{"meta":{"query_hash":"687682cbc2fc","filters":{"venue":"INRAE productions animales"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/687682cbc2fc","api":"https://metacan.xera.ac/api/v1/cohort?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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Université de Montréal","keywords":"Humanities; Political science; Philosophy","score_opus":0.08196536321903346,"score_gpt":0.39872733150561407,"score_spread":0.3167619682865806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322740470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9264723,0.0152865015,0.0006378811,0.051045958,0.00081466936,0.0009990494,0.00036068232,0.00052335294,0.0038596021],"genre_scores_gemma":[0.9378226,0.04342678,0.0030338948,0.00019342721,0.0017336726,0.00009804295,0.00034869794,0.000137732,0.013205159],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99486685,0.00097085314,0.0008416868,0.0010986984,0.00072470994,0.0014972137],"domain_scores_gemma":[0.99727595,0.00053207774,0.00024529916,0.00071612926,0.000797516,0.00043303779],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024623577,0.0005753757,0.00065412326,0.00072869664,0.0006877187,0.0002293349,0.00026729592,0.00035921347,0.0008051349],"category_scores_gemma":[0.002391858,0.00057274144,0.00029118775,0.0026687458,0.0009993952,0.00055901794,0.00024605377,0.0009499527,0.0010507365],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011373415,0.002926358,0.026132295,0.0019160683,0.000828024,0.00085691694,0.017355185,0.0038108565,0.8272148,0.014033072,0.03998966,0.063799426],"study_design_scores_gemma":[0.0024055713,0.0026226686,0.1763459,0.0038103592,0.00090754876,0.00096561096,0.02157466,0.010004811,0.7101788,0.0036662458,0.066152625,0.0013651917],"about_ca_topic_score_codex":0.0018334789,"about_ca_topic_score_gemma":0.00084380707,"teacher_disagreement_score":0.1502136,"about_ca_system_score_codex":0.0006629546,"about_ca_system_score_gemma":0.0013569198,"threshold_uncertainty_score":0.9997271},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Agriculture and Agri-Food Canada; Université Laval","keywords":"Political science","score_opus":0.017259578723953256,"score_gpt":0.2771119519514394,"score_spread":0.2598523732274861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393093476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6717337,0.07132408,0.002530831,0.24344248,0.0008869192,0.0032510392,0.00026224784,0.00037735884,0.0061913687],"genre_scores_gemma":[0.9515746,0.03323803,0.0069328076,0.00023530284,0.00079377386,0.00071128714,0.000059009944,0.000050954222,0.0064042136],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972996,0.00041337576,0.00036743341,0.0009902762,0.00034085734,0.00058847223],"domain_scores_gemma":[0.9992804,0.00006761615,0.000081378734,0.0003442547,0.00004111889,0.0001852304],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00091345276,0.00040963583,0.00024224185,0.00010515565,0.00052686484,0.0003585183,0.00020272747,0.0001876528,0.002953538],"category_scores_gemma":[0.00016203243,0.00035883056,0.00019646478,0.00063514215,0.0013953547,0.001915806,0.00028376584,0.0005583918,0.0007864877],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039597572,0.02120109,0.023038564,0.010538435,0.00086671975,0.0004948947,0.2981869,0.0070680734,0.1685744,0.16996564,0.13644458,0.16322473],"study_design_scores_gemma":[0.00030573911,0.0012491532,0.13688014,0.0010310215,0.00018261444,0.0007609304,0.074363135,0.0003859406,0.0048766453,0.02126642,0.75780904,0.00088921003],"about_ca_topic_score_codex":0.00079223013,"about_ca_topic_score_gemma":0.00085806265,"teacher_disagreement_score":0.6213645,"about_ca_system_score_codex":0.0018783017,"about_ca_system_score_gemma":0.00006392829,"threshold_uncertainty_score":0.99999154},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.012374450645531726,"score_gpt":0.2780199490060599,"score_spread":0.2656454983605282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400591674","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4108417,0.043218147,0.00009995242,0.53903645,0.0031219542,0.0010300858,0.00012062072,0.000408499,0.0021226231],"genre_scores_gemma":[0.76649994,0.036843084,0.0021774464,0.00013299941,0.012493503,0.0002533631,0.00029806094,0.000010661857,0.18129094],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99601316,0.0010475203,0.00053352694,0.0011400186,0.00039313984,0.0008726168],"domain_scores_gemma":[0.9988653,0.0004110674,0.00009393616,0.00014586047,0.00026892123,0.00021490637],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021492718,0.00046873145,0.00034986378,0.00008420554,0.0007654955,0.0003625317,0.0004283887,0.000615849,0.0010598672],"category_scores_gemma":[0.0005174453,0.00019238466,0.00021290474,0.0017383868,0.0004735776,0.0005440058,0.00021178264,0.001002425,0.0005555221],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000514478,0.00055400847,0.015472694,0.00045764828,0.00027931813,0.00009740739,0.0036590155,0.00015702308,0.56221884,0.018853227,0.21705033,0.18114905],"study_design_scores_gemma":[0.000054772605,0.00029073472,0.25914764,0.00045035811,0.00005580271,0.00050841086,0.001536458,0.000010985184,0.019169623,0.0028450305,0.71550584,0.00042430972],"about_ca_topic_score_codex":0.0010790533,"about_ca_topic_score_gemma":0.00037603456,"teacher_disagreement_score":0.5430492,"about_ca_system_score_codex":0.0007164563,"about_ca_system_score_gemma":0.00026399476,"threshold_uncertainty_score":0.9998533},"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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ministère de l'Agriculture et de l'Alimentation; Ministry of Agriculture - Saskatchewan","keywords":"Humanities; Political science; Art","score_opus":0.07898082114967575,"score_gpt":0.29417450196021594,"score_spread":0.2151936808105402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402507822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7439197,0.035774965,0.00007128911,0.21424276,0.0027031668,0.0006052636,0.00018288699,0.0005372308,0.001962803],"genre_scores_gemma":[0.9345854,0.01082107,0.0012210162,0.00031213262,0.0042811255,0.00013278353,0.00015002297,0.000013233158,0.04848323],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968004,0.0006853521,0.00047535734,0.0011057043,0.00025091786,0.0006822716],"domain_scores_gemma":[0.9990941,0.00020091714,0.00012336444,0.00023132129,0.00018258108,0.00016768306],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010082779,0.00045258965,0.00031919443,0.000105722844,0.00089848635,0.00042686277,0.00036677992,0.00035727632,0.0013899899],"category_scores_gemma":[0.00034831133,0.00024262507,0.00022555594,0.0007131423,0.00059376284,0.0007193273,0.00021733728,0.00066897884,0.00023413863],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108201544,0.0010884613,0.032005254,0.0008780068,0.0004806216,0.00020357642,0.0021990135,0.00024902387,0.3071438,0.060011618,0.15769608,0.43793634],"study_design_scores_gemma":[0.00005710567,0.0007328395,0.11140534,0.00042852465,0.00019383401,0.0003359255,0.002441191,0.00009265367,0.007850815,0.003210155,0.8726655,0.000586075],"about_ca_topic_score_codex":0.0023896813,"about_ca_topic_score_gemma":0.00061744836,"teacher_disagreement_score":0.71496946,"about_ca_system_score_codex":0.00012410017,"about_ca_system_score_gemma":0.00008823306,"threshold_uncertainty_score":0.99952286},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Philosophy","score_opus":0.03758758631454946,"score_gpt":0.3244331068737871,"score_spread":0.2868455205592377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404323841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5417246,0.26524597,0.0013667635,0.14866973,0.01397476,0.0016714539,0.00083479914,0.0015453213,0.024966598],"genre_scores_gemma":[0.97452575,0.005023912,0.0019928915,0.00008990682,0.0034754365,0.0002590146,0.00007322007,0.00013443951,0.014425408],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99649024,0.0002009243,0.00084462785,0.0012825625,0.00038628667,0.00079533906],"domain_scores_gemma":[0.9985472,0.000120633515,0.00013098588,0.0006185117,0.00036584528,0.00021685248],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000543686,0.0006186796,0.0005751039,0.0003332252,0.0010665137,0.0003840381,0.00031354977,0.00023418984,0.0008816199],"category_scores_gemma":[0.00014672302,0.00063947396,0.0003649962,0.0008287975,0.0010060212,0.0006846839,0.00040123044,0.0006905535,0.0013613807],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005702387,0.0037420993,0.024789821,0.0032581699,0.0017273845,0.008186983,0.0056374054,0.00009615228,0.064529724,0.6545926,0.18914784,0.04372159],"study_design_scores_gemma":[0.0003655845,0.0014206874,0.104404256,0.00081286835,0.00053001795,0.0043769367,0.0027205783,0.00009910911,0.00046682946,0.0014260521,0.882529,0.0008480499],"about_ca_topic_score_codex":0.0016476414,"about_ca_topic_score_gemma":0.00016355907,"teacher_disagreement_score":0.6933812,"about_ca_system_score_codex":0.0002684795,"about_ca_system_score_gemma":0.0005419554,"threshold_uncertainty_score":0.99960566},"labels":[],"label_agreement":null}]}