{"meta":{"query_hash":"da08e5a73365","filters":{"venue":"Gestion 2000"},"cohort_total":14,"direct_labels_cover":0,"predictions_cover":14,"exported":14,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/da08e5a73365","api":"https://metacan.xera.ac/api/v1/cohort?venue=Gestion+2000"},"results":[{"id":"W1985252512","doi":"10.3917/g2000.281.0093","title":"Les risques de sous-traitance manufacturière en Chine : le témoignage de quatre dirigeants d'entreprises québécoises","year":2011,"lang":"fr","type":"article","venue":"Gestion 2000","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.017147187203367307,"score_gpt":0.21315254080995613,"score_spread":0.19600535360658883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985252512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6386493,0.024490824,0.04010632,0.05033485,0.0022715817,0.0013035702,0.000087599576,0.0013801982,0.24137579],"genre_scores_gemma":[0.9583768,0.0012396864,0.002498695,0.001088841,0.0013104423,0.000037516616,0.000066723864,0.00008705297,0.035294242],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974926,0.00016304085,0.0004859331,0.0006205144,0.00031870487,0.00091920537],"domain_scores_gemma":[0.99891144,0.00012679955,0.0003009643,0.00047884765,0.00010204685,0.00007988451],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008574953,0.0004931931,0.00039316615,0.0003007708,0.00049860915,0.00035223865,0.00047351987,0.0002927562,0.0043119043],"category_scores_gemma":[0.00022694086,0.00052066025,0.00021342406,0.00029513735,0.00016302324,0.00095209666,0.00019599986,0.00041660844,0.0007736691],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024944925,0.0014455896,0.47691408,0.002224817,0.0004032039,0.0004800198,0.009072262,0.013664773,0.00014106582,0.009549966,0.10465827,0.3811965],"study_design_scores_gemma":[0.0008473046,0.000037227874,0.50496066,0.0007996959,0.00036383234,0.000016518212,0.0020324658,0.008684374,0.00032595138,0.00601448,0.47508395,0.000833549],"about_ca_topic_score_codex":0.06595012,"about_ca_topic_score_gemma":0.004011878,"teacher_disagreement_score":0.38036296,"about_ca_system_score_codex":0.00030436454,"about_ca_system_score_gemma":0.00012302608,"threshold_uncertainty_score":0.9997245},"labels":[],"label_agreement":null},{"id":"W1993853414","doi":"10.3917/g2000.281.0109","title":"Proposition d'un modèle de management stratégique de l'entreprise par les capacités organisationnelles","year":2011,"lang":"fr","type":"article","venue":"Gestion 2000","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Art","score_opus":0.03556987120447378,"score_gpt":0.2008317816340476,"score_spread":0.16526191042957383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993853414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7011761,0.0020251467,0.21346065,0.02005356,0.0012500992,0.001136058,0.000019467445,0.0004805667,0.06039831],"genre_scores_gemma":[0.9826079,0.00050300104,0.011911236,0.0006737717,0.0006888517,0.00006263355,0.00012769664,0.000046844696,0.0033780918],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984053,0.00007351535,0.00043421882,0.00038393648,0.0002108923,0.0004921543],"domain_scores_gemma":[0.999034,0.000015131227,0.00029100312,0.00026771714,0.00035987658,0.00003226787],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005845868,0.00029011475,0.0001742897,0.0002595272,0.0005229591,0.00027225152,0.00018478255,0.0003471008,0.0060878485],"category_scores_gemma":[0.000047087524,0.0003287795,0.00006669959,0.0006910982,0.00014350907,0.0015849099,0.000058144164,0.00028588282,0.00073627714],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024864858,0.0013204302,0.05878381,0.0017111144,0.00022384514,0.00013291632,0.0014716616,0.0027913328,0.0035155413,0.7489202,0.008580839,0.17229964],"study_design_scores_gemma":[0.0015920877,0.00006524957,0.8015733,0.0010356836,0.00068402913,0.00006278451,0.0020806638,0.015337341,0.012689512,0.14030975,0.023444213,0.0011254263],"about_ca_topic_score_codex":0.001998217,"about_ca_topic_score_gemma":0.00007190796,"teacher_disagreement_score":0.74278945,"about_ca_system_score_codex":0.00026675474,"about_ca_system_score_gemma":0.00009878299,"threshold_uncertainty_score":0.99991643},"labels":[],"label_agreement":null},{"id":"W1999610084","doi":"10.3917/g2000.284.0119","title":"SI éco-responsables et innovation : les pratiques des salariés dans les PME","year":2011,"lang":"fr","type":"article","venue":"Gestion 2000","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Political science","score_opus":0.07228190349158316,"score_gpt":0.2648020008000905,"score_spread":0.19252009730850733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999610084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90824544,0.003394375,0.0053099683,0.031852327,0.0010984656,0.00044263428,0.000017965282,0.000346513,0.04929229],"genre_scores_gemma":[0.96198016,0.00058714655,0.0062313396,0.007358516,0.0018901865,0.00005913021,0.00053531845,0.00008945101,0.021268751],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9982361,0.000119470984,0.0006053757,0.00040641078,0.000260251,0.00037234978],"domain_scores_gemma":[0.99787986,0.0000700971,0.00044070673,0.00032134587,0.001274792,0.00001317862],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013951807,0.00030845014,0.00020850761,0.00059687946,0.0004744148,0.0003491571,0.0002243851,0.00034239463,0.0033826388],"category_scores_gemma":[0.0005753521,0.00032918048,0.00004760277,0.0022145603,0.00017323451,0.0033209517,0.00008839915,0.00034510455,0.0006979273],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026350594,0.00044579734,0.14261484,0.0010725285,0.00008411605,0.000012976856,0.005732146,0.00012710932,0.008231972,0.5838239,0.015488375,0.24210271],"study_design_scores_gemma":[0.00038484097,0.000062397994,0.6003373,0.0006407524,0.000121649035,0.000009166262,0.0018132337,0.0007092181,0.0031177849,0.025944317,0.36634442,0.00051491114],"about_ca_topic_score_codex":0.010109664,"about_ca_topic_score_gemma":0.003030346,"teacher_disagreement_score":0.5578796,"about_ca_system_score_codex":0.0001234929,"about_ca_system_score_gemma":0.00015606021,"threshold_uncertainty_score":0.999916},"labels":[],"label_agreement":null},{"id":"W2014980130","doi":"10.3917/g2000.316.0019","title":"Les pratiques du reporting développement durable du secteur bancaire français : la reconquête d’une légitimité ?","year":2015,"lang":"fr","type":"article","venue":"Gestion 2000","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; University of Ottawa","funders":"","keywords":"Political science; Business","score_opus":0.046834692730552276,"score_gpt":0.2712902923176533,"score_spread":0.224455599587101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014980130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8639444,0.0025303643,0.0006940402,0.06683091,0.0021319203,0.00084727525,0.0000070645247,0.0005403184,0.062473718],"genre_scores_gemma":[0.9711057,0.00030302405,0.0013725773,0.0007020514,0.002918968,0.00008445663,0.00010085695,0.000111627465,0.023300739],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947931,0.00028768837,0.0025780888,0.0008330003,0.0007607975,0.0007473185],"domain_scores_gemma":[0.9927032,0.00030133902,0.0044721495,0.0005263987,0.0018760909,0.00012083031],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0074985498,0.00050694594,0.00065795204,0.0002613632,0.00068519707,0.0009768695,0.00024152781,0.0004955699,0.0014311904],"category_scores_gemma":[0.01829779,0.00057362166,0.00023219103,0.0011757641,0.0002208333,0.0021008074,0.0002787793,0.00063762587,0.00066938647],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021992631,0.00036034785,0.65995866,0.00074577786,0.00011942182,0.0012330911,0.005308032,0.0010419312,0.000297504,0.0026205436,0.052195545,0.27589923],"study_design_scores_gemma":[0.0010094867,0.00005727226,0.3650256,0.0010367839,0.00022776864,0.00023213212,0.0028104468,0.0058851615,0.00019403595,0.004311229,0.618312,0.00089805224],"about_ca_topic_score_codex":0.017787702,"about_ca_topic_score_gemma":0.005430183,"teacher_disagreement_score":0.5661165,"about_ca_system_score_codex":0.00066930684,"about_ca_system_score_gemma":0.00089961034,"threshold_uncertainty_score":0.9996715},"labels":[],"label_agreement":null},{"id":"W2027505948","doi":"10.3917/g2000.314.0035","title":"Position growth rate interactions between exchange-traded derivatives and OTC derivatives","year":2015,"lang":"en","type":"article","venue":"Gestion 2000","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Chemistry; Position (finance); Business; Finance","score_opus":0.03644820855150487,"score_gpt":0.26958170807090415,"score_spread":0.23313349951939927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027505948","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46371597,0.000059196624,0.5298022,0.0053394763,0.00017279746,0.000111220266,0.000013240869,0.000104586325,0.00068131415],"genre_scores_gemma":[0.987808,0.000022361035,0.0115441475,0.00018381255,0.000120523866,0.0000099545,0.00006897594,0.0000064914293,0.00023576152],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993099,0.00011660182,0.00015517295,0.00017629772,0.00011461757,0.00012742257],"domain_scores_gemma":[0.99950486,0.000069296846,0.00008833309,0.0001306656,0.00010861516,0.00009825374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022021047,0.000097111304,0.00009149295,0.00012168383,0.000103965685,0.00014418353,0.00013550044,0.00004229739,0.00000903379],"category_scores_gemma":[0.000039285176,0.0000935039,0.000018550856,0.00020725261,0.00003177642,0.0010798561,0.00006550163,0.00010802061,0.000043120424],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016299608,0.00063369825,0.18119767,0.00033027693,0.00034988034,0.00004268307,0.10274576,0.0012011587,0.021417115,0.1303205,0.009655262,0.551943],"study_design_scores_gemma":[0.0012264805,0.00033095025,0.8155981,0.0001599542,0.000026472255,0.00006829564,0.0002709184,0.13882856,0.0061585144,0.030866772,0.0058745514,0.00059045875],"about_ca_topic_score_codex":0.000040552626,"about_ca_topic_score_gemma":0.000013771969,"teacher_disagreement_score":0.63440037,"about_ca_system_score_codex":0.000061586856,"about_ca_system_score_gemma":0.00003841226,"threshold_uncertainty_score":0.38129786},"labels":[],"label_agreement":null},{"id":"W2120183865","doi":"10.3917/g2000.306.0115","title":"Publicité verte et greenwashing","year":2014,"lang":"fr","type":"article","venue":"Gestion 2000","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Greenwashing; Business; Biology; Ecology; Sustainability","score_opus":0.039800896369104374,"score_gpt":0.2598530257155326,"score_spread":0.2200521293464282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120183865","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013532459,0.022593318,0.0019324328,0.15479504,0.0061648977,0.00017624296,0.000013927811,0.00019271478,0.800599],"genre_scores_gemma":[0.7411687,0.0029718745,0.00042223313,0.0035680204,0.002429373,0.000013370673,0.00000906844,0.000020026582,0.24939738],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982143,0.00055218255,0.00019189525,0.00022879556,0.0003788626,0.00043393203],"domain_scores_gemma":[0.99929637,0.00023493916,0.00008507928,0.00012283762,0.00010115873,0.00015963794],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011096386,0.00014045338,0.00019180439,0.000045021025,0.00068434083,0.00015209401,0.00018112414,0.00022805494,0.0012874994],"category_scores_gemma":[0.0005928185,0.00015368949,0.0000952519,0.0004046259,0.00044716056,0.00042220723,0.000045300763,0.00026274385,0.0011697962],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020356247,0.000043817698,0.0006479748,0.00001034012,0.000020491798,0.0000011954057,0.015076408,0.000048128295,0.00000352341,0.6686138,0.116527535,0.19900475],"study_design_scores_gemma":[0.00017482642,0.00004353709,0.017730713,0.00005982981,0.000023752647,6.673116e-7,0.0006412265,0.00054840115,0.0000024623614,0.015570474,0.9650222,0.00018187748],"about_ca_topic_score_codex":0.019050725,"about_ca_topic_score_gemma":0.0077201696,"teacher_disagreement_score":0.8484947,"about_ca_system_score_codex":0.00038391695,"about_ca_system_score_gemma":0.00013574316,"threshold_uncertainty_score":0.99962544},"labels":[],"label_agreement":null},{"id":"W2336036309","doi":"10.3917/g2000.322.0103","title":"Les intervenants économiques, leurs perceptions et leurs pratiques dans l’accompagnement des entrepreneurs : une étude comparative Québec/France","year":2015,"lang":"fr","type":"article","venue":"Gestion 2000","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Sociology; Political science; Art","score_opus":0.16553318126469546,"score_gpt":0.31993515211700463,"score_spread":0.15440197085230917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336036309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92375875,0.023343852,0.0004915581,0.0345736,0.0013602889,0.00056065834,0.00004241873,0.0002615138,0.015607343],"genre_scores_gemma":[0.9873075,0.0025532963,0.00046728321,0.0016844405,0.0006299521,0.000110818444,0.000074803414,0.000043793047,0.00712811],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99733293,0.00022219884,0.0007711929,0.00071878417,0.00031427815,0.00064062764],"domain_scores_gemma":[0.9982571,0.00012972833,0.0005049716,0.00040143635,0.0005985323,0.000108245986],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00055667537,0.0005441373,0.0005643595,0.00020155242,0.0005414076,0.0005762204,0.00042662388,0.00017005908,0.0011702145],"category_scores_gemma":[0.00020763105,0.00053267216,0.00020568304,0.00049234723,0.00073224306,0.002235803,0.0002793883,0.00040510632,0.0007433468],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008968209,0.0006822414,0.8567603,0.00027037197,0.00018383372,0.000019356276,0.028837742,0.011578346,0.00007442274,0.005947737,0.05656804,0.03898789],"study_design_scores_gemma":[0.0009844032,0.00018943258,0.8148009,0.0013006635,0.0002333057,0.000010718391,0.022303667,0.001335143,0.00010119091,0.0010500631,0.1569925,0.0006980092],"about_ca_topic_score_codex":0.19177496,"about_ca_topic_score_gemma":0.25489995,"teacher_disagreement_score":0.10042445,"about_ca_system_score_codex":0.0005332612,"about_ca_system_score_gemma":0.00025225396,"threshold_uncertainty_score":0.99974287},"labels":[],"label_agreement":null},{"id":"W2567112761","doi":"10.3917/g2000.332.0213","title":"Les entrepreneurs des nouvelles générations sont-ils différents des autres ?","year":2016,"lang":"fr","type":"article","venue":"Gestion 2000","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Economics","score_opus":0.02922934853673247,"score_gpt":0.2445100507290003,"score_spread":0.21528070219226783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2567112761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94018185,0.023834357,0.0005137451,0.017586533,0.0017810966,0.00029940443,0.000056405435,0.00024035544,0.015506232],"genre_scores_gemma":[0.9369214,0.008406077,0.00035047904,0.0003592948,0.001402059,0.000050649975,0.000019077186,0.000040847404,0.052450083],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99751496,0.0000673242,0.00052814547,0.00055079715,0.00033059123,0.0010081718],"domain_scores_gemma":[0.9987004,0.00023684981,0.0003078765,0.00031847265,0.00035742423,0.00007901055],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003416127,0.00036809273,0.00032245112,0.00019193823,0.0010371662,0.00041209682,0.0002945645,0.00018391936,0.0071290694],"category_scores_gemma":[0.0008889308,0.00028170127,0.00018224273,0.00039327063,0.00080941245,0.0019860303,0.00019806423,0.00013164012,0.0017933878],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032273063,0.00020602005,0.5654926,0.00020627781,0.000075325195,0.000009784994,0.0005894869,0.00020189217,0.00039516483,0.0050240634,0.0100244,0.41774276],"study_design_scores_gemma":[0.0009859798,0.000047191657,0.7000808,0.0022524386,0.00025554243,0.000006152168,0.0014663339,0.00015159932,0.00046314494,0.007350459,0.28632304,0.00061731],"about_ca_topic_score_codex":0.0042710253,"about_ca_topic_score_gemma":0.0041312044,"teacher_disagreement_score":0.41712543,"about_ca_system_score_codex":0.00017191969,"about_ca_system_score_gemma":0.000078454,"threshold_uncertainty_score":0.9999635},"labels":[],"label_agreement":null},{"id":"W2796249231","doi":"10.3917/g2000.345.0315","title":"Accroître la performance en innovation des PME grâce à la gestion des risques","year":2018,"lang":"fr","type":"article","venue":"Gestion 2000","topic":"Intellectual Capital and Performance Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Political science","score_opus":0.023075902631318004,"score_gpt":0.23552126765632295,"score_spread":0.21244536502500494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796249231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87936467,0.0018669538,0.00062892184,0.0023862387,0.0004977647,0.00013613475,0.0000060283655,0.00015420342,0.11495907],"genre_scores_gemma":[0.93306977,0.0017767575,0.0004631439,0.0005063173,0.0024119036,0.000019497033,0.00011005652,0.00003737429,0.06160521],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983431,0.00010273233,0.00045480838,0.00034439444,0.00029396522,0.0004609701],"domain_scores_gemma":[0.99826694,0.00015004333,0.00021710953,0.00021530391,0.0011285339,0.000022082068],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011675527,0.0003113364,0.00023511685,0.00063629623,0.00074538094,0.0005854194,0.00022139544,0.00038501885,0.0047415234],"category_scores_gemma":[0.0004724467,0.00030794702,0.000089345056,0.0022306922,0.0007191117,0.0038441457,0.00011256004,0.0003939521,0.005657364],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002587713,0.00024123235,0.048374947,0.0012047571,0.00012384853,0.0000101838605,0.0035685585,0.000916469,0.00065406016,0.013510273,0.029496768,0.9016401],"study_design_scores_gemma":[0.00044995098,0.00016523662,0.24547492,0.0013118588,0.00029158322,0.000039139577,0.0003867161,0.04878778,0.0015845321,0.0033875378,0.6974834,0.00063733896],"about_ca_topic_score_codex":0.0011171865,"about_ca_topic_score_gemma":0.00026813356,"teacher_disagreement_score":0.90100276,"about_ca_system_score_codex":0.0002049633,"about_ca_system_score_gemma":0.00007745161,"threshold_uncertainty_score":0.99993724},"labels":[],"label_agreement":null},{"id":"W3010055733","doi":"10.3917/g2000.366.0073","title":"Capital-investissement sur les marchés africains : existe-t-il des différences entre les critères d’investissement en Afrique et en Occident ?","year":2020,"lang":"fr","type":"article","venue":"Gestion 2000","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.03508794098219655,"score_gpt":0.24271791159946873,"score_spread":0.20762997061727217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010055733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6627498,0.039561134,0.0026256954,0.28710014,0.0017869843,0.0010727461,0.00019142448,0.000476812,0.004435256],"genre_scores_gemma":[0.9841729,0.0041224044,0.0010676283,0.0029494902,0.002233531,0.000097840835,0.00030992183,0.00008719129,0.0049591404],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99577475,0.00043886574,0.00088594935,0.0009771987,0.00087155803,0.0010517117],"domain_scores_gemma":[0.9981122,0.00044090123,0.00042605473,0.00039371313,0.000368542,0.00025861105],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010640833,0.00076743815,0.0006174073,0.00026838563,0.0006240358,0.0010554482,0.0008209102,0.00043690036,0.005157182],"category_scores_gemma":[0.0017427756,0.00079732825,0.0002874338,0.0005882623,0.00051390054,0.002085165,0.0008486447,0.00078215764,0.0011172125],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004842327,0.002710407,0.12226826,0.009987808,0.0009858352,0.0012722699,0.0585915,0.004707925,0.011700346,0.34453905,0.2501778,0.19257456],"study_design_scores_gemma":[0.0015351385,0.00035737015,0.23170355,0.0024698179,0.0005470708,0.000027122544,0.009139325,0.0032910393,0.0006759696,0.013132893,0.7354555,0.0016652168],"about_ca_topic_score_codex":0.004374761,"about_ca_topic_score_gemma":0.0030745848,"teacher_disagreement_score":0.48527768,"about_ca_system_score_codex":0.00046142374,"about_ca_system_score_gemma":0.00023897173,"threshold_uncertainty_score":0.9999815},"labels":[],"label_agreement":null},{"id":"W3136563722","doi":"10.3917/g2000.376.0087","title":"Le néo institutionnalisme sociologique","year":2021,"lang":"fr","type":"article","venue":"Gestion 2000","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Sociology","score_opus":0.034093761889398645,"score_gpt":0.29828604721673385,"score_spread":0.2641922853273352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136563722","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.119065434,0.026644692,0.0022230237,0.5315551,0.007271721,0.0001456107,0.000053715878,0.00010940845,0.3129313],"genre_scores_gemma":[0.82053065,0.0060051475,0.0005431356,0.0018994188,0.0014302628,0.000009627991,0.000008404803,0.000005605023,0.16956772],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998271,0.0004944649,0.00018729028,0.00030113495,0.00034779642,0.00039830126],"domain_scores_gemma":[0.9993425,0.000109506946,0.000112936206,0.00012472228,0.00016570707,0.00014464764],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00062435714,0.000103785635,0.00014490006,0.0000134995635,0.0008556966,0.00008572249,0.00018703342,0.00039148776,0.0020525567],"category_scores_gemma":[0.0005202373,0.00011936529,0.000110813766,0.0006902897,0.0011221512,0.00041526824,0.00003873426,0.00027849313,0.000700522],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021292328,0.000079054465,0.0016399173,0.0000063004763,0.000007996411,0.000026185047,0.005616443,0.000220689,0.00003219945,0.92867243,0.024549553,0.03914708],"study_design_scores_gemma":[0.00014409954,0.00001886985,0.027973376,0.000057122626,0.000011642992,0.00000720426,0.0036831687,0.00006360213,0.00007969427,0.03059339,0.9371957,0.00017213976],"about_ca_topic_score_codex":0.03287653,"about_ca_topic_score_gemma":0.020663865,"teacher_disagreement_score":0.9126461,"about_ca_system_score_codex":0.00028719727,"about_ca_system_score_gemma":0.0056077098,"threshold_uncertainty_score":0.9988597},"labels":[],"label_agreement":null},{"id":"W3179226416","doi":"10.3917/g2000.382.0041","title":"La loi du plus fort : l’exemple de la Compagnie de la Baie d’Hudson","year":2021,"lang":"fr","type":"article","venue":"Gestion 2000","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Art","score_opus":0.009594556774755798,"score_gpt":0.24829086522741486,"score_spread":0.23869630845265907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3179226416","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30605033,0.017871859,0.0007494004,0.030152343,0.001988356,0.00017614118,0.00018699358,0.00013728034,0.6426873],"genre_scores_gemma":[0.8150103,0.004695117,0.0006922582,0.0009005126,0.0010226516,0.000015625877,0.000034582656,0.000026278396,0.17760263],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978872,0.0011173392,0.00015876193,0.00021341562,0.00023246047,0.00039081826],"domain_scores_gemma":[0.9989826,0.0004544018,0.00006071919,0.00014152157,0.00006280025,0.00029793405],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011481495,0.00010051225,0.00015803342,0.000118656804,0.0007700322,0.00043942904,0.00014960098,0.00039774645,0.006970968],"category_scores_gemma":[0.0003215685,0.00015732527,0.00011170949,0.00036705434,0.0014153112,0.0001872969,0.000029156954,0.00036893983,0.00048180306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020719694,0.00023604181,0.00462171,0.00009764762,0.000044212968,0.0009873996,0.03846484,0.0011783962,0.000116347386,0.22120598,0.6526102,0.080416515],"study_design_scores_gemma":[0.0002872457,0.000012266073,0.031695563,0.00007693789,0.000053686483,0.000090351255,0.0011113842,0.00021051688,0.000016335285,0.003761832,0.9625198,0.0001640554],"about_ca_topic_score_codex":0.44930908,"about_ca_topic_score_gemma":0.54285884,"teacher_disagreement_score":0.50896,"about_ca_system_score_codex":0.0034480176,"about_ca_system_score_gemma":0.0055129253,"threshold_uncertainty_score":0.9939368},"labels":[],"label_agreement":null},{"id":"W4221028899","doi":"10.3917/g2000.385.0073","title":"Le financement participatif accompagné : le secret du succès ?","year":2022,"lang":"fr","type":"article","venue":"Gestion 2000","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Political science; Humanities; Chemistry; Art","score_opus":0.016716744420766497,"score_gpt":0.1993753231245049,"score_spread":0.18265857870373842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221028899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6384144,0.014526183,0.0040496485,0.18296982,0.008582623,0.0014549473,0.0002066556,0.00066974113,0.14912602],"genre_scores_gemma":[0.94569725,0.0000901537,0.00013816163,0.001716818,0.00075491035,0.00026709307,0.00019347585,0.0000656255,0.051076517],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974937,0.00005441572,0.0005675796,0.00060145924,0.0004928734,0.0007899998],"domain_scores_gemma":[0.9989174,0.000059378955,0.00041624243,0.00040960795,0.0001624704,0.000034905228],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00063367176,0.00034129116,0.00033973722,0.00024120246,0.0010993405,0.0005272391,0.0004624847,0.00010265454,0.004944462],"category_scores_gemma":[0.0002009191,0.00045983575,0.00015145067,0.0010371802,0.00016469945,0.0020052467,0.0007163696,0.00046536274,0.0019405672],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001587344,0.0013135478,0.025566157,0.00045340127,0.000059122056,0.00014873511,0.00030916455,0.017381845,0.00017952036,0.5064331,0.38007322,0.06792341],"study_design_scores_gemma":[0.0008738787,0.00006182712,0.028696548,0.00016243011,0.000047380025,0.000015136428,0.0002593422,0.0106113255,0.00010121608,0.0038867611,0.9547757,0.00050844526],"about_ca_topic_score_codex":0.0042413897,"about_ca_topic_score_gemma":0.0003359178,"teacher_disagreement_score":0.5747025,"about_ca_system_score_codex":0.00035528018,"about_ca_system_score_gemma":0.00039817768,"threshold_uncertainty_score":0.99978536},"labels":[],"label_agreement":null},{"id":"W4225417660","doi":"10.3917/g2000.386.0165","title":"Le coaching de gestion et la satisfaction au travail ; liens entre le coaching, le leadership et la satisfaction au travail","year":2022,"lang":"fr","type":"article","venue":"Gestion 2000","topic":"Coaching Methods and Impact","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Coaching; Humanities; Job satisfaction; Psychology; Philosophy; Social psychology; Psychotherapist","score_opus":0.05318990006611595,"score_gpt":0.3375033279167543,"score_spread":0.28431342785063834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225417660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7980792,0.0024427911,0.113364555,0.032855503,0.00424967,0.0009097959,0.00041273714,0.00057069585,0.047115076],"genre_scores_gemma":[0.9757562,0.00030510552,0.0029214425,0.0012315655,0.0006041188,0.00010665452,0.00024593013,0.00017077598,0.018658161],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9714939,0.024771137,0.0008337348,0.0010274168,0.0006378729,0.0012359355],"domain_scores_gemma":[0.99612087,0.002182408,0.00057634315,0.00064135925,0.000065874054,0.0004131304],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01161556,0.0006368004,0.0006156682,0.00048137302,0.0017848687,0.00033508407,0.00027100008,0.0008763474,0.0011987673],"category_scores_gemma":[0.00073752087,0.0008305076,0.00035402918,0.00050803757,0.00032409345,0.0008246864,0.00010401555,0.0039600236,0.0001807005],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005973902,0.0010052073,0.065365665,0.0001625692,0.00023596776,0.000069211696,0.069792025,0.036781847,0.0071594706,0.032922145,0.0098805465,0.776028],"study_design_scores_gemma":[0.0031147192,0.00059885246,0.81782675,0.0002382952,0.00023373944,0.0013499359,0.020839028,0.00378737,0.0001437027,0.0013627949,0.14963305,0.0008717522],"about_ca_topic_score_codex":0.2075791,"about_ca_topic_score_gemma":0.023200916,"teacher_disagreement_score":0.7751562,"about_ca_system_score_codex":0.0017569516,"about_ca_system_score_gemma":0.003119185,"threshold_uncertainty_score":0.99971426},"labels":[],"label_agreement":null}]}