{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":28,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":28,"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":"7aa0efaf4c8a","filters":{"venue":"Economics of Innovation and New Technology"}},"results":[{"id":"W3124895593","doi":"10.1080/10438599.2012.708134","title":"Evidence on the impact of R&amp;D and ICT investments on innovation and productivity in Italian firms","year":2012,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":303,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Universitat de Barcelona; University of Windsor","keywords":"Complementarity (molecular biology); Information and Communications Technology; Productivity; Investment (military); Panel data; Business; Industrial organization; Production (economics); Economics; Microeconomics; Econometrics; Economic growth","authors":[{"name":"Bronwyn H. Hall","is_ca":false},{"name":"Francesca Lotti","is_ca":false},{"name":"Jacques Mairesse","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1180478152290953,"gpt":0.2910443305959414,"spread":0.1729965153668461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003227784,0.0003840295,0.0004673403,0.003845559,0.0003678086,0.00206488,0.0005680583,0.00100915,0.004813703],"category_scores_gemma":[0.02346868,0.0002521391,0.001195223,0.006210608,0.0011703,0.0009622363,0.001707248,0.0007646614,0.0009836325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001497847,"about_ca_system_score_gemma":0.0009261298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01954567,"about_ca_topic_score_gemma":0.01875454,"domain_scores_codex":[0.9972523,0.0008477346,0.0001766464,0.0003753523,0.0006863187,0.0006616112],"domain_scores_gemma":[0.9305536,0.04023695,0.02245484,0.003014161,0.001884013,0.001856524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001116295,0.00005935487,0.9799264,0.0001255644,0.0001938817,0.000175565,0.0002291456,0.001370212,0.0002717105,0.001646324,0.0005282408,0.01536196],"study_design_scores_gemma":[0.000005110763,0.00002894039,0.9978549,0.00003575816,0.00008244687,0.00006961148,0.00009037263,0.0004119065,0.0001217921,0.0002718116,0.001022129,0.000005140836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667136,0.008537458,0.0008081804,0.002288601,0.00001750842,0.00001218183,0.001171593,0.00003231242,0.02041853],"genre_scores_gemma":[0.9959834,0.00193984,0.0001166962,0.0001352909,0.00006377344,0.000006493653,0.0007495889,0.000004143084,0.001000861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01954567,"threshold_uncertainty_score":0.03886384,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050625561","doi":"10.1080/10438590701222987","title":"ABSORPTIVE CAPACITY AND INNOVATION IN THE KNOWLEDGE INTENSIVE BUSINESS SERVICE SECTOR","year":2008,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":125,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Saskatchewan","keywords":"Formality; Absorptive capacity; Business; Industrial organization; Service (business); Tertiary sector of the economy; Survey data collection; Knowledge management; Marketing","authors":[{"name":"Andreas Koch","is_ca":false},{"name":"Harald Strotmann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07858757278764392,"gpt":0.2337997954767411,"spread":0.1552122226890972,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002147767,0.0001897286,0.0003404529,0.003183444,0.0003656385,0.001672368,0.0003642859,0.0006331629,0.00467263],"category_scores_gemma":[0.01769813,0.0001611612,0.0003174834,0.003452203,0.001478258,0.001726929,0.001781619,0.0006790425,0.0005596891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001115449,"about_ca_system_score_gemma":0.001056024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003457339,"about_ca_topic_score_gemma":0.003342467,"domain_scores_codex":[0.9990476,0.0003011702,0.00005756974,0.00007888235,0.0001924312,0.0003224196],"domain_scores_gemma":[0.948543,0.0349219,0.01035187,0.0009831201,0.001376437,0.003823574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001534505,0.0002199004,0.9524509,0.00009341924,0.00009049981,0.0004344527,0.001293938,0.01384602,0.0007241736,0.01287433,0.0003961738,0.01742286],"study_design_scores_gemma":[0.00002998614,0.0001811945,0.9526325,0.0001340485,0.00006531163,0.0005009094,0.002932233,0.01666318,0.0007626108,0.02372113,0.002349786,0.00002705145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948341,0.0003157773,0.000570937,0.0002669951,0.000001558239,0.000006897203,0.0001137218,0.000006912598,0.003883279],"genre_scores_gemma":[0.9996263,0.0001113252,0.00004949414,0.000006213094,0.000004096911,0.000003256812,0.00003675196,8.877327e-7,0.0001616514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00467263,"threshold_uncertainty_score":0.01563144,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2202722977","doi":"10.1080/10438599.2015.1073478","title":"Technological and non-technological innovation and productivity in services vis-à-vis manufacturing sectors","year":2015,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":80,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"International Development Research Centre; Inter-American Development Bank","keywords":"Productivity; Technological change; Industrial organization; Business; Investment (military); Manufacturing sector; Economics; Economic growth; Labour economics","authors":[{"name":"Diego Aboal","is_ca":false},{"name":"Paula Garda","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03621441053893151,"gpt":0.2307122655319161,"spread":0.1944978549929846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001145464,0.000293212,0.000411845,0.002167801,0.0003155506,0.001371346,0.0002461005,0.0003888002,0.003952951],"category_scores_gemma":[0.009066825,0.0001196508,0.0005815615,0.003461339,0.0006022821,0.0009346143,0.001210471,0.0006307948,0.0006963561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001256504,"about_ca_system_score_gemma":0.0007404831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02568103,"about_ca_topic_score_gemma":0.0214828,"domain_scores_codex":[0.9991241,0.000240066,0.00006138494,0.0001113592,0.0001790792,0.0002839851],"domain_scores_gemma":[0.9903047,0.003842342,0.00346685,0.000377981,0.0008067247,0.001201235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000555751,0.00004361058,0.9919758,0.00002975896,0.00006647024,0.0001169705,0.000361323,0.0009200029,0.0003997864,0.0005991285,0.0001080368,0.005323325],"study_design_scores_gemma":[0.000002806129,0.00003993952,0.9972459,0.00001340187,0.00002098742,0.00006763558,0.0004669446,0.001027467,0.000227695,0.0003616472,0.0005216147,0.000003986701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968821,0.0003806771,0.0003293878,0.0001269503,0.000004145115,0.000004553083,0.000325966,0.000009559762,0.001936647],"genre_scores_gemma":[0.9990637,0.0001185258,0.00008079821,0.000007144667,0.000006266977,0.000002767525,0.0002846502,0.000002249752,0.0004339618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02568103,"threshold_uncertainty_score":0.05106306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030964081","doi":"10.1080/1043859042000269098","title":"R&amp;D and productivity growth: Evidence from the UK","year":2005,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","cited_by":77,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Saskatchewan","keywords":"Elasticity (physics); Economics; Productivity; Econometrics; Total factor productivity; Macroeconomics","authors":[{"name":"Mario Kafouros","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06103295029448338,"gpt":0.2357263453218557,"spread":0.1746933950273723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008547666,0.0003050108,0.0004392994,0.002508363,0.0002508149,0.001249852,0.0003283294,0.0004791698,0.004796548],"category_scores_gemma":[0.008324292,0.0002320415,0.0004625712,0.005682358,0.0004862626,0.0007496186,0.001203421,0.0004636202,0.001050483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00159348,"about_ca_system_score_gemma":0.0009121582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1129142,"about_ca_topic_score_gemma":0.1149262,"domain_scores_codex":[0.9987335,0.0002652475,0.0002090027,0.0002178987,0.0003409638,0.0002334483],"domain_scores_gemma":[0.9861807,0.005157163,0.005743529,0.0006374682,0.001714554,0.0005666651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000737207,0.00009573373,0.9155946,0.00125391,0.0002742735,0.002105826,0.001378194,0.001467968,0.000533283,0.00214219,0.009630794,0.06478593],"study_design_scores_gemma":[0.00003325846,0.0000723447,0.9877926,0.0003853506,0.00008464552,0.00027115,0.0005013375,0.0002760069,0.0002395084,0.0001365192,0.01019232,0.00001509899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9282796,0.03813118,0.0005347065,0.003886054,0.0001080655,0.00002529728,0.006974294,0.00003178605,0.02202887],"genre_scores_gemma":[0.979224,0.01524617,0.0001188659,0.0004167673,0.00006532935,0.00001139739,0.002597569,0.000007940723,0.002311724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1129142,"threshold_uncertainty_score":0.224514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1990162219","doi":"10.1080/10438590701581481","title":"THE USE OF INTELLECTUAL PROPERTY RIGHTS AND INNOVATION BY MANUFACTURING FIRMS IN CANADA","year":2008,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":65,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Sherbrooke","funders":"Industry Canada","keywords":"Endogeneity; Logit; Intellectual property; Nexus (standard); Industrial organization; Economics; Principal (computer security); Business; Econometrics; Computer science","authors":[{"name":"Petr Hanel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09659539467894819,"gpt":0.1942164740552635,"spread":0.09762107937631533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00106461,0.0002150665,0.0003380791,0.003262307,0.001945865,0.002163139,0.0008225059,0.0004720033,0.00258251],"category_scores_gemma":[0.006527421,0.0001780652,0.0005408453,0.007646822,0.001245413,0.0007200323,0.001086979,0.0008158599,0.0001349165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05274541,"about_ca_system_score_gemma":0.0546101,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969342,"about_ca_topic_score_gemma":0.9977784,"domain_scores_codex":[0.9983495,0.000109716,0.00006806294,0.000137645,0.0007383693,0.000596659],"domain_scores_gemma":[0.9920518,0.001538504,0.002597193,0.0001753461,0.002405492,0.001231678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008307891,0.00006645191,0.9592193,0.0001076962,0.00007331451,0.0002407221,0.002553991,0.001995233,0.0002091508,0.005190866,0.003265291,0.02699489],"study_design_scores_gemma":[0.000007240228,0.00001905368,0.9917408,0.0000538323,0.00002373425,0.00005894671,0.001919013,0.001812494,0.0001621784,0.0002879972,0.003889283,0.00002542455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814957,0.002601797,0.0002389611,0.002116284,0.00001278747,0.00003923757,0.003294885,0.00001841699,0.01018198],"genre_scores_gemma":[0.995584,0.001198519,0.0001457024,0.000058373,0.000004988069,0.000005629601,0.0007841152,0.000003190322,0.002215629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05274541,"threshold_uncertainty_score":0.3826964,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3121142645","doi":"10.1080/10438599.2016.1204779","title":"Impact of organizational innovation on product and process innovation","year":2016,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo","funders":"","keywords":"Endogeneity; Product innovation; Innovation management; Product (mathematics); Industrial organization; New product development; Process (computing); Business; Government (linguistics); Innovation process; Marketing; Economics; Econometrics; Work in process; Computer science; Mathematics","authors":[{"name":"Brian Paul Cozzarin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03146271923498505,"gpt":0.2660876729717281,"spread":0.2346249537367431,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01481713,0.0005215553,0.0008723543,0.001892161,0.0005756162,0.002271271,0.0006542927,0.001133624,0.009125353],"category_scores_gemma":[0.05718701,0.0002099515,0.002245643,0.001982979,0.002030363,0.001728701,0.002671068,0.002136651,0.0005523784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002428302,"about_ca_system_score_gemma":0.003383531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003708642,"about_ca_topic_score_gemma":0.003240139,"domain_scores_codex":[0.9775112,0.01010205,0.001101804,0.001938204,0.006234938,0.003111857],"domain_scores_gemma":[0.7691976,0.18052,0.03022956,0.009104607,0.006722285,0.00422597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001309836,0.001697154,0.8772873,0.0006094937,0.001380636,0.0002376128,0.0005816844,0.01498339,0.002603014,0.02432088,0.0007238154,0.07426523],"study_design_scores_gemma":[0.000105468,0.002080569,0.9703463,0.0001225393,0.0007646687,0.0001158394,0.0005512089,0.006998756,0.004469671,0.009139558,0.005260413,0.00004509496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645427,0.001285488,0.006255809,0.000922251,0.00009701664,0.000181791,0.0004834082,0.00005351282,0.02617794],"genre_scores_gemma":[0.9963636,0.0003234902,0.001357312,0.0001127607,0.00005444667,0.00007918945,0.0001571016,0.000009001474,0.001543206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01481713,"threshold_uncertainty_score":0.07836145,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1975436147","doi":"10.1080/10438599.2013.786581","title":"Innovation and knowledge-intensive business service: the contribution of knowledge-intensive business service to innovation in manufacturing establishments","year":2013,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa; Wilfrid Laurier University; Institut National de la Recherche Scientifique","funders":"","keywords":"Business; Service innovation; Service (business); Industrial organization; Knowledge management; Marketing; Computer science","authors":[{"name":"Richard Shearmur","is_ca":true},{"name":"David Doloreux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01923649554775563,"gpt":0.2406102318232641,"spread":0.2213737362755085,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001814733,0.0001524175,0.0002995352,0.0037112,0.002022834,0.003957909,0.0008171849,0.0009536957,0.00523795],"category_scores_gemma":[0.012403,0.0001247034,0.0003542607,0.00483311,0.004965133,0.002644149,0.002933636,0.000854403,0.0002550495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01459108,"about_ca_system_score_gemma":0.009429384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2985618,"about_ca_topic_score_gemma":0.3853312,"domain_scores_codex":[0.9977208,0.0006489417,0.00008827604,0.0001779674,0.00067945,0.000684496],"domain_scores_gemma":[0.983489,0.009069337,0.003449307,0.0005038771,0.001899136,0.001589135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001287327,0.0001745825,0.8318411,0.0004885451,0.00008384627,0.001227188,0.02656062,0.001708782,0.0008029403,0.04412255,0.001455222,0.09140582],"study_design_scores_gemma":[0.000009861391,0.00008782643,0.9418628,0.0004197769,0.00005404589,0.000648997,0.03063379,0.002342553,0.0004254802,0.008074196,0.01540241,0.00003816481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637313,0.002571878,0.001236854,0.002487584,0.00001230969,0.00003452701,0.0001064197,0.00001176984,0.02980733],"genre_scores_gemma":[0.9984044,0.0004805179,0.0001397125,0.00003731803,0.0000062055,0.000003852605,0.00001747674,0.000001467022,0.0009090054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2985618,"threshold_uncertainty_score":0.593648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015052388","doi":"10.1080/10438590903016492","title":"International R&amp;D cooperation within the EU Framework Programme: empirical evidence for Spanish firms","year":2009,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Centro para el Desarrollo Tecnológico Industrial; McGill University","keywords":"Absorptive capacity; Work (physics); Business; Process (computing); Industrial organization; Empirical evidence; Economics; Computer science","authors":[{"name":"Ascensión Barajas","is_ca":false},{"name":"Elena Huergo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1856992841552149,"gpt":0.3486790807615052,"spread":0.1629797966062903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01036935,0.0003224887,0.0005583088,0.003171142,0.0006870145,0.003436977,0.0007761832,0.001248148,0.003592164],"category_scores_gemma":[0.0207364,0.0001575414,0.0003803553,0.007000142,0.001081588,0.001260219,0.002690528,0.0007605655,0.0005945001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001697166,"about_ca_system_score_gemma":0.003075576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02855982,"about_ca_topic_score_gemma":0.01721632,"domain_scores_codex":[0.9939252,0.002091022,0.0003085081,0.0009168581,0.001263762,0.001494689],"domain_scores_gemma":[0.9528122,0.02313884,0.0128705,0.002371099,0.004810301,0.003996991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008601507,0.0009274601,0.9002066,0.0005349632,0.0002198793,0.001097891,0.007602714,0.003418506,0.0006716132,0.008177751,0.004909692,0.07137275],"study_design_scores_gemma":[0.0001186247,0.0002295261,0.9653763,0.0002418331,0.0001063477,0.000281842,0.013137,0.002069637,0.0003348601,0.0009989007,0.01707795,0.00002720422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799733,0.003303783,0.000390305,0.0007992036,0.00001713929,0.0000344209,0.0002873209,0.0000152505,0.01517909],"genre_scores_gemma":[0.9968868,0.001271669,0.0001379887,0.00008060524,0.0000223269,0.00001626524,0.0005338525,0.000004929497,0.001045601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02855982,"threshold_uncertainty_score":0.05678713,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037266430","doi":"10.1080/1043859022000014092","title":"When does funding research by smaller firms bear fruit?: Evidence from the SBIR program*","year":2003,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":53,"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":"Subsidy; Venture capital; Business; Government (linguistics); Exploit; Investment (military); Industrial organization; Capital (architecture); Principal (computer security); Finance; Economics; Market economy","authors":[{"name":"Joshua S. Gans","is_ca":true},{"name":"Scott Stern","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09664520476621667,"gpt":0.3062422743750258,"spread":0.2095970696088091,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02876205,0.0002213845,0.0006733564,0.002499975,0.002105345,0.006714795,0.00190117,0.002558559,0.01079873],"category_scores_gemma":[0.1297601,0.0002797764,0.0003645345,0.005222459,0.004344269,0.004981565,0.003528649,0.002537977,0.001177263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004421366,"about_ca_system_score_gemma":0.01255524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03819509,"about_ca_topic_score_gemma":0.06704209,"domain_scores_codex":[0.9848652,0.006527613,0.0008098077,0.000948546,0.004616842,0.002231975],"domain_scores_gemma":[0.6510191,0.1897814,0.08281247,0.0158182,0.0282486,0.03232038],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004052208,0.001357595,0.464881,0.001876561,0.000543344,0.0006074247,0.01342917,0.0006317247,0.00289157,0.06673319,0.06851131,0.3744849],"study_design_scores_gemma":[0.0008065056,0.001360369,0.801299,0.001245998,0.0004781262,0.0003818345,0.01334064,0.0005947049,0.002300658,0.01978992,0.1583178,0.0000843973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8109509,0.01303223,0.0008121189,0.1014654,0.0002932196,0.0001494433,0.001085342,0.000115043,0.07209627],"genre_scores_gemma":[0.9766408,0.004573299,0.0004967838,0.007989183,0.0005273092,0.00007981149,0.0005552604,0.00004724094,0.009090352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.971238,"threshold_uncertainty_score":0.1521101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3107208697","doi":"10.1080/10438599.2020.1841942","title":"Open innovation knowledge management in transition to market economy: integrating dynamic capability and institutional theory","year":2020,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"Economic Growth and Development","field":"Computer Science","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"MacEwan University; University of Ottawa","funders":"","keywords":"Robustness (evolution); Profitability index; Industrial organization; Dynamic capabilities; Business; Productivity; Open innovation; Survey data collection; Empirical evidence; Economics; Knowledge management; Marketing; Computer science; Economic growth","authors":[{"name":"Hien Thu Tran","is_ca":true},{"name":"Enrico Santarelli","is_ca":false},{"name":"William Wei","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01870737684554995,"gpt":0.2468787575708801,"spread":0.2281713807253301,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001139308,0.0001638306,0.0003225094,0.002197881,0.0006515575,0.003551174,0.0005831556,0.0006242944,0.002810875],"category_scores_gemma":[0.006407654,0.0001138283,0.0003828729,0.002105222,0.002092708,0.004990171,0.002148306,0.0008182376,0.000166825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002937173,"about_ca_system_score_gemma":0.002133572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01178115,"about_ca_topic_score_gemma":0.008250962,"domain_scores_codex":[0.9994062,0.0001737636,0.00004049867,0.000124378,0.0001070232,0.000148185],"domain_scores_gemma":[0.9949661,0.002615832,0.0013181,0.0003001727,0.0003882225,0.0004115953],"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":[0.0001085713,0.0004723602,0.2478321,0.0003877806,0.0001633145,0.001075415,0.004095184,0.03969096,0.0005626599,0.6144935,0.00217252,0.08894558],"study_design_scores_gemma":[0.00006588546,0.0002312671,0.182633,0.0003828588,0.0001854302,0.0004579171,0.01283429,0.1470533,0.001199054,0.6347303,0.02014718,0.00007957633],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8921756,0.001611247,0.04635529,0.004748077,0.00003556404,0.0001232952,0.0003975423,0.00007246158,0.05448092],"genre_scores_gemma":[0.9984439,0.0001681808,0.0009731036,0.00003154689,0.00000860021,0.0000131991,0.00004421383,0.000001874621,0.0003153637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01178115,"threshold_uncertainty_score":0.02342516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088744996","doi":"10.1080/10438590410001628378","title":"Innovation quality and manufacturing firms' performance in Canada","year":2004,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo","funders":"","keywords":"Productivity; Innovator; Quality (philosophy); Value (mathematics); Multivariate statistics; Economics; Marketing; Market share; Industrial organization; Survey data collection; Business; Statistics; Entrepreneurship; Economic growth; Mathematics","authors":[{"name":"Brian Paul Cozzarin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0360795073876063,"gpt":0.225374154035431,"spread":0.1892946466478247,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001741807,0.000216675,0.0004699263,0.003034486,0.001584165,0.002798717,0.0007261082,0.0003762923,0.002150408],"category_scores_gemma":[0.01145509,0.0001691891,0.000505631,0.007876732,0.001078452,0.0006512505,0.001458531,0.0008210157,0.0002045112],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04044852,"about_ca_system_score_gemma":0.03479138,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.983065,"about_ca_topic_score_gemma":0.9874259,"domain_scores_codex":[0.9974433,0.0001594384,0.000105007,0.0001883289,0.001248224,0.0008557158],"domain_scores_gemma":[0.9842869,0.001757768,0.002915421,0.0003206928,0.00786005,0.002859132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001069599,0.00005520078,0.9731711,0.00006057123,0.0000985908,0.0001462363,0.0008767216,0.0031501,0.0002788116,0.002252717,0.001792952,0.01801011],"study_design_scores_gemma":[0.000006792512,0.00002126744,0.9963893,0.0000290791,0.000019932,0.00001960962,0.0005970671,0.00122746,0.0001577059,0.0001067506,0.001411123,0.00001397534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891395,0.0006863869,0.0001532512,0.0006924581,0.00001137903,0.00001613199,0.001626413,0.00002317708,0.007651288],"genre_scores_gemma":[0.9974474,0.0002862345,0.0001019004,0.00003614306,0.000005297121,0.000003223049,0.0009206954,0.000004660782,0.001194443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9595515,"threshold_uncertainty_score":0.2934759,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141101549","doi":"10.1080/1043859052000344705","title":"Who is not developing open source software? non-users, users, and developers","year":2005,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Guelph","keywords":"Investment (military); Open source software; Business; Marketing; Open innovation; Knowledge management; Public relations; Software; Political science; Computer science","authors":[{"name":"Linus Dahlander","is_ca":false},{"name":"Maureen McKelvey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02956244051326345,"gpt":0.2668513020664923,"spread":0.2372888615532289,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.004567457,0.0001327452,0.0004921741,0.001203071,0.002348413,0.005668093,0.0006155652,0.003294232,0.005491743],"category_scores_gemma":[0.02636312,0.0002107375,0.0002330252,0.00105687,0.004373506,0.008814287,0.001202856,0.001843174,0.001281642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001422731,"about_ca_system_score_gemma":0.001923301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007496171,"about_ca_topic_score_gemma":0.009968646,"domain_scores_codex":[0.9962418,0.001610383,0.0001600664,0.0004598739,0.0009305421,0.0005973848],"domain_scores_gemma":[0.973188,0.01384295,0.005188707,0.000687892,0.002333641,0.004758878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002035948,0.000363428,0.5772537,0.0003374743,0.0001469859,0.002325231,0.05282107,0.0002206252,0.001178139,0.05632041,0.04385722,0.2649722],"study_design_scores_gemma":[0.00004576333,0.0002784559,0.3954557,0.001429524,0.0002132116,0.006852307,0.3109075,0.002064723,0.001340001,0.09974968,0.1814083,0.0002548871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.692933,0.01040719,0.002859436,0.2220957,0.000782392,0.00002586201,0.0001065346,0.00003174094,0.07075819],"genre_scores_gemma":[0.9739958,0.004905397,0.0004051586,0.01265642,0.0003740525,0.00002047561,0.00003299108,0.00001749587,0.007592202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9993845,"threshold_uncertainty_score":0.02415532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976893417","doi":"10.1080/10438599.2011.561998","title":"Evaluating the effects of investment in information and communication technology","year":2011,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Saskatchewan","keywords":"Information and Communications Technology; Productivity; Investment (military); European union; Economics; Panel data; Vector autoregression; Aggregate data; Labour economics; Business; International economics; Macroeconomics; Monetary economics; Econometrics","authors":[{"name":"Rebeca Jiménez‐Rodríguez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05683544472723347,"gpt":0.2526237233501737,"spread":0.1957882786229402,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002294524,0.0003714154,0.0004043171,0.0006182751,0.0001865809,0.001236524,0.0003339715,0.0008580883,0.002998003],"category_scores_gemma":[0.01006573,0.0002297712,0.000591476,0.00117539,0.0005161168,0.0008170654,0.0006664479,0.0007549026,0.0003305786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053134,"about_ca_system_score_gemma":0.0006123582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008502157,"about_ca_topic_score_gemma":0.008569464,"domain_scores_codex":[0.9985908,0.00072199,0.00007573121,0.0001709434,0.0001675094,0.0002730649],"domain_scores_gemma":[0.9821493,0.01384595,0.002743072,0.0003792201,0.0005203959,0.0003619469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002012984,0.001391354,0.8602634,0.0002658018,0.001169168,0.0005622563,0.0002231008,0.09568345,0.004013367,0.004853003,0.001087777,0.02847429],"study_design_scores_gemma":[0.00008913595,0.002555717,0.9477785,0.00003247103,0.0005474358,0.000074492,0.0008336329,0.03820635,0.004736626,0.002712555,0.002401971,0.0000312573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956683,0.0002749788,0.0004319952,0.0002249781,0.00001035307,0.00001384019,0.0003506941,0.000008666182,0.003016185],"genre_scores_gemma":[0.9985656,0.000205875,0.0001681107,0.00004393703,0.00001064489,0.000008773379,0.0003527207,0.000002093828,0.0006423361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008502157,"threshold_uncertainty_score":0.01690531,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2049740908","doi":"10.1080/10438590600661939","title":"THE EFFECTS OF INNOVATION POLICIES ON BUSINESS R&amp;D: A CROSS-NATIONAL EMPIRICAL STUDY","year":2007,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"University of Saskatchewan","keywords":"Openness to experience; Enforcement; Investment (military); Government (linguistics); Incentive; Economics; Business; International trade; International economics; Political science; Market economy","authors":[{"name":"Yonghong Wu","is_ca":false},{"name":"David Popp","is_ca":false},{"name":"Stuart Bretschneider","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06014447118388108,"gpt":0.3356801138651646,"spread":0.2755356426812835,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003215512,0.0002144383,0.0007432611,0.00218974,0.0008163685,0.001756761,0.0004953322,0.0005902169,0.003480337],"category_scores_gemma":[0.01138327,0.0002443467,0.001098293,0.003775623,0.0009454942,0.001437935,0.001663061,0.00103606,0.0005489581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001522259,"about_ca_system_score_gemma":0.0009939938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03088353,"about_ca_topic_score_gemma":0.04270301,"domain_scores_codex":[0.9976135,0.0007600391,0.0001834622,0.0004485685,0.0004777934,0.0005164912],"domain_scores_gemma":[0.9690727,0.01689829,0.008997319,0.001693808,0.001892607,0.001445284],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002324182,0.0004258695,0.9774992,0.0001019171,0.0006105409,0.0002155018,0.0003851314,0.002874409,0.0004446289,0.001490046,0.0006839778,0.01503632],"study_design_scores_gemma":[0.00000992907,0.00006747615,0.9960146,0.0000423336,0.0001441656,0.0001024247,0.0004970357,0.0005980636,0.0004076437,0.0001660408,0.001938717,0.00001166764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934936,0.001173445,0.0001759843,0.0001996367,0.000006781995,0.000007523978,0.0004838464,0.000008196462,0.00445109],"genre_scores_gemma":[0.9972492,0.0008495043,0.0001823678,0.00008552045,0.00001348537,0.00001452954,0.0008169821,0.000004756824,0.0007837663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9967845,"threshold_uncertainty_score":0.06140751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2106914734","doi":"10.1080/10438590410001629007","title":"The sources of total factor productivity growth: Evidence from Canadian data","year":2003,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Guelph","funders":"","keywords":"Ceteris paribus; Productivity; Total factor productivity; Economics; Growth rate; Investment (military); Econometrics; Technological change; Macroeconomics; Microeconomics; Mathematics","authors":[{"name":"Kenneth I Carlaw","is_ca":false},{"name":"Stephen Kosempel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07022202249615776,"gpt":0.2319515762695509,"spread":0.1617295537733931,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029823,0.0008854636,0.0009065783,0.007075625,0.002677201,0.003421624,0.001645345,0.0005644078,0.002554898],"category_scores_gemma":[0.01710845,0.0005440221,0.0009878583,0.02658105,0.00100375,0.001287312,0.001146275,0.0009003356,0.000499575],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04774257,"about_ca_system_score_gemma":0.04702825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.996923,"about_ca_topic_score_gemma":0.9968844,"domain_scores_codex":[0.9974703,0.0001856938,0.0001538356,0.0003555692,0.001313858,0.0005207931],"domain_scores_gemma":[0.9828751,0.002943757,0.002509875,0.0009683472,0.009986172,0.0007167642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000503443,0.00009452173,0.8601503,0.0008435166,0.000592298,0.0004379958,0.003094058,0.02050429,0.0004976712,0.01665758,0.03286036,0.06376395],"study_design_scores_gemma":[0.00006681128,0.00002580023,0.9406461,0.0003017585,0.0002531892,0.0001345423,0.00211508,0.01645171,0.0007420807,0.002618816,0.03647224,0.0001718765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8356689,0.008665072,0.003600915,0.003383746,0.00006203083,0.0001043764,0.1249755,0.0002667235,0.02327272],"genre_scores_gemma":[0.940982,0.006397968,0.002510783,0.0001440454,0.00001967785,0.00004183884,0.04709347,0.0000663776,0.002743927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9522575,"threshold_uncertainty_score":0.3463982,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2511315264","doi":"10.1080/10438599.2016.1203084","title":"Does organizational innovation moderate technical innovation directly or indirectly?","year":2016,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":19,"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":"Endogeneity; Context (archaeology); Productivity; Divergence (linguistics); Organizational performance; Industrial organization; Control (management); Organizational learning; Economics; Structural equation modeling; Knowledge management; Business; Econometrics; Marketing; Computer science; Management","authors":[{"name":"Brian Paul Cozzarin","is_ca":true},{"name":"Weonseek Kim","is_ca":false},{"name":"Bonwoo Koo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02790693255615296,"gpt":0.2295231774062526,"spread":0.2016162448500997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004579236,0.0004393106,0.0008639593,0.001276176,0.0005585625,0.003302849,0.0005881616,0.001771338,0.01131057],"category_scores_gemma":[0.02203435,0.0002166754,0.001861757,0.001312093,0.001651967,0.002238974,0.002111742,0.001236564,0.0009212901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001116731,"about_ca_system_score_gemma":0.001841749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003333103,"about_ca_topic_score_gemma":0.003306529,"domain_scores_codex":[0.9954129,0.001876867,0.0002766341,0.0008529857,0.0006835439,0.0008971419],"domain_scores_gemma":[0.9464265,0.04151496,0.006073915,0.002516026,0.001316989,0.002151726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006455113,0.0007720624,0.9137853,0.0007335208,0.001505646,0.0004812653,0.001689254,0.005132124,0.004129955,0.02889514,0.001181658,0.04104861],"study_design_scores_gemma":[0.00007953217,0.0007836872,0.9392413,0.0003517312,0.001298342,0.0002356813,0.002136905,0.007523311,0.003098005,0.03502799,0.01016132,0.00006236178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566098,0.001966779,0.007057446,0.002035733,0.0001015881,0.00006253838,0.000416875,0.00006446077,0.03168476],"genre_scores_gemma":[0.996626,0.0004031899,0.0007863741,0.0002386287,0.00005487172,0.00002803594,0.0001163396,0.00001541303,0.001731163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01131057,"threshold_uncertainty_score":0.03783762,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999247581","doi":"10.1080/10438591003696886","title":"Star scientists and their positions in the Canadian biotechnology network","year":2011,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Polytechnique Montréal; Université du Québec à Montréal; Concordia University","funders":"","keywords":"Gatekeeping; Star (game theory); Neighbourhood (mathematics); Stars; Quality (philosophy); Network structure; Economic geography; Business; Economics; Computer science; Mathematics; Advertising","authors":[{"name":"Andrea Schiffauerova","is_ca":true},{"name":"Catherine Beaudry","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1042450115040694,"gpt":0.2008620799308746,"spread":0.09661706842680519,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.001209628,0.000150364,0.0002717755,0.004560837,0.004234822,0.003052942,0.0004456636,0.0005527273,0.005642706],"category_scores_gemma":[0.008665878,0.0001579683,0.0001461127,0.006866782,0.002106978,0.001361824,0.001422642,0.0003703017,0.0003228062],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01711125,"about_ca_system_score_gemma":0.01139914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7023737,"about_ca_topic_score_gemma":0.8008898,"domain_scores_codex":[0.9990286,0.0001329758,0.00002810085,0.000113676,0.000372564,0.0003241387],"domain_scores_gemma":[0.9948364,0.001343301,0.001068329,0.0001083561,0.001455463,0.001188072],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005294359,0.00005243493,0.5834809,0.0002265269,0.0001140504,0.0009247939,0.02296574,0.01237414,0.002527003,0.2535342,0.01325315,0.1100176],"study_design_scores_gemma":[0.00006407706,0.00007352302,0.8451111,0.0001306288,0.0001317264,0.0004770937,0.0235828,0.01932566,0.001326593,0.04301737,0.06663332,0.000126132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9108917,0.001310428,0.002287753,0.002876795,0.00002269322,0.00003738063,0.0007672037,0.00002771616,0.08177835],"genre_scores_gemma":[0.995195,0.0004724781,0.0004491028,0.0000377555,0.000005433354,0.000003134912,0.0001100361,0.000002936973,0.003724076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9987904,"threshold_uncertainty_score":0.5987582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2471950283","doi":"10.1080/10438599.2016.1202523","title":"Employee relations and innovation: an empirical analysis using patent data","year":2016,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Incentive; Business; Loyalty; Corporate governance; Profit sharing; Industrial relations; Marketing; Industrial organization; Stock (firearms); Variety (cybernetics); Pension; Economics; Microeconomics; Finance; Management","authors":[{"name":"James A. Brander","is_ca":true},{"name":"Wei Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1439351264396502,"gpt":0.2929537447809201,"spread":0.1490186183412699,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.005672298,0.0002863038,0.000751243,0.009234997,0.001053904,0.002297629,0.0011569,0.001953512,0.007157541],"category_scores_gemma":[0.03866005,0.0002543307,0.000963836,0.01581283,0.0007789967,0.002474718,0.001314976,0.001339327,0.00204118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065867,"about_ca_system_score_gemma":0.001408944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0123831,"about_ca_topic_score_gemma":0.008474759,"domain_scores_codex":[0.9957026,0.001278873,0.0004688754,0.0005570248,0.001304809,0.0006878968],"domain_scores_gemma":[0.8588428,0.1014869,0.02880066,0.003602657,0.004292553,0.002974397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000137402,0.0005691502,0.9811445,0.000104177,0.0001736659,0.0004151668,0.0003955264,0.001386724,0.0001372996,0.0007195981,0.001462545,0.01335435],"study_design_scores_gemma":[0.00005033118,0.0003652771,0.9861129,0.00005571117,0.0001820799,0.000476559,0.0009498546,0.0063453,0.0003675335,0.0007411761,0.00432617,0.00002707621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909252,0.0009049645,0.0007513783,0.0003438035,0.00001013824,0.00006194106,0.004290564,0.00002598316,0.002685982],"genre_scores_gemma":[0.9927809,0.0006426268,0.0005212337,0.00005428883,0.00007801652,0.00008368411,0.004614288,0.00001097613,0.001213962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.990765,"threshold_uncertainty_score":0.0299983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3041134500","doi":"10.1080/10438599.2020.1786999","title":"Exploring innovation and export interplay in Canadian firms","year":2020,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"HEC Montréal; Université du Québec à Montréal; Saint Mary's University","funders":"Canada Research Chairs; Saint Mary’s University","keywords":"Industrial organization; Business; Key (lock); Economics","authors":[{"name":"Claudia De Fuentes","is_ca":true},{"name":"Jorge Niosi","is_ca":true},{"name":"Jahan Ara Peerally","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1431811077457681,"gpt":0.2344511731536339,"spread":0.09127006540786584,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001471278,0.0002949358,0.0003765693,0.002522969,0.001549997,0.001760535,0.0005063878,0.0004094232,0.002691829],"category_scores_gemma":[0.006203541,0.0001623222,0.0005975708,0.004829568,0.0009732984,0.0008286017,0.001296861,0.0006648432,0.0001156837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02558566,"about_ca_system_score_gemma":0.030581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9847467,"about_ca_topic_score_gemma":0.9883223,"domain_scores_codex":[0.999265,0.0001040016,0.00002620332,0.00009918648,0.0001649982,0.0003406362],"domain_scores_gemma":[0.9962759,0.001309028,0.0008025852,0.0001448125,0.001081045,0.000386638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001606433,0.00006979486,0.9295442,0.0001085804,0.0001571745,0.0003213976,0.003793449,0.01325739,0.00095398,0.0208872,0.00159151,0.02915483],"study_design_scores_gemma":[0.00001222749,0.00003279688,0.9785069,0.00004395778,0.0000947396,0.00003950826,0.003134795,0.009796721,0.0004387174,0.001929451,0.005930248,0.00003998243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898573,0.0005805249,0.0004725376,0.0007492659,0.000003787315,0.00001101595,0.000909958,0.00001389794,0.007401635],"genre_scores_gemma":[0.9961777,0.000377022,0.0004286478,0.0000528852,0.000003230297,0.000005852471,0.0004407186,0.000004394481,0.002509634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02558566,"threshold_uncertainty_score":0.1856378,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4214870411","doi":"10.1080/10438599.2021.2024074","title":"Firm patenting and types of innovation. An empirical investigation on patenting determinants in developing countries","year":2022,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Developing country; Economics; Industrial organization; Business; Product (mathematics); Core (optical fiber); Induced innovation; Intellectual property; Technological change; Economic growth; Macroeconomics","authors":[{"name":"Mounir Amdaoud","is_ca":false},{"name":"Petr Hanel","is_ca":true},{"name":"Christian Le Bas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08029587030478574,"gpt":0.2664391301317784,"spread":0.1861432598269926,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003367627,0.0001873387,0.0005792555,0.005131464,0.0005074762,0.00204019,0.0005731972,0.0006885402,0.006499406],"category_scores_gemma":[0.02110526,0.0001547713,0.0009655967,0.006831467,0.001383766,0.00188389,0.0008074393,0.0009053675,0.0007226191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009147305,"about_ca_system_score_gemma":0.0005445858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002612199,"about_ca_topic_score_gemma":0.001583429,"domain_scores_codex":[0.9981264,0.0003556389,0.0002580965,0.0003885864,0.0005843353,0.0002869623],"domain_scores_gemma":[0.9101145,0.04853707,0.03415312,0.00227595,0.002293919,0.0026255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001176199,0.0001107413,0.9599032,0.0002788889,0.0002470124,0.0002671307,0.0003559306,0.004090978,0.0008102555,0.007233374,0.0005078257,0.02607708],"study_design_scores_gemma":[0.00002182077,0.0001525911,0.9866173,0.00006556161,0.0001290396,0.0006073606,0.0004518183,0.002605551,0.0008972425,0.00510608,0.003322179,0.00002352319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817744,0.004821003,0.00216904,0.0003734887,0.00002030499,0.00006581697,0.001780539,0.0000296399,0.008965679],"genre_scores_gemma":[0.9980831,0.0006859471,0.0002932815,0.00001170624,0.00001890748,0.00001232836,0.0002937482,0.000002833604,0.0005981643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006499406,"threshold_uncertainty_score":0.0217427,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2883724786","doi":"10.1080/10438599.2018.1500105","title":"Measuring ‘indirect’ investments in ICT in OECD countries","year":2018,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"ICT Impact and Policies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Information and Communications Technology; Economics; Business; Political science","authors":[{"name":"Gilbert Cette","is_ca":false},{"name":"Jimmy Lopez","is_ca":false},{"name":"Giorgio Presidente","is_ca":false},{"name":"Vincenzo Spiezia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02872613846309828,"gpt":0.231718288563757,"spread":0.2029921501006587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001065137,0.0004551362,0.0002487262,0.005569571,0.0002157835,0.001770812,0.0002689802,0.0002644975,0.001742388],"category_scores_gemma":[0.005746717,0.0001765117,0.0003849312,0.009444151,0.000557207,0.0008879919,0.001251714,0.0003652225,0.000311698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145456,"about_ca_system_score_gemma":0.0005583118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00929645,"about_ca_topic_score_gemma":0.006824437,"domain_scores_codex":[0.9987908,0.0003103479,0.0001703177,0.0001176353,0.0004288044,0.0001822559],"domain_scores_gemma":[0.9943487,0.001516583,0.002374321,0.0004157185,0.001177945,0.0001668482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000139037,0.00006602339,0.9355661,0.0003758487,0.000438321,0.000447449,0.0009230173,0.01203018,0.0007633576,0.008538767,0.00265012,0.03806187],"study_design_scores_gemma":[0.000008453016,0.00005971751,0.97581,0.0001431343,0.0001346372,0.0002614098,0.001367027,0.001391771,0.002114783,0.001222215,0.01746674,0.00002005204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9497538,0.001122461,0.001116699,0.00010162,0.00001796216,0.00003077934,0.007597891,0.00003707602,0.04022172],"genre_scores_gemma":[0.9864935,0.001694486,0.001324135,0.00003311739,0.00002251842,0.00009490035,0.008390307,0.00002205821,0.001925142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00929645,"threshold_uncertainty_score":0.01848465,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3121370331","doi":"10.1080/10438590303127","title":"Econometric analysis of price index for home video cassette recorders in the U.S., 1978-1987","year":2003,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Northwestern University; Walt Disney Company","keywords":"Hedonic index; Econometrics; Price index; Economics; Index (typography); Quality (philosophy); Estimation; Econometric analysis; Computer science","authors":[{"name":"Hiroshi Ōhashi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02800516001799436,"gpt":0.2479032511774316,"spread":0.2198980911594373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006254266,0.0001641181,0.0001840248,0.001305701,0.0001747708,0.0005667955,0.0002441944,0.000218338,0.003349561],"category_scores_gemma":[0.003983146,0.000148413,0.0002484925,0.001973335,0.0001887366,0.0003992043,0.0001802946,0.0003598069,0.0008796661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001564563,"about_ca_system_score_gemma":0.0004319417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06204233,"about_ca_topic_score_gemma":0.07907651,"domain_scores_codex":[0.9997827,0.00004421809,0.00001796245,0.00003231352,0.00008721921,0.00003546845],"domain_scores_gemma":[0.9969566,0.001576598,0.0008025539,0.00007935538,0.0005054968,0.00007939035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002976003,0.0001697347,0.9550885,0.00005746863,0.00007458295,0.0002810152,0.0002522189,0.006015259,0.0007095593,0.001459795,0.004915698,0.03067861],"study_design_scores_gemma":[0.000007215353,0.00006473289,0.9909931,0.000006141967,0.0000294121,0.00005458693,0.0003200813,0.00657538,0.0005126581,0.0001271549,0.00130369,0.000005736212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99067,0.000256143,0.0005167632,0.0001466138,0.000006778287,0.00001773964,0.004699719,0.00002472217,0.003661633],"genre_scores_gemma":[0.9872939,0.000287611,0.0004383798,0.00002610015,0.00002360632,0.00001314506,0.007915085,0.000006777308,0.003995281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06204233,"threshold_uncertainty_score":0.1233624,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974313057","doi":"10.1080/10438590500475000","title":"Enterprise in orbit: The supply of communication satellites","year":2006,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"Economic Growth and Productivity","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":"Polytechnique Montréal","funders":"","keywords":"Oligopoly; Rule of thumb; Economics; Industrial organization; Microeconomics; Simple (philosophy); Satellite; Business; Computer science; Engineering","authors":[{"name":"Catherine Beaudry","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01917272494189936,"gpt":0.2080921278404185,"spread":0.1889194028985191,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001349385,0.0001149711,0.0001117303,0.000557682,0.0005443409,0.001641856,0.0002128435,0.0006367335,0.005684144],"category_scores_gemma":[0.001516212,0.00008620403,0.0001162765,0.001590858,0.0002896962,0.001257066,0.0006579045,0.0003669458,0.000543116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001000253,"about_ca_system_score_gemma":0.0005739587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008685,"about_ca_topic_score_gemma":0.008215547,"domain_scores_codex":[0.9998354,0.00002661348,0.000006072064,0.00002376688,0.00007403379,0.00003411475],"domain_scores_gemma":[0.9994236,0.0002021087,0.0001926393,0.00003059313,0.00009035033,0.00006078169],"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":[0.0005795479,0.0002453502,0.3029102,0.0005551337,0.0001149059,0.01120705,0.008618387,0.06203809,0.01400339,0.3258004,0.02334719,0.2505804],"study_design_scores_gemma":[0.00006994583,0.0005132182,0.3071728,0.0003657867,0.0001628401,0.007146807,0.03056626,0.1045056,0.01397931,0.1350906,0.4002889,0.0001379903],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8913236,0.00205152,0.007363622,0.002754479,0.00005308608,0.00001940444,0.0006872113,0.00005892642,0.09568817],"genre_scores_gemma":[0.9897318,0.0009664755,0.0005355865,0.00008085276,0.00004190172,0.000003431462,0.0002667209,0.000008455437,0.008364655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008685,"threshold_uncertainty_score":0.01901531,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401827953","doi":"10.1080/10438599.2024.2392133","title":"Influence of educational composition on firm innovation and performance","year":2024,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":4,"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":"Composition (language); Industrial organization; Business; Economics; Microeconomics; Econometrics","authors":[{"name":"Lene Kromann","is_ca":true},{"name":"Anders Sørensen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01514102757717297,"gpt":0.2372112580286847,"spread":0.2220702304515117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00278621,0.0001698334,0.0002310079,0.001061986,0.0003846258,0.001488618,0.0002673512,0.0004126179,0.004588797],"category_scores_gemma":[0.01437269,0.00007668973,0.0002874271,0.0007633024,0.0006094382,0.0006654429,0.001138409,0.0005203796,0.0005486814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006958283,"about_ca_system_score_gemma":0.0007272963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003081402,"about_ca_topic_score_gemma":0.004137843,"domain_scores_codex":[0.9981827,0.0007406559,0.00008872127,0.0001651734,0.0003178074,0.0005049183],"domain_scores_gemma":[0.9751078,0.01343886,0.005730908,0.0007792812,0.001040166,0.003902905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003015872,0.0003263856,0.9684475,0.00002862037,0.0001103004,0.0001464048,0.000291242,0.002333665,0.0007534896,0.001122574,0.0002414205,0.02589684],"study_design_scores_gemma":[0.000009967207,0.0001466055,0.9965238,0.000019073,0.00002980714,0.00003673698,0.0003026812,0.001262444,0.0004637373,0.0006496973,0.0005497144,0.000005761425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944983,0.0002762885,0.0002981058,0.0002482818,0.000006507288,0.00001041526,0.00006987305,0.000007537637,0.004584656],"genre_scores_gemma":[0.9993485,0.000043456,0.00005075228,0.00001350183,0.000008976978,0.000001911856,0.00002799233,0.000001250306,0.0005036928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004588797,"threshold_uncertainty_score":0.015351,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3124233246","doi":"10.1080/10438590600925144","title":"THE EFFECTS OF TECHNOLOGICAL CHANGE ON THE QUALITY AND VARIETY OF INFORMATION PRODUCTS†","year":2007,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Guelph","keywords":"Variety (cybernetics); Technological change; Production (economics); Quality (philosophy); Product (mathematics); Comparative statics; Industrial organization; Economics; Business; Product differentiation; Consumer demand; Microeconomics; Marketing; Commerce; Computer science","authors":[{"name":"David Waterman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04010121944818102,"gpt":0.2601178015435798,"spread":0.2200165820953988,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001553842,0.0001738123,0.0001555013,0.001186772,0.0003445556,0.001887607,0.0002991511,0.0008125327,0.006745917],"category_scores_gemma":[0.01551175,0.0001642493,0.0004721867,0.001152681,0.00150333,0.0017561,0.0006566365,0.0005813022,0.0005534281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001130371,"about_ca_system_score_gemma":0.0002094786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001503045,"about_ca_topic_score_gemma":0.001531367,"domain_scores_codex":[0.9985038,0.0006362605,0.0000640222,0.0002257539,0.0004032437,0.0001669475],"domain_scores_gemma":[0.9736442,0.01820111,0.004709648,0.001298977,0.001482419,0.000663626],"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":[0.002668839,0.001206953,0.550094,0.001053074,0.0005947335,0.001294902,0.002063852,0.01772859,0.04946388,0.100759,0.002542741,0.2705294],"study_design_scores_gemma":[0.00005882244,0.001038443,0.939308,0.00008251567,0.0001835939,0.0007904543,0.0009500852,0.004208792,0.009285333,0.03126474,0.01277228,0.00005686486],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9293183,0.004293312,0.003172522,0.001443154,0.00004619248,0.00004968104,0.0002494585,0.00002055326,0.06140675],"genre_scores_gemma":[0.9972231,0.0009596517,0.0005782362,0.00009178642,0.00003364192,0.00000698537,0.00004842929,0.000004624336,0.001053567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006745917,"threshold_uncertainty_score":0.02256727,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416908164","doi":"10.1080/10438599.2025.2593953","title":"Disentangling neutral, directional, and complementarity effects of technological change: evidence from 32 OECD countries, 1994–2019","year":2025,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"Energy, Environment, Economic Growth","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":"Complementarity (molecular biology); Technological change; General equilibrium theory; Empirical evidence","authors":[{"name":"Christophe Feder","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03949900359204714,"gpt":0.2471479015061389,"spread":0.2076488979140918,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002611487,0.0003992594,0.000409652,0.004017091,0.0004143278,0.001211452,0.0002509713,0.0003248949,0.0009180824],"category_scores_gemma":[0.006395049,0.0001453022,0.0007408737,0.008344529,0.001012125,0.001101318,0.001384056,0.0004496233,0.0002578362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196503,"about_ca_system_score_gemma":0.0008932626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0513711,"about_ca_topic_score_gemma":0.04870316,"domain_scores_codex":[0.9989427,0.00030309,0.0001107428,0.0001640979,0.0002854246,0.0001940035],"domain_scores_gemma":[0.9926227,0.003141857,0.002389065,0.0006291095,0.001061752,0.000155445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003259552,0.00003842748,0.9487758,0.0003111906,0.0004907842,0.000666166,0.0009435895,0.004663586,0.0003454546,0.00442756,0.00199376,0.03701761],"study_design_scores_gemma":[0.00001726354,0.00005058608,0.9827172,0.000101967,0.0002977808,0.0001676003,0.00176365,0.0008051869,0.0007495942,0.001056205,0.01225052,0.00002236954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767066,0.005705999,0.001001721,0.0006786893,0.00002438382,0.00001759344,0.004050803,0.00002540369,0.01178891],"genre_scores_gemma":[0.9928746,0.002805082,0.0003578053,0.0001037094,0.00002336457,0.00001260782,0.003388005,0.000008449756,0.0004262778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0513711,"threshold_uncertainty_score":0.1021442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404378702","doi":"10.1080/10438599.2024.2424866","title":"Industrial designs and firm performance: evidence from publicly traded Canadian companies, 1990–2014","year":2024,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","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 Toronto","funders":"","keywords":"Business; Industrial organization; Economics; Econometrics; Financial economics","authors":[{"name":"Robert J. D. Embree","is_ca":true},{"name":"Elias Collette","is_ca":false},{"name":"Diego eduardo Santilli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1260768316658089,"gpt":0.2402030553217173,"spread":0.1141262236559084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001458022,0.0004657662,0.0004123401,0.005218093,0.001991361,0.002069775,0.001440756,0.0006008716,0.003512907],"category_scores_gemma":[0.007552247,0.0003029682,0.0007092212,0.01458226,0.001163523,0.000738126,0.001048844,0.000985396,0.0005366238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0321864,"about_ca_system_score_gemma":0.0308456,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9927193,"about_ca_topic_score_gemma":0.9953805,"domain_scores_codex":[0.9978489,0.00008778716,0.0001110802,0.0002443759,0.001152923,0.000555015],"domain_scores_gemma":[0.9813138,0.001734853,0.008596281,0.0004725378,0.005330194,0.002552372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001129524,0.00006768267,0.9751243,0.0001415738,0.0001783184,0.000110845,0.0005516288,0.0008074532,0.00009196033,0.0008337454,0.01048015,0.01149935],"study_design_scores_gemma":[0.00001044888,0.00002203102,0.9928139,0.00004958038,0.00006015841,0.00002888569,0.000578162,0.0004723688,0.0001029199,0.00005940421,0.005784601,0.00001755855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9093883,0.008304066,0.0003934574,0.002606179,0.00004642366,0.00006905531,0.06234508,0.00008625603,0.01676106],"genre_scores_gemma":[0.9671527,0.00330167,0.0002296833,0.0002279778,0.0000424406,0.00001974206,0.023732,0.00001320122,0.005280675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0321864,"threshold_uncertainty_score":0.2335298,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415387026","doi":"10.1080/10438599.2025.2571618","title":"Building a scientific community? The WOEPS workshop and the evolution of the economics of science, 1994–2023","year":2025,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"University-Industry-Government Innovation Models","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":"Canadian Institute for Advanced Research","funders":"European Commission","keywords":"Applied economics; Field (mathematics); Economic methodology; Schools of economic thought; Science communication; Heterodox economics; Process (computing); Hard and soft science; Business economics; Behavioral economics","authors":[{"name":"Daniel Souza","is_ca":false},{"name":"Aldo Geuna","is_ca":true},{"name":"Cornelia Lawson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0208208322595755,"gpt":0.2252083493057109,"spread":0.2043875170461354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.01809209,0.0002950716,0.0003367825,0.003433547,0.003387564,0.006786823,0.001168902,0.003338841,0.003921849],"category_scores_gemma":[0.06093528,0.0003264853,0.0004799931,0.004332028,0.005816791,0.008803067,0.006061695,0.002845521,0.0004688297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007140389,"about_ca_system_score_gemma":0.005853203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007174572,"about_ca_topic_score_gemma":0.005130384,"domain_scores_codex":[0.9953284,0.002113702,0.0002187279,0.0005182914,0.001059281,0.0007616116],"domain_scores_gemma":[0.9610859,0.02415728,0.0044273,0.001546066,0.00387644,0.004906967],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00102788,0.0002928622,0.02646822,0.0006663965,0.000185846,0.001677976,0.04386849,0.003903163,0.001704788,0.613853,0.1049923,0.2013591],"study_design_scores_gemma":[0.000162815,0.0002380458,0.0780217,0.001005293,0.00007582858,0.0006621741,0.03763027,0.003628714,0.002096887,0.237103,0.6391556,0.000219678],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5447233,0.01830515,0.006950612,0.34543,0.003427627,0.00009499407,0.0004765948,0.00009399989,0.0804977],"genre_scores_gemma":[0.977264,0.005198169,0.002333152,0.004491313,0.001185895,0.00007863611,0.0001660043,0.00004311896,0.009239737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9966124,"threshold_uncertainty_score":0.09568119,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}