{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":14,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":14,"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":"e94a2a5d9516","filters":{"venue":"Local economic and employment development"}},"results":[{"id":"W4247288004","doi":"10.1787/9789264107687-en","title":"Global Knowledge Flows and Economic Development","year":2004,"lang":"en","type":"book","venue":"Local economic and employment development","topic":"Economic Growth and Development","field":"Computer Science","cited_by":98,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Ottawa","keywords":"Economics; Computer science; Regional science; Geography","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01310203903546759,"gpt":0.2146888549924832,"spread":0.2015868159570156,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005513612,0.001114644,0.001161342,0.0002912505,0.000448603,0.0004581832,0.001008479,0.0005338612,0.0001226779],"category_scores_gemma":[0.000003234165,0.001195207,0.0001205282,0.00004291388,0.0002197935,0.0004658818,0.001820762,0.0002987163,0.001458575],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01381904,"about_ca_system_score_gemma":0.01634136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000759415,"about_ca_topic_score_gemma":0.002526303,"domain_scores_codex":[0.9951974,0.00003485218,0.001618558,0.001966116,0.0001677444,0.001015289],"domain_scores_gemma":[0.9980174,0.00007147124,0.0004049672,0.0006377753,0.00003049546,0.0008378686],"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":[0.00005306921,0.0001449308,0.001718211,0.0004098024,0.0009766867,0.00006668991,0.00475314,0.000910368,3.525265e-7,0.1788649,0.02150727,0.7905946],"study_design_scores_gemma":[0.001752382,0.00008483023,0.005064203,0.0003018329,0.00002796922,0.0001208985,0.00003389503,0.001734772,0.00007359352,0.01067778,0.9782813,0.001846579],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03447087,0.01214644,0.2005047,0.001308051,0.007619007,0.003484552,0.0001181364,0.001195473,0.7391528],"genre_scores_gemma":[0.04799975,0.002289988,0.1975515,0.00292914,0.001132118,0.00105712,0.0007001547,0.0003934635,0.7459467],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.956774,"threshold_uncertainty_score":0.9993189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W650678827","doi":"10.1787/9789264044326-en","title":"Clusters, Innovation and Entrepreneurship","year":2009,"lang":"en","type":"book","venue":"Local economic and employment development","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Economic geography; Business; Geography; Finance","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03397550930885269,"gpt":0.275115682298157,"spread":0.2411401729893043,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004898827,0.0003053439,0.000352193,0.0002647295,0.0004069171,0.0001412597,0.0001548031,0.0003129149,0.0001814258],"category_scores_gemma":[0.00001132361,0.0003221713,0.00003250317,0.00005434699,0.0003079041,0.0001429754,0.00009819264,0.000174788,0.0001473132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009787157,"about_ca_system_score_gemma":0.001782426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001946915,"about_ca_topic_score_gemma":0.000983314,"domain_scores_codex":[0.9983615,0.00004792112,0.0005266515,0.0004749071,0.0002075088,0.0003814656],"domain_scores_gemma":[0.9993923,0.00007963112,0.0002020456,0.0001111802,0.00003338011,0.0001815],"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":[0.00003227704,0.00001862204,0.001303037,0.00003723055,0.0001065182,0.000006872939,0.007533954,0.000006513852,2.493484e-7,0.3020456,0.1397644,0.5491447],"study_design_scores_gemma":[0.0002916669,0.00002412157,0.00343039,0.0001027323,0.00001469961,0.000002823013,0.0001507444,0.000005815086,0.000006228007,0.01818558,0.9773751,0.0004100369],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01507624,0.0009102831,0.0002045006,0.004857273,0.0004863302,0.0007511328,0.00000729455,0.0001211621,0.9775858],"genre_scores_gemma":[0.007275952,0.001827128,0.0004848456,0.002336398,0.0004896023,0.000031928,0.0001998366,0.00003049972,0.9873238],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8376107,"threshold_uncertainty_score":0.9999231,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W40469870","doi":"10.1787/9789264055513-4-en","title":"Social Enterprises in OECD Member Countries","year":2009,"lang":"en","type":"book-chapter","venue":"Local economic and employment development","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Investment (military); Social exclusion; Business; Economic system; Unemployment; Economics; Economic growth; Political science","authors":[{"name":"Marguerite Mendell","is_ca":false},{"name":"Rocío Nogales","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04956340638919289,"gpt":0.2512624459763463,"spread":0.2016990395871535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004770417,0.0005437544,0.00110595,0.0004220405,0.0002935316,0.0001625608,0.000301593,0.0004460736,0.002605106],"category_scores_gemma":[0.000005158086,0.0006833965,0.0001496469,0.00001715095,0.0001887739,0.0001986266,0.0002231846,0.0004200711,0.002052633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001561413,"about_ca_system_score_gemma":0.0002311799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002508815,"about_ca_topic_score_gemma":0.001431529,"domain_scores_codex":[0.9975038,0.00001117926,0.001327815,0.0005849545,0.00006489265,0.0005073475],"domain_scores_gemma":[0.9989932,0.00005102645,0.0005778302,0.0002152572,0.00001300748,0.000149742],"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":[0.0001337304,0.000122662,0.01631501,0.0001104887,0.0005514726,0.00004009506,0.01030573,0.00002343499,1.461102e-7,0.8052956,0.01426227,0.1528393],"study_design_scores_gemma":[0.0008000411,0.00004425761,0.01890409,0.0000817121,0.00001053278,0.000003473988,0.00008853746,0.00002336895,0.00000555621,0.06401603,0.9151242,0.0008981631],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02079646,0.00292986,0.0001680999,0.001515936,0.0004966864,0.0005948427,0.0001083847,0.00009306167,0.9732966],"genre_scores_gemma":[0.3150753,0.004527342,0.0005037608,0.002321016,0.0003748267,0.0000735881,0.0003516749,0.0001758571,0.6765966],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.900862,"threshold_uncertainty_score":0.9995617,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1500068322","doi":"10.1787/9789264039889-7-en","title":"Diverse Approaches and Practices in Europe and Canada","year":2008,"lang":"en","type":"book-chapter","venue":"Local economic and employment development","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"European union; Solidarity economy; Social economy; Section (typography); Social solidarity; Solidarity; Economy; Political science; European social model; Social partners; Economic system; Social entrepreneurship; Social dialogue; Entrepreneurship; Sociology; Economics; Social science; Business; Economic policy","authors":[{"name":"Jean‐Louis Laville","is_ca":false},{"name":"Benoît Lévesque","is_ca":false},{"name":"Marguerite Mendell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08047137461708702,"gpt":0.2587904547837858,"spread":0.1783190801666987,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002597843,0.0001712692,0.0002415676,0.0000304885,0.0003517456,0.00006405111,0.0001055552,0.0001080934,0.00006218318],"category_scores_gemma":[0.00001916713,0.0001686024,0.00001003753,0.00001573664,0.0004518607,0.000145614,0.0001260391,0.0001233415,0.000005565942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004618413,"about_ca_system_score_gemma":0.001702295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7987586,"about_ca_topic_score_gemma":0.9876872,"domain_scores_codex":[0.9989418,0.00002042482,0.0002327208,0.0003923476,0.000172198,0.0002405583],"domain_scores_gemma":[0.9994314,0.0000688582,0.0002611636,0.00005468687,0.00001137576,0.0001725101],"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":[0.00006437594,0.00003645918,0.08143939,0.0000737026,0.000154144,0.0001550061,0.04310958,0.00003193617,1.6876e-7,0.139795,0.03187744,0.7032628],"study_design_scores_gemma":[0.0001776334,0.00001350896,0.02699181,0.00003804899,0.000007253338,0.000002815697,0.002806081,0.00001670966,5.782816e-7,0.0002447719,0.9694284,0.0002724511],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.338352,0.004555815,0.00001397908,0.005591569,0.0006081699,0.000679031,0.0000315537,0.00002942167,0.6501385],"genre_scores_gemma":[0.4379353,0.04904669,0.0004979157,0.001176722,0.0004017339,0.0000386921,0.00001855411,0.00004857435,0.5108358],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9375509,"threshold_uncertainty_score":0.6875405,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W152783788","doi":"10.1787/9789264028968-5-en","title":"Integrating Immigrants in Canada: Addressing Skills Diversity","year":2006,"lang":"en","type":"book-chapter","venue":"Local economic and employment development","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pride; Bureaucracy; Immigration; Diversity (politics); Scale (ratio); Service (business); Psychological intervention; Political science; Business; Public administration; Economy; Economics; Geography; Law","authors":[{"name":"Bob Birrell","is_ca":false},{"name":"Elizabeth McIsaac","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0209501201239693,"gpt":0.2297936467296853,"spread":0.208843526605716,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002428129,0.0002376612,0.0003348307,0.00008877704,0.0006665188,0.00005302595,0.000179203,0.0001348562,0.0003971555],"category_scores_gemma":[0.000003517259,0.000239656,0.00003482476,0.00001480852,0.0001197509,0.00009018298,0.000269202,0.0001913246,0.00000717791],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00464753,"about_ca_system_score_gemma":0.002763824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.976526,"about_ca_topic_score_gemma":0.9989259,"domain_scores_codex":[0.9986311,0.00001945039,0.000427416,0.0003516353,0.0002061969,0.0003642172],"domain_scores_gemma":[0.9995484,0.00004524314,0.0001547177,0.00009110445,0.00001827925,0.0001422477],"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":[0.00002237961,0.00007265796,0.08050372,0.00003183426,0.0002469233,0.0001095064,0.0115474,0.000285976,5.446942e-7,0.3185514,0.01635228,0.5722754],"study_design_scores_gemma":[0.0005459404,0.00001145893,0.1222954,0.0003941705,0.00002227631,5.006254e-7,0.001722559,0.00003213342,0.000008853219,0.001887324,0.8724124,0.0006669228],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2097133,0.0005960363,0.0002771019,0.0006108595,0.00121013,0.0007825585,0.0001300685,0.00005198785,0.7866279],"genre_scores_gemma":[0.6520804,0.000420005,0.0003080703,0.001159152,0.0001672082,0.0000154284,0.0001027615,0.00003868467,0.3457083],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8560601,"threshold_uncertainty_score":0.9991735,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W138739422","doi":"10.1787/9789264044104-13-en","title":"Technology Commercialisation and Universities in Canada","year":2008,"lang":"en","type":"book-chapter","venue":"Local economic and employment development","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Mandate; Corporate governance; Revenue; Incentive; Diversity (politics); Public relations; Political science; Business; Public administration; Management; Marketing; Accounting; Economics; Finance; Market economy","authors":[{"name":"Rod B. McNaughton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01699584247537071,"gpt":0.2291068182941576,"spread":0.2121109758187869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001053165,0.0001657964,0.000246174,0.0001422424,0.0002654272,0.00001827297,0.00009196474,0.0001491565,0.0002744721],"category_scores_gemma":[0.000001381357,0.0001953771,0.00001076134,0.00001901386,0.0002357008,0.00007509538,0.00006465772,0.0001217623,0.00002276086],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005712097,"about_ca_system_score_gemma":0.009934111,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.66776,"about_ca_topic_score_gemma":0.9727874,"domain_scores_codex":[0.9990954,0.0000109804,0.0002871942,0.000261347,0.0001322511,0.0002128143],"domain_scores_gemma":[0.9996696,0.00003131694,0.0001119147,0.00006859602,0.00001790599,0.0001006369],"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":[0.00003999005,0.0000262367,0.04100315,0.00004715409,0.0001728776,0.00007005905,0.04591878,0.00005136501,1.636088e-7,0.3520055,0.044833,0.5158317],"study_design_scores_gemma":[0.0001974753,0.000006000768,0.01005242,0.00006029329,0.000004043612,0.000002038267,0.004052878,0.000002291403,0.000004027124,0.0008060862,0.9845609,0.0002515103],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2586479,0.00340481,0.00009362072,0.01071016,0.001421472,0.0008432918,0.00003496356,0.00007594316,0.7247678],"genre_scores_gemma":[0.4107677,0.01802998,0.0008172498,0.001642324,0.0001557579,0.00004785648,0.00007275188,0.00004505794,0.5684214],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.939728,"threshold_uncertainty_score":0.9981048,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W183120507","doi":"10.1787/9789264012516-9-en","title":"Skills Upgrading Initiatives in Canada","year":2006,"lang":"en","type":"book-chapter","venue":"Local economic and employment development","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Upgrade; Workforce; Workforce development; Business; Engineering management; Public relations; Political science; Economic growth; Engineering; Economics; Computer science","authors":[{"name":"Richard Brisbois","is_ca":false},{"name":"Ron Saunders","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02274281684521891,"gpt":0.266579584244356,"spread":0.243836767399137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002340694,0.0001951098,0.0003107925,0.0001112387,0.0001850637,0.00004278483,0.0001071253,0.0001169137,0.0005009913],"category_scores_gemma":[0.00000324451,0.0002112345,0.00002624335,0.00001286319,0.00009539141,0.00007734991,0.00003458119,0.0001191942,0.00006531446],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004178732,"about_ca_system_score_gemma":0.006637115,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9051593,"about_ca_topic_score_gemma":0.9889598,"domain_scores_codex":[0.9988047,0.00002418173,0.0004872197,0.0002711637,0.0001284232,0.0002843076],"domain_scores_gemma":[0.999527,0.0000774096,0.0001592857,0.00007922124,0.00001289528,0.0001442346],"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":[0.000008426,0.00003641079,0.04918033,0.00007685255,0.0001641588,0.00002460933,0.03778575,0.0002162515,1.182413e-7,0.7596086,0.05755749,0.09534104],"study_design_scores_gemma":[0.0001389585,0.000004097486,0.009481962,0.0001279189,0.000003854916,6.402263e-7,0.001945811,0.000002908428,0.000002866783,0.001062645,0.986934,0.000294346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01985172,0.0003650382,0.00002909077,0.0006852578,0.0006852137,0.0003127358,0.00002173139,0.00001545517,0.9780338],"genre_scores_gemma":[0.4779986,0.0005704224,0.0001258706,0.000742254,0.0004628686,0.00005140534,0.00005634018,0.00003705425,0.5199552],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9293765,"threshold_uncertainty_score":0.999644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W150379127","doi":"10.1787/9789264107687-6-en","title":"The Innovation Solution: Some Lessons from Scotland, Theory and Canadian Cities","year":2005,"lang":"en","type":"book-chapter","venue":"Local economic and employment development","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Regional science; Economic geography; Geography","authors":[{"name":"John de la Mothe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03807401310546636,"gpt":0.2712944217518314,"spread":0.233220408646365,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007509806,0.0002623446,0.0002464029,0.0001805154,0.001530987,0.0002146505,0.0001824945,0.0002569001,0.0003502186],"category_scores_gemma":[0.00001135023,0.0002237199,0.00003164727,0.00002094418,0.0006720694,0.0001612873,0.00008349727,0.0001750552,0.0001726852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001079359,"about_ca_system_score_gemma":0.002320381,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03864437,"about_ca_topic_score_gemma":0.4867543,"domain_scores_codex":[0.9986235,0.00004231619,0.00043066,0.000334009,0.0001645363,0.0004049861],"domain_scores_gemma":[0.9992723,0.0002065458,0.0001482948,0.0001144228,0.00003445146,0.0002239443],"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":[0.00001647055,0.000001370365,0.0001628192,0.000002580271,0.00009188008,0.000001339654,0.002600777,0.000001204737,7.9039e-8,0.8318462,0.006641116,0.1586341],"study_design_scores_gemma":[0.0001603985,0.000006388258,0.002188287,0.00005558048,0.00001277433,9.255932e-7,0.0004053297,0.000003649066,0.000002382671,0.1328019,0.8640763,0.0002860995],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01625725,0.007027788,0.0001786318,0.05095661,0.001598469,0.0009467804,0.0001386037,0.00009629075,0.9227996],"genre_scores_gemma":[0.05835017,0.01400591,0.0002081197,0.003179741,0.001364147,0.00006161188,0.0002756818,0.00004885249,0.9225058],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8574352,"threshold_uncertainty_score":0.9997689,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4240145690","doi":"10.1787/9789264064102-fr","title":"Pôles de compétitivité, innovation et entrepreneuriat","year":2009,"lang":"fr","type":"book","venue":"Local economic and employment development","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04113112048514784,"gpt":0.2943109861888701,"spread":0.2531798657037223,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001143747,0.000614104,0.0006727108,0.0003288977,0.0005978975,0.0001875488,0.0003258153,0.000491073,0.0008772612],"category_scores_gemma":[0.00002095944,0.000676761,0.0001052786,0.0001653422,0.0007120902,0.0003072625,0.0001745152,0.0003571995,0.001218638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00317352,"about_ca_system_score_gemma":0.004494457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009710285,"about_ca_topic_score_gemma":0.001608371,"domain_scores_codex":[0.9967992,0.0002522542,0.001050639,0.0007465446,0.0003214718,0.0008298664],"domain_scores_gemma":[0.9987493,0.0002606428,0.0004319934,0.000186702,0.00006209039,0.0003092321],"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":[0.00003667743,0.00009313112,0.00383503,0.0000569469,0.0001991299,0.0000142551,0.006401618,0.0003280778,0.000003033246,0.6851092,0.04983351,0.2540894],"study_design_scores_gemma":[0.0005586972,0.00006531231,0.03068041,0.0003063607,0.00003632779,0.00001212008,0.0001700569,0.000127804,0.0000824763,0.01761699,0.9495578,0.00078564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1880692,0.001231488,0.003727324,0.03891142,0.001679051,0.00131617,0.00004426449,0.0002055571,0.7648155],"genre_scores_gemma":[0.1607686,0.006883133,0.004811292,0.0146642,0.001251369,0.000122307,0.0008631736,0.00009972234,0.8105363],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8997243,"threshold_uncertainty_score":0.9995683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4245905306","doi":"10.1787/9789264261426-12-fr","title":"Programme de microfranchise de l'Adie, France","year":2016,"lang":"fr","type":"book-chapter","venue":"Local economic and employment development","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Emergent BioSolutions (Canada)","funders":"Organisation de Coopération et de Développement Économiques","keywords":"Humanities; Political science; Franchise; Philosophy; Business","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01666513297760604,"gpt":0.2036912047137086,"spread":0.1870260717361026,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006636056,0.0008520834,0.0007702088,0.000304411,0.0006675447,0.0003698024,0.0003962445,0.0005273598,0.002132466],"category_scores_gemma":[0.00001056349,0.000756819,0.0001618638,0.00004462238,0.0004590815,0.001009135,0.0004352986,0.0003448016,0.002474001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001018403,"about_ca_system_score_gemma":0.0005772953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003675282,"about_ca_topic_score_gemma":0.0002575147,"domain_scores_codex":[0.9965805,0.00001024528,0.0009604083,0.0008695692,0.000192655,0.001386658],"domain_scores_gemma":[0.9989183,0.00004550546,0.0004566052,0.000326899,0.00008719478,0.000165508],"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":[0.0001821443,0.0001089216,0.09001834,0.001284613,0.0002805358,0.00006670799,0.0002449048,0.00009166532,0.00005717758,0.06653914,0.003456885,0.837669],"study_design_scores_gemma":[0.001481835,0.00002815401,0.03402134,0.002091808,0.00008887739,0.00001845872,0.00006347096,0.001154303,0.0001072723,0.003284516,0.9564851,0.001174851],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5398479,0.01761597,0.02087817,0.009703074,0.005555823,0.00252747,0.00005419139,0.0005041935,0.4033132],"genre_scores_gemma":[0.349731,0.007397154,0.005651125,0.01360084,0.004319718,0.0007363528,0.0002077046,0.0005042754,0.6178518],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9530283,"threshold_uncertainty_score":0.9994883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4238495603","doi":"10.1787/9789264251496-2-en","title":"Executive summary","year":2016,"lang":"en","type":"book-chapter","venue":"Local economic and employment development","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Politics; Economic policy; Economics; Political science; Economy; Geography; Law; Archaeology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03170438459125299,"gpt":0.2668651101521665,"spread":0.2351607255609135,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003573858,0.0003832248,0.0004294215,0.0001615126,0.0004800586,0.00007088708,0.0002487816,0.0003585272,0.001283858],"category_scores_gemma":[0.0000050161,0.0003366552,0.00009438548,0.00001037957,0.0005764057,0.0001377885,0.0001667833,0.0001520845,0.001512547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001227567,"about_ca_system_score_gemma":0.001493443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002046118,"about_ca_topic_score_gemma":0.001467581,"domain_scores_codex":[0.9982429,0.00002514328,0.0004902346,0.0005133287,0.0002500174,0.0004784211],"domain_scores_gemma":[0.999185,0.0001121714,0.0001859335,0.0001472325,0.00003099196,0.0003387201],"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":[0.00002417848,0.000005893708,0.0001146208,0.00001055111,0.00015093,0.00000968539,0.002427313,3.856311e-7,1.962567e-7,0.7570284,0.06189577,0.1783321],"study_design_scores_gemma":[0.0002627476,0.00001666992,0.0001897991,0.0002066212,0.00001491562,0.000001776739,0.0001160815,5.210538e-7,0.000009666607,0.02971688,0.9689355,0.0005287565],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001257831,0.0005608686,0.0001593085,0.002368678,0.0006043216,0.0003635731,0.00002186097,0.00007631093,0.9957193],"genre_scores_gemma":[0.00102766,0.004306184,0.0002333694,0.0007682854,0.0005083916,0.00003709086,0.00003978158,0.00004672179,0.9930325],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9070398,"threshold_uncertainty_score":0.9999086,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2500829895","doi":"10.1787/9789264083530-17-en","title":"Build Toronto and Invest Toronto","year":2010,"lang":"en","type":"book-chapter","venue":"Local economic and employment development","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Prosperity; Leverage (statistics); Miller; Economic growth; Global city; Sustainability; Business; Political science; Regional science; Economics; Geography","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01637277988165238,"gpt":0.2439716319639471,"spread":0.2275988520822947,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002321198,0.0002754179,0.0003279183,0.00001716172,0.0003878916,0.0001009725,0.0001621666,0.0003726139,0.002228618],"category_scores_gemma":[0.000006021146,0.0003034356,0.00004315979,0.000002811126,0.0004568068,0.0002204222,0.0001033321,0.0001554875,0.00007802327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002027006,"about_ca_system_score_gemma":0.0008283939,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3541198,"about_ca_topic_score_gemma":0.9629244,"domain_scores_codex":[0.9987289,0.00001036453,0.0003309422,0.0004362074,0.0001329468,0.0003606281],"domain_scores_gemma":[0.9991663,0.00003736188,0.0001394961,0.0001600312,0.00001287894,0.0004839504],"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":[0.00001816636,0.000008769842,0.0001255272,0.00002655125,0.0001065735,0.000007823591,0.009553565,4.860126e-7,0.000001551524,0.788265,0.02741195,0.1744741],"study_design_scores_gemma":[0.0001942158,0.00002128789,0.0007436731,0.00005470949,0.00001418497,0.000002536709,0.0002019779,0.000001784402,0.000009907379,0.005189352,0.9931639,0.0004024887],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003445872,0.004408443,0.00003625332,0.002147619,0.0007186497,0.0004286793,0.0001130684,0.00004588264,0.9886555],"genre_scores_gemma":[0.007697816,0.006586604,0.0004841339,0.003621188,0.0006490208,0.00003313402,0.00002038437,0.00004719813,0.9808605],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9657519,"threshold_uncertainty_score":0.9999418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400638997","doi":"10.1787/c3b92087-fr","title":"Avant-propos","year":2024,"lang":"fr","type":"book-chapter","venue":"Local economic and employment development","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Mathematics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04544171621747358,"gpt":0.2416682405044379,"spread":0.1962265242869643,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003577595,0.0005930734,0.000717285,0.00009620356,0.0008915465,0.0001488564,0.0002341941,0.0004370378,0.007272541],"category_scores_gemma":[0.000004477147,0.0005924161,0.0001896616,0.00002127938,0.001846466,0.0001161476,0.0003346917,0.000363636,0.01551972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002833762,"about_ca_system_score_gemma":0.0005151366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00262039,"about_ca_topic_score_gemma":0.01277043,"domain_scores_codex":[0.9975161,0.00002643421,0.0007501995,0.0007983458,0.0002662912,0.0006426084],"domain_scores_gemma":[0.9992185,0.00008541195,0.0001567086,0.0001480927,0.00002961663,0.0003616743],"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":[0.000008362719,0.00001811289,0.00006426364,0.00007858923,0.0004798186,0.000025597,0.008114232,0.00001241051,1.961989e-7,0.8129193,0.008659886,0.1696192],"study_design_scores_gemma":[0.0002095994,0.00006633713,0.0001943072,0.0002957413,0.0001062203,0.000002863357,0.0009332188,0.00008029049,0.000008895498,0.04160738,0.955777,0.0007180936],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001808389,0.01967645,0.0002467964,0.003635174,0.01139566,0.0005926316,0.00004536347,0.0001317381,0.9624678],"genre_scores_gemma":[0.02551488,0.01306496,0.0004430187,0.0005235188,0.0009494835,0.00005753416,0.00002862591,0.00007409766,0.9593439],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9471171,"threshold_uncertainty_score":0.9996527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W653212602","doi":"10.1787/9789264028982-5-fr","title":"Chapitre 2. L’intégration des immigrés au canada : tenir compte de la diversité des compétences","year":2007,"lang":"fr","type":"book-chapter","venue":"Local economic and employment development","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","authors":[{"name":"Bob Birrell","is_ca":false},{"name":"Elizabeth McIsaac","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02889441253800135,"gpt":0.248694392311206,"spread":0.2197999797732047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0009338926,0.0004207777,0.0004620855,0.00005617852,0.002104471,0.0001239881,0.0003825503,0.0003013383,0.0007937914],"category_scores_gemma":[0.000012993,0.0004238685,0.00008258293,0.00006315411,0.004166745,0.0002411486,0.000175484,0.0002266919,0.00006216537],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006092423,"about_ca_system_score_gemma":0.004202701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9543557,"about_ca_topic_score_gemma":0.9930491,"domain_scores_codex":[0.997574,0.0000815213,0.0005483273,0.000570171,0.0003984802,0.0008274832],"domain_scores_gemma":[0.9987478,0.0002634567,0.0003331312,0.0001059511,0.00005275408,0.0004969123],"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":[0.00003680039,0.00003901693,0.1043797,0.00006033328,0.0001758728,0.0000422978,0.02338569,0.00033007,0.000001865074,0.3180639,0.0008700695,0.5526143],"study_design_scores_gemma":[0.0004237258,0.00009000766,0.4520761,0.0003245687,0.0000600713,0.00001097695,0.009012472,0.0002656445,0.00004250647,0.01090453,0.5259511,0.0008382678],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7763544,0.001773661,0.002938233,0.0008976324,0.001081634,0.0003681092,0.00006046227,0.00003856511,0.2164873],"genre_scores_gemma":[0.9621469,0.00273739,0.002747013,0.0004762728,0.0003839845,0.00001371275,0.00002030987,0.00002468438,0.03144978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5517761,"threshold_uncertainty_score":0.9998213,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}