{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"687682cbc2fc","filters":{"venue":"INRAE productions animales"}},"results":[{"id":"W4322740470","doi":"10.20870/productions-animales.2022.35.4.7340","title":"Réflexion participative pour une optimisation de l’usage d’antibiotiques garantissant santé et bien-être des porcs et volailles","year":2023,"lang":"fr","type":"article","venue":"INRAE productions animales","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Université de Montréal","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Catherine Belloc","is_ca":false},{"name":"Marie-Jeanne GUENIN","is_ca":false},{"name":"Mily Leblanc-Maridor","is_ca":false},{"name":"A. Hémonic","is_ca":false},{"name":"Nathalie Rousset","is_ca":false},{"name":"Yannick CARRÉ","is_ca":false},{"name":"Charles Facon","is_ca":false},{"name":"Philippe LE COZ","is_ca":false},{"name":"Jocelyn Marguerie","is_ca":false},{"name":"Jean-Marc PETIOT","is_ca":false},{"name":"Maxime JARNOUX","is_ca":false},{"name":"Mathilde Paul","is_ca":false},{"name":"Sophie Molia","is_ca":false},{"name":"Christian Ducrot","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08196536321903346,"gpt":0.3987273315056141,"spread":0.3167619682865806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01177883,0.0006834271,0.00054,0.0007523058,0.001301151,0.002920342,0.0009753244,0.001461678,0.006092221],"category_scores_gemma":[0.01110597,0.0003218382,0.0006791833,0.0007187295,0.001641583,0.001598946,0.00209276,0.001681586,0.001254606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002398781,"about_ca_system_score_gemma":0.00723485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01468768,"about_ca_topic_score_gemma":0.01894964,"domain_scores_codex":[0.9910319,0.00509529,0.000414301,0.0009278739,0.001924788,0.0006058751],"domain_scores_gemma":[0.9889067,0.003847552,0.002099729,0.0008330339,0.003572041,0.000740868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.002269979,0.001557394,0.09667084,0.007040056,0.0004522604,0.0009101908,0.05984237,0.0009731844,0.08219671,0.009508899,0.01093604,0.7276422],"study_design_scores_gemma":[0.0001983358,0.009472837,0.3130764,0.006506718,0.0007466149,0.001367264,0.06970754,0.001208046,0.05194255,0.009081932,0.536386,0.0003057405],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8342781,0.03216442,0.03573453,0.03120179,0.001236603,0.0009252793,0.0008980807,0.0003751003,0.06318617],"genre_scores_gemma":[0.876101,0.01879166,0.04592983,0.005684355,0.0003541761,0.0008690032,0.0007161592,0.0001645846,0.0513893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01468768,"threshold_uncertainty_score":0.06229317,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400591674","doi":"10.20870/productions-animales.2024.37.2.7398","title":"Quels défis au développement de la production porcine en agriculture biologique en France ?","year":2024,"lang":"fr","type":"article","venue":"INRAE productions animales","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological 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":"ASTER","funders":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","keywords":"Humanities; Political science; Combinatorics; Mathematics; Art","authors":[{"name":"Lucile Montagné","is_ca":false},{"name":"Laurent Alibert","is_ca":false},{"name":"Cécile MD BONNEFONT","is_ca":false},{"name":"Jean‐Philippe Choisis","is_ca":false},{"name":"Amandine Durpoix","is_ca":true},{"name":"Hélène Gilbert","is_ca":false},{"name":"Souhil Harchaoui","is_ca":false},{"name":"Catherine Larzul","is_ca":false},{"name":"Bénédicte Lebret","is_ca":false},{"name":"Sarah Lombard","is_ca":false},{"name":"Gilles Martel","is_ca":false},{"name":"Marc MORAINE","is_ca":false},{"name":"L. Picgirard","is_ca":false},{"name":"Thomas Puech","is_ca":true},{"name":"Justine Faure","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01237445064553173,"gpt":0.2780199490060599,"spread":0.2656454983605282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01058964,0.0007041593,0.0005020818,0.001542322,0.001502318,0.005381729,0.001163586,0.001540065,0.003867735],"category_scores_gemma":[0.007684461,0.0002092838,0.0005994124,0.001448341,0.003047335,0.002572662,0.001117123,0.001605987,0.0009186263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005407941,"about_ca_system_score_gemma":0.004390508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06232307,"about_ca_topic_score_gemma":0.06341083,"domain_scores_codex":[0.9948652,0.00166456,0.0001889633,0.001386459,0.001275274,0.0006196159],"domain_scores_gemma":[0.9931769,0.002190359,0.001689537,0.0004743184,0.001998888,0.0004699334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001124763,0.000234555,0.3035801,0.00360059,0.0005564818,0.002805996,0.02424745,0.004738936,0.0817536,0.07909109,0.02582847,0.4724379],"study_design_scores_gemma":[0.00003454397,0.001400098,0.5161135,0.00208026,0.00022041,0.001818023,0.02163786,0.001704427,0.01036428,0.01894116,0.4254644,0.0002210113],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6981845,0.07102958,0.02927998,0.09046636,0.002161035,0.0001433169,0.002103939,0.000333291,0.106298],"genre_scores_gemma":[0.9158188,0.02635689,0.01440667,0.01532512,0.00068421,0.0001849867,0.001234355,0.0001577541,0.02583123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06232307,"threshold_uncertainty_score":0.1239206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393093476","doi":"10.20870/productions-animales.2024.37.1.7554","title":"Nutrition protéique du porc et changement climatique : état des lieux et perspectives","year":2024,"lang":"fr","type":"article","venue":"INRAE productions animales","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Agriculture and Agri-Food Canada; Université Laval","keywords":"Political science","authors":[{"name":"Léa Cappelaere","is_ca":true},{"name":"William Lambert","is_ca":false},{"name":"Josselin Le Cour Grandmaison","is_ca":false},{"name":"Aude Simongiovanni","is_ca":false},{"name":"Marie-Pierre Létourneau-Montminy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01725957872395326,"gpt":0.2771119519514394,"spread":0.2598523732274861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004302948,0.001061624,0.002018878,0.001412982,0.0003583435,0.003679528,0.001006334,0.001391479,0.00409614],"category_scores_gemma":[0.003712854,0.0003599636,0.003293565,0.001952712,0.0009534286,0.001905775,0.000839646,0.001842677,0.0004384307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003039488,"about_ca_system_score_gemma":0.003100726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01878899,"about_ca_topic_score_gemma":0.01415312,"domain_scores_codex":[0.9985514,0.0007600784,0.00008353446,0.0002864797,0.0002391193,0.00007924436],"domain_scores_gemma":[0.9968067,0.002296799,0.0002566554,0.0001096454,0.0004584153,0.00007172714],"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":[0.002970056,0.0009975861,0.04343853,0.09834068,0.01452246,0.001682564,0.003234057,0.05756461,0.02271501,0.0753326,0.01049861,0.6687033],"study_design_scores_gemma":[0.0003937614,0.006092003,0.1200347,0.04616029,0.01767542,0.001745505,0.006899554,0.04258139,0.01860028,0.0887649,0.6503571,0.0006950065],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.06045623,0.910166,0.01162426,0.007502988,0.000833527,0.0001236904,0.0007073897,0.00006617096,0.008519662],"genre_scores_gemma":[0.226393,0.7533683,0.01135106,0.00220804,0.0007075953,0.0002769375,0.0007013342,0.00006326559,0.004930425],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01878899,"threshold_uncertainty_score":0.03735924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404323841","doi":"10.20870/productions-animales.2024.37.3.7496","title":"Le comportement du porc domestique (Sus scrofa domesticus)","year":2024,"lang":"fr","type":"article","venue":"INRAE productions animales","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","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 Laval","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Céline Tallet","is_ca":false},{"name":"Jamie Ahloy‐Dallaire","is_ca":true},{"name":"Azzedine CHEBAHI","is_ca":true},{"name":"Caroline Clouard","is_ca":false},{"name":"Valérie Courboulay","is_ca":false},{"name":"Sébastien Goumon","is_ca":false},{"name":"Mathilde Lanthony","is_ca":false},{"name":"Nicolas Villain","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03758758631454946,"gpt":0.3244331068737871,"spread":0.2868455205592377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006811539,0.0003957496,0.0002775405,0.0008105673,0.0007191913,0.0008960472,0.0002574393,0.0003536024,0.001635339],"category_scores_gemma":[0.0007268767,0.0002091107,0.0003180441,0.0006649566,0.001032357,0.0004830175,0.0005182771,0.0002710326,0.0003187004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008812337,"about_ca_system_score_gemma":0.0005740813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0136732,"about_ca_topic_score_gemma":0.03658936,"domain_scores_codex":[0.9994204,0.0001769351,0.00002475645,0.0001652571,0.0001376199,0.0000750602],"domain_scores_gemma":[0.9986979,0.0003027554,0.0005444528,0.00008153029,0.0002744718,0.0000989934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001001034,0.0002913942,0.4279945,0.001066144,0.0002534519,0.001135589,0.008086741,0.0006317432,0.4472197,0.002632593,0.0005679501,0.109119],"study_design_scores_gemma":[0.00000763022,0.0009908883,0.9631216,0.00009853464,0.00009439346,0.0007031287,0.003484137,0.0003256759,0.02114983,0.0004770051,0.009513961,0.00003323434],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941112,0.001583892,0.001311932,0.00008674712,0.0000144306,0.00001442393,0.0001955891,0.000006116948,0.002675504],"genre_scores_gemma":[0.9908699,0.001781362,0.002223094,0.0001153888,0.00001177012,0.00002747293,0.0003570059,0.000009421583,0.004604515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0136732,"threshold_uncertainty_score":0.02718723,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402507822","doi":"10.20870/productions-animales.2024.37.2.8237","title":"L’élevage de poulets biologiques : les verrous à lever et les opportunités offertes par cette production","year":2024,"lang":"fr","type":"article","venue":"INRAE productions animales","topic":"Livestock and Poultry Management","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ministère de l'Agriculture et de l'Alimentation; Ministry of Agriculture - Saskatchewan","keywords":"Humanities; Political science; Art","authors":[{"name":"Karine GERMAIN","is_ca":false},{"name":"Claire Bonnefous","is_ca":false},{"name":"Ludovic Calandreau","is_ca":false},{"name":"Geoffrey CHIRON","is_ca":false},{"name":"Brieuc Desaint","is_ca":false},{"name":"Élisabeth Le Bihan-Duval","is_ca":false},{"name":"Vitor Hugo Bessa Ferreira","is_ca":false},{"name":"Vanessa Guesdon","is_ca":false},{"name":"Laurence A. GUILLOTEAU","is_ca":false},{"name":"Sarah Lombard","is_ca":false},{"name":"Bertrand Méda","is_ca":false},{"name":"Anne Silvestre","is_ca":false},{"name":"Anne Collin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07898082114967575,"gpt":0.2941745019602159,"spread":0.2151936808105402,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009413649,0.0006720421,0.0005899511,0.0009365304,0.001224734,0.002618869,0.0005188531,0.001165518,0.00997122],"category_scores_gemma":[0.0009037163,0.0003290975,0.0005659625,0.001125048,0.0008603234,0.001201897,0.001191062,0.0009465863,0.002623278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001394348,"about_ca_system_score_gemma":0.001202583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008186555,"about_ca_topic_score_gemma":0.01711393,"domain_scores_codex":[0.998543,0.0002708356,0.00006077842,0.0004203922,0.0004724582,0.0002325245],"domain_scores_gemma":[0.9986234,0.0002704003,0.0005309561,0.00008967014,0.0002765076,0.0002091393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008100227,0.0003886905,0.1679865,0.00169017,0.0002647813,0.001991694,0.004574566,0.0008548131,0.6346422,0.002712288,0.002323308,0.1817609],"study_design_scores_gemma":[0.00002539086,0.002583152,0.8073735,0.0006072238,0.0001906708,0.003842434,0.007341661,0.000898008,0.05518825,0.00188467,0.1199063,0.0001586964],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9361658,0.009795954,0.008074255,0.001561927,0.000141676,0.00008346431,0.00084334,0.0002231181,0.04311039],"genre_scores_gemma":[0.9487736,0.005064047,0.008462215,0.0005257714,0.00008074912,0.00008737842,0.0006802531,0.00009533673,0.03623077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00997122,"threshold_uncertainty_score":0.03335708,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}