{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1710,"total_is_capped":false,"direct_labels_cover":4,"predictions_cover":1710,"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":"d4bebe13362c","filters":{"venue":"Gestion"}},"results":[{"id":"W1970617294","doi":"10.3917/riges.302.0079","title":"La reconnaissance au travail : analyse d'un concept riche de sens","year":2005,"lang":"fr","type":"article","venue":"Gestion","topic":"Global and Cross-Cultural Management","field":"Social Sciences","cited_by":131,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Philosophy; Political science; Sociology","authors":[{"name":"Jean-Pierre Brun","is_ca":true},{"name":"Ninon Dugas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02070528062030753,"gpt":0.2950849062461865,"spread":0.274379625625879,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007260674,0.0001340256,0.0001336109,0.00001948865,0.0004268007,0.0001176635,0.0001572851,0.0001929157,0.0006497561],"category_scores_gemma":[0.000117616,0.0001275547,0.00008584973,0.0003390937,0.0006162461,0.0003313743,0.00003034146,0.0001834835,0.0006321194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005792352,"about_ca_system_score_gemma":0.00006340881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0044611,"about_ca_topic_score_gemma":0.004013405,"domain_scores_codex":[0.998489,0.0004149925,0.0001896347,0.000246794,0.0002145804,0.000445047],"domain_scores_gemma":[0.9995019,0.00005708593,0.00009947576,0.0001145349,0.00007425687,0.0001527493],"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":[0.00001025786,0.000105878,0.00417005,0.00001742709,0.0000449332,0.00001504816,0.01694005,0.001308604,0.0002048886,0.02587699,0.02392792,0.9273779],"study_design_scores_gemma":[0.0002777939,0.00005821863,0.0913631,0.00007913392,0.0001205277,0.000009233338,0.01143993,0.0006342103,0.0003130226,0.000688898,0.8947799,0.0002359993],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8524851,0.004669095,0.0002863166,0.09787785,0.0006622095,0.0001591808,0.00001573655,0.00007906846,0.04376546],"genre_scores_gemma":[0.9392315,0.0005872197,0.0006544382,0.0005786953,0.001136023,0.000007376184,0.000007485594,0.000005467261,0.05779178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.927142,"threshold_uncertainty_score":0.8124826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2085925615","doi":"10.3917/riges.312.0036","title":"Un regard critique sur l'entrepreneuriat féminin : une synthèse des études des 25 dernières années","year":2006,"lang":"fr","type":"article","venue":"Gestion","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Camille Carrier","is_ca":true},{"name":"Pierre‐André Julien","is_ca":true},{"name":"William Menvielle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01731568256778855,"gpt":0.2274397769576562,"spread":0.2101240943898677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004329032,0.0004859375,0.0004220498,0.0002144152,0.0009450716,0.0007337843,0.0003097268,0.0002413009,0.0004269172],"category_scores_gemma":[0.0007917136,0.0004870358,0.0002017871,0.0006295187,0.0007636111,0.002292861,0.0002649592,0.0002373936,0.0003640546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001030214,"about_ca_system_score_gemma":0.00003327161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01829071,"about_ca_topic_score_gemma":0.01306785,"domain_scores_codex":[0.9974281,0.0001008135,0.0006064882,0.0006982912,0.000366866,0.0007993993],"domain_scores_gemma":[0.9984452,0.0002905489,0.0003265857,0.0003615676,0.000536899,0.00003919234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000741879,0.000477592,0.8170205,0.001413286,0.0001044685,0.00009136334,0.0002518323,0.001430633,0.0006621622,0.08512717,0.01337867,0.07996812],"study_design_scores_gemma":[0.0006885256,0.00006774751,0.8055411,0.002090949,0.0004219608,0.00001832076,0.0007938809,0.0003194534,0.00148154,0.04267509,0.145178,0.0007234655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9060343,0.05840873,0.0001777233,0.02841769,0.001188395,0.0003094556,0.00001959073,0.0002816234,0.005162476],"genre_scores_gemma":[0.988863,0.005302167,0.0006496786,0.0005114136,0.001783161,0.00004945849,0.00005487234,0.00005602399,0.00273025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1317993,"threshold_uncertainty_score":0.9997581,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1981281587","doi":"10.3917/riges.302.0037","title":"La mobilisation des ressources humaines : une stratégie de rassemblement des énergies de chacun pour le bien de tous","year":2005,"lang":"fr","type":"article","venue":"Gestion","topic":"Global and Cross-Cultural Management","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Michel Tremblay","is_ca":false},{"name":"Thierry Wils","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03219988394091185,"gpt":0.3096331023263428,"spread":0.2774332183854309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001384231,0.0001824646,0.0001434654,0.00004525945,0.001226268,0.0003262824,0.0002133095,0.000156355,0.00008597608],"category_scores_gemma":[0.0002140268,0.0001732727,0.00007995714,0.0003529453,0.0009756598,0.0005792802,0.00005012317,0.0001269233,0.00004817137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009634423,"about_ca_system_score_gemma":0.0001509839,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02832457,"about_ca_topic_score_gemma":0.02232814,"domain_scores_codex":[0.9981147,0.0004850862,0.0002362917,0.0002528648,0.0002651703,0.0006458671],"domain_scores_gemma":[0.9993892,0.0001098046,0.0001214065,0.0001084529,0.0001278039,0.0001433573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00006784964,0.0006882779,0.03440874,0.0002948061,0.0001041309,0.00003380068,0.1124013,0.09283394,0.01784055,0.09204797,0.003687671,0.645591],"study_design_scores_gemma":[0.0009360964,0.0002723919,0.5367289,0.0006026864,0.0002163426,0.0000415244,0.12369,0.003481308,0.006897148,0.1215646,0.2049156,0.0006533667],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566419,0.003483113,0.001274702,0.02877074,0.0001258752,0.0002149283,0.000008314516,0.0001157143,0.009364696],"genre_scores_gemma":[0.9840945,0.002437728,0.004986228,0.0001623608,0.0005085907,0.00004880415,0.00001090292,0.00001130768,0.007739571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6449376,"threshold_uncertainty_score":0.9955118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1978483367","doi":"10.3917/riges.322.0031","title":"Promouvoir la santé mentale au travail : donner un sens au travail","year":2007,"lang":"fr","type":"article","venue":"Gestion","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Psychology; Sociology; Philosophy","authors":[{"name":"Estelle M. Morin","is_ca":false},{"name":"Jacques Forest","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01715065457696496,"gpt":0.3438379178676632,"spread":0.3266872632906982,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007712856,0.0004587917,0.000485286,0.0002229026,0.001822002,0.00003209863,0.0001977733,0.001467559,0.001688833],"category_scores_gemma":[0.0004249386,0.0004712001,0.0001355054,0.000524035,0.0003146392,0.0002769467,0.00008860407,0.002176371,0.002884659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002002822,"about_ca_system_score_gemma":0.001458375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004902957,"about_ca_topic_score_gemma":0.008301442,"domain_scores_codex":[0.9928195,0.00254217,0.001171609,0.0006700333,0.0005257048,0.002271005],"domain_scores_gemma":[0.9963357,0.001662064,0.0004106542,0.000495165,0.000144354,0.0009520865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005327581,0.0007532437,0.04579308,0.002289725,0.00006635022,0.0002235477,0.08409283,0.00005699142,0.001139621,0.00493252,0.03445074,0.8256686],"study_design_scores_gemma":[0.003490737,0.0005087057,0.6050463,0.003281958,0.0002398795,0.0001710098,0.01762444,0.0004695262,0.001202853,0.001284878,0.3658181,0.0008614999],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8960706,0.004160357,0.003168778,0.04070106,0.007999128,0.002209038,0.00006632825,0.0002999966,0.04532468],"genre_scores_gemma":[0.9348835,0.001012534,0.001594364,0.001696207,0.004258346,0.00007136604,0.0001274881,0.0001051804,0.05625101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8248071,"threshold_uncertainty_score":0.9998288,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2045788827","doi":"10.3917/riges.302.0069","title":"Agir sur les leviers organisationnels pour mobiliser le personnel : le rôle de la vision, du leadership, des pratiques de GRH et de l'organisation du travail","year":2005,"lang":"fr","type":"article","venue":"Gestion","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Michel Tremblay","is_ca":false},{"name":"Denis Chênevert","is_ca":false},{"name":"Gilles Simard","is_ca":false},{"name":"Marie‐Ève Lapalme","is_ca":false},{"name":"Olivier Doucet","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02168250074465951,"gpt":0.2430344510959356,"spread":0.2213519503512761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001714686,0.0003285936,0.0002285218,0.0002239732,0.0008260577,0.0007095732,0.0001859178,0.0004236622,0.002129135],"category_scores_gemma":[0.001555109,0.0003877937,0.0001005018,0.0004285981,0.0002132228,0.003151162,0.00005502645,0.0003666877,0.0003899109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007674471,"about_ca_system_score_gemma":0.0008626645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005140854,"about_ca_topic_score_gemma":0.002541799,"domain_scores_codex":[0.9979752,0.000417875,0.000425994,0.0003966305,0.0002983243,0.0004859504],"domain_scores_gemma":[0.9986316,0.0002885872,0.0002644958,0.0001741816,0.0005647241,0.00007641796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000639905,0.0008739943,0.7982458,0.0004920041,0.00005724257,0.00001366709,0.01737863,0.00488176,0.05253551,0.04977712,0.03536684,0.04031342],"study_design_scores_gemma":[0.001323259,0.00003708166,0.9008188,0.0002957655,0.0001966108,0.00008145574,0.03231144,0.006952802,0.006795381,0.001374611,0.04928864,0.0005241574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8674704,0.001978135,0.02908443,0.1000126,0.0002127729,0.0003362602,0.000008337161,0.0002851932,0.0006117893],"genre_scores_gemma":[0.9874297,0.0007019126,0.004416007,0.003049532,0.00116341,0.00002874289,0.0001139157,0.0001069202,0.002989834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1199593,"threshold_uncertainty_score":0.9998574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047602782","doi":"10.3917/riges.302.0060","title":"La mobilisation du personnel : l'art d'établir un climat d'échanges favorable basé sur la réciprocité","year":2005,"lang":"fr","type":"article","venue":"Gestion","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université du Québec à Montréal; HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Michel Tremblay","is_ca":true},{"name":"Gilles Simard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01263814462976354,"gpt":0.1935651263261332,"spread":0.1809269816963697,"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":[0.001190617,0.0003364811,0.0002612117,0.0002623904,0.0006275775,0.0006226432,0.0002018724,0.0002394181,0.003061231],"category_scores_gemma":[0.0005891921,0.0003615231,0.00009550223,0.0007415618,0.0001371099,0.002703919,0.0002600327,0.0002314292,0.002820924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001711937,"about_ca_system_score_gemma":0.00002105207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003178273,"about_ca_topic_score_gemma":0.0005603886,"domain_scores_codex":[0.9982507,0.0001012053,0.0003418939,0.0004525795,0.0004205246,0.000433066],"domain_scores_gemma":[0.9988886,0.0002443493,0.0002563984,0.0001926506,0.0003915773,0.00002642824],"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":[0.0001145607,0.001100047,0.1685297,0.002757366,0.000318494,0.00003301548,0.003993992,0.004358142,0.0002511879,0.1459289,0.4849356,0.187679],"study_design_scores_gemma":[0.0007813689,0.00001620321,0.05593256,0.0002907226,0.0002355863,0.000004896669,0.001193979,0.01211681,0.00003918312,0.001065837,0.9279022,0.0004205961],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3448786,0.04281072,0.0120258,0.3181047,0.004791334,0.002370115,0.00005016196,0.001376313,0.2735923],"genre_scores_gemma":[0.9037634,0.004556329,0.001240585,0.002215568,0.004419764,0.00007633606,0.0003636546,0.0000920066,0.08327241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5588848,"threshold_uncertainty_score":0.9998837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089852103","doi":"10.3917/riges.383.0054","title":"Le financement participatif : atouts, risques et conditions de succès","year":2013,"lang":"fr","type":"article","venue":"Gestion","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Stéphane Onnée","is_ca":false},{"name":"Sophie Renault","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02044454000962579,"gpt":0.2479547446397,"spread":0.2275102046300743,"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":[0.0003502514,0.0002531206,0.0002200114,0.0001536133,0.0002943449,0.0008138394,0.0001844312,0.0001742942,0.001149777],"category_scores_gemma":[0.0004384404,0.0003051379,0.00009484252,0.0004145463,0.0001747184,0.003738605,0.0001600478,0.0002528223,0.005492991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001689569,"about_ca_system_score_gemma":0.0001126353,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006722092,"about_ca_topic_score_gemma":0.0006061083,"domain_scores_codex":[0.9983792,0.00003381526,0.0003917038,0.0003634186,0.0002044899,0.0006274066],"domain_scores_gemma":[0.9990783,0.00007294858,0.0002743969,0.0002622547,0.0002798867,0.00003217037],"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":[0.00001069343,0.000394126,0.03386366,0.0004404206,0.0000330791,0.00001548325,0.0001263863,0.0007426468,0.0007361379,0.7512606,0.187815,0.02456182],"study_design_scores_gemma":[0.0004935219,0.0000449568,0.321047,0.0009664585,0.00008251143,0.000006412943,0.00012895,0.01009395,0.0005857184,0.04205168,0.6240176,0.0004812357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7562901,0.00344683,0.01148923,0.1720281,0.001908772,0.001082412,0.00005997493,0.0004164873,0.05327803],"genre_scores_gemma":[0.9788843,0.0001831743,0.0005619808,0.001738249,0.0003808295,0.0003045218,0.0001785208,0.00004179321,0.0177266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7092089,"threshold_uncertainty_score":0.9999401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2041970198","doi":"10.3917/riges.264.0034","title":"La logistique hospitalière : un remède aux maux du secteur de la santé?","year":2001,"lang":"fr","type":"article","venue":"Gestion","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Medicine; Gynecology; Philosophy","authors":[{"name":"Sylvain Landry","is_ca":false},{"name":"Martin Beaulieu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05627666012678565,"gpt":0.4537835346391174,"spread":0.3975068745123317,"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":[0.008926898,0.0002851961,0.0003591081,0.0001078518,0.0007813961,0.00007489697,0.0001944018,0.001904833,0.001979836],"category_scores_gemma":[0.005634646,0.0002870705,0.00009436026,0.0003411653,0.0001816019,0.0004163933,0.00008926236,0.002403508,0.001108598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005294493,"about_ca_system_score_gemma":0.001278931,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01338398,"about_ca_topic_score_gemma":0.002327783,"domain_scores_codex":[0.9785143,0.01922947,0.0007033012,0.0004253864,0.0002799774,0.0008475793],"domain_scores_gemma":[0.9927556,0.005656673,0.0004633462,0.0004225433,0.0002809509,0.0004209161],"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":[0.0002538106,0.0004495071,0.2444869,0.002585756,0.00009041424,0.001581912,0.03097697,0.0001244297,0.0002028402,0.111413,0.06563222,0.5422022],"study_design_scores_gemma":[0.0004248395,0.000149019,0.3108764,0.001160883,0.00004624151,0.0004607468,0.00279335,0.0003601415,0.000006846616,0.003155857,0.6803438,0.0002218405],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6507179,0.01079031,0.00516987,0.2581917,0.004400805,0.001046755,0.00007530182,0.0003012028,0.06930614],"genre_scores_gemma":[0.9642981,0.01302728,0.001510103,0.001458699,0.002642321,0.00008999358,0.00004270264,0.00006355754,0.01686727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6147116,"threshold_uncertainty_score":0.9999582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2092040798","doi":"10.3917/riges.362.0049","title":"La mobilisation des citoyens autour du gaz de schiste au Québec : les leçons à tirer","year":2011,"lang":"fr","type":"article","venue":"Gestion","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Pierre Batellier","is_ca":false},{"name":"Lucie Sauvé","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06061208995164983,"gpt":0.2809254491323344,"spread":0.2203133591806846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001344873,0.0001242436,0.0001180802,0.00002746843,0.00111024,0.0000597798,0.0002178457,0.0002702721,0.0007059799],"category_scores_gemma":[0.0007040129,0.0001282467,0.00009107916,0.0003747936,0.001771293,0.0004791312,0.00003237092,0.0001826228,0.000171411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236219,"about_ca_system_score_gemma":0.001267743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.865055,"about_ca_topic_score_gemma":0.75165,"domain_scores_codex":[0.9983126,0.0005184289,0.0001766293,0.0002450234,0.0003069107,0.0004404415],"domain_scores_gemma":[0.9992803,0.0001964496,0.0001637546,0.0001095217,0.0000885655,0.0001614526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0000140217,0.0001467299,0.2646912,0.00002471162,0.00001277007,0.000009302069,0.3568164,0.00006209215,0.0001261195,0.07834764,0.003258091,0.2964909],"study_design_scores_gemma":[0.0001305665,0.00007757363,0.8697531,0.0001177807,0.00004288256,0.000007542476,0.01260444,0.0005382095,0.00004581064,0.009369706,0.1071076,0.0002048166],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420006,0.001026033,0.001035733,0.01894961,0.001075584,0.0001309632,0.00000851706,0.00007647231,0.03569647],"genre_scores_gemma":[0.981253,0.000612872,0.0008269888,0.00006324618,0.0007052544,0.0000169615,0.000001228366,0.000009918602,0.01651047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6050619,"threshold_uncertainty_score":0.8539183,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026875399","doi":"10.3917/riges.343.0025","title":"Les différences intergénérationnelles au travail : faire la part des choses","year":2009,"lang":"fr","type":"article","venue":"Gestion","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Tania Saba","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0250608285607084,"gpt":0.2425182317385425,"spread":0.217457403177834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002846467,0.0002241328,0.0001909282,0.00009365434,0.0005989742,0.000467569,0.0001704608,0.000134308,0.0004544746],"category_scores_gemma":[0.0002899592,0.0002064517,0.00009104874,0.0002684723,0.0003364211,0.001418111,0.00005325453,0.0001497666,0.0002183945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004992414,"about_ca_system_score_gemma":0.00001759011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002272277,"about_ca_topic_score_gemma":0.002617176,"domain_scores_codex":[0.9988196,0.00005186936,0.0002933721,0.0003074363,0.0001866395,0.0003410078],"domain_scores_gemma":[0.999418,0.00009119156,0.0001807487,0.0001342654,0.0001560425,0.0000197252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002224533,0.0001599342,0.2173117,0.0001985482,0.00002874075,0.000007352872,0.001100176,0.0002722778,0.0000670939,0.02552327,0.008436305,0.7468723],"study_design_scores_gemma":[0.0002479827,0.00007428989,0.7655754,0.00133588,0.0001169928,0.000004020672,0.003024139,0.0003376578,0.00005930734,0.007021922,0.221891,0.0003113944],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8944055,0.03092907,0.000218609,0.04405205,0.001562548,0.0001863881,0.000005224137,0.0001593521,0.02848123],"genre_scores_gemma":[0.9882367,0.003775548,0.00008975326,0.000449661,0.001602266,0.00001071666,0.00002092055,0.000009984118,0.005804414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7465609,"threshold_uncertainty_score":0.8418854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1988086134","doi":"10.3917/riges.302.0089","title":"Pour une meilleure reconnaissance des contributions au travail","year":2005,"lang":"fr","type":"article","venue":"Gestion","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science","authors":[{"name":"Sylvie St‐Onge","is_ca":false},{"name":"Victor Y. Haines","is_ca":false},{"name":"Isabelle Aubin","is_ca":false},{"name":"Claudia Rousseau","is_ca":false},{"name":"Geneviève Lagassé","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1902597796543382,"gpt":0.4374324872381272,"spread":0.2471727075837891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002261304,0.0001297142,0.0001469443,0.00004342412,0.001252708,0.00003523441,0.0001397835,0.0002945697,0.0005947145],"category_scores_gemma":[0.001949925,0.0001510648,0.00008017428,0.0004001664,0.002015114,0.0003759716,0.000008150828,0.0002567153,0.0005443122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007051744,"about_ca_system_score_gemma":0.000644375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001993614,"about_ca_topic_score_gemma":0.0039057,"domain_scores_codex":[0.9981452,0.0007598177,0.0002605232,0.0002474553,0.0001608317,0.000426161],"domain_scores_gemma":[0.9982968,0.0009574849,0.0001354349,0.0001164073,0.0003443984,0.0001494581],"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":[0.000004241852,0.000208799,0.007514093,0.00002201795,0.00003710033,3.861069e-7,0.05451639,0.0003191007,0.0001213476,0.6798784,0.02299093,0.2343872],"study_design_scores_gemma":[0.000471022,0.00005675239,0.1996913,0.0002024806,0.0000776563,0.00001178157,0.04604682,0.0002937622,0.00006109831,0.03733971,0.7154567,0.0002909436],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2594424,0.01091381,0.004889226,0.6698658,0.004833929,0.0002658845,0.000077094,0.0001205554,0.04959118],"genre_scores_gemma":[0.9396247,0.002662769,0.003220674,0.000482292,0.008409227,0.00003438343,0.0000589153,0.00001120295,0.04549589],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6924658,"threshold_uncertainty_score":0.9634942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033884696","doi":"10.3917/riges.333.0016","title":"Leadership et communityship","year":2008,"lang":"fr","type":"article","venue":"Gestion","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Henry Mintzberg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3260803485615225,"gpt":0.35591171269534,"spread":0.02983136413381748,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000964419,0.00009214025,0.0001092728,0.00001791763,0.0009718629,0.00003761358,0.0002770986,0.0002021303,0.0005737335],"category_scores_gemma":[0.0003686551,0.0001017348,0.00006782066,0.0005626873,0.001259134,0.0004568577,0.00003100669,0.000334354,0.0006322628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001664248,"about_ca_system_score_gemma":0.0002543779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06587268,"about_ca_topic_score_gemma":0.02073822,"domain_scores_codex":[0.9982142,0.0006826313,0.0001277075,0.0001493171,0.0004358308,0.0003903102],"domain_scores_gemma":[0.9993213,0.0002529564,0.0001032458,0.0001359746,0.00005952601,0.0001269261],"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":[0.00001296519,0.0001983177,0.05071045,0.00002767527,0.00001142528,0.00002467095,0.143518,0.0001083338,0.00003054332,0.5697349,0.1624145,0.07320814],"study_design_scores_gemma":[0.0001453018,0.00006532842,0.3354219,0.00009488621,0.00001067677,0.000009934767,0.01303412,0.00007880546,0.00001295365,0.005193955,0.6457422,0.0001899944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3439387,0.008403862,0.0002128247,0.5774466,0.002823136,0.000130384,0.000009233997,0.00007614397,0.06695916],"genre_scores_gemma":[0.8719125,0.002724333,0.0002051425,0.0017456,0.0004782949,0.000004073201,0.000002820326,0.000005685956,0.1229215],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5757009,"threshold_uncertainty_score":0.9971308,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089969044","doi":"10.3917/riges.294.0031","title":"L'évaluation des modèles de gestion du changement organisationnel : de la capacité de gestion du changement à la gestion des capacités de changement","year":2004,"lang":"fr","type":"article","venue":"Gestion","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Richard Soparnot","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06459972337970496,"gpt":0.2470674479041441,"spread":0.1824677245244391,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01150367,0.0008649451,0.0005254607,0.000938284,0.001561366,0.001216057,0.0004621184,0.000968725,0.0007794183],"category_scores_gemma":[0.002075357,0.001036588,0.0002412519,0.001036836,0.0006651579,0.002360092,0.0003380079,0.0007913268,0.0003688541],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007559779,"about_ca_system_score_gemma":0.0002962292,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01662529,"about_ca_topic_score_gemma":0.003866167,"domain_scores_codex":[0.9940153,0.001275295,0.0009681234,0.0009848158,0.001104207,0.001652261],"domain_scores_gemma":[0.9975131,0.0004024531,0.000621727,0.0005571083,0.000698488,0.0002071117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005562007,0.003759148,0.06044837,0.006880147,0.0006199463,0.0002272441,0.04278804,0.3264188,0.01466667,0.1479769,0.01223755,0.3834209],"study_design_scores_gemma":[0.004800856,0.0003883637,0.6675498,0.004538291,0.001958915,0.0001784418,0.006685884,0.1401865,0.002618267,0.1201931,0.04911877,0.001782864],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6366374,0.00266773,0.296162,0.05921532,0.0009766528,0.001758321,0.00003392886,0.0005072231,0.002041353],"genre_scores_gemma":[0.9665996,0.006422574,0.01888742,0.001857653,0.003282236,0.0009832578,0.0005414596,0.0001681829,0.001257555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6071014,"threshold_uncertainty_score":0.9998208,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2132025661","doi":"10.3917/riges.353.0069","title":"Comment améliorer le bien-être psychologique au travail?","year":2010,"lang":"fr","type":"article","venue":"Gestion","topic":"Workplace Spirituality and Leadership","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Privy Council Office; Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Humanities; Political science; Philosophy; Sociology","authors":[{"name":"Véronique Dagenais‐Desmarais","is_ca":true},{"name":"Catherine Privé","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04047232035901027,"gpt":0.3147162148214134,"spread":0.2742438944624032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002356889,0.000166209,0.0001658201,0.0000594739,0.000604009,0.00008891809,0.0002764911,0.0007267448,0.001220727],"category_scores_gemma":[0.0002852834,0.0001789048,0.0001035455,0.0003947274,0.001148437,0.0002810152,0.00002263962,0.001011436,0.001110535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001236202,"about_ca_system_score_gemma":0.0002479155,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007600015,"about_ca_topic_score_gemma":0.02517343,"domain_scores_codex":[0.9977554,0.0008391184,0.0002381418,0.0003310107,0.0002897744,0.0005465234],"domain_scores_gemma":[0.9991089,0.0002305368,0.0001084819,0.00027681,0.00006412323,0.0002112047],"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":[0.00005226681,0.0007033732,0.01202832,0.00006306852,0.00002922293,0.00001345046,0.0487875,0.00003275413,0.0007965409,0.6421967,0.1108552,0.1844416],"study_design_scores_gemma":[0.000410567,0.0001145874,0.04772928,0.00009367692,0.00002803937,0.000006865283,0.00907665,0.00003634861,0.0001876667,0.00432104,0.9377305,0.0002648184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3235108,0.0003292315,0.000361837,0.6575047,0.005199555,0.0002116469,0.000008549542,0.00008234754,0.0127913],"genre_scores_gemma":[0.9687786,0.0001108533,0.0007777712,0.005798001,0.001707507,0.00002049177,0.00001601847,0.00001480397,0.02277597],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8268753,"threshold_uncertainty_score":0.9996923,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971902977","doi":"10.3917/riges.353.0027","title":"Comprendre les tensions de rôles afin de mieux les prévenir et de contribuer au bien-être des employés","year":2010,"lang":"fr","type":"article","venue":"Gestion","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Philosophy; Political science","authors":[{"name":"Louise Royal","is_ca":true},{"name":"André Brassard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1684276263168023,"gpt":0.4398841750998186,"spread":0.2714565487830163,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003191007,0.000175644,0.0001918681,0.00007840271,0.001518681,0.00006823216,0.0002170885,0.0005764649,0.0001858192],"category_scores_gemma":[0.003607722,0.0001900276,0.0001036853,0.0002497644,0.002196749,0.0002261799,0.00002866653,0.00062104,0.00004085313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003696116,"about_ca_system_score_gemma":0.001513929,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01365794,"about_ca_topic_score_gemma":0.0360959,"domain_scores_codex":[0.9973573,0.001303195,0.0002472849,0.0002722362,0.0001809,0.0006390976],"domain_scores_gemma":[0.9969038,0.002248014,0.000148773,0.0001539498,0.0003101569,0.0002353501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007178362,0.000220284,0.5958071,0.00004294307,0.00003787939,0.000002374831,0.07092632,0.0002069095,0.004165358,0.3017526,0.003502281,0.02332878],"study_design_scores_gemma":[0.0002670171,0.00005436849,0.8495855,0.0002084107,0.0000831349,0.00003738938,0.03396356,0.0002094365,0.0001904534,0.02799419,0.0871683,0.0002382291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9243178,0.001415299,0.001906192,0.06792586,0.001635602,0.000171419,0.00005308712,0.000101997,0.002472766],"genre_scores_gemma":[0.9770439,0.000999461,0.01493724,0.0004127956,0.002380234,0.00004746391,0.00008122934,0.00002188058,0.004075826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2737584,"threshold_uncertainty_score":0.9997812,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087466433","doi":"10.3917/riges.351.0088","title":"Comment gérer des télétravailleurs?","year":2010,"lang":"fr","type":"article","venue":"Gestion","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Laurent Taskin","is_ca":false},{"name":"Diane‐Gabrielle Tremblay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2018146560163543,"gpt":0.4355909314279545,"spread":0.2337762754116002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002329244,0.0000967267,0.0000910706,0.00003457169,0.0007154581,0.00004326164,0.0001350558,0.0002674921,0.0009443887],"category_scores_gemma":[0.0009018698,0.0001081171,0.00005156716,0.0001869318,0.001669614,0.0002097802,0.00001254848,0.0003685362,0.0004452999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001112279,"about_ca_system_score_gemma":0.0001902299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008378993,"about_ca_topic_score_gemma":0.0005478825,"domain_scores_codex":[0.9987476,0.0004463443,0.0001635038,0.0001828896,0.0001720846,0.0002876121],"domain_scores_gemma":[0.9989144,0.0006000109,0.00007916196,0.0001226638,0.0001628304,0.0001209732],"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":[0.000001428138,0.0001214767,0.01375693,0.00001985809,0.000017795,3.225922e-7,0.05246157,0.000007521541,0.0002589641,0.8294839,0.02148209,0.08238816],"study_design_scores_gemma":[0.0001322971,0.00004133134,0.07771046,0.00004781219,0.00003093524,0.000003901072,0.04649319,0.00005610079,0.00003159785,0.02477211,0.8505237,0.0001565443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4878416,0.0009570889,0.00047633,0.4730425,0.01463439,0.0001532206,0.000008243499,0.00006075966,0.0228259],"genre_scores_gemma":[0.9652273,0.001111158,0.007960484,0.001583181,0.005294571,0.00002648979,0.00003681802,0.0000117344,0.01874827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8290416,"threshold_uncertainty_score":0.9999689,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2028466615","doi":"10.3917/riges.273.0012","title":"Gérer les soins de santé et le traitement de la maladie","year":2002,"lang":"fr","type":"article","venue":"Gestion","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Physics; Art","authors":[{"name":"Sholom Glouberman","is_ca":false},{"name":"Henry Mintzberg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1366752304220522,"gpt":0.4576923403622218,"spread":0.3210171099401695,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005491171,0.0001689226,0.0002187144,0.00007888536,0.0006658777,0.00005069642,0.00009506995,0.0008027377,0.005116017],"category_scores_gemma":[0.001118498,0.0001743362,0.00006678048,0.0001351471,0.00007706718,0.0003399139,0.00003411822,0.00131195,0.0006863407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005739568,"about_ca_system_score_gemma":0.0008978274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01226067,"about_ca_topic_score_gemma":0.00326136,"domain_scores_codex":[0.9889779,0.009379802,0.0004962315,0.0002470155,0.0001945943,0.0007044622],"domain_scores_gemma":[0.9968615,0.002266642,0.000266849,0.0002264021,0.00008280123,0.0002957809],"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":[0.0000357949,0.0003986951,0.01507007,0.002422544,0.00005272101,0.00007167509,0.05207958,0.0002571573,0.0003997779,0.1346469,0.1385497,0.6560154],"study_design_scores_gemma":[0.0005075843,0.0001167881,0.08808782,0.001339687,0.00003394772,0.00005087034,0.005947751,0.004538775,0.00001653817,0.0007973387,0.8984024,0.0001604966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2622876,0.02387285,0.009304604,0.5581976,0.002444416,0.001121559,0.0001289408,0.0001895376,0.1424529],"genre_scores_gemma":[0.9481114,0.005156741,0.002780985,0.002166384,0.001118524,0.00009052864,0.00001257999,0.00003763772,0.04052528],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7598527,"threshold_uncertainty_score":0.9957935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006737904","doi":"10.3917/riges.353.0034","title":"La santé mentale au travail : une question de gros bon sens","year":2010,"lang":"fr","type":"article","venue":"Gestion","topic":"Education and Work Dynamics","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Estelle M. Morin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008409133819809816,"gpt":0.3205431303092863,"spread":0.3121339964894765,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001522994,0.0001071258,0.00008861609,0.00004197432,0.0003770912,0.00007154078,0.00009541271,0.0003618857,0.0003780077],"category_scores_gemma":[0.000190656,0.0001121249,0.00004608781,0.0003232455,0.0004359986,0.0002005195,0.00001224438,0.0004334097,0.0002662276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003974182,"about_ca_system_score_gemma":0.0003446365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01030242,"about_ca_topic_score_gemma":0.02748806,"domain_scores_codex":[0.9985273,0.0006214478,0.0001583695,0.000186241,0.0001963461,0.0003103332],"domain_scores_gemma":[0.999442,0.0001191826,0.00009203231,0.0001294447,0.00005442163,0.0001628623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001228467,0.0003613974,0.03950689,0.0000350107,0.00001221374,0.000005178156,0.05846122,0.00005589225,0.004163995,0.2632679,0.00719964,0.6269184],"study_design_scores_gemma":[0.0002993777,0.00006630003,0.5389279,0.0001517301,0.0000762754,0.00002915283,0.01319498,0.002664542,0.0001716159,0.008729039,0.4353718,0.0003172902],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.91932,0.0001842183,0.0007961003,0.05512566,0.007546001,0.0001610373,0.000009688471,0.00008255602,0.01677477],"genre_scores_gemma":[0.9521375,0.0004777428,0.001293771,0.0001958397,0.001392579,0.00001022399,0.000035272,0.00001275357,0.0444443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6266011,"threshold_uncertainty_score":0.9962881,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2461639884","doi":"10.3917/riges.412.0090","title":"Les espaces de coworking : les avantages du partage","year":2016,"lang":"fr","type":"article","venue":"Gestion","topic":"Facilities and Workplace Management","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université du Québec à Montréal; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation; Université du Québec à Trois-Rivières; Université TÉLUQ","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Arnaud Scaillerez","is_ca":true},{"name":"Diane‐Gabrielle Tremblay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03191897446471592,"gpt":0.2948444791453539,"spread":0.262925504680638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000684017,0.0001971985,0.0001993007,0.00007411921,0.0002264521,0.00006518116,0.0001520834,0.0002590179,0.003837691],"category_scores_gemma":[0.0001470603,0.0001575036,0.00008638631,0.00007713425,0.0001990641,0.00008945508,0.00007513373,0.0001559064,0.00104846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001821544,"about_ca_system_score_gemma":0.00001318275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001522186,"about_ca_topic_score_gemma":0.0006375222,"domain_scores_codex":[0.9983434,0.000461508,0.0002255969,0.0003245828,0.0001336641,0.0005112144],"domain_scores_gemma":[0.9990205,0.0004666714,0.0001072343,0.0002904629,0.00003213881,0.00008302556],"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":[0.0001324538,0.0001863614,0.1182797,0.001061368,0.0001646335,0.0001022119,0.003792619,0.0001216085,0.0003429246,0.08805936,0.09295194,0.6948048],"study_design_scores_gemma":[0.0006991815,0.0001511831,0.06220157,0.002858004,0.0001192962,0.00001865123,0.003248097,0.00005233891,0.000117587,0.0008072513,0.9294511,0.0002757384],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.470083,0.03122533,0.02301774,0.4292987,0.006695297,0.0006985705,0.00009228437,0.00031828,0.03857081],"genre_scores_gemma":[0.7155897,0.003074922,0.0001709657,0.0001751062,0.0004717791,0.00004050034,0.000005466205,0.00001984451,0.2804517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8364992,"threshold_uncertainty_score":0.9997293,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2143184241","doi":"10.3917/riges.274.0043","title":"La transformation vers de nouvelles formes d'organisation plus flexibles : un cadre de référence","year":2002,"lang":"fr","type":"article","venue":"Gestion","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Mario Roy","is_ca":true},{"name":"Madeleine Audet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02614295937592008,"gpt":0.2676486921221367,"spread":0.2415057327462166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008038985,0.0001296998,0.0001188965,0.0000358601,0.0006835994,0.0001265458,0.0002038969,0.0003250142,0.001151451],"category_scores_gemma":[0.0001754462,0.000141892,0.00007183009,0.0004986338,0.0004210304,0.0009502616,0.00001134096,0.0001881327,0.0001628192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009256523,"about_ca_system_score_gemma":0.0003084776,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02003221,"about_ca_topic_score_gemma":0.00590669,"domain_scores_codex":[0.9984224,0.0002880742,0.0002015036,0.0001925505,0.00042442,0.0004710933],"domain_scores_gemma":[0.9994136,0.0001693283,0.000149124,0.00007683386,0.00005049062,0.0001406315],"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":[0.00001513985,0.00007891472,0.003296453,0.00005527052,0.00001359458,0.00000541609,0.3445948,0.001976147,0.0004233222,0.1931413,0.005471047,0.4509286],"study_design_scores_gemma":[0.001419448,0.0003069064,0.1422614,0.0005258625,0.0001806853,0.00004353324,0.1304874,0.06297629,0.003223714,0.03966748,0.6178848,0.001022489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8559654,0.003586506,0.01328844,0.09368031,0.00110982,0.0002990928,0.00003117672,0.0001282603,0.03191094],"genre_scores_gemma":[0.9860213,0.006317329,0.0007933898,0.0002086997,0.0003129402,0.000008942588,0.000004739415,0.000008318011,0.006324346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6124138,"threshold_uncertainty_score":0.9997616,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2066716565","doi":"10.3917/riges.312.0083","title":"Les enjeux théoriques de la marchandisation de la responsabilité sociale de l'entreprise","year":2006,"lang":"fr","type":"article","venue":"Gestion","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Aurélien Acquier","is_ca":false},{"name":"Jean‐Pascal Gond","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01884842175761849,"gpt":0.2856043746721968,"spread":0.2667559529145784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00763978,0.0002224492,0.0002222706,0.0001808712,0.0004448505,0.0006020326,0.000136049,0.0005177869,0.0003154063],"category_scores_gemma":[0.01179398,0.0002783392,0.0001670481,0.0004616194,0.0004042061,0.0006863181,0.0001297771,0.0004079291,0.00005174522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001339246,"about_ca_system_score_gemma":0.0006650987,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01838647,"about_ca_topic_score_gemma":0.0008721511,"domain_scores_codex":[0.9971485,0.001122709,0.0005136373,0.0003813522,0.00029716,0.0005366242],"domain_scores_gemma":[0.9971091,0.001702555,0.0005432548,0.0002436678,0.000368485,0.0000329218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003259123,0.0003049769,0.7186179,0.0004793222,0.00002225982,0.00008010577,0.0007408619,0.0004379818,0.008712997,0.06169201,0.002309632,0.206276],"study_design_scores_gemma":[0.0002973527,0.00001052944,0.6712105,0.0002220064,0.0001099314,0.00001644483,0.0004723961,0.002396417,0.0003789373,0.2721896,0.05246814,0.0002277419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662763,0.001432019,0.00390845,0.01837813,0.0002321574,0.0003278829,0.000005036983,0.000228728,0.009211325],"genre_scores_gemma":[0.9855477,0.0001723029,0.001820263,0.0001194329,0.001911646,0.00003636755,0.00004439078,0.00004578722,0.01030215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2104975,"threshold_uncertainty_score":0.9999669,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2023804957","doi":"10.3917/riges.344.0032","title":"Décoder les préoccupations et les résistances à l'égard des changements","year":2009,"lang":"fr","type":"article","venue":"Gestion","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Céline Bareil","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3709354085117693,"gpt":0.4921251410772677,"spread":0.1211897325654984,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001665496,0.0001337951,0.0001227299,0.00007136578,0.001281725,0.00006791575,0.0001388131,0.0002447817,0.0004546237],"category_scores_gemma":[0.0008980933,0.0001489689,0.00006419866,0.0003061266,0.0009352092,0.0004100697,0.000008671953,0.0001982911,0.00006437556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001373125,"about_ca_system_score_gemma":0.0001777135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001022492,"about_ca_topic_score_gemma":0.001617382,"domain_scores_codex":[0.9982553,0.0007422369,0.0002180328,0.0002434591,0.0002373637,0.0003036212],"domain_scores_gemma":[0.9989688,0.0004492961,0.0001412732,0.0001035937,0.0002357737,0.0001013002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000004684567,0.0002287932,0.0285483,0.00002863027,0.00002884888,3.214389e-7,0.05194274,0.0001239703,0.00004625701,0.7292343,0.005505068,0.1843081],"study_design_scores_gemma":[0.0001987771,0.0001148516,0.6756672,0.0002616554,0.00007034375,0.000001415093,0.05093006,0.00008621816,0.00001591512,0.06312958,0.2092679,0.0002560302],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3813668,0.01811873,0.008913553,0.5154827,0.005361963,0.0005388745,0.00007242722,0.0002036732,0.06994127],"genre_scores_gemma":[0.9660942,0.005798116,0.008517575,0.000791053,0.002220253,0.00004029267,0.0001279173,0.000009292957,0.01640133],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6661047,"threshold_uncertainty_score":0.9858123,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2023836772","doi":"10.3917/riges.313.0070","title":"Collaborer dans la chaîne logistique : où en sommes-nous?","year":2006,"lang":"fr","type":"article","venue":"Gestion","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Jacques Roy","is_ca":false},{"name":"Sylvain Landry","is_ca":true},{"name":"Martin Beaulieu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01102430271231411,"gpt":0.2316285645819519,"spread":0.2206042618696377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001462266,0.0003028988,0.0002667882,0.0002082598,0.0002746075,0.0005511491,0.0002562888,0.000322659,0.0008164099],"category_scores_gemma":[0.0002233713,0.0003340862,0.0001068271,0.0005779257,0.0002052069,0.001011711,0.0002114647,0.000299345,0.001517773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000212802,"about_ca_system_score_gemma":0.00004797304,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008164363,"about_ca_topic_score_gemma":0.002390804,"domain_scores_codex":[0.9980654,0.000164767,0.000434331,0.0004289433,0.0003402256,0.0005663382],"domain_scores_gemma":[0.9990982,0.0001516543,0.0002099938,0.0003359141,0.0001807727,0.00002345509],"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":[0.00004870589,0.0005708914,0.03259721,0.001046896,0.00005025471,0.0001523261,0.0002987578,0.00451151,0.0001713976,0.8099472,0.1364505,0.01415433],"study_design_scores_gemma":[0.0006324461,0.00001996935,0.1180664,0.000247207,0.0001602708,0.000006381769,0.0006239042,0.004327622,0.00003121561,0.01861433,0.8568867,0.000383497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1427897,0.006931283,0.04599062,0.5061205,0.004986572,0.001626905,0.00008378533,0.0007223655,0.2907482],"genre_scores_gemma":[0.9261745,0.0002395112,0.000614817,0.001598156,0.003021325,0.00005534657,0.0003404108,0.0000491999,0.06790678],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7913329,"threshold_uncertainty_score":0.9999111,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022665081","doi":"10.3917/riges.264.0012","title":"Interactions entre vision, intention et anticipation chez les dirigeants des petites entreprises","year":2001,"lang":"fr","type":"article","venue":"Gestion","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Art","authors":[{"name":"Alí Smida","is_ca":false},{"name":"Roland Condor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03354055601602147,"gpt":0.291015761855623,"spread":0.2574752058396015,"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":[0.0004167625,0.000277045,0.0002196265,0.0002532401,0.000609163,0.0005943899,0.0001468915,0.0001161126,0.003993321],"category_scores_gemma":[0.0008544243,0.0002730791,0.0001416393,0.0005227296,0.0002608135,0.003262142,0.0001722598,0.0002426181,0.001034813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001041115,"about_ca_system_score_gemma":0.00001471962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002713555,"about_ca_topic_score_gemma":0.002460231,"domain_scores_codex":[0.9983497,0.00009149955,0.0004487595,0.0004407569,0.0002664651,0.0004028516],"domain_scores_gemma":[0.9987012,0.000153386,0.0003574355,0.0002071128,0.0005524543,0.00002837892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005470698,0.0003432238,0.7830819,0.000241158,0.00005577319,0.0000127058,0.0005574094,0.0004485736,0.0007658291,0.005042028,0.005179574,0.2042171],"study_design_scores_gemma":[0.0003325123,0.00003505905,0.696896,0.001794099,0.0002054872,0.00001053711,0.001776788,0.00179145,0.0001299571,0.001839323,0.2949042,0.0002845789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433311,0.007367383,0.001280859,0.03633118,0.002472153,0.0002878415,0.000007883245,0.0001867502,0.00873486],"genre_scores_gemma":[0.9779875,0.01005003,0.0001818934,0.0004677148,0.0007742615,0.00002342788,0.000126522,0.00002587279,0.01036283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2897246,"threshold_uncertainty_score":0.9999722,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2131261047","doi":"10.3917/riges.393.0056","title":"La logistique hospitalière au Québec : passé, présent et futur","year":2014,"lang":"fr","type":"article","venue":"Gestion","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Ministère de la Santé et des Services Sociaux (Québec); HEC Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Martin Beaulieu","is_ca":true},{"name":"Jacques Roy","is_ca":true},{"name":"Sylvain Landry","is_ca":true},{"name":"Martin Michaud","is_ca":true},{"name":"Clément Roy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00880850585790003,"gpt":0.220615703486068,"spread":0.211807197628168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00175531,0.0003323452,0.0002719751,0.0001924288,0.0002856488,0.0004980182,0.0002384075,0.0002757396,0.0003282152],"category_scores_gemma":[0.0005457685,0.0003362143,0.0001415038,0.000263251,0.0001318688,0.0006672801,0.0002402134,0.0003964366,0.0013528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003340035,"about_ca_system_score_gemma":0.0001012695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1371717,"about_ca_topic_score_gemma":0.0457349,"domain_scores_codex":[0.9981527,0.0002019019,0.0003446994,0.0004684635,0.0003239651,0.0005083],"domain_scores_gemma":[0.9989935,0.0001848829,0.0002391885,0.0003981682,0.0001456968,0.00003855641],"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":[0.00005053804,0.0005091803,0.2693853,0.002397161,0.0001240315,0.00006631546,0.001760977,0.01223864,0.00002951701,0.2808458,0.1906476,0.2419449],"study_design_scores_gemma":[0.0004346188,0.00003721778,0.123231,0.0004513955,0.0001469607,0.000003868756,0.0005655639,0.01550377,0.000003815171,0.001766498,0.857474,0.0003813006],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05471074,0.001566526,0.04523992,0.8217446,0.005796082,0.0005873927,0.000006455044,0.0004409495,0.06990733],"genre_scores_gemma":[0.9688023,0.0001108165,0.0003038284,0.002986751,0.003314929,0.00004033819,0.00008635868,0.00005401388,0.02430062],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9140916,"threshold_uncertainty_score":0.999909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987344866","doi":"10.3917/riges.272.0014","title":"La gestion stratégique des ressources humaines","year":2002,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Gilles Guérin","is_ca":false},{"name":"Thierry Wils","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03734312364731148,"gpt":0.2278776881186545,"spread":0.190534564471343,"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":[0.0006863576,0.0002786074,0.0001922252,0.0002892812,0.0006216129,0.0006862649,0.0001501774,0.0005385799,0.001968556],"category_scores_gemma":[0.0004290608,0.0003002415,0.00006469456,0.001020847,0.0003926628,0.003209065,0.00004008989,0.0004517188,0.001067098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007227074,"about_ca_system_score_gemma":0.000008473306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006954802,"about_ca_topic_score_gemma":0.0001764518,"domain_scores_codex":[0.9985623,0.00008966181,0.0003904245,0.0003426864,0.0002363896,0.0003785712],"domain_scores_gemma":[0.9988667,0.0000861301,0.0002859333,0.0002045597,0.0005397936,0.00001682545],"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":[0.00006535817,0.0005698588,0.0404779,0.0022719,0.0000595066,0.00006044211,0.0006037132,0.002349508,0.00210782,0.3930379,0.0183279,0.5400682],"study_design_scores_gemma":[0.0007900301,0.00005087345,0.4037242,0.002079482,0.0001917708,0.00005152873,0.0003408834,0.02137042,0.0001736854,0.02284449,0.5476783,0.0007043491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8292683,0.01674646,0.004013805,0.07925478,0.002454595,0.000401785,0.000008654986,0.0004498713,0.06740172],"genre_scores_gemma":[0.9877843,0.001238164,0.000447603,0.0003785249,0.001856053,0.00002243287,0.00008741992,0.00003965705,0.008145829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5393639,"threshold_uncertainty_score":0.999945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2093166495","doi":"10.3917/riges.311.0077","title":"L'internationalisation","year":2006,"lang":"fr","type":"article","venue":"Gestion","topic":"International Business and FDI","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Internationalization; Philosophy; Business","authors":[{"name":"François Pantin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01303668582246823,"gpt":0.2159493459858068,"spread":0.2029126601633386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002179235,0.0001439337,0.00009571062,0.0002099161,0.0001291286,0.0003959118,0.0001228019,0.0001245446,0.002608571],"category_scores_gemma":[0.0000948279,0.0001624224,0.0000721223,0.0002581094,0.00005379791,0.001757763,0.00005156454,0.0001093059,0.0038042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001266815,"about_ca_system_score_gemma":0.00001734487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006533041,"about_ca_topic_score_gemma":0.0002529752,"domain_scores_codex":[0.9989943,0.000009547407,0.0002645863,0.0002114011,0.0003235799,0.0001965774],"domain_scores_gemma":[0.9990932,0.00002956261,0.0001955466,0.00009961507,0.0005764372,0.000005661105],"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":[0.00001604725,0.0001183662,0.02155088,0.0001025884,0.00001145102,0.000009980316,0.000004866575,0.002043777,0.0002624829,0.8885828,0.07319835,0.01409842],"study_design_scores_gemma":[0.0002856941,0.000003127934,0.2688166,0.000167039,0.00003855711,0.000006344223,0.000007303877,0.01740891,0.00003451821,0.04034188,0.6727281,0.0001619293],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2629058,0.0103869,0.02880874,0.3911519,0.02365825,0.0005265659,0.00004126469,0.0003443314,0.2821762],"genre_scores_gemma":[0.8979707,0.00002966314,0.0002697207,0.0009844537,0.007977361,0.00001358837,0.0004965038,0.00002259803,0.09223545],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8482409,"threshold_uncertainty_score":0.9983032,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000539933","doi":"10.3917/riges.333.0025","title":"La rémunération des dirigeants : mythes et recommandations","year":2008,"lang":"fr","type":"article","venue":"Gestion","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","authors":[{"name":"Sylvie St‐Onge","is_ca":false},{"name":"Michel Magnan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04251304532549274,"gpt":0.2382467331837418,"spread":0.195733687858249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003558564,0.0001467466,0.0001257665,0.00008401388,0.0004054334,0.0001418887,0.00009472524,0.000132667,0.0002849994],"category_scores_gemma":[0.0002384445,0.0001626467,0.00005387546,0.0003982808,0.000154551,0.002640372,0.00004188921,0.0001863235,0.001218745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005986767,"about_ca_system_score_gemma":0.00005175955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009750586,"about_ca_topic_score_gemma":0.0008880946,"domain_scores_codex":[0.9991757,0.00004945323,0.0002115557,0.000207931,0.0001526484,0.0002027134],"domain_scores_gemma":[0.9993153,0.00006830713,0.0002463204,0.0001661924,0.0001933078,0.0000105425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007366696,0.0003995975,0.5558634,0.0004356287,0.00003194815,0.00008940913,0.0009283017,0.001490258,0.0002396014,0.06258897,0.1040771,0.2737821],"study_design_scores_gemma":[0.0002200434,0.000008501235,0.5556791,0.0002995602,0.00002549986,0.00001645817,0.00002257226,0.0009013778,0.00001573598,0.002965005,0.4397179,0.0001282346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9364626,0.003534364,0.008567043,0.03259351,0.001262625,0.0002265539,0.00002454621,0.0001282045,0.01720059],"genre_scores_gemma":[0.9718037,0.004010753,0.0005105717,0.0006320879,0.0005699352,0.00001821092,0.0001032838,0.00002152003,0.02232995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3356408,"threshold_uncertainty_score":0.9995589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973823683","doi":"10.3917/riges.293.0020","title":"La gestion de la relève et le choc des générations","year":2004,"lang":"fr","type":"article","venue":"Gestion","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Michel Audet","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03633117734746787,"gpt":0.3803885086765866,"spread":0.3440573313291187,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001845316,0.0001781737,0.0002009039,0.00009041533,0.001269148,0.00006820736,0.0001007792,0.001101498,0.0001120494],"category_scores_gemma":[0.001417564,0.0002127012,0.00008890783,0.0002471003,0.0004140174,0.0004164534,0.0000475416,0.001356725,0.000356604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007181938,"about_ca_system_score_gemma":0.0009901209,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01237667,"about_ca_topic_score_gemma":0.003934059,"domain_scores_codex":[0.9960645,0.002692007,0.0003308887,0.0002579698,0.0001893732,0.0004652667],"domain_scores_gemma":[0.9982977,0.0009699675,0.00016258,0.0002008385,0.0001901205,0.0001788047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003594797,0.0004678402,0.01131668,0.0004604443,0.00004624516,0.00004588435,0.266481,0.002437687,0.0004870928,0.6520098,0.005048419,0.06116292],"study_design_scores_gemma":[0.002475342,0.0002120824,0.4820604,0.004222014,0.0002260514,0.00005347735,0.07307804,0.0002310726,0.000259785,0.3484878,0.08809701,0.0005968979],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8077667,0.006181526,0.03791271,0.0947003,0.001597002,0.0006443913,0.00004356369,0.0003959189,0.05075792],"genre_scores_gemma":[0.9823261,0.002830366,0.004644364,0.001213119,0.0006905142,0.00007718182,0.00008692968,0.00004436176,0.008087036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4707437,"threshold_uncertainty_score":0.9942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000977981","doi":"10.3917/riges.273.0091","title":"Comment gérer la logistique hospitalière? Deux pays, deux réalités","year":2002,"lang":"fr","type":"article","venue":"Gestion","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Martin Beaulieu","is_ca":false},{"name":"Sylvain Landry","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.133147710830955,"gpt":0.4262502312573425,"spread":0.2931025204263875,"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":[0.004568722,0.0003609025,0.0004783348,0.0001111836,0.0008268983,0.00007357717,0.0002242184,0.001513635,0.004415711],"category_scores_gemma":[0.002275329,0.0003490074,0.0001233615,0.000297966,0.0001261097,0.0004943777,0.0001215045,0.002177989,0.006099321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008118756,"about_ca_system_score_gemma":0.0002517139,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01084698,"about_ca_topic_score_gemma":0.001712127,"domain_scores_codex":[0.9877443,0.009241045,0.001071976,0.0005230734,0.000434146,0.000985452],"domain_scores_gemma":[0.9948989,0.003002915,0.0006063964,0.0006581376,0.0003216958,0.0005120069],"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":[0.00004008719,0.0004113932,0.0210355,0.002359899,0.00007475471,0.00014405,0.01761379,0.00003589127,0.00001640474,0.1075935,0.7208366,0.1298381],"study_design_scores_gemma":[0.0006031611,0.0002718616,0.0142758,0.00176411,0.00006949853,0.00005957059,0.003345961,0.001199462,0.00000683559,0.001068617,0.9769736,0.0003615296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02230188,0.02427039,0.002276965,0.9162588,0.007745208,0.001535166,0.0001452767,0.0002060899,0.02526025],"genre_scores_gemma":[0.9224334,0.009159545,0.002116826,0.01125981,0.00191072,0.0002385731,0.00006694453,0.00008019953,0.05273399],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.904999,"threshold_uncertainty_score":0.9998962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2547850284","doi":"10.3917/riges.413.0090","title":"Salles de pilotage : un nouveau mode de gestion de la performance","year":2016,"lang":"fr","type":"article","venue":"Gestion","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"HEC Montréal; Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Pilotage; Political science; Art","authors":[{"name":"Denis Lagacé","is_ca":true},{"name":"Sylvain Landry","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01830471181423558,"gpt":0.2833550380117033,"spread":0.2650503261974677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001824016,0.0001386285,0.0001254154,0.00002654728,0.0005755777,0.00008305476,0.000282841,0.0003600066,0.000232167],"category_scores_gemma":[0.0006403527,0.000118901,0.00006821365,0.000326754,0.0007389059,0.0005472429,0.00003711574,0.0001931329,0.0001446259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001216372,"about_ca_system_score_gemma":0.000608065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02674455,"about_ca_topic_score_gemma":0.003714912,"domain_scores_codex":[0.9979342,0.0005681016,0.0001694467,0.0002626799,0.0003719582,0.0006935876],"domain_scores_gemma":[0.9990188,0.0004364003,0.0001491002,0.0001246297,0.00005747332,0.0002135637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00004462204,0.0001482785,0.1438179,0.00003424827,0.00001362182,0.00001134874,0.02195577,0.001125944,0.006960315,0.1053082,0.005486012,0.7150937],"study_design_scores_gemma":[0.0004190957,0.00015269,0.8729439,0.0004675669,0.00004008841,0.0000158049,0.001165587,0.005777135,0.001022171,0.02152703,0.09612973,0.0003392265],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9107479,0.001093303,0.006901345,0.07484374,0.0006776823,0.0001112055,0.00001642582,0.00007831562,0.005530011],"genre_scores_gemma":[0.9718412,0.008233574,0.001658832,0.0002373043,0.0007860689,0.00001882548,8.756674e-7,0.00001244371,0.0172109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.729126,"threshold_uncertainty_score":0.9797364,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965533356","doi":"10.3917/riges.343.0066","title":"Accès à l'égalité et gestion de la diversité : une jonction indispensable","year":2009,"lang":"fr","type":"article","venue":"Gestion","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Marie-Thérèse Chicha","is_ca":false},{"name":"Éric Charest","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06658299067285321,"gpt":0.2991492591214261,"spread":0.2325662684485729,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002199386,0.0001489519,0.0001508644,0.00007569852,0.0007252343,0.0001405992,0.000181013,0.0005450448,0.000446065],"category_scores_gemma":[0.0002970895,0.0001852409,0.00009833094,0.0005594838,0.0002493802,0.001147251,0.00004584144,0.0004379103,0.0003932827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006162854,"about_ca_system_score_gemma":0.0001574833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01287301,"about_ca_topic_score_gemma":0.0006548688,"domain_scores_codex":[0.9973136,0.001427764,0.0001738285,0.000289309,0.0003922101,0.000403243],"domain_scores_gemma":[0.9992595,0.0001856235,0.0001345444,0.0001493645,0.0001012132,0.0001698058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001510102,0.0008072749,0.04929037,0.00007107919,0.00005873978,0.00003908515,0.06437904,0.003103128,0.0009945477,0.5948161,0.02945113,0.2568385],"study_design_scores_gemma":[0.0005042442,0.0001945998,0.8470412,0.0001043956,0.0001299894,0.000009972842,0.004810777,0.0005125345,0.000153839,0.03805289,0.1082199,0.0002655981],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.707017,0.0008427161,0.004050906,0.2071203,0.001626307,0.0002749022,0.00003258904,0.0001944757,0.07884087],"genre_scores_gemma":[0.9863647,0.001444316,0.0006306013,0.001001003,0.0003021413,0.000001284536,0.0000420298,0.00000532285,0.01020866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7977508,"threshold_uncertainty_score":0.9937003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2114298487","doi":"10.3917/riges.354.0036","title":"Le partage des rôles et des responsabilités à l'égard du pilotage des communautés de pratique","year":2010,"lang":"fr","type":"article","venue":"Gestion","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Francophone University Association; Department of National Defence; HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Francis Gosselin","is_ca":false},{"name":"Pierre‐Jean Barlatier","is_ca":false},{"name":"Patrick Cohendet","is_ca":true},{"name":"Patrick Dunlavey","is_ca":true},{"name":"Olivier Dupouët","is_ca":false},{"name":"Françoise Lampron","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03128418835149034,"gpt":0.2674892104666067,"spread":0.2362050221151164,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003285356,0.0002764766,0.0002130692,0.0002105147,0.0009688284,0.0006213945,0.0002938657,0.00030669,0.000505566],"category_scores_gemma":[0.002888389,0.0003057493,0.00007092935,0.0007460235,0.0005492113,0.003044669,0.0001626548,0.0006519247,0.0002670751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008455959,"about_ca_system_score_gemma":0.0002068993,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007306932,"about_ca_topic_score_gemma":0.02340982,"domain_scores_codex":[0.9983464,0.0002276444,0.0004107685,0.0003437282,0.0001847688,0.0004866351],"domain_scores_gemma":[0.9983216,0.0002760036,0.0002229605,0.0004897462,0.0006536259,0.00003605412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003034826,0.0006499547,0.3425739,0.002780644,0.00005636666,0.00001692643,0.00454358,0.0003427387,0.07976995,0.4755208,0.003136252,0.09030546],"study_design_scores_gemma":[0.0006006418,0.00007745598,0.6208454,0.0007141636,0.000102057,0.00003134813,0.001423732,0.001874614,0.005746976,0.1214626,0.2466397,0.0004812699],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9162287,0.001393296,0.00175156,0.07536503,0.0008675534,0.0003556661,0.000006425091,0.0002064706,0.003825326],"genre_scores_gemma":[0.9850048,0.0003770909,0.007233692,0.004254997,0.001239166,0.00005627045,0.0001437569,0.00005666597,0.001633562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3540581,"threshold_uncertainty_score":0.9999394,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2320458655","doi":"10.3917/riges.342.0010","title":"E-leadership","year":2009,"lang":"fr","type":"article","venue":"Gestion","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Art","authors":[{"name":"Éric Brunelle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06772289651448672,"gpt":0.3212736105241057,"spread":0.253550714009619,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002232804,0.0000977696,0.00008634484,0.00004814081,0.00005798539,0.00002295151,0.00008411522,0.0002560691,0.001488849],"category_scores_gemma":[0.00001671731,0.0001121991,0.00004251041,0.0001235063,0.00004273556,0.00008451158,0.000004409804,0.0002743633,0.003292183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005080452,"about_ca_system_score_gemma":0.0000150687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007675018,"about_ca_topic_score_gemma":0.00001565306,"domain_scores_codex":[0.999236,0.00008113349,0.0001300269,0.000172973,0.00007451874,0.0003053796],"domain_scores_gemma":[0.9996346,0.0000262809,0.00004717781,0.0002052965,0.00002294116,0.0000637107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003812675,0.0001503827,0.001719672,0.0000210382,0.000008696305,0.00001410547,0.001274099,0.00008686975,0.0001225837,0.13549,0.02664525,0.8344291],"study_design_scores_gemma":[0.0004773126,0.0004162289,0.5170122,0.0001272883,0.00002764299,0.00007377682,0.0002216501,0.004271645,0.00001369408,0.0047004,0.4724602,0.0001979861],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2326286,0.02186779,0.003986043,0.590282,0.01096332,0.0002543369,0.00003018028,0.0001680066,0.1398197],"genre_scores_gemma":[0.87103,0.0002080387,0.0003591881,0.002067509,0.0006289975,0.00000198431,0.00001993503,0.000007606258,0.1256768],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8342311,"threshold_uncertainty_score":0.9994239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974356926","doi":"10.3917/riges.302.0050","title":"Comment appréhender les comportements de mobilisation collective des salariés","year":2005,"lang":"fr","type":"article","venue":"Gestion","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Arnaud Bichon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0319808164299786,"gpt":0.2377996810839818,"spread":0.2058188646540032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005664559,0.0002300841,0.0001776548,0.000177869,0.0008206504,0.0002515046,0.000131262,0.0001161564,0.001781021],"category_scores_gemma":[0.0001720315,0.0002579782,0.00005844922,0.0005181973,0.0001546526,0.001110303,0.0001874259,0.0001391262,0.0004837139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006967732,"about_ca_system_score_gemma":0.00002861464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007019375,"about_ca_topic_score_gemma":0.0005881705,"domain_scores_codex":[0.9986829,0.00005048271,0.0003189491,0.0002843984,0.0003052216,0.0003580782],"domain_scores_gemma":[0.9992468,0.00006292277,0.0002184607,0.0001239622,0.0003274988,0.00002033016],"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":[0.00005805878,0.0008518571,0.5083061,0.0007688778,0.0003079756,0.000004725954,0.001304095,0.004926966,0.00007165402,0.1060896,0.2927516,0.08455849],"study_design_scores_gemma":[0.0008216763,0.00002145646,0.3681943,0.0002132373,0.0002599145,0.000001254029,0.001002782,0.014271,0.00005082152,0.009390675,0.6054617,0.0003111909],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1899952,0.04081749,0.1569854,0.5013051,0.003433531,0.003362172,0.00003389383,0.000754075,0.1033131],"genre_scores_gemma":[0.9708494,0.0005953117,0.004682704,0.003989026,0.00162324,0.00006024911,0.0002161117,0.00004159868,0.01794239],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7808542,"threshold_uncertainty_score":0.9999872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2058111649","doi":"10.3917/riges.312.0065","title":"Les interactions entre l'économie sociale et la responsabilité sociale des entreprises : illustration à travers la filière du commerce équitable","year":2006,"lang":"fr","type":"article","venue":"Gestion","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Molecular biology; Philosophy; Biology","authors":[{"name":"Benjamin Huybrechts","is_ca":false},{"name":"Sybille Mertens","is_ca":false},{"name":"Virginie Xhauflair","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03158709713737606,"gpt":0.2719571363861095,"spread":0.2403700392487334,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002634239,0.0003422041,0.000368992,0.0002093972,0.001021405,0.0009854673,0.0001644166,0.000390809,0.001413713],"category_scores_gemma":[0.003969405,0.0004343326,0.0002747349,0.000585938,0.0006199474,0.002579664,0.0001571827,0.0005185521,0.0002085665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009020768,"about_ca_system_score_gemma":0.0005191098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02204107,"about_ca_topic_score_gemma":0.0193714,"domain_scores_codex":[0.9971495,0.0006721,0.0008434213,0.0005518635,0.0002863101,0.0004968623],"domain_scores_gemma":[0.9963619,0.001818716,0.0008604525,0.0002735857,0.0006507109,0.00003463012],"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":[0.0002505398,0.0006083812,0.1037189,0.0003797285,0.00006069774,0.00003498058,0.0007357114,0.001555451,0.001524767,0.08359215,0.006152718,0.801386],"study_design_scores_gemma":[0.0006045863,0.00001743014,0.18722,0.0003086904,0.0002445739,0.00001701419,0.00395733,0.001331906,0.0001190488,0.02150471,0.784245,0.0004297185],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383352,0.0003296909,0.0009668477,0.02246411,0.0008220467,0.0005321648,0.00003260502,0.0002302124,0.03628706],"genre_scores_gemma":[0.7495974,0.00007259544,0.000512685,0.0001788273,0.001376649,0.00004052404,0.0002252156,0.00005251322,0.2479436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8009562,"threshold_uncertainty_score":0.9998109,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2044318288","doi":"10.3917/riges.272.0047","title":"La génération Internet : un nouveau profil d'employés","year":2002,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","authors":[{"name":"Guy Paré","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02635143244774784,"gpt":0.2134490210779867,"spread":0.1870975886302388,"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":[0.0004351117,0.0002310263,0.0001628536,0.0002317693,0.0001626674,0.0005102683,0.0001384859,0.0003778081,0.004043251],"category_scores_gemma":[0.0001832792,0.0002588926,0.0000547772,0.0009140426,0.0001011002,0.0030507,0.00006537947,0.0003501983,0.003549868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007339368,"about_ca_system_score_gemma":0.00001244602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003921015,"about_ca_topic_score_gemma":0.00004587836,"domain_scores_codex":[0.9987199,0.00005116906,0.0003816293,0.0003222291,0.0002252093,0.0002999117],"domain_scores_gemma":[0.9990689,0.00003347947,0.0002820426,0.0001896031,0.0004132998,0.00001270245],"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":[0.0000428836,0.0004481485,0.0204786,0.0007748886,0.00004670136,0.00002830802,0.0002330875,0.0002733693,0.0006220904,0.5409538,0.0614397,0.3746584],"study_design_scores_gemma":[0.0009183807,0.00003724833,0.1101596,0.0007223129,0.0001582929,0.00002688577,0.0001206323,0.07058731,0.0003762465,0.005015938,0.8113124,0.000564788],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5467707,0.009934202,0.02013018,0.2475753,0.01129524,0.001255387,0.00001280688,0.0009109174,0.1621153],"genre_scores_gemma":[0.9810717,0.0001770189,0.0003434741,0.000830022,0.001440935,0.00003069439,0.0001702782,0.00003753002,0.01589842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7498727,"threshold_uncertainty_score":0.9999864,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168920013","doi":"10.3917/riges.312.0055","title":"Codes de conduite et nouveaux mouvements socioéconomiques : la constitution d'un nouvel ordre de régulation à l'ère de la mondialisation","year":2006,"lang":"fr","type":"article","venue":"Gestion","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université du Québec à Montréal; Employment and Social Development Canada","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Corinne Gendron","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01887510718829109,"gpt":0.3049908418375338,"spread":0.2861157346492427,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002815459,0.0001859942,0.0001852838,0.00005011077,0.0007374063,0.0002891785,0.0001782574,0.0005646654,0.0001530355],"category_scores_gemma":[0.0003670751,0.0002210247,0.00009737569,0.0003329066,0.001166564,0.0008619986,0.00003019383,0.0002563912,0.00002949594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001454201,"about_ca_system_score_gemma":0.00128504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1458349,"about_ca_topic_score_gemma":0.01523148,"domain_scores_codex":[0.9972255,0.001305452,0.0003115528,0.0003087821,0.0003208244,0.0005278609],"domain_scores_gemma":[0.9988505,0.0004534627,0.0003557116,0.00010126,0.0001147627,0.00012425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001872177,0.0001377034,0.1199,0.0000227597,0.00001804655,0.000006374387,0.01781432,0.006775933,0.001829104,0.8339339,0.005422704,0.01412044],"study_design_scores_gemma":[0.0007444261,0.00006422464,0.6984146,0.0001986395,0.0001170921,0.00001127465,0.004832,0.007260903,0.001107746,0.1611751,0.1256465,0.0004274784],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9389001,0.0009837952,0.02449319,0.0169304,0.0006948482,0.0003186236,0.0001010777,0.000119018,0.01745891],"genre_scores_gemma":[0.9919142,0.000986896,0.002652914,0.0004735591,0.0006692343,0.00003677244,0.00007229891,0.00001183785,0.00318234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6727588,"threshold_uncertainty_score":0.9013125,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1963881851","doi":"10.3917/riges.382.0051","title":"Les voies d'avenir du magasin physique à l'heure du commerce connecté","year":2013,"lang":"fr","type":"article","venue":"Gestion","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Karine Picot-Coupey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02380732617082339,"gpt":0.2267652746162313,"spread":0.2029579484454079,"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":[0.0002632167,0.0003878572,0.0003650739,0.00016447,0.0005339629,0.0005821972,0.0002431552,0.0002100582,0.001674503],"category_scores_gemma":[0.0003775356,0.000408143,0.0001487872,0.0003498955,0.0002692559,0.001581912,0.0003403993,0.0003521582,0.004352816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001281401,"about_ca_system_score_gemma":0.00001963949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02200919,"about_ca_topic_score_gemma":0.004439252,"domain_scores_codex":[0.9984396,0.00007639673,0.0003586655,0.0004039824,0.0002502195,0.0004712131],"domain_scores_gemma":[0.9986018,0.0001422363,0.0002623702,0.0003194737,0.0006476581,0.00002649355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001132645,0.000149188,0.5784606,0.0003690569,0.00005527301,0.00001598459,0.0001871666,0.000008690927,0.000429082,0.01169049,0.03695492,0.3716682],"study_design_scores_gemma":[0.0003826391,0.00001378691,0.6800919,0.0002918763,0.0002543845,0.00001049378,0.0004664174,0.0006713556,0.00002162939,0.0003212546,0.3171237,0.0003504688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7589288,0.006879788,0.0001955456,0.2276064,0.001670282,0.0006006923,0.000007212552,0.0002394624,0.003871807],"genre_scores_gemma":[0.9830467,0.0006590355,0.0001479958,0.0005721054,0.0008138027,0.0001208909,0.00005918743,0.00006170286,0.01451862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3713177,"threshold_uncertainty_score":0.999837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079014176","doi":"10.3917/riges.354.0073","title":"Comment favoriser le partage des connaissances ? Le cas des communautés de pratique pilotées","year":2010,"lang":"fr","type":"article","venue":"Gestion","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Jean‐François Harvey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06567197888805582,"gpt":0.3298907946420542,"spread":0.2642188157539984,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001713813,0.0001705401,0.0001843526,0.00005340914,0.001738129,0.0002486718,0.0003280729,0.0001955019,0.0002616576],"category_scores_gemma":[0.0002951391,0.0001914988,0.00007011167,0.0002390338,0.001573631,0.000663253,0.0001296361,0.0004320088,0.0001439077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001762152,"about_ca_system_score_gemma":0.0001736883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02051894,"about_ca_topic_score_gemma":0.101158,"domain_scores_codex":[0.998428,0.0004470307,0.0002433134,0.0002239491,0.0001611232,0.0004965077],"domain_scores_gemma":[0.9992132,0.0002042343,0.0001139733,0.0002221184,0.00009951286,0.0001469625],"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":[0.0000123524,0.0003261302,0.1059063,0.0001558342,0.00003875478,0.000008226149,0.0490016,0.00006287023,0.001035044,0.7911979,0.00711316,0.04514179],"study_design_scores_gemma":[0.0006207417,0.0001480759,0.1968196,0.0004455286,0.00006781932,0.000004401375,0.01432088,0.002338347,0.003178547,0.115553,0.666016,0.0004870892],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8474344,0.005446637,0.006146951,0.08153436,0.002006463,0.000406643,0.000006590806,0.0001609659,0.05685697],"genre_scores_gemma":[0.9840198,0.0006925129,0.003087178,0.000308156,0.0003917669,0.00004786415,0.00001094183,0.00001768068,0.01142414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6756449,"threshold_uncertainty_score":0.9995615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2474505799","doi":"10.3917/riges.364.0011","title":"Comment mettre en œuvre l'intrapreneuriat ?","year":2011,"lang":"fr","type":"article","venue":"Gestion","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Mathematics; Art","authors":[{"name":"Véronique Bouchard","is_ca":false},{"name":"Alain Fayolle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02952427008870017,"gpt":0.225770630065419,"spread":0.1962463599767188,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003603076,0.0002402095,0.0002107263,0.0001054956,0.0002362009,0.0001445787,0.0002309732,0.0001466772,0.002301439],"category_scores_gemma":[0.0001966709,0.0002327362,0.0001083249,0.0002577776,0.000100575,0.00100078,0.0002110581,0.0001511811,0.001533515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005481854,"about_ca_system_score_gemma":0.00001057876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002740387,"about_ca_topic_score_gemma":0.0002070363,"domain_scores_codex":[0.9987091,0.00005360345,0.0002942476,0.0003414308,0.0002000749,0.0004015309],"domain_scores_gemma":[0.9993045,0.00008015494,0.000191316,0.0002609542,0.0001401771,0.00002292286],"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":[0.00009093915,0.0005607652,0.4880088,0.0007350909,0.0001917952,0.00004396298,0.001777772,0.00007460988,0.0001156366,0.1868139,0.123152,0.1984347],"study_design_scores_gemma":[0.0004170569,0.00005535963,0.1952079,0.0004488982,0.0003073018,0.000003830273,0.0005893281,0.00036319,0.0002224386,0.004769903,0.7972332,0.0003815989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3180208,0.03286765,0.0004654719,0.583656,0.01393468,0.0008818196,0.00002262474,0.000407009,0.04974395],"genre_scores_gemma":[0.9790477,0.00346601,0.001066763,0.01026144,0.002575044,0.00004635786,0.00004341701,0.00004358972,0.003449658],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6740811,"threshold_uncertainty_score":0.9992439,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082999222","doi":"10.3917/riges.354.0056","title":"Gérer des communautés de création : Ubisoft Montréal et les jeux vidéo","year":2010,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"David Grandadam","is_ca":true},{"name":"Laurent Simon","is_ca":true},{"name":"Jérémy Marchadier","is_ca":false},{"name":"Pierre‐Olivier Tremblay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02503931973729157,"gpt":0.2443774355656899,"spread":0.2193381158283984,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009903326,0.0002252232,0.0001582759,0.0002047113,0.0005582143,0.0005236104,0.0001652556,0.0004752099,0.0007562101],"category_scores_gemma":[0.0005168673,0.0002475057,0.00005799131,0.0006030825,0.000196169,0.003019528,0.00008163678,0.0007546477,0.0004502246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005996841,"about_ca_system_score_gemma":0.00004798146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005166501,"about_ca_topic_score_gemma":0.0039042,"domain_scores_codex":[0.9988436,0.0000518991,0.0003304629,0.0002300349,0.0001914366,0.0003526364],"domain_scores_gemma":[0.9987874,0.00006918755,0.0002437574,0.0002542757,0.0006282881,0.00001708098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00009800186,0.0002996319,0.08990683,0.0008675584,0.00003844037,0.00000980519,0.0003978254,0.002236413,0.02054151,0.5757595,0.01416634,0.2956782],"study_design_scores_gemma":[0.0005549212,0.00001940497,0.6305171,0.0003789888,0.0001055281,0.00001548602,0.0002426803,0.03236752,0.0003565873,0.01952617,0.3155526,0.0003630782],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8788521,0.002588379,0.02364035,0.07772458,0.002825549,0.0002943598,0.000006319291,0.0002576074,0.01381072],"genre_scores_gemma":[0.9898517,0.0002463127,0.002401509,0.001162622,0.001114398,0.00002521175,0.0002370198,0.00003769746,0.004923537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5562333,"threshold_uncertainty_score":0.9999977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970472011","doi":"10.3917/riges.393.0116","title":"La démarche Lean en santé et services sociaux au Québec : comment mesurer la maturité des établissements ?","year":2014,"lang":"fr","type":"article","venue":"Gestion","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Université du Québec à Trois-Rivières; HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Marie‐Hélène Jobin","is_ca":true},{"name":"Denis Lagacé","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02227541928455543,"gpt":0.2873664933852726,"spread":0.2650910741007171,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005180985,0.0003533782,0.0003164882,0.0002025054,0.0005071823,0.000757884,0.0004084126,0.0002919995,0.0005971899],"category_scores_gemma":[0.0002063256,0.0003669855,0.0001352433,0.00030572,0.000192023,0.001520254,0.0005139569,0.0004551418,0.0007862491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00043904,"about_ca_system_score_gemma":0.00009542476,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1202957,"about_ca_topic_score_gemma":0.0899812,"domain_scores_codex":[0.9973617,0.0007162104,0.0004406123,0.0004244341,0.0004901863,0.0005668286],"domain_scores_gemma":[0.9986776,0.0005291873,0.0002548889,0.0003458428,0.000148389,0.00004411436],"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":[0.0001458228,0.001413899,0.09829209,0.009705245,0.0004057756,0.00002943482,0.01003285,0.0007603682,0.000107476,0.3215886,0.069186,0.4883324],"study_design_scores_gemma":[0.0007748473,0.00002260492,0.1862772,0.0007450099,0.0002169861,0.000001951699,0.002224438,0.003559342,0.00000934765,0.006091788,0.7997331,0.0003433352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4820595,0.003308136,0.007591404,0.4280619,0.001785692,0.0009747137,0.00002975336,0.0004028151,0.07578614],"genre_scores_gemma":[0.9808628,0.0003229195,0.0005060951,0.009996084,0.0009470455,0.00004680932,0.00020671,0.00005287596,0.007058674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7305471,"threshold_uncertainty_score":0.9999918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965769582","doi":"10.3917/riges.273.0142","title":"Pourquoi est-il si difficile de faire ce qui est souhaitable?","year":2002,"lang":"fr","type":"article","venue":"Gestion","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"André‐Pierre Contandriopoulos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09004344135997265,"gpt":0.3931554460561406,"spread":0.3031120046961679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002823782,0.0003549772,0.0004699648,0.0001331976,0.001322253,0.00008020252,0.0002299339,0.001340973,0.008809429],"category_scores_gemma":[0.003668185,0.0003666317,0.0001172993,0.0004004792,0.0001001213,0.0006989643,0.00009607857,0.002097669,0.01114337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007115272,"about_ca_system_score_gemma":0.000616384,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01970646,"about_ca_topic_score_gemma":0.004017102,"domain_scores_codex":[0.9923681,0.004258249,0.0009312988,0.0005411946,0.0004434932,0.001457651],"domain_scores_gemma":[0.994569,0.003259305,0.0006050628,0.000592346,0.0002993905,0.0006749116],"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":[0.0001019538,0.0009420291,0.02725082,0.005386558,0.00008747329,0.0001903016,0.03980207,0.0007342986,0.0005944545,0.0307524,0.4076069,0.4865507],"study_design_scores_gemma":[0.0007648855,0.0003314257,0.01677864,0.002456113,0.0001006177,0.00009896098,0.01252673,0.0147669,0.00001853238,0.001136232,0.9505467,0.0004742473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3452635,0.02798809,0.001428585,0.5732327,0.008690613,0.001649719,0.0002755152,0.0004051664,0.04106619],"genre_scores_gemma":[0.8656873,0.002634624,0.001881955,0.001816236,0.002924341,0.0001165591,0.00003818859,0.00007900066,0.1248218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5714164,"threshold_uncertainty_score":0.9999779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986723819","doi":"10.3917/riges.351.0076","title":"Comment introduire le télétravail?","year":2010,"lang":"fr","type":"article","venue":"Gestion","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Michel Walrave","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02075429954097005,"gpt":0.2733775571997539,"spread":0.2526232576587839,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009083261,0.0001438776,0.0001542115,0.0000377264,0.0003824411,0.00006881859,0.0002543917,0.0003679241,0.0009931651],"category_scores_gemma":[0.0001890926,0.0001630489,0.00006111537,0.000231231,0.0006248442,0.0002781146,0.00005181704,0.0006037244,0.001059208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159276,"about_ca_system_score_gemma":0.0001407295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002270319,"about_ca_topic_score_gemma":0.006082738,"domain_scores_codex":[0.9985547,0.0002353413,0.000184706,0.0002886949,0.0003132445,0.0004233141],"domain_scores_gemma":[0.9992381,0.0001494525,0.00009538847,0.0002774686,0.00009039888,0.0001492107],"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":[0.00001748482,0.0004175359,0.02360577,0.00005544926,0.00003257656,0.000006458805,0.01467618,0.00003187971,0.002599613,0.4430672,0.2423431,0.2731468],"study_design_scores_gemma":[0.0002245654,0.00004779451,0.09351297,0.00006557629,0.00001800131,0.000003305531,0.002613977,0.00003949199,0.0001222423,0.004358022,0.8988057,0.0001883834],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3655156,0.003797535,0.0001438909,0.5941582,0.01061122,0.0002346142,0.000009276699,0.0001465692,0.02538314],"genre_scores_gemma":[0.9652973,0.002251625,0.001074493,0.0008601829,0.003070466,0.00002191852,0.00001336002,0.00002057737,0.02739003],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6564626,"threshold_uncertainty_score":0.9999201,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2028413362","doi":"10.3917/riges.353.0053","title":"La conciliation travail-famille : au-delà des mesures à offrir, une culture à mettre en place","year":2010,"lang":"fr","type":"article","venue":"Gestion","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Conciliation; Humanities; Political science; Sociology; Philosophy; Law","authors":[{"name":"Lise Chrétien","is_ca":true},{"name":"Isabelle Létourneau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01871821843651189,"gpt":0.2986538150336618,"spread":0.2799355965971499,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002185844,0.000305844,0.00030912,0.00006976618,0.0005856191,0.00009894092,0.0003487976,0.001087326,0.0003498959],"category_scores_gemma":[0.0009314478,0.0003040942,0.000126253,0.000629033,0.001182945,0.0005796989,0.00004982651,0.0009439705,0.0002942965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005722606,"about_ca_system_score_gemma":0.0003242923,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007870641,"about_ca_topic_score_gemma":0.07373448,"domain_scores_codex":[0.9968495,0.001147272,0.0003230855,0.0004780121,0.0006017797,0.0006004003],"domain_scores_gemma":[0.9984282,0.0005992568,0.000212367,0.0002904838,0.000255826,0.0002138773],"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":[0.0001035331,0.0004302755,0.06036289,0.0002850933,0.0001626437,0.00002298369,0.4386087,0.0008047336,0.01281908,0.08028481,0.04243338,0.3636819],"study_design_scores_gemma":[0.0005504002,0.0001064888,0.4696029,0.0002388726,0.0001199696,0.00001340434,0.04229274,0.0001121788,0.0002788424,0.003627678,0.4826362,0.0004203969],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9218639,0.008404357,0.0001670439,0.01504807,0.003150806,0.0003727176,0.00004983896,0.0002355153,0.05070782],"genre_scores_gemma":[0.9400802,0.005643161,0.001311756,0.0001059283,0.001469261,0.00003372013,0.00004233323,0.00003299436,0.05128068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4402027,"threshold_uncertainty_score":0.9999411,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2145839067","doi":"10.3917/riges.373.0043","title":"Le parcours de carrière des femmes cadres : pourquoi est-il si compliqué et comment le faciliter ?","year":2012,"lang":"fr","type":"article","venue":"Gestion","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Christine Naschberger","is_ca":false},{"name":"Camilla Quental","is_ca":false},{"name":"Céline Legrand","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1549065650763285,"gpt":0.3215799222932585,"spread":0.16667335721693,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001817385,0.0001504161,0.0001687178,0.0000354575,0.000837578,0.00008576288,0.0001951299,0.000209714,0.0001607419],"category_scores_gemma":[0.0001396991,0.0001724326,0.000101526,0.0001453316,0.000526386,0.0007191654,0.00008013502,0.0002424797,0.0001490258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002247656,"about_ca_system_score_gemma":0.0003228839,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0934336,"about_ca_topic_score_gemma":0.00713811,"domain_scores_codex":[0.9975176,0.001181429,0.0001722914,0.000192481,0.0002860986,0.0006501065],"domain_scores_gemma":[0.9991934,0.0001896706,0.0000867345,0.0001567094,0.00009371324,0.0002797245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000279393,0.0006597697,0.4420227,0.0001233115,0.0000587781,0.000003328081,0.1186285,0.0004046044,0.0002265794,0.4005746,0.02129817,0.01597163],"study_design_scores_gemma":[0.0004740501,0.00008683671,0.5269862,0.00009381215,0.00007409363,0.000006175715,0.07979871,0.0001195427,0.0004389744,0.01151435,0.3800482,0.0003590686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7660806,0.003067365,0.00184171,0.2204239,0.0006532443,0.0001772023,0.0001527907,0.00006216964,0.007541059],"genre_scores_gemma":[0.9932391,0.000243176,0.0008940886,0.001700055,0.00021256,0.000006535732,0.00004244074,0.000007291346,0.003654741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3890603,"threshold_uncertainty_score":0.9126033,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080382768","doi":"10.3917/riges.263.0045","title":"Les chemins vers la performance : l'approche relationnelle et la transformation des entreprises","year":2001,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","authors":[{"name":"Albert Lejeune","is_ca":false},{"name":"Lise Préfontaine","is_ca":false},{"name":"Line Ricard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02598830415499299,"gpt":0.2334705120022253,"spread":0.2074822078472323,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006813419,0.000190472,0.0001218328,0.000177433,0.0003732019,0.0003046695,0.00009018194,0.0003012337,0.0005333518],"category_scores_gemma":[0.0001404787,0.0002072523,0.00004827574,0.0008006749,0.000149427,0.004670552,0.00002206729,0.0002896578,0.000283866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000726107,"about_ca_system_score_gemma":0.00003467192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003299437,"about_ca_topic_score_gemma":0.00003495588,"domain_scores_codex":[0.9990306,0.00003968207,0.0003114987,0.0002066422,0.0001849891,0.0002266222],"domain_scores_gemma":[0.9992869,0.00007209781,0.000194713,0.0001199047,0.0003152187,0.00001120009],"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":[0.0001763553,0.0002912323,0.06594271,0.001633627,0.00003820241,0.000006593088,0.001588876,0.009259257,0.001039425,0.2768535,0.001450316,0.6417199],"study_design_scores_gemma":[0.0008752745,0.00001715548,0.361406,0.0009048304,0.0001188366,0.00003199629,0.0007824269,0.02335763,0.0004113375,0.002576515,0.6091642,0.0003537927],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7889215,0.000667084,0.01188569,0.01168621,0.0003914942,0.0002105907,0.000001972834,0.0001492494,0.1860862],"genre_scores_gemma":[0.9925616,0.001760046,0.0003989851,0.0001455106,0.0002891434,0.00002074074,0.0002467654,0.00002167732,0.004555487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6413661,"threshold_uncertainty_score":0.8451503,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2009176372","doi":"10.3917/riges.273.0023","title":"La recherche de réseaux de services intégrés : un appel à un renouveau de la gouverne","year":2002,"lang":"fr","type":"article","venue":"Gestion","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Lise Lamothe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09799492388946593,"gpt":0.3513659529143124,"spread":0.2533710290248464,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005659899,0.0001726975,0.0001715633,0.00002810566,0.0005696009,0.0001938686,0.0005015885,0.0009802829,0.0009070426],"category_scores_gemma":[0.001093143,0.0001871469,0.0001000835,0.0008970404,0.0006638769,0.000381879,0.00006906594,0.0007194066,0.0002038189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001775564,"about_ca_system_score_gemma":0.0003954871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08338805,"about_ca_topic_score_gemma":0.01245951,"domain_scores_codex":[0.9949954,0.003267599,0.0002130479,0.0003340762,0.0004406374,0.0007492127],"domain_scores_gemma":[0.9979556,0.001329914,0.000200251,0.0001643355,0.00006616802,0.0002837602],"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":[0.00001487717,0.0003192302,0.05203324,0.00008756224,0.00003358343,0.00005206784,0.1727015,0.0003228135,0.000593143,0.062498,0.01242079,0.6989232],"study_design_scores_gemma":[0.0005431741,0.0001234849,0.3575721,0.0004266562,0.0001157462,0.00004154505,0.02782203,0.01186834,0.0003335497,0.1650531,0.4355137,0.0005865035],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8049562,0.008283604,0.002316686,0.1121638,0.0009149622,0.0002151262,0.00002437466,0.0001639115,0.07096133],"genre_scores_gemma":[0.9635847,0.01147949,0.00796104,0.0009752409,0.000808672,0.00001885571,0.000002079489,0.00001867464,0.01515131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6983367,"threshold_uncertainty_score":0.993148,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064493458","doi":"10.3917/riges.291.0048","title":"Les universités traditionnelles : à l'heure des innovations pédagogiques?","year":2004,"lang":"fr","type":"article","venue":"Gestion","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Jean–Pierre Béchard","is_ca":true},{"name":"Patrick Pelletier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2332183861533796,"gpt":0.4124872565499806,"spread":0.179268870396601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001380451,0.0001348878,0.0001078559,0.0001507719,0.001564999,0.0001080296,0.0001898097,0.0002745159,0.00107327],"category_scores_gemma":[0.001211332,0.0001643277,0.0000620237,0.0007868222,0.0006537362,0.001602491,0.00002270071,0.000417982,0.000308177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008760918,"about_ca_system_score_gemma":0.0002998184,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01051637,"about_ca_topic_score_gemma":0.004952386,"domain_scores_codex":[0.9982014,0.0006828232,0.0002223687,0.0002379367,0.0004063895,0.0002491225],"domain_scores_gemma":[0.9989222,0.0003061206,0.000227764,0.000138482,0.0003143484,0.00009105478],"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":[0.000007696952,0.0001826284,0.0009426245,0.0000258573,0.00002600611,0.000005029766,0.02715297,0.0075172,0.0001048314,0.8526048,0.001305871,0.1101245],"study_design_scores_gemma":[0.00113807,0.0003327649,0.145472,0.0008184884,0.0003050037,0.00003158475,0.03731853,0.0003180614,0.0002837389,0.3105649,0.5027837,0.0006331122],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5296389,0.001881067,0.02511347,0.4208941,0.001188925,0.0002309587,0.00002298679,0.0002287152,0.02080093],"genre_scores_gemma":[0.9677212,0.001049437,0.01411079,0.0001965217,0.0004489784,0.000006462763,0.00004414318,0.00001428162,0.01640824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5420399,"threshold_uncertainty_score":0.9998399,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}