{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":124,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":124,"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"},"query_hash":"adf0900ad496","filters":{"venue":"Policy and Society"}},"results":[{"id":"W2180747162","doi":"10.1016/j.polsoc.2015.09.001","title":"Policy capacity: A conceptual framework for understanding policy competences and capabilities","year":2015,"lang":"en","type":"article","venue":"Policy and Society","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":737,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Operationalization; Conceptual framework; Policy studies; Policy analysis; Public policy; Politics; Management science; Business; Process management; Knowledge management; Economics; Computer science; Political science; Sociology; Public administration","retraction":null,"screen_n_in":null,"score":{"opus":0.2635431616081442,"gpt":0.4376598381423772,"spread":0.174116676534233,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001399079,0.0001607773,0.0002436196,0.0001366025,0.001357671,0.0003945993,0.0002066953,0.0002529108,0.00000930851],"category_scores_gemma":[0.005796414,0.0001531758,0.0001098436,0.0006072062,0.003837063,0.0003881171,0.00008510215,0.0002302831,0.000001878159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004821837,"about_ca_system_score_gemma":0.003897233,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03294234,"about_ca_topic_score_gemma":0.001078944,"domain_scores_codex":[0.9980952,0.0002177919,0.0002169688,0.0002890411,0.0004251971,0.0007558266],"domain_scores_gemma":[0.9976644,0.001273903,0.00008238662,0.0001378595,0.0001313124,0.0007101526],"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":[0.000007937153,0.00001775859,0.0004476061,0.00002258256,0.00002473333,1.475176e-7,0.137482,6.412431e-7,0.000006316523,0.8601415,0.001534109,0.0003146471],"study_design_scores_gemma":[0.0003853192,0.00009187162,0.0002565997,0.00001798009,0.000005864695,0.000002603993,0.1812332,0.00008347684,0.00001078062,0.7831631,0.03458782,0.0001614011],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3579047,0.0005704663,0.01520919,0.4405628,0.0003130324,0.001677024,0.0007473851,0.0004009755,0.1826144],"genre_scores_gemma":[0.9883336,0.0003836516,0.002597041,0.004220572,0.00284299,0.00004789555,0.0000054631,0.0000120053,0.001556786],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6304289,"threshold_uncertainty_score":0.9999424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3038709602","doi":"10.1080/14494035.2020.1787628","title":"Mobilizing Policy (In)Capacity to Fight COVID-19: Understanding Variations in State Responses","year":2020,"lang":"en","type":"article","venue":"Policy and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":576,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Operationalization; Pandemic; Government (linguistics); Politics; Political science; Coronavirus disease 2019 (COVID-19); Public policy; Population; State (computer science); Public relations; Public administration; Economic growth; Sociology; Economics; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.1494008938866348,"gpt":0.388746931501367,"spread":0.2393460376147321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006317066,0.00008165802,0.000117711,0.000112554,0.0004525774,0.0001241333,0.0001589418,0.00005161787,0.00002279197],"category_scores_gemma":[0.00149962,0.00008241126,0.00004876126,0.001275809,0.0001940603,0.0002242745,0.00009538964,0.0001054967,0.000006287152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005265102,"about_ca_system_score_gemma":0.000391098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01676782,"about_ca_topic_score_gemma":0.004945155,"domain_scores_codex":[0.9988726,0.0001924288,0.0001591699,0.0002271467,0.0001924262,0.0003562475],"domain_scores_gemma":[0.9992721,0.000284798,0.00003587923,0.0000702283,0.000008653516,0.0003283311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001915094,0.00002568794,0.01078354,0.00003960589,0.000007630559,0.00000220511,0.5303121,0.0002723193,0.0001035085,0.456598,0.001631514,0.0002046794],"study_design_scores_gemma":[0.002246428,0.0001586042,0.09919871,0.0001093927,0.00002088335,7.213193e-7,0.3547408,0.003559924,0.00003802169,0.3017187,0.2372612,0.0009466891],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6215104,0.00005823743,0.01086258,0.3101375,0.00008139312,0.0008087934,0.00004872664,0.0001409747,0.05635135],"genre_scores_gemma":[0.9793544,0.0001794807,0.0003235021,0.01918978,0.0001737925,0.00001300898,7.368189e-7,0.000005011552,0.000760296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3578439,"threshold_uncertainty_score":0.9897796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082873023","doi":"10.1016/s1449-4035(05)70050-3","title":"Structuring Neoliberal Governance: The Nonprofit Sector, Emerging New Modes of Control and the Marketisation of Service Delivery","year":2005,"lang":"en","type":"article","venue":"Policy and Society","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":256,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Restructuring; Corporate governance; Compromise; Public administration; Service delivery framework; Autonomy; Accountability; Structuring; Decentralization; Delegation; Public relations; Business; State (computer science); Control (management); Nonprofit sector; Service (business); Economics; Political science; Market economy; Marketing; Management; Finance","retraction":null,"screen_n_in":null,"score":{"opus":0.01207104874017864,"gpt":0.2673052876939241,"spread":0.2552342389537455,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005865536,0.00007500876,0.0001428738,0.00000756562,0.0003375371,0.00002947628,0.0001274124,0.00005637986,0.00001928898],"category_scores_gemma":[0.00005809765,0.00004841918,0.00007421708,0.0001423796,0.0002933975,0.000170743,0.00004268939,0.00009849879,1.587162e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003772824,"about_ca_system_score_gemma":0.0001255685,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09246169,"about_ca_topic_score_gemma":0.005507119,"domain_scores_codex":[0.9992744,0.0001045063,0.0001569681,0.00009775404,0.0001928808,0.0001734844],"domain_scores_gemma":[0.9994156,0.0002818599,0.0001215398,0.00008923405,0.00004944872,0.00004227145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002821755,0.00002002005,0.04671216,0.0002662819,0.000277174,1.390486e-7,0.5133303,0.000902765,0.007964412,0.3840282,0.0008270235,0.04538931],"study_design_scores_gemma":[0.01008948,0.00005839423,0.8172716,0.0002453082,0.0002671136,0.000006266301,0.06368669,0.06646366,0.004124735,0.02884171,0.008291086,0.0006539762],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899892,0.0008747229,0.0001247026,0.006771913,0.00003585944,0.0001755785,0.000009712502,0.00001179363,0.002006569],"genre_scores_gemma":[0.9970396,0.0009232152,0.0002208114,0.0009244724,0.000616847,0.000002972659,3.3515e-7,0.000005824368,0.0002659836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7705594,"threshold_uncertainty_score":0.9135817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2091674512","doi":"10.1016/j.polsoc.2013.07.001","title":"The dual dynamics of policy advisory systems: The impact of externalization and politicization on policy advice","year":2013,"lang":"en","type":"article","venue":"Policy and Society","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":253,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; University of Toronto","funders":"","keywords":"Externalization; Politics; Dual (grammatical number); Advisory committee; Advice (programming); Government (linguistics); Work (physics); Public policy; Political system; Political science; Sociology; Public relations; Public administration; Law; Computer science; Psychology; Engineering; Social psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.02434224480144574,"gpt":0.3890026877075716,"spread":0.3646604429061258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008780507,0.0001153764,0.0001551131,0.0001019126,0.0009475512,0.0002189909,0.0002080499,0.0001219108,0.00001062402],"category_scores_gemma":[0.001598174,0.00006961344,0.0001113146,0.0006897345,0.001099161,0.0002541594,0.00006389181,0.000132653,0.000001938924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002485191,"about_ca_system_score_gemma":0.001497719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.269474,"about_ca_topic_score_gemma":0.00055392,"domain_scores_codex":[0.9983683,0.0003848109,0.0003032887,0.0001363454,0.0003952922,0.0004119938],"domain_scores_gemma":[0.9983557,0.0008016612,0.0002190568,0.0001959306,0.0002497905,0.0001778523],"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":[0.000006694476,0.00003395275,0.001490202,0.00003006525,0.0000434646,4.071158e-8,0.01261657,0.0000785145,0.0000510909,0.9831347,0.0008975007,0.001617148],"study_design_scores_gemma":[0.002231436,0.00102184,0.5451033,0.0002632578,0.00006484367,0.00002376035,0.1199943,0.1147013,0.0001835451,0.2015126,0.01409315,0.0008066557],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8592306,0.0003122939,0.0002847859,0.05766276,0.00006217709,0.001022498,0.0002342276,0.00005854985,0.08113206],"genre_scores_gemma":[0.9944064,0.001611974,0.000006744409,0.0004401889,0.0007589093,0.00002544007,0.000008756229,0.000008982502,0.002732603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7816222,"threshold_uncertainty_score":0.7353907,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2893602522","doi":"10.1080/14494035.2018.1521676","title":"Understanding co-production as a new public governance tool","year":2018,"lang":"en","type":"article","venue":"Policy and Society","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":230,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Operationalization; Production (economics); Corporate governance; Co-creation; Thematic map; Sociology; Political science; Public relations; Knowledge management; Epistemology; Computer science; Economics; Management","retraction":null,"screen_n_in":null,"score":{"opus":0.2860071653364125,"gpt":0.4519616170113988,"spread":0.1659544516749862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008856002,0.00007361837,0.00008172918,0.00002640684,0.001514021,0.000336048,0.0001518247,0.0001065763,0.0003254507],"category_scores_gemma":[0.002330315,0.00007356225,0.00006312331,0.0004777797,0.0009083938,0.0005291937,0.00003275996,0.0001289654,0.00006288147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003078321,"about_ca_system_score_gemma":0.002440919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006498895,"about_ca_topic_score_gemma":0.0008414537,"domain_scores_codex":[0.9987565,0.00009026186,0.0001135263,0.0002081594,0.0003891509,0.0004423656],"domain_scores_gemma":[0.9993267,0.00009056119,0.00005564279,0.0001214322,0.00006135269,0.0003442915],"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":[0.000003153333,0.00001257159,0.0002660119,0.00000350314,0.00001197976,1.749028e-7,0.01326449,3.683586e-8,0.00008472156,0.8595834,0.12528,0.001489988],"study_design_scores_gemma":[0.0002201995,0.00005497959,0.001402881,0.000008470692,0.000003119588,0.000003307743,0.006999333,0.00003308574,0.0002930794,0.07577774,0.9150627,0.0001410524],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07384129,0.00005689645,0.001260009,0.3025142,0.0002600502,0.0002500699,0.00001757176,0.0001500148,0.6216499],"genre_scores_gemma":[0.9579886,0.0006167794,0.0001721185,0.003788515,0.00420728,0.000004643508,0.000002412439,0.000005852396,0.03321386],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8841472,"threshold_uncertainty_score":0.9997859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3038069668","doi":"10.1080/14494035.2020.1785726","title":"Understanding inclusion in collaborative governance: a mixed methods approach","year":2020,"lang":"en","type":"article","venue":"Policy and Society","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":230,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"H2020 European Research Council; Economic and Social Research Council","keywords":"Inclusion (mineral); Corporate governance; Incentive; Collaborative governance; Management science; Public relations; Sociology; Political science; Management; Economics; Microeconomics; Social science","retraction":null,"screen_n_in":null,"score":{"opus":0.2097985542680506,"gpt":0.4730520588709803,"spread":0.2632535046029297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001640477,0.00007523724,0.0001366933,0.0000208189,0.001012716,0.0001212673,0.0001732988,0.0001207705,0.00002328593],"category_scores_gemma":[0.001230554,0.00007272654,0.00005002115,0.001196755,0.0003708119,0.0002308252,0.0003789519,0.0002054572,0.000001301913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002872116,"about_ca_system_score_gemma":0.0009737197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001793112,"about_ca_topic_score_gemma":0.0002202737,"domain_scores_codex":[0.9984955,0.0005264729,0.0001365832,0.0001957666,0.0003272932,0.0003183721],"domain_scores_gemma":[0.9993138,0.0003077476,0.00005286363,0.00005289945,0.00003361828,0.0002390807],"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":[0.000008345644,0.00002465791,0.0001210649,0.0000172529,0.000009177805,5.149647e-7,0.1911256,0.000004492343,0.0001573675,0.8022118,0.004454048,0.00186565],"study_design_scores_gemma":[0.002272975,0.0001659998,0.005305912,0.00003916232,0.00001301653,0.000001240222,0.3636498,0.01685757,0.0005651077,0.1781759,0.4323183,0.0006349634],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0208999,0.0004270926,0.03194551,0.271972,0.0000865685,0.0007033851,0.00008993563,0.0001266416,0.673749],"genre_scores_gemma":[0.9877553,0.0008054934,0.006556544,0.004128313,0.0003617177,0.00001527899,0.000003501336,0.000005179407,0.0003686855],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9668554,"threshold_uncertainty_score":0.7789091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3165398545","doi":"10.1080/14494035.2021.1929728","title":"Steering the governance of artificial intelligence: national strategies in perspective","year":2021,"lang":"en","type":"article","venue":"Policy and Society","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":214,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Corporate governance; Perspective (graphical); Plural; Set (abstract data type); Multi-level governance; Preference; Dozen; Public administration; Political science; Sociology; Economics; Artificial intelligence; Management; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.0776350468668587,"gpt":0.4257093459994601,"spread":0.3480742991326015,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007608383,0.00004015479,0.00007504234,0.000006635561,0.00032762,0.0001072569,0.00008003672,0.00007878717,0.0000180057],"category_scores_gemma":[0.00118078,0.00003428598,0.00005952227,0.0002882321,0.0004968834,0.0001950147,0.00003138099,0.0001731868,5.75395e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001389492,"about_ca_system_score_gemma":0.001279087,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01502751,"about_ca_topic_score_gemma":0.008329158,"domain_scores_codex":[0.9993128,0.00007958544,0.000105593,0.00008480298,0.0002778671,0.0001393274],"domain_scores_gemma":[0.9992821,0.0003009195,0.00004578035,0.00003788981,0.0003048239,0.00002852875],"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":[8.882964e-7,0.000013957,0.00005814476,0.000003586915,0.000007697739,2.496917e-7,0.1717173,0.00003331123,0.00006925452,0.8273839,0.00005023156,0.0006614123],"study_design_scores_gemma":[0.00001952429,0.000005585919,0.004952433,0.00001085283,0.000001795121,1.665252e-7,0.3364134,0.0001086575,0.0001643616,0.6573474,0.0009334599,0.0000424246],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4313898,0.001406417,0.0003971008,0.1419848,0.0002131628,0.0001918408,0.00004567494,0.00002680282,0.4243445],"genre_scores_gemma":[0.9970359,0.00165806,0.0001487379,0.0006114048,0.0003239526,0.000001910812,3.387463e-7,0.000002277464,0.0002174467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5656461,"threshold_uncertainty_score":0.9915315,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2976846257","doi":"10.1080/14494035.2019.1619325","title":"Transnational policy transfer: the circulation of ideas, power and development models","year":2019,"lang":"en","type":"article","venue":"Policy and Society","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":212,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Policy transfer; Developing country; Opposition (politics); Politics; Circulation (fluid dynamics); Context (archaeology); International development; Political science; Democracy; Government (linguistics); Economic growth; Economic system; Economics; Political economy; Public administration; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.02599347725960317,"gpt":0.3044262218433904,"spread":0.2784327445837872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000538899,0.0000778,0.0001106036,0.00003844018,0.0004065703,0.00003097221,0.00008439152,0.00008688957,0.00003522857],"category_scores_gemma":[0.00001414291,0.00006227085,0.00006816881,0.0001674298,0.0002393408,0.0001711451,0.000007690343,0.0001064578,0.00000109173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004946919,"about_ca_system_score_gemma":0.0005176959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001955796,"about_ca_topic_score_gemma":0.0001249596,"domain_scores_codex":[0.9991649,0.00008828237,0.0001504463,0.0001271504,0.0002531257,0.0002161287],"domain_scores_gemma":[0.9996819,0.0001335888,0.00001566755,0.00006035595,0.00003513449,0.00007333471],"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":[0.000003139706,0.000009704595,0.001403838,0.00001574028,0.00002424625,1.820032e-8,0.1886758,0.0001513718,0.0001739483,0.8081029,0.00001141399,0.001427879],"study_design_scores_gemma":[0.003313344,0.00009857065,0.6285173,0.0000536915,0.00006550656,0.000007139434,0.04640193,0.005170572,0.0005288285,0.170813,0.1441251,0.0009050654],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9492569,0.0001404048,0.003973298,0.02233143,0.00002919786,0.000257294,0.00001418609,0.00002873459,0.02396853],"genre_scores_gemma":[0.9984751,0.0001794636,0.0001404772,0.0008980211,0.00009187588,0.000005448117,0.000002739406,0.000006346374,0.0002005223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6372899,"threshold_uncertainty_score":0.3127051,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2083750096","doi":"10.1016/j.polsoc.2009.05.001","title":"Introduction: Understanding integrated policy strategies and their evolution","year":2009,"lang":"en","type":"article","venue":"Policy and Society","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":206,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; University of Regina","funders":"","keywords":"Public policy; Work (physics); Resilience (materials science); Psychological resilience; Energy policy; Scale (ratio); Environmental resource management; Environmental planning; Political science; Economics; Economic growth; Engineering; Renewable energy; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.03761291045893033,"gpt":0.3221585335324509,"spread":0.2845456230735206,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004315721,0.0001152775,0.0001286424,0.00007337627,0.001114782,0.000253713,0.00006622475,0.0001217452,0.00001678281],"category_scores_gemma":[0.0001175596,0.00009877276,0.00006442057,0.0004988753,0.0004354103,0.000486833,0.00001002344,0.0002062656,0.000001538537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000348767,"about_ca_system_score_gemma":0.0005170653,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01158536,"about_ca_topic_score_gemma":0.0003739292,"domain_scores_codex":[0.9991207,0.0001239683,0.0001112253,0.0001891698,0.0001060521,0.000348952],"domain_scores_gemma":[0.9996766,0.00006608631,0.00002574999,0.00007139591,0.00002894704,0.000131264],"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":[0.000004343507,0.000009712002,0.0001033694,0.000005389331,0.00001397544,9.439479e-8,0.07986701,0.000007287096,0.0003310929,0.915362,0.0008157694,0.003479972],"study_design_scores_gemma":[0.0005386428,0.000128879,0.01626897,0.00002725603,0.00001856306,0.000009423923,0.4021678,0.000397126,0.00006372004,0.4907932,0.08923361,0.0003527717],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4197999,0.001673908,0.05771141,0.3216796,0.0003024708,0.0005232491,0.00003164802,0.000746583,0.1975313],"genre_scores_gemma":[0.994481,0.0009010633,0.00009416626,0.0009598511,0.003039995,0.000001742119,0.000003234102,0.000005255061,0.0005137436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.574681,"threshold_uncertainty_score":0.9949966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1943970100","doi":"10.1016/j.polsoc.2015.09.002","title":"Policy analytical capacity: The supply and demand for policy analysis in government","year":2015,"lang":"en","type":"article","venue":"Policy and Society","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":169,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Policy analysis; Work (physics); Public policy; Economics; Public economics; Government (linguistics); Policy studies; Supply and demand; Microeconomics; Political science; Public administration; Economic growth","retraction":null,"screen_n_in":null,"score":{"opus":0.08891595312660672,"gpt":0.4185039380317656,"spread":0.3295879849051589,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002329097,0.0001198857,0.0002286399,0.0001319985,0.0005837774,0.0002764217,0.0002072731,0.0001419896,0.000006150407],"category_scores_gemma":[0.002599792,0.00009121023,0.0001589551,0.001670174,0.000990711,0.0001928591,0.00009302224,0.0001689465,0.000001156698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004047513,"about_ca_system_score_gemma":0.001655896,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0453375,"about_ca_topic_score_gemma":0.006553168,"domain_scores_codex":[0.9981587,0.0002331868,0.0002166898,0.0002435739,0.0005499093,0.0005979613],"domain_scores_gemma":[0.9987007,0.0005208859,0.00005810079,0.0001627423,0.00006988208,0.0004877126],"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":[0.00001306826,0.0000469966,0.0107045,0.00001041667,0.0001389151,3.619415e-7,0.02765447,0.000009844924,0.0000056936,0.9559557,0.003055206,0.002404793],"study_design_scores_gemma":[0.002747883,0.0002257886,0.1485023,0.00001678356,0.0002459499,0.000005973867,0.03801889,0.01236211,0.00005574321,0.2154214,0.5817951,0.0006020817],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4045769,0.0001320768,0.0005012541,0.5438716,0.00002724842,0.0006277952,0.0002637565,0.00003787955,0.04996154],"genre_scores_gemma":[0.9892582,0.0004831033,0.0001675168,0.00528031,0.001068612,0.0000443325,0.000005068212,0.000006252765,0.003686611],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7405344,"threshold_uncertainty_score":0.9610197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1983447748","doi":"10.1016/j.polsoc.2014.10.002","title":"The two orders of governance failure: Design mismatches and policy capacity issues in modern governance","year":2014,"lang":"en","type":"article","venue":"Policy and Society","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":154,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Corporate governance; Argument (complex analysis); Hierarchy; Government (linguistics); Network governance; Order (exchange); Market failure; Law and economics; Public policy; Empirical evidence; Economics; Political science; Business; Law; Market economy; Neoclassical economics; Management; Epistemology","retraction":null,"screen_n_in":null,"score":{"opus":0.04263620521236531,"gpt":0.3638418325139336,"spread":0.3212056273015683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001688188,0.0001058108,0.0001665754,0.00001598709,0.0006335192,0.0001415101,0.0002532504,0.00009827592,0.000004483438],"category_scores_gemma":[0.002254725,0.00008447683,0.00005578356,0.0003867514,0.001283213,0.0002434247,0.00006058137,0.0001744964,9.571899e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008839324,"about_ca_system_score_gemma":0.0006706318,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06673079,"about_ca_topic_score_gemma":0.01295985,"domain_scores_codex":[0.9984851,0.0003359706,0.0001936506,0.0001890684,0.000353042,0.0004432019],"domain_scores_gemma":[0.9986464,0.0008848521,0.0001206162,0.0001525293,0.00005493967,0.0001406072],"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":[0.000008500549,0.00002420241,0.001097681,0.00002358718,0.00001334544,1.116572e-7,0.026553,0.0000144665,0.000172645,0.9593211,0.002539469,0.01023182],"study_design_scores_gemma":[0.002211514,0.0001600132,0.07590459,0.0001144851,0.00001249174,0.000003909109,0.01268092,0.009714358,0.001570078,0.5300555,0.3669745,0.0005976384],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6608678,0.001141201,0.001292245,0.3060406,0.00005716666,0.0005617664,0.00007783487,0.00006019877,0.02990124],"genre_scores_gemma":[0.9915296,0.004838077,0.0006860767,0.0008844768,0.0003664607,0.00001490722,4.205655e-7,0.000006337209,0.001673587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4292657,"threshold_uncertainty_score":0.9394839,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971555857","doi":"10.1016/j.polsoc.2010.03.004","title":"Policy analysis and policy work in federal systems: Policy advice and its contribution to evidence-based policy-making in multi-level governance systems","year":2010,"lang":"en","type":"article","venue":"Policy and Society","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":154,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Work (physics); Policy analysis; Corporate governance; Public administration; Policy studies; Political science; Public policy; Order (exchange); Public economics; Economics; Management; Finance; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.1679909213834969,"gpt":0.489356959801353,"spread":0.3213660384178562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005337303,0.0004258259,0.0009090228,0.001795012,0.0005315993,0.001087122,0.0004773378,0.0003734638,0.00001103344],"category_scores_gemma":[0.01051017,0.0003649122,0.0001986358,0.009520574,0.0001951499,0.001013232,0.0002879978,0.0005338478,0.00001841997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008280825,"about_ca_system_score_gemma":0.002591087,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06257301,"about_ca_topic_score_gemma":0.008750222,"domain_scores_codex":[0.9949786,0.0005875861,0.001263047,0.0009051101,0.001305834,0.0009598026],"domain_scores_gemma":[0.9962405,0.001606967,0.0005926659,0.0005680615,0.0005081976,0.0004836214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003327976,0.0003413346,0.6371726,0.0003748611,0.0003174443,0.000008584677,0.02535502,0.01990466,0.00216564,0.2916988,0.0009215054,0.02140669],"study_design_scores_gemma":[0.001811158,0.00007087327,0.8343166,0.0004173537,0.00003291144,0.00001145444,0.001013231,0.158577,0.00003954406,0.0007212744,0.002531844,0.0004567706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541388,0.001628399,0.001700755,0.04036373,0.0001766506,0.001167033,0.0002731663,0.00006635095,0.0004851382],"genre_scores_gemma":[0.9909441,0.001067303,0.0004648543,0.005212374,0.001200422,0.0001398276,0.000009167671,0.00002199372,0.0009399285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2909776,"threshold_uncertainty_score":0.9999499,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3195207501","doi":"10.1080/14494035.2021.1965379","title":"Procedural policy tools in theory and practice","year":2021,"lang":"en","type":"article","venue":"Policy and Society","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":135,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Public policy; Policy studies; Policy analysis; Neglect; Process (computing); Field (mathematics); Public economics; Management science; Economics; Public relations; Political science; Public administration; Computer science; Psychology; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.07818103768297083,"gpt":0.4777523989822203,"spread":0.3995713612992494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002250592,0.00007024508,0.0001018138,0.00004651762,0.0004618224,0.000316609,0.00008433012,0.0001122118,0.00003674065],"category_scores_gemma":[0.01650075,0.00006936867,0.00004169346,0.0006257392,0.000478676,0.0006072879,0.00007736878,0.0001853045,0.000003641042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008457577,"about_ca_system_score_gemma":0.002764677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004185154,"about_ca_topic_score_gemma":0.0006348583,"domain_scores_codex":[0.9984634,0.0006184868,0.0001257898,0.0001842955,0.0002238104,0.0003842112],"domain_scores_gemma":[0.9979836,0.001603454,0.00003630751,0.00008493755,0.00008964747,0.0002020507],"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":[0.00001116138,0.00004149543,0.0002130545,0.00001564925,0.0000108393,0.000004092312,0.03737959,1.40686e-7,0.000117524,0.9541553,0.0013869,0.006664295],"study_design_scores_gemma":[0.0007660197,0.00004069311,0.02372331,0.00002845711,0.000009314457,0.00005275672,0.1016516,0.00003144993,0.0002072817,0.1543577,0.7188612,0.0002702049],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1659699,0.0004701148,0.00004050994,0.3486832,0.00003393292,0.0002172135,0.00003226004,0.00005229692,0.4845006],"genre_scores_gemma":[0.9700288,0.002375133,0.0003131769,0.01750357,0.0007556219,0.00001683137,0.000004134009,0.000005422372,0.008997357],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8040588,"threshold_uncertainty_score":0.9917837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2028631614","doi":"10.1016/j.polsoc.2008.07.005","title":"Gambling and corporate social responsibility (CSR): Re-defining industry and state roles on duty of care, host responsibility and risk management","year":2008,"lang":"en","type":"article","venue":"Policy and Society","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":130,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University","funders":"Dalhousie University; Ontario Problem Gambling Research Centre","keywords":"Corporate social responsibility; Harm; Public relations; Revenue; Government (linguistics); Social responsibility; Business; Duty of loyalty; Psychological intervention; Duty; Political science; Law; Finance; Psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.114483706694731,"gpt":0.3933873908392225,"spread":0.2789036841444915,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000747018,0.0002306074,0.000351067,0.00008790933,0.0006053465,0.00003271416,0.00005297847,0.0002959003,0.000008232668],"category_scores_gemma":[0.00007767387,0.0002160635,0.00007541959,0.0001958403,0.000672704,0.00007262354,0.0001354934,0.0004409581,0.000001221924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005768397,"about_ca_system_score_gemma":0.00005330032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001318652,"about_ca_topic_score_gemma":0.00007929109,"domain_scores_codex":[0.9982585,0.0003540876,0.0003170681,0.0005776666,0.0001715526,0.0003211033],"domain_scores_gemma":[0.9990051,0.0002733486,0.000244155,0.0002798752,0.00005978116,0.0001377083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009813911,0.0001793627,0.9358021,0.00009049043,0.0001988495,0.00002738259,0.05086769,9.463382e-7,0.00005540062,0.00188799,0.0001426832,0.009765719],"study_design_scores_gemma":[0.002079654,0.000268007,0.9896239,0.00002901026,0.0001172151,0.00001407835,0.005815149,0.000008956839,0.000108778,0.00166986,0.00009246163,0.0001729115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967853,0.0006889001,0.000004419154,0.0001281938,0.00004685055,0.0002727716,0.0003131749,0.00003976546,0.001720553],"genre_scores_gemma":[0.9978135,0.001219471,0.0004181446,0.0001228311,0.00003920118,0.00001631184,0.00001049487,0.00001910888,0.0003409908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05382182,"threshold_uncertainty_score":0.8810813,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1979897275","doi":"10.1016/j.polsoc.2013.07.005","title":"Policy advice through the market: The role of external consultants in contemporary policy advisory systems","year":2013,"lang":"en","type":"article","venue":"Policy and Society","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":126,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Government (linguistics); State (computer science); Public policy; Public administration; Democracy; Politics; Service (business); Franchise; Economics; Political science; Sociology; Public economics; Public relations; Business; Economic growth; Law; Marketing; Economy","retraction":null,"screen_n_in":null,"score":{"opus":0.04526061777476224,"gpt":0.3728493730906158,"spread":0.3275887553158536,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001519094,0.0001541244,0.0002385334,0.0000816933,0.0008160372,0.0002684627,0.0006121662,0.0001709812,0.00006596221],"category_scores_gemma":[0.001705608,0.00009681274,0.0001150787,0.001324181,0.001642163,0.0004966473,0.0001389723,0.0003410678,0.00001446162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001253907,"about_ca_system_score_gemma":0.0046071,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4661717,"about_ca_topic_score_gemma":0.0008218789,"domain_scores_codex":[0.9974401,0.0007914968,0.0004081606,0.0002133169,0.0005294852,0.0006174151],"domain_scores_gemma":[0.998043,0.001089579,0.0001922032,0.0002969991,0.0001984047,0.0001798124],"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":[0.00001231638,0.00006576178,0.002198482,0.00002983891,0.00003286976,4.986928e-7,0.05572818,0.000004137973,0.0002914658,0.929694,0.01037068,0.001571782],"study_design_scores_gemma":[0.001498306,0.00009595844,0.05495924,0.0001491565,0.00001175457,0.00001526881,0.2145702,0.00257019,0.0001926309,0.1575145,0.5679628,0.0004600442],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08637299,0.002360657,0.00003416033,0.1032179,0.00008227613,0.00131486,0.0001420118,0.00007145522,0.8064037],"genre_scores_gemma":[0.9841916,0.00134825,0.00002279528,0.003988232,0.001290605,0.0001098298,0.000001879447,0.00001103238,0.009035799],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8978186,"threshold_uncertainty_score":0.8172796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2898337756","doi":"10.1080/14494035.2018.1504488","title":"Designing for robustness: surprise, agility and improvisation in policy design","year":2018,"lang":"en","type":"article","venue":"Policy and Society","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":121,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Surprise; Computer science; Robustness (evolution); CLARITY; Economics; Risk analysis (engineering); Business; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.05732074791790828,"gpt":0.3660698441419762,"spread":0.308749096224068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002513173,0.000102214,0.0001464232,0.00007150396,0.0008319119,0.00009031003,0.00008214665,0.0001479683,0.000004967728],"category_scores_gemma":[0.0009914153,0.0001043559,0.00005717582,0.0003502935,0.0005573311,0.0002364567,0.00001982669,0.0001153278,7.272498e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001351236,"about_ca_system_score_gemma":0.000513995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02467097,"about_ca_topic_score_gemma":0.001248526,"domain_scores_codex":[0.9987203,0.0002996009,0.0001551609,0.0002263792,0.0001159996,0.0004824966],"domain_scores_gemma":[0.9991314,0.0005561078,0.00003417423,0.00007458884,0.00006283157,0.0001409413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001677717,0.000105805,0.01991807,0.0001922938,0.00006765547,5.955038e-7,0.7499131,0.0002223543,0.003382801,0.1444905,0.001605281,0.07993383],"study_design_scores_gemma":[0.01197938,0.001492541,0.5345165,0.0003417102,0.0001991012,0.00001131458,0.1176002,0.06761722,0.00802703,0.1775877,0.07746434,0.003163018],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5154631,0.0002306204,0.4594345,0.01382345,0.0001113318,0.001290182,0.00002200565,0.0001797801,0.00944512],"genre_scores_gemma":[0.9891746,0.0002849173,0.007996348,0.001021755,0.001211534,0.00003252961,0.000001644398,0.00001049537,0.0002661641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6323129,"threshold_uncertainty_score":0.9818238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1988948314","doi":"10.1016/j.polsoc.2010.09.006","title":"Temporary labour migration: Exploitation, tool of development, or both?","year":2010,"lang":"en","type":"article","venue":"Policy and Society","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":113,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Labour economics; Economics; Political science; Business; Political economy","retraction":null,"screen_n_in":null,"score":{"opus":0.0243773272508305,"gpt":0.3200742049223302,"spread":0.2956968776714997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003679902,0.0000556932,0.00007715276,0.00002110398,0.0003604248,0.00004300464,0.00007358984,0.00009557016,0.0001981977],"category_scores_gemma":[0.0002171426,0.00004728889,0.00003554681,0.0002614646,0.0001662496,0.0001916283,0.0000138441,0.00008400018,0.000003279106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001597184,"about_ca_system_score_gemma":0.000710731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001383225,"about_ca_topic_score_gemma":0.02302494,"domain_scores_codex":[0.9994378,0.00003503322,0.0001607582,0.00009230636,0.0001538592,0.000120223],"domain_scores_gemma":[0.9996235,0.0000795279,0.00007252186,0.00006890632,0.00009272937,0.00006275679],"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":[0.000007276276,0.00005170579,0.02051546,0.00003500547,0.00002345285,2.449271e-7,0.3758612,0.00000123225,0.001352323,0.5873183,0.01069974,0.004134083],"study_design_scores_gemma":[0.0003280113,0.00001705604,0.0377192,0.00000961424,0.000005702568,7.143885e-7,0.03068081,0.0001988256,0.0004077381,0.00328841,0.9271583,0.0001856134],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917947,0.00001632968,0.0002663195,0.003170572,0.00008407736,0.00009592279,0.00001300925,0.00003595277,0.004523123],"genre_scores_gemma":[0.9771968,0.0002965363,0.005169282,0.001280939,0.000308815,0.00001096381,0.00001033858,0.000005301084,0.01572106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9164585,"threshold_uncertainty_score":0.9948023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3036271890","doi":"10.1080/14494035.2020.1783793","title":"Stuck in neutral? Federalism, policy instruments, and counter-cyclical responses to COVID-19 in the United States","year":2020,"lang":"en","type":"article","venue":"Policy and Society","topic":"Fiscal Policies and Political Economy","field":"Economics, Econometrics and Finance","cited_by":101,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Leverage (statistics); Federalism; Medicaid; Recession; Unemployment; Economics; Fiscal federalism; Public economics; Government (linguistics); Revenue; Block grant; Economic policy; Federal budget; Business; Public administration; Political science; Finance; Economic growth; Health care; Decentralization; Macroeconomics; Politics; Fiscal year; Market economy","retraction":null,"screen_n_in":null,"score":{"opus":0.06233898444221715,"gpt":0.3083539819677328,"spread":0.2460149975255157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004027935,0.0001641134,0.000326278,0.0001653837,0.0001501995,0.0001789032,0.0001882449,0.0001122449,0.00002057188],"category_scores_gemma":[0.0005000245,0.0001490647,0.00007354654,0.0006205215,0.0001956125,0.0001189088,0.0001261019,0.0002434543,0.00002194519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001837287,"about_ca_system_score_gemma":0.00008263405,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05184544,"about_ca_topic_score_gemma":0.0004574813,"domain_scores_codex":[0.9986604,0.00006359859,0.0004497557,0.0003206902,0.0000302644,0.0004752968],"domain_scores_gemma":[0.9990606,0.0003272739,0.0000651363,0.0001416336,0.000006651649,0.0003986616],"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":[0.00005638228,0.00005513443,0.06514659,0.00007229139,0.00001958692,0.000002447421,0.03923781,0.00008560473,0.000001617142,0.8863254,0.008872483,0.0001246892],"study_design_scores_gemma":[0.001555976,0.0002020552,0.1918564,0.00001107205,0.000003157769,0.000007236939,0.004546841,0.003855014,0.000004072199,0.08163369,0.715977,0.0003474923],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.723137,0.00008672021,0.00002676237,0.2741038,0.00001382078,0.0001920863,0.0003175484,0.00001419156,0.002108136],"genre_scores_gemma":[0.7485076,0.0006258356,0.00004487296,0.2504863,0.0001844358,0.00002291088,0.00001738831,0.00001032959,0.0001002616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8046917,"threshold_uncertainty_score":0.9544684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3025792992","doi":"10.1080/14494035.2020.1767337","title":"Collaborative crisis management: a plausibility probe of core assumptions","year":2020,"lang":"en","type":"article","venue":"Policy and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":92,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University","funders":"Centrum för naturkatastrofslära, Uppsala Universitet; Uppsala Universitet","keywords":"Core (optical fiber); Political science; Positive economics; Economics; Epistemology; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.03880472819954233,"gpt":0.3471617577796389,"spread":0.3083570295800965,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002036003,0.00006096892,0.0001039819,0.00001402448,0.0003210666,0.0000391099,0.0001330371,0.00004211701,0.00004708321],"category_scores_gemma":[0.00005138531,0.00005549089,0.00006216821,0.0005652229,0.0003581211,0.0001380835,0.00009534449,0.00004992805,0.000005910283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002297607,"about_ca_system_score_gemma":0.00005676392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004922539,"about_ca_topic_score_gemma":0.00009986394,"domain_scores_codex":[0.9993078,0.00004785864,0.000115612,0.0001698833,0.0001966379,0.0001622812],"domain_scores_gemma":[0.9996879,0.00003337654,0.00005708665,0.0000766728,0.00004821083,0.0000967782],"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":[0.00001144126,0.00007162593,0.004656869,0.0001891211,0.00008950873,8.217261e-7,0.3019793,0.000005275983,0.00007170601,0.6620666,0.02920996,0.001647807],"study_design_scores_gemma":[0.0009883996,0.000124203,0.06605802,0.00004672971,0.0001423265,1.129311e-7,0.5955737,0.000355418,0.00008174704,0.03294351,0.3032889,0.0003969588],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4623939,0.0002727342,0.001737094,0.05099834,0.0001161834,0.001436045,0.0001116472,0.0001739373,0.4827601],"genre_scores_gemma":[0.9946806,0.0005142566,0.001292732,0.001831703,0.0001224936,0.00001326819,0.000002222424,0.000003272194,0.00153942],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.629123,"threshold_uncertainty_score":0.2469417,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059001971","doi":"10.1016/j.polsoc.2010.12.006","title":"Charles Lindblom is alive and well and living in punctuated equilibrium land","year":2011,"lang":"en","type":"article","venue":"Policy and Society","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":89,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Punctuated equilibrium; Incrementalism; Orthodoxy; Debt; Subject (documents); Economics; Dynamics (music); Sociology; Positive economics; Keynesian economics; Neoclassical economics; History; Political science; Law; Macroeconomics; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.04042881984509952,"gpt":0.3042312342635085,"spread":0.263802414418409,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005062444,0.0001027644,0.0001485514,0.00003947045,0.0002790486,0.00006412162,0.0000627842,0.0001335576,0.00006458854],"category_scores_gemma":[0.00009194449,0.00009409933,0.00003919058,0.0001556252,0.0003717816,0.0001804278,0.00004867002,0.0001624303,0.000003323396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001839078,"about_ca_system_score_gemma":0.00006917741,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05102114,"about_ca_topic_score_gemma":0.001606598,"domain_scores_codex":[0.9991505,0.000105709,0.0001127864,0.0001950004,0.0000985662,0.0003374535],"domain_scores_gemma":[0.9995816,0.0001748838,0.00002267805,0.00005625753,0.00001548823,0.0001490451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000005883868,0.00002141979,0.2822456,0.00003618535,0.00002223088,0.000001094074,0.7109398,9.812062e-8,0.0001049168,0.004414175,0.0001833986,0.002025183],"study_design_scores_gemma":[0.0007179394,0.00007368071,0.9541945,0.0001145037,0.00003436572,0.000004321541,0.02621581,0.0004337587,0.0001751247,0.004455645,0.01318784,0.000392468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710714,0.0006665543,0.000008418,0.001168752,0.0000209933,0.00009068262,0.000006109387,0.00003386128,0.02693325],"genre_scores_gemma":[0.9947289,0.003030231,0.00008521771,0.001224934,0.0002178453,0.000004067469,6.751335e-7,0.000008267359,0.0006999223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.684724,"threshold_uncertainty_score":0.9552982,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986335590","doi":"10.1016/s1449-4035(02)70003-9","title":"The Changing Role of Consultants in Canadian Policy Analysis","year":2002,"lang":"en","type":"article","venue":"Policy and Society","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":84,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Government of Canada","keywords":"Outsourcing; Government (linguistics); Public policy; Public administration; Service (business); Business; Policy analysis; Economics; Public service; Public relations; Public economics; Marketing; Political science; Economic growth","retraction":null,"screen_n_in":null,"score":{"opus":0.03270648262758281,"gpt":0.3699806682848119,"spread":0.3372741856572291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001031964,0.00005130516,0.0001049353,0.0002810134,0.0008871452,0.00008887195,0.0001695423,0.00007663009,0.00005767192],"category_scores_gemma":[0.001203404,0.00004229843,0.00007510673,0.003626812,0.0004737573,0.00008856794,0.00002389654,0.0001005914,0.000003355958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001551169,"about_ca_system_score_gemma":0.001098658,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8614274,"about_ca_topic_score_gemma":0.7529531,"domain_scores_codex":[0.9988273,0.000119596,0.0001354251,0.00009761903,0.0001978261,0.0006222085],"domain_scores_gemma":[0.9992474,0.0002597052,0.00003948322,0.00009893906,0.00006353691,0.0002909031],"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":[0.000001095248,0.0000199258,0.01600373,0.000003715022,0.00009821329,5.491688e-7,0.1190713,0.000004390195,0.00002502866,0.8543031,0.0008030896,0.009665841],"study_design_scores_gemma":[0.0005477025,0.00003056619,0.09914406,0.00001374502,0.00004540943,0.000001127768,0.09972093,0.01295988,0.0001008356,0.01579498,0.7713337,0.0003070582],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4937776,0.0006562935,0.000003890685,0.1141965,0.00002373742,0.0002293357,0.0001199721,0.0000231375,0.3909696],"genre_scores_gemma":[0.9942337,0.001458994,0.00001142387,0.0007811494,0.000206383,0.000007051668,0.000001460594,0.000002415943,0.00329737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8385081,"threshold_uncertainty_score":0.6823293,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205907410","doi":"10.1093/polsoc/puab009","title":"Re-thinking the coronavirus pandemic as a policy punctuation: COVID-19 as a path-clearing policy accelerator","year":2022,"lang":"en","type":"article","venue":"Policy and Society","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":84,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Pandemic; Government (linguistics); Preparedness; Set (abstract data type); Punctuated equilibrium; Coronavirus; Coronavirus disease 2019 (COVID-19); Status quo; Political science; Path dependence; Conflation; Law and economics; Economics; Positive economics; Political economy; Sociology; Computer science; Law; Microeconomics; Epistemology","retraction":null,"screen_n_in":null,"score":{"opus":0.1016167319965929,"gpt":0.4208354864560356,"spread":0.3192187544594428,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002095158,0.0002739166,0.0003296643,0.0001208882,0.01474902,0.0002937015,0.0006235978,0.000201391,0.0001500092],"category_scores_gemma":[0.003008976,0.0002092591,0.0003482075,0.001603998,0.001148058,0.0002591274,0.0007775588,0.0006829394,0.00002870538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00159709,"about_ca_system_score_gemma":0.005003083,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2753786,"about_ca_topic_score_gemma":0.002633145,"domain_scores_codex":[0.9968113,0.0005822091,0.0003496862,0.0004137876,0.0009280354,0.0009149853],"domain_scores_gemma":[0.9982471,0.000755343,0.000234566,0.0002750201,0.00007253791,0.0004154202],"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":[0.00002202204,0.00003671419,0.001555637,0.00001960292,0.0001124089,0.000003655515,0.4571822,0.00001861506,0.00002238174,0.5320521,0.003138982,0.005835641],"study_design_scores_gemma":[0.0007827189,0.0001020027,0.003382845,0.00001014899,0.00004541015,0.00002217427,0.284211,0.00003476595,0.000005716232,0.3713274,0.3396678,0.0004079177],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3554219,0.001531039,0.00003604307,0.4455279,0.0005579054,0.001438717,0.0001365589,0.0007271793,0.1946227],"genre_scores_gemma":[0.9011144,0.004356072,0.00002921844,0.08288167,0.006157236,0.000183777,0.00000743908,0.00002991477,0.005240257],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5456925,"threshold_uncertainty_score":0.9865336,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2934958963","doi":"10.1080/14494035.2019.1579505","title":"Designing stakeholder learning dialogues for effective global governance","year":2019,"lang":"en","type":"article","venue":"Policy and Society","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Framing (construction); Compromise; Scholarship; Corporate governance; Political science; Institutionalisation; Process (computing); Global governance; Stakeholder; Social learning; Public relations; Sociology; Knowledge management; Computer science; Economics; Management","retraction":null,"screen_n_in":null,"score":{"opus":0.02475651700103498,"gpt":0.2620685672840637,"spread":0.2373120502830288,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002465768,0.0001009491,0.0001181515,0.000001484079,0.0001849804,0.00002958114,0.00007971397,0.0000677162,0.00008397052],"category_scores_gemma":[0.000168854,0.00009429253,0.00008417703,0.0001182091,0.0001310216,0.0001773148,0.00009936293,0.00008375893,0.00003364632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004268354,"about_ca_system_score_gemma":0.00001349571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007155234,"about_ca_topic_score_gemma":0.00004157927,"domain_scores_codex":[0.9992091,0.0000347461,0.00007800189,0.0002546541,0.0001240843,0.0002994213],"domain_scores_gemma":[0.9996021,0.0001842381,0.00006394032,0.00008994004,0.000007664793,0.00005207254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001360036,0.0001448844,0.8573602,0.0004387838,0.0000812123,0.000001684166,0.06872483,0.002666236,0.005419787,0.01663097,0.006606812,0.04178864],"study_design_scores_gemma":[0.001515999,0.000329298,0.917581,0.00004178003,0.00002376742,0.000004798468,0.01234695,0.002144593,0.001348539,0.01177072,0.05242369,0.0004688338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922544,0.0001087722,0.0005552511,0.0004384107,0.00005173072,0.000444208,0.0000339436,0.00003342288,0.006079888],"genre_scores_gemma":[0.9972731,0.000144133,0.0006692844,0.0006622191,0.00009785647,0.00005569636,0.000003686874,0.000007397679,0.001086618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06022086,"threshold_uncertainty_score":0.3845138,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2621148081","doi":"10.1080/14494035.2017.1321230","title":"Policy learning and policy networks in theory and practice: the role of policy brokers in the Indonesian biodiesel policy network","year":2017,"lang":"en","type":"article","venue":"Policy and Society","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Policy learning; Sustainability; Indonesian; Corporate governance; Network governance; Phenomenon; Actor–network theory; Policy analysis; Economics; Palm oil; Business; Sociology; Political science; Computer science; Public administration; Social science; Epistemology; Management","retraction":null,"screen_n_in":null,"score":{"opus":0.01496327315326193,"gpt":0.3689727395027513,"spread":0.3540094663494894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.007159695,0.0003467381,0.0004730484,0.0003479402,0.003568387,0.0005745351,0.0007316169,0.0003986867,0.000003435082],"category_scores_gemma":[0.009150634,0.0002549946,0.0001669017,0.001459513,0.003119933,0.0006217958,0.000304708,0.001173162,0.000001234412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002190922,"about_ca_system_score_gemma":0.001587303,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3531471,"about_ca_topic_score_gemma":0.006606069,"domain_scores_codex":[0.994695,0.002657033,0.0004664301,0.0004361458,0.0004149746,0.001330437],"domain_scores_gemma":[0.9953746,0.003512866,0.0003332185,0.0004504622,0.00006579747,0.0002630154],"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":[0.00007881624,0.000044464,0.04619035,0.00002861961,0.00005949778,0.000001892885,0.2061789,0.0001666113,0.00002425184,0.7154595,0.00007957443,0.03168753],"study_design_scores_gemma":[0.002216973,0.0001749876,0.5906436,0.0002056497,0.00007702218,0.00005156922,0.1777887,0.0008797009,0.000008703833,0.1643776,0.06286229,0.0007131463],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4588853,0.006061558,0.0001372587,0.2817075,0.00009850239,0.001479696,0.00003772794,0.0001187088,0.2514738],"genre_scores_gemma":[0.9685459,0.02000885,0.0000646071,0.006293829,0.004651873,0.00003698139,0.000002664662,0.00003172886,0.0003636247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5510819,"threshold_uncertainty_score":0.9999902,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971387902","doi":"10.1016/j.polsoc.2010.09.004","title":"The missing link: Gender, immigration policy and the Live-in Caregiver Program in Canada","year":2010,"lang":"en","type":"article","venue":"Policy and Society","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa; Acadia University","funders":"","keywords":"Immigration; Citizenship; Vulnerability (computing); Immigration policy; Political science; State (computer science); Face (sociological concept); Economic growth; Public administration; Sociology; Economics; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.01250484649863204,"gpt":0.3041193583972324,"spread":0.2916145118986003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006096099,0.00006458667,0.00007692553,0.00001538364,0.0007087014,0.0001506975,0.00009626414,0.00007578488,0.000003903152],"category_scores_gemma":[0.0002622324,0.00004027093,0.0000310471,0.0002679167,0.0004066025,0.00007414307,0.00002226744,0.0002354558,2.586006e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001665751,"about_ca_system_score_gemma":0.00172057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9746915,"about_ca_topic_score_gemma":0.9985096,"domain_scores_codex":[0.9992528,0.000133524,0.0001191486,0.0001055686,0.0001496726,0.0002393176],"domain_scores_gemma":[0.9994961,0.0002707223,0.00004658377,0.00008426148,0.00003334093,0.00006898826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007094325,0.00001118677,0.00784248,0.000008075174,0.000008671025,5.078509e-7,0.4559006,0.000005900023,0.00002161744,0.4521567,0.000670885,0.08336621],"study_design_scores_gemma":[0.00228423,0.00002027791,0.1811175,0.00002424638,0.00001881278,0.000003102318,0.3158987,0.05135207,0.00001111285,0.03329668,0.4155486,0.0004246099],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9058599,0.0003125614,0.00000845507,0.08797703,0.00009268011,0.0003596399,0.000006650301,0.00001631153,0.005366717],"genre_scores_gemma":[0.995181,0.002055958,0.00007620129,0.001759571,0.0003795249,0.00001818899,0.000001874031,0.000003792137,0.0005238859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.41886,"threshold_uncertainty_score":0.545083,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3036647448","doi":"10.1080/14494035.2020.1783788","title":"Trust, but customize: federalism’s impact on the Canadian COVID-19 response","year":2020,"lang":"en","type":"article","venue":"Policy and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":68,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Gradualism; Punctuated equilibrium; Federalism; Coronavirus disease 2019 (COVID-19); Crisis management; Pandemic; Political science; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Style (visual arts); Political economy; Public administration; Economics; Law; Geography; Politics","retraction":null,"screen_n_in":null,"score":{"opus":0.1302646236683587,"gpt":0.4570717141174394,"spread":0.3268070904490807,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008176408,0.000151696,0.0001950259,0.00002359531,0.004484899,0.00002890098,0.0001201837,0.0001529202,0.0003196785],"category_scores_gemma":[0.001458214,0.00008875391,0.0001553258,0.00017342,0.000142419,0.00003793589,0.00007491677,0.0004795716,0.00009325195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005732862,"about_ca_system_score_gemma":0.00207079,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.45078,"about_ca_topic_score_gemma":0.04488689,"domain_scores_codex":[0.9984009,0.0005837231,0.0001779831,0.0001832125,0.0001372692,0.0005169726],"domain_scores_gemma":[0.9977524,0.001306384,0.00006148536,0.0001454148,0.00003608577,0.0006982524],"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":[0.0003541808,0.000006677963,0.02984818,0.00004461715,0.00009488453,0.000003243278,0.1011342,0.000004494821,0.00001750048,0.02150489,0.8469106,0.00007656244],"study_design_scores_gemma":[0.001703577,0.0001684793,0.1702465,0.00002582204,0.00002993532,0.000001008262,0.02068386,0.0001876545,0.000005603493,0.00217027,0.8045194,0.0002578878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4494467,0.00006372143,0.000002853101,0.5415953,0.00005106012,0.0003244293,0.0001551954,0.0000520518,0.008308641],"genre_scores_gemma":[0.7455859,0.0001322184,0.000005993076,0.2499215,0.0005729402,0.00004360936,0.000004739427,0.00001214898,0.003720979],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4058931,"threshold_uncertainty_score":0.9968112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022361536","doi":"10.1016/j.polsoc.2009.05.005","title":"Conclusion: Governance arrangements and policy capacity for policy integration","year":2009,"lang":"en","type":"article","venue":"Policy and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; University of Regina","funders":"","keywords":"Corporate governance; Policy analysis; Scale (ratio); Political science; Economic system; Public administration; Business; Economics; Public economics; Management","retraction":null,"screen_n_in":null,"score":{"opus":0.01476241727600436,"gpt":0.2552825180619682,"spread":0.2405201007859639,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001066842,0.0001239751,0.0001247942,0.00003366484,0.0001730619,0.00004399901,0.00005608858,0.00007169661,0.000001798084],"category_scores_gemma":[0.00005564799,0.0001110396,0.00006111593,0.0001468296,0.00005597409,0.00005816939,0.00002830424,0.00007960482,9.985373e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001150161,"about_ca_system_score_gemma":0.00001927028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003674675,"about_ca_topic_score_gemma":0.000006720557,"domain_scores_codex":[0.9994295,0.000008575209,0.0001162222,0.0001317354,0.0000855031,0.0002284614],"domain_scores_gemma":[0.9997554,0.00002572454,0.00002718902,0.00009903311,0.00001516031,0.0000774479],"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":[0.0000155752,0.00005236026,0.0001272187,0.0002920981,0.0001394687,6.064553e-7,0.02797942,0.0006496354,0.00403806,0.4422423,0.035537,0.4889263],"study_design_scores_gemma":[0.004164218,0.0004086014,0.05627449,0.0002653319,0.000089424,0.00001622204,0.002492076,0.1017431,0.002780979,0.02361106,0.8070341,0.00112045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8819519,0.001091815,0.01934166,0.02701627,0.0001646812,0.0007978585,0.0001501848,0.0004500379,0.0690356],"genre_scores_gemma":[0.9927561,0.001079338,0.00179981,0.002365591,0.0009552653,0.00001317441,0.000006155507,0.0000113713,0.001013221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7714971,"threshold_uncertainty_score":0.4528061,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2775167728","doi":"10.1080/14494035.2017.1375249","title":"Instrument constituencies and public policy-making: an introduction","year":2017,"lang":"en","type":"article","venue":"Policy and Society","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; University of Saskatchewan","funders":"Lee Kuan Yew School of Public Policy, National University of Singapore; Simon Fraser University; Canada Research Chairs","keywords":"Set (abstract data type); Articulation (sociology); Identification (biology); Bureaucracy; Politics; Process (computing); Political science; Public relations; Action (physics); Public policy; Sociology; Public administration; Computer science; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.05370272842755471,"gpt":0.3682212579684441,"spread":0.3145185295408894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006023624,0.0001054708,0.0001330474,0.00005678644,0.003942491,0.0006741462,0.0001947961,0.0001164455,0.00001936238],"category_scores_gemma":[0.0007460085,0.0001033046,0.00005431404,0.00009768858,0.00176303,0.0008075275,0.00006705785,0.0001679737,0.000002246018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009845124,"about_ca_system_score_gemma":0.0005002931,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0437124,"about_ca_topic_score_gemma":0.002225652,"domain_scores_codex":[0.9989386,0.0001073385,0.000111936,0.0002341063,0.0001810038,0.0004270304],"domain_scores_gemma":[0.999403,0.00004088282,0.00005997764,0.0002221624,0.00004432916,0.0002296235],"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":[0.00000239662,0.00001949222,0.009100461,0.00001212401,0.00002154997,2.557655e-7,0.04711768,4.758177e-7,0.0002057267,0.9208537,0.0006026055,0.0220635],"study_design_scores_gemma":[0.0006372387,0.00007726281,0.1626008,0.00001644339,0.00002513246,0.00001167625,0.0201853,0.0000993324,0.00007256641,0.02508923,0.7908116,0.0003734715],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8065453,0.00009255361,0.00009552951,0.1486796,0.0001540599,0.0001479498,0.00001539127,0.00009951523,0.04417007],"genre_scores_gemma":[0.9930745,0.0007994494,0.0002189198,0.00169918,0.003626212,0.000006715532,0.000002104345,0.000007140191,0.0005657169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8957645,"threshold_uncertainty_score":0.9973543,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206922344","doi":"10.1093/polsoc/puab018","title":"Long-term policy impacts of the coronavirus: normalization, adaptation, and acceleration in the post-COVID state","year":2022,"lang":"en","type":"article","venue":"Policy and Society","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Pandemic; Normalization (sociology); Political science; Public policy; Coronavirus; Development economics; Population; Coronavirus disease 2019 (COVID-19); Public economics; Economic growth; Sociology; Economics; Disease; Infectious disease (medical specialty); Social science; Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.05120057024916202,"gpt":0.3609757265437906,"spread":0.3097751562946285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007835978,0.00008061279,0.0001061342,0.00003912443,0.002349735,0.00005630642,0.0001766611,0.00004245033,0.000006757779],"category_scores_gemma":[0.0003428487,0.00005107786,0.00006704803,0.0006783159,0.0005236369,0.0001838619,0.0001255705,0.000137396,2.184847e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001245829,"about_ca_system_score_gemma":0.0005589835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06136099,"about_ca_topic_score_gemma":0.01402232,"domain_scores_codex":[0.9988152,0.0003552182,0.0001829227,0.0001070944,0.0003054028,0.0002340993],"domain_scores_gemma":[0.9995064,0.000167743,0.0001277995,0.00008831885,0.00006532333,0.00004444009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001094009,0.00003866128,0.07358486,0.00002280982,0.00002571122,2.086695e-7,0.8405443,0.00008465927,0.00003603592,0.08279595,0.0002505221,0.002605268],"study_design_scores_gemma":[0.0004133757,0.00004730291,0.9047788,0.000007856208,0.00001372821,0.000001678587,0.07750695,0.00005570697,0.00001857703,0.01593235,0.001114174,0.00010944],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695997,0.0002600585,0.00001235389,0.02776666,0.00005992028,0.0003463197,0.00006121748,0.00001361629,0.001880182],"genre_scores_gemma":[0.9902313,0.002209164,0.000006334549,0.006989994,0.0003196517,0.0000304341,0.000006624276,0.000005164131,0.0002012756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.831194,"threshold_uncertainty_score":0.9989491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1967051157","doi":"10.1016/j.polsoc.2014.04.005","title":"Comparing sub-national policy workers in Canada and the Czech Republic: Who are they, what they do, and why it matters?","year":2014,"lang":"en","type":"article","venue":"Policy and Society","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Czech; Work (physics); Public policy; Scale (ratio); Political science; Demographic economics; Position (finance); National Policy; Economic growth; Geography; Business; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.02590648269593927,"gpt":0.2920658880860424,"spread":0.2661594053901032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00157392,0.0001339362,0.0002427718,0.00005532552,0.0008104102,0.0004871256,0.0001645767,0.00008260003,0.000006405257],"category_scores_gemma":[0.0002860354,0.0001024568,0.00005481237,0.0002202093,0.0004343377,0.0003940133,0.00006576112,0.0002779188,4.645755e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002633316,"about_ca_system_score_gemma":0.0007874236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9812551,"about_ca_topic_score_gemma":0.9602768,"domain_scores_codex":[0.9984498,0.0003735107,0.000181201,0.0002292618,0.0003334894,0.0004327582],"domain_scores_gemma":[0.9989879,0.0006430754,0.00006087208,0.0001016337,0.00004214392,0.0001644007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003574508,0.00001655366,0.4194543,0.00006467165,0.00008233872,7.09982e-7,0.3221345,0.0001008529,0.000008822714,0.2388244,0.01131558,0.007961465],"study_design_scores_gemma":[0.002546707,0.00001417005,0.7481309,0.0002661399,0.0000245254,0.000007482347,0.1475433,0.002121906,0.000006276372,0.03520469,0.06367252,0.0004613996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8095313,0.0002968384,0.00002259883,0.1780239,0.00004859315,0.0001688457,0.000007532753,0.00002134888,0.01187898],"genre_scores_gemma":[0.9696587,0.002215234,0.00001484928,0.0274639,0.0004740406,0.00001150509,0.000001552846,0.000009501157,0.0001507721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3286766,"threshold_uncertainty_score":0.6233101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401206852","doi":"10.1093/polsoc/puae025","title":"When AIs become oracles: generative artificial intelligence, anticipatory urban governance, and the future of cities","year":2024,"lang":"en","type":"article","venue":"Policy and Society","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trinity College","funders":"Irish Research Council","keywords":"Generative grammar; Corporate governance; Political science; Sociology; Artificial intelligence; Computer science; Economics; Management","retraction":null,"screen_n_in":null,"score":{"opus":0.01893643421615621,"gpt":0.2516289936371232,"spread":0.232692559420967,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001037958,0.00009757203,0.0001472284,0.0000195025,0.00008838806,0.00005935645,0.00006995979,0.00008865441,0.00001165731],"category_scores_gemma":[0.00001264809,0.00006568181,0.00007307895,0.0001155971,0.0004776173,0.00007749638,0.00005026807,0.0001510593,0.000001071932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001952294,"about_ca_system_score_gemma":0.00001835803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001113729,"about_ca_topic_score_gemma":0.00002807583,"domain_scores_codex":[0.9995607,0.00001018723,0.0001310657,0.00009266082,0.00006927904,0.0001361404],"domain_scores_gemma":[0.999759,0.0001039925,0.0000150774,0.00009126606,0.00001266024,0.00001795745],"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":[0.000003708644,0.000003192428,0.0001736428,0.0001914465,0.0001182031,8.018567e-7,0.03267813,0.00005000228,0.0000618527,0.9328083,0.01224608,0.0216646],"study_design_scores_gemma":[0.0004038979,0.0001199522,0.004938516,0.0002891607,0.0001630463,0.00002026688,0.08943855,0.1261845,0.01164828,0.4911883,0.2747875,0.0008181731],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9131272,0.07098334,0.002391298,0.006879846,0.0008183487,0.00024449,0.0002177857,0.0005753177,0.004762349],"genre_scores_gemma":[0.9867507,0.01195572,0.000336109,0.0001512548,0.0006474227,0.00001275709,0.000001403304,0.0000117052,0.00013289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4416201,"threshold_uncertainty_score":0.2678426,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1988867431","doi":"10.1016/j.polsoc.2010.12.002","title":"Lindblom’s lament: Incrementalism and the persistent pull of the status quo","year":2011,"lang":"en","type":"article","venue":"Policy and Society","topic":"Economic Theory and Institutions","field":"Economics, Econometrics and Finance","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Incrementalism; Status quo; Lament; Anachronism; Perplexity; Economics; Positive economics; Law and economics; Sociology; Political science; Law; Computer science; Philosophy; Market economy; Politics","retraction":null,"screen_n_in":null,"score":{"opus":0.04446214656847085,"gpt":0.21522489533746,"spread":0.1707627487689891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004115694,0.00006621406,0.0001481528,0.00001560391,0.0002658092,0.00001854977,0.0001046047,0.00004672517,0.00007056703],"category_scores_gemma":[0.00004480298,0.00004540536,0.0001667084,0.00005685658,0.0005964364,0.00008325775,0.00009935218,0.00008696425,0.000007637924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004155425,"about_ca_system_score_gemma":0.00002081547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002581352,"about_ca_topic_score_gemma":0.00002954735,"domain_scores_codex":[0.9994594,0.00001927615,0.000224277,0.0001222968,0.00001130358,0.0001634511],"domain_scores_gemma":[0.999608,0.00003517926,0.0001376839,0.0001690747,0.000006603585,0.00004344743],"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":[0.000008567285,0.00002030312,0.009579962,0.00001011068,0.00006880097,1.827066e-8,0.01802489,0.000001197281,0.000003700679,0.9720199,0.0001520096,0.0001105271],"study_design_scores_gemma":[0.005113491,0.0001160053,0.1896172,0.00004001385,0.00008678529,0.00001445113,0.01369078,0.001400801,0.0004559477,0.6574246,0.1315873,0.0004525845],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8919244,0.001960504,0.00002615237,0.001295648,0.0001291232,0.0001655165,0.0001604308,0.000006713929,0.1043315],"genre_scores_gemma":[0.9956879,0.002175479,0.00007805775,0.001303686,0.00006220623,0.000008921646,0.000001370501,0.000004168474,0.0006781823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3145953,"threshold_uncertainty_score":0.390225,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018663764","doi":"10.1016/j.polsoc.2010.07.003","title":"Reflections on the evolving landscape of social enterprise in North America","year":2010,"lang":"en","type":"article","venue":"Policy and Society","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Commercialization; Marketization; Civil society; Context (archaeology); Welfare state; Corporatism; Sociology; Political economy; Political science; Economic system; Economics; Public administration; Politics; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.02076849429043095,"gpt":0.2907433058244571,"spread":0.2699748115340261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000902431,0.00005779426,0.00007977965,0.00003053139,0.0002585867,0.00004769036,0.00007534152,0.00002535733,0.00005414613],"category_scores_gemma":[0.0001068571,0.00003874926,0.00006163888,0.0003080373,0.0001011744,0.0001261638,0.00006596694,0.0001385795,0.00000603292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000395585,"about_ca_system_score_gemma":0.000007623709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001138434,"about_ca_topic_score_gemma":0.001075095,"domain_scores_codex":[0.9996221,0.000004684306,0.00009569159,0.00008818847,0.00006945805,0.0001198699],"domain_scores_gemma":[0.9997723,0.00006280452,0.0000691459,0.0000635406,0.00002853034,0.00000366938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001884627,0.0001476298,0.8498352,0.00008743412,0.00006168416,5.375442e-7,0.02043144,0.00002148463,0.0006983207,0.09854688,0.0246548,0.005495812],"study_design_scores_gemma":[0.0002329479,0.00001031329,0.9258772,0.00001202254,0.00001567258,1.864562e-7,0.006441013,0.0004769294,0.00001245386,0.001431607,0.06537299,0.0001167277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9514338,0.00001855885,0.000001579045,0.005681102,0.00006433838,0.00004976913,0.000002381916,0.00001377528,0.04273469],"genre_scores_gemma":[0.9951738,0.00005997453,0.00001584692,0.004012246,0.0006776526,0.000007184209,0.00000155262,0.000003650462,0.0000481362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09711527,"threshold_uncertainty_score":0.1988866,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2950193115","doi":"10.1080/14494035.2019.1626079","title":"Into the ordinary: non-elite actors and the mobility of harm reduction policies","year":2019,"lang":"en","type":"article","venue":"Policy and Society","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Elite; Scholarship; Harm reduction; Public relations; Public administration; Harm; Discipline; Sociology; Political science; Policy transfer; Service (business); Economics; Politics; Law; Economy","retraction":null,"screen_n_in":null,"score":{"opus":0.01505542282612536,"gpt":0.3260253109686214,"spread":0.310969888142496,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001264528,0.00007614247,0.0001416124,0.0000158033,0.0007197186,0.00005215867,0.0001345952,0.00007525415,0.00001330786],"category_scores_gemma":[0.0001089649,0.00004329343,0.0001100332,0.0002436376,0.001483602,0.0001292897,0.00004415519,0.0001769165,0.000001994501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003501092,"about_ca_system_score_gemma":0.0001131434,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09818215,"about_ca_topic_score_gemma":0.0001422378,"domain_scores_codex":[0.9991762,0.0002126189,0.0001205979,0.0001255428,0.0001561096,0.0002089213],"domain_scores_gemma":[0.9994487,0.0002805208,0.0000420654,0.0001404649,0.00003420593,0.00005401103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002580437,0.00001730582,0.003976329,0.00003521551,0.00004009279,1.420245e-8,0.8748461,0.000005420914,0.0006006709,0.1146115,0.0003322759,0.005509245],"study_design_scores_gemma":[0.002524558,0.0001322887,0.3721644,0.00007346689,0.0001201392,0.000004156205,0.4164073,0.0005321119,0.0007778366,0.04473561,0.1621087,0.0004194424],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625075,0.0002119453,0.00001206129,0.01692106,0.00006837228,0.0002359954,0.000003344502,0.00001734727,0.02002235],"genre_scores_gemma":[0.9957896,0.002155511,0.00002423746,0.0006427446,0.0003578999,0.000007769929,6.009233e-7,0.000004650767,0.001016932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4584388,"threshold_uncertainty_score":0.9078231,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2757288767","doi":"10.1080/14494035.2017.1377987","title":"How instrument constituencies shape policy transfer: a case study from Ghana","year":2017,"lang":"en","type":"article","venue":"Policy and Society","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Governo Brasil","keywords":"Policy transfer; Conditional cash transfer; Policy analysis; Latin Americans; Public policy; Cash; Dozen; Developing country; Public economics; Economics; Public administration; Political science; Economic growth; Macroeconomics","retraction":null,"screen_n_in":null,"score":{"opus":0.06853469962024589,"gpt":0.3562374092911051,"spread":0.2877027096708592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004881643,0.0001952533,0.0002705855,0.00005524477,0.00481828,0.000936664,0.0003541768,0.0001505439,0.00003368954],"category_scores_gemma":[0.0003439963,0.0001851176,0.0001857501,0.0001398001,0.001238229,0.0005221583,0.00006627171,0.0002742408,0.000004591622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001356204,"about_ca_system_score_gemma":0.000669416,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5855207,"about_ca_topic_score_gemma":0.03568977,"domain_scores_codex":[0.998435,0.0001892993,0.0001602464,0.0003322961,0.0003171647,0.0005660548],"domain_scores_gemma":[0.999107,0.0001462376,0.00004159401,0.0003341326,0.00004448452,0.0003265672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001211822,0.0002011097,0.02971322,0.00002106401,0.0002647571,0.0001763884,0.8369538,7.718777e-7,0.0001773634,0.08886117,0.0004410044,0.04317724],"study_design_scores_gemma":[0.004469387,0.0003031114,0.06817736,0.00006495527,0.0002454332,0.00009069205,0.7967299,0.0002279998,0.0001546657,0.005424438,0.1230186,0.001093396],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635794,0.0001035857,0.00007678397,0.02186848,0.00008326684,0.0003392183,0.0001004036,0.00008087535,0.01376804],"genre_scores_gemma":[0.9951819,0.0003735645,0.00007742596,0.001508815,0.001580901,0.00002487361,0.000002061132,0.0000134789,0.00123702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5498309,"threshold_uncertainty_score":0.9964773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2029728545","doi":"10.1016/j.polsoc.2010.12.004","title":"Assessing incrementalism: Formative assumptions, contemporary realities","year":2011,"lang":"en","type":"article","venue":"Policy and Society","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Incrementalism; Politics; Positive economics; Rationality; Economics; Sociology; Sketch; Epistemology; Law and economics; Political science; Law; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.2340905422000044,"gpt":0.4271194306311421,"spread":0.1930288884311377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005543412,0.00005807562,0.00009249878,0.00001601611,0.0006313536,0.00009516039,0.00004695909,0.000074805,0.00004904156],"category_scores_gemma":[0.00008041769,0.00005275126,0.0000532379,0.00009872835,0.0002684507,0.000660559,0.00001931647,0.00006704856,0.000008616761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008519983,"about_ca_system_score_gemma":0.0001535664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1260047,"about_ca_topic_score_gemma":0.0005999876,"domain_scores_codex":[0.9992241,0.0001833981,0.0001494387,0.00007948829,0.0001360213,0.0002276139],"domain_scores_gemma":[0.9996517,0.00008198658,0.00005658201,0.00005208427,0.00004115826,0.0001164384],"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":[0.000001607137,0.00002127011,0.01325195,0.00001870313,0.00001872808,1.999306e-7,0.1500023,2.178242e-8,0.00004225218,0.8324344,0.003812659,0.0003958552],"study_design_scores_gemma":[0.0009349034,0.0001544331,0.3836333,0.0001600847,0.00005392287,0.000002631551,0.2401368,0.0001841277,0.001045618,0.2762826,0.09666705,0.0007445024],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.663729,0.0001172629,0.0002030335,0.0019573,0.0000867366,0.0001571545,0.00001420576,0.00007772486,0.3336576],"genre_scores_gemma":[0.9977107,0.00003964823,0.0002027773,0.0009387369,0.0003345174,0.00001427737,0.000005170694,0.000003978452,0.0007502102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5561519,"threshold_uncertainty_score":0.8798153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2023738607","doi":"10.1016/s1449-4035(03)70012-5","title":"W(h)ither Women's Equality? Neoliberalism, Institutional Change and Public Policy in British Columbia","year":2003,"lang":"en","type":"article","venue":"Policy and Society","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ideology; Public administration; Neoliberalism (international relations); Government (linguistics); Christian ministry; Political science; Democracy; Public policy; Sociology; Political economy; Politics; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.07399414088829825,"gpt":0.3347905394758289,"spread":0.2607963985875307,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005799306,0.0000593591,0.0001140352,0.00003682766,0.0006381311,0.000462271,0.00005980015,0.0001246675,0.00006654684],"category_scores_gemma":[0.0002275008,0.00008836567,0.00004170068,0.0003499047,0.0005287163,0.0002895272,0.00003412768,0.00009997228,0.000001467635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002192871,"about_ca_system_score_gemma":0.0004913011,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5795872,"about_ca_topic_score_gemma":0.1243499,"domain_scores_codex":[0.9988003,0.0001846685,0.0001414464,0.0001890716,0.0001971432,0.0004874196],"domain_scores_gemma":[0.9995827,0.00004718154,0.00003886804,0.00006680789,0.00003760375,0.0002268221],"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":[4.309067e-7,0.00006962506,0.06901455,0.00002826608,0.0000185494,0.000001739616,0.1227756,4.392928e-7,0.000007436966,0.8032007,0.0009631064,0.003919561],"study_design_scores_gemma":[0.001131826,0.00002472163,0.4116348,0.0000177181,0.00000542121,0.00001755673,0.04166479,0.00003570906,0.00000205693,0.2505799,0.2945466,0.0003389017],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666817,0.0002334808,0.00001282826,0.008608281,0.00006768011,0.0001815583,0.00002633142,0.00002551547,0.02416263],"genre_scores_gemma":[0.9870104,0.00119054,0.00008863409,0.007627155,0.0005348395,0.0000493232,0.00000441343,0.000006607937,0.003488138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5526208,"threshold_uncertainty_score":0.8916284,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2016024447","doi":"10.1016/j.polsoc.2014.07.002","title":"Largely a matter of degrees: Quality assurance and Canadian universities","year":2014,"lang":"en","type":"article","venue":"Policy and Society","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":36,"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":"Quality assurance; Decentralization; Accreditation; Public administration; Higher education; Quality (philosophy); Government (linguistics); Political science; Function (biology); Economic growth; Business; Public relations; Economics; Marketing; Service (business)","retraction":null,"screen_n_in":null,"score":{"opus":0.01953730256091395,"gpt":0.3212994188629029,"spread":0.301762116301989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003270381,0.00003482864,0.00006800767,0.00001331317,0.000269574,0.00001937516,0.00004247987,0.00004235507,0.00005425363],"category_scores_gemma":[0.00003653797,0.00003486305,0.00002115589,0.00008168678,0.0001802555,0.00008236138,0.000008753365,0.0000296799,0.000004832192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008483006,"about_ca_system_score_gemma":0.0007383417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5778057,"about_ca_topic_score_gemma":0.1628292,"domain_scores_codex":[0.9995866,0.00005502612,0.00006248375,0.00006998462,0.00008946435,0.0001364494],"domain_scores_gemma":[0.9996966,0.00007746903,0.00003535837,0.00004224011,0.00004108322,0.0001072431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001564399,0.00001154167,0.3709628,0.00004598555,0.00002237585,6.947915e-8,0.3042963,8.067345e-7,0.000009724332,0.2896917,0.03391143,0.001045727],"study_design_scores_gemma":[0.00007992216,0.0000027002,0.6915814,0.000007811302,0.000001979793,7.367341e-8,0.01497663,0.000002442228,0.00000526796,0.000993163,0.2922966,0.00005197441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9141718,0.00008714641,0.00004651246,0.01126888,0.00005963167,0.00004172308,0.00001862887,0.000007048641,0.0742986],"genre_scores_gemma":[0.9911205,0.0002062891,0.000594496,0.002495274,0.0001104229,0.000001139893,8.554095e-7,0.000001647412,0.005469393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4149765,"threshold_uncertainty_score":0.852447,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080197779","doi":"10.1016/j.polsoc.2010.06.001","title":"From shopping to social innovation: Getting public financing right in Canada","year":2010,"lang":"en","type":"article","venue":"Policy and Society","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Queen's University; Carleton University","funders":"","keywords":"Context (archaeology); Citizenship; Politics; Finance; Public funding; State (computer science); Business; Welfare state; Economics; Public sector; Public administration; Public economics; Political science; Economy","retraction":null,"screen_n_in":null,"score":{"opus":0.04509508956889614,"gpt":0.2556679774426177,"spread":0.2105728878737216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004060198,0.0000877531,0.0001988358,0.0001013636,0.0003390747,0.0001027496,0.0001352526,0.00008258654,0.00009237344],"category_scores_gemma":[0.0003101036,0.0001113684,0.00003653679,0.0007001415,0.00002441556,0.0001787456,0.00009804065,0.0003253492,0.000007239262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003600206,"about_ca_system_score_gemma":0.0005005728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8457813,"about_ca_topic_score_gemma":0.7655056,"domain_scores_codex":[0.999205,0.000008790407,0.0003242532,0.0001481725,0.00003171757,0.0002820503],"domain_scores_gemma":[0.9996414,0.00007936046,0.0001045395,0.00009439892,0.00002579343,0.00005456433],"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":[0.000002369525,0.0000292685,0.396233,0.00001739017,0.00005073523,0.000001762657,0.05298096,0.000002262612,0.0002206048,0.5231967,0.01052941,0.01673551],"study_design_scores_gemma":[0.0003725229,0.000004066411,0.8743954,0.000008884024,0.00000106609,4.652073e-7,0.002410407,0.0003941196,0.00002843288,0.03454226,0.08752038,0.0003220085],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758697,0.00002886689,0.00008898466,0.01389824,0.0001933338,0.00006244614,0.00006284945,0.00001185092,0.009783791],"genre_scores_gemma":[0.9948125,0.00001355885,0.000651721,0.003791491,0.0005340312,0.000006334888,0.00001754428,0.000008517716,0.0001642498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4886545,"threshold_uncertainty_score":0.454147,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170513177","doi":"10.1016/j.polsoc.2014.05.002","title":"Nonprofit engagement with provincial policy officials: The case of NGO policy voice in Canadian immigrant settlement services","year":2014,"lang":"en","type":"article","venue":"Policy and Society","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada; Kansainvälisen Liikkuvuuden ja Yhteistyön Keskus","keywords":"Settlement (finance); Government (linguistics); Immigration; Public administration; Public policy; Work (physics); Public relations; Political science; Economic growth; Business; Economics; Finance; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.01422305742380682,"gpt":0.307442845296026,"spread":0.2932197878722192,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002098773,0.0001826894,0.0002414021,0.000165033,0.001023985,0.00008983107,0.0002729834,0.0001204807,0.00001448242],"category_scores_gemma":[0.0002360179,0.0001344233,0.00009377298,0.0008313089,0.0003562315,0.0001390077,0.00007975192,0.0002322363,0.000003485217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005538988,"about_ca_system_score_gemma":0.002285528,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960175,"about_ca_topic_score_gemma":0.987815,"domain_scores_codex":[0.998084,0.0003253359,0.0002798888,0.0002583947,0.000254776,0.0007976093],"domain_scores_gemma":[0.9990495,0.0002225962,0.00012237,0.0002256699,0.00008104779,0.0002987832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003447425,0.00009597765,0.06277207,0.000345978,0.0001129978,0.00002362648,0.4990603,0.00005828273,0.0002928142,0.4257604,0.0002902573,0.0111528],"study_design_scores_gemma":[0.003404759,0.0006827593,0.3432173,0.0004982473,0.0001795297,0.00008903602,0.3052665,0.003691941,0.0009173068,0.006776212,0.3335163,0.001760059],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737936,0.00006855313,0.00002406812,0.01305439,0.00005111891,0.0006170957,0.0001307052,0.00003028742,0.0122302],"genre_scores_gemma":[0.9951254,0.0001040127,0.0001163556,0.002623665,0.001759348,0.00004308961,0.000004910468,0.00001744074,0.0002058512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4189842,"threshold_uncertainty_score":0.7875769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965829995","doi":"10.1016/s1449-4035(04)70031-4","title":"The Politics of SARS – Rational Responses or Ambiguity, Symbols and Chaos?","year":2004,"lang":"en","type":"article","venue":"Policy and Society","topic":"Disaster Response and Management","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ambiguity; Politics; Perspective (graphical); Process (computing); Set (abstract data type); Selection (genetic algorithm); Point (geometry); Public relations; Event (particle physics); Political science; Sociology; Computer science; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.116243797649379,"gpt":0.4684406332783692,"spread":0.3521968356289902,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005370083,0.00007174784,0.0001091788,0.00002074269,0.0009241112,0.00001565225,0.0000696937,0.00006465377,0.0000109932],"category_scores_gemma":[0.0002615595,0.00004463477,0.00004195129,0.00008572838,0.0002112763,0.00005175857,0.0001588368,0.0001190017,0.00000565338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004870087,"about_ca_system_score_gemma":0.0003757633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005904884,"about_ca_topic_score_gemma":0.00008705192,"domain_scores_codex":[0.9991676,0.0001495468,0.0002048698,0.000100495,0.0001251234,0.0002524126],"domain_scores_gemma":[0.9991482,0.0005346243,0.00007170826,0.000136751,0.00004234402,0.00006635601],"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":[0.0001593297,0.00004156669,0.000963616,0.000184829,0.00006963119,0.000001020412,0.04451352,0.000001250767,0.0002419522,0.9412212,0.01149316,0.00110894],"study_design_scores_gemma":[0.00462785,0.000380067,0.2200279,0.0003589647,0.00009520016,0.000009748072,0.08321346,0.00006099682,0.0003821742,0.2040071,0.486463,0.0003734941],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695487,0.0001953882,0.0001432861,0.02016695,0.00008199805,0.0003755271,0.00005422874,0.00002238831,0.009411522],"genre_scores_gemma":[0.9649676,0.001325338,0.0002296277,0.006585136,0.0002417991,0.00003968285,0.000003444102,0.000008888104,0.02659846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7372141,"threshold_uncertainty_score":0.710761,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4280516068","doi":"10.1093/polsoc/puac021","title":"COVID-19, crisis responses, and public policies: from the persistence of inequalities to the importance of policy design","year":2022,"lang":"en","type":"article","venue":"Policy and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Inequality; Public policy; Social inequality; Coronavirus disease 2019 (COVID-19); Nexus (standard); Political science; Sociology; Economics; Development economics; Economic growth; Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.2306839757100007,"gpt":0.4488258836083356,"spread":0.2181419078983349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001652039,0.0001221756,0.0002539582,0.0000509793,0.00271738,0.00001076029,0.0002783789,0.00005166145,0.00007933062],"category_scores_gemma":[0.002814309,0.00007485614,0.00009956255,0.0005032293,0.0003413709,0.00005393341,0.0006543149,0.0002579162,6.156561e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001731662,"about_ca_system_score_gemma":0.001160918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0576357,"about_ca_topic_score_gemma":0.0009017873,"domain_scores_codex":[0.997731,0.001082884,0.0003808339,0.0001832215,0.0002656674,0.0003563571],"domain_scores_gemma":[0.995303,0.003914899,0.0002310277,0.0003196364,0.00008158547,0.0001498525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008896334,0.00002864563,0.1358952,0.0001106485,0.0001371702,2.020203e-7,0.546056,0.000007636316,0.00007407839,0.08771405,0.2297925,0.00009484094],"study_design_scores_gemma":[0.0005512304,0.000173499,0.08344035,0.00001910874,0.00004416132,0.00000111662,0.6947562,0.00001625407,0.00001481276,0.01275288,0.2080797,0.0001506535],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.523716,0.001739125,0.0001027186,0.472628,0.00004517463,0.0004828488,0.0007604195,0.00002353724,0.000502171],"genre_scores_gemma":[0.9039871,0.001220642,0.00009997767,0.09335471,0.0002794859,0.0001785143,0.00000598316,0.00001068587,0.0008629471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3802711,"threshold_uncertainty_score":0.9985809,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2019563246","doi":"10.1016/j.polsoc.2008.07.006","title":"Gender mainstreaming in Canada and Australia: A comparative analysis","year":2008,"lang":"en","type":"article","venue":"Policy and Society","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Gender mainstreaming; Mainstreaming; Context (archaeology); Political science; Public administration; Public relations; Sociology; Comparative research; Economic growth; Gender equality; Social science; Gender studies; Law; Geography; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.1239138668714684,"gpt":0.3783819590252636,"spread":0.2544680921537952,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009532041,0.00004471079,0.0001041476,0.00003103959,0.000304659,0.00001488855,0.00002778244,0.00003248795,0.000009595083],"category_scores_gemma":[0.00001193816,0.00004250451,0.00003442438,0.0003120892,0.0001601553,0.00004664566,0.00001419542,0.00005544155,2.49475e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001663997,"about_ca_system_score_gemma":0.0005703379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951369,"about_ca_topic_score_gemma":0.9804361,"domain_scores_codex":[0.9994561,0.00005192721,0.0000789389,0.0001031445,0.0001206232,0.0001892876],"domain_scores_gemma":[0.9997795,0.00005354199,0.00002313423,0.00003665444,0.00001712722,0.00009003806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[6.212541e-7,0.000008735576,0.7611549,0.000005057178,0.0001099764,0.000003225769,0.2122637,0.00007865343,0.000008271057,0.02576906,0.0005354775,0.00006233533],"study_design_scores_gemma":[0.0001201486,0.000001806651,0.9492036,8.693951e-7,0.00002381787,0.000001038054,0.04873317,0.0003593357,0.00001204863,0.0008982896,0.0005843297,0.00006156275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919833,0.00003894473,0.00001694093,0.0003942944,0.00001359562,0.00004442282,0.000007877618,0.00000337116,0.007497264],"genre_scores_gemma":[0.9987127,0.0002724225,0.000112088,0.0002150092,0.00006608422,0.000002327485,0.000002639023,0.000001015814,0.0006156887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1880487,"threshold_uncertainty_score":0.2343221,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210946363","doi":"10.1093/polsoc/puac002","title":"COVID-19, poverty reduction, and partisanship in Canada and the United States","year":2022,"lang":"en","type":"article","venue":"Policy and Society","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval; McGill University","funders":"","keywords":"Poverty; Politics; Development economics; Culture of poverty; Poverty reduction; Political science; Pandemic; Status quo; Social policy; State (computer science); Welfare state; Economic growth; Political economy; Coronavirus disease 2019 (COVID-19); Economics; Basic needs; Disease; Law; Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.03619934962159413,"gpt":0.323957979571439,"spread":0.2877586299498449,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007486694,0.00006750319,0.0001212694,0.00002158372,0.002709585,0.00003212446,0.00006314948,0.00002891529,0.00001604007],"category_scores_gemma":[0.0004008871,0.00004710375,0.00002545463,0.0004176924,0.0008913903,0.00004829679,0.0001072597,0.0001660844,7.171727e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004082128,"about_ca_system_score_gemma":0.001304697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9962396,"about_ca_topic_score_gemma":0.919418,"domain_scores_codex":[0.999027,0.0003187255,0.0001089018,0.0001210897,0.0001761179,0.0002482118],"domain_scores_gemma":[0.9993805,0.0003631822,0.0000430763,0.00004660981,0.00001404408,0.0001526337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004115096,0.00001387697,0.02415967,0.00003198355,0.00006305551,0.000001432328,0.6840061,0.00007448128,0.000001533234,0.2365057,0.05446838,0.0006326966],"study_design_scores_gemma":[0.001230135,0.00001798918,0.02457792,0.000003067552,0.0000200685,0.000006090608,0.6346099,0.0002198891,0.000001831166,0.135334,0.203792,0.0001870689],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8187785,0.000634356,9.177881e-7,0.177679,0.00009726157,0.0002037624,0.00005579304,0.00001599987,0.00253444],"genre_scores_gemma":[0.9690095,0.007656964,0.000004207997,0.0222705,0.0002267526,0.00002955901,0.000004496625,0.000003674208,0.0007943125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1554085,"threshold_uncertainty_score":0.9985887,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2114364759","doi":"10.1016/s1449-4035(06)70083-2","title":"Social Economy Policies as Flanking for Neoliberalism: Transnational Policy Solutions, Emergent Contradictions, Local Alternatives","year":2006,"lang":"en","type":"article","venue":"Policy and Society","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Neoliberalism (international relations); Vision; Political economy; Consolidation (business); Sociology; Social capital; Social policy; Economics; Political science; Market economy; Social science","retraction":null,"screen_n_in":null,"score":{"opus":0.03624334561032592,"gpt":0.3560896615897587,"spread":0.3198463159794328,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000441004,0.0001991167,0.0002715604,0.0001110078,0.004901364,0.0001221935,0.0001555988,0.0002075824,0.00001419901],"category_scores_gemma":[0.00007013369,0.0001929548,0.0003863186,0.0003368412,0.001440709,0.0002919736,0.00004076777,0.0001410372,0.000002596894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003552231,"about_ca_system_score_gemma":0.0006423066,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05188664,"about_ca_topic_score_gemma":0.002680506,"domain_scores_codex":[0.9983332,0.0001070238,0.0003256699,0.0002494807,0.0002375346,0.0007470974],"domain_scores_gemma":[0.9993346,0.0002235134,0.0001246377,0.0000612898,0.0001366473,0.0001193556],"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":[0.000008144418,0.0000478405,0.0001315655,0.00001547929,0.0001217696,1.293085e-7,0.04799246,0.000018344,0.00001281488,0.9346761,0.01586038,0.001115031],"study_design_scores_gemma":[0.0007100305,0.00002622412,0.004994137,0.00000467217,0.00003840674,0.000001734576,0.01200764,0.0001541738,0.00003897963,0.76318,0.2185907,0.0002533077],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04707915,0.0007673747,0.004243644,0.7117004,0.0003561217,0.001163059,0.0003248354,0.0003639145,0.2340014],"genre_scores_gemma":[0.9771707,0.0008609506,0.0001554663,0.005826653,0.01128142,0.0001476394,0.00003892257,0.00002042336,0.004497829],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9300916,"threshold_uncertainty_score":0.9963941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064349261","doi":"10.1016/j.polsoc.2013.07.003","title":"Appointed political staffs and the diversification of policy advisory sources: Theory and evidence from Canada","year":2013,"lang":"en","type":"article","venue":"Policy and Society","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":29,"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":"Politics; Bridging (networking); Diversification (marketing strategy); Public relations; Public administration; Political system; Empirical evidence; Political science; Sociology; Business; Law; Marketing; Computer science; Democracy","retraction":null,"screen_n_in":null,"score":{"opus":0.03713184779409127,"gpt":0.3419847582245896,"spread":0.3048529104304983,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00110371,0.00007949999,0.000135615,0.00002902292,0.0006198271,0.0001274214,0.0001644708,0.00007815945,0.00004943976],"category_scores_gemma":[0.003195733,0.00005729135,0.00003925409,0.0002018923,0.002761427,0.000244417,0.0001005189,0.0001334865,0.000001020301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009306612,"about_ca_system_score_gemma":0.001906326,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9585909,"about_ca_topic_score_gemma":0.08645237,"domain_scores_codex":[0.9985228,0.0005226482,0.000155229,0.00016397,0.0002965427,0.0003387975],"domain_scores_gemma":[0.9965913,0.002837275,0.00007114057,0.0001248949,0.00009364964,0.0002817597],"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":[0.00001647838,0.000009249617,0.001566389,0.00001743778,0.00002617173,8.109294e-8,0.02785577,9.167001e-8,0.0000768278,0.9679434,0.001141447,0.001346696],"study_design_scores_gemma":[0.001851295,0.00006984236,0.245872,0.0001161084,0.00005206808,0.000002924693,0.2969009,0.000704639,0.0003859926,0.4402994,0.01336234,0.0003825167],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8886639,0.0005607922,0.0000988964,0.09992759,0.00001713225,0.0003030396,0.00007962285,0.00001693533,0.01033204],"genre_scores_gemma":[0.9950569,0.0009375227,0.00004040261,0.002659354,0.0002971992,0.00001477516,0.000002586266,0.000003551551,0.0009877075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8721386,"threshold_uncertainty_score":0.9999525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000861789","doi":"10.1016/j.polsoc.2010.12.001","title":"Half a century of “muddling”: Are we there yet?","year":2011,"lang":"en","type":"article","venue":"Policy and Society","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Incrementalism; Focus (optics); Economics; Positive economics; Process (computing); Sociology; Law and economics; Public administration; Political science; Law; Computer science; Politics","retraction":null,"screen_n_in":null,"score":{"opus":0.1385911484934392,"gpt":0.4012699322529134,"spread":0.2626787837594742,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005236413,0.00006435518,0.0001106158,0.00002929636,0.0003704372,0.00003542761,0.0001717204,0.000115388,0.0002198611],"category_scores_gemma":[0.0002471191,0.00005699258,0.00009951367,0.0002599567,0.0005442245,0.0001362133,0.00004404354,0.0001212276,0.000006053646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002598264,"about_ca_system_score_gemma":0.0004422437,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009733547,"about_ca_topic_score_gemma":0.0005070877,"domain_scores_codex":[0.9991212,0.0001016876,0.0001274983,0.0001202973,0.0002284891,0.0003007638],"domain_scores_gemma":[0.9994761,0.0001030999,0.00007668416,0.0001067426,0.00006419598,0.0001731386],"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":[0.000006719944,0.00008883457,0.002482167,0.00003776426,0.00003247077,0.000001002759,0.1273937,6.423772e-8,0.00005994263,0.8613993,0.005253439,0.003244574],"study_design_scores_gemma":[0.0005905959,0.00009060458,0.03334357,0.00007886715,0.00001629045,0.000002003156,0.1025367,0.00005551787,0.0007834337,0.06307488,0.7991266,0.0003009445],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3040414,0.0008863984,0.00004728365,0.03413491,0.0001295674,0.000278247,0.00008140557,0.00009434476,0.6603065],"genre_scores_gemma":[0.9920449,0.003827597,0.0001931112,0.0006603187,0.0002702213,0.000006350107,0.000001202891,0.00000482895,0.002991499],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7983245,"threshold_uncertainty_score":0.9968607,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970836797","doi":"10.1016/j.polsoc.2010.12.005","title":"Still budgeting by muddling through: Why disjointed incrementalism lasts","year":2011,"lang":"en","type":"article","venue":"Policy and Society","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Victoria","funders":"","keywords":"Incrementalism; Politics; Government (linguistics); Context (archaeology); Economics; Relevance (law); Positive economics; Sociology; Political science; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.09579830003881856,"gpt":0.3865465145525375,"spread":0.2907482145137189,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008199257,0.0001004044,0.0001150939,0.00002265261,0.0006777146,0.0001219047,0.000185575,0.00011829,0.0002333814],"category_scores_gemma":[0.0005065725,0.00009661348,0.00008704537,0.0002941728,0.0005522267,0.0003926134,0.00008628413,0.0001786994,0.000007474246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006347429,"about_ca_system_score_gemma":0.0002620954,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05361832,"about_ca_topic_score_gemma":0.0005378897,"domain_scores_codex":[0.998655,0.0001619182,0.0001680437,0.0002018976,0.0003190167,0.0004941633],"domain_scores_gemma":[0.9994282,0.0001387104,0.00006211653,0.0001003861,0.00005591094,0.0002146681],"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":[0.0000113896,0.0001451366,0.001553415,0.00003117708,0.0000775336,0.000001705624,0.4154036,1.127599e-7,0.001596016,0.4687843,0.1110808,0.00131477],"study_design_scores_gemma":[0.0006223443,0.0000662121,0.001733873,0.00002997791,0.00001601718,0.000002322608,0.04104009,0.0001445797,0.002989751,0.01512555,0.93787,0.0003593287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4214869,0.0002561724,0.0007647095,0.04162397,0.0001587863,0.0004110897,0.0001875042,0.000262559,0.5348483],"genre_scores_gemma":[0.9867397,0.0005110484,0.0006994784,0.009342316,0.0004238356,0.00001285371,0.00001429886,0.00000917264,0.002247302],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8267891,"threshold_uncertainty_score":0.9526837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2208317179","doi":"10.1016/j.polsoc.2015.09.006","title":"Making reform stick: Political acumen as an element of political capacity for policy change and innovation","year":2015,"lang":"en","type":"article","venue":"Policy and Society","topic":"Local Government Finance and Decentralization","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Carleton University","funders":"","keywords":"Politics; Negotiation; Element (criminal law); Corporate governance; Public administration; Economics; Political science; Law; Management","retraction":null,"screen_n_in":null,"score":{"opus":0.2070679196341847,"gpt":0.4267156857160078,"spread":0.2196477660818231,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005778468,0.00008931779,0.000143304,0.00005382021,0.000220595,0.0000493208,0.00006709732,0.000124481,0.000002844573],"category_scores_gemma":[0.0005411624,0.00007989346,0.00003536043,0.0003822382,0.0003661416,0.0003484201,0.0000437414,0.00005491079,5.984043e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006679054,"about_ca_system_score_gemma":0.0003783102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02671017,"about_ca_topic_score_gemma":0.0002780744,"domain_scores_codex":[0.9987578,0.00004673957,0.0002066719,0.0001588948,0.0003124174,0.0005174517],"domain_scores_gemma":[0.9994203,0.00004806247,0.00007596939,0.00008044538,0.0001610284,0.0002142202],"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":[0.00001289209,0.00004276251,0.002376864,0.00003003197,0.000007695889,6.748089e-8,0.01255164,7.859913e-8,0.0000255052,0.9833155,0.0001504513,0.001486555],"study_design_scores_gemma":[0.001848652,0.0005997579,0.02698217,0.00006431069,0.00005276643,0.000003347307,0.04009997,0.0008265575,0.0008307491,0.863641,0.06465467,0.0003960004],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9341257,0.00003446379,0.002943516,0.02766646,0.00008419903,0.0006884594,0.000130057,0.00005052434,0.0342766],"genre_scores_gemma":[0.9930867,0.00004947751,0.001003482,0.004689047,0.0009867348,0.00002311214,0.00001395912,0.000006700166,0.0001407959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1196744,"threshold_uncertainty_score":0.9797711,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200148405","doi":"10.1080/14494035.2021.1975216","title":"Securing cross-border collaboration: transgovernmental enforcement networks, organized crime and illicit international political economy","year":2021,"lang":"en","type":"article","venue":"Policy and Society","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Royal Military College of Canada; Queen's University","funders":"","keywords":"Enforcement; Corporate governance; Global governance; Politics; Political science; Civil society; Political economy; International trade; Economics; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.008696524824085314,"gpt":0.3671792112050495,"spread":0.3584826863809642,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002037233,0.00009100154,0.0001068858,0.00001287283,0.0005766777,0.0003809639,0.00004984282,0.0001066174,0.0007041565],"category_scores_gemma":[0.00008011572,0.0000928444,0.00005311536,0.0001430694,0.0002051102,0.000395509,0.00002719209,0.00008478562,0.000002077946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002581015,"about_ca_system_score_gemma":0.0002845909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007459209,"about_ca_topic_score_gemma":0.0007328319,"domain_scores_codex":[0.9991547,0.00005384725,0.0001843391,0.0001909766,0.0001812103,0.0002348889],"domain_scores_gemma":[0.9995427,0.00006080009,0.00004303407,0.00005928146,0.000161144,0.0001330168],"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":[0.000005247329,0.00002373669,0.002319492,0.000007031831,0.00004030954,3.729124e-7,0.02730825,0.000007100315,0.0001013862,0.9690754,0.0007941095,0.0003175459],"study_design_scores_gemma":[0.001584637,0.00004616188,0.008219674,0.00002379204,0.00003262327,0.000009334966,0.0534912,0.004551192,0.001849379,0.01247119,0.917339,0.000381805],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5229274,0.0005515827,0.004267185,0.01240055,0.0004903332,0.0003393345,0.00008015958,0.00008372125,0.4588598],"genre_scores_gemma":[0.9911072,0.0007087315,0.0002346714,0.003104001,0.001159378,0.00001013699,0.00005077284,0.00000704515,0.003618036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9566042,"threshold_uncertainty_score":0.771002,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}