain_scores_codex":[0.998623,0.000840707,0.00002745697,0.0001301356,0.0001490669,0.0002296211],"domain_scores_gemma":[0.9995087,0.0003079649,0.00006354802,0.00002700603,0.00004500543,0.00004774475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000282221,0.000008167748,0.001254109,0.00004743906,0.000002570165,0.0000722255,0.01960712,0.000242994,0.0001701254,0.9674339,0.001518906,0.009614183],"study_design_scores_gemma":[0.00004676887,0.00004573103,0.01741511,0.0004857425,0.0000105948,0.0001472661,0.02098667,0.0005918608,0.0003861924,0.4348466,0.5250014,0.00003606602],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2675138,0.0533258,0.01082952,0.07340595,0.0005456429,0.00007100868,0.0001008748,0.00004563069,0.5941616],"genre_scores_gemma":[0.9656696,0.00748037,0.001365284,0.001134198,0.00009305796,0.00005249042,0.00002454964,0.00001495245,0.02416553],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04372705,"threshold_uncertainty_score":0.1205332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2557592915","doi":"10.4000/asterion.2791","title":"Après la guerre... Tentative de définition d’un objet complexe","year":2016,"lang":"fr","type":"article","venue":"Astérion","topic":"Psychoanalysis and Psychopathology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cegep Edouard Montpetit","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Christian Biet","is_ca":true},{"name":"Jean‐Louis Fournel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07246974607596038,"gpt":0.3800944285701847,"spread":0.3076246824942244,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003123384,0.001119326,0.0006762904,0.00196018,0.005410112,0.009589056,0.00129043,0.003469737,0.01193381],"category_scores_gemma":[0.004807147,0.0004648695,0.00102472,0.001047278,0.02452845,0.008529829,0.004846315,0.006677924,0.003283936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005364392,"about_ca_system_score_gemma":0.004320766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01170536,"about_ca_topic_score_gemma":0.01247966,"domain_scores_codex":[0.99669,0.001234237,0.0001612436,0.0008172992,0.000813793,0.0002834157],"domain_scores_gemma":[0.9975358,0.0007171691,0.0003056243,0.0004210329,0.0008322518,0.0001880714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002246381,0.000008088405,0.000318648,0.00008100212,0.00001108223,0.000128519,0.009135458,0.0001032527,0.000551203,0.976059,0.004546195,0.009035026],"study_design_scores_gemma":[0.00001281716,0.00004649859,0.001997934,0.0004730352,0.00002430284,0.0007338176,0.007857657,0.0005556718,0.001172252,0.3409373,0.6461247,0.00006415771],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03186448,0.02156429,0.1468654,0.05991676,0.003190216,0.000258312,0.0006556472,0.0003368825,0.735348],"genre_scores_gemma":[0.6437211,0.008106912,0.08953483,0.009402465,0.001111032,0.000476563,0.0006289067,0.0006274676,0.2463907],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01193381,"threshold_uncertainty_score":0.03992254,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970078481","doi":"10.4000/asterion.25","title":"Le paradigme de l'embryon à la fin du Moyen Âge","year":2003,"lang":"fr","type":"article","venue":"Astérion","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":"Cegep de Sainte Foy","funders":"","keywords":"Humanities; Physics; Philosophy; Art","authors":[{"name":"Didier Ottaviani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01177107130354827,"gpt":0.1949027484162421,"spread":0.1831316771126938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002311192,0.0003609379,0.0002275952,0.001193896,0.006675951,0.005655651,0.0009625573,0.003011591,0.006444907],"category_scores_gemma":[0.002370362,0.0001951963,0.0003247314,0.0008082291,0.02985884,0.006493085,0.00351679,0.003266151,0.0008607838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006044015,"about_ca_system_score_gemma":0.005939675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007576237,"about_ca_topic_score_gemma":0.01329299,"domain_scores_codex":[0.998255,0.0009159421,0.0000470038,0.000324244,0.0002765016,0.0001813347],"domain_scores_gemma":[0.9989045,0.0004549277,0.0001348555,0.0001630817,0.0002091571,0.0001336061],"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":[0.000001968066,0.000001443771,0.00007793355,0.000008537597,3.279487e-7,0.00001913021,0.002692096,0.00001977561,0.00004950457,0.9948701,0.0005494812,0.001709845],"study_design_scores_gemma":[0.000006248149,0.00002800552,0.0009080536,0.0002430404,0.000005232555,0.0002810193,0.006815035,0.0001750854,0.0004203984,0.4438445,0.5472621,0.00001135486],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04102821,0.01618167,0.02902661,0.0350119,0.0007768811,0.00004481844,0.00008432752,0.00004338222,0.8778022],"genre_scores_gemma":[0.784224,0.009743642,0.01605147,0.004231951,0.0004564214,0.000156727,0.00005624974,0.00007698766,0.1850026],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007576237,"threshold_uncertainty_score":0.04385263,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2959718166","doi":"10.4000/asterion.3820","title":"Après et avec Hirschman : topographie d’un lieu commun","year":2019,"lang":"fr","type":"article","venue":"Astérion","topic":"French Urban and Social Studies","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":"Hôpital Rivière-des-Prairies; Cegep de Saint Jerome","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Arnault Skornicki","is_ca":true},{"name":"Eva Debray","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03278957689665975,"gpt":0.2494936925793299,"spread":0.2167041156826701,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009002022,0.000304541,0.0001850997,0.003679888,0.004962697,0.004679288,0.0003608724,0.0006156699,0.009655208],"category_scores_gemma":[0.001887179,0.0001454264,0.0001566412,0.006649687,0.007270438,0.003363403,0.001144903,0.001042467,0.0009449395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006323158,"about_ca_system_score_gemma":0.004362297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0667778,"about_ca_topic_score_gemma":0.0566125,"domain_scores_codex":[0.9992235,0.0003479283,0.00001771938,0.00008345106,0.0001648829,0.0001625684],"domain_scores_gemma":[0.9991693,0.0004939666,0.00009258711,0.00004801194,0.000139601,0.000056539],"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":[0.00001850725,0.000003837075,0.0006479973,0.00007262512,0.000002532759,0.00007998468,0.01690213,0.00007286926,0.00007179825,0.9124335,0.05575182,0.01394241],"study_design_scores_gemma":[0.0000031244,0.000008385307,0.002642069,0.0001490881,0.000002759817,0.00006631195,0.01186834,0.0001086049,0.000113487,0.03839312,0.9466358,0.000008851119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.05593826,0.04910833,0.005982964,0.0690671,0.002383015,0.00005879806,0.0009405735,0.0001414922,0.8163795],"genre_scores_gemma":[0.72782,0.03353782,0.002549254,0.003739445,0.002441816,0.0001381072,0.0006999609,0.0002437051,0.2288299],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0667778,"threshold_uncertainty_score":0.1327782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3120690452","doi":"10.4000/asterion.5382","title":"Historicisme et lutte de classes chez José Carlos Mariátegui","year":2020,"lang":"fr","type":"article","venue":"Astérion","topic":"Sociology and Education in Brazil","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":"Institut d'Histoire de l'Amérique Française","funders":"","keywords":"Humanities; Philosophy; Art; Political science","authors":[{"name":"Jean-Ganesh Leblanc","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05684689489968632,"gpt":0.3418517179420731,"spread":0.2850048230423868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007827914,0.0002000585,0.0001819659,0.0005388359,0.002824111,0.002189786,0.0002608705,0.0007464649,0.00229922],"category_scores_gemma":[0.001569443,0.0001345286,0.0001275171,0.0006492736,0.0038833,0.001062725,0.001426515,0.001018657,0.0001531693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00395736,"about_ca_system_score_gemma":0.001511368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0312073,"about_ca_topic_score_gemma":0.04524525,"domain_scores_codex":[0.9997192,0.0001471085,0.000004311602,0.00003720765,0.00003748131,0.00005457427],"domain_scores_gemma":[0.9996582,0.0001922096,0.00006367826,0.00002287021,0.00003364177,0.00002942369],"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":[0.00005603268,0.00002368434,0.006721794,0.0002017889,0.000008206254,0.000559841,0.2654698,0.0002776495,0.002065962,0.6785682,0.009459481,0.03658758],"study_design_scores_gemma":[0.00001244168,0.000071143,0.03061799,0.000473597,0.00002136233,0.0006162545,0.07020856,0.0004264442,0.001097056,0.03141122,0.8650087,0.00003505867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6036163,0.04011493,0.00360771,0.07107745,0.0004612488,0.00004807934,0.0001121971,0.00008555919,0.2808765],"genre_scores_gemma":[0.9783818,0.004339627,0.0003533987,0.0004713627,0.0001022705,0.00002301061,0.00001098139,0.00002035104,0.01629726],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0312073,"threshold_uncertainty_score":0.0620513,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2900676682","doi":"10.4000/asterion.3539","title":"Travail et psychologie : Vygotski avec Spinoza","year":2018,"lang":"fr","type":"article","venue":"Astérion","topic":"Academic and Historical Perspectives in Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École Nationale d'Administration Publique","funders":"","keywords":"Psychology; Cognitive science; Work (physics); Epistemology; Psychoanalysis; Cognitive psychology; Philosophy","authors":[{"name":"Yves Clot","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04497462528377878,"gpt":0.411986897617743,"spread":0.3670122723339642,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002294651,0.0004430584,0.0004291122,0.001366286,0.01032688,0.01228036,0.0006074686,0.00321498,0.003880884],"category_scores_gemma":[0.002195449,0.000225546,0.0003245407,0.001794057,0.0336503,0.007855171,0.003752976,0.007559226,0.0005027513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006097377,"about_ca_system_score_gemma":0.003851015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01783465,"about_ca_topic_score_gemma":0.01982115,"domain_scores_codex":[0.9979028,0.0009996571,0.00007758528,0.0003355574,0.0003510239,0.0003334228],"domain_scores_gemma":[0.9989315,0.0005598318,0.0001502577,0.0000955043,0.0001030661,0.0001597305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001480198,0.00001770508,0.0005216436,0.00002720103,0.000003931662,0.0001200253,0.01723585,0.0000412485,0.00006528282,0.9763294,0.002130424,0.003492431],"study_design_scores_gemma":[0.00002719012,0.00003373026,0.003110682,0.0002877961,0.00001453041,0.0005256738,0.03514233,0.0002266341,0.0001782482,0.7049582,0.2554679,0.00002713572],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09006119,0.05679645,0.00918171,0.1770253,0.003146704,0.00003655064,0.00005732866,0.00005676498,0.663638],"genre_scores_gemma":[0.9508147,0.01173399,0.001664859,0.007865082,0.0009964607,0.0000340031,0.00002241282,0.00005206457,0.02681648],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01783465,"threshold_uncertainty_score":0.04423976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}