{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"d132135b855e","filters":{"venue":"Zilsel"}},"results":[{"id":"W2898024911","doi":"10.3917/zil.004.0139","title":"Les transformations de la production du savoir : de l’unité de connaissance à l’unité comptable","year":2018,"lang":"fr","type":"article","venue":"Zilsel","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Yves Gingras","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03390869160764313,"gpt":0.2713719924499781,"spread":0.2374633008423349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001008953,0.0001990949,0.0001739544,0.00002491085,0.00121944,0.0001733046,0.0003312781,0.0002882789,0.003063647],"category_scores_gemma":[0.0001619103,0.00009032262,0.00009131407,0.0006003891,0.0006510213,0.0003547904,0.00004967219,0.00037258,0.0003671412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002248479,"about_ca_system_score_gemma":0.0001071397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001757806,"about_ca_topic_score_gemma":0.0009600581,"domain_scores_codex":[0.998084,0.0004353856,0.0002387861,0.0002597022,0.0002329939,0.0007491373],"domain_scores_gemma":[0.9991527,0.000231868,0.0000664689,0.00006697594,0.0002402207,0.0002418259],"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":[0.00009164616,0.0006529228,0.05090958,0.0001657711,0.0001000295,0.00002490796,0.007179721,0.0001003037,0.1753612,0.04464304,0.500574,0.2201969],"study_design_scores_gemma":[0.0001628979,0.0002026304,0.4074676,0.0001460348,0.0000277844,0.0002008863,0.001679621,0.0003960768,0.02117745,0.005574247,0.5626861,0.0002786059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8408266,0.002045147,0.000500486,0.0834148,0.0004158983,0.0003870105,0.00003802354,0.0001249107,0.07224707],"genre_scores_gemma":[0.957646,0.002092647,0.0007152929,0.0003850325,0.001700245,0.00003449184,0.00005261616,0.000002827339,0.03737089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3565581,"threshold_uncertainty_score":0.9978477,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283735422","doi":"10.3917/zil.010.0467","title":"Des conditions d’abstraction légitime en sciences sociales","year":2022,"lang":"fr","type":"article","venue":"Zilsel","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Abstraction; Sociology; Computer science; Philosophy; Epistemology","authors":[{"name":"Johan Giry","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.118437109309109,"gpt":0.3473994251659793,"spread":0.2289623158568703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001389868,0.0001583723,0.0002145348,0.00008431571,0.01136311,0.0001337468,0.0003489641,0.00009918203,0.008663866],"category_scores_gemma":[0.0002558542,0.0001900376,0.0001752584,0.0009899273,0.006870274,0.0004793094,0.0001617176,0.0003389863,0.0003500992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001891624,"about_ca_system_score_gemma":0.0007019903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02555975,"about_ca_topic_score_gemma":0.006448013,"domain_scores_codex":[0.9972895,0.0008774168,0.0002411624,0.0003119747,0.0006973554,0.0005825311],"domain_scores_gemma":[0.9989469,0.0006360377,0.0001452002,0.00007838031,0.00007967569,0.0001137965],"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":[0.000003185983,0.0002626377,0.001338536,0.00001863313,0.00007114479,0.00001106458,0.0412016,0.0001932248,0.00006307288,0.8249843,0.1220545,0.009798213],"study_design_scores_gemma":[0.0001558712,0.0001353808,0.01027996,0.00001634896,0.00005874943,0.000004460159,0.05611777,0.00004757978,0.00001577264,0.1979851,0.7349254,0.000257633],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1782741,0.03029472,0.00007593644,0.01954537,0.008131648,0.000410022,0.0003768273,0.0001929757,0.7626984],"genre_scores_gemma":[0.91454,0.002115862,0.00031167,0.0005231881,0.001466667,0.00009380913,0.00001620969,0.00001379143,0.08091878],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7362659,"threshold_uncertainty_score":0.9958324,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388906917","doi":"10.3917/zil.012.0097","title":"Commercialisation de la recherche et hiérarchie du champ universitaire : le cas de l’Université McGill, 1930-1960","year":2023,"lang":"fr","type":"article","venue":"Zilsel","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Maxime Colleret","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1078857520652647,"gpt":0.3100563462774558,"spread":0.2021705942121911,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002532671,0.0001041798,0.0001386683,0.0003622953,0.001985161,0.0001259714,0.0003082839,0.0004201508,0.0006266246],"category_scores_gemma":[0.0003452897,0.0001745933,0.0001188633,0.001002317,0.0009288401,0.0003951682,0.00007969519,0.0004820125,0.0004436973],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006146368,"about_ca_system_score_gemma":0.002625275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7576633,"about_ca_topic_score_gemma":0.8085617,"domain_scores_codex":[0.9969203,0.002128653,0.0001040807,0.0002075507,0.0002016023,0.0004377586],"domain_scores_gemma":[0.9986613,0.0007848178,0.00007078274,0.0001488511,0.00005111655,0.0002831678],"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":[0.00001935508,0.00008215159,0.001074967,0.00004907863,0.00004974717,0.0003545281,0.2108542,0.0001101383,0.0001399129,0.2803406,0.4382262,0.06869914],"study_design_scores_gemma":[0.0002996931,0.00002617462,0.01462843,0.00003726158,0.00003726193,0.000009487092,0.02714867,0.0001452838,0.00001089579,0.009194731,0.9482824,0.0001796848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2561284,0.00122314,0.0001677636,0.143368,0.001231576,0.0002183345,0.0003136039,0.0002678926,0.5970813],"genre_scores_gemma":[0.6349722,0.02899744,0.0008113295,0.002729437,0.0009713336,0.00000658012,0.00009721948,0.00006803604,0.3313464],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5100562,"threshold_uncertainty_score":0.9993141,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}