{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":28,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":28,"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":"6a8c458d334f","filters":{"venue":"Presses de l’EHESP eBooks"}},"results":[{"id":"W2198378834","doi":"10.3917/ehesp.bela.2013.01.0139","title":"La fragilité des personnes âgées","year":2013,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Université de Montréal","funders":"","keywords":"Geography","authors":[{"name":"Véronique Provencher","is_ca":true},{"name":"Louise Demers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03256781666203901,"gpt":0.2584262774763455,"spread":0.2258584608143065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.000512299,0.001400353,0.001446563,0.0003432731,0.000357803,0.0003434093,0.0008688713,0.001768127,0.02721662],"category_scores_gemma":[0.0009420442,0.001364465,0.0006593571,0.00003429739,0.002843673,0.0002824897,0.0004933656,0.001985409,0.009106361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000462893,"about_ca_system_score_gemma":0.0003669696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001543361,"about_ca_topic_score_gemma":0.0003350679,"domain_scores_codex":[0.9950718,0.0002819906,0.0009931148,0.001238612,0.0008414637,0.001572986],"domain_scores_gemma":[0.9945598,0.002035002,0.0004312219,0.001532438,0.0005247149,0.0009167705],"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":[0.0003624224,0.0002948141,0.005087488,0.0114411,0.002476471,0.002143012,0.02067378,0.00003086268,0.007583323,0.1573098,0.01581328,0.7767836],"study_design_scores_gemma":[0.002058032,0.0006468611,0.004559773,0.01125627,0.001774413,0.001547374,0.001313449,0.0003811283,0.006939829,0.03522417,0.9326198,0.001678953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02206789,0.02610091,0.0005479532,0.0007486263,0.001323187,0.001651642,0.000147992,0.0004766836,0.9469351],"genre_scores_gemma":[0.3837138,0.002315904,0.005925817,0.0008443421,0.003057967,0.0003166336,0.00009419827,0.0004708297,0.6032605],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9168065,"threshold_uncertainty_score":0.9998747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2207699962","doi":"10.3917/ehesp.bela.2013.01.0051","title":"La fragilité des personnes âgées","year":2013,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; Université de Sherbrooke","funders":"","keywords":"Medicine","authors":[{"name":"Tamàs Fülöp","is_ca":false},{"name":"Alan A. Cohen","is_ca":true},{"name":"Janet E. McElhaney","is_ca":false},{"name":"José Morais","is_ca":true},{"name":"Anis Larbi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03256781666203901,"gpt":0.2584262774763455,"spread":0.2258584608143065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.000512299,0.001400353,0.001446563,0.0003432731,0.000357803,0.0003434093,0.0008688713,0.001768127,0.02721662],"category_scores_gemma":[0.0009420442,0.001364465,0.0006593571,0.00003429739,0.002843673,0.0002824897,0.0004933656,0.001985409,0.009106361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000462893,"about_ca_system_score_gemma":0.0003669696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001543361,"about_ca_topic_score_gemma":0.0003350679,"domain_scores_codex":[0.9950718,0.0002819906,0.0009931148,0.001238612,0.0008414637,0.001572986],"domain_scores_gemma":[0.9945598,0.002035002,0.0004312219,0.001532438,0.0005247149,0.0009167705],"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":[0.0003624224,0.0002948141,0.005087488,0.0114411,0.002476471,0.002143012,0.02067378,0.00003086268,0.007583323,0.1573098,0.01581328,0.7767836],"study_design_scores_gemma":[0.002058032,0.0006468611,0.004559773,0.01125627,0.001774413,0.001547374,0.001313449,0.0003811283,0.006939829,0.03522417,0.9326198,0.001678953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02206789,0.02610091,0.0005479532,0.0007486263,0.001323187,0.001651642,0.000147992,0.0004766836,0.9469351],"genre_scores_gemma":[0.3837138,0.002315904,0.005925817,0.0008443421,0.003057967,0.0003166336,0.00009419827,0.0004708297,0.6032605],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9168065,"threshold_uncertainty_score":0.9998747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380344837","doi":"10.3917/ehesp.goupi.2023.01.0551","title":"Environnement et santé publique","year":2023,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Public Health; Université de Montréal; University of Ottawa; Health Canada; Institut National de Santé Publique du Québec","funders":"","keywords":"Geology","authors":[{"name":"Stéphane Buteau","is_ca":true},{"name":"Éric Lavigne","is_ca":true},{"name":"Tarik Benmarhnia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06976219684307874,"gpt":0.312499676928643,"spread":0.2427374800855643,"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":[0.00188241,0.0008542556,0.0007502006,0.0001580888,0.0005223141,0.0002871431,0.0009407298,0.0009704236,0.02716736],"category_scores_gemma":[0.0002590969,0.000910791,0.0003101772,0.00004038311,0.001065937,0.0003785604,0.001187537,0.001379676,0.01559235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008807572,"about_ca_system_score_gemma":0.0002920918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003163558,"about_ca_topic_score_gemma":0.002620706,"domain_scores_codex":[0.9949455,0.0004172599,0.001014982,0.00109768,0.0009807769,0.00154375],"domain_scores_gemma":[0.996455,0.0008564031,0.0005607714,0.00106594,0.00002331157,0.001038551],"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":[0.0001242889,0.0001596666,0.001691226,0.001325075,0.0002311322,0.000289233,0.004203431,0.0007797753,0.0008586303,0.7472645,0.02900644,0.2140666],"study_design_scores_gemma":[0.0004365625,0.0003237025,0.01636841,0.0006142814,0.0001398478,0.00004041059,0.0001172104,0.0003962113,0.0009224339,0.07523303,0.904466,0.0009419135],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001299277,0.0009049199,0.004020525,0.0153796,0.0008400748,0.001425951,0.0003412513,0.0003591866,0.9754292],"genre_scores_gemma":[0.1219385,0.007316513,0.007305978,0.04781711,0.00127271,0.0003962488,0.0002509294,0.0006059947,0.813096],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8754596,"threshold_uncertainty_score":0.9993343,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2942727455","doi":"10.3917/ehesp.cress.2004.01.0291","title":"Normes et valeurs dans le champ de la santé","year":2004,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Intégré de Santé et Services Sociaux de Chaudière-Appalache","funders":"","keywords":"Political science; Philosophy","authors":[{"name":"Michèle Clément","is_ca":true},{"name":"Éric Gagnon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07963689540270255,"gpt":0.4351296156276128,"spread":0.3554927202249102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.007780835,0.001035998,0.001298609,0.0002914839,0.001532008,0.0002410072,0.0008822082,0.003092062,0.003868793],"category_scores_gemma":[0.001448959,0.001052773,0.0004258078,0.00004403515,0.0007345232,0.0004303893,0.0004929302,0.00509891,0.001172807],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009563692,"about_ca_system_score_gemma":0.0078931,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02132203,"about_ca_topic_score_gemma":0.005690541,"domain_scores_codex":[0.9853236,0.009400623,0.001660464,0.001062978,0.0006821523,0.001870197],"domain_scores_gemma":[0.9863036,0.009585204,0.001488053,0.001290564,0.0003245896,0.001007989],"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":[0.0002148333,0.000133653,0.003964908,0.00896527,0.0004313554,0.0006182691,0.0622993,0.00005689071,0.0008294943,0.8733538,0.003155629,0.04597663],"study_design_scores_gemma":[0.001035743,0.0002185548,0.004919907,0.006092582,0.000155803,0.0002751388,0.005901626,0.00002393576,0.0003220495,0.0742152,0.9058955,0.0009439303],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006614497,0.006227903,0.003271255,0.005762213,0.001833743,0.002156002,0.0004784864,0.0003500107,0.9733059],"genre_scores_gemma":[0.7724783,0.005254726,0.003351202,0.00468708,0.002688443,0.0004807746,0.0001167888,0.0004951785,0.2104475],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9027399,"threshold_uncertainty_score":0.9997678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4235751700","doi":"10.3917/ehesp.queni.2009.01.0089","title":"L'intergénérationnel","year":2009,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre de Santé et de Services Sociaux de la Vieille-Capitale","funders":"","keywords":"Environmental science","authors":[{"name":"Claudine Attias-Donfut","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02240750311179262,"gpt":0.2601866768160094,"spread":0.2377791737042168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004419319,0.0005189973,0.0004507208,0.0001430229,0.0007515,0.0004420967,0.0006859177,0.0006638034,0.003417378],"category_scores_gemma":[0.00009048572,0.0005984227,0.0004337407,0.00002972058,0.0005406708,0.0002178548,0.0001425547,0.0005591786,0.000570455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004432022,"about_ca_system_score_gemma":0.0003651751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005782864,"about_ca_topic_score_gemma":0.002779118,"domain_scores_codex":[0.9973266,0.0001565015,0.0005982728,0.0006118277,0.0006567921,0.0006500052],"domain_scores_gemma":[0.9983884,0.0002284036,0.0003485047,0.0004000432,0.0003656614,0.0002689546],"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":[0.0000169995,0.00002327764,0.00005870371,0.00004462744,0.0001149664,0.00003683712,0.002408254,0.0002631547,0.0007712709,0.9351845,0.001573093,0.05950435],"study_design_scores_gemma":[0.0001833107,0.0001301424,0.0002048321,0.000545779,0.0001694185,0.00001831115,0.0004308623,0.002669972,0.0002706414,0.2102869,0.7842965,0.0007933787],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002786021,0.001233401,0.003905585,0.001517763,0.001763232,0.0003902044,0.00005702597,0.0001166395,0.9882301],"genre_scores_gemma":[0.452292,0.0005449869,0.001011045,0.001656141,0.002063642,0.00003219171,0.00006867519,0.00007114327,0.5422602],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7827234,"threshold_uncertainty_score":0.9996467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3203610825","doi":"10.3917/ehesp.mises.2020.01.0031","title":"Classification française des troubles mentaux de l'enfant et de l'adolescent - R2020","year":2020,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Computer science","authors":[{"name":"Roger Misès","is_ca":false},{"name":"Michel Botbol","is_ca":false},{"name":"Claude Bursztejn","is_ca":true},{"name":"Bernard Golse","is_ca":false},{"name":"Christian Portelli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03418190182973945,"gpt":0.2431872691570623,"spread":0.2090053673273228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000304478,0.0009340413,0.0007365537,0.0002566685,0.0001810946,0.0002760965,0.0008053918,0.0009903383,0.0002218094],"category_scores_gemma":[0.0001799835,0.001067619,0.0003521022,0.00005438983,0.0003889415,0.0001538907,0.0002788802,0.001544842,0.0001706539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009483153,"about_ca_system_score_gemma":0.0002694422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002569684,"about_ca_topic_score_gemma":0.0001112928,"domain_scores_codex":[0.997243,0.00007231332,0.000662026,0.0006936212,0.0003430215,0.0009860223],"domain_scores_gemma":[0.9983544,0.0002638088,0.0001781506,0.0007355507,0.0000741174,0.0003939507],"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":[0.0001998075,0.0001655514,0.005514655,0.007804142,0.001642107,0.0005025672,0.005408506,0.03304163,0.2116019,0.6032402,0.00545777,0.1254211],"study_design_scores_gemma":[0.001173054,0.0003108784,0.01138579,0.003630519,0.001064307,0.0002171063,0.0005645067,0.04156198,0.1247031,0.0261295,0.7867176,0.002541669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06027764,0.03705169,0.3700676,0.004201109,0.001807864,0.002429539,0.0004920235,0.01017288,0.5134997],"genre_scores_gemma":[0.9557613,0.003233024,0.03633924,0.0002140419,0.0004283277,0.0002011243,0.00007378295,0.0003694117,0.003379786],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8954836,"threshold_uncertainty_score":0.9991774,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2181151131","doi":"10.3917/ehesp.bela.2013.01.0123","title":"La fragilité des personnes âgées","year":2013,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University; Jewish General Hospital; Montreal General Hospital","funders":"","keywords":"Political science","authors":[{"name":"F. Rétornaz","is_ca":false},{"name":"Sathya Karunananthan","is_ca":true},{"name":"Nadia Sourial","is_ca":true},{"name":"Isabelle Vedel","is_ca":true},{"name":"Howard Bergman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03256781666203901,"gpt":0.2584262774763455,"spread":0.2258584608143065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.000512299,0.001400353,0.001446563,0.0003432731,0.000357803,0.0003434093,0.0008688713,0.001768127,0.02721662],"category_scores_gemma":[0.0009420442,0.001364465,0.0006593571,0.00003429739,0.002843673,0.0002824897,0.0004933656,0.001985409,0.009106361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000462893,"about_ca_system_score_gemma":0.0003669696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001543361,"about_ca_topic_score_gemma":0.0003350679,"domain_scores_codex":[0.9950718,0.0002819906,0.0009931148,0.001238612,0.0008414637,0.001572986],"domain_scores_gemma":[0.9945598,0.002035002,0.0004312219,0.001532438,0.0005247149,0.0009167705],"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":[0.0003624224,0.0002948141,0.005087488,0.0114411,0.002476471,0.002143012,0.02067378,0.00003086268,0.007583323,0.1573098,0.01581328,0.7767836],"study_design_scores_gemma":[0.002058032,0.0006468611,0.004559773,0.01125627,0.001774413,0.001547374,0.001313449,0.0003811283,0.006939829,0.03522417,0.9326198,0.001678953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02206789,0.02610091,0.0005479532,0.0007486263,0.001323187,0.001651642,0.000147992,0.0004766836,0.9469351],"genre_scores_gemma":[0.3837138,0.002315904,0.005925817,0.0008443421,0.003057967,0.0003166336,0.00009419827,0.0004708297,0.6032605],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9168065,"threshold_uncertainty_score":0.9998747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381611321","doi":"10.3917/ehesp.goupi.2023.01","title":"Environnement et santé publique","year":2023,"lang":"fr","type":"book","venue":"Presses de l’EHESP eBooks","topic":"French Urban and Social Studies","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":"Université de Montréal; Institut National de Santé Publique du Québec","funders":"","keywords":"Political science; Computer science; Environmental science","authors":[{"name":"Maximilien Debia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05110903104151792,"gpt":0.283094782643141,"spread":0.231985751601623,"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":[0.001438432,0.0007226653,0.0008864866,0.0001685356,0.00129684,0.0004750575,0.001058915,0.0009320289,0.001937674],"category_scores_gemma":[0.0006024314,0.0007785371,0.0005198001,0.0001483891,0.002270245,0.0002275438,0.0007217772,0.001006231,0.001489788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001740818,"about_ca_system_score_gemma":0.001433791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009375937,"about_ca_topic_score_gemma":0.01866388,"domain_scores_codex":[0.9950319,0.000977368,0.0006851829,0.0008551877,0.001051673,0.001398698],"domain_scores_gemma":[0.9970744,0.001402532,0.0004415005,0.0004947796,0.0001555428,0.0004312656],"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":[0.00001297848,0.00008724114,0.0002625874,0.0003033937,0.0005171525,0.0000950182,0.031176,0.0000173961,0.00003691112,0.7460638,0.188422,0.03300553],"study_design_scores_gemma":[0.0002519538,0.00009518726,0.001443578,0.0003213843,0.0002074502,0.00000153463,0.001581951,0.00001745767,0.00005237154,0.1162661,0.8790506,0.0007104203],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005366157,0.01540023,0.0003657658,0.00294758,0.00295774,0.0009522219,0.0001421014,0.0004638446,0.9762339],"genre_scores_gemma":[0.0312981,0.01011022,0.0003501248,0.001814893,0.003286607,0.0004489255,0.00008500243,0.0001657943,0.9524403],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6906286,"threshold_uncertainty_score":0.9994665,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380344669","doi":"10.3917/ehesp.goupi.2023.01.0433","title":"Environnement et santé publique","year":2023,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Université du Québec à Rimouski; Institut National de Santé Publique du Québec","funders":"","keywords":"Political science","authors":[{"name":"Emmanuelle Bouchard-Bastien","is_ca":true},{"name":"Geneviève Brisson","is_ca":true},{"name":"Isabelle Goupil‐Sormany","is_ca":false},{"name":"André-Anne Parent","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06358205390485461,"gpt":0.2766181558504772,"spread":0.2130361019456226,"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":[0.001107666,0.0007059747,0.0008028176,0.0001557522,0.001140491,0.0003758459,0.0008368154,0.000851263,0.003329285],"category_scores_gemma":[0.0003403147,0.0007583021,0.0005060068,0.00006349981,0.002090583,0.0001981815,0.0006304814,0.0008836139,0.001574276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007521088,"about_ca_system_score_gemma":0.0004397676,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009444181,"about_ca_topic_score_gemma":0.01640462,"domain_scores_codex":[0.9960967,0.0003882834,0.0006480246,0.0007999119,0.0009472769,0.001119836],"domain_scores_gemma":[0.9976341,0.0009505638,0.0004099238,0.0004616358,0.0001491283,0.000394633],"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":[0.00001114839,0.00003819028,0.0001378336,0.0001366795,0.0004075991,0.00007858858,0.01606847,0.000009597154,0.00003636206,0.9333948,0.01345646,0.03622419],"study_design_scores_gemma":[0.0002065288,0.00008581659,0.000828231,0.0002638207,0.000182331,0.000001616887,0.0009334371,0.00001202113,0.00005538144,0.191253,0.8055287,0.0006491181],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003658366,0.01042615,0.0002865206,0.003281505,0.002265334,0.000799013,0.0001227545,0.000390698,0.9820622],"genre_scores_gemma":[0.112733,0.01531056,0.0004234857,0.001855008,0.002494493,0.0002578643,0.00004927892,0.0001967479,0.8666796],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7920722,"threshold_uncertainty_score":0.9994868,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945681386","doi":"10.3917/ehesp.queni.2009.01.0267","title":"L'intergénérationnel","year":2009,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Political science","authors":[{"name":"Michèle Vatz-Laaroussi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05003881288524874,"gpt":0.3400123355931842,"spread":0.2899735227079355,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0006796822,0.0009372812,0.00118274,0.0002422629,0.001509191,0.0001811537,0.0008026239,0.002301969,0.00914087],"category_scores_gemma":[0.0003111873,0.001035701,0.0005627902,0.00002964179,0.0005260734,0.0002256538,0.0003598636,0.002763573,0.00302106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004963109,"about_ca_system_score_gemma":0.0006484415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001151813,"about_ca_topic_score_gemma":0.001943175,"domain_scores_codex":[0.9951399,0.0006523685,0.00131384,0.000923937,0.0006048339,0.001365095],"domain_scores_gemma":[0.996011,0.001013097,0.0008820631,0.0009568941,0.0005513132,0.0005856171],"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":[0.0001733521,0.000112019,0.001092379,0.001865015,0.0005702002,0.0002913862,0.09456935,0.00001469041,0.0003129391,0.6946095,0.02196871,0.1844205],"study_design_scores_gemma":[0.0007496524,0.00023187,0.0007370498,0.003356089,0.0005441675,0.00001618116,0.006541743,0.00007541789,0.0003445484,0.2188605,0.7673852,0.001157521],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002358916,0.004888692,0.002663909,0.001779229,0.002482178,0.001578891,0.0001105451,0.0004552709,0.9836824],"genre_scores_gemma":[0.2622006,0.00117064,0.001212832,0.009707487,0.004826621,0.0001426124,0.00015278,0.0002575638,0.7203288],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7454165,"threshold_uncertainty_score":0.9997907,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380364054","doi":"10.3917/ehesp.goupi.2023.01.0305","title":"Environnement et santé publique","year":2023,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Institut National de Santé Publique du Québec","funders":"","keywords":"Geography","authors":[{"name":"Julio C. Soto","is_ca":true},{"name":"Juliana Ayres Hutter","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03350580607600846,"gpt":0.2707406467298195,"spread":0.237234840653811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00235657,0.001288613,0.0009058735,0.0002640672,0.0005914363,0.000333571,0.001220882,0.0009969869,0.03065599],"category_scores_gemma":[0.0003199848,0.001469787,0.0004220561,0.00005907714,0.001560078,0.0005006345,0.002111133,0.002005854,0.02429167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001623558,"about_ca_system_score_gemma":0.0002108732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001961677,"about_ca_topic_score_gemma":0.001329864,"domain_scores_codex":[0.9924548,0.0006629207,0.001198644,0.002350632,0.001363768,0.001969275],"domain_scores_gemma":[0.9954882,0.0011903,0.0006992632,0.00163602,0.00002194331,0.000964303],"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":[0.0001561002,0.0004431931,0.01309226,0.001415148,0.000847732,0.001704799,0.005341545,0.002482043,0.02258372,0.2778632,0.005353092,0.6687171],"study_design_scores_gemma":[0.0008183392,0.0003044357,0.04322117,0.0009470411,0.00033501,0.00008353269,0.0002245483,0.0005993093,0.005192937,0.03391076,0.9124738,0.001889131],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007804875,0.000848958,0.007460681,0.003452941,0.0007774375,0.002537644,0.0003935535,0.0004075792,0.9763163],"genre_scores_gemma":[0.5491693,0.009738648,0.004910118,0.01301154,0.0009646943,0.0009254132,0.0003089888,0.001010504,0.4199608],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9071207,"threshold_uncertainty_score":0.9999866,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2958124604","doi":"10.3917/ehesp.ridde.2015.01.0009","title":"30 idées reçues en santé mondiale","year":2015,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Healthcare Systems and Practices","field":"Health Professions","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; Institut National de Santé Publique du Québec","funders":"","keywords":"Computer science","authors":[{"name":"Valéry Ridde","is_ca":true},{"name":"Ludovic Queuille","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1829791167145521,"gpt":0.4569796332193988,"spread":0.2740005165048466,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.006303005,0.001200316,0.001813886,0.0003637973,0.001165542,0.000221527,0.001076137,0.003679847,0.01860652],"category_scores_gemma":[0.002794737,0.001155924,0.0003912689,0.00004319981,0.0004440075,0.0005059444,0.0008156265,0.004629778,0.01001787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008278995,"about_ca_system_score_gemma":0.002935138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006041102,"about_ca_topic_score_gemma":0.001855363,"domain_scores_codex":[0.9875924,0.005840752,0.002269657,0.001255722,0.001092958,0.001948537],"domain_scores_gemma":[0.9859569,0.007976133,0.00198139,0.00164958,0.0009676263,0.001468366],"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":[0.0005910546,0.0001308358,0.00413225,0.01521832,0.0009951398,0.0007727008,0.05549344,0.00001661763,0.0003861064,0.4869705,0.1136403,0.3216528],"study_design_scores_gemma":[0.000712348,0.0003612946,0.0006099764,0.004638292,0.0003713072,0.00008040456,0.002817617,0.00004264879,0.0000774433,0.0391057,0.9501478,0.001035168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002106387,0.03324845,0.0002682423,0.00500252,0.005180297,0.003171164,0.0006085285,0.0004153494,0.9499991],"genre_scores_gemma":[0.3130671,0.005987403,0.002403976,0.002556397,0.0116614,0.0006050299,0.0001587078,0.0005901284,0.6629698],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8365075,"threshold_uncertainty_score":0.9990891,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4255712039","doi":"10.3917/ehesp.moret.2015.01.0161","title":"Les conflits d’intérêts à l’hôpital public : le débat","year":2015,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Canadian Identity and History","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 de Sherbrooke","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Anne-Marie Savard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08568602298922114,"gpt":0.2610802879904091,"spread":0.1753942650011879,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0008079842,0.0005539203,0.0007077533,0.0006652025,0.001809496,0.001774334,0.001139313,0.00110889,0.009268073],"category_scores_gemma":[0.0003189471,0.000787919,0.0004346259,0.00006209366,0.00442387,0.0005101216,0.0002988907,0.0009164077,0.001960597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002291488,"about_ca_system_score_gemma":0.005122499,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4039379,"about_ca_topic_score_gemma":0.7992696,"domain_scores_codex":[0.9963164,0.0002634019,0.0006019668,0.0007875748,0.0009196177,0.001110993],"domain_scores_gemma":[0.9968896,0.0002476709,0.0004421284,0.0006287807,0.0005399034,0.00125191],"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":[0.00001789588,0.00003709712,0.00008043143,0.0001592845,0.0001691917,0.0001345124,0.007736149,0.000003514742,0.00003637317,0.8876932,0.0217696,0.0821628],"study_design_scores_gemma":[0.0003597676,0.0000738526,0.0001615165,0.0002021198,0.0001677391,0.00002808957,0.0006649711,0.000009750212,0.00001637947,0.03867932,0.9588428,0.0007937589],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001677364,0.01191815,0.00007489847,0.002294413,0.001848496,0.0005181385,0.0002502635,0.0001899409,0.9812284],"genre_scores_gemma":[0.2153989,0.000575544,0.0001081317,0.000307254,0.001468325,0.00004733439,0.0000505438,0.0001154518,0.7819285],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9370731,"threshold_uncertainty_score":0.99949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381611479","doi":"10.3917/ehesp.goupi.2023.01.0993","title":"Environnement et santé publique","year":2023,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological 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":"Institut National de la Recherche Scientifique","funders":"","keywords":"Biology","authors":[{"name":"Géraldine Delbès","is_ca":true},{"name":"Cathy Vaillancourt","is_ca":true},{"name":"Isabelle Plante","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03723806008866398,"gpt":0.2544590123105828,"spread":0.2172209522219188,"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":[0.0008052108,0.0007743308,0.0006289444,0.00007056321,0.000548541,0.0005328134,0.00105807,0.0009185492,0.01615771],"category_scores_gemma":[0.0001058445,0.0003260697,0.0004177803,0.00008357577,0.0004282633,0.0002092205,0.001024056,0.001071628,0.005005276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001816242,"about_ca_system_score_gemma":0.0001171966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008671656,"about_ca_topic_score_gemma":0.001399316,"domain_scores_codex":[0.9960373,0.0002422499,0.0006581857,0.0009765023,0.0008921716,0.001193575],"domain_scores_gemma":[0.9980689,0.0007628591,0.0002807615,0.0002150805,0.0001754673,0.000496948],"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":[0.00006162293,0.00009449664,0.001157568,0.0002392664,0.0003648311,0.0002998546,0.0003761008,0.00001231844,0.01983276,0.6867005,0.04274425,0.2481165],"study_design_scores_gemma":[0.0001725054,0.0003159242,0.04901933,0.0004642828,0.0000828808,0.00004292603,0.0001834958,0.00001288999,0.002422615,0.04234709,0.9040389,0.0008971289],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00438581,0.001939411,0.0000480727,0.02742345,0.0006684657,0.001307821,0.0002046973,0.0003749492,0.9636473],"genre_scores_gemma":[0.09155626,0.005439323,0.0002622896,0.001774005,0.001371848,0.0002052735,0.0006482876,0.00002361179,0.8987191],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8612947,"threshold_uncertainty_score":0.9999191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4231098132","doi":"10.3917/ehesp.ridde.2015.01.0035","title":"30 idées reçues en santé mondiale","year":2015,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Healthcare Systems and Practices","field":"Health Professions","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":"Political science","authors":[{"name":"Joseph Lévy","is_ca":true},{"name":"Amara Bamba","is_ca":true},{"name":"Elhadji Mamadou Mbaye","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1829791167145521,"gpt":0.4569796332193988,"spread":0.2740005165048466,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.006303005,0.001200316,0.001813886,0.0003637973,0.001165542,0.000221527,0.001076137,0.003679847,0.01860652],"category_scores_gemma":[0.002794737,0.001155924,0.0003912689,0.00004319981,0.0004440075,0.0005059444,0.0008156265,0.004629778,0.01001787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008278995,"about_ca_system_score_gemma":0.002935138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006041102,"about_ca_topic_score_gemma":0.001855363,"domain_scores_codex":[0.9875924,0.005840752,0.002269657,0.001255722,0.001092958,0.001948537],"domain_scores_gemma":[0.9859569,0.007976133,0.00198139,0.00164958,0.0009676263,0.001468366],"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":[0.0005910546,0.0001308358,0.00413225,0.01521832,0.0009951398,0.0007727008,0.05549344,0.00001661763,0.0003861064,0.4869705,0.1136403,0.3216528],"study_design_scores_gemma":[0.000712348,0.0003612946,0.0006099764,0.004638292,0.0003713072,0.00008040456,0.002817617,0.00004264879,0.0000774433,0.0391057,0.9501478,0.001035168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002106387,0.03324845,0.0002682423,0.00500252,0.005180297,0.003171164,0.0006085285,0.0004153494,0.9499991],"genre_scores_gemma":[0.3130671,0.005987403,0.002403976,0.002556397,0.0116614,0.0006050299,0.0001587078,0.0005901284,0.6629698],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8365075,"threshold_uncertainty_score":0.9990891,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3210583790","doi":"10.3917/ehesp.petia.2021.01.0149","title":"De la prise de parole à l’émancipation des usagers","year":2021,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Migration, Identity, and Health","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":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Political science","authors":[{"name":"Normand Boucher","is_ca":true},{"name":"Francis Charrier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.046546249238258,"gpt":0.3218913740933831,"spread":0.2753451248551251,"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":[0.001726748,0.0003993563,0.0004677478,0.0001380908,0.001330472,0.0006699241,0.0004640813,0.00082934,0.002598316],"category_scores_gemma":[0.0003355022,0.0004822093,0.0002713377,0.00006012837,0.001301473,0.0002965869,0.0001229474,0.0006207748,0.0001235621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008887861,"about_ca_system_score_gemma":0.001868382,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01635696,"about_ca_topic_score_gemma":0.02661969,"domain_scores_codex":[0.9966944,0.0007477713,0.00054458,0.0005491953,0.000559442,0.0009045815],"domain_scores_gemma":[0.9977983,0.0005965314,0.0004138254,0.0003917663,0.0002874492,0.0005121759],"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":[0.00006955862,0.0001431079,0.06925983,0.001686216,0.0002255865,0.0001482196,0.07577457,0.000228852,0.0008938395,0.7886838,0.004020051,0.05886637],"study_design_scores_gemma":[0.0004128435,0.0001091184,0.03687274,0.001062064,0.0004772094,0.00003836387,0.001858765,0.0003398662,0.001332018,0.3270606,0.6295909,0.000845522],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1263436,0.006319395,0.004157866,0.0003229123,0.0003608798,0.000561124,0.00002602377,0.0001457617,0.8617625],"genre_scores_gemma":[0.7202582,0.009961307,0.00382991,0.0009303289,0.001929402,0.0001544015,0.0000578224,0.0001133496,0.2627652],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6255708,"threshold_uncertainty_score":0.9999697,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4233583408","doi":"10.3917/ehesp.louaz.2018.01.0429","title":"Le management en santé","year":2018,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Employment and Social Development Canada","funders":"","keywords":"Environmental science; Geography","authors":[{"name":"Hubert Jaspard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09391908435693457,"gpt":0.4200633718243371,"spread":0.3261442874674025,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.003955386,0.0008930303,0.0011295,0.0003181567,0.001471121,0.0001640543,0.0009441768,0.002201022,0.02246984],"category_scores_gemma":[0.0003700233,0.0009177797,0.0003332231,0.00003475046,0.0004117631,0.000298694,0.0009482888,0.002711745,0.01165944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004193432,"about_ca_system_score_gemma":0.00129202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003237018,"about_ca_topic_score_gemma":0.002197363,"domain_scores_codex":[0.991952,0.002846475,0.001727053,0.001124564,0.0007065238,0.001643386],"domain_scores_gemma":[0.9922721,0.003649135,0.001361219,0.001549821,0.0004015689,0.0007660939],"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":[0.0001959057,0.00005794906,0.000214929,0.01118786,0.0006915025,0.0003364636,0.01081984,0.000001496934,0.00004874378,0.798096,0.03686924,0.1414801],"study_design_scores_gemma":[0.0006694446,0.0002266267,0.000643361,0.005108926,0.0003450052,0.00005132174,0.002704444,0.00002499492,0.00006156573,0.04022534,0.9491545,0.0007844699],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005158826,0.004386127,0.002525296,0.005209994,0.004020627,0.003284922,0.0001805707,0.0002799257,0.9795967],"genre_scores_gemma":[0.1672906,0.003212799,0.00664793,0.003737463,0.007205985,0.0005872459,0.00007552566,0.0004146198,0.8108278],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9122853,"threshold_uncertainty_score":0.9998288,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381611238","doi":"10.3917/ehesp.goupi.2023.01.0597","title":"Environnement et santé publique","year":2023,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","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 National de Santé Publique du Québec; Université de Montréal","funders":"","keywords":"Psychology","authors":[{"name":"Maximilien Debia","is_ca":true},{"name":"David Vernez","is_ca":false},{"name":"Véronique Daubas-Letourneux","is_ca":false},{"name":"Susan Stock","is_ca":true},{"name":"Alice Turcot","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06087952033270023,"gpt":0.3604447494751434,"spread":0.2995652291424432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.00176721,0.001047999,0.001269008,0.0003350795,0.001375065,0.0002085453,0.0009274786,0.002354986,0.007534622],"category_scores_gemma":[0.0005125114,0.001124707,0.0005645131,0.00004267641,0.0006490716,0.0002278459,0.001152143,0.003503344,0.004187773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005885555,"about_ca_system_score_gemma":0.001057841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003471015,"about_ca_topic_score_gemma":0.005040358,"domain_scores_codex":[0.993683,0.001278262,0.001360806,0.001132557,0.000825738,0.001719607],"domain_scores_gemma":[0.9945884,0.002408041,0.000889482,0.00114166,0.0003024847,0.0006699144],"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":[0.00007360359,0.00007791231,0.001699419,0.002607608,0.0006931156,0.0003363329,0.07717222,0.00001203963,0.0001343313,0.8660823,0.0192185,0.03189262],"study_design_scores_gemma":[0.0006985324,0.0001635383,0.001854379,0.002790604,0.0004618895,0.000006686091,0.0095861,0.00003546889,0.0001694552,0.134724,0.8483546,0.001154833],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002872441,0.003953912,0.001602441,0.003491821,0.003291358,0.00235186,0.0003624661,0.0008115604,0.9812621],"genre_scores_gemma":[0.1746709,0.005651357,0.0008129993,0.01479314,0.003666797,0.0007079177,0.0003799158,0.0006428624,0.7986741],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8291361,"threshold_uncertainty_score":0.999925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945709556","doi":"10.3917/ehesp.mebto.2010.01.0063","title":"Famille et santé","year":2010,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Social Policies and Family","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":"Institut National de Santé Publique du Québec","funders":"","keywords":"Psychology","authors":[{"name":"Maria De Koninck","is_ca":true},{"name":"Marie-Jeanne Disant","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03506014603548117,"gpt":0.3051403291605951,"spread":0.2700801831251139,"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":[0.0007514,0.0006898979,0.0007623308,0.0001197988,0.001081242,0.000383536,0.001052451,0.001706717,0.003976017],"category_scores_gemma":[0.0002345501,0.0007408939,0.0005666803,0.00004671668,0.002545186,0.0001683185,0.0004031401,0.001616291,0.001234957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002046342,"about_ca_system_score_gemma":0.0005270409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01046733,"about_ca_topic_score_gemma":0.00532454,"domain_scores_codex":[0.9965619,0.000265525,0.00058765,0.000670781,0.0007643949,0.001149734],"domain_scores_gemma":[0.9973628,0.000827161,0.0004533786,0.0006335299,0.0002183802,0.0005047744],"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":[0.00002576791,0.00003516788,0.0002106111,0.00008966957,0.0001663821,0.00003947998,0.01404958,0.000002732855,0.001787769,0.8989772,0.003806816,0.08080877],"study_design_scores_gemma":[0.0002268248,0.00006821706,0.001149791,0.0001596976,0.0001799472,0.000006522841,0.001276614,0.000008700861,0.0003060015,0.1593795,0.8365361,0.0007020623],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004867394,0.003352324,0.000196166,0.002065934,0.002675534,0.0006469309,0.0001485567,0.0002397629,0.9858074],"genre_scores_gemma":[0.3328269,0.007860268,0.001688383,0.01352009,0.007102985,0.0001213915,0.00004821323,0.0003266983,0.6365051],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8327293,"threshold_uncertainty_score":0.9995893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134946867","doi":"10.3917/ehesp.lange.2018.01.0135","title":"Architecture et ingénierie à l'hôpital","year":2018,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Heritage","funders":"","keywords":"Library science; Computer science","authors":[{"name":"Sandrine Roussel","is_ca":true},{"name":"Nicolas Meyniel","is_ca":false},{"name":"Vincent Belviso","is_ca":false},{"name":"Béatrice Trombert‐Paviot","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05253698394593286,"gpt":0.360325728727432,"spread":0.3077887447814991,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.003104864,0.00115875,0.00149855,0.0002347111,0.001409933,0.00009673771,0.0009084177,0.005603083,0.02181747],"category_scores_gemma":[0.001415401,0.001084284,0.0005784023,0.00004992992,0.001429862,0.0001479194,0.0007315651,0.01109164,0.003111413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004922573,"about_ca_system_score_gemma":0.003746271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007244586,"about_ca_topic_score_gemma":0.001095546,"domain_scores_codex":[0.9921876,0.001894265,0.001632113,0.001220284,0.0008816935,0.002184051],"domain_scores_gemma":[0.9919667,0.003754133,0.0009185188,0.001495944,0.0005224423,0.001342254],"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":[0.0005043068,0.0002061651,0.001538914,0.01544864,0.001152884,0.0006110531,0.3428125,0.00001310952,0.0005586423,0.3343862,0.1567617,0.1460059],"study_design_scores_gemma":[0.001090026,0.0005755465,0.0006922511,0.004620316,0.0003380023,0.00007030986,0.003580349,0.00003470194,0.00009099992,0.05172346,0.936288,0.0008960598],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01811542,0.003172129,0.003719525,0.009194476,0.003633484,0.002748903,0.0003696613,0.0004343576,0.958612],"genre_scores_gemma":[0.1896009,0.003059527,0.01246801,0.08943002,0.01664072,0.0005498666,0.0004698325,0.0009721109,0.686809],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7795263,"threshold_uncertainty_score":0.9998901,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2188250030","doi":"10.3917/ehesp.brech.2012.01.0089","title":"Innover contre les inégalités de santé","year":2012,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Medicine; Political science","authors":[{"name":"Élisabeth Tomé-Gertheinrichs","is_ca":false},{"name":"Françoise Kieffer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1553496242665603,"gpt":0.4358378805111462,"spread":0.280488256244586,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.005228303,0.001140783,0.001591281,0.0003168022,0.001451395,0.0001763685,0.0007932328,0.004162055,0.02311053],"category_scores_gemma":[0.001674216,0.001103443,0.0003950213,0.00004861397,0.0004800662,0.0004962861,0.0005707524,0.005460383,0.003189201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009354483,"about_ca_system_score_gemma":0.002461821,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.017155,"about_ca_topic_score_gemma":0.004672426,"domain_scores_codex":[0.9887021,0.00492059,0.0021634,0.0009143251,0.0007295549,0.002570074],"domain_scores_gemma":[0.9868622,0.007827078,0.002001566,0.001351067,0.0007036994,0.001254332],"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":[0.0003926139,0.00009888893,0.01868858,0.01043799,0.0006566132,0.0001940565,0.02017981,0.000002508596,0.0005631797,0.5191715,0.01460984,0.4150044],"study_design_scores_gemma":[0.0008469644,0.0001489687,0.004451371,0.00464964,0.0004501474,0.0001329451,0.002150684,0.00002746751,0.0001516972,0.01017035,0.9758081,0.001011637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00500531,0.03406015,0.0009065339,0.005773179,0.003275062,0.002790934,0.0005895832,0.0003213349,0.9472779],"genre_scores_gemma":[0.662412,0.002552458,0.001407735,0.004282304,0.007936768,0.000381892,0.00008244978,0.0003936982,0.3205507],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9611983,"threshold_uncertainty_score":0.9998486,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945884742","doi":"10.3917/ehesp.queni.2009.01.0195","title":"L'intergénérationnel","year":2009,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec); Université du Québec à Montréal","funders":"","keywords":"Chemistry","authors":[{"name":"Amélie Chanez","is_ca":true},{"name":"Anne Quéniart","is_ca":true},{"name":"Michèle Charpentier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05003881288524874,"gpt":0.3400123355931842,"spread":0.2899735227079355,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0006796822,0.0009372812,0.00118274,0.0002422629,0.001509191,0.0001811537,0.0008026239,0.002301969,0.00914087],"category_scores_gemma":[0.0003111873,0.001035701,0.0005627902,0.00002964179,0.0005260734,0.0002256538,0.0003598636,0.002763573,0.00302106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004963109,"about_ca_system_score_gemma":0.0006484415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001151813,"about_ca_topic_score_gemma":0.001943175,"domain_scores_codex":[0.9951399,0.0006523685,0.00131384,0.000923937,0.0006048339,0.001365095],"domain_scores_gemma":[0.996011,0.001013097,0.0008820631,0.0009568941,0.0005513132,0.0005856171],"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":[0.0001733521,0.000112019,0.001092379,0.001865015,0.0005702002,0.0002913862,0.09456935,0.00001469041,0.0003129391,0.6946095,0.02196871,0.1844205],"study_design_scores_gemma":[0.0007496524,0.00023187,0.0007370498,0.003356089,0.0005441675,0.00001618116,0.006541743,0.00007541789,0.0003445484,0.2188605,0.7673852,0.001157521],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002358916,0.004888692,0.002663909,0.001779229,0.002482178,0.001578891,0.0001105451,0.0004552709,0.9836824],"genre_scores_gemma":[0.2622006,0.00117064,0.001212832,0.009707487,0.004826621,0.0001426124,0.00015278,0.0002575638,0.7203288],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7454165,"threshold_uncertainty_score":0.9997907,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4233735897","doi":"10.3917/ehesp.lefeu.2017.01.0015","title":"Protéger les majeurs vulnérables","year":2017,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological 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":"Privy Council Office","funders":"","keywords":"Computer science","authors":[{"name":"Karine Lefeuvre","is_ca":true},{"name":"Sylvie Moisdon-Chataigner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05240712592002869,"gpt":0.2568712528365132,"spread":0.2044641269164845,"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":[0.0005132821,0.0009071055,0.0007921251,0.00005215535,0.001879788,0.001010483,0.001826192,0.001215576,0.01858333],"category_scores_gemma":[0.0001464771,0.0003696604,0.0004761307,0.00002424719,0.001037346,0.0002780679,0.0008333147,0.001150881,0.002306948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001292417,"about_ca_system_score_gemma":0.0001040345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001313656,"about_ca_topic_score_gemma":0.0009643632,"domain_scores_codex":[0.9960572,0.000162027,0.0006102521,0.001045112,0.0008361524,0.001289287],"domain_scores_gemma":[0.9978374,0.0004037358,0.0005107871,0.0003575202,0.0003679439,0.0005225615],"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":[0.0001366876,0.00009589497,0.004707181,0.0004609746,0.0003761848,0.000334426,0.0002050951,0.000004629197,0.02494281,0.1431166,0.03721198,0.7884075],"study_design_scores_gemma":[0.0001924423,0.0002781086,0.02887168,0.0009659069,0.0001242072,0.00009885949,0.00009389703,0.000009445759,0.005871085,0.04123059,0.9212302,0.001033585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004550225,0.004787583,0.00002199874,0.01003757,0.0005194145,0.001631836,0.0001300139,0.0001803122,0.9781411],"genre_scores_gemma":[0.06531362,0.002360199,0.0004111771,0.0002571321,0.00185468,0.0002148742,0.0002143236,0.00001812146,0.9293559],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8840182,"threshold_uncertainty_score":0.9998755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4249584224","doi":"10.3917/ehesp.mises.2020.01.0021","title":"Classification française des troubles mentaux de l'enfant et de l'adolescent - R2020","year":2020,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Computer science","authors":[{"name":"Roger Misès","is_ca":false},{"name":"Michel Botbol","is_ca":false},{"name":"Claude Bursztejn","is_ca":true},{"name":"Bernard Golse","is_ca":false},{"name":"Christian Portelli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07566486234423257,"gpt":0.2922116512356046,"spread":0.216546788891372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004066206,0.0007692812,0.0007879614,0.0001962452,0.000863355,0.001167989,0.0006011375,0.0003807927,0.0045291],"category_scores_gemma":[0.0001600628,0.0007677932,0.0006437269,0.00001557013,0.001007236,0.0001271419,0.0002365794,0.0007430891,0.0002637334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004273249,"about_ca_system_score_gemma":0.000709562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003684908,"about_ca_topic_score_gemma":0.002845844,"domain_scores_codex":[0.9969779,0.0001841434,0.0008147408,0.0007655376,0.00047894,0.0007787005],"domain_scores_gemma":[0.9978028,0.0002529212,0.000519963,0.0005837386,0.0002956997,0.0005448943],"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":[0.0001510315,0.0001632625,0.001196453,0.00091597,0.0008665628,0.0001439568,0.01249183,0.00008693407,0.001139549,0.9753728,0.003305069,0.004166623],"study_design_scores_gemma":[0.0005295526,0.0001374169,0.0006301244,0.0009014022,0.002502072,0.0000153816,0.001877248,0.002248961,0.001128356,0.06402705,0.9251295,0.0008729008],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002549262,0.007413466,0.003209446,0.001811501,0.0003747302,0.000517858,0.0005373629,0.0001777563,0.9834086],"genre_scores_gemma":[0.9165961,0.003555052,0.001650063,0.002747723,0.004212528,0.0001192647,0.0003123668,0.0002281253,0.07057883],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9218245,"threshold_uncertainty_score":0.9998689,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381611294","doi":"10.3917/ehesp.goupi.2023.01.0737","title":"Environnement et santé publique","year":2023,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","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":"Institut National de Santé Publique du Québec; McGill University","funders":"","keywords":"Geology","authors":[{"name":"Anne-Sophie Evrard","is_ca":false},{"name":"Anthony Cadène","is_ca":false},{"name":"Catherine Guastavino","is_ca":true},{"name":"Richard J. Martin","is_ca":true},{"name":"Fanny Mietlicki","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06358205390485461,"gpt":0.2766181558504772,"spread":0.2130361019456226,"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":[0.001107666,0.0007059747,0.0008028176,0.0001557522,0.001140491,0.0003758459,0.0008368154,0.000851263,0.003329285],"category_scores_gemma":[0.0003403147,0.0007583021,0.0005060068,0.00006349981,0.002090583,0.0001981815,0.0006304814,0.0008836139,0.001574276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007521088,"about_ca_system_score_gemma":0.0004397676,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009444181,"about_ca_topic_score_gemma":0.01640462,"domain_scores_codex":[0.9960967,0.0003882834,0.0006480246,0.0007999119,0.0009472769,0.001119836],"domain_scores_gemma":[0.9976341,0.0009505638,0.0004099238,0.0004616358,0.0001491283,0.000394633],"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":[0.00001114839,0.00003819028,0.0001378336,0.0001366795,0.0004075991,0.00007858858,0.01606847,0.000009597154,0.00003636206,0.9333948,0.01345646,0.03622419],"study_design_scores_gemma":[0.0002065288,0.00008581659,0.000828231,0.0002638207,0.000182331,0.000001616887,0.0009334371,0.00001202113,0.00005538144,0.191253,0.8055287,0.0006491181],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003658366,0.01042615,0.0002865206,0.003281505,0.002265334,0.000799013,0.0001227545,0.000390698,0.9820622],"genre_scores_gemma":[0.112733,0.01531056,0.0004234857,0.001855008,0.002494493,0.0002578643,0.00004927892,0.0001967479,0.8666796],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7920722,"threshold_uncertainty_score":0.9994868,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2196728154","doi":"10.3917/ehesp.bela.2013.01.0031","title":"La fragilité des personnes âgées","year":2013,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Olga Theou","is_ca":true},{"name":"Kenneth Rockwood","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03256781666203901,"gpt":0.2584262774763455,"spread":0.2258584608143065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.000512299,0.001400353,0.001446563,0.0003432731,0.000357803,0.0003434093,0.0008688713,0.001768127,0.02721662],"category_scores_gemma":[0.0009420442,0.001364465,0.0006593571,0.00003429739,0.002843673,0.0002824897,0.0004933656,0.001985409,0.009106361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000462893,"about_ca_system_score_gemma":0.0003669696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001543361,"about_ca_topic_score_gemma":0.0003350679,"domain_scores_codex":[0.9950718,0.0002819906,0.0009931148,0.001238612,0.0008414637,0.001572986],"domain_scores_gemma":[0.9945598,0.002035002,0.0004312219,0.001532438,0.0005247149,0.0009167705],"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":[0.0003624224,0.0002948141,0.005087488,0.0114411,0.002476471,0.002143012,0.02067378,0.00003086268,0.007583323,0.1573098,0.01581328,0.7767836],"study_design_scores_gemma":[0.002058032,0.0006468611,0.004559773,0.01125627,0.001774413,0.001547374,0.001313449,0.0003811283,0.006939829,0.03522417,0.9326198,0.001678953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02206789,0.02610091,0.0005479532,0.0007486263,0.001323187,0.001651642,0.000147992,0.0004766836,0.9469351],"genre_scores_gemma":[0.3837138,0.002315904,0.005925817,0.0008443421,0.003057967,0.0003166336,0.00009419827,0.0004708297,0.6032605],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9168065,"threshold_uncertainty_score":0.9998747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3204366082","doi":"10.3917/ehesp.mises.2020.01.0081","title":"Classification française des troubles mentaux de l'enfant et de l'adolescent - R2020","year":2020,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Psychoanalysis and Psychopathology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Psychology; Humanities; Philosophy","authors":[{"name":"Roger Misès","is_ca":false},{"name":"Michel Botbol","is_ca":false},{"name":"Claude Bursztejn","is_ca":true},{"name":"Bernard Golse","is_ca":false},{"name":"Christian Portelli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09291020310644878,"gpt":0.3747457230959804,"spread":0.2818355199895317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002162566,0.001233408,0.00143552,0.0005346719,0.000546512,0.0004253997,0.001691728,0.001693569,0.007026384],"category_scores_gemma":[0.0001604661,0.001315801,0.0009999112,0.0001346651,0.001585027,0.0001580981,0.0003366477,0.002805635,0.001815595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006981663,"about_ca_system_score_gemma":0.0008226002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006231536,"about_ca_topic_score_gemma":0.0004503414,"domain_scores_codex":[0.9918861,0.002054428,0.001407512,0.001986835,0.0007608024,0.001904301],"domain_scores_gemma":[0.9951807,0.0008191041,0.0007667029,0.001740058,0.0002766651,0.001216775],"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":[0.006357187,0.002149537,0.1142169,0.003084481,0.006578036,0.002396208,0.02842708,0.0001022549,0.1022234,0.4052555,0.08794218,0.2412671],"study_design_scores_gemma":[0.002643778,0.0005569212,0.05114303,0.00102386,0.001527325,0.0004930494,0.0007735834,0.0006066324,0.001305961,0.02637023,0.9121534,0.001402294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0157175,0.01259644,0.01527559,0.006163693,0.0008232825,0.001471635,0.0003869454,0.0002935807,0.9472713],"genre_scores_gemma":[0.8684259,0.005053516,0.004898536,0.006850077,0.001603689,0.0007118389,0.0003433648,0.0004930192,0.1116201],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8527084,"threshold_uncertainty_score":0.9996024,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4234952245","doi":"10.3917/ehesp.charb.2012.01.0013","title":"Les enjeux du don de sang dans le monde","year":2012,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Political science; Art","authors":[{"name":"Johanne Charbonneau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0375856575556176,"gpt":0.2399839186220734,"spread":0.2023982610664558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008550059,0.0007465867,0.0005723903,0.0003866539,0.0008322393,0.001103105,0.0007195353,0.0007119097,0.01161633],"category_scores_gemma":[0.0002345966,0.0008032772,0.0003703215,0.00005425629,0.0003345041,0.001876884,0.0003900601,0.0008878455,0.0009467991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001051196,"about_ca_system_score_gemma":0.0001522923,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00692115,"about_ca_topic_score_gemma":0.001209665,"domain_scores_codex":[0.9972295,0.00008559696,0.0006737924,0.0006399203,0.0005262026,0.0008450488],"domain_scores_gemma":[0.9977052,0.0004379459,0.0007462981,0.0005631582,0.0004293792,0.0001180201],"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":[0.0001364205,0.000231467,0.01647854,0.001716239,0.0004574975,0.0001079364,0.0006521521,0.0000447427,0.003393149,0.7983019,0.002021535,0.1764584],"study_design_scores_gemma":[0.0009272532,0.00001631566,0.005015861,0.0005533457,0.001161541,0.00005764756,0.0004954088,0.0003473453,0.002018921,0.02296998,0.9655617,0.0008746718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004973149,0.01256824,0.006321321,0.0051293,0.0009070241,0.0006383253,0.00002601479,0.0003708334,0.9690658],"genre_scores_gemma":[0.9230067,0.001929509,0.001614699,0.002483301,0.003121635,0.00009709019,0.0001046247,0.0002566172,0.06738587],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9635402,"threshold_uncertainty_score":0.9999338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}