{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":24,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":24,"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":"01b61a1d69cc","filters":{"venue":"Public Money & Management"}},"results":[{"id":"W2945740855","doi":"10.1080/09540962.2019.1592903","title":"How far have we come with co-production—and what’s next?","year":2019,"lang":"en","type":"article","venue":"Public Money & Management","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":73,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for International Governance Innovation","funders":"","keywords":"Production (economics); Business; Process management; Operations management; Economics; Microeconomics","authors":[{"name":"Tony Bovaird","is_ca":false},{"name":"Sophie Flemig","is_ca":false},{"name":"Elke Loeffler","is_ca":true},{"name":"Stephen P. Osborne","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03037198510957687,"gpt":0.2188372917928512,"spread":0.1884653066832744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02410457,0.001423137,0.001196794,0.001612444,0.01448452,0.0431928,0.00327272,0.01543914,0.05458631],"category_scores_gemma":[0.04510437,0.0005397502,0.001461713,0.002425282,0.01547457,0.05666757,0.01501101,0.02781881,0.02051864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007336226,"about_ca_system_score_gemma":0.01288895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006289443,"about_ca_topic_score_gemma":0.007233254,"domain_scores_codex":[0.9810053,0.007547218,0.0005427401,0.001741335,0.004577076,0.004586249],"domain_scores_gemma":[0.9513512,0.01068732,0.002502782,0.002987581,0.0119724,0.02049875],"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":[0.0001471402,0.0001318069,0.001395035,0.0006345801,0.00003690365,0.0003280058,0.004749419,0.0001276735,0.000373097,0.1654424,0.7103902,0.1162438],"study_design_scores_gemma":[0.00001181092,0.00005946946,0.0004994717,0.0007223421,0.000008957916,0.0001618033,0.008226507,0.00007502438,0.0002478891,0.02668032,0.9632524,0.00005380801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001807532,0.02357723,0.002831763,0.9002838,0.04340706,0.00002975776,0.00009707316,0.0001977486,0.02776808],"genre_scores_gemma":[0.1384794,0.06800909,0.01581088,0.5729122,0.05933302,0.000317326,0.0006808118,0.001674584,0.1427828],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05458631,"threshold_uncertainty_score":0.1826094,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2936030995","doi":"10.1080/09540962.2019.1592905","title":"Co-commissioning of public services and outcomes in the UK: Bringing co-production into the strategic commissioning cycle","year":2019,"lang":"en","type":"article","venue":"Public Money & Management","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for International Governance Innovation","funders":"","keywords":"Project commissioning; Business; Production (economics); Public sector; Public relations; Process (computing); Quality (philosophy); Publishing; Process management; Political science; Computer science; Economics","authors":[{"name":"Elke Loeffler","is_ca":true},{"name":"Tony Bovaird","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07239188372886102,"gpt":0.361811856275913,"spread":0.289419972547052,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1079304,0.0007534741,0.001148104,0.005978697,0.009948439,0.02555078,0.002415638,0.00445602,0.007377668],"category_scores_gemma":[0.1884783,0.0009795825,0.000904879,0.006305936,0.01453164,0.01432277,0.02742599,0.006986053,0.001347741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03046545,"about_ca_system_score_gemma":0.09943682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02556294,"about_ca_topic_score_gemma":0.03595383,"domain_scores_codex":[0.8317536,0.1289993,0.00609316,0.005041637,0.0169476,0.01116476],"domain_scores_gemma":[0.7393211,0.1575693,0.02195203,0.02677071,0.02833657,0.0260503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004400951,0.0006405179,0.037937,0.00202449,0.0002691295,0.002482118,0.1131921,0.008171013,0.001469726,0.2621278,0.04898858,0.5222576],"study_design_scores_gemma":[0.0002246964,0.0008609811,0.04625197,0.004147221,0.0002093271,0.00125443,0.1548401,0.01268354,0.003465785,0.4253829,0.3501314,0.000547507],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3234931,0.007928438,0.1629758,0.2245711,0.002301788,0.004146365,0.0005772901,0.00113945,0.2728668],"genre_scores_gemma":[0.9630796,0.001142642,0.0277635,0.001990044,0.0001982892,0.0004763319,0.0001606404,0.0001821244,0.005006798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1079304,"threshold_uncertainty_score":0.5707973,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2075532863","doi":"10.1080/09540962.2012.676276","title":"Empowerment or abandonment? Prospects for neighbourhood revitalization under the big society","year":2012,"lang":"en","type":"article","venue":"Public Money & Management","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Government of the United Kingdom; University of Guelph","keywords":"Big Society; Abandonment (legal); Neighbourhood (mathematics); Dilemma; Sociology; Corporate governance; Empowerment; Public administration; Government (linguistics); Political science; Management; Law; Politics; Economics","authors":[{"name":"Jonathan S. Davies","is_ca":false},{"name":"Madeleine Pill","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04754789391196315,"gpt":0.2373779275395837,"spread":0.1898300336276206,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004924534,0.0001573128,0.0003117022,0.00050002,0.00407007,0.006241492,0.001243773,0.002298646,0.01157147],"category_scores_gemma":[0.00544352,0.0001324504,0.0002621718,0.00055704,0.01039669,0.006968522,0.008405943,0.002571523,0.0006424424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002904164,"about_ca_system_score_gemma":0.007011819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007708811,"about_ca_topic_score_gemma":0.02036155,"domain_scores_codex":[0.9965081,0.001412219,0.00004622583,0.0002025818,0.0002720504,0.001558901],"domain_scores_gemma":[0.9952717,0.0006157447,0.0005653912,0.0003033718,0.0003174949,0.002926347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001658957,0.0002968426,0.02679745,0.0002092845,0.00001701953,0.0009757961,0.07161351,0.0004026395,0.0005490937,0.7666358,0.0340405,0.09829618],"study_design_scores_gemma":[0.0000538563,0.0003424284,0.05367653,0.0006776198,0.00001206232,0.0004445849,0.3256353,0.000791808,0.0004565368,0.1082532,0.5095911,0.00006503574],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6593338,0.002633724,0.00137196,0.1910489,0.0005217244,0.00007095596,0.0000762187,0.00003391044,0.1449088],"genre_scores_gemma":[0.9835026,0.0007607006,0.00020109,0.002995311,0.0001305063,0.0000271493,0.00002077024,0.00001128742,0.01235066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01157147,"threshold_uncertainty_score":0.03871042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2312554119","doi":"10.1111/1467-9302.00255","title":"Adapting the Westminster Model: Provincial and Territorial Cabinets in Canada","year":2001,"lang":"en","type":"article","venue":"Public Money & Management","topic":"Political Systems and Governance","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Cabinet (room); Politics; Public administration; Political science; Government (linguistics); Law; Geography","authors":[{"name":"Graham White","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02051542685016026,"gpt":0.2401624251390343,"spread":0.219646998288874,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001650327,0.0002105533,0.0002684017,0.001522003,0.01436688,0.01037474,0.001302239,0.001366619,0.006812983],"category_scores_gemma":[0.005133251,0.0003254154,0.0002471247,0.002900757,0.005687781,0.002010622,0.002477307,0.001772212,0.000438258],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1343535,"about_ca_system_score_gemma":0.1320949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9937348,"about_ca_topic_score_gemma":0.9976089,"domain_scores_codex":[0.9955292,0.000754325,0.00006830299,0.000292342,0.001029374,0.002326404],"domain_scores_gemma":[0.9976383,0.000329201,0.0001149662,0.0001015549,0.0009867246,0.0008291327],"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":[0.00008021701,0.00002870306,0.01150986,0.00006192167,0.00001333922,0.0006987877,0.03449489,0.003446925,0.0003742098,0.8885696,0.02539695,0.03532457],"study_design_scores_gemma":[0.00004828877,0.00004791623,0.03998099,0.0002686185,0.00004595788,0.0003659746,0.112284,0.0106852,0.0004714826,0.04737993,0.7882713,0.0001503515],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.338114,0.003442746,0.005406435,0.02698944,0.0002896634,0.0001629552,0.0004121932,0.0001164173,0.6250662],"genre_scores_gemma":[0.9525393,0.001048539,0.001788872,0.000865111,0.00001741193,0.00002656132,0.00009238508,0.00003490301,0.04358704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8656465,"threshold_uncertainty_score":0.9748078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1559011242","doi":"10.1080/09540962.2014.854987","title":"New development: Financial reform and good governance","year":2013,"lang":"en","type":"article","venue":"Public Money & Management","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Accountability; Corporate governance; Public sector; Government (linguistics); Public administration; Legislation; Private sector; Autonomy; Business; Public service; New public management; Finance; Private finance initiative; Accounting; Economics; Political science; Economic growth; Law; Economy","authors":[{"name":"Pat Barrett","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01913189399680282,"gpt":0.1849310476255896,"spread":0.1657991536287868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01434435,0.0003500069,0.0005543398,0.001071528,0.003932659,0.01111399,0.0008959211,0.004177344,0.005550602],"category_scores_gemma":[0.01930284,0.0002832623,0.0002632338,0.001325955,0.02387989,0.01097026,0.006142358,0.006944956,0.0007013946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01340314,"about_ca_system_score_gemma":0.0162757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0150107,"about_ca_topic_score_gemma":0.01691727,"domain_scores_codex":[0.987143,0.007122505,0.0004258907,0.001081394,0.002352893,0.001874337],"domain_scores_gemma":[0.9911298,0.002623601,0.001284688,0.001065574,0.001658138,0.002238259],"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":[0.000007174225,0.0000316915,0.000554133,0.00008326577,0.000006909024,0.00006039221,0.001327518,0.0003515111,0.00004394637,0.953707,0.02196133,0.02186516],"study_design_scores_gemma":[0.00002133517,0.00003297977,0.002053255,0.0003782185,0.000003971075,0.00005905539,0.001053169,0.000453047,0.0001137239,0.6465655,0.3492486,0.00001718008],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01933495,0.02357,0.01700636,0.6049068,0.001837981,0.0002118777,0.0001205251,0.0001244641,0.332887],"genre_scores_gemma":[0.8314856,0.01736783,0.01224243,0.06126527,0.002632782,0.0002981304,0.0001487276,0.00008369525,0.07447549],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0150107,"threshold_uncertainty_score":0.097247,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134676954","doi":"10.1111/j.1467-9302.2008.00655.x","title":"Executive Succession in English Local Government","year":2008,"lang":"en","type":"article","venue":"Public Money & Management","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute on Governance","funders":"Economic and Social Research Council","keywords":"Ecological succession; Order (exchange); Local government; Government (linguistics); Business; Public administration; Accounting; Management; Public relations; Political science; Economics; Linguistics; Finance","authors":[{"name":"George A. Boyne","is_ca":false},{"name":"Oliver James","is_ca":false},{"name":"Peter John","is_ca":true},{"name":"Nicolai Petrovsky","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01684805673475899,"gpt":0.1934010007017179,"spread":0.1765529439669589,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002904125,0.0001075006,0.0002861071,0.002061467,0.002090584,0.001661216,0.0003236311,0.0003676994,0.003444619],"category_scores_gemma":[0.01100987,0.0002098031,0.0001383827,0.001894861,0.001440777,0.0009764652,0.001850171,0.0007635615,0.0003978283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002617711,"about_ca_system_score_gemma":0.002115196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05553465,"about_ca_topic_score_gemma":0.1151166,"domain_scores_codex":[0.9977718,0.0008571714,0.0001421651,0.0001260457,0.0003802881,0.0007225766],"domain_scores_gemma":[0.9864404,0.002632312,0.005447858,0.0002559285,0.002819173,0.002404431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001678981,0.0002116078,0.9514911,0.00006111416,0.00001020319,0.0005632251,0.03945692,0.00009087817,0.0001641749,0.0005482804,0.0006853185,0.006549244],"study_design_scores_gemma":[0.000008519235,0.0001276797,0.9454325,0.00005043782,0.000005082868,0.0002131142,0.05189881,0.0001337346,0.00008586981,0.0001037563,0.001930297,0.00001023891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983833,0.00009303345,0.00001602037,0.0001052164,0.000004014434,0.000004298533,0.00002232053,7.71111e-7,0.001371076],"genre_scores_gemma":[0.9986268,0.00006931792,0.00001610474,0.00004573197,0.000005128543,0.000004770468,0.00003506793,8.836522e-7,0.001196204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05553465,"threshold_uncertainty_score":0.1104228,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4304782732","doi":"10.1080/09540962.2022.2106680","title":"New development: The development of standardized charts of accounts in public sector accounting","year":2022,"lang":"en","type":"article","venue":"Public Money & Management","topic":"Local Government Finance and Decentralization","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"Universidade do Minho","keywords":"Comparability; Harmonization; Accounting; Public sector; Business; National accounts; Government (linguistics); Economics","authors":[{"name":"Susana Jorge","is_ca":false},{"name":"Giovanna Dabbicco","is_ca":false},{"name":"Caroline Aggestam Pontoppidan","is_ca":false},{"name":"Diana Vaz de Lima","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03589172715143595,"gpt":0.2622483572819352,"spread":0.2263566301304992,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03848359,0.0009824042,0.0005990586,0.008722992,0.0009207469,0.007666187,0.001839292,0.0007456846,0.004444485],"category_scores_gemma":[0.105199,0.0005683015,0.0007648895,0.01390157,0.002422378,0.0101031,0.0028931,0.002013347,0.001579185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003130471,"about_ca_system_score_gemma":0.008614738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009794854,"about_ca_topic_score_gemma":0.00593394,"domain_scores_codex":[0.9652532,0.02009948,0.003803633,0.001722279,0.00855587,0.00056563],"domain_scores_gemma":[0.9059556,0.03000992,0.01071745,0.01886524,0.03299759,0.001454216],"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":[0.0001437073,0.000112938,0.02125118,0.000816008,0.00005847305,0.00008515636,0.001444607,0.008421167,0.001091429,0.2250405,0.0272882,0.7142466],"study_design_scores_gemma":[0.00009949223,0.0005096602,0.05100928,0.002776636,0.000153077,0.0006784496,0.002576814,0.06424367,0.01195362,0.1432917,0.7223349,0.0003727778],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03137129,0.006645206,0.9022312,0.004123555,0.002595524,0.002484391,0.006104894,0.006355566,0.03808834],"genre_scores_gemma":[0.1874863,0.005217779,0.7909419,0.0003146638,0.0008179162,0.001818109,0.005926643,0.0007886866,0.006687984],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03848359,"threshold_uncertainty_score":0.2035231,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3153160000","doi":"10.1080/09540962.2021.1905267","title":"Towards collaborative infrastructure procurement","year":2021,"lang":"en","type":"article","venue":"Public Money & Management","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Procurement; Business; Work (physics); Critical infrastructure; Private sector; Finance; Economic growth; Marketing; Economics; Engineering; Political science","authors":[{"name":"Jonas Spohr","is_ca":false},{"name":"Kim Wikström","is_ca":false},{"name":"Kent Eriksson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02304859918975612,"gpt":0.2453998305325097,"spread":0.2223512313427535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02473502,0.0008269129,0.0005585284,0.002030954,0.005436596,0.01619816,0.003197645,0.007722626,0.01634058],"category_scores_gemma":[0.03010253,0.0008763457,0.001248988,0.003007044,0.008611512,0.01947245,0.02394543,0.006497497,0.005369038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003931265,"about_ca_system_score_gemma":0.0123737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002136918,"about_ca_topic_score_gemma":0.002880113,"domain_scores_codex":[0.9737568,0.01561252,0.001090016,0.002433758,0.005037706,0.002069239],"domain_scores_gemma":[0.9744669,0.009364164,0.001560398,0.007587371,0.003581363,0.003439708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000272723,0.000140451,0.001245774,0.0002632453,0.00002768505,0.0003062502,0.006846796,0.003769894,0.0008018216,0.9010084,0.01110421,0.07445809],"study_design_scores_gemma":[0.00002520869,0.00005893346,0.0006363946,0.0003167625,0.00001178471,0.0003131717,0.007664049,0.00817394,0.0008773151,0.6873136,0.2945765,0.00003246326],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03140148,0.002310786,0.6114727,0.04275705,0.0009388879,0.0004327734,0.00008975876,0.0007387506,0.3098578],"genre_scores_gemma":[0.4794253,0.002990477,0.4626792,0.003519794,0.0003488662,0.0006993156,0.000324153,0.0002581439,0.04975482],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02473502,"threshold_uncertainty_score":0.1308128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390831477","doi":"10.1080/09540962.2023.2297741","title":"From demand-side to supply-side regulation of government consultants: Recent trends in three OECD countries","year":2024,"lang":"en","type":"article","venue":"Public Money & Management","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Chiropractic Association; Simon Fraser University","funders":"","keywords":"Transparency (behavior); Government (linguistics); Demand side; Legislature; Supply side; Certification; Business; Purchasing; Quality (philosophy); Public interest; Control (management); Economics; Marketing; Political science; Management; Law; Commerce","authors":[{"name":"Sahar Zaman","is_ca":true},{"name":"Michael Howlett","is_ca":true},{"name":"Andrea Migone","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0243423117981034,"gpt":0.2459227303091371,"spread":0.2215804185110337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006663617,0.0002834552,0.0004004041,0.004242437,0.001335679,0.004797798,0.0007793858,0.001434059,0.002640328],"category_scores_gemma":[0.01251929,0.0002371801,0.0003988208,0.01220422,0.003815474,0.001508689,0.001983337,0.001489612,0.0004243681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01292704,"about_ca_system_score_gemma":0.01264562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1317378,"about_ca_topic_score_gemma":0.09809232,"domain_scores_codex":[0.9957544,0.0007731506,0.0004256419,0.0004532561,0.001566617,0.001026915],"domain_scores_gemma":[0.9704059,0.007626855,0.007320531,0.000937418,0.01113943,0.002569878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005578453,0.0002049311,0.5368327,0.001580799,0.00008807651,0.001824544,0.01865275,0.001814396,0.001701803,0.07575008,0.02767712,0.3333149],"study_design_scores_gemma":[0.0000290019,0.0001369403,0.6860324,0.00117299,0.00006502703,0.0009557139,0.02663674,0.0004590105,0.001589463,0.001728227,0.281105,0.00008958262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7529314,0.04720429,0.001558139,0.05280226,0.0004340028,0.0001007351,0.002075294,0.0002109197,0.1426829],"genre_scores_gemma":[0.9665019,0.01946304,0.0009878994,0.005486189,0.000180302,0.00005294346,0.0006897623,0.00004206064,0.006595836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1317378,"threshold_uncertainty_score":0.2619419,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2046357452","doi":"10.1111/j.1467-9302.2005.00483.x","title":"Crime Reduction: A Quarter Century Review","year":2005,"lang":"en","type":"article","venue":"Public Money & Management","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Crime prevention; Quarter (Canadian coin); Situational ethics; Statutory law; Criminology; Crime control; Face (sociological concept); Fear of crime; Violent crime; Cultural criminology; Political science; Public relations; Sociology; Criminal justice; Law; History; Social science","authors":[{"name":"Nick Tilley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0479569221813711,"gpt":0.3462154917482179,"spread":0.2982585695668468,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002193672,0.0009865491,0.002528475,0.003885502,0.000512036,0.00258886,0.001477212,0.002802642,0.01090488],"category_scores_gemma":[0.00627431,0.0004550109,0.0008106584,0.005866123,0.001004133,0.002958028,0.001086682,0.001842834,0.002346302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001643722,"about_ca_system_score_gemma":0.004111483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004601868,"about_ca_topic_score_gemma":0.00722608,"domain_scores_codex":[0.9987923,0.0004367898,0.0001985205,0.0001431535,0.0003614576,0.0000678186],"domain_scores_gemma":[0.9956772,0.002600339,0.0003424883,0.0001010453,0.001089924,0.0001890966],"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":[0.0000976288,0.00009836721,0.0002979182,0.0227436,0.0001529714,0.0001225549,0.0001118789,0.0002497417,0.0001041682,0.002541967,0.0561244,0.9173548],"study_design_scores_gemma":[0.00004628909,0.0001386838,0.001660391,0.03908271,0.0003305743,0.0007327111,0.0002348386,0.0001290673,0.0001406119,0.002886571,0.9545972,0.00002035857],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006000954,0.9973689,0.00006390292,0.001238411,0.0004484084,0.000006135964,0.00001227404,0.000003223878,0.0007986955],"genre_scores_gemma":[0.0005642145,0.997807,0.0001215285,0.0006805755,0.000394334,0.00001181073,0.00001603583,0.000001582723,0.0004030237],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01090488,"threshold_uncertainty_score":0.03648043,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2766089728","doi":"10.1080/09540962.2017.1389534","title":"<i>New development</i>: 4P recommendations for implementing change, from research in hospitals","year":2017,"lang":"en","type":"article","venue":"Public Money & Management","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Australian Research Council; Economic and Social Research Council","keywords":"Sustainability; Lean manufacturing; Business; Organizational change; Process (computing); Process management; Change management (ITSM); Lean project management; Public relations; Operations management; Political science; Marketing; Engineering; Computer science","authors":[{"name":"Sandra G. Leggat","is_ca":false},{"name":"Pauline Stanton","is_ca":false},{"name":"Greg J. Bamber","is_ca":false},{"name":"Timothy Bartram","is_ca":false},{"name":"Richard Gough","is_ca":false},{"name":"Ruth Ballardie","is_ca":false},{"name":"Kathy GermAnn","is_ca":false},{"name":"Amrik S. Sohal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6136601016277073,"gpt":0.5827874967510335,"spread":0.03087260487667387,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03609813,0.001640375,0.0007744336,0.003421618,0.004032803,0.01044564,0.004180564,0.01401483,0.01333865],"category_scores_gemma":[0.1056378,0.0008925514,0.002328975,0.00323911,0.00534281,0.009410376,0.006600966,0.01271802,0.008037665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009100879,"about_ca_system_score_gemma":0.05524461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02728619,"about_ca_topic_score_gemma":0.06930003,"domain_scores_codex":[0.9654158,0.01824213,0.004888625,0.001054847,0.008171387,0.002227249],"domain_scores_gemma":[0.8474021,0.07465301,0.009138854,0.006907467,0.04997864,0.01192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004238214,0.0001445607,0.001505731,0.001706864,0.0000337001,0.0003035949,0.002768735,0.0002151657,0.0003629299,0.006256373,0.9254905,0.06116942],"study_design_scores_gemma":[0.00004800624,0.0001822917,0.005972419,0.008525482,0.000104271,0.0003293631,0.009588712,0.0003630337,0.001450446,0.01208143,0.9612367,0.0001177363],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001417482,0.004621971,0.007366959,0.9370345,0.02253322,0.000646771,0.0007319213,0.00049952,0.02514767],"genre_scores_gemma":[0.04063395,0.02883901,0.08734417,0.7648426,0.01298452,0.003907523,0.002164315,0.0007941057,0.05848977],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03609813,"threshold_uncertainty_score":0.1909075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412995430","doi":"10.1080/09540962.2025.2541304","title":"Debate: Evidence-based AI risk assessment for public policy","year":2025,"lang":"en","type":"article","venue":"Public Money & Management","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Business; Risk assessment; Risk analysis (engineering); Computer science; Computer security","authors":[{"name":"Thilo Stadelmann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08906558772105834,"gpt":0.4265185242125413,"spread":0.337452936491483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2236321,0.001972615,0.004742275,0.007152732,0.005293098,0.02295727,0.008701869,0.08461579,0.01801503],"category_scores_gemma":[0.4188337,0.001136468,0.004535223,0.004590132,0.02246287,0.02975622,0.009607942,0.0411392,0.005435097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01173086,"about_ca_system_score_gemma":0.03032291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004983922,"about_ca_topic_score_gemma":0.003117181,"domain_scores_codex":[0.8753617,0.08795903,0.008521227,0.006460682,0.0187091,0.002988194],"domain_scores_gemma":[0.5173138,0.4115827,0.01359907,0.01194886,0.03805478,0.007500715],"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":[0.0004666465,0.0001744511,0.0005630463,0.002375409,0.0004691306,0.0002258682,0.001250592,0.001513453,0.0002875717,0.6091216,0.3165561,0.06699626],"study_design_scores_gemma":[0.0003800781,0.00008975127,0.0006688766,0.01094586,0.0003434807,0.00007320815,0.0008595026,0.001177372,0.0003095883,0.7407749,0.2442801,0.00009738869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004564827,0.01530013,0.002535678,0.9674454,0.006932213,0.00005060508,0.0002235818,0.00002954185,0.00702639],"genre_scores_gemma":[0.06290483,0.0184308,0.01825071,0.8584692,0.03652532,0.0008221772,0.0004830153,0.0001056578,0.004008319],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2236321,"threshold_uncertainty_score":0.9573998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059275910","doi":"10.1111/1467-9302.00314","title":"Executive Agencies, Performance Targets and External Reporting","year":2002,"lang":"en","type":"article","venue":"Public Money & Management","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Accountability; Business; Agency (philosophy); Government (linguistics); Process management; Key (lock); Accounting; Service delivery framework; Public relations; Service (business); Focus (optics); Marketing; Political science; Computer security; Computer science","authors":[{"name":"Noel Hyndman","is_ca":false},{"name":"Ron Eden","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1163569365415683,"gpt":0.3485888930075103,"spread":0.2322319564659421,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03286907,0.0006996655,0.0006402612,0.00737757,0.003339268,0.01865844,0.001422858,0.002873715,0.00642101],"category_scores_gemma":[0.1431899,0.0004061266,0.0002425279,0.01588443,0.007866016,0.01228215,0.005305563,0.003306781,0.001543819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007192916,"about_ca_system_score_gemma":0.007024267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009842744,"about_ca_topic_score_gemma":0.004948634,"domain_scores_codex":[0.9464387,0.03139335,0.002958351,0.002367217,0.01347238,0.003370064],"domain_scores_gemma":[0.8401242,0.07530328,0.04551006,0.008938252,0.02587035,0.00425399],"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":[0.0001422812,0.0001633862,0.03282428,0.0003881252,0.00004956219,0.0002160118,0.008487902,0.001601925,0.0001109722,0.7714314,0.06547762,0.1191064],"study_design_scores_gemma":[0.00007512052,0.0002331343,0.07137383,0.002525057,0.0000969583,0.0006301473,0.0214409,0.002947154,0.001601574,0.3965591,0.5023233,0.0001937143],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09701076,0.02899165,0.02437278,0.09369617,0.00153184,0.0002035746,0.001196755,0.0005339847,0.7524624],"genre_scores_gemma":[0.9528258,0.01103599,0.003885582,0.004635613,0.001230803,0.0001635266,0.0005945397,0.0001678875,0.02546023],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03286907,"threshold_uncertainty_score":0.1738303,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4295037952","doi":"10.1080/09540962.2022.2110182","title":"Personality, social support, stress, and coping in a sample of Canadian paramedics","year":2022,"lang":"en","type":"article","venue":"Public Money & Management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Psychology; Perception; Coping (psychology); Psychological resilience; Social support; Personality; Mental health; Identification (biology); Applied psychology; Sample (material); Social psychology; Clinical psychology; Psychiatry","authors":[{"name":"Joanna Lockhart","is_ca":true},{"name":"Stephen B. Perrott","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09053764270178842,"gpt":0.3645100799690967,"spread":0.2739724372673083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009288874,0.0003738785,0.0004211754,0.00180741,0.006548838,0.001553892,0.0009352112,0.0005366128,0.002658631],"category_scores_gemma":[0.002786394,0.0004566024,0.0004751423,0.002298926,0.001003702,0.0004202188,0.001157646,0.001035317,0.000218384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01326534,"about_ca_system_score_gemma":0.0113065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9693145,"about_ca_topic_score_gemma":0.9810466,"domain_scores_codex":[0.9992321,0.00006188393,0.00003780775,0.00006756926,0.000238264,0.0003625364],"domain_scores_gemma":[0.998835,0.00009159846,0.0002077195,0.000044,0.0004210922,0.0004006137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007512292,0.0001290521,0.9786913,0.00003166401,0.00003233169,0.0002670004,0.01516985,0.00002565939,0.0002234117,0.00007358634,0.0006678229,0.004613107],"study_design_scores_gemma":[0.000004311716,0.00004603425,0.9867525,0.00001779899,0.000005990411,0.00005906818,0.01254843,0.00004357786,0.00001567451,0.00001383946,0.0004846709,0.000008100822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989287,0.00008574842,0.000009953867,0.0001093747,0.00000492903,0.00002248012,0.0001696417,7.972807e-7,0.0006684345],"genre_scores_gemma":[0.9990331,0.0001675094,0.00004625267,0.0001166192,0.000004903349,0.00002018482,0.0001627347,0.00000132937,0.0004474207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03068548,"threshold_uncertainty_score":0.09624726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402649729","doi":"10.1080/09540962.2024.2404249","title":"Debate: ‘Doubt is their product’—The difference between research and academic lobbying","year":2024,"lang":"en","type":"article","venue":"Public Money & Management","topic":"Political Influence and Corporate Strategies","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kensington Health","funders":"","keywords":"Product (mathematics); Business; Political science; Economics; Law and economics; Mathematics","authors":[{"name":"Tommaso Valletti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1953578289823644,"gpt":0.3414647397830066,"spread":0.1461069108006421,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.09401827,0.0005476536,0.001692916,0.003104965,0.01148654,0.03530874,0.004418342,0.03551429,0.008303919],"category_scores_gemma":[0.2018152,0.0005523673,0.0009393821,0.004679823,0.07728693,0.04807706,0.01047508,0.0414575,0.003242032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01039223,"about_ca_system_score_gemma":0.0110945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005195474,"about_ca_topic_score_gemma":0.004406551,"domain_scores_codex":[0.9175543,0.05206595,0.002612685,0.0060296,0.01805327,0.003684284],"domain_scores_gemma":[0.7754534,0.1795622,0.008860165,0.008385521,0.01896231,0.008776413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003655368,0.00001811096,0.0003394978,0.0001161594,0.0000195096,0.00007429819,0.01327169,0.00005075227,0.0001223326,0.824728,0.1497879,0.01143516],"study_design_scores_gemma":[0.00004042439,0.00003042975,0.0006102964,0.0007067643,0.00001742217,0.0001188667,0.0151612,0.0001624227,0.0002530442,0.4280633,0.5547849,0.0000509895],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001634047,0.006416635,0.001064315,0.9670623,0.004481125,0.000006075362,0.00001951928,0.00001780786,0.01929815],"genre_scores_gemma":[0.2464088,0.007984551,0.001626337,0.7034246,0.0272023,0.00008087422,0.00006860421,0.0003148696,0.01288903],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9885135,"threshold_uncertainty_score":0.4972221,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2070148170","doi":"10.1111/j.1467-9302.2008.00660.x","title":"Emerging Equality Policy in Britain in Comparative Context: A Missed Opportunity?","year":2008,"lang":"en","type":"article","venue":"Public Money & Management","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Equity (law); Context (archaeology); Northern ireland; Political science; Key (lock); Public administration; Sociology; Law; History; Ethnology","authors":[{"name":"R. D. Osborne","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1905221339789802,"gpt":0.3968525502459018,"spread":0.2063304162669216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01182921,0.0002665721,0.0008208171,0.00211628,0.007029447,0.01481757,0.001748362,0.009244177,0.0166723],"category_scores_gemma":[0.01891497,0.0002180339,0.0003679019,0.004464854,0.01188941,0.01265748,0.007767035,0.008225285,0.0008908024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02750858,"about_ca_system_score_gemma":0.01649558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06251161,"about_ca_topic_score_gemma":0.09539547,"domain_scores_codex":[0.9876271,0.007649963,0.0003142916,0.0005459965,0.001374574,0.002488155],"domain_scores_gemma":[0.9921224,0.003819949,0.000398061,0.00039829,0.00155635,0.00170495],"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":[0.000156628,0.000135098,0.00292262,0.00114513,0.00003101542,0.0003878034,0.02743311,0.0002876744,0.0005134225,0.8031943,0.06518144,0.09861173],"study_design_scores_gemma":[0.00007222789,0.0001441006,0.0273921,0.004148544,0.00003437383,0.0002267412,0.1148864,0.0003104219,0.0004709671,0.2107227,0.6415212,0.00007030836],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0451345,0.07464407,0.001042636,0.7336082,0.003113971,0.00002793607,0.0001448705,0.00002701399,0.1422567],"genre_scores_gemma":[0.8556496,0.04029671,0.001944315,0.07843073,0.002079039,0.0001165581,0.0002681321,0.00006334503,0.02115159],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06251161,"threshold_uncertainty_score":0.1995897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2335700071","doi":"10.1111/1467-9302.00277","title":"Transforming Homes or Privatizing Social Housing?","year":2001,"lang":"en","type":"article","venue":"Public Money & Management","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Transport Canada","funders":"","keywords":"Public housing; Business; Public administration; Economic growth; Economics; Political science","authors":[{"name":"Sarah Webb","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0481830357029969,"gpt":0.2353770748770591,"spread":0.1871940391740622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006808161,0.0001227193,0.0002041261,0.0002673128,0.0004885077,0.001571358,0.000347479,0.00120609,0.05033911],"category_scores_gemma":[0.003552251,0.00007053036,0.000180383,0.0003920666,0.001483461,0.003831801,0.0008630645,0.0009263155,0.002582283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007845531,"about_ca_system_score_gemma":0.001139215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005299632,"about_ca_topic_score_gemma":0.01857937,"domain_scores_codex":[0.9996122,0.0001303891,0.000007250701,0.00003602758,0.00008184522,0.0001323531],"domain_scores_gemma":[0.9987705,0.0003969617,0.0001968537,0.00009757678,0.000154633,0.000383472],"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":[0.0006710762,0.001850455,0.04462751,0.0003337523,0.00005202246,0.000238031,0.001618995,0.001698825,0.004726918,0.3210212,0.2258288,0.3973325],"study_design_scores_gemma":[0.0005117705,0.0005167331,0.1412255,0.0003576323,0.0000983276,0.0003121509,0.02109266,0.009442276,0.009218671,0.2962668,0.5208676,0.00008975715],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4330509,0.002032882,0.008218181,0.2193057,0.001047766,0.00008024118,0.0006768397,0.0005652522,0.3350222],"genre_scores_gemma":[0.9674548,0.0006874338,0.001804084,0.005839705,0.0002117872,0.00002431785,0.0000892239,0.00005342496,0.02383528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05033911,"threshold_uncertainty_score":0.1684011,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2067410468","doi":"10.1111/1467-9302.00284","title":"Capital Investment in Primary Care-The Funding and Ownership of Primary Care Premises","year":2001,"lang":"en","type":"article","venue":"Public Money & Management","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Finance; Business; Loan; Primary care; Debt; Investment (military); Capital (architecture); Government (linguistics); Service (business); Corporation; Capital expenditure; Marketing","authors":[{"name":"Sylvia Godden","is_ca":true},{"name":"Allyson M Pollock","is_ca":false},{"name":"Stewart Player","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07731649297002792,"gpt":0.3050316743783401,"spread":0.2277151814083122,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001575684,0.0001703974,0.0001692624,0.0006218443,0.001129128,0.004323079,0.0005109507,0.001121105,0.006199412],"category_scores_gemma":[0.008041525,0.0001591122,0.0001472863,0.0009321207,0.002251287,0.00216248,0.001913077,0.0008122505,0.0004620166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005788756,"about_ca_system_score_gemma":0.006170345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01241487,"about_ca_topic_score_gemma":0.01435135,"domain_scores_codex":[0.9978528,0.000701574,0.00008763359,0.0001673567,0.0005429197,0.0006476956],"domain_scores_gemma":[0.9951827,0.002168406,0.0008423068,0.0002686583,0.0005423089,0.0009956121],"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":[0.00007218814,0.00007402347,0.03651858,0.0004094486,0.00003462096,0.001358721,0.004749393,0.002679243,0.0007151604,0.761642,0.03005821,0.1616883],"study_design_scores_gemma":[0.00004963117,0.0003620246,0.1380665,0.001862845,0.00005895146,0.003374749,0.007500111,0.00378822,0.001306204,0.2367304,0.6068282,0.00007223035],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2785502,0.0213126,0.01775276,0.08030272,0.0007239389,0.0002432086,0.0008473525,0.0001059804,0.6001611],"genre_scores_gemma":[0.9756126,0.003195446,0.001182443,0.0007457875,0.0002199052,0.00004393992,0.00009827168,0.00000696162,0.0188945],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01241487,"threshold_uncertainty_score":0.04200059,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387016824","doi":"10.1080/09540962.2023.2256483","title":"Governance solutions for municipally owned companies: practical insights from England and Canada","year":2023,"lang":"en","type":"article","venue":"Public Money & Management","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"CLARITY; Corporate governance; Government (linguistics); Audit; Accounting; Business; Veneration; Quality (philosophy); Public relations; Audit committee; Political science; Finance","authors":[{"name":"Stuart Green","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1072919575412823,"gpt":0.3667864614959599,"spread":0.2594945039546775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00273613,0.0002361023,0.0003397083,0.001485899,0.01924636,0.0106734,0.001904551,0.001972305,0.004263954],"category_scores_gemma":[0.008393707,0.0002974263,0.0002142915,0.004025018,0.006198398,0.002322509,0.003980517,0.002162353,0.0002355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.128863,"about_ca_system_score_gemma":0.1411095,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9901726,"about_ca_topic_score_gemma":0.9963902,"domain_scores_codex":[0.995282,0.001051877,0.0001403698,0.0002429236,0.001260444,0.002022441],"domain_scores_gemma":[0.9940845,0.00165918,0.0004457761,0.0002005183,0.001698247,0.001911644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000128457,0.000270757,0.05615224,0.0004705514,0.00004429425,0.006868761,0.5884007,0.002947331,0.00141299,0.2170762,0.03974462,0.08648306],"study_design_scores_gemma":[0.00002399443,0.00004541339,0.03684654,0.0003328231,0.00002194248,0.0002780934,0.7478355,0.001236622,0.0003009201,0.00419341,0.208834,0.00005061951],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8588004,0.0036416,0.001015613,0.02292941,0.00008473463,0.0001956311,0.0002411923,0.00004409373,0.1130474],"genre_scores_gemma":[0.9817377,0.001359427,0.0006776993,0.0007511692,0.000007086355,0.00002070736,0.00007767842,0.00001762705,0.01535084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.128863,"threshold_uncertainty_score":0.9349712,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3210971845","doi":"10.1080/09540962.2021.1996074","title":"Levers of social services integration: performance management system and Lean-related management tools","year":2021,"lang":"en","type":"article","venue":"Public Money & Management","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke; Université du Québec à Trois-Rivières","funders":"","keywords":"Leverage (statistics); Business; Process management; Context (archaeology); Social Welfare; Knowledge management; Computer science","authors":[{"name":"Line Moisan","is_ca":true},{"name":"Pierre‐Luc Fournier","is_ca":true},{"name":"Denis Lagacé","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0304816935566018,"gpt":0.3450916717860594,"spread":0.3146099782294576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01261874,0.0009049877,0.0004294219,0.003740835,0.001651039,0.01062442,0.001127087,0.001383321,0.004790143],"category_scores_gemma":[0.0148143,0.0003411862,0.0007014882,0.003700997,0.003700667,0.007412424,0.007203159,0.00194548,0.0008056744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004930046,"about_ca_system_score_gemma":0.006233205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002202234,"about_ca_topic_score_gemma":0.001625142,"domain_scores_codex":[0.9836763,0.007539895,0.0007570037,0.0007196903,0.006090419,0.001216662],"domain_scores_gemma":[0.989004,0.004360885,0.002395837,0.001007965,0.0023731,0.0008583494],"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":[0.0003543305,0.001157225,0.02283492,0.0008062295,0.0002095749,0.00056448,0.005021028,0.02318923,0.004967583,0.4870536,0.008785369,0.4450564],"study_design_scores_gemma":[0.0001516904,0.001501945,0.03320231,0.003065703,0.0003003878,0.0009160567,0.01651738,0.190121,0.01565946,0.5917524,0.1464906,0.0003211561],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2048197,0.002862602,0.4661073,0.03364737,0.0005740428,0.0007592569,0.0002081798,0.002249839,0.2887717],"genre_scores_gemma":[0.9404857,0.0006731948,0.05244499,0.0005632797,0.0002023735,0.0001465554,0.00009231414,0.00007872182,0.005312854],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01261874,"threshold_uncertainty_score":0.06673503,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2074166991","doi":"10.1111/j.1467-9302.2006.00532.x","title":"Local Authorities and the Financing of the Employers' Liability Risk","year":2006,"lang":"en","type":"article","venue":"Public Money & Management","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute on Governance","funders":"","keywords":"Underwriting; Business; Liability insurance; Liability; Finance; Market discipline; Actuarial science","authors":[{"name":"John Hood","is_ca":false},{"name":"Nataliya Acc-Nikmehr","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01118251162561133,"gpt":0.1791901830944483,"spread":0.168007671468837,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001219513,0.00005752205,0.0001205603,0.0009726213,0.001049404,0.00270814,0.0002744418,0.0003917948,0.006515875],"category_scores_gemma":[0.006645314,0.00009692278,0.00008758222,0.0008616232,0.001444524,0.001320475,0.001230844,0.0005639959,0.000217183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002538379,"about_ca_system_score_gemma":0.001716812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01167733,"about_ca_topic_score_gemma":0.014049,"domain_scores_codex":[0.9989501,0.0005142688,0.00003213167,0.00004327122,0.0002349108,0.0002252876],"domain_scores_gemma":[0.9946689,0.001874769,0.002128824,0.0001200088,0.0005630266,0.0006444261],"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":[0.0001839512,0.0002242916,0.5011185,0.0002808904,0.00005789092,0.001758289,0.03805118,0.007166507,0.000642297,0.3451231,0.008515788,0.0968774],"study_design_scores_gemma":[0.00007488619,0.0002795512,0.7096024,0.000756533,0.0001266388,0.0009994302,0.1023888,0.01120868,0.0006938651,0.08662514,0.087148,0.00009618577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965315,0.00168461,0.0006368497,0.006538322,0.000007963347,0.00001196882,0.00005207473,0.000006950022,0.02574625],"genre_scores_gemma":[0.9984633,0.0003559792,0.00004533958,0.0000468097,0.000007838084,0.000001544102,0.000007567487,6.593304e-7,0.001071007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01167733,"threshold_uncertainty_score":0.02321869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3006457712","doi":"10.1080/09540962.2020.1723264","title":"Motives and incentives in the privatization of the South Australian Lotteries","year":2020,"lang":"en","type":"article","venue":"Public Money & Management","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Winnipeg","funders":"","keywords":"Incentive; Politics; Order (exchange); Public economics; Economics; Core (optical fiber); Business; Finance; Market economy; Political science","authors":[{"name":"Joshua Newman","is_ca":false},{"name":"Malcolm G. Bird","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04726522087697648,"gpt":0.2696765427477378,"spread":0.2224113218707613,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006533273,0.000156611,0.0002258576,0.0007921012,0.005200864,0.002726858,0.0005815521,0.001151006,0.008624292],"category_scores_gemma":[0.009722266,0.0002660631,0.0002772755,0.0006404329,0.003694869,0.001600173,0.00329007,0.001544984,0.0004307207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005091614,"about_ca_system_score_gemma":0.005417139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006460174,"about_ca_topic_score_gemma":0.01609198,"domain_scores_codex":[0.9955211,0.002277956,0.0001502756,0.0002244858,0.0006086446,0.001217586],"domain_scores_gemma":[0.9932951,0.00293634,0.001126275,0.0005495214,0.0005514538,0.001541187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006212749,0.002341182,0.24855,0.0004120574,0.00006701463,0.004520234,0.08867352,0.007503149,0.009109764,0.4916268,0.009915602,0.1366595],"study_design_scores_gemma":[0.0001529139,0.0008734167,0.5189714,0.0005594909,0.0000623157,0.00187757,0.1420576,0.02908176,0.005661351,0.09860994,0.201852,0.0002402577],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557171,0.00007580536,0.002779806,0.003101655,0.0000214544,0.0001811376,0.00002233354,0.00001862926,0.03808209],"genre_scores_gemma":[0.9882907,0.00003743501,0.0008094427,0.00009821063,0.000007216499,0.00006017562,0.000007086226,0.000004435826,0.01068537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008624292,"threshold_uncertainty_score":0.03694236,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2046634472","doi":"10.1080/09540962.2012.656023","title":"New development: Macroeconomic fables","year":2012,"lang":"en","type":"article","venue":"Public Money & Management","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Narrative; Victory; Ideology; Democracy; Politics; Narrative structure; Political economy; Narratology; Sociology; Causation; Political science; History; Literature; Law; Art","authors":[{"name":"Sandford Borins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05043657189747844,"gpt":0.2924328501142388,"spread":0.2419962782167603,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001322553,0.0004481938,0.0002675379,0.002641771,0.002851765,0.008442434,0.0004483541,0.001360497,0.01159247],"category_scores_gemma":[0.003935699,0.0001663207,0.000161639,0.002925758,0.007049335,0.00697977,0.002973682,0.002440978,0.0007836583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006585874,"about_ca_system_score_gemma":0.002577118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005508091,"about_ca_topic_score_gemma":0.006504849,"domain_scores_codex":[0.9993789,0.000297275,0.00003039196,0.00007433412,0.0001293522,0.0000896415],"domain_scores_gemma":[0.9989247,0.00056403,0.0001746265,0.00007821112,0.0001365428,0.0001219225],"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":[0.000003647255,0.000005759121,0.0003293409,0.00002185767,8.645263e-7,0.00006027354,0.001687343,0.0001630317,0.00002013531,0.9887403,0.003377797,0.005589662],"study_design_scores_gemma":[0.000005544335,0.00001051199,0.001454546,0.0002370928,0.000002786378,0.0001337728,0.005913077,0.000521177,0.0001171977,0.4222426,0.5693514,0.000010197],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01703125,0.02272786,0.006881039,0.05543122,0.0008105414,0.00004647409,0.0002896932,0.00006939818,0.8967125],"genre_scores_gemma":[0.8477757,0.03878886,0.005565466,0.004673421,0.00158855,0.0002406461,0.0004027153,0.0001056108,0.1008591],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01159247,"threshold_uncertainty_score":0.04778415,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416999083","doi":"10.1080/09540962.2025.2596751","title":"Debate: Synthetic empathy—How AI is redefining emotional labour in public encounters","year":2025,"lang":"en","type":"article","venue":"Public Money & Management","topic":"Emotional Labor in Professions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute on Governance","funders":"","keywords":"Emotional labor; Public sector; Qualitative research; Government (linguistics)","authors":[{"name":"Naikang Feng","is_ca":false},{"name":"Wai-Fung Lam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02913497537238538,"gpt":0.3105042019754452,"spread":0.2813692266030598,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01872788,0.0006010045,0.0006446433,0.001986917,0.008550457,0.01954401,0.002805171,0.01033026,0.01499964],"category_scores_gemma":[0.04511399,0.0003709529,0.0008805105,0.001186211,0.05739739,0.02630621,0.009960268,0.01144015,0.002548108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006006348,"about_ca_system_score_gemma":0.004526102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00353209,"about_ca_topic_score_gemma":0.002165756,"domain_scores_codex":[0.9786588,0.01657814,0.0003628945,0.001503903,0.001790885,0.001105265],"domain_scores_gemma":[0.9757398,0.01669643,0.001241882,0.002510803,0.002166035,0.001644956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001066833,0.00007160976,0.001021779,0.0002217592,0.00002993452,0.0001725605,0.09639208,0.0002445542,0.0004578047,0.8489982,0.01662848,0.03565453],"study_design_scores_gemma":[0.00005789202,0.0000559628,0.001174925,0.0006860509,0.0000233283,0.0003265422,0.06361353,0.0009548074,0.0005244659,0.7448927,0.1876395,0.0000502779],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03709598,0.01391542,0.03876213,0.480452,0.004916769,0.0001348422,0.0001182907,0.0001663736,0.4244382],"genre_scores_gemma":[0.9153014,0.004796881,0.01060026,0.04604385,0.00208396,0.0002752457,0.00009423255,0.000360066,0.02044399],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01954401,"threshold_uncertainty_score":0.09904373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}