{"meta":{"query_hash":"dd3c400edb9b","filters":{"venue":"International Review of Public Administration"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/dd3c400edb9b","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Review+of+Public+Administration"},"results":[{"id":"W1907828093","doi":"","title":"POLICY ADVICE IN MULTI-LEVEL GOVERNANCE SYSTEMS","year":2009,"lang":"en","type":"article","venue":"International Review of Public Administration","topic":"Political Systems 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":"Work (physics); Government (linguistics); Corporate governance; Political science; Public administration; Public policy; Public economics; National Policy; Public relations; Business; Economics; Finance; Law","score_opus":0.07888488665462556,"score_gpt":0.4100087442695317,"score_spread":0.33112385761490615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1907828093","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":[0.011077121,0.043994896,0.008696539,0.3424672,0.002420595,0.0020945969,0.0005551466,0.00017067694,0.58852327],"genre_scores_gemma":[0.98420936,0.009787599,0.00023113025,0.001132623,0.000350401,0.000021864764,0.000018876239,0.000003698694,0.004244461],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99814326,0.0001690989,0.0005816778,0.00017229363,0.0007039234,0.00022976713],"domain_scores_gemma":[0.9989485,0.00008297502,0.00040487715,0.00013150307,0.0003181038,0.000114055954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011344873,0.00008808263,0.0002089103,0.000051657258,0.000047800087,0.00006487952,0.00038147648,0.00006495935,0.00006958055],"category_scores_gemma":[0.0037400434,0.00008469033,0.00006891246,0.00033315446,0.00006830078,0.0004970098,0.0000134342345,0.00008547489,0.000024270586],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022583552,0.000110091234,0.00089851604,0.00015859073,0.000004629085,0.0000027518508,0.000052186133,5.3921497e-7,0.000012103791,0.9828663,0.00094260706,0.014949453],"study_design_scores_gemma":[0.0003827071,0.000072958064,0.1715001,0.004413761,0.0000052799287,0.000007985129,0.00007924575,0.00033005822,0.000015655594,0.002240467,0.8207601,0.00019169369],"about_ca_topic_score_codex":0.0032963068,"about_ca_topic_score_gemma":0.002040118,"teacher_disagreement_score":0.9806258,"about_ca_system_score_codex":0.00035740781,"about_ca_system_score_gemma":0.00080827886,"threshold_uncertainty_score":0.49830517},"labels":[],"label_agreement":null},{"id":"W2269685823","doi":"","title":"DEVOLUTION AND DEMOCRACY","year":2008,"lang":"en","type":"article","venue":"International Review of Public Administration","topic":"Political Systems 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":"Devolution (biology); Public administration; Democracy; Political science; Politics; Corporate governance; Civil society; Political economy; Kingdom; Sociology; Economics; Law; Management","score_opus":0.05166092421471738,"score_gpt":0.36370376165804996,"score_spread":0.3120428374433326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2269685823","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":[0.2790011,0.03219875,0.010745485,0.21183398,0.0013978557,0.000883818,0.00008308248,0.000100826815,0.4637551],"genre_scores_gemma":[0.9768855,0.02079442,0.0002534277,0.0003936568,0.00018096376,0.000007775802,0.000012046094,0.0000020458378,0.0014701965],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990983,0.00008269219,0.00024227193,0.000090816415,0.00038799783,0.00009793271],"domain_scores_gemma":[0.9993995,0.00006892283,0.0001569687,0.000054787168,0.00023789617,0.00008191516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005252598,0.0000407697,0.00009148775,0.000021461214,0.0001259768,0.000015046917,0.00010974699,0.00003071073,0.00018082767],"category_scores_gemma":[0.0017680214,0.00003815273,0.000033704022,0.000081699,0.00016283793,0.00033607957,0.000013269904,0.000035478384,0.000012452416],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010955561,0.00002596503,0.00872078,0.000112713555,0.00000649435,0.000001659198,0.000059545873,6.786554e-9,0.00001219966,0.9818492,0.0026723514,0.0065379767],"study_design_scores_gemma":[0.00008191314,0.000026887315,0.0689729,0.00056369125,0.0000046739297,0.000023978826,0.000030770057,0.000017889837,0.000025092357,0.0035288525,0.9266596,0.00006374304],"about_ca_topic_score_codex":0.00038291962,"about_ca_topic_score_gemma":0.00021300121,"teacher_disagreement_score":0.97832036,"about_ca_system_score_codex":0.00006466678,"about_ca_system_score_gemma":0.00029690185,"threshold_uncertainty_score":0.21166144},"labels":[],"label_agreement":null},{"id":"W2405203018","doi":"10.1080/12294659.2016.1189195","title":"Innovation in the public and nonprofit sectors: a public solutions handbook","year":2016,"lang":"en","type":"article","venue":"International Review of Public Administration","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Public sector; Nonprofit sector; Business; Public relations; Social innovation; New public management; Public administration; Marketing; Economics; Political science; Economy","score_opus":0.07307633339047843,"score_gpt":0.302657523369598,"score_spread":0.22958118997911958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2405203018","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":[0.13083217,0.0038948655,0.04766768,0.7547485,0.0011080939,0.0017421133,0.000026495987,0.0001737634,0.05980627],"genre_scores_gemma":[0.99456143,0.000905805,0.00029482512,0.0035527057,0.0002448352,0.00018220516,0.00012549723,0.0000074214245,0.00012529854],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985307,0.000047614292,0.00064295746,0.0002051273,0.00037829694,0.00019532973],"domain_scores_gemma":[0.99838746,0.00008708001,0.0004906501,0.00015896326,0.00086975144,0.0000061149076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002842097,0.00011870961,0.00015358224,0.0004835345,0.00013307227,0.00015973205,0.0004002005,0.00008735414,0.00021567573],"category_scores_gemma":[0.0029317422,0.00007615631,0.00003498882,0.0012527417,0.00020970676,0.0016072146,0.00013133547,0.00012139848,0.000026898579],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023749667,0.00007972698,0.012898343,0.00020239358,0.000021634285,0.0000011757245,0.000016386748,1.7705163e-9,0.0001006248,0.9266944,0.0026594892,0.057323452],"study_design_scores_gemma":[0.00089259224,0.000044606237,0.074057765,0.0020329235,0.000022908222,0.000025293979,0.00043406233,0.000084079256,0.00013226453,0.084100105,0.8378001,0.0003733126],"about_ca_topic_score_codex":0.0000045911243,"about_ca_topic_score_gemma":0.000062579835,"teacher_disagreement_score":0.86372924,"about_ca_system_score_codex":0.00008250321,"about_ca_system_score_gemma":0.00016473257,"threshold_uncertainty_score":0.3509781},"labels":[],"label_agreement":null},{"id":"W2758330425","doi":"10.1080/12294659.2017.1368006","title":"Critical review of welfare dependency in active labor market programs in Korea: existence, causes, and interpretations","year":2017,"lang":"en","type":"article","venue":"International Review of Public Administration","topic":"Korean Urban and Social Studies","field":"Environmental Science","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":"Welfare; Christian ministry; Welfare dependency; Incentive; Quarter (Canadian coin); Wage; Government (linguistics); Labour economics; Demographic economics; Economics; Business; Political science; Market economy","score_opus":0.048323343073647086,"score_gpt":0.3490460122769736,"score_spread":0.3007226692033265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2758330425","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":[0.17283097,0.100271925,0.0002258208,0.16182907,0.00075930194,0.0035327883,0.00038721308,0.000039995928,0.5601229],"genre_scores_gemma":[0.9305295,0.06864359,0.00034590677,0.00023031772,0.000013660224,0.000076261495,0.000031496853,0.000004144799,0.00012516939],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987344,0.00010162436,0.00050622097,0.00019275241,0.00035401867,0.00011096568],"domain_scores_gemma":[0.99928916,0.00007828651,0.00030764675,0.00016621026,0.00011145941,0.00004723367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006273671,0.00009348675,0.00026158433,0.000037752558,0.0000639581,0.000033703585,0.00029108886,0.000037035854,0.0008963294],"category_scores_gemma":[0.003907368,0.00008459445,0.00005239542,0.00011232036,0.00035251575,0.0005639879,0.00012938978,0.000093941424,0.00000384582],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003465941,0.0007036924,0.6125539,0.011097424,0.000052836036,0.000026190019,0.00047132914,4.5419018e-8,0.00002052923,0.111673504,0.0013692097,0.2619967],"study_design_scores_gemma":[0.00019947394,0.00009849619,0.965424,0.017933514,0.000019887279,0.000008168826,0.00021355037,0.000031462343,0.00001845966,0.0019236711,0.0140030235,0.00012627241],"about_ca_topic_score_codex":0.000174343,"about_ca_topic_score_gemma":0.002163806,"teacher_disagreement_score":0.7576985,"about_ca_system_score_codex":0.00011183365,"about_ca_system_score_gemma":0.000047989826,"threshold_uncertainty_score":0.98141783},"labels":[],"label_agreement":null},{"id":"W3121549945","doi":"10.1080/12294659.2009.10805139","title":"Environmental Justice and Collaborative Governance: Building a Socio-Spatial Perspective for Facility Siting","year":2009,"lang":"en","type":"article","venue":"International Review of Public Administration","topic":"Environmental Justice and Health Disparities","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":"Environmental justice; Injustice; Legitimacy; Corporate governance; Environmental governance; Economic Justice; Distribution (mathematics); Environmental planning; Facility management; NIMBY; Environmental resource management; Political science; Sociology; Public administration; Business; Geography; Economics; Law; Finance; Civil engineering; Engineering","score_opus":0.029287156305087728,"score_gpt":0.3799184953315184,"score_spread":0.3506313390264307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121549945","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":[0.27665856,0.14917776,0.044474218,0.41838035,0.0026577474,0.0067358245,0.004865621,0.00015497144,0.09689492],"genre_scores_gemma":[0.9515543,0.04572965,0.0011062492,0.0011353219,0.00022193696,0.00003525017,0.00006437896,0.0000025275194,0.0001503629],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998868,0.00009795763,0.00029806307,0.00018817531,0.00039794063,0.00014990341],"domain_scores_gemma":[0.9992646,0.00019914654,0.00028520107,0.000053919728,0.00011788831,0.00007924599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007419344,0.00008232834,0.0001477336,0.000019103138,0.00028558477,0.000051168194,0.00011707654,0.000050873885,0.0001666533],"category_scores_gemma":[0.0011382304,0.00008813374,0.00004846679,0.000052384486,0.00019272868,0.00044999915,0.000015885409,0.00006840599,0.0000024456465],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004802198,0.00022469234,0.0016227898,0.0015509399,0.00003437757,0.0000013481731,0.0034100348,5.87233e-7,0.00033532287,0.92583644,0.0010203427,0.0659151],"study_design_scores_gemma":[0.0030235709,0.0022301946,0.23518609,0.0077540106,0.0009313874,0.000018876164,0.26128206,0.00056603603,0.0011299298,0.0306195,0.45588994,0.001368422],"about_ca_topic_score_codex":0.000049415907,"about_ca_topic_score_gemma":0.00014292849,"teacher_disagreement_score":0.89521694,"about_ca_system_score_codex":0.00039637578,"about_ca_system_score_gemma":0.00026058246,"threshold_uncertainty_score":0.35939896},"labels":[],"label_agreement":null}]}