{"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"},"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.006670621,0.0002749547,0.0003327883,0.00009938209,0.003595219,0.00006982803,0.0004193814,0.0004079418,0.000898418],"category_scores_gemma":[0.001152798,0.000312766,0.0002835171,0.0004770197,0.006195824,0.0003538164,0.0001507201,0.0009511676,0.00009297016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006009702,"about_ca_system_score_gemma":0.001086036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007873245,"about_ca_topic_score_gemma":0.001383122,"domain_scores_codex":[0.9906199,0.007469053,0.0004156302,0.0004972512,0.0003871211,0.0006110308],"domain_scores_gemma":[0.9940227,0.005164696,0.0003175789,0.0001575374,0.0002277867,0.0001096795],"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":[0.00001400875,0.0004170399,0.03179149,0.00005012058,0.0001948094,0.000002878631,0.2616984,0.0001861435,0.0003138977,0.6651357,0.02237319,0.01782233],"study_design_scores_gemma":[0.0003020763,0.0001342662,0.05218921,0.00004479196,0.00006501206,0.00001100387,0.5393056,0.00003135016,0.00001387781,0.1489321,0.2586525,0.0003181343],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7441562,0.01687992,0.001486675,0.1907589,0.00674487,0.0003156554,0.0001051016,0.0004095851,0.03914316],"genre_scores_gemma":[0.97909,0.00457383,0.001851789,0.000985416,0.003048014,0.0001576045,0.0001276436,0.0000489257,0.01011678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5162036,"threshold_uncertainty_score":0.9999325,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003652499,0.0001595693,0.0002161707,0.000009827155,0.0004828655,0.00013598,0.0004481337,0.0001778142,0.00171414],"category_scores_gemma":[0.0002913593,0.0001697821,0.0001388315,0.0008696796,0.0007317424,0.0005879055,0.000096115,0.0001981107,0.001470152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007863762,"about_ca_system_score_gemma":0.0002406331,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02291952,"about_ca_topic_score_gemma":0.005479414,"domain_scores_codex":[0.9980648,0.0002300295,0.0002360072,0.000374719,0.0005512057,0.0005432669],"domain_scores_gemma":[0.9991325,0.0001047424,0.000171658,0.000107289,0.00007168066,0.0004121838],"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":[0.00002549168,0.00008308801,0.02760037,0.00003948586,0.00002297575,0.00007337668,0.06921435,0.00003062272,0.0002333666,0.4324124,0.4356566,0.03460784],"study_design_scores_gemma":[0.0002310227,0.0001098455,0.01389161,0.00003413017,0.00001801407,0.000001447082,0.006918825,0.0005825342,0.00005065842,0.002315448,0.9756153,0.0002311743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2491986,0.004280648,0.0002063878,0.6984251,0.003166821,0.0001858125,0.00003557606,0.00009530952,0.04440567],"genre_scores_gemma":[0.967532,0.002058679,0.0001965788,0.01177832,0.003252869,0.000003399016,0.00000300225,0.00001466836,0.01516045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7183334,"threshold_uncertainty_score":0.9993073,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00085985,0.0005103518,0.0006564296,0.0001106477,0.002208099,0.0002923257,0.000481979,0.0008291036,0.0009562284],"category_scores_gemma":[0.0002712774,0.0005991702,0.0004128811,0.001486742,0.001219068,0.0005695139,0.0002116655,0.0007244904,0.0003895553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008816071,"about_ca_system_score_gemma":0.0007432846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1151831,"about_ca_topic_score_gemma":0.2620317,"domain_scores_codex":[0.9951864,0.001259934,0.000678179,0.0009245679,0.0008191651,0.001131755],"domain_scores_gemma":[0.9979729,0.0006115296,0.0003904791,0.0004705184,0.0002416602,0.0003128795],"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":[0.0002516624,0.002676703,0.06902858,0.0006544056,0.0008098069,0.00165394,0.4410903,0.000556907,0.02821153,0.150895,0.06453023,0.2396409],"study_design_scores_gemma":[0.001394804,0.0003041322,0.1496043,0.0003607126,0.0003637345,0.0001101131,0.03956513,0.000359554,0.009824835,0.004022134,0.7930595,0.001031061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9091179,0.01122163,0.002107377,0.04330376,0.004150855,0.0005721453,0.0002441799,0.0002303546,0.02905175],"genre_scores_gemma":[0.9617462,0.004990249,0.0003657521,0.0002513763,0.001288507,0.00003362522,0.00019631,0.00005283266,0.03107516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7285293,"threshold_uncertainty_score":0.999957,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009719604,0.0004467139,0.0005213555,0.0001169101,0.0009266958,0.0001989202,0.0003636979,0.0004740306,0.007144398],"category_scores_gemma":[0.0009323902,0.0004374284,0.0002954028,0.0006794534,0.0007768947,0.001575112,0.000140105,0.0005539106,0.00340982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006605461,"about_ca_system_score_gemma":0.0002136938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01019312,"about_ca_topic_score_gemma":0.002264061,"domain_scores_codex":[0.9959184,0.001262415,0.0006618494,0.0006952863,0.0006031244,0.0008589337],"domain_scores_gemma":[0.9978541,0.0007409944,0.0002021267,0.0002798514,0.0005351373,0.0003877526],"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":[0.00003980379,0.0008563835,0.0183763,0.0002009543,0.0001233955,0.00004966451,0.3816827,0.00005142688,0.001466483,0.3471746,0.2026108,0.04736754],"study_design_scores_gemma":[0.0005507494,0.0005201228,0.0362335,0.0001914603,0.00008630122,0.00001246426,0.009929309,0.000790912,0.00006774048,0.01592175,0.9350354,0.0006602548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5876573,0.003639394,0.002223127,0.3253474,0.004820144,0.001232881,0.00003067975,0.0002717282,0.07477728],"genre_scores_gemma":[0.9559903,0.001542377,0.00091668,0.004052417,0.002493593,0.0001675143,0.00002629721,0.00004966174,0.03476113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7324246,"threshold_uncertainty_score":0.9998078,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003463942,0.0001431139,0.0001849602,0.00004882977,0.0005453861,0.00020627,0.0003257365,0.0003097005,0.0003163945],"category_scores_gemma":[0.001421486,0.000158382,0.0001071434,0.0006366263,0.001827208,0.0006991575,0.0001272216,0.000352842,0.0007174684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008622839,"about_ca_system_score_gemma":0.0007865644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00562216,"about_ca_topic_score_gemma":0.00007742363,"domain_scores_codex":[0.9958549,0.002766908,0.0002120699,0.0002698555,0.0002330506,0.0006632021],"domain_scores_gemma":[0.9976481,0.001769789,0.00006590781,0.0001807892,0.00006047804,0.0002749999],"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":[0.000009754635,0.00009519287,0.0002556865,0.00001232945,0.00001142714,0.00003583997,0.004223859,0.0002729088,0.0004900646,0.9749913,0.006977461,0.01262416],"study_design_scores_gemma":[0.0003128165,0.00005548189,0.009499079,0.00006299884,0.000009059024,0.000009901451,0.002542546,0.000671791,0.001250284,0.4627898,0.5226043,0.0001918855],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.190332,0.0009928967,0.00478585,0.06009931,0.0008733333,0.0001942298,0.0000485876,0.0003226292,0.7423511],"genre_scores_gemma":[0.9775058,0.0003765354,0.0003218504,0.002231313,0.0003908134,0.00001682143,0.000007527222,0.00001966948,0.01912968],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7871737,"threshold_uncertainty_score":0.9221845,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009261302,0.0001872263,0.0001735963,0.0001013607,0.001322564,0.0002285497,0.0001589902,0.00007864397,0.01501229],"category_scores_gemma":[0.0001053044,0.0002063447,0.0001301454,0.00007383448,0.0007795237,0.0004187927,0.000158791,0.0003342482,0.0001086635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000276687,"about_ca_system_score_gemma":0.00006662434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001537234,"about_ca_topic_score_gemma":0.0003989743,"domain_scores_codex":[0.9978346,0.0009106582,0.0003154507,0.0002794607,0.0002286634,0.000431204],"domain_scores_gemma":[0.9993191,0.0001870502,0.00009945928,0.00017422,0.000121709,0.00009842644],"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":[0.0001268941,0.0002674808,0.0004562828,0.0001236685,0.00003951335,0.00001975019,0.02190455,0.0001620191,0.0005209132,0.8885394,0.002258061,0.08558142],"study_design_scores_gemma":[0.0007071561,0.0009422374,0.005865784,0.0001557526,0.0001537976,0.00007706763,0.04868822,0.001609306,0.001069051,0.5511962,0.3890641,0.0004713521],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7903832,0.009306759,0.014587,0.002455858,0.002314563,0.0003310243,0.0002430187,0.0001886615,0.1801899],"genre_scores_gemma":[0.9700465,0.0007105805,0.0005488959,0.0005697595,0.0005003511,0.00005144268,0.0001700797,0.00003172209,0.02737074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.386806,"threshold_uncertainty_score":0.9999776,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004822722,0.0003757653,0.000596642,0.00005720576,0.003119355,0.0002802332,0.0003567905,0.0003489965,0.006511913],"category_scores_gemma":[0.00006353688,0.0003113207,0.0004061391,0.0001484884,0.0003965441,0.0003028571,0.0002911635,0.0008845819,0.001350262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00097305,"about_ca_system_score_gemma":0.00005615053,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01467143,"about_ca_topic_score_gemma":0.003593696,"domain_scores_codex":[0.9978082,0.0005414154,0.0004341662,0.0003283962,0.0003077456,0.0005801002],"domain_scores_gemma":[0.9986463,0.0004232127,0.0001960365,0.0003528531,0.0001831027,0.0001985442],"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":[0.00008566913,0.001029516,0.01095956,0.0001720224,0.0007615607,0.00007352819,0.2382217,0.00009389212,0.00009569979,0.2072968,0.5023015,0.03890851],"study_design_scores_gemma":[0.0006311485,0.0002093704,0.001302964,0.0001466385,0.0002757336,0.00001063268,0.02513915,0.0001292554,0.00002358841,0.0009717767,0.9707293,0.000430465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7400278,0.0235554,0.00002951367,0.1872424,0.001156815,0.0002743595,0.0001014896,0.00009308555,0.04751903],"genre_scores_gemma":[0.8837674,0.01823764,0.0000651315,0.002387758,0.000824401,0.00002154899,0.00007433545,0.00004254354,0.09457929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4684277,"threshold_uncertainty_score":0.9999339,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004856995,0.0004748946,0.000372094,0.0001320981,0.001010148,0.001045311,0.0002887305,0.000486686,0.0004554082],"category_scores_gemma":[0.00008517648,0.0004150482,0.0002998251,0.0001405464,0.0006614587,0.0005496879,0.00005909082,0.0006327819,0.0000529892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005879935,"about_ca_system_score_gemma":0.0003110885,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04629509,"about_ca_topic_score_gemma":0.04269687,"domain_scores_codex":[0.9975749,0.0002995851,0.0004227326,0.0004980924,0.0002286848,0.000975979],"domain_scores_gemma":[0.9990518,0.0001314277,0.0001038728,0.000306823,0.0001617439,0.0002442971],"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":[0.0001118144,0.0001898098,0.01227621,0.001366944,0.0002166479,0.0005015892,0.4133928,0.0001238884,0.01539897,0.3197175,0.2067026,0.03000128],"study_design_scores_gemma":[0.0002739873,0.0002416634,0.0149395,0.002957441,0.0002217719,0.0002046228,0.01011205,0.0008072041,0.008766572,0.01487649,0.9460787,0.0005200084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6760383,0.2392439,0.002586121,0.004741021,0.0008602553,0.0002661736,0.000238172,0.0003390365,0.07568702],"genre_scores_gemma":[0.9142889,0.007852224,0.00125059,0.0004014779,0.003473588,0.00005451117,0.0001363847,0.00009142255,0.0724509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7393761,"threshold_uncertainty_score":0.9999917,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00245658,0.0007534972,0.0008114576,0.0001507813,0.002092938,0.0006383935,0.001567762,0.0009057533,0.001152858],"category_scores_gemma":[0.0007756727,0.0008191538,0.0003980904,0.00142234,0.001261149,0.002334971,0.000339396,0.001134201,0.0002492802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007989865,"about_ca_system_score_gemma":0.00126785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09899793,"about_ca_topic_score_gemma":0.1001336,"domain_scores_codex":[0.9930422,0.00130787,0.0008000298,0.001160781,0.001814185,0.001874934],"domain_scores_gemma":[0.9964526,0.0007190418,0.001090545,0.0004990455,0.0005358481,0.0007028662],"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":[0.00009151168,0.0007264096,0.01117604,0.00008160817,0.0001319734,0.0002237306,0.01589886,0.0006837017,0.0002367595,0.04653164,0.8970862,0.02713155],"study_design_scores_gemma":[0.001547354,0.0006990802,0.1640068,0.0003431421,0.0005540033,0.00002351915,0.01164669,0.0006394738,0.0003870389,0.03238654,0.7863348,0.001431523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2193972,0.08806641,0.003521265,0.5238675,0.009141654,0.002643184,0.002671959,0.0006677239,0.1500231],"genre_scores_gemma":[0.7610871,0.1915747,0.001318523,0.005887349,0.004481012,0.00003728804,0.0002554113,0.00008347075,0.03527513],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5416899,"threshold_uncertainty_score":0.9997602,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002308384,0.0001826503,0.0002092703,0.00002584287,0.0007485076,0.0002168541,0.0004333623,0.000400602,0.0001591696],"category_scores_gemma":[0.0008112172,0.0001905431,0.0001312282,0.0005370133,0.00199129,0.0005360665,0.0000774467,0.0002816781,0.0001068313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009109158,"about_ca_system_score_gemma":0.001789476,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1013366,"about_ca_topic_score_gemma":0.02788743,"domain_scores_codex":[0.9973305,0.0008355408,0.0002224875,0.0002861048,0.0006095922,0.0007157789],"domain_scores_gemma":[0.9987714,0.0004029915,0.000217997,0.0001273053,0.0000971752,0.0003831885],"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":[0.00001952679,0.0002057447,0.04528524,0.0000199194,0.00002032465,0.00004361303,0.09709227,0.00006466426,0.0001563952,0.6621585,0.04047548,0.1544583],"study_design_scores_gemma":[0.0004253677,0.0001273253,0.05042366,0.00009607841,0.00003878173,0.00001369088,0.02951662,0.0002413373,0.0001036823,0.3185476,0.6001391,0.0003267328],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4746218,0.003140151,0.0008901444,0.02687184,0.001020106,0.0001788116,0.00002231772,0.00008079429,0.493174],"genre_scores_gemma":[0.9791365,0.0005809135,0.001275273,0.0002898349,0.002399398,0.00002016786,0.000002546938,0.00001910882,0.01627622],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5596637,"threshold_uncertainty_score":0.9898511,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002238743,0.0003809025,0.0004984593,0.0003466404,0.0002601292,0.00007005808,0.0004636344,0.000606503,0.01526962],"category_scores_gemma":[0.0001257917,0.0003039055,0.0003353803,0.0005651233,0.0008022368,0.0002316967,0.00008961485,0.0005734428,0.009216203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001664504,"about_ca_system_score_gemma":0.00008166945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002526133,"about_ca_topic_score_gemma":0.00006273113,"domain_scores_codex":[0.9935999,0.003487765,0.000575621,0.0008485934,0.0003775874,0.001110565],"domain_scores_gemma":[0.9972969,0.001133445,0.0002641793,0.0007764024,0.0001816335,0.0003474338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007488829,0.001456924,0.03358677,0.00004237731,0.0006935216,0.0004823926,0.005357488,0.000002340106,0.02002722,0.03120388,0.1097357,0.7966624],"study_design_scores_gemma":[0.006732245,0.0009159319,0.3155833,0.000493189,0.0003162721,0.00094793,0.002269912,0.00007115897,0.001124991,0.04914722,0.6216119,0.0007859425],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2622913,0.006332696,0.025906,0.03306365,0.003881472,0.0005825423,0.0004642565,0.0001408726,0.6673372],"genre_scores_gemma":[0.9191841,0.001328166,0.001124132,0.0009055262,0.0009633456,0.0001097684,0.00007120166,0.0000710255,0.07624274],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7958765,"threshold_uncertainty_score":0.9999413,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002633302,0.0001888801,0.0002810262,0.00002747924,0.003257272,0.0001421416,0.0001046149,0.0001253787,0.001264532],"category_scores_gemma":[0.00007344993,0.0001619536,0.0002661435,0.00007377273,0.0002666127,0.0001530373,0.00003304722,0.0002000863,0.0003480491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006738589,"about_ca_system_score_gemma":0.00005961876,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00838495,"about_ca_topic_score_gemma":0.008240628,"domain_scores_codex":[0.9987112,0.0002339042,0.0002325796,0.0002256119,0.0001585594,0.0004381831],"domain_scores_gemma":[0.9994988,0.0001052493,0.00008140768,0.0001256301,0.00006625921,0.0001225908],"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":[0.00000620066,0.0001736047,0.0002978563,0.00003223578,0.000120975,0.00003381901,0.03998767,0.0000457917,0.00001982803,0.8573927,0.09945782,0.002431477],"study_design_scores_gemma":[0.0002438532,0.00006955183,0.0002084726,0.00002919443,0.000115016,0.000008368651,0.003660736,0.00007135048,0.00001402355,0.01127421,0.9840746,0.0002306515],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3332157,0.05793137,0.0004617907,0.2321886,0.002148109,0.0002577266,0.00005160421,0.0001311496,0.373614],"genre_scores_gemma":[0.7712736,0.006622756,0.00006952584,0.0004090619,0.0009821154,0.00001563236,0.0000115916,0.00002049404,0.2205952],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8846167,"threshold_uncertainty_score":0.9996485,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007558302,0.0002425044,0.0003651773,0.00007647858,0.0007592211,0.0001148099,0.0003977614,0.0002819188,0.002547372],"category_scores_gemma":[0.00007004062,0.0002567767,0.0002633379,0.0007075226,0.0007244844,0.0003514597,0.0001884936,0.0004336839,0.002227024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001902587,"about_ca_system_score_gemma":0.00008161164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01374478,"about_ca_topic_score_gemma":0.00903274,"domain_scores_codex":[0.9977493,0.000529473,0.0002871488,0.0003232677,0.0004951132,0.000615743],"domain_scores_gemma":[0.9990312,0.000241472,0.0001487593,0.0003155308,0.00009974714,0.0001633107],"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":[0.00001346251,0.0003044,0.01169089,0.00005419052,0.000174534,0.00001397028,0.09768054,0.000007613833,0.00004342794,0.7140082,0.0583273,0.1176815],"study_design_scores_gemma":[0.0004244394,0.000175057,0.02261571,0.000105367,0.00004464856,0.000001316073,0.008673372,0.00003739587,0.00002421488,0.01840701,0.9491459,0.0003456385],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3941213,0.05753135,0.00004883999,0.02994997,0.008740963,0.0004976711,0.00001822678,0.0001392706,0.5089524],"genre_scores_gemma":[0.9127401,0.009856693,0.0002863768,0.001607388,0.0007852678,0.00001367823,0.00001388881,0.0000243711,0.07467221],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8908185,"threshold_uncertainty_score":0.9999884,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006727183,0.0001507748,0.0001978003,0.00002869551,0.0004843009,0.00004007674,0.000271578,0.00041194,0.002646699],"category_scores_gemma":[0.0005646419,0.0001747082,0.0001112704,0.0003871196,0.0005973236,0.0002683267,0.00005016182,0.0004313478,0.001246356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004602704,"about_ca_system_score_gemma":0.0008088005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002768588,"about_ca_topic_score_gemma":0.0003561273,"domain_scores_codex":[0.9980578,0.0007376552,0.0002278887,0.0003038938,0.0002134258,0.0004592988],"domain_scores_gemma":[0.9990185,0.0003391734,0.0001355687,0.0001341661,0.00008475647,0.0002878465],"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":[0.00002424689,0.0001232409,0.04546981,0.00005077652,0.0000582865,0.000009494619,0.242415,0.00003941114,0.0003127307,0.1034056,0.5946752,0.01341621],"study_design_scores_gemma":[0.0001823841,0.00007926873,0.03978364,0.00002385155,0.00005327236,0.000003035891,0.01330436,0.00007545449,0.00007183551,0.004738312,0.9414757,0.0002088182],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3704944,0.01162628,0.0005521128,0.5069035,0.01222159,0.0002448649,0.00001504897,0.0001777039,0.09776454],"genre_scores_gemma":[0.953001,0.001354658,0.0007045185,0.01481928,0.003207986,0.00002432251,0.00001483906,0.00002004982,0.02685338],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5825065,"threshold_uncertainty_score":0.9995313,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001103966,0.0005381981,0.0005985818,0.000267412,0.0003010501,0.00003631008,0.0008347367,0.001653663,0.02192608],"category_scores_gemma":[0.0002216612,0.0005767508,0.0002891021,0.0006295891,0.002606763,0.0002305774,0.000151218,0.001829223,0.03106941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004962409,"about_ca_system_score_gemma":0.00009420604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000345882,"about_ca_topic_score_gemma":0.00007295354,"domain_scores_codex":[0.995232,0.001027931,0.0007448533,0.001431174,0.0003219278,0.001242142],"domain_scores_gemma":[0.9977568,0.0002339582,0.0003310823,0.001124845,0.0001906544,0.0003627041],"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":[0.0003551814,0.0008013812,0.0008187248,0.00001706688,0.0001556028,0.00008002928,0.0233994,0.000001128317,0.0004405842,0.08304492,0.65971,0.231176],"study_design_scores_gemma":[0.001791752,0.001995059,0.05638241,0.00007788766,0.00009528614,0.000351806,0.001711336,0.00003026483,0.00003016708,0.01851331,0.9184312,0.000589513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03775135,0.03247945,0.01552721,0.03491309,0.04439766,0.000471697,0.00005057835,0.0002996652,0.8341093],"genre_scores_gemma":[0.7331499,0.00247933,0.002125009,0.01374847,0.007840778,0.00004551576,0.00002117714,0.0001280179,0.2404618],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6953986,"threshold_uncertainty_score":0.9996684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}