{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":44,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":44,"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":"5c6dd30944a2","filters":{"venue":"Industrial and Corporate Change"}},"results":[{"id":"W1965217122","doi":"10.1093/icc/dtl016","title":"Linking the technological regime to the technological catch-up: analyzing Korea and Taiwan using the US patent data","year":2006,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":221,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Technological change; Political science; Regional science; Management; Business; Sociology; Economics","authors":[{"name":"Kyoo-Ho Park","is_ca":false},{"name":"Keun Lee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4568100044828003,"gpt":0.265711009615561,"spread":0.1910989948672393,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001340608,0.0002237651,0.0003605445,0.006037381,0.0003722001,0.00122835,0.0003845007,0.0004267759,0.001453368],"category_scores_gemma":[0.007726993,0.000129208,0.0007596333,0.006859804,0.0003498676,0.001449023,0.001005749,0.000428275,0.0003504894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005512023,"about_ca_system_score_gemma":0.0004407523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01688063,"about_ca_topic_score_gemma":0.01197029,"domain_scores_codex":[0.9991956,0.0001107511,0.0001695948,0.0001472207,0.0002150812,0.0001617039],"domain_scores_gemma":[0.9848893,0.005709009,0.006648858,0.0009268029,0.001403645,0.0004224957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006446888,0.00004120236,0.9875304,0.00004232055,0.0001081168,0.0005884938,0.0003580104,0.001010017,0.0008530202,0.0003450524,0.0001833328,0.008875706],"study_design_scores_gemma":[0.000004039487,0.00007179964,0.9938248,0.00001625969,0.00006860029,0.0002518486,0.0009426008,0.00293088,0.0006671921,0.0001315848,0.0010773,0.00001306453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986557,0.0001464426,0.0001513574,0.00001617632,9.980546e-7,0.000005476104,0.0005257849,0.00000426684,0.0004938418],"genre_scores_gemma":[0.9977901,0.0001140521,0.0001984537,0.000004755125,0.000003467738,0.000007914993,0.001630192,0.000002249178,0.0002487864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01688063,"threshold_uncertainty_score":0.03356475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030035678","doi":"10.1093/icc/dtj017","title":"Plant turnover and productivity growth in Canadian manufacturing","year":2006,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":171,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Statistics Canada","funders":"","keywords":"Productivity; Management; Agricultural economics; Library science; History; Operations management; Economics; Economic growth; Computer science","authors":[{"name":"John R. Baldwin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1507620508304885,"gpt":0.1964407943451534,"spread":0.04567874351466489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007112222,0.0001600009,0.0002344065,0.002703452,0.001357324,0.001198042,0.0006067068,0.0004181112,0.001915201],"category_scores_gemma":[0.003571946,0.0001392673,0.0003880134,0.003296174,0.0006143323,0.0003462701,0.0005855162,0.0006479245,0.000192583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03142537,"about_ca_system_score_gemma":0.01460753,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9803225,"about_ca_topic_score_gemma":0.9869906,"domain_scores_codex":[0.999359,0.0000244255,0.00001575483,0.00005214476,0.0002565887,0.0002921503],"domain_scores_gemma":[0.9974725,0.0002682517,0.0007032831,0.0000724823,0.0009523191,0.0005310457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001514245,0.00003324769,0.9655524,0.00005702297,0.00005051088,0.0003833851,0.00149305,0.00399262,0.0005619057,0.001992777,0.003046491,0.02268516],"study_design_scores_gemma":[0.000004284464,0.00001057539,0.9937165,0.00002256627,0.00001303618,0.00006251912,0.0007938465,0.002623994,0.0001491729,0.0001152744,0.002479153,0.000009139152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914294,0.001271969,0.0001704824,0.00064609,0.00001024294,0.000008476161,0.001640721,0.00001748383,0.004804977],"genre_scores_gemma":[0.9975588,0.0004503471,0.00006111192,0.00002576806,0.0000057824,0.00000206615,0.0006805357,0.000002272076,0.001213241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03142537,"threshold_uncertainty_score":0.2280081,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2966472237","doi":"10.1093/icc/dtz039","title":"Automation and productivity—a cross-country, cross-industry comparison","year":2019,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":162,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Cross country; Productivity; Automation; Industrial organization; Economics; Business; Agricultural economics; Engineering; Macroeconomics; International economics","authors":[{"name":"Lene Kromann","is_ca":true},{"name":"Nikolaj Malchow‐Møller","is_ca":false},{"name":"Jan Rose Skaksen","is_ca":false},{"name":"Anders Sørensen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3043223410541672,"gpt":0.2792265046655099,"spread":0.02509583638865737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001780778,0.0003356279,0.0004719695,0.002597263,0.0003278067,0.001203931,0.0002777867,0.0004094185,0.003512391],"category_scores_gemma":[0.003430985,0.0001825441,0.001361181,0.003038878,0.0004636887,0.0005912571,0.0009394139,0.0004566227,0.0007922533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000208014,"about_ca_system_score_gemma":0.0001809059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006178448,"about_ca_topic_score_gemma":0.003929514,"domain_scores_codex":[0.9990233,0.0003087122,0.00006427887,0.0002547404,0.0001570186,0.0001919889],"domain_scores_gemma":[0.993055,0.003185077,0.001995316,0.000674265,0.000633336,0.0004569098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002524385,0.0001127354,0.9889079,0.00004367884,0.001511344,0.0002227405,0.0001924729,0.0018435,0.000720399,0.0003240287,0.0005305975,0.005338103],"study_design_scores_gemma":[0.00001096461,0.0001327316,0.9974951,0.00001122279,0.0002391775,0.00008037908,0.0002994633,0.0007601369,0.0002465577,0.00009058764,0.0006240315,0.00000978787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966799,0.0004971176,0.0004189902,0.00004219882,0.00001364936,0.000007113278,0.001110539,0.00001074694,0.001219764],"genre_scores_gemma":[0.9976761,0.0001481542,0.0001338056,0.00001406795,0.00001465741,0.000005142949,0.001677801,0.000003528187,0.0003267771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006178448,"threshold_uncertainty_score":0.01228493,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997862868","doi":"10.1093/icc/dtp005","title":"The strategies of Chinese and Indian software multinationals: implications for internationalization theory","year":2009,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"International Business and FDI","field":"Business, Management and Accounting","cited_by":132,"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","funders":"","keywords":"Internationalization; Management; Library science; Political science; Sociology; Management theory; Media studies; Business; Economics; Computer science; International trade","authors":[{"name":"Jorge Niosi","is_ca":true},{"name":"Feichin Tschang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1179289253879317,"gpt":0.2859225003770241,"spread":0.1679935749890924,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001761985,0.0003291263,0.000210384,0.001745229,0.002092424,0.003668877,0.0007973296,0.0006604808,0.005221973],"category_scores_gemma":[0.003006749,0.000109504,0.0003050021,0.002172102,0.00691221,0.002909534,0.002220105,0.0009009547,0.0001973043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006134416,"about_ca_system_score_gemma":0.00421913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06219638,"about_ca_topic_score_gemma":0.0456645,"domain_scores_codex":[0.9991042,0.0002718811,0.00002553072,0.00006880278,0.0001086218,0.0004210254],"domain_scores_gemma":[0.9981807,0.0005630393,0.0004375711,0.0001274863,0.00026356,0.0004276007],"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":[0.0002219747,0.0003009466,0.1244271,0.000182698,0.0000482632,0.0006848812,0.1861263,0.001571578,0.0007757143,0.6103166,0.003447075,0.071897],"study_design_scores_gemma":[0.00008278143,0.0002484346,0.2640623,0.0003468737,0.0001560179,0.0005435013,0.5499146,0.008015445,0.001686159,0.1264677,0.04837659,0.00009974858],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8137883,0.0006126884,0.001130538,0.004583159,0.00002639556,0.00006818715,0.00004963697,0.00001566883,0.1797255],"genre_scores_gemma":[0.9945114,0.0002506927,0.0002289847,0.0002564437,0.000005988382,0.00002071552,0.00001883885,0.000002671512,0.004704234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06219638,"threshold_uncertainty_score":0.1236687,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084439670","doi":"10.1093/icc/dtr001","title":"The dynamics of knowledge stocks and knowledge flows: innovation consequences of recruitment and collaboration in biotech","year":2011,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":106,"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":"Knowledge flow; Overtime; Stock (firearms); Business; Population; Knowledge management; Industrial organization; Economics; Marketing; Geography; Labour economics; Computer science; Sociology","authors":[{"name":"Andreas Al‐Laham","is_ca":false},{"name":"Daniel Tzabbar","is_ca":false},{"name":"Terry L. Amburgey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3391124271406826,"gpt":0.3018394466132302,"spread":0.03727298052745237,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004194901,0.0001111049,0.0003011252,0.001599617,0.0007107804,0.002264143,0.0005803483,0.0009656828,0.00370751],"category_scores_gemma":[0.04063249,0.0001917344,0.0002522062,0.002219824,0.001169686,0.003142963,0.001929468,0.0008626353,0.0002747809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001268918,"about_ca_system_score_gemma":0.0009001503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01011912,"about_ca_topic_score_gemma":0.01201109,"domain_scores_codex":[0.9988418,0.0004285589,0.0001312101,0.0001692074,0.0001800111,0.0002491612],"domain_scores_gemma":[0.9508507,0.03131625,0.01297527,0.001301888,0.001520841,0.002035063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001575996,0.0001683202,0.9706796,0.00002291641,0.00005167367,0.0001890256,0.0009824319,0.005974289,0.0005009825,0.006751609,0.0002407011,0.01428088],"study_design_scores_gemma":[0.00001685824,0.0001173041,0.9672188,0.00002441587,0.00004595552,0.0001620608,0.001993739,0.01652299,0.00048814,0.0126269,0.0007591355,0.00002375236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997597,0.0001240271,0.0004409231,0.000437904,0.000001851043,0.000007423397,0.000143299,0.000003296746,0.001244121],"genre_scores_gemma":[0.9995079,0.0000511724,0.00007035621,0.00001289869,0.000004614885,0.000005065575,0.00006767181,6.906439e-7,0.0002796559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01011912,"threshold_uncertainty_score":0.02218503,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2951836203","doi":"10.1093/icc/dtz033","title":"Fostering the growth of student start-ups from university accelerators: an entrepreneurial ecosystem perspective","year":2019,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":105,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"Ministère de l’Éducation, Gouvernement de l’Ontario; Government of Ontario; Ministry of Advanced Education and Skills Development","keywords":"Perspective (graphical); Product (mathematics); Start up; Process (computing); New product development; Marketing; Business; Management; Business administration; Economics; Computer science","authors":[{"name":"Shiri M. Breznitz","is_ca":true},{"name":"Qiantao Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1965253901517006,"gpt":0.2510337069295874,"spread":0.05450831677788678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007519546,0.0001265427,0.0001425106,0.0008883638,0.001074949,0.003032368,0.0002480238,0.0002980999,0.003348969],"category_scores_gemma":[0.001710084,0.00009089275,0.0001606049,0.0006632431,0.0008044679,0.0009138549,0.002646736,0.0004515453,0.0003640571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001240975,"about_ca_system_score_gemma":0.00200132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004051586,"about_ca_topic_score_gemma":0.01973408,"domain_scores_codex":[0.99963,0.0001040848,0.000008087251,0.00002239269,0.00006660151,0.000168865],"domain_scores_gemma":[0.9973497,0.0002765658,0.0005122479,0.00006585818,0.0002129268,0.001582648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002048662,0.0006523249,0.8954948,0.0001135756,0.00004297409,0.001081653,0.009860526,0.0006508382,0.007306824,0.009797731,0.002038691,0.07275517],"study_design_scores_gemma":[0.00001379512,0.0003534382,0.948316,0.0001110983,0.00002661171,0.000280685,0.03063747,0.0008015116,0.002343547,0.001875211,0.01522441,0.00001623513],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923822,0.0001325135,0.0001756591,0.0003998918,0.000006921098,0.000009069362,0.00002244631,0.000005991465,0.006865166],"genre_scores_gemma":[0.998727,0.0001168584,0.0001127423,0.00002181144,0.000004139303,0.000002231311,0.00001411191,0.000001023537,0.001000078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004051586,"threshold_uncertainty_score":0.01120347,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3123710536","doi":"10.1093/icc/dth064","title":"Organizing venture capital: the rise and demise of American Research &amp; Development Corporation, 1946–1973","year":2005,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":96,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Research & Development Corporation","funders":"Alfred P. Sloan Foundation","keywords":"Demise; Venture capital; Corporation; General partnership; Institution; Context (archaeology); Social venture capital; Capital (architecture); Limited partnership; Economics; Management; Finance; Business; Sociology; Political science; Law; Social science; History","authors":[{"name":"David H. Hsu","is_ca":true},{"name":"Martín Kenney","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.350698949702509,"gpt":0.3054606994215364,"spread":0.04523825028097261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001705633,0.0001405875,0.0001054815,0.002699006,0.004287139,0.005343674,0.0002992295,0.0008417231,0.001872178],"category_scores_gemma":[0.004913577,0.0002571925,0.00007743953,0.003669675,0.006655262,0.003026567,0.001948488,0.001324474,0.0002302462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008218818,"about_ca_system_score_gemma":0.003434864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04579458,"about_ca_topic_score_gemma":0.07359532,"domain_scores_codex":[0.9993001,0.0001885173,0.00002932822,0.0001076747,0.0001730222,0.0002014299],"domain_scores_gemma":[0.9977503,0.0007899303,0.0005021088,0.0001350736,0.0003605947,0.0004619912],"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":[0.000153459,0.0001771015,0.08807138,0.0001473383,0.00002509685,0.001059498,0.1162247,0.0008304376,0.001483547,0.4639621,0.01954587,0.3083194],"study_design_scores_gemma":[0.00001435255,0.00007369542,0.2278621,0.0003193823,0.0000119598,0.0005224021,0.02646829,0.0004203913,0.001348288,0.02253287,0.7203869,0.00003943947],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8411136,0.02128739,0.00111346,0.01367224,0.0001431713,0.00003483033,0.0002348275,0.00001784409,0.1223826],"genre_scores_gemma":[0.9880228,0.005677363,0.0002908112,0.0003896424,0.0001065916,0.00001286612,0.00005685522,0.000005785897,0.00543731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04579458,"threshold_uncertainty_score":0.09105605,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3173740378","doi":"10.1093/icc/dtaa059","title":"Is the fourth industrial revolution a continuation of the third industrial revolution or something new under the sun? Analyzing technological regimes using US patent data","year":2020,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Institute for Advanced Research","funders":"National Research University Higher School of Economics","keywords":"Industrial Revolution; Generality; Emerging technologies; Originality; Technological change; Computer science; Economics; Management; Artificial intelligence; Law; Political science; Creativity","authors":[{"name":"Jong-Ho Lee","is_ca":false},{"name":"Keun Lee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7764456197144634,"gpt":0.2941874515482943,"spread":0.4822581681661691,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.002945406,0.0001184296,0.0004387882,0.007702095,0.0004756405,0.002696155,0.0003569145,0.0004443638,0.003831233],"category_scores_gemma":[0.01966718,0.0001075083,0.0005686707,0.01242604,0.0008523571,0.002102828,0.0008719254,0.0008260333,0.0005684117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001077789,"about_ca_system_score_gemma":0.0008144148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007673626,"about_ca_topic_score_gemma":0.005954853,"domain_scores_codex":[0.9980698,0.0003010126,0.0002816921,0.0003021685,0.0007338534,0.000311427],"domain_scores_gemma":[0.9606574,0.0151431,0.01836258,0.001855761,0.003129037,0.0008521847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001929242,0.00004782445,0.9478143,0.0001907446,0.0002092826,0.0002202274,0.0007556233,0.001221067,0.0005873414,0.00979194,0.002422344,0.03654631],"study_design_scores_gemma":[0.0000115977,0.00006626073,0.9783482,0.0001725342,0.0001380083,0.0001292435,0.001934191,0.002139771,0.0006093172,0.002886897,0.01353926,0.00002472156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980399,0.002076501,0.0009239739,0.0006956708,0.00003434539,0.00001981078,0.003026143,0.00001976983,0.01280494],"genre_scores_gemma":[0.9961429,0.0007467723,0.00033197,0.00004525942,0.00005732917,0.00001430235,0.002115356,0.000008301027,0.0005378281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9922979,"threshold_uncertainty_score":0.01557702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1975155767","doi":"10.1093/icc/dtr029","title":"Information technology and the changing workplace in Canada: firm-level evidence","year":2011,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba; University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada; University of Saskatchewan","keywords":"Productivity; Spillover effect; Information and Communications Technology; Information technology; The Internet; Business; Human capital; Competition (biology); Sample (material); Industrial organization; Marketing; Technological change; Labour economics; Momentum (technical analysis); Control (management); Economics; Microeconomics; Management; Market economy; Economic growth","authors":[{"name":"Saeed Moshiri","is_ca":true},{"name":"Wayne Simpson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2598018880091842,"gpt":0.2173525174493,"spread":0.04244937055988426,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001966052,0.0003613979,0.0006623246,0.003681744,0.003271951,0.002198205,0.001898193,0.0006932215,0.004196682],"category_scores_gemma":[0.008607178,0.000353272,0.0007563236,0.01118555,0.001194406,0.0007969672,0.001322552,0.001186173,0.0003833968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03344372,"about_ca_system_score_gemma":0.04523681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9974232,"about_ca_topic_score_gemma":0.9982167,"domain_scores_codex":[0.9977188,0.000166219,0.0001336091,0.0002593946,0.001134269,0.0005877307],"domain_scores_gemma":[0.9858288,0.002533974,0.003889492,0.0005913144,0.004945274,0.002211268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001069252,0.000117427,0.9743279,0.0001957683,0.0001809076,0.0001452896,0.0009386779,0.0005822259,0.00009537654,0.001096688,0.003335133,0.01887772],"study_design_scores_gemma":[0.00001711706,0.00002641852,0.9933006,0.0001142249,0.0001253885,0.00002716617,0.001379283,0.001269157,0.0001062151,0.0001462863,0.003469512,0.00001876952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966444,0.009490485,0.0005658813,0.003026362,0.00005526159,0.0000846319,0.009646712,0.00004778216,0.01063886],"genre_scores_gemma":[0.990733,0.004001974,0.0003228773,0.0002464344,0.00002418974,0.00001262669,0.002808695,0.000008043718,0.001842027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03344372,"threshold_uncertainty_score":0.2426523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2762509870","doi":"10.1093/icc/dtx036","title":"Cross-local knowledge fertilization, cluster emergence, and the generation of buzz","year":2017,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"University of Toronto; Deutsche Forschungsgemeinschaft","keywords":"Marketing buzz; Economic geography; Cluster (spacecraft); Perspective (graphical); Process (computing); Sociology; Geography; Computer science; Business; Advertising; Artificial intelligence","authors":[{"name":"Sebastian Henn","is_ca":false},{"name":"Harald Bathelt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3181669143608067,"gpt":0.2984986128059834,"spread":0.01966830155482335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003077248,0.000254005,0.0004618563,0.00243297,0.004413295,0.004221515,0.001232775,0.001606865,0.006096863],"category_scores_gemma":[0.01207954,0.0003127565,0.0004999616,0.002350343,0.009322256,0.006464935,0.007133337,0.001382693,0.0004895478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003123153,"about_ca_system_score_gemma":0.001322292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002492295,"about_ca_topic_score_gemma":0.00360306,"domain_scores_codex":[0.9980077,0.0007738848,0.00006153907,0.0004542718,0.0003542765,0.000348388],"domain_scores_gemma":[0.9928752,0.00392769,0.0008671038,0.001094653,0.0005756319,0.0006597264],"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":[0.000134234,0.00009929956,0.02536598,0.0002402107,0.00004994177,0.002283627,0.0489881,0.004471153,0.002831492,0.8353072,0.001917596,0.07831126],"study_design_scores_gemma":[0.00004571432,0.0001820477,0.02900956,0.0001883014,0.00005482361,0.00138525,0.04922009,0.0105167,0.003364722,0.858063,0.04788711,0.00008260815],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.729703,0.001366096,0.09346189,0.004334977,0.00009650532,0.0002090021,0.0001177298,0.0002483765,0.1704625],"genre_scores_gemma":[0.9906234,0.0001642568,0.005801492,0.00006704158,0.00001048458,0.00004798512,0.00003361752,0.00001595621,0.003235661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006096863,"threshold_uncertainty_score":0.02266014,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2558372028","doi":"10.1093/icc/dtw046","title":"Why do some patents get licensed while others do not?","year":2016,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":43,"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":"Attractiveness; Business; Patent portfolio; Quality (philosophy); Prestige; Industrial organization; Marketing; Portfolio; Patent analysis; Intellectual property; Computer science; Finance","authors":[{"name":"Karen Ruckman","is_ca":true},{"name":"Ian P. McCarthy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4499437774059028,"gpt":0.2325236564992508,"spread":0.217420120906652,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.00478571,0.0001576939,0.0007372866,0.002578371,0.0009885253,0.003588615,0.0007163123,0.001317982,0.006590739],"category_scores_gemma":[0.02206744,0.0001968058,0.0008712005,0.003108657,0.002067013,0.003309596,0.00101855,0.0013322,0.001299842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007972558,"about_ca_system_score_gemma":0.0006857158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008325359,"about_ca_topic_score_gemma":0.01018771,"domain_scores_codex":[0.9977345,0.0004336855,0.0002272864,0.0006712684,0.0004522022,0.0004810254],"domain_scores_gemma":[0.9639481,0.01865477,0.01277621,0.001740173,0.001664212,0.001216428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000114892,0.0001229936,0.954962,0.0001315947,0.0002991886,0.0003984783,0.001436197,0.001315849,0.001368017,0.007994368,0.001678471,0.03017798],"study_design_scores_gemma":[0.00004361825,0.000141172,0.9680437,0.00006771658,0.0002305316,0.0006618737,0.003046219,0.004695322,0.001460006,0.01423138,0.007336322,0.00004220705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821292,0.001519395,0.003415197,0.002213514,0.00004599381,0.00006534096,0.0006266559,0.00006021547,0.009924508],"genre_scores_gemma":[0.9981347,0.0003083071,0.0003060032,0.0001421197,0.00004499151,0.00001152979,0.0001839103,0.00001156854,0.0008568656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9974216,"threshold_uncertainty_score":0.02530956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2163791884","doi":"10.1093/icc/dtj015","title":"Why tense, unstable, and diverse relations are inherent in co-designing with suppliers: an aerospace case study","year":2006,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Product Development and Customization","field":"Business, Management and Accounting","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Aerospace; Diversity (politics); Business; Computer science; Process management; Sociology; Engineering; Aerospace engineering","authors":[{"name":"Alan O’Sullivan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1524999672664368,"gpt":0.2370989056530892,"spread":0.08459893838665242,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01042553,0.0003656271,0.0003205087,0.001852368,0.01485446,0.005280985,0.00101756,0.003018664,0.004608981],"category_scores_gemma":[0.01530308,0.0006256385,0.0004371925,0.002292837,0.01160058,0.006101019,0.004137749,0.002510026,0.0004829107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004792278,"about_ca_system_score_gemma":0.00234907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008493118,"about_ca_topic_score_gemma":0.02468869,"domain_scores_codex":[0.9883034,0.008219915,0.0002765869,0.0005492038,0.00177574,0.0008750785],"domain_scores_gemma":[0.9824405,0.01184119,0.001678491,0.001061691,0.001134319,0.00184394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002135234,0.0004035164,0.03976636,0.0001738355,0.00002951929,0.02161837,0.8345844,0.0008768517,0.002539054,0.06141083,0.007218697,0.03116501],"study_design_scores_gemma":[0.00005154485,0.000307518,0.01521869,0.0001810636,0.00004372073,0.01386613,0.8774852,0.002109573,0.002043006,0.0163762,0.07223894,0.00007835179],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9200835,0.0006102088,0.006870911,0.009171546,0.00004719014,0.0001012104,0.00002895214,0.00003293988,0.06305348],"genre_scores_gemma":[0.9926576,0.0002603995,0.002022081,0.000432375,0.00001359417,0.00003826838,0.00001289993,0.00001766544,0.004545133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01485446,"threshold_uncertainty_score":0.05513614,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1967042443","doi":"10.1093/icc/dtq064","title":"Firm dynamics and productivity growth: a comparison of the retail trade and manufacturing sectors","year":2011,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Statistics Canada","funders":"","keywords":"Productivity; Agricultural economics; Manufacturing sector; Management; Retail trade; Section (typography); Economics; Business; Economic history; Commerce; Advertising; Labour economics; Economic growth","authors":[{"name":"John R. Baldwin","is_ca":true},{"name":"Wulong Gu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.344311329276505,"gpt":0.2304614246868212,"spread":0.1138499045896839,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005037966,0.0002078918,0.0002847033,0.003101905,0.0002375585,0.001690113,0.0002334388,0.0003522136,0.002308442],"category_scores_gemma":[0.004078217,0.0001408543,0.0003841417,0.003592761,0.000581149,0.001282801,0.001020642,0.0003959413,0.000494003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008524078,"about_ca_system_score_gemma":0.0004255516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005366991,"about_ca_topic_score_gemma":0.004342483,"domain_scores_codex":[0.9995682,0.00008738523,0.00002349406,0.00005341746,0.0001077803,0.0001597651],"domain_scores_gemma":[0.9964895,0.00169329,0.0007443255,0.0001688032,0.0004732809,0.0004307526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005135008,0.0001582266,0.9351025,0.00008673176,0.0001298308,0.0007928171,0.001863827,0.005592752,0.004023691,0.008435825,0.000668001,0.0426323],"study_design_scores_gemma":[0.00001201853,0.00009580971,0.9870062,0.00001954746,0.00001946108,0.0003055001,0.001983595,0.004373498,0.0009344937,0.002996532,0.002239614,0.00001367515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900488,0.0007375302,0.0006332468,0.0003116486,0.000006434021,0.000006447602,0.0002729907,0.00001157635,0.007971433],"genre_scores_gemma":[0.9990677,0.0002442705,0.00007999792,0.00001075288,0.000008618346,0.000001820448,0.0002053187,0.000002537552,0.000378946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005366991,"threshold_uncertainty_score":0.0106715,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000797205","doi":"10.1093/icc/12.4.697","title":"Where do small worlds come from?","year":2003,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","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":"Clique; Intermediary; Centrality; Business; Core (optical fiber); Small-world network; Syndicate; Network formation; Interpersonal ties; Control (management); Network analysis; Industrial organization; Investment (military); Economic geography; Complex network; Computer science; Marketing; Economics; Politics; Engineering; Telecommunications; Political science; Sociology; Management; Finance; Mathematics","authors":[{"name":"Joel A. C. Baum","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1743956027410479,"gpt":0.2190411424037785,"spread":0.0446455396627306,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002653308,0.0005322978,0.0007650341,0.002914283,0.006108159,0.01449842,0.001512832,0.003288857,0.01779245],"category_scores_gemma":[0.01668755,0.0006556879,0.0006368436,0.002700714,0.02793129,0.04292463,0.005679567,0.003707843,0.001619459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003540049,"about_ca_system_score_gemma":0.001476047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005465609,"about_ca_topic_score_gemma":0.005504576,"domain_scores_codex":[0.997589,0.001156051,0.00006716695,0.0006394858,0.0002588037,0.000289464],"domain_scores_gemma":[0.9885853,0.006260477,0.001257546,0.001901841,0.0008008521,0.00119394],"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":[0.00001217052,0.000009057462,0.001845726,0.00005029474,0.00001319366,0.0001752759,0.006005757,0.0003593203,0.00007214049,0.9782033,0.002948763,0.01030496],"study_design_scores_gemma":[0.000006935693,0.000007979029,0.001424563,0.00008566157,0.000006690333,0.0001660717,0.005162922,0.0008468664,0.00007884924,0.9470912,0.04510593,0.00001628346],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1741112,0.01908145,0.1511526,0.1124214,0.001078901,0.0002282017,0.001198289,0.0005731568,0.5401548],"genre_scores_gemma":[0.966442,0.005157636,0.01294816,0.002281607,0.0003699987,0.000184232,0.0002128285,0.0001578455,0.0122455],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01779245,"threshold_uncertainty_score":0.05952173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3201240449","doi":"10.1093/icc/dtab056","title":"Corporate governance and R&amp;D investment: the role of debt financing","year":2021,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":24,"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":"Corporate governance; Debt; Investment (military); Finance; Business; Corporate finance; Internal financing; Debt financing; Debt ratio; External financing; Financial system; Monetary economics; Economics","authors":[{"name":"Hussain Muhammad","is_ca":false},{"name":"Stefania Migliori","is_ca":false},{"name":"Sana Mohsni","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1360904720761511,"gpt":0.215610520899994,"spread":0.07952004882384289,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001510306,0.0001069954,0.0001987551,0.001020341,0.0002279392,0.00152705,0.0002584727,0.0003187368,0.002267157],"category_scores_gemma":[0.007597768,0.00008835278,0.0001542749,0.001347027,0.0004865988,0.000700122,0.0007613004,0.0005040142,0.0002581796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007937794,"about_ca_system_score_gemma":0.0006590745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005034523,"about_ca_topic_score_gemma":0.007415825,"domain_scores_codex":[0.9992343,0.0002474239,0.00008085356,0.00009830503,0.0001550766,0.0001840397],"domain_scores_gemma":[0.9750741,0.005661102,0.01625593,0.0004703665,0.0008514394,0.001687001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001754107,0.00002520788,0.9944046,0.00001057026,0.00002085912,0.00004922827,0.00006609564,0.0002887454,0.0001268408,0.0005624279,0.0002142602,0.004213638],"study_design_scores_gemma":[0.000003511672,0.00002388176,0.9970323,0.00002488187,0.00001447265,0.00005877134,0.0002200644,0.0005973894,0.0002233251,0.0003740563,0.001424315,0.000002948052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931207,0.0009280019,0.0002687949,0.000967282,0.000004989936,0.00001209843,0.000406127,0.000005082704,0.004286884],"genre_scores_gemma":[0.9991597,0.0001414986,0.00005578758,0.00003264841,0.000008889535,0.00000250715,0.0001570011,7.157585e-7,0.0004411552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005034523,"threshold_uncertainty_score":0.01001048,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2801457445","doi":"10.1093/icc/dty005","title":"The merits of playing it by the book: routine versus deliberate learning and the development of dynamic capabilities","year":2018,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Psychology; Operations management; Computer science; Economics","authors":[{"name":"Félix Arndt","is_ca":false},{"name":"Sebastian Fourné","is_ca":true},{"name":"Kieran MacInerney-May","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1181378814037101,"gpt":0.2579128346929919,"spread":0.1397749532892818,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004580484,0.0001590262,0.0001970863,0.001195512,0.00076748,0.00514416,0.0004887862,0.0007535481,0.004802461],"category_scores_gemma":[0.04763543,0.000151804,0.0001976914,0.001501584,0.006145683,0.006816468,0.002206856,0.001424863,0.0003731906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001243479,"about_ca_system_score_gemma":0.001281446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008884027,"about_ca_topic_score_gemma":0.00140616,"domain_scores_codex":[0.9967319,0.001782512,0.0001564601,0.0002888477,0.0008320344,0.0002083561],"domain_scores_gemma":[0.9086831,0.0669033,0.01311632,0.005085715,0.003456469,0.002754997],"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":[0.0004146752,0.0003566532,0.2622664,0.0004895608,0.0001360719,0.0005250538,0.0351202,0.003170035,0.003826538,0.4532675,0.001872608,0.2385547],"study_design_scores_gemma":[0.00006480652,0.0006336368,0.5101025,0.0007017685,0.0001306878,0.001057413,0.03208024,0.006775551,0.006140886,0.3860857,0.05605326,0.0001736101],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8620523,0.001549708,0.01147891,0.003428549,0.00004213006,0.00004876786,0.00005049479,0.00004897778,0.1213002],"genre_scores_gemma":[0.9965652,0.0002176623,0.001696793,0.00009383081,0.00001696905,0.000009460141,0.00001680104,0.000009113159,0.001374259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00514416,"threshold_uncertainty_score":0.02422422,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2911633003","doi":"10.1093/icc/dty059","title":"The export additionality of innovation policy","year":2018,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":18,"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":"Additionality; Scope (computer science); Psychological intervention; German; Business; Empirical evidence; Economics; Industrial organization; Panel data; Public economics","authors":[{"name":"Mark Freel","is_ca":true},{"name":"Rebecca Liu","is_ca":false},{"name":"Christian Rammer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4423469095132336,"gpt":0.2926496671922823,"spread":0.1496972423209513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004597635,0.0002415714,0.0005771927,0.000943266,0.0005792312,0.00275392,0.0003775413,0.0009650256,0.01190232],"category_scores_gemma":[0.0273533,0.0001422349,0.0006634719,0.0009389141,0.002100236,0.002098939,0.002050385,0.001546874,0.0005583086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001856842,"about_ca_system_score_gemma":0.001360371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002623155,"about_ca_topic_score_gemma":0.001890059,"domain_scores_codex":[0.9971461,0.001228466,0.0001928571,0.0005420527,0.0003295039,0.0005611024],"domain_scores_gemma":[0.9622068,0.02335799,0.00891275,0.002596498,0.001595233,0.001330792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001773993,0.0006847354,0.6656775,0.000798494,0.0006131358,0.0008025472,0.00196193,0.01580116,0.004107958,0.1956712,0.004692259,0.1074151],"study_design_scores_gemma":[0.0001668325,0.001031723,0.8664309,0.0003251066,0.0006154508,0.0003136079,0.002714072,0.01051197,0.006712411,0.07331936,0.03779047,0.00006807519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9276078,0.002463773,0.006732901,0.005821308,0.00009083415,0.00006100794,0.0008554846,0.0001486736,0.05621822],"genre_scores_gemma":[0.9967896,0.0003266586,0.0002474299,0.0001652655,0.00004179197,0.00001461934,0.0001411298,0.00001006515,0.002263336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01190232,"threshold_uncertainty_score":0.03981727,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3023090635","doi":"10.1093/icc/dtw001","title":"Open business models and venture capital finance","year":2016,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Venture capital; Corporate governance; Business; Finance; Social venture capital; Entrepreneurial finance; Empirical evidence; Industrial organization; Accounting; Financial system","authors":[{"name":"Massimo G. Colombo","is_ca":false},{"name":"Douglas J. Cumming","is_ca":true},{"name":"Ali Mohammadi","is_ca":false},{"name":"Cristina Rossi‐Lamastra","is_ca":false},{"name":"Anu Wadhwa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2735633174729526,"gpt":0.2488544988244474,"spread":0.02470881864850524,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001035475,0.000151525,0.0001972508,0.00123094,0.0006818878,0.002583299,0.0002786307,0.0005072242,0.005611015],"category_scores_gemma":[0.00943252,0.00008714743,0.0001523257,0.00148453,0.001583528,0.002490662,0.001468499,0.0007776657,0.0003435782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008808836,"about_ca_system_score_gemma":0.0006161876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002189382,"about_ca_topic_score_gemma":0.002862111,"domain_scores_codex":[0.9993106,0.0002635693,0.00003023355,0.00007231531,0.0001405138,0.0001826474],"domain_scores_gemma":[0.9835377,0.005795807,0.007681503,0.0005092812,0.000428544,0.002047105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002483764,0.0007795841,0.6181064,0.0001272725,0.00007600973,0.0005843967,0.002544617,0.004982037,0.0006662414,0.2537198,0.00512852,0.1130367],"study_design_scores_gemma":[0.0001106619,0.0004741736,0.5103714,0.0003783099,0.00005989993,0.001305558,0.006506852,0.01704389,0.0007441412,0.4283015,0.0346489,0.00005470437],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9527155,0.002641644,0.004268406,0.002243014,0.00002603347,0.0000303242,0.0001871095,0.00001897772,0.03786901],"genre_scores_gemma":[0.9984934,0.0003082632,0.0001331321,0.00003726858,0.00002693371,0.000005157034,0.00004555671,0.000001282921,0.0009490449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005611015,"threshold_uncertainty_score":0.01877069,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1968675896","doi":"10.1093/icc/dtr018","title":"Effects of ancestral populations on entrepreneurial founding and failure: private liquor stores in Alberta, 1994-2003","year":2011,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"Government of Alberta","keywords":"Legitimation; Government (linguistics); Competition (biology); Population; Empirical evidence; Business; Economic geography; Economics; Political science; Law; Politics; Sociology; Demography; Biology; Ecology","authors":[{"name":"Glen Dowell","is_ca":false},{"name":"Richard J. David","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1895847330382573,"gpt":0.2400011878389589,"spread":0.05041645480070162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007588619,0.0001823212,0.0003348214,0.001026494,0.002054804,0.001527558,0.001485625,0.0004700948,0.001873773],"category_scores_gemma":[0.00392833,0.0002025056,0.0002681194,0.002101249,0.002785961,0.0005402633,0.001760487,0.0007025412,0.0001071297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01336699,"about_ca_system_score_gemma":0.005962007,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.944849,"about_ca_topic_score_gemma":0.9805524,"domain_scores_codex":[0.9992288,0.0001179026,0.00002237722,0.0001134375,0.0002391647,0.000278264],"domain_scores_gemma":[0.996864,0.0004808037,0.0008560335,0.0002326348,0.0007465471,0.0008200084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001734307,0.00005442955,0.9830669,0.000008616704,0.00004191359,0.0003074353,0.003188136,0.001162442,0.0002271834,0.0006764826,0.0006070805,0.01048596],"study_design_scores_gemma":[0.000005735894,0.00002406747,0.9932961,0.000008599412,0.00001675465,0.00005885499,0.005002697,0.0007570948,0.00006766497,0.0001465702,0.0006078405,0.00000809508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987351,0.00007847875,0.00006320255,0.0001280862,0.000001955094,0.000003717381,0.0001279655,0.000003656978,0.0008577576],"genre_scores_gemma":[0.9991693,0.00005599381,0.000051359,0.00001000313,0.000001509817,0.000001716687,0.0001285121,0.000001480763,0.0005800247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05515105,"threshold_uncertainty_score":0.1109516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3158141732","doi":"10.1093/icc/dtaa036","title":"Knowledge intermediation strategies: a dynamic capability perspective","year":2020,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":12,"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":"Intermediation; Intermediary; Absorptive capacity; Business; Knowledge management; Knowledge transfer; Knowledge value chain; Service (business); Industrial organization; Marketing; Organizational learning; Computer science","authors":[{"name":"Namatié Traoré","is_ca":false},{"name":"Nabil Amara","is_ca":true},{"name":"Khalil Rhaiem","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2266948347574553,"gpt":0.2833709742236373,"spread":0.056676139466182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002876957,0.0006859206,0.000311945,0.008367406,0.00162891,0.008737802,0.00159808,0.001208647,0.009797911],"category_scores_gemma":[0.01167522,0.0002710337,0.0005504529,0.004574444,0.005363433,0.00951768,0.005266402,0.000939592,0.0007040999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005452322,"about_ca_system_score_gemma":0.00432959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01545191,"about_ca_topic_score_gemma":0.007249042,"domain_scores_codex":[0.9978472,0.0006343643,0.0001284768,0.0003163639,0.0005297401,0.0005439455],"domain_scores_gemma":[0.9881142,0.006589387,0.002051777,0.0007493594,0.001427842,0.001067423],"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":[0.000163698,0.0001743428,0.07673112,0.0004069223,0.0001029532,0.001280088,0.01739203,0.01224749,0.001965719,0.8048128,0.0009759092,0.08374692],"study_design_scores_gemma":[0.000117321,0.000339015,0.1000213,0.00136865,0.0002668293,0.002715507,0.07941268,0.06450082,0.005460802,0.6848055,0.06078037,0.0002112814],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6193444,0.002396344,0.03782582,0.004080064,0.00002444873,0.0001999096,0.000415183,0.0001071141,0.3356068],"genre_scores_gemma":[0.9962274,0.0002477845,0.00223564,0.00002810567,0.000005713324,0.0000257111,0.00004367387,0.000004698841,0.001181334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01545191,"threshold_uncertainty_score":0.03955954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220910146","doi":"10.1093/icc/dtac019","title":"Industrial R&amp;D and national innovation policy: an institutional reappraisal of the US national innovation system","year":2022,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Corporate governance; Shareholder value; Politics; Economics; Stakeholder; Market economy; Shareholder; Business; Finance; Political science; Management","authors":[{"name":"Ibrahim Shaikh","is_ca":true},{"name":"Krithika Randhawa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4576255253526794,"gpt":0.3001603511828345,"spread":0.1574651741698449,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01105719,0.0001531023,0.0002142648,0.001772529,0.003824095,0.009792875,0.0009352405,0.003195699,0.003358145],"category_scores_gemma":[0.01320654,0.0002352035,0.0004025288,0.001618414,0.01259015,0.005870549,0.005637448,0.003169825,0.0001327616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01517983,"about_ca_system_score_gemma":0.0203312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01924751,"about_ca_topic_score_gemma":0.02784572,"domain_scores_codex":[0.9937878,0.003050388,0.0003036628,0.0007257048,0.001387724,0.0007448376],"domain_scores_gemma":[0.989113,0.005633686,0.00140686,0.001521017,0.001514382,0.0008111123],"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":[0.00001297942,0.00003581261,0.002171311,0.00002139784,0.000009233489,0.00006174764,0.0008883707,0.001629031,0.0002013356,0.9818324,0.002075772,0.01106064],"study_design_scores_gemma":[0.00004861672,0.0001091296,0.02498609,0.000564187,0.00006086432,0.0001229661,0.008077842,0.009951315,0.002024753,0.7317421,0.2222193,0.00009284473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2861632,0.004686699,0.01426063,0.2674498,0.0006413305,0.00009477084,0.0001415258,0.0001541561,0.4264079],"genre_scores_gemma":[0.9898845,0.0009917468,0.002496832,0.00406704,0.0001136794,0.00003099738,0.00001784248,0.00001001712,0.002387437],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01924751,"threshold_uncertainty_score":0.1101379,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990904676","doi":"10.1093/icc/dtz060","title":"Privatizations and efficiency. Evidences from the Italian iron and steel industry, 1979–2016","year":2019,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Allocative efficiency; Quarter (Canadian coin); Industrial organization; Economics; Business; Market economy; Economy; Microeconomics; Geography","authors":[{"name":"Carlo Brambilla","is_ca":false},{"name":"Fabio Lavista","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2096343872025843,"gpt":0.2197900479372789,"spread":0.01015566073469457,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001626413,0.0001996794,0.0002793707,0.003917028,0.0004709557,0.00138758,0.0003417533,0.0005157411,0.004138769],"category_scores_gemma":[0.006600956,0.0001574468,0.0003550412,0.004968,0.001102333,0.0009905862,0.001146084,0.0006050896,0.0010927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001748595,"about_ca_system_score_gemma":0.001230455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04049055,"about_ca_topic_score_gemma":0.04489129,"domain_scores_codex":[0.9990091,0.0001055369,0.0000913886,0.0002100542,0.0003441689,0.0002397131],"domain_scores_gemma":[0.987288,0.001438822,0.008708939,0.0007859527,0.001218887,0.0005593804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004755347,0.0001424649,0.9230706,0.0005841606,0.0002503097,0.0006613498,0.002817936,0.001838216,0.0007909261,0.00807876,0.01902968,0.04226005],"study_design_scores_gemma":[0.000006659709,0.00002293914,0.9874781,0.00005698593,0.00003047707,0.00006916116,0.0004882998,0.0002429148,0.0001799085,0.0002340308,0.01118323,0.000007323194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9416347,0.007147364,0.0005481754,0.00360518,0.00006131676,0.00002544638,0.009877138,0.00005045169,0.03705019],"genre_scores_gemma":[0.9897613,0.001327389,0.00009082662,0.0001216658,0.0001407408,0.000007998259,0.005479132,0.00001369306,0.003057202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04049055,"threshold_uncertainty_score":0.08050972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3155843389","doi":"10.1093/icc/dtaa028","title":"Business group persistence and institutional maturity: the role of management practices","year":2020,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":9,"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":"Restructuring; Maturity (psychological); Business; Corporate group; Persistence (discontinuity); Competitive advantage; Marketing; Industrial organization; Political science; Finance; Corporate governance","authors":[{"name":"Zhixiang Liang","is_ca":true},{"name":"Michael Carney","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2005739845502523,"gpt":0.221981088385357,"spread":0.02140710383510472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004700107,0.0001514,0.0002572052,0.001989167,0.0006972114,0.002689753,0.0007232805,0.0005820592,0.004061638],"category_scores_gemma":[0.03890446,0.0001328832,0.0001925168,0.00186908,0.001856304,0.003372642,0.002288263,0.0009762759,0.0002467685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007681901,"about_ca_system_score_gemma":0.0006951334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002384761,"about_ca_topic_score_gemma":0.002777922,"domain_scores_codex":[0.9973689,0.001083136,0.0002261465,0.0003597164,0.0005216502,0.0004403956],"domain_scores_gemma":[0.8858108,0.05331434,0.04236694,0.004864531,0.003932874,0.009710559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008788813,0.0001375844,0.9850537,0.0000139874,0.00003546548,0.00004732156,0.001364063,0.0001854105,0.0002923417,0.001504348,0.000070196,0.01120768],"study_design_scores_gemma":[0.000004736958,0.0001144992,0.9953506,0.00001792722,0.00001152355,0.00004182973,0.002069907,0.0006506324,0.0001333133,0.001272708,0.0003262614,0.000005970291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966234,0.0001451157,0.000482155,0.0001754218,0.00000203221,0.00001030994,0.00004083784,0.000004818221,0.00251598],"genre_scores_gemma":[0.9997196,0.00001813177,0.0001143041,0.000006445308,0.000003505643,0.000002512285,0.00002690736,0.000001295586,0.0001073587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004700107,"threshold_uncertainty_score":0.02485687,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2806906455","doi":"10.1093/icc/dtaa049","title":"That’s classified! Inventing a new patent taxonomy","year":2020,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Schema (genetic algorithms); Replicate; Taxonomy (biology); Computer science; Construct (python library); Contrast (vision); Data science; Artificial intelligence; Knowledge management; Machine learning; Mathematics; Statistics; Programming language","authors":[{"name":"Stephen Billington","is_ca":false},{"name":"Alan Hanna","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9133772100001674,"gpt":0.24092461079641,"spread":0.6724525992037573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01448119,0.0002777388,0.000475308,0.009065642,0.001198222,0.006654675,0.001117117,0.001028757,0.006308497],"category_scores_gemma":[0.07212368,0.000307216,0.0006908134,0.01037968,0.001231185,0.01182025,0.001802488,0.001695472,0.001702098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002520338,"about_ca_system_score_gemma":0.003166339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007429575,"about_ca_topic_score_gemma":0.006549853,"domain_scores_codex":[0.9917775,0.002216325,0.001378816,0.00143974,0.002764358,0.0004233563],"domain_scores_gemma":[0.8968642,0.03686607,0.01725591,0.01993471,0.02755068,0.001528404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002318408,0.0002141422,0.2821383,0.0006644349,0.0001482545,0.0001161542,0.002192149,0.006870657,0.004334276,0.2101155,0.04977189,0.4432023],"study_design_scores_gemma":[0.0001198317,0.0005060854,0.308768,0.001231634,0.0002105226,0.0009477318,0.004963184,0.1006291,0.01275454,0.2358282,0.3337047,0.0003365178],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5117071,0.001806227,0.3457993,0.01508345,0.00113803,0.001267709,0.03940159,0.002881547,0.08091509],"genre_scores_gemma":[0.6559179,0.00099238,0.3179276,0.001162908,0.0002599731,0.0005054154,0.01607529,0.0002888597,0.006869602],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01448119,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3107678586","doi":"10.1093/icc/dtaa048","title":"Successful transition to a market economy: an interpretation from organizational ecology theory and institutional theory","year":2020,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":8,"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":"Organizational ecology; Economics; Private sector; Legitimacy; Institutional theory; Economic system; Ecological modernization; Ecology; Politics; Political science; Economic growth; Sustainability; Management","authors":[{"name":"Hien Thu Tran","is_ca":true},{"name":"Enrico Santarelli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1098252337054493,"gpt":0.2178720956125029,"spread":0.1080468619070536,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003222642,0.0001899618,0.0002930804,0.00257227,0.002069713,0.004551192,0.0008306595,0.001665639,0.005665998],"category_scores_gemma":[0.003655648,0.0001839641,0.0005286252,0.00105698,0.01654792,0.004587619,0.003492389,0.001301315,0.0002647185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003539203,"about_ca_system_score_gemma":0.002294959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002206526,"about_ca_topic_score_gemma":0.002364201,"domain_scores_codex":[0.9986535,0.0007354355,0.00004498794,0.0001479115,0.0001762791,0.0002417558],"domain_scores_gemma":[0.9969558,0.001376114,0.000520881,0.0002787192,0.000380206,0.0004883787],"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":[0.000006873302,0.00003277938,0.001616004,0.00001853266,0.000004282457,0.0001443274,0.0008371492,0.0008515103,0.00006770922,0.9936831,0.0003149598,0.002422778],"study_design_scores_gemma":[0.00004491274,0.00005102305,0.005385272,0.0001002055,0.000009718287,0.0001841877,0.005613395,0.01076856,0.0002013591,0.9669685,0.01065733,0.00001555038],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4426382,0.001429096,0.1129386,0.0392823,0.0002137976,0.0003425778,0.0001475405,0.000102896,0.402905],"genre_scores_gemma":[0.99636,0.0001251922,0.002339111,0.0001748292,0.0000211368,0.00003192177,0.00001120581,0.000004470117,0.000932111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005665998,"threshold_uncertainty_score":0.02567887,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2123964970","doi":"10.1093/icc/dth019","title":"The impact of TQM institutionalization on transactions cost calculations in customer-supplier relationships","year":2004,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Accounting and Organizational Management","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":"University of Toronto","funders":"","keywords":"Transaction cost; Institutionalisation; Business; Asset specificity; Context (archaeology); Total quality management; Database transaction; Asset (computer security); Industrial organization; Quality (philosophy); Marketing; Finance; Service (business)","authors":[{"name":"K. A. Bates","is_ca":true},{"name":"Dennis Hollingworth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1932379523417484,"gpt":0.267328284867265,"spread":0.07409033252551653,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00915365,0.0002378447,0.0002391256,0.001100659,0.001196564,0.00483947,0.0006113292,0.0006407089,0.003832049],"category_scores_gemma":[0.04620562,0.0002488365,0.0003743311,0.001412517,0.002947955,0.003011517,0.002138564,0.001234197,0.0001799448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005545356,"about_ca_system_score_gemma":0.002981268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006435327,"about_ca_topic_score_gemma":0.008737331,"domain_scores_codex":[0.9860454,0.00920299,0.0005201931,0.0005303104,0.002518667,0.001182423],"domain_scores_gemma":[0.9077574,0.05537314,0.02220312,0.005131985,0.00623079,0.003303535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00129173,0.002040855,0.6642655,0.0002868074,0.0005124679,0.0004757998,0.01079352,0.0799465,0.006468212,0.08220205,0.0009446262,0.150772],"study_design_scores_gemma":[0.0001591495,0.002532886,0.7998002,0.0002243386,0.0003122273,0.0004315719,0.032261,0.09650914,0.005866141,0.05499665,0.006636092,0.0002705467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838431,0.00009845891,0.00466387,0.0004286454,0.000004853713,0.00003214943,0.00002157322,0.00001669732,0.01089073],"genre_scores_gemma":[0.9994148,0.00001898629,0.0004554119,0.00001419075,0.00000223052,0.00000400264,0.000005693534,0.000002328818,0.0000822838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00915365,"threshold_uncertainty_score":0.0484097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402278749","doi":"10.1093/icc/dtae032","title":"Knowledge-based approaches to the firm: an idea-driven perspective","year":2024,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure; Hôpital Notre-Dame; HEC Montréal","funders":"HEC Montréal; Université de Strasbourg","keywords":"Perspective (graphical); Incentive; Process (computing); Value (mathematics); Knowledge management; Business; Neoclassical economics; Economics; Industrial organization; Sociology; Microeconomics; Computer science; Artificial intelligence","authors":[{"name":"Patrick Cohendet","is_ca":true},{"name":"Olivier Dupouët","is_ca":false},{"name":"Patrick Llerena","is_ca":false},{"name":"Raouf Naggar","is_ca":true},{"name":"Romain Rampa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4982831057846184,"gpt":0.2913974841943073,"spread":0.2068856215903111,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01002829,0.0006178878,0.0006359424,0.005949766,0.00402347,0.01673045,0.002478339,0.005669734,0.0038618],"category_scores_gemma":[0.007435164,0.0004096012,0.0007773031,0.00370972,0.05279692,0.01403571,0.004988673,0.005328532,0.0004795543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01159889,"about_ca_system_score_gemma":0.006709696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003623444,"about_ca_topic_score_gemma":0.002986189,"domain_scores_codex":[0.9910648,0.006012997,0.0002376207,0.0005127613,0.001583258,0.0005886104],"domain_scores_gemma":[0.985137,0.01076469,0.0008806975,0.00110455,0.001186548,0.0009265477],"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":[0.000001213701,0.000005286548,0.00002958791,0.000010218,0.00000124259,0.00001921137,0.0004950591,0.0001846543,0.00001267181,0.9985208,0.0001100646,0.0006101238],"study_design_scores_gemma":[0.0000043514,0.000005427063,0.00005557572,0.00005313501,0.000002099832,0.0000267869,0.0006289839,0.0008610889,0.00004162072,0.9879084,0.01040802,0.000004637518],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05332948,0.02160049,0.2870026,0.1250411,0.0008713317,0.0001584943,0.0001321307,0.0001078917,0.5117564],"genre_scores_gemma":[0.9519385,0.00602618,0.0294739,0.002486352,0.0005830183,0.0001352639,0.00003169684,0.00002752223,0.009297631],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01673045,"threshold_uncertainty_score":0.08415627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4214676275","doi":"10.1093/icc/dtac010","title":"The resilience of the British and European goods industry: Challenge of Brexit","year":2022,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Brexit; Flexibility (engineering); Economics; Context (archaeology); Financial crisis; Labour market flexibility; Goods and services; European union; International economics; Business; Market economy; Unemployment; Macroeconomics","authors":[{"name":"Moshfique Uddin","is_ca":false},{"name":"Anup Chowdhury","is_ca":false},{"name":"Geoffrey Wood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2215860165943135,"gpt":0.301980627163369,"spread":0.0803946105690555,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001879704,0.000119477,0.0002827632,0.002431792,0.001414886,0.004434719,0.0004217284,0.0008650104,0.005359383],"category_scores_gemma":[0.007235284,0.0001380045,0.0001727074,0.002873647,0.004392629,0.002212187,0.003529105,0.0007079337,0.0004305136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004858409,"about_ca_system_score_gemma":0.001756799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06808659,"about_ca_topic_score_gemma":0.07422618,"domain_scores_codex":[0.9979371,0.0006097954,0.00007199698,0.0002124326,0.0005110484,0.000657732],"domain_scores_gemma":[0.9956604,0.001033683,0.001427114,0.0003601536,0.0008329368,0.0006856925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001354665,0.0002515422,0.5071585,0.0002771363,0.0001943446,0.002371263,0.06083445,0.008275834,0.004830399,0.2697552,0.01093062,0.1337661],"study_design_scores_gemma":[0.00001691936,0.000218725,0.848337,0.0002614283,0.00001937001,0.0003321243,0.06099292,0.001695039,0.0006880115,0.01449554,0.07288255,0.00006049062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9445361,0.0009349231,0.0003380179,0.003714029,0.00001950845,0.000008605146,0.0001167301,0.00001057493,0.05032143],"genre_scores_gemma":[0.9980546,0.000147157,0.00003706757,0.0001250021,0.000005086217,0.000001620269,0.00004555772,0.000002503838,0.001581438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06808659,"threshold_uncertainty_score":0.1353806,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2273481780","doi":"10.1093/icc/dtv050","title":"Technological exaptation: a narrative approach","year":2016,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Exaptation; Narrative; Economics; Business; Epistemology; Computer science; Neoclassical economics; Linguistics; Philosophy; Geology","authors":[{"name":"Raghu Garud","is_ca":false},{"name":"Joel Gehman","is_ca":true},{"name":"Antonio Giuliani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.268638053435766,"gpt":0.2698454937292773,"spread":0.00120744029351133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008070916,0.001046243,0.000440461,0.002992549,0.01100386,0.0151123,0.002870552,0.005016733,0.006429245],"category_scores_gemma":[0.009655405,0.0004403201,0.0005425742,0.002117966,0.03626918,0.02492781,0.007639892,0.005141425,0.0008194962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01129346,"about_ca_system_score_gemma":0.003158091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004010326,"about_ca_topic_score_gemma":0.00406677,"domain_scores_codex":[0.9912463,0.007234041,0.0001556767,0.0004105011,0.0004628566,0.0004906825],"domain_scores_gemma":[0.9893984,0.007887968,0.001008881,0.0003522305,0.0006838426,0.0006687303],"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":[0.00001097176,0.00002236126,0.0002912415,0.0000681127,0.000004108924,0.0004901332,0.151087,0.0001652406,0.00008873071,0.8421287,0.002068464,0.003575],"study_design_scores_gemma":[0.00002114265,0.00004314688,0.0004718463,0.0006447311,0.00001473916,0.0008352935,0.3184204,0.001322047,0.0004035226,0.3953578,0.2824332,0.00003219439],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1308538,0.01555443,0.06706602,0.0910231,0.001140507,0.0003745663,0.0003358079,0.0000937341,0.6935581],"genre_scores_gemma":[0.9693197,0.003794323,0.007205165,0.002967487,0.0002491135,0.0002562443,0.00009886894,0.00005683248,0.01605221],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0151123,"threshold_uncertainty_score":0.08194011,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4397022165","doi":"10.1093/icc/dtae018","title":"Too busy to balance? A longitudinal analysis of board of director busyness and firms’ ambidextrous orientation","year":2024,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"Australian Research Council; Social Sciences and Humanities Research Council of Canada; Wilfrid Laurier University","keywords":"Balance (ability); Business; Psychology; Neuroscience","authors":[{"name":"Mariano L.M. Heyden","is_ca":false},{"name":"Sebastian Fourné","is_ca":true},{"name":"Lane Matthews","is_ca":false},{"name":"Ralf Wilden","is_ca":false},{"name":"Valentina Tarkovska","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1311276153337846,"gpt":0.2573084688892919,"spread":0.1261808535555074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002938884,0.0001316128,0.0002521204,0.001103547,0.000884185,0.001836611,0.0004273329,0.0006398985,0.004280669],"category_scores_gemma":[0.01123958,0.0002016205,0.0002708128,0.001263025,0.0007556962,0.0010645,0.001278558,0.001071297,0.0007036294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000676981,"about_ca_system_score_gemma":0.0008126991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01598682,"about_ca_topic_score_gemma":0.02394541,"domain_scores_codex":[0.9987024,0.0005292544,0.00009063573,0.00017767,0.0001786366,0.0003214689],"domain_scores_gemma":[0.9721937,0.006256156,0.01294125,0.001368282,0.001870871,0.005369784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003580149,0.00007981019,0.9967603,0.000003426208,0.0000289245,0.00003802242,0.0007426323,0.0001177512,0.0000980233,0.0001374226,0.0002972786,0.001660528],"study_design_scores_gemma":[0.000002971922,0.00005915744,0.9972311,0.00001016425,0.00001230205,0.00001882222,0.001579696,0.000402317,0.00005149461,0.0001502202,0.0004749261,0.000006890716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989859,0.00008632813,0.0001093604,0.0001756272,0.000005166471,0.000003707281,0.0001279383,0.000002244509,0.00050358],"genre_scores_gemma":[0.9993793,0.00003584091,0.00003908947,0.00002921265,0.000007631464,0.000005893439,0.0001868768,0.000001394188,0.0003146992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01598682,"threshold_uncertainty_score":0.03178751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2472471704","doi":"10.1093/icc/dtw024","title":"Industrial structure change and the widening Canada–US labor productivity gap in the post-2000 period","year":2016,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Innovation, Science and Economic Development Canada","funders":"","keywords":"Productivity; Economics; Perspective (graphical); Demographic economics; Labour economics; Period (music); Agricultural economics; Business; Economic growth","authors":[{"name":"Jianmin Tang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.266301273108471,"gpt":0.2062040688223554,"spread":0.06009720428611565,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006566391,0.0001674845,0.0002436328,0.001575526,0.0025314,0.001969187,0.0005046913,0.0006508565,0.003618665],"category_scores_gemma":[0.002310509,0.00009354346,0.000239348,0.004141598,0.0007417887,0.0006472138,0.001065454,0.001471034,0.0002640278],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03000066,"about_ca_system_score_gemma":0.0369944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.977874,"about_ca_topic_score_gemma":0.9863149,"domain_scores_codex":[0.9992599,0.00001899528,0.00002087582,0.00005373633,0.0001916157,0.0004548678],"domain_scores_gemma":[0.9980224,0.00009857526,0.0003752972,0.00004025297,0.000891151,0.0005723917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006798671,0.0002640412,0.8461347,0.0001671412,0.0001069316,0.0007754595,0.008267822,0.002354215,0.001116281,0.027489,0.03312858,0.07951608],"study_design_scores_gemma":[0.000007399758,0.00001725996,0.9797029,0.00004811367,0.00001093445,0.00003903665,0.002808514,0.0002538375,0.0001894899,0.0002631545,0.01664917,0.00001014539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686393,0.002559983,0.0001649019,0.00702939,0.0001119621,0.00002401568,0.004158989,0.0000169101,0.01729457],"genre_scores_gemma":[0.9918004,0.001024494,0.00009901218,0.0005483133,0.00003701314,0.000008931787,0.002374797,0.000005597286,0.004101456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9699993,"threshold_uncertainty_score":0.217671,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3122108133","doi":"10.1093/icc/dts049","title":"Entrepreneurial commercialization choices and the interaction between IPR and competition policy","year":2013,"lang":"en","type":"preprint","venue":"Industrial and Corporate Change","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":4,"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":"Commercialization; Competition (biology); Intellectual property; Perspective (graphical); Competition policy; Entrepreneurship; Industrial organization; Business; Economics; Market economy; Marketing; Political science","authors":[{"name":"Joshua S. Gans","is_ca":true},{"name":"Lars Persson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.297947122882119,"gpt":0.2745475002611509,"spread":0.02339962262096812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004433081,0.0001650903,0.000534932,0.0006205397,0.0004172987,0.002311709,0.000381096,0.001139508,0.008593127],"category_scores_gemma":[0.01626774,0.000146514,0.0004492553,0.0005802385,0.001492521,0.001454021,0.0009584501,0.001239549,0.0005018089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009184543,"about_ca_system_score_gemma":0.0006049598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009574097,"about_ca_topic_score_gemma":0.001032783,"domain_scores_codex":[0.9981018,0.0009559929,0.00009428304,0.0001952161,0.0001678016,0.0004850094],"domain_scores_gemma":[0.9625876,0.02651235,0.007676044,0.00103147,0.0005137867,0.001678859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002424511,0.001491707,0.5947439,0.0003478849,0.0005325149,0.002000449,0.0008575151,0.05589971,0.01225211,0.2635173,0.002243229,0.06368919],"study_design_scores_gemma":[0.0003401755,0.001399549,0.65196,0.0001635163,0.0003497142,0.001409595,0.003077755,0.07022317,0.008425501,0.2481448,0.01435258,0.0001537524],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971401,0.0007344566,0.006235931,0.001208229,0.00001476926,0.00004091199,0.0001697438,0.0000252076,0.02016973],"genre_scores_gemma":[0.9987004,0.0001128761,0.000191432,0.00003794215,0.000009645799,0.000005211792,0.00002560538,0.00000233611,0.0009145276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008593127,"threshold_uncertainty_score":0.02874684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412447085","doi":"10.1093/icc/dtaf025","title":"Innovation diffusion uncertainty: incremental and radical innovations compared","year":2025,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Diffusion; Economics; Innovation diffusion; Industrial organization; Business; Econometrics; Economic geography; Marketing; Thermodynamics; Physics","authors":[{"name":"Henrich R. Greve","is_ca":false},{"name":"Marc‐David L. Seidel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1755741204644805,"gpt":0.2708424142208329,"spread":0.09526829375635248,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01138656,0.0004002106,0.0007110643,0.002691908,0.0007090268,0.004242929,0.0009401521,0.001639088,0.003727156],"category_scores_gemma":[0.07746815,0.0002409485,0.001098313,0.001840068,0.004417485,0.006453237,0.003469569,0.002314006,0.0001489444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002027151,"about_ca_system_score_gemma":0.0007773127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000984445,"about_ca_topic_score_gemma":0.0005865591,"domain_scores_codex":[0.992458,0.003202873,0.0004387406,0.001219901,0.002017254,0.0006632264],"domain_scores_gemma":[0.8427301,0.1360287,0.009975954,0.005543703,0.004247721,0.001473793],"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":[0.001413728,0.0005087087,0.1690254,0.001215832,0.0009222434,0.0007829106,0.01079057,0.06807467,0.004397845,0.6218578,0.001000911,0.1200094],"study_design_scores_gemma":[0.0001624686,0.001300542,0.1109963,0.0004164742,0.0006699911,0.0007234465,0.009439063,0.1156539,0.003897013,0.7486495,0.007833382,0.0002579093],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.921939,0.002147238,0.04380997,0.001501998,0.0000918751,0.0002123474,0.0001723693,0.00006443933,0.03006079],"genre_scores_gemma":[0.9982248,0.000147509,0.001234363,0.00003140223,0.00002912317,0.00002666118,0.00002850741,0.000004481055,0.0002730763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01138656,"threshold_uncertainty_score":0.06021857,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2915099295","doi":"10.1093/icc/dtz009","title":"Market adjacency and competing technologies: evidence from the flat panel display industry","year":2019,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Scope (computer science); Competition (biology); Emerging technologies; Industrial organization; Externality; Flat panel; Network effect; Adjacency list; Economics; Panel data; Flat panel display; Business; Microeconomics; Marketing; Computer science; Econometrics","authors":[{"name":"Derek Lehmberg","is_ca":false},{"name":"Charles Dhanaraj","is_ca":false},{"name":"Rod White","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2120964853636023,"gpt":0.2212311197832365,"spread":0.009134634419634163,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003240961,0.0001904565,0.0004427791,0.00285305,0.001883569,0.004407978,0.0009462644,0.001772754,0.0120948],"category_scores_gemma":[0.02334017,0.0002236653,0.000304104,0.003128359,0.002601073,0.00342178,0.002407068,0.00115732,0.0007506706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008937538,"about_ca_system_score_gemma":0.0006663037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007638189,"about_ca_topic_score_gemma":0.01000687,"domain_scores_codex":[0.9977718,0.0007125072,0.0001179998,0.0003428776,0.000683527,0.0003712181],"domain_scores_gemma":[0.9392483,0.03790713,0.01555905,0.001227658,0.003313387,0.002744524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00166981,0.001182528,0.8813154,0.0004398921,0.0003265502,0.00156193,0.008428364,0.001733735,0.002363395,0.0400695,0.00224047,0.05866854],"study_design_scores_gemma":[0.0001985567,0.0009376961,0.9280316,0.0002061454,0.0002469427,0.000620486,0.03573914,0.004778088,0.001261328,0.01757069,0.01029831,0.0001110871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849583,0.0007062124,0.0003904373,0.000515084,0.000005739785,0.00001920521,0.00008202147,0.000003027465,0.01331991],"genre_scores_gemma":[0.9992177,0.0001809249,0.00007854505,0.00005093099,0.000008623241,0.000003840637,0.00006064197,0.000001457255,0.000397424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0120948,"threshold_uncertainty_score":0.04046112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3117943738","doi":"10.1093/icc/dtaa055","title":"Can trust induce vertical integration? An experimental study of buyer–seller exchanges with distinct competencies and specific investments","year":2020,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":2,"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":"Transaction cost; Competence (human resources); Vertical integration; Dual (grammatical number); Business; Database transaction; Work (physics); Industrial organization; Microeconomics; Marketing; Economics; Computer science; Management","authors":[{"name":"Luiz F. Mesquita","is_ca":false},{"name":"Maria Sylvia Macchione Saes","is_ca":false},{"name":"Sérgio G. Lazzarini","is_ca":false},{"name":"Leandro Pongeluppe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.381419498396228,"gpt":0.3272914261077851,"spread":0.05412807228844291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005985398,0.0004543698,0.000509704,0.0003523709,0.001081213,0.002190051,0.0008769024,0.001786997,0.01457966],"category_scores_gemma":[0.02886998,0.0005710182,0.0003740127,0.0003849245,0.002298231,0.002319434,0.001521228,0.002358387,0.0005931188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000763472,"about_ca_system_score_gemma":0.000557719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005539147,"about_ca_topic_score_gemma":0.0005098213,"domain_scores_codex":[0.9972191,0.001796923,0.0001896235,0.0003277028,0.0002475259,0.0002191311],"domain_scores_gemma":[0.9415763,0.04440748,0.006880177,0.005017824,0.0005908957,0.001527328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.07822935,0.294035,0.1302588,0.002311801,0.001313163,0.003482703,0.02249829,0.01065085,0.1892157,0.1624281,0.004089505,0.1014868],"study_design_scores_gemma":[0.05163358,0.20859,0.2252972,0.0006967763,0.001455586,0.002855915,0.02476317,0.1150571,0.1138659,0.23545,0.01969833,0.000636495],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963275,0.00002828155,0.0005483423,0.0001797805,0.00001668727,0.00008263743,0.00002358482,0.000004857701,0.002788486],"genre_scores_gemma":[0.9977428,0.00003618999,0.001053381,0.0000977427,0.00001842901,0.000140737,0.00002617952,0.000004738301,0.0008798866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01457966,"threshold_uncertainty_score":0.04877383,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382776578","doi":"10.1093/icc/dtad038","title":"Political discretion and risk: the Fukushima nuclear disaster, the distribution of global operations, and uranium company valuation","year":2023,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","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":"Credibility; Constraint (computer-aided design); Valuation (finance); Politics; Uranium; Discretion; Event study; Business; Financial economics; Economics; Actuarial science; Finance; Political science; Law; Geography; Engineering","authors":[{"name":"Murod Aliyev","is_ca":false},{"name":"Timothy M. Devinney","is_ca":false},{"name":"Andrew Ferguson","is_ca":false},{"name":"Peter Lam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1821579700479729,"gpt":0.259340629851016,"spread":0.07718265980304312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009213506,0.00008549199,0.0002509319,0.0005648831,0.0003809663,0.001600922,0.0002102681,0.0003325304,0.002140667],"category_scores_gemma":[0.007792671,0.00007357106,0.0001682952,0.001106972,0.000783789,0.0005697808,0.0005414104,0.0004818814,0.0001138483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009108642,"about_ca_system_score_gemma":0.0005372011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07694315,"about_ca_topic_score_gemma":0.08576645,"domain_scores_codex":[0.9996549,0.0001080566,0.00001910886,0.00005205862,0.00009170732,0.00007417243],"domain_scores_gemma":[0.9914106,0.003422539,0.003792078,0.0004412456,0.0004168941,0.0005166956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001525003,0.00004361896,0.9877913,0.00001782514,0.00006493543,0.00009223467,0.0007379906,0.003342365,0.0003926463,0.001550677,0.0003347368,0.005479184],"study_design_scores_gemma":[0.000003703491,0.00002023651,0.9939364,0.000007595642,0.00001062553,0.00002396229,0.001145342,0.003070874,0.0001485609,0.0008094774,0.0008144107,0.000008949999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980687,0.00006975906,0.0002388406,0.0001120676,0.000001452731,0.000003185615,0.0001413998,0.000001723158,0.001362917],"genre_scores_gemma":[0.999667,0.00002768785,0.00003483994,0.000006907891,0.000002650004,0.000001127603,0.00009917436,6.449737e-7,0.0001598737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07694315,"threshold_uncertainty_score":0.1529906,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2979334223","doi":"10.1093/icc/dtae021","title":"Measuring productivity dispersion: a parametric approach using the Lévy alpha-stable distribution","year":2024,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Dispersion (optics); Distribution (mathematics); Stable distribution; Parametric statistics; Exponent; Mathematics; Limit (mathematics); Productivity; Scale (ratio); Statistics; Econometrics; Scale parameter; Heavy-tailed distribution; Statistical physics; Physics; Economics; Mathematical analysis","authors":[{"name":"Jangho Yang","is_ca":true},{"name":"Torsten Heinrich","is_ca":false},{"name":"Julian Winkler","is_ca":false},{"name":"François Lafond","is_ca":false},{"name":"Pantelis Koutroumpis","is_ca":false},{"name":"J. Doyne Farmer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4594071365518867,"gpt":0.2411529410318237,"spread":0.218254195520063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004927692,0.0005717602,0.0005911466,0.004191357,0.0004431604,0.002168877,0.00144754,0.001579203,0.001722853],"category_scores_gemma":[0.03629894,0.0003318008,0.0007907607,0.003062258,0.001811803,0.002903856,0.001767693,0.001249567,0.0003686395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001195205,"about_ca_system_score_gemma":0.0004414357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001469541,"about_ca_topic_score_gemma":0.0005828836,"domain_scores_codex":[0.9978572,0.001073909,0.0001127193,0.0003686148,0.0004347368,0.0001527713],"domain_scores_gemma":[0.9727821,0.01854717,0.00415408,0.00272478,0.001209324,0.0005824689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002802551,0.0002784302,0.1244799,0.0001282832,0.0003447203,0.000744451,0.00114455,0.5826362,0.005698264,0.1970444,0.001561594,0.08565897],"study_design_scores_gemma":[0.00001291848,0.0001586767,0.02122949,0.00003740635,0.00002674933,0.0002915028,0.0003246915,0.8427417,0.001244795,0.1329672,0.0008972096,0.00006763267],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4525644,0.0003933444,0.5403061,0.0005824549,0.00003326209,0.00007081823,0.0003671625,0.0003381428,0.005344458],"genre_scores_gemma":[0.9913632,0.00006438469,0.008132083,0.0000233636,0.00002192872,0.00002775888,0.00008129277,0.00001263045,0.0002734051],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004927692,"threshold_uncertainty_score":0.02606046,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389610472","doi":"10.1093/icc/dtad078","title":"The sectoral trade losses from financial crises","year":2023,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Financial crisis; Trade finance; Currency; Economics; Debt; Goods and services; Financial market; International economics; Consumption (sociology); Business; Capital market; Financial integration; Monetary economics; Finance; Financial system; Economy; Macroeconomics","authors":[{"name":"Jean-Marc Atsebi","is_ca":false},{"name":"Jean‐Louis Combes","is_ca":false},{"name":"Alexandru Minea","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5273650459314793,"gpt":0.2461691683438001,"spread":0.2811958775876791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001080672,0.0002893037,0.0003138085,0.001595453,0.0003272931,0.002181442,0.0002797452,0.0006607276,0.00528201],"category_scores_gemma":[0.005772737,0.0001475348,0.0004141933,0.002474747,0.000649584,0.001358666,0.001198014,0.0009441382,0.000676899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009941704,"about_ca_system_score_gemma":0.000386174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003871373,"about_ca_topic_score_gemma":0.00197954,"domain_scores_codex":[0.9994364,0.0001255664,0.00006095836,0.00007226045,0.0001610126,0.0001437301],"domain_scores_gemma":[0.9969421,0.000851645,0.001313347,0.0001866697,0.0005215926,0.0001846076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001610862,0.0001440441,0.8161827,0.0003085795,0.0003319847,0.002342574,0.0008895895,0.09877437,0.003389407,0.01247787,0.009536878,0.05401111],"study_design_scores_gemma":[0.00003029856,0.0001641409,0.8911464,0.0001350063,0.00009899221,0.001048425,0.003274922,0.07174234,0.002004755,0.02220302,0.008092299,0.0000593752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879529,0.0005253368,0.001068869,0.0007630817,0.00003588338,0.00001200719,0.002369048,0.00004234059,0.007230585],"genre_scores_gemma":[0.9986921,0.0001705971,0.00006113364,0.00002848363,0.00001484734,0.000003479446,0.0006914584,0.000004994826,0.0003330437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00528201,"threshold_uncertainty_score":0.01767009,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117884364","doi":"10.1093/icc/dtaf059","title":"Workplace governance and labor perceptions of technological risks and benefits","year":2025,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Software deployment; Context (archaeology); Corporate governance; Work (physics); Emerging technologies; Perception; Emerging markets","authors":[{"name":"Jane Gingrich","is_ca":false},{"name":"Nicole Wu","is_ca":true},{"name":"Baobao Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1721125852960886,"gpt":0.2917369403799107,"spread":0.1196243550838221,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002639951,0.0001302266,0.0001459198,0.0007603123,0.0007709056,0.002931314,0.0001878907,0.000537972,0.003889613],"category_scores_gemma":[0.007966486,0.0001088562,0.0001600973,0.0003357131,0.002234869,0.0008571207,0.001426209,0.0005556271,0.0002121388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006931841,"about_ca_system_score_gemma":0.0005763631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002200577,"about_ca_topic_score_gemma":0.00243572,"domain_scores_codex":[0.9984215,0.0008602749,0.00006947527,0.0001118691,0.0003297269,0.0002071016],"domain_scores_gemma":[0.9895048,0.005061859,0.003419979,0.0003209838,0.0006982424,0.0009942421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001745808,0.0006217968,0.9014112,0.00007007072,0.00006060208,0.0002597132,0.04738628,0.001264183,0.002234667,0.01995233,0.0005115661,0.02605294],"study_design_scores_gemma":[0.00003729134,0.0003755242,0.8536791,0.0001640045,0.00002535183,0.0001601858,0.1198279,0.002765479,0.0007814663,0.01656852,0.00556581,0.00004929899],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916025,0.00007680331,0.0004151929,0.0003932158,0.000004526741,0.000006165492,0.00000830538,0.000002064224,0.007491173],"genre_scores_gemma":[0.9997156,0.00001981927,0.00003177915,0.00001432028,0.000002227239,0.000001774118,0.000003642905,3.892407e-7,0.0002103945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003889613,"threshold_uncertainty_score":0.01396155,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2972670644","doi":"10.1093/icc/dtab058","title":"The birth and development of the Italian automotive industry (1894–2015) and the Turin car cluster","year":2021,"lang":"en","type":"preprint","venue":"Industrial and Corporate Change","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Automotive industry; Metropolitan area; Economies of agglomeration; Economic geography; Externality; Cluster (spacecraft); Industrial organization; Relation (database); Business; Economy; Regional science; Economics; Engineering; Economic growth; Geography; Computer science; Microeconomics","authors":[{"name":"Aldo Enrietti","is_ca":false},{"name":"Aldo Geuna","is_ca":true},{"name":"Consuelo Rubina Nava","is_ca":false},{"name":"Pier Paolo Patrucco","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1860686188745596,"gpt":0.2270994484408628,"spread":0.04103082956630322,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005359378,0.0001874706,0.0002032854,0.002552507,0.0006040639,0.001184793,0.000229799,0.0002565963,0.003087396],"category_scores_gemma":[0.001422826,0.0001118088,0.000160306,0.002325461,0.001283935,0.0005002572,0.0009219341,0.0003902201,0.000473715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001976926,"about_ca_system_score_gemma":0.0004503136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03360828,"about_ca_topic_score_gemma":0.02883199,"domain_scores_codex":[0.9996434,0.00008137543,0.00001116499,0.00009011013,0.00005905122,0.0001147785],"domain_scores_gemma":[0.9990801,0.0001393734,0.0004013158,0.00009491339,0.0001675734,0.0001167392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005730832,0.0001036664,0.7462958,0.0005672417,0.0001797191,0.002037275,0.01728237,0.005105419,0.001708111,0.06506737,0.02188949,0.1391906],"study_design_scores_gemma":[0.000003580124,0.00004364152,0.9706703,0.00007357475,0.00001824587,0.0001518348,0.001082895,0.0004889072,0.0002155521,0.0005149547,0.02672644,0.00001013378],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977093,0.002411647,0.0003669828,0.0007346032,0.00003012881,0.00001424832,0.0007124657,0.00002285668,0.01861406],"genre_scores_gemma":[0.9982315,0.0003709786,0.00006596591,0.00001923729,0.00003132602,0.000003087872,0.0002542256,0.000004541042,0.001019256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03360828,"threshold_uncertainty_score":0.06682533,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415532898","doi":"10.1093/icc/dtaf044","title":"How small is big enough? Open labeled datasets and the development of deep learning","year":2025,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Machine Learning and Data Classification","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Institute for Advanced Research","funders":"Canadian Institute for Advanced Research","keywords":"Deep learning; Function (biology); Citation; Object (grammar); Key (lock); Development (topology)","authors":[{"name":"Daniel Souza","is_ca":false},{"name":"Aldo Geuna","is_ca":true},{"name":"Jeff Rodríguez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2451403693709484,"gpt":0.2879666968852078,"spread":0.04282632751425935,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.04117363,0.0004359054,0.0005590951,0.003221807,0.001687841,0.006539789,0.002028633,0.001765041,0.003214478],"category_scores_gemma":[0.1505771,0.0003556525,0.0003804468,0.004371282,0.005806258,0.01485733,0.003793736,0.003240485,0.000473067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00362379,"about_ca_system_score_gemma":0.002951399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004715786,"about_ca_topic_score_gemma":0.006469007,"domain_scores_codex":[0.9829724,0.01148982,0.0005291303,0.00124943,0.00325945,0.0004996441],"domain_scores_gemma":[0.7254523,0.2255175,0.01322496,0.01652908,0.01523404,0.004042219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001097821,0.0004256943,0.0916172,0.001015553,0.0002461185,0.0002583731,0.002106179,0.03407518,0.002134195,0.5852692,0.05131268,0.2304419],"study_design_scores_gemma":[0.00009362536,0.0001465654,0.02436923,0.001199049,0.0000836766,0.0001482838,0.002552792,0.1196292,0.005368321,0.7868003,0.05951658,0.00009222193],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5081761,0.01800481,0.2484406,0.1563104,0.001890431,0.0002739426,0.01029004,0.0007213521,0.05589228],"genre_scores_gemma":[0.9430887,0.002231177,0.04605122,0.002821409,0.0008354158,0.0001684452,0.002862403,0.0001715497,0.001769674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9979714,"threshold_uncertainty_score":0.2177495,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388000288","doi":"10.1093/icc/dtad055","title":"Internal versus external knowledge sourcing of organizational rules: an exploratory study of CPGs in a healthcare organization","year":2023,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Management and Organizational Studies","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":true},"ca_institutions":"University of British Columbia; University of Waterloo","funders":"","keywords":"Knowledge management; Bounded rationality; Rule-based system; Process (computing); Computer science; Decision rule; Business; Artificial intelligence","authors":[{"name":"Kejia Zhu","is_ca":true},{"name":"Martin Schulz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2255410085009406,"gpt":0.2804512347582898,"spread":0.05491022625734918,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01379556,0.0002301962,0.0004236672,0.003742953,0.006733327,0.004398657,0.001723956,0.001105706,0.001203462],"category_scores_gemma":[0.04423662,0.0005171844,0.0002140957,0.003066667,0.006365274,0.003041918,0.003511333,0.001856568,0.0001395454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009766918,"about_ca_system_score_gemma":0.01459756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1799048,"about_ca_topic_score_gemma":0.3626266,"domain_scores_codex":[0.9912562,0.005035202,0.0004445175,0.0006567335,0.001447666,0.00115961],"domain_scores_gemma":[0.9507376,0.0334751,0.006814796,0.002268911,0.004161827,0.00254175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005384264,0.0004847069,0.1516131,0.00007560728,0.00001337051,0.0007449003,0.8340036,0.0001153871,0.0005834391,0.001209146,0.0002756018,0.01082734],"study_design_scores_gemma":[0.00001089704,0.0001406296,0.09726523,0.00009692056,0.000009411818,0.0001580798,0.8982891,0.0005960188,0.0003635769,0.0005417313,0.00249922,0.00002921932],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987314,0.00002453645,0.0002470526,0.0001429404,0.000001349095,0.00005376064,0.00003023621,0.000002568443,0.0007661099],"genre_scores_gemma":[0.9988402,0.00004007695,0.0006742836,0.00008532082,0.000001806202,0.00003938982,0.00003504075,0.000003887495,0.000280071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1799048,"threshold_uncertainty_score":0.3577153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407265944","doi":"10.1093/icc/dtae044","title":"Dual clusters in dual economies: understanding innovation in clusters of developing countries","year":2025,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Comisión Sectorial de Investigación Científica; International Development Research Centre","keywords":"Multinational corporation; Dual (grammatical number); Dualism; Developing country; Latin Americans; Economic geography; Economies of agglomeration; Business; Dual economy; Empirical evidence; Economics; Economic system; Economic growth; Political science; Finance","authors":[{"name":"Pablo Galaso","is_ca":false},{"name":"Adrián Rodríguez Miranda","is_ca":false},{"name":"Antonio Vázquez Barquero","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3139622793834633,"gpt":0.2677404923431906,"spread":0.04622178704027269,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001019775,0.0001922356,0.0005430114,0.003058484,0.001095832,0.003755013,0.000462612,0.0005920933,0.003233071],"category_scores_gemma":[0.004336131,0.0001264215,0.0003824984,0.002774304,0.003020022,0.003033108,0.003334353,0.0005700043,0.0001488921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002179483,"about_ca_system_score_gemma":0.001447686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01354595,"about_ca_topic_score_gemma":0.01017663,"domain_scores_codex":[0.9994843,0.0001689053,0.00002140428,0.00009321264,0.00005923527,0.0001729174],"domain_scores_gemma":[0.9966652,0.001294644,0.0009875541,0.0001795353,0.0003766001,0.0004964285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003795794,0.0002194887,0.7129694,0.0003853411,0.0001766188,0.001136972,0.02305408,0.02312155,0.0021024,0.1959107,0.001055391,0.03948852],"study_design_scores_gemma":[0.00006093743,0.0001578533,0.6849042,0.0003561593,0.000164372,0.000582181,0.07944898,0.04430096,0.001065807,0.175938,0.01295438,0.00006627564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901447,0.000455217,0.002971026,0.000329522,0.000004743275,0.00001492373,0.00006043789,0.000004730987,0.006014684],"genre_scores_gemma":[0.9993717,0.00009386052,0.0003406542,0.00000994393,0.000002282113,0.00000499528,0.00001657745,8.14192e-7,0.0001591424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01354595,"threshold_uncertainty_score":0.02693421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414936053","doi":"10.1093/icc/dtaf038","title":"An equity-focused research agenda for workplace surveillance","year":2025,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Management Theory and Practice","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":"University of Toronto","funders":"","keywords":"Work (physics); Extension (predicate logic); Workplace safety; Industrial relations","authors":[{"name":"Dan Breznitz","is_ca":true},{"name":"Karen Levy","is_ca":false},{"name":"Kenneth Lipartito","is_ca":false},{"name":"Amos Zehavi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5639312031489242,"gpt":0.4078007972146993,"spread":0.1561304059342249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05554336,0.0007518482,0.001136155,0.003744181,0.005651161,0.01499412,0.003537683,0.007093355,0.005856953],"category_scores_gemma":[0.04230662,0.0004070784,0.000586412,0.002952732,0.05002626,0.0279783,0.01066206,0.00874309,0.0004623069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009927838,"about_ca_system_score_gemma":0.01211866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003420044,"about_ca_topic_score_gemma":0.002567433,"domain_scores_codex":[0.9744104,0.01893962,0.0005017989,0.001849279,0.002919447,0.001379568],"domain_scores_gemma":[0.9036891,0.07272985,0.005922338,0.005541198,0.00899801,0.003119437],"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":[0.00001111377,0.00003445449,0.00101154,0.0001104012,0.000005798557,0.00002666113,0.003189085,0.0002490328,0.00004139277,0.9815753,0.001672655,0.01207257],"study_design_scores_gemma":[0.000009949146,0.00004473776,0.001203396,0.001233404,0.00001272357,0.00006194766,0.008740654,0.0009812431,0.0002209396,0.9560875,0.03138527,0.00001827249],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04462352,0.06613616,0.08013287,0.6558537,0.003411755,0.0001673628,0.0001234103,0.00005407288,0.1494971],"genre_scores_gemma":[0.9375132,0.01958301,0.01287773,0.02045364,0.003987996,0.0002577403,0.00005701715,0.00002520639,0.005244335],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05554336,"threshold_uncertainty_score":0.2937449,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}