{"meta":{"query_hash":"889499a162f3","filters":{"venue":"Gestion et management public"},"cohort_total":14,"direct_labels_cover":0,"predictions_cover":14,"exported":14,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/889499a162f3","api":"https://metacan.xera.ac/api/v1/cohort?venue=Gestion+et+management+public"},"results":[{"id":"W2075403715","doi":"10.3917/gmp.031.0089","title":"Les politiques d'optimisation et d'austérité financières du Gouvernement du Canada de 2006 à 2012 : instruments, valeurs et idéologies","year":2014,"lang":"fr","type":"article","venue":"Gestion et management public","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.04054269756855387,"score_gpt":0.28547211229144975,"score_spread":0.24492941472289587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075403715","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16423239,0.0010320933,0.00678834,0.64973074,0.0032381958,0.0006181996,0.00010394462,0.00019578617,0.17406031],"genre_scores_gemma":[0.9525504,0.010893422,0.0012535611,0.00656461,0.0005717191,0.00008875957,0.00006051447,0.000019069746,0.027997945],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99583477,0.0012957866,0.0004051404,0.0005150346,0.001034093,0.0009152016],"domain_scores_gemma":[0.9986546,0.000241039,0.0004309125,0.00026367538,0.00017789195,0.00023185874],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0035293282,0.00029056054,0.00024230636,0.000099015306,0.0007021882,0.0005217677,0.0006609794,0.00020462146,0.0005129755],"category_scores_gemma":[0.0007264014,0.00030774582,0.00009037859,0.000585555,0.0003962494,0.0018472978,0.00028690245,0.0002747732,0.000026557642],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034774355,0.000092401315,0.025757102,0.00003734879,0.000029280509,0.000003740587,0.0015864525,0.0007677244,5.9423667e-7,0.6461746,0.27637815,0.04916912],"study_design_scores_gemma":[0.00022708123,0.000051450726,0.3372188,0.00005788422,0.000030661336,9.57459e-7,0.0035024218,0.0006478213,0.0000025045802,0.0052976287,0.6527216,0.00024121029],"about_ca_topic_score_codex":0.89462847,"about_ca_topic_score_gemma":0.899815,"teacher_disagreement_score":0.78831804,"about_ca_system_score_codex":0.0015834806,"about_ca_system_score_gemma":0.000877373,"threshold_uncertainty_score":0.9999375},"labels":[],"label_agreement":null},{"id":"W2160061273","doi":"10.3917/gmp.024.0005","title":"L'évolution de la représentation qu'ont les gestionnaires de santé de leur travail : les impacts de la réforme québécoise de 2003","year":2014,"lang":"fr","type":"article","venue":"Gestion et management public","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.020720105515985042,"score_gpt":0.31809309969137617,"score_spread":0.29737299417539115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160061273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79985327,0.0022326221,0.089406855,0.042830642,0.0007388722,0.0004816527,0.0000151181575,0.00027327472,0.06416771],"genre_scores_gemma":[0.977121,0.008687045,0.003162783,0.0011191091,0.00086746074,0.000086873224,0.0000128478905,0.000026560005,0.008916315],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99353033,0.003766151,0.00038022926,0.0004812632,0.0006749292,0.0011671077],"domain_scores_gemma":[0.998175,0.00057940866,0.0004118845,0.00024398288,0.00015388605,0.00043581636],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00995519,0.00026944492,0.00021344569,0.00016602434,0.0009811441,0.00077553507,0.00045164803,0.00047438068,0.000218],"category_scores_gemma":[0.0036016358,0.00029576017,0.00013214698,0.0010841849,0.0010747652,0.0011992245,0.000077108736,0.0004183022,0.00004206357],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023361443,0.00026589923,0.1792096,0.00011949361,0.0000490117,0.000015264135,0.019055983,0.0035029212,0.00016855236,0.42323303,0.04586896,0.32848793],"study_design_scores_gemma":[0.0004077343,0.00007185748,0.8131035,0.00017576724,0.00009058196,0.000016972243,0.0067458088,0.008644064,0.000017177243,0.01890371,0.15152656,0.00029627612],"about_ca_topic_score_codex":0.30269542,"about_ca_topic_score_gemma":0.07889308,"teacher_disagreement_score":0.6338939,"about_ca_system_score_codex":0.0027064977,"about_ca_system_score_gemma":0.0011849662,"threshold_uncertainty_score":0.99994946},"labels":[],"label_agreement":null},{"id":"W2487920233","doi":"10.3917/gmp.043.0075","title":"Légitimité et contestations fiscales : succès et échec de la réforme de la taxe de vente de 2009 dans les provinces canadiennes de l’Ontario et de la Colombie-Britannique","year":2016,"lang":"fr","type":"article","venue":"Gestion et management public","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.01514862134568615,"score_gpt":0.28792607268790066,"score_spread":0.2727774513422145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2487920233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59177583,0.0004904106,0.01944153,0.2660515,0.00014761905,0.0007528453,0.0011741023,0.00016375851,0.12000241],"genre_scores_gemma":[0.91304064,0.002566419,0.0033095758,0.009383281,0.00012826972,0.0003552865,0.000043301734,0.000041538384,0.071131684],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942816,0.0032410587,0.00035924677,0.00043299265,0.00032344795,0.0013616451],"domain_scores_gemma":[0.99656415,0.002090631,0.0003068875,0.0002627184,0.00009728482,0.0006783417],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0067841886,0.00031198564,0.00024780192,0.00021930282,0.0005596591,0.0007177121,0.00057411933,0.00043125587,0.00017294579],"category_scores_gemma":[0.0018566315,0.0003284284,0.00014245973,0.00041258946,0.001107375,0.0011194634,0.00010938262,0.00057014206,0.0000139865115],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000019374042,0.00020489756,0.083327025,0.00008435539,0.000096983036,0.00017367295,0.023206212,0.0004279458,0.000113180795,0.7716709,0.113102295,0.007573201],"study_design_scores_gemma":[0.0004606032,0.00005715544,0.3899427,0.00029265718,0.00007131631,0.00006121408,0.0015654146,0.00020706822,0.000025758998,0.028764162,0.57827306,0.00027889962],"about_ca_topic_score_codex":0.8883201,"about_ca_topic_score_gemma":0.9907098,"teacher_disagreement_score":0.7429067,"about_ca_system_score_codex":0.0059685423,"about_ca_system_score_gemma":0.006560996,"threshold_uncertainty_score":0.9999168},"labels":[],"label_agreement":null},{"id":"W2492116347","doi":"10.3917/gmp.043.0025","title":"Le financement des infrastructures municipales et les défis du fédéralisme fiscal canadien","year":2016,"lang":"fr","type":"article","venue":"Gestion et management public","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.035167658503605224,"score_gpt":0.27830214925915614,"score_spread":0.2431344907555509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2492116347","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17979419,0.002009296,0.0047459747,0.6644256,0.00205303,0.00045945356,0.000104203995,0.00012149405,0.14628677],"genre_scores_gemma":[0.9158849,0.009118102,0.00088475604,0.0013366934,0.0003600789,0.00006770233,0.000011425207,0.000016398473,0.0723199],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967118,0.00085912575,0.00033536772,0.0005018801,0.00071972876,0.0008721297],"domain_scores_gemma":[0.99884915,0.00022418011,0.00027751815,0.00027780797,0.00011144678,0.00025990847],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020911058,0.00024612047,0.00021571694,0.00011449688,0.0009951723,0.00035988746,0.00070935284,0.00021404997,0.0009889342],"category_scores_gemma":[0.00044284388,0.00020529005,0.00011877053,0.00077584945,0.0013988089,0.0016172066,0.00028922988,0.00017680156,0.00006925681],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004354521,0.00006186071,0.013384942,0.000025316744,0.000034950375,0.000010572708,0.003917633,0.00006923883,0.0000039317983,0.7962931,0.04913638,0.13705775],"study_design_scores_gemma":[0.0003101214,0.00005096777,0.30757272,0.00013086153,0.000021632972,0.000001208046,0.0026901197,0.000038423026,0.0000021939143,0.034172896,0.65477854,0.00023027783],"about_ca_topic_score_codex":0.1451809,"about_ca_topic_score_gemma":0.4685017,"teacher_disagreement_score":0.7621202,"about_ca_system_score_codex":0.0005576031,"about_ca_system_score_gemma":0.00030504892,"threshold_uncertainty_score":0.9999243},"labels":[],"label_agreement":null},{"id":"W2581253005","doi":"10.3917/gmp.044.0033","title":"Réformes de la politique autochtone au Canada : le jeu du blâme donne-t-il une cohérence au discours ?","year":2016,"lang":"fr","type":"article","venue":"Gestion et management public","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","score_opus":0.010573484003944542,"score_gpt":0.2310808118323312,"score_spread":0.22050732782838667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581253005","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018223928,0.00031341295,0.001853747,0.68501455,0.0017989078,0.0002839243,0.00015346833,0.00009056514,0.2922675],"genre_scores_gemma":[0.8370876,0.0022946086,0.0000818871,0.0017395898,0.000594155,0.00006254672,0.000019168276,0.000020525165,0.15809993],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970057,0.0006662441,0.00030141283,0.00040455538,0.0005937961,0.001028313],"domain_scores_gemma":[0.99853545,0.0002547075,0.00018559105,0.00031126256,0.00008465584,0.0006283035],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017038772,0.00020516489,0.00020309801,0.00048527858,0.0013079541,0.00059444434,0.0005285233,0.00020391693,0.0009146319],"category_scores_gemma":[0.00038422857,0.00022900928,0.00009262447,0.0008072329,0.0015814448,0.001323386,0.0001375064,0.00022542091,0.00010408169],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000031534028,0.00007919096,0.0015308588,0.00007302307,0.000045927987,0.000060637834,0.0019156971,0.00003845845,0.0000038551507,0.8227602,0.1524326,0.021056369],"study_design_scores_gemma":[0.00036331953,0.000020898357,0.095929526,0.00016843248,0.000048401667,0.0000057844136,0.0020769974,0.000026758762,0.0000013673697,0.0121872565,0.8889004,0.00027087276],"about_ca_topic_score_codex":0.9984657,"about_ca_topic_score_gemma":0.9997911,"teacher_disagreement_score":0.81886363,"about_ca_system_score_codex":0.010716982,"about_ca_system_score_gemma":0.015785921,"threshold_uncertainty_score":0.9999987},"labels":[],"label_agreement":null},{"id":"W2582370901","doi":"10.3917/gmp.044.0075","title":"Des conditions et enjeux de la politisation de l’administration publique au regard de l’ethos public : une étude comparée (Canada/Suisse) de l’expérience des cadres dirigeants","year":2016,"lang":"fr","type":"article","venue":"Gestion et management public","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Ethos; Humanities; Art; Law","score_opus":0.05662889014658473,"score_gpt":0.3499955624902585,"score_spread":0.29336667234367375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582370901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66958654,0.0004343602,0.031564947,0.25602546,0.00044574242,0.0004879057,0.0001171067,0.00018280593,0.041155145],"genre_scores_gemma":[0.98526347,0.0026693519,0.0024943661,0.002430486,0.0003244094,0.00019208963,0.00004205797,0.000026942787,0.006556801],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9936088,0.0026326915,0.0004893554,0.0005850796,0.0009557765,0.0017283149],"domain_scores_gemma":[0.99713606,0.0009126044,0.00046754855,0.00031563832,0.00036894198,0.0007992089],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0061984574,0.0003148753,0.0002545192,0.00017904701,0.001556412,0.0011891639,0.0008249633,0.00032541482,0.00029346827],"category_scores_gemma":[0.002757631,0.00030712003,0.00011426677,0.0015331203,0.0023506265,0.0031707329,0.0001516957,0.00032298933,0.000020632655],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000008821882,0.0002105692,0.1385076,0.00007725653,0.00004948548,0.00004004313,0.013886039,0.00009162168,0.0001201133,0.8183805,0.014501389,0.014126547],"study_design_scores_gemma":[0.00036334794,0.00006754794,0.77907276,0.0002696179,0.00004257783,0.00002721452,0.010057675,0.00020171284,0.000068597095,0.12916264,0.0803251,0.000341203],"about_ca_topic_score_codex":0.63387424,"about_ca_topic_score_gemma":0.87960577,"teacher_disagreement_score":0.68921787,"about_ca_system_score_codex":0.005804565,"about_ca_system_score_gemma":0.008678442,"threshold_uncertainty_score":0.9999381},"labels":[],"label_agreement":null},{"id":"W2782748428","doi":"10.3917/gmp.054.0009","title":"Looking for savings in local governments: what devices to what rationalities? More control or more steering?","year":2017,"lang":"fr","type":"article","venue":"Gestion et management public","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Political science; Humanities; Computer science; Philosophy","score_opus":0.07991582656759176,"score_gpt":0.40726881694554135,"score_spread":0.32735299037794957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782748428","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023445725,0.0006415339,0.028820936,0.93464756,0.0017503925,0.002562229,0.00008158425,0.00007273058,0.007977328],"genre_scores_gemma":[0.8967433,0.0013669733,0.00044011595,0.015082196,0.0005106028,0.0007875667,0.000060758255,0.000027088388,0.0849814],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964103,0.00033179842,0.00051129475,0.0005217442,0.0012742255,0.00095061254],"domain_scores_gemma":[0.998063,0.00044164478,0.00034940016,0.00051124697,0.0002374398,0.00039723038],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0033947125,0.0002710713,0.0002888214,0.00028070118,0.0011931164,0.010655161,0.0010844937,0.00022002228,0.0006117405],"category_scores_gemma":[0.0011979872,0.00027664087,0.00010403589,0.0003930291,0.0005841501,0.015265139,0.000327042,0.00026577187,0.00006619768],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013152258,0.000295395,0.0015609672,0.00037492282,0.00013981378,0.000025765397,0.0044854637,0.0009853329,0.0000031597735,0.7705104,0.010359316,0.21112795],"study_design_scores_gemma":[0.0018613361,0.0001338307,0.038003262,0.0012431041,0.000033232223,0.000001710717,0.071602546,0.0062647597,0.00000569961,0.0017336106,0.8787214,0.00039547583],"about_ca_topic_score_codex":0.0009916088,"about_ca_topic_score_gemma":0.006533405,"teacher_disagreement_score":0.9195653,"about_ca_system_score_codex":0.000881761,"about_ca_system_score_gemma":0.00043625303,"threshold_uncertainty_score":0.9999686},"labels":[],"label_agreement":null},{"id":"W3137350545","doi":"10.3917/gmp.091.0009","title":"Work and hardship in nursing homes… What if the solution could be “salutogenic” management?","year":2021,"lang":"fr","type":"preprint","venue":"Gestion et management public","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.08764195863375555,"score_gpt":0.39442270210901387,"score_spread":0.3067807434752583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137350545","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0776693,0.014819353,0.014268921,0.84221226,0.010036505,0.006669804,0.000019170617,0.00029329336,0.034011368],"genre_scores_gemma":[0.7558955,0.16860014,0.0044104406,0.045902807,0.0009964181,0.0014730366,0.0011227841,0.00015113606,0.021447765],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9864598,0.0072453558,0.0016182709,0.0015524918,0.0012777288,0.0018463745],"domain_scores_gemma":[0.99586713,0.0010440486,0.00073253876,0.0015498236,0.00029422838,0.0005122345],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.014824886,0.00073141407,0.00086993707,0.00057753216,0.0014817534,0.0009614533,0.0007497465,0.0021804173,0.0008256025],"category_scores_gemma":[0.0004430791,0.0006694619,0.0002590135,0.0017746607,0.00045860728,0.0014916172,0.0016175776,0.007483339,0.00009992564],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000712384,0.000767151,0.006961525,0.0068720817,0.00052947225,0.00015137217,0.043808,0.00048413404,0.0000010061412,0.25693107,0.11575683,0.5676661],"study_design_scores_gemma":[0.0022087558,0.00005843003,0.45986587,0.01652885,0.0004887631,0.0000058134087,0.13542546,0.0011680467,2.3934038e-7,0.004201794,0.37937313,0.0006748436],"about_ca_topic_score_codex":0.0002529697,"about_ca_topic_score_gemma":0.0003758239,"teacher_disagreement_score":0.7963095,"about_ca_system_score_codex":0.0018333858,"about_ca_system_score_gemma":0.0005938485,"threshold_uncertainty_score":0.9998182},"labels":[],"label_agreement":null},{"id":"W3202209363","doi":"10.3917/gmp.084.0006","title":"Public management facing the challenges of territorial attractiveness and institutional legitimacy","year":2021,"lang":"fr","type":"article","venue":"Gestion et management public","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Humanities; Public management; Art; Public administration","score_opus":0.14110275112989004,"score_gpt":0.28834456945701314,"score_spread":0.1472418183271231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202209363","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022659593,0.06467176,0.0025078799,0.34074858,0.008575416,0.00060180115,0.00002872758,0.00007275079,0.5805271],"genre_scores_gemma":[0.9195723,0.062169034,0.00044203943,0.00048158568,0.0013571018,0.000117320335,0.0000235813,0.000014003756,0.015823057],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971589,0.000773284,0.00034557068,0.00044978716,0.00079547806,0.0004770231],"domain_scores_gemma":[0.9988878,0.00021237729,0.0001934047,0.00023844193,0.00034735395,0.000120618824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015139981,0.00021726424,0.00026211608,0.00013592135,0.0010878533,0.00038470497,0.00029787247,0.00014836933,0.00018941527],"category_scores_gemma":[0.0002092588,0.0002038512,0.00011620729,0.0006521767,0.0011157142,0.0010765922,0.00048777318,0.00026513237,0.000021717733],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003916664,0.00023220539,0.00016910855,0.00026680416,0.0003878597,0.000028841596,0.002770174,0.000035536763,0.0000010882221,0.84084636,0.005036369,0.15022174],"study_design_scores_gemma":[0.0005583272,0.0000250806,0.031685133,0.00017016983,0.00011939475,0.0000027909305,0.011903083,0.000063125044,0.0000026983066,0.023988072,0.9312679,0.00021421391],"about_ca_topic_score_codex":0.0005333648,"about_ca_topic_score_gemma":0.0027877374,"teacher_disagreement_score":0.92623156,"about_ca_system_score_codex":0.00037161235,"about_ca_system_score_gemma":0.00014798678,"threshold_uncertainty_score":0.83669984},"labels":[],"label_agreement":null},{"id":"W3203367305","doi":"10.3917/gmp.091.0006","title":"Healthcare facilities and local authorities in search of new management and control methods","year":2021,"lang":"fr","type":"article","venue":"Gestion et management public","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Medicine","score_opus":0.20799067827119427,"score_gpt":0.4965949650075431,"score_spread":0.2886042867363488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203367305","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009206026,0.09610826,0.11596824,0.7521175,0.002399149,0.0027250303,0.00018586688,0.00008688685,0.02120303],"genre_scores_gemma":[0.74279195,0.04042922,0.027426638,0.002899119,0.00022682808,0.00018254762,0.000058314694,0.00004239009,0.18594296],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98320687,0.013611582,0.0011470484,0.0006565093,0.00049905316,0.0008789669],"domain_scores_gemma":[0.99667597,0.0017923748,0.0002844275,0.0004427321,0.00031038764,0.0004941135],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.010921804,0.0002885962,0.00064462755,0.000546682,0.0003341879,0.00014655107,0.00014112974,0.00047371205,0.0005961895],"category_scores_gemma":[0.000423129,0.00031402166,0.00005489319,0.0006577336,0.00023316166,0.00082203734,0.00046698874,0.0011682536,0.000023349381],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046132318,0.00007560796,0.006073074,0.018789455,0.00013635342,0.00007294251,0.0076139527,0.000024704805,0.0000012655521,0.46514943,0.004427198,0.4975899],"study_design_scores_gemma":[0.0020683338,0.00014974753,0.09478286,0.0020711557,0.000071831106,0.000016450018,0.12585919,0.0009733936,0.0000027314782,0.00630359,0.76745063,0.00025006686],"about_ca_topic_score_codex":0.010268866,"about_ca_topic_score_gemma":0.004797915,"teacher_disagreement_score":0.76302344,"about_ca_system_score_codex":0.0002697054,"about_ca_system_score_gemma":0.0005363328,"threshold_uncertainty_score":0.9999312},"labels":[],"label_agreement":null},{"id":"W3215478912","doi":"","title":"The funding of infrastructures and the challenges of the Canadian fiscal federalism","year":2016,"lang":"en","type":"article","venue":"Gestion et management public","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Competence (human resources); Public administration; Economics; Management","score_opus":0.029187340980893983,"score_gpt":0.2642052757301673,"score_spread":0.2350179347492733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215478912","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015014222,0.0004906854,0.000016171947,0.90713626,0.00020207645,0.00024823853,0.000032882443,0.0000067270516,0.07685272],"genre_scores_gemma":[0.99377316,0.0014128286,0.0000056802937,0.0011082604,0.000059914546,0.000011007245,1.6641653e-7,0.0000028075597,0.0036261976],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911886,0.00025931752,0.0001057376,0.00008073572,0.00023223458,0.00020311268],"domain_scores_gemma":[0.9993724,0.0002463752,0.00011070202,0.00017104422,0.00003082291,0.00006860973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011459959,0.000047005993,0.000058663263,0.00004198533,0.00071928016,0.00009756775,0.0003091039,0.000040021685,0.00002371944],"category_scores_gemma":[0.0004158727,0.000020055211,0.00003213269,0.00012600864,0.00071388786,0.00012607515,0.000059708174,0.00005744922,7.246533e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002586711,0.0000010768199,0.00051138434,0.000004999405,0.000014190573,1.2665924e-7,0.0016091076,0.0000012876353,8.298778e-7,0.95985097,0.014156022,0.023847444],"study_design_scores_gemma":[0.00023371576,0.0000034772356,0.34876683,0.000028328408,0.0000071972454,2.8990922e-7,0.00068399974,0.000003888657,0.0000024986653,0.057895906,0.5923376,0.000036237394],"about_ca_topic_score_codex":0.346269,"about_ca_topic_score_gemma":0.9585835,"teacher_disagreement_score":0.97875893,"about_ca_system_score_codex":0.00008332381,"about_ca_system_score_gemma":0.000115784496,"threshold_uncertainty_score":0.6580842},"labels":[],"label_agreement":null},{"id":"W4288069491","doi":"10.3917/gmp.094.0057","title":"Impact of Covid-19 Crisis on Local Public Policy Management: Issues and Solutions","year":2022,"lang":"fr","type":"article","venue":"Gestion et management public","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Pilotage; Political science; Humanities; Philosophy","score_opus":0.20011216067118484,"score_gpt":0.5028664704607395,"score_spread":0.30275430978955464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288069491","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027458635,0.0070769135,0.007947622,0.9311573,0.0018060136,0.0027043992,0.00063019164,0.00023601062,0.045695685],"genre_scores_gemma":[0.91887677,0.011903689,0.00046297433,0.015663244,0.00047702002,0.0008711779,0.00029840923,0.00007500603,0.05137173],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9837817,0.011468601,0.0012368528,0.000860471,0.0011196146,0.0015327896],"domain_scores_gemma":[0.9951851,0.0014964783,0.00096310274,0.0009886523,0.00023846781,0.0011282061],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011049488,0.0004453211,0.000563611,0.002243998,0.0029488946,0.00023232332,0.0005482063,0.00033435837,0.007507915],"category_scores_gemma":[0.0015033172,0.00046586225,0.00023012375,0.0024351538,0.00024417977,0.0012786225,0.0016231278,0.001625169,0.00027082174],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005453764,0.00054941885,0.0016297217,0.0025447458,0.00043167348,0.00004218944,0.0018862475,0.0009146863,2.4279578e-7,0.54635435,0.38395357,0.061638635],"study_design_scores_gemma":[0.0013424722,0.0007136162,0.028467383,0.00014049966,0.000128042,0.000021330876,0.019809904,0.00058896106,3.53588e-8,0.0059478777,0.94249326,0.00034661894],"about_ca_topic_score_codex":0.029344548,"about_ca_topic_score_gemma":0.00096696505,"teacher_disagreement_score":0.9161309,"about_ca_system_score_codex":0.0031999017,"about_ca_system_score_gemma":0.0013939751,"threshold_uncertainty_score":0.9997793},"labels":[],"label_agreement":null},{"id":"W4312197446","doi":"10.3917/gmp.102.0077","title":"The Basic Income Project in Gironde: An Experiment of “Externally Active Representative Bureaucracy” in the French Administration","year":2022,"lang":"fr","type":"article","venue":"Gestion et management public","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École Nationale d'Administration Publique","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.07587619670556825,"score_gpt":0.3536315062555614,"score_spread":0.27775530954999317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312197446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6398714,0.009721413,0.00019554202,0.1672434,0.0029107453,0.004848973,0.000071025264,0.00006357237,0.17507392],"genre_scores_gemma":[0.9871422,0.0014332748,0.00008686488,0.0002965767,0.00010497931,0.001064102,0.00003084054,0.0000091329675,0.009832037],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9940701,0.003665679,0.0004582828,0.00037162352,0.0010272376,0.00040707862],"domain_scores_gemma":[0.9988679,0.00040108233,0.00032484325,0.00029651172,0.0000710499,0.000038609338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003717143,0.00016850905,0.00019018553,0.00019811718,0.00092367927,0.00020488663,0.00070245774,0.000062055195,0.00017480848],"category_scores_gemma":[0.00017755393,0.00013416597,0.00007559979,0.0015595006,0.00045377587,0.00068192877,0.0003070322,0.0004616318,0.000003937807],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005268463,0.0011536261,0.0042962707,0.000030701514,0.00009421,0.000038284466,0.17469478,0.00028367146,0.0000044362123,0.77566516,0.0090906555,0.0345955],"study_design_scores_gemma":[0.0008607658,0.00064131065,0.43910316,0.00005101043,0.000038061415,0.000001479554,0.29854837,0.000474267,0.0000081446815,0.021063058,0.23893926,0.00027112445],"about_ca_topic_score_codex":0.021958495,"about_ca_topic_score_gemma":0.046759225,"teacher_disagreement_score":0.75460213,"about_ca_system_score_codex":0.0009209826,"about_ca_system_score_gemma":0.00021145161,"threshold_uncertainty_score":0.98455435},"labels":[],"label_agreement":null},{"id":"W4324355946","doi":"10.3917/gmp.104.0006","title":"Public services and their growing focus on stakeholder management","year":2023,"lang":"fr","type":"article","venue":"Gestion et management public","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.12621770706688276,"score_gpt":0.289051098432323,"score_spread":0.16283339136544026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324355946","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07615601,0.0016670459,0.0003358208,0.648678,0.0030263194,0.0008243095,0.00003369417,0.0004959127,0.26878288],"genre_scores_gemma":[0.90537477,0.011815649,0.0001225563,0.0034676671,0.00042253244,0.00011770838,0.000026380223,0.00002921798,0.07862355],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963135,0.00047365838,0.0003337896,0.0007866513,0.0009893327,0.0011030611],"domain_scores_gemma":[0.9988601,0.00016200698,0.00023052967,0.0003511292,0.00008140092,0.00031482635],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0028500212,0.00032133303,0.0002391328,0.00037148257,0.0010426145,0.0013297367,0.0006972783,0.00018790907,0.0003755827],"category_scores_gemma":[0.000040677493,0.00030301177,0.00010646259,0.0033215962,0.00039376816,0.0025426126,0.00051511714,0.00026481372,0.0006093332],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002682288,0.000078941055,0.0008477896,0.00013307502,0.000082808794,0.0000213594,0.002870467,0.000047923713,8.387402e-7,0.6745168,0.0181628,0.30323455],"study_design_scores_gemma":[0.00041961047,0.00006322505,0.086084165,0.00021094625,0.00003570774,6.5046703e-7,0.027344117,0.0007183269,0.0000015003606,0.045850128,0.8388948,0.00037684786],"about_ca_topic_score_codex":0.0019113049,"about_ca_topic_score_gemma":0.0034397726,"teacher_disagreement_score":0.82921875,"about_ca_system_score_codex":0.00025476725,"about_ca_system_score_gemma":0.0000447241,"threshold_uncertainty_score":0.9999422},"labels":[],"label_agreement":null}]}