{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"4bc8e3086de1","filters":{"venue":"Open Journal of Political Science"}},"results":[{"id":"W2726212277","doi":"10.4236/ojps.2017.73030","title":"The Perils of Outcomes-Based Education in Fostering South African Educational Transformation","year":2017,"lang":"en","type":"article","venue":"Open Journal of Political Science","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":16,"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":"Ideology; Curriculum; Democracy; Politics; Government (linguistics); Inequality; Political science; Social stratification; Sociology; Social transformation; Social justice; Economic growth; Political economy; Social change; Pedagogy; Social science; Economics; Law","authors":[{"name":"Michèle Schmidt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05024688172462454,"gpt":0.4392159774672028,"spread":0.3889690957425783,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002385935,0.00005384237,0.0001238402,0.0000912288,0.001354009,0.0005971817,0.001750431,0.00002536489,0.00003796883],"category_scores_gemma":[0.002121564,0.00003101799,0.00005828837,0.0001840065,0.001545159,0.001054435,0.00008759784,0.00009929708,0.00000314457],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003765823,"about_ca_system_score_gemma":0.008487076,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008810617,"about_ca_topic_score_gemma":0.001041927,"domain_scores_codex":[0.9984618,0.00005407389,0.0003706793,0.00007599167,0.0006401239,0.0003973353],"domain_scores_gemma":[0.9985937,0.0001392212,0.0003683766,0.000173728,0.0004367665,0.0002881667],"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":[0.00001345943,0.0000997945,0.01468335,0.000003905591,0.00000218748,9.323232e-8,0.00421541,0.00001458249,0.00007615356,0.9718497,0.00004809957,0.008993302],"study_design_scores_gemma":[0.0002006409,0.00004756434,0.9278919,0.00006530368,0.000005108238,0.000002794126,0.02217925,0.00003223155,0.0001689946,0.04519524,0.004144617,0.00006636241],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7438838,0.00002122862,0.00003444971,0.1042517,0.0009384785,0.0002068294,0.000004470534,0.00000102204,0.1506581],"genre_scores_gemma":[0.9988776,0.000004035009,0.0003353127,0.0002558882,0.0001323962,0.000003596197,2.293938e-7,0.000001873088,0.0003890605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9266544,"threshold_uncertainty_score":0.9999461,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995663475","doi":"10.4236/ojps.2012.23006","title":"Common Origin, Common Power, or Common Life: The Changing Landscape of Nationalisms","year":2012,"lang":"en","type":"article","venue":"Open Journal of Political Science","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":9,"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":"Nationalism; Schism; Patriotism; Identity (music); Power (physics); Sovereignty; National identity; Sociology; Politics; Pride; Argument (complex analysis); Political science; Gender studies; Political economy; Law; Aesthetics","authors":[{"name":"Agnes Katalin Koós","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09376032985671807,"gpt":0.4367010527322497,"spread":0.3429407228755317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005790604,0.00009446961,0.000309214,0.0001238426,0.0007852979,0.0002574309,0.001268735,0.00006088644,0.0004395825],"category_scores_gemma":[0.001475879,0.00005422412,0.00007330497,0.0009317798,0.001104663,0.001168899,0.0001813425,0.0002234784,0.00002002385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001915538,"about_ca_system_score_gemma":0.0007529818,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006774739,"about_ca_topic_score_gemma":0.001249641,"domain_scores_codex":[0.9966645,0.0004492275,0.0005787479,0.00009728673,0.001129684,0.001080567],"domain_scores_gemma":[0.9973205,0.0008486261,0.0003331298,0.0001694943,0.0003855619,0.0009426672],"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":[0.00002634053,0.00009744055,0.08874371,0.000005366643,0.000007366758,0.000001398798,0.001958907,0.00000340827,0.0001872421,0.9080527,0.000681316,0.0002348492],"study_design_scores_gemma":[0.001737608,0.001360286,0.8024738,0.000567875,0.0001762179,0.0001392369,0.02476012,0.0003486581,0.005284168,0.0825657,0.07978125,0.0008050703],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9575583,0.000116186,0.0000597791,0.01120306,0.0007235438,0.0002349033,0.000008531876,0.000006466941,0.0300892],"genre_scores_gemma":[0.9980807,0.00000309386,0.0001018211,0.000927502,0.0005318053,0.000003705654,5.60007e-7,0.000005582138,0.0003452472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.825487,"threshold_uncertainty_score":0.9998392,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033774566","doi":"10.4236/ojps.2014.43012","title":"Multinational Corporations in Transnational Networks: Theoretical and Regulatory Challenges in Historical Perspective","year":2014,"lang":"en","type":"article","venue":"Open Journal of Political Science","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal; Institut du Savoir Montfort","funders":"","keywords":"Multinational corporation; Globalization; Corporate governance; Economic system; Global governance; Context (archaeology); Politics; Political economy; World economy; Economic globalization; Political science; Economy; Economics; Market economy; Law; Management","authors":[{"name":"Michèle Rioux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03356734849779049,"gpt":0.302992882593913,"spread":0.2694255340961226,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002907817,0.00007538081,0.0001759142,0.0002215442,0.0001267522,0.0002257429,0.0003670768,0.00004473951,0.00002395802],"category_scores_gemma":[0.001977212,0.00006314562,0.0000331236,0.0004226282,0.0007564045,0.001461853,0.00009383954,0.000191099,5.848855e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009113788,"about_ca_system_score_gemma":0.0001967886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003176363,"about_ca_topic_score_gemma":0.0001905832,"domain_scores_codex":[0.9987136,0.00005018472,0.000296284,0.000168554,0.0004158639,0.0003555029],"domain_scores_gemma":[0.9991133,0.0001855397,0.00009798577,0.00006010826,0.0004642621,0.00007880712],"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":[0.00002031145,0.0001397939,0.01296143,0.000005824896,0.000001273302,0.000004368545,0.0002155228,0.0001067909,0.000003993359,0.9860875,0.00001186763,0.0004413336],"study_design_scores_gemma":[0.0003887592,0.00002488106,0.4561485,0.00001292931,0.00000482762,0.000004876024,0.002601319,0.004325535,6.055155e-7,0.5362545,0.0001711854,0.00006210432],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8156098,0.0001758783,0.001161584,0.105294,0.0003895991,0.0003194543,0.000001312786,0.000008347093,0.07704002],"genre_scores_gemma":[0.9990445,0.000004111416,0.0002159318,0.000420745,0.0003027421,0.000001578767,3.018508e-7,0.000003294862,0.000006802992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.449833,"threshold_uncertainty_score":0.2787004,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2048773739","doi":"10.4236/ojps.2014.44031","title":"Outlooks toward Democracy in Quebec","year":2014,"lang":"en","type":"article","venue":"Open Journal of Political Science","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Concordia University","funders":"","keywords":"Democracy; Politics; Commit; Government (linguistics); Legislature; Political science; Civil society; Public administration; Political economy; Sociology; Law","authors":[{"name":"Mebs Kanji","is_ca":true},{"name":"Kerry Tannahill","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04585426717517327,"gpt":0.3923771088123463,"spread":0.346522841637173,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007208961,0.00007642676,0.0002271611,0.00009279176,0.0005142481,0.0006943559,0.002526615,0.00005170558,0.0002083009],"category_scores_gemma":[0.004611873,0.0000598293,0.00006268261,0.0009357361,0.002035948,0.001825141,0.0002203201,0.0002090424,0.00003441284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005497079,"about_ca_system_score_gemma":0.002491442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.37356,"about_ca_topic_score_gemma":0.1268154,"domain_scores_codex":[0.9970201,0.0002136803,0.0003835123,0.0001965978,0.001189273,0.0009968481],"domain_scores_gemma":[0.9983294,0.0002723701,0.0002229874,0.0001172762,0.000257324,0.0008006283],"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":[0.000006270122,0.00003839924,0.01721459,0.000001073025,7.7993e-7,0.000007021651,0.00357911,0.000002815089,0.00008839626,0.964296,0.0005496643,0.01421583],"study_design_scores_gemma":[0.0008383219,0.0002272105,0.5471305,0.0001396791,0.00001090123,0.00001325261,0.02364671,0.0001165096,0.0004457791,0.3106787,0.116374,0.0003784037],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5918185,0.00003194144,0.001086678,0.07571781,0.001047688,0.0001870308,0.000001378332,0.000008073894,0.3301009],"genre_scores_gemma":[0.9950376,0.000007445419,0.001318796,0.000987269,0.0003692526,9.159126e-7,2.223507e-8,0.000002885103,0.002275881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6536173,"threshold_uncertainty_score":0.8891179,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388025549","doi":"10.4236/ojps.2023.134028","title":"Decent Work, Social Justice, Status-Quo: The ILO as a World Organization","year":2023,"lang":"en","type":"article","venue":"Open Journal of Political Science","topic":"International Labor and Employment Law","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Mandate; Status quo; Work (physics); Order (exchange); Political science; Variety (cybernetics); World order; Economic Justice; Public relations; Sociology; Public administration; Political economy; Law; Economics; Engineering; Politics; Computer science","authors":[{"name":"Emma Evered Koenig","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04819079048696917,"gpt":0.4116302651271025,"spread":0.3634394746401334,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003124173,0.00006772004,0.0001134703,0.0001443511,0.001623933,0.0008749666,0.001519127,0.00002767973,0.0009886908],"category_scores_gemma":[0.002634476,0.00004512596,0.0000413713,0.003301192,0.001048104,0.0007887711,0.000277874,0.0001784074,0.0002910513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004474154,"about_ca_system_score_gemma":0.001572716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001280363,"about_ca_topic_score_gemma":0.0005196347,"domain_scores_codex":[0.9972777,0.000146798,0.0002830587,0.0001312532,0.001358058,0.0008031385],"domain_scores_gemma":[0.9981943,0.0002784494,0.0001389824,0.00007714512,0.0008903102,0.0004207793],"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":[0.00001195324,0.00002918012,0.002212622,0.000001064986,0.000005433678,0.000009688265,0.001622308,0.000007155718,0.00006994222,0.9869573,0.008549484,0.0005239314],"study_design_scores_gemma":[0.0006040384,0.0001223241,0.2205063,0.00008373784,0.00009518804,0.0000133887,0.01275973,0.00003317461,0.0007767823,0.08928847,0.6754251,0.0002917956],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3539807,0.00001395392,0.0001732636,0.1169644,0.00242608,0.0003022504,0.00001050342,0.0000340751,0.5260948],"genre_scores_gemma":[0.9876876,0.00001676071,0.0001230295,0.00252103,0.000710676,0.000001460556,9.670928e-7,0.00000635945,0.008932093],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8976688,"threshold_uncertainty_score":0.9999245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001975914","doi":"10.4236/ojps.2013.34025","title":"Outlooks toward Government Institutions in Quebec","year":2013,"lang":"en","type":"article","venue":"Open Journal of Political Science","topic":"Political Systems and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Concordia University","funders":"","keywords":"Government (linguistics); Political science; Business","authors":[{"name":"Mebs Kanji","is_ca":true},{"name":"Kerry Tannahill","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06018159634555865,"gpt":0.3705430067706801,"spread":0.3103614104251214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002280948,0.00007797318,0.000215111,0.00004471641,0.0003172857,0.0006905762,0.001510611,0.00004885837,0.0004099179],"category_scores_gemma":[0.002415755,0.00005893668,0.00005606214,0.0004223296,0.00163114,0.002091672,0.0002355255,0.000201837,0.0001090382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001799164,"about_ca_system_score_gemma":0.002580344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6238109,"about_ca_topic_score_gemma":0.05020738,"domain_scores_codex":[0.9969503,0.0001176062,0.0004580382,0.0001580081,0.001314812,0.001001229],"domain_scores_gemma":[0.9983103,0.0001385768,0.0001514644,0.0001285856,0.0002179905,0.001053047],"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":[0.000002175549,0.00006548171,0.004624256,0.000002046647,0.000001571464,0.00001066167,0.0007551133,0.000001745627,0.0001877979,0.9924216,0.0004445178,0.00148309],"study_design_scores_gemma":[0.0008559171,0.0001781612,0.6425605,0.000300291,0.00001132103,0.00002892592,0.009571925,0.00004788169,0.0007237405,0.07837453,0.2669878,0.0003590121],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4779717,0.0000316948,0.0003494418,0.02874208,0.0005979079,0.0003368968,0.000007089134,0.000005073214,0.4919581],"genre_scores_gemma":[0.9945284,0.000004613011,0.0005056951,0.0008867509,0.0002153093,0.000006913548,2.976259e-8,0.000002634491,0.003849631],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.914047,"threshold_uncertainty_score":0.9671239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1967082973","doi":"10.4236/ojps.2014.43014","title":"Policy Instruments and Budgetary Processes: A Reflection on the Deficit Elimination Experience in the Canadian Provinces","year":2014,"lang":"en","type":"article","venue":"Open Journal of Political Science","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Treasury; Process (computing); Decentralization; Budget process; Economics; Delegate; Outcome (game theory); Principal (computer security); Public economics; Business; Politics; Political science; Computer science; Microeconomics; Law","authors":[{"name":"Louis Imbeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05747634397032185,"gpt":0.3977062694497403,"spread":0.3402299254794184,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005461542,0.00006522857,0.0000935469,0.0001113751,0.001710635,0.0009679139,0.001620862,0.00003586129,0.00001398393],"category_scores_gemma":[0.006846776,0.00003466977,0.00001708756,0.001534933,0.001748527,0.00108945,0.00006190969,0.0001775095,0.000002825093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006696917,"about_ca_system_score_gemma":0.004668919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.702159,"about_ca_topic_score_gemma":0.810433,"domain_scores_codex":[0.997768,0.0002525714,0.0002063561,0.0001645356,0.00101599,0.0005924921],"domain_scores_gemma":[0.9988973,0.0003157818,0.000158471,0.00009811451,0.0002072926,0.0003230609],"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":[0.000005261263,0.00002049271,0.01053764,0.000001628038,5.129251e-7,0.000001195271,0.01244407,0.000001615414,0.00001852502,0.969587,0.00004359193,0.007338419],"study_design_scores_gemma":[0.0003079039,0.0005472284,0.7607588,0.0001582943,0.000007350674,0.0000291961,0.07852674,0.0001651403,0.0002463492,0.1440181,0.01501721,0.0002177559],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8172706,0.000009154614,0.00001165429,0.09140559,0.00012631,0.0002172558,9.778856e-7,0.000001698297,0.09095681],"genre_scores_gemma":[0.9968429,0.00001744137,0.00007264171,0.002784872,0.0001916984,0.000008410329,3.792994e-8,0.000001657383,0.00008034943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.825569,"threshold_uncertainty_score":0.999589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2133979406","doi":"10.4236/ojps.2013.32010","title":"Quinquennial Terror: Machiavelli’s Understanding of the Political Sublime","year":2013,"lang":"en","type":"article","venue":"Open Journal of Political Science","topic":"Renaissance and Early Modern Studies","field":"Arts and Humanities","cited_by":0,"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":"Sublime; Admiration; Politics; Genius; Verisimilitude; Cruelty; Reign; Honor; Fanaticism; Ruler; Aesthetics; Philosophy; Law; Literature; Art; Sociology; Political science","authors":[{"name":"Ed King","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1348994079484035,"gpt":0.3150973267513042,"spread":0.1801979188029006,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006048662,0.000101246,0.0002482121,0.00008586208,0.0005667754,0.0006627664,0.001260381,0.00002176189,0.001419357],"category_scores_gemma":[0.0002206798,0.00005406815,0.0001102146,0.00009388677,0.003974541,0.001189854,0.0003745645,0.0001985259,0.00004845147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001940707,"about_ca_system_score_gemma":0.000318511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002288009,"about_ca_topic_score_gemma":0.0001957312,"domain_scores_codex":[0.9980372,0.00005325559,0.0004199883,0.000127471,0.0006024859,0.0007595907],"domain_scores_gemma":[0.9988941,0.00009417538,0.0001710175,0.0001786187,0.0003208713,0.0003412382],"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":[0.000006797537,0.00003924616,0.001798679,0.000005725972,0.00001145482,0.000001582895,0.001852708,4.851277e-7,0.0004673731,0.9946215,0.001108252,0.00008615768],"study_design_scores_gemma":[0.0008414362,0.0005825107,0.03504207,0.000316176,0.00007412802,0.0001100611,0.06734503,0.0001680444,0.003822967,0.8861166,0.005234552,0.0003464672],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.607304,0.00007621889,0.0003423227,0.03807318,0.001371574,0.0003086883,0.00001362844,0.00000702865,0.3525034],"genre_scores_gemma":[0.9980209,0.000001594769,0.0001012671,0.0007858262,0.0003753317,0.000001600839,6.231329e-8,0.000005779776,0.0007076557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3907169,"threshold_uncertainty_score":0.9994935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205853240","doi":"10.4236/ojps.2022.121003","title":"Insecurity and Patterns of Foreign Direct Investment in Nigeria (1999-2014)","year":2022,"lang":"en","type":"article","venue":"Open Journal of Political Science","topic":"Global Political and Social Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Foreign direct investment; Government (linguistics); Descriptive statistics; Politics; Christian ministry; Business; Newspaper; Economic growth; Political science; Economics; Advertising","authors":[{"name":"Adebukola Olubunmi Ayoola","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02344359188181265,"gpt":0.3341174287429009,"spread":0.3106738368610882,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004136604,0.00007423533,0.0002731557,0.0001114276,0.0005116156,0.0001307255,0.00102511,0.0000323048,0.0002026784],"category_scores_gemma":[0.0009225719,0.00006484078,0.00005324144,0.0004365362,0.001299399,0.0004583207,0.0006266501,0.000233488,0.000001487853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005224756,"about_ca_system_score_gemma":0.001025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01645696,"about_ca_topic_score_gemma":0.001616367,"domain_scores_codex":[0.9974281,0.0003771131,0.0004124537,0.0001611624,0.0009094943,0.0007116971],"domain_scores_gemma":[0.9987487,0.000189917,0.0001542904,0.00009385349,0.0001454811,0.0006677688],"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":[0.00001332303,0.0001137733,0.04967906,0.000004461691,0.000002785073,0.00001669312,0.001814029,0.00000319161,0.00007456078,0.9479992,0.00008122122,0.0001976922],"study_design_scores_gemma":[0.0008035362,0.0006139604,0.2960338,0.00005944998,0.00001646694,0.00002280882,0.03098169,0.0001059714,0.0001253466,0.6612831,0.00969619,0.0002576311],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.876702,0.00005201286,0.00001356961,0.001988851,0.0001950046,0.0001572251,0.00004514404,0.000002405566,0.1208438],"genre_scores_gemma":[0.9987357,0.00002438619,0.0001814089,0.0009003434,0.00006033018,0.000003663336,3.741568e-7,0.000002976573,0.00009083925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2867161,"threshold_uncertainty_score":0.9900925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}