{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":10,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":10,"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":"b07fea8c833c","filters":{"venue":"Revue d économie du développement"}},"results":[{"id":"W2037273844","doi":"10.3917/edd.261.0005","title":"Les tontines favorisent-elles la performance des entreprises au Cameroun ?","year":2012,"lang":"fr","type":"article","venue":"Revue d économie du développement","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Sonia Tello‐Rozas","is_ca":true},{"name":"Bernard Gauthier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05745058090566027,"gpt":0.2473440076511664,"spread":0.1898934267455061,"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":[0.00138155,0.0005841857,0.0009625395,0.0002941016,0.0008198621,0.0001624175,0.0004937178,0.0004381711,0.001196595],"category_scores_gemma":[0.0001619025,0.0007703863,0.0003642474,0.000333611,0.0004314175,0.001002873,0.0005164796,0.0003654162,0.002213346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002139395,"about_ca_system_score_gemma":0.0001414107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002947046,"about_ca_topic_score_gemma":0.0003402616,"domain_scores_codex":[0.9962521,0.00007172285,0.001435425,0.0007686723,0.00005389947,0.001418167],"domain_scores_gemma":[0.9979227,0.0001653197,0.0008917009,0.0006506864,0.00009436936,0.0002752489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000041027,0.000667676,0.721084,0.0005785895,0.0001051474,0.000008454353,0.004054148,0.00009907833,0.00004042754,0.06149003,0.005957999,0.2058734],"study_design_scores_gemma":[0.0007056252,0.00009386726,0.2768995,0.000477654,0.00004831924,0.00004365864,0.0003555387,0.0003779287,0.001025105,0.000822778,0.7183943,0.0007557083],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9043135,0.06115209,0.002676469,0.007946874,0.004430663,0.0005069803,0.000203564,0.0000554262,0.01871445],"genre_scores_gemma":[0.8540849,0.104121,0.004184241,0.0002276773,0.002748695,0.00009807631,0.00006587953,0.00008827269,0.03438121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7124364,"threshold_uncertainty_score":0.9997165,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2998084875","doi":"10.3917/edd.333.0101","title":"Politiques agricoles, emploi et revenu des femmes au Burkina Faso","year":2020,"lang":"fr","type":"article","venue":"Revue d économie du développement","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Political science","authors":[{"name":"Wamadini dite Minata Souratié","is_ca":false},{"name":"Farida Koinda","is_ca":false},{"name":"Bernard Decaluwé","is_ca":true},{"name":"Rasmata Samandoulougou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1066490669400474,"gpt":0.2916466050278936,"spread":0.1849975380878461,"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":[0.000592779,0.0005524496,0.0006390316,0.00003238404,0.0005902468,0.0003213834,0.0007357405,0.0003279829,0.00234857],"category_scores_gemma":[0.0001983785,0.0002731004,0.0003248173,0.0006210788,0.0003097818,0.0004363082,0.0005740869,0.0004444577,0.001780948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009650202,"about_ca_system_score_gemma":0.0002638488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00428712,"about_ca_topic_score_gemma":0.002560632,"domain_scores_codex":[0.9964931,0.0003486155,0.0007549954,0.0008940615,0.0002730217,0.001236214],"domain_scores_gemma":[0.9982925,0.0002631259,0.0002532629,0.000125239,0.0002476931,0.0008181735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001272688,0.0007671486,0.2519754,0.0008647761,0.0003975202,0.0002190016,0.005876075,0.00004428671,0.006862138,0.05946144,0.3811074,0.2922975],"study_design_scores_gemma":[0.0003295825,0.0006365273,0.5547096,0.0004199249,0.00004851331,0.00003875185,0.001751269,0.00003280773,0.002007043,0.003570917,0.4357521,0.0007029866],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4265316,0.003749392,0.00003103877,0.5644187,0.0003890781,0.0006540462,0.0001251271,0.0000951382,0.004005922],"genre_scores_gemma":[0.9175101,0.02658758,0.001940558,0.009125783,0.005520885,0.0001647809,0.0005372117,0.00001508669,0.03859801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5552929,"threshold_uncertainty_score":0.9999721,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966694445","doi":"10.3917/edd.221.0037","title":"Un profil de l'abandon scolaire au Cameroun","year":2008,"lang":"fr","type":"article","venue":"Revue d économie du développement","topic":"School Choice and Performance","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Texas Education Agency; Université de Montréal; World Bank Group; University of Minnesota; U.S. Department of Education","keywords":"Political science; Humanities; Geography; Art","authors":[{"name":"Issidor Noumba","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04604393376203304,"gpt":0.2763297734666714,"spread":0.2302858397046384,"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":[0.001014195,0.0003391319,0.0004303736,0.00009277214,0.00139016,0.00007791307,0.0005082401,0.0002810897,0.001302993],"category_scores_gemma":[0.000110195,0.0003943808,0.0002056978,0.000441816,0.0005128702,0.0005952265,0.0001139399,0.0003555521,0.001810796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003292561,"about_ca_system_score_gemma":0.002602972,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008234091,"about_ca_topic_score_gemma":0.005764342,"domain_scores_codex":[0.9973556,0.0002321192,0.0005750739,0.000530187,0.0002196573,0.001087393],"domain_scores_gemma":[0.9986202,0.0001379915,0.0002859744,0.0003888775,0.0001180216,0.000448999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000754438,0.0004377018,0.8250013,0.0002782204,0.0001838592,0.0001537753,0.03433632,0.0002030824,0.00004703063,0.01077351,0.03836206,0.09014771],"study_design_scores_gemma":[0.001450365,0.0002106856,0.2481747,0.0004016454,0.00009964794,0.0001226899,0.001439328,0.0005923479,0.001090278,0.0004949882,0.745158,0.0007652751],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8922003,0.003470778,0.000141985,0.08515491,0.0025444,0.0005739819,0.00002396016,0.00007400813,0.01581571],"genre_scores_gemma":[0.9420029,0.02125224,0.00229092,0.001829272,0.006328406,0.0001715988,0.000023364,0.00004558584,0.02605575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.706796,"threshold_uncertainty_score":0.9999099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2101138455","doi":"10.3917/edd.221.0005","title":"Comparaisons ordinales robustes de la pauvreté multidimensionnelle : Afrique du Sud et Égypte","year":2008,"lang":"fr","type":"article","venue":"Revue d économie du développement","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Sami Bibi","is_ca":true},{"name":"Abdel Rahmen El Lahga","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06595237630304364,"gpt":0.3024998143361321,"spread":0.2365474380330885,"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":[0.003181673,0.0004940488,0.0007751874,0.0001222289,0.00133252,0.0001176948,0.0005375315,0.0004110376,0.001361054],"category_scores_gemma":[0.0004630371,0.0005450465,0.000356077,0.0003416177,0.001093446,0.0004250913,0.000269073,0.0004566396,0.0005658581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001671557,"about_ca_system_score_gemma":0.0009841557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006943447,"about_ca_topic_score_gemma":0.002814513,"domain_scores_codex":[0.9953037,0.001826399,0.0009091184,0.0006958107,0.0002476624,0.001017332],"domain_scores_gemma":[0.9969848,0.001426372,0.0004320032,0.0004922262,0.0002124773,0.0004520969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000154835,0.00248481,0.39158,0.0004397701,0.0004071174,0.000379153,0.08755463,0.005052714,0.0001867856,0.3383106,0.1687203,0.004729274],"study_design_scores_gemma":[0.002219239,0.0002659238,0.126682,0.0004891359,0.0001368886,0.0001849723,0.009218148,0.00975876,0.0005297649,0.004716429,0.8444584,0.001340383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8632295,0.002648462,0.002610667,0.0930279,0.00206869,0.0007053993,0.00009718936,0.0001411221,0.03547112],"genre_scores_gemma":[0.9632864,0.01667864,0.00790546,0.001764159,0.001362436,0.00008164624,0.00004180296,0.00005446502,0.008824963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6757381,"threshold_uncertainty_score":0.9999676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3124308742","doi":"10.3917/edd.215.0069","title":"North-South technology diffusion, regional integration, and the dynamics of the “natural trading partners” hypothesis","year":2008,"lang":"en","type":"article","venue":"Revue d économie du développement","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Productivity; Economics; Argument (complex analysis); Total factor productivity; Welfare; International economics; International trade; Economic geography; Natural (archaeology); Diffusion; Macroeconomics; Geography; Market economy","authors":[{"name":"Maurice Schiff","is_ca":false},{"name":"Yanling Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04309705392499213,"gpt":0.1986530927392619,"spread":0.1555560388142697,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004471442,0.0001754202,0.0004439466,0.0001523524,0.0003226215,0.0000217738,0.0003592432,0.00008256017,0.00003424078],"category_scores_gemma":[0.0002751098,0.000131043,0.0001438911,0.0002279547,0.0005299973,0.0001128294,0.0001302002,0.0002057238,0.00001974819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000223556,"about_ca_system_score_gemma":0.00004546802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000677199,"about_ca_topic_score_gemma":0.0003398172,"domain_scores_codex":[0.9986674,0.0000308854,0.0006629139,0.0003966596,0.00002092677,0.0002211888],"domain_scores_gemma":[0.9987162,0.0001510135,0.0005667453,0.0004851776,0.00003799232,0.0000428134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005144214,0.00004989024,0.6082084,0.00002233919,0.00007547445,8.233648e-7,0.001605867,0.00001797502,0.000005368041,0.3865484,0.0006335175,0.002780579],"study_design_scores_gemma":[0.003750867,0.00007163266,0.7994137,0.00005972402,0.00004683702,0.0001496076,0.0006732017,0.04150338,0.000325182,0.1430885,0.01024372,0.000673678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9538412,0.000697921,0.0006197463,0.0432734,0.000352772,0.0003654336,0.0000459954,0.0000194463,0.0007840951],"genre_scores_gemma":[0.9975144,0.0007653979,0.0006620413,0.0003041576,0.0001303313,0.00005184621,0.000009972889,0.00001640589,0.0005455062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2434599,"threshold_uncertainty_score":0.5343778,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1543596981","doi":"10.3917/edd.291.0129","title":"Conservation, écotourisme et bien-être : leçons népalaises","year":2015,"lang":"fr","type":"article","venue":"Revue d économie du développement","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Political science; Humanities; Forestry; Geography; Philosophy","authors":[{"name":"Marie-Ève Yergeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1120644101866944,"gpt":0.3382570879893215,"spread":0.2261926778026271,"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":[0.003222817,0.0004458557,0.0005914099,0.0002958744,0.0005692652,0.0004865677,0.001036926,0.0003210419,0.002371982],"category_scores_gemma":[0.001179297,0.0005348674,0.0002446657,0.0007514044,0.000972644,0.001082981,0.0005762136,0.0004674311,0.004885343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002276263,"about_ca_system_score_gemma":0.00321587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01089039,"about_ca_topic_score_gemma":0.003940808,"domain_scores_codex":[0.9957795,0.0007580378,0.0007811217,0.0008307919,0.0006469103,0.001203634],"domain_scores_gemma":[0.9965703,0.0005320531,0.0004025391,0.0006722948,0.0007509288,0.001071807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005574579,0.0006775797,0.03952814,0.0001165801,0.0002344597,0.0004817157,0.007455337,0.0003394665,0.000009531484,0.2242983,0.713833,0.01297019],"study_design_scores_gemma":[0.001574065,0.0002331997,0.006160947,0.000250043,0.00009409488,0.00001744238,0.007257594,0.0007718798,0.00009387253,0.0142688,0.9686193,0.0006587521],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1523483,0.002494559,0.0002382642,0.7238051,0.003834604,0.001148224,0.0001152049,0.0001586624,0.1158571],"genre_scores_gemma":[0.6651447,0.01705121,0.01492663,0.0115928,0.007751785,0.0003781888,0.0001876803,0.000207364,0.2827597],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7122123,"threshold_uncertainty_score":0.9997103,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2053137590","doi":"10.3917/edd.211.0067","title":"Transferts technologiques Nord-Sud, intégration régionale et dynamique de l'hypothèse de « partenaires commerciaux naturels »","year":2007,"lang":"fr","type":"article","venue":"Revue d économie du développement","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Political science; Humanities; Art","authors":[{"name":"Maurice Schiff","is_ca":false},{"name":"Yanling Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05771006409527846,"gpt":0.2528602933050489,"spread":0.1951502292097704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003028479,0.0005692324,0.000915992,0.0004632942,0.0002550697,0.0002353897,0.0006319417,0.001001532,0.0002443858],"category_scores_gemma":[0.0002078552,0.0008142435,0.0004124171,0.0003005891,0.0002156755,0.0005689883,0.0001297269,0.0007949839,0.0003981252],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003985936,"about_ca_system_score_gemma":0.0002902929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001030654,"about_ca_topic_score_gemma":0.007483518,"domain_scores_codex":[0.9959474,0.00008041578,0.001675447,0.0009158039,0.00004024202,0.001340654],"domain_scores_gemma":[0.9980908,0.0003009922,0.0005732353,0.0006266615,0.00007376523,0.000334539],"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":[0.0001048126,0.0008094853,0.2634542,0.000323831,0.0003425084,0.00009493001,0.001148475,0.001787803,0.0000683595,0.6917915,0.006530371,0.03354369],"study_design_scores_gemma":[0.00270947,0.0006075983,0.2995842,0.0006372145,0.0001217892,0.000296058,0.0007411132,0.01818978,0.003171612,0.1974802,0.474372,0.002089077],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7792386,0.01010702,0.06817763,0.1343065,0.001717678,0.0008691108,0.000501129,0.0001791327,0.004903187],"genre_scores_gemma":[0.9286501,0.03864058,0.02484547,0.005772936,0.0005205961,0.0001251691,0.0001874372,0.00009276956,0.001164908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4943114,"threshold_uncertainty_score":0.9998376,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057749887","doi":"10.3917/edd.283.0005","title":"Fuite des cerveaux, qualité de l'éducation et politique d'immigration : l'effet sur le capital humain productif","year":2014,"lang":"fr","type":"article","venue":"Revue d économie du développement","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Maurice Schiff","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05699119807281241,"gpt":0.3101767244776255,"spread":0.2531855264048131,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003745032,0.000321798,0.0003582372,0.0001361052,0.0006039042,0.000273588,0.0003053515,0.000245956,0.0003546445],"category_scores_gemma":[0.0005943323,0.0003935819,0.0001622672,0.0003364849,0.0003330566,0.00072106,0.00006172986,0.0002328336,0.0001744787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002753449,"about_ca_system_score_gemma":0.001638894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02354043,"about_ca_topic_score_gemma":0.2379335,"domain_scores_codex":[0.9963788,0.001438619,0.0007258944,0.0005958639,0.0001798059,0.000681025],"domain_scores_gemma":[0.9983158,0.0002401384,0.0004223556,0.0004098476,0.0003167494,0.0002951554],"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":[0.00001559861,0.0005076044,0.01363555,0.0002651844,0.00005897766,0.000001427627,0.14917,0.0007670938,0.0002170151,0.8087804,0.005819213,0.02076195],"study_design_scores_gemma":[0.001834997,0.0004065762,0.1034354,0.0005266668,0.0001563244,0.00002779455,0.04168516,0.02186275,0.001287023,0.1008607,0.7262741,0.001642505],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.777447,0.0004181296,0.005669905,0.2120739,0.001323895,0.0005632915,0.00004733398,0.00007580247,0.002380772],"genre_scores_gemma":[0.9710606,0.003232971,0.004329497,0.001516637,0.001584356,0.000150676,0.0002853804,0.00004777891,0.01779207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7204549,"threshold_uncertainty_score":0.9998516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309938200","doi":"10.3917/edd.354.0049","title":"Monnaies nationales ou régionales et réduction de la pauvreté en Afrique","year":2022,"lang":"fr","type":"article","venue":"Revue d économie du développement","topic":"Economic Theory and Policy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Réseau Technoscience","funders":"Agence Nationale de la Recherche","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Sosso Feindouno","is_ca":false},{"name":"Samuel Guérineau","is_ca":false},{"name":"Patrick Guillaumont","is_ca":false},{"name":"Sylviane Guillaumont Jeanneney","is_ca":true},{"name":"Patrick Plane","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03013931062534154,"gpt":0.2526435395411589,"spread":0.2225042289158174,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003981486,0.0003576153,0.0005752517,0.000441124,0.0005265204,0.0001746707,0.0005017086,0.0002115344,0.005656688],"category_scores_gemma":[0.0002746898,0.0005765579,0.0003197114,0.0001934405,0.0002030343,0.0004064345,0.0003860122,0.0005810764,0.0007173494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003577835,"about_ca_system_score_gemma":0.0003721404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003859397,"about_ca_topic_score_gemma":0.0001645178,"domain_scores_codex":[0.9970641,0.0005610252,0.0010835,0.0007079323,0.00002882886,0.0005546238],"domain_scores_gemma":[0.9977084,0.0009685983,0.0007166097,0.0004269712,0.00003238362,0.0001470499],"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":[0.00005514462,0.0004091409,0.02210493,0.0001535728,0.0002683836,0.00001770516,0.004806541,0.02301521,0.000009614574,0.9214674,0.02351358,0.004178741],"study_design_scores_gemma":[0.0006677227,0.00009617378,0.02418391,0.00004490353,0.00002204345,0.0001690892,0.000645334,0.002752792,0.00005270489,0.3058846,0.664986,0.0004947574],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6846873,0.01628052,0.002005147,0.2633033,0.003635053,0.0005627467,0.002024597,0.00007828932,0.0274231],"genre_scores_gemma":[0.9280587,0.01851907,0.003640934,0.003051112,0.001677345,0.0005819233,0.0003202234,0.00009714883,0.04405354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6414724,"threshold_uncertainty_score":0.9996686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2024012775","doi":"10.3917/edd.272.0149","title":"“Qualité et quantité” des vies humaines : quel arbitrage entre croissance économique et croissance démographique ?","year":2013,"lang":"fr","type":"article","venue":"Revue d économie du développement","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Philosophy; Political science","authors":[{"name":"John Cockburn","is_ca":true},{"name":"Jean‐Yves Duclos","is_ca":true},{"name":"Agnès Zabsonré","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08070175590625643,"gpt":0.3163764112574612,"spread":0.2356746553512047,"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":[0.003815945,0.0009527314,0.001279351,0.0002603424,0.001243406,0.0007947376,0.001109764,0.0005972291,0.002784077],"category_scores_gemma":[0.0005620332,0.001051833,0.0006767989,0.0006463722,0.002080881,0.002331433,0.0003523701,0.000829467,0.0009963908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001582717,"about_ca_system_score_gemma":0.00113623,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04056329,"about_ca_topic_score_gemma":0.04797247,"domain_scores_codex":[0.9929731,0.001911803,0.001878559,0.00133039,0.0002553329,0.001650817],"domain_scores_gemma":[0.9959058,0.0009765771,0.001005708,0.0009665373,0.0005327464,0.0006126779],"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":[0.00004129029,0.0007436221,0.1686838,0.0008295105,0.0002613682,0.00002402593,0.01272663,0.0001621069,0.0002378319,0.7840721,0.02584403,0.006373689],"study_design_scores_gemma":[0.001906105,0.0004224392,0.2848445,0.001861872,0.0001649207,0.00003162321,0.00759426,0.0007643785,0.001141659,0.2264405,0.4720666,0.002761125],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.740321,0.007609113,0.001415328,0.2285654,0.002418156,0.001653147,0.0001681889,0.0002117055,0.01763797],"genre_scores_gemma":[0.9229002,0.03594708,0.006977509,0.01093109,0.001613805,0.0006097619,0.00008282158,0.000126072,0.02081167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5576316,"threshold_uncertainty_score":0.9997814,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}