{"meta":{"query_hash":"63f94c32d9fb","filters":{"topic":"University-Industry-Government Innovation Models"},"cohort_total":302,"direct_labels_cover":5,"predictions_cover":302,"exported":302,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/63f94c32d9fb","api":"https://metacan.xera.ac/api/v1/cohort?topic=University-Industry-Government+Innovation+Models"},"results":[{"id":"W1036357591","doi":"10.31743/ppe.15405","title":"Features of Academia-Industry Interactions in Nigeria from the Perspective of Manufacturing Firms","year":2010,"lang":"en","type":"article","venue":"Przegląd Prawno-Ekonomiczny","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Perspective (graphical); Business; Industrial organization; Manufacturing; Economic geography; Manufacturing engineering; Marketing; Engineering; Economics; Computer science; Artificial intelligence","score_opus":0.020220970194325394,"score_gpt":0.24983943423238875,"score_spread":0.22961846403806335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1036357591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9601665,0.000013612287,0.00006624919,0.0047559584,0.0006831473,0.0003285377,0.000042450873,0.000039122202,0.03390438],"genre_scores_gemma":[0.99767905,0.000002929827,0.00024171163,0.0005665962,0.0008686604,0.000008878623,0.00002152497,0.00002596165,0.00058466994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986894,0.000024859737,0.00044250677,0.00035119517,0.00024301096,0.0002490337],"domain_scores_gemma":[0.99848586,0.00024344695,0.0006794919,0.0004315526,0.00014392636,0.000015723705],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003705363,0.00021892026,0.00029024773,0.00026893028,0.00013457552,0.00010131965,0.0006111007,0.00054102414,0.00084875786],"category_scores_gemma":[0.00023605958,0.00019490677,0.00009814173,0.00034581686,0.0001397531,0.0013312253,0.00036922723,0.0030477822,0.00003288448],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090466125,0.0007902879,0.6997047,0.0001350761,0.0006518461,0.00001665484,0.0048176195,0.0022317288,0.100924976,0.15791029,0.022539001,0.009373165],"study_design_scores_gemma":[0.0022323194,0.000016560205,0.8528323,0.00019330133,0.00013949731,0.000003925007,0.01879751,0.0008685549,0.06130167,0.012084257,0.050879557,0.00065051386],"about_ca_topic_score_codex":0.004188201,"about_ca_topic_score_gemma":0.0015918002,"teacher_disagreement_score":0.15312764,"about_ca_system_score_codex":0.00015759667,"about_ca_system_score_gemma":0.00006276398,"threshold_uncertainty_score":0.9992522},"labels":[],"label_agreement":null},{"id":"W1418760523","doi":"10.71781/21419","title":"La valorisation - Une étude de cas internationale","year":2008,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Organisation de Coopération et de Développement Économiques; National Foundation for Infectious Diseases","keywords":"Technology transfer; Normative; Meaning (existential); Subject (documents); Centrality; Process (computing); Knowledge transfer; Sociology; Field (mathematics); Engineering; Knowledge management; Political science; Business; Management; Epistemology; Computer science; Library science; Philosophy; Economics; Law","score_opus":0.04363059683811545,"score_gpt":0.2763505475452941,"score_spread":0.23271995070717863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1418760523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6928916,0.00003856819,0.00069753674,0.0008706268,0.0006262349,0.0004684125,0.000029218947,0.000005206212,0.30437258],"genre_scores_gemma":[0.8665812,0.000058966965,0.0025228893,0.0003880108,0.00077238714,0.000018308394,0.003198597,0.00005946085,0.12640019],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979669,0.00004327642,0.0004776737,0.00053672877,0.000658295,0.00031714904],"domain_scores_gemma":[0.9981812,0.00011255074,0.0008598794,0.0002703938,0.00054728275,0.000028663639],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000500867,0.00036119638,0.0003080197,0.00037419755,0.00041952622,0.00094205275,0.0009419342,0.0007349397,0.008876085],"category_scores_gemma":[0.0002114585,0.00046011363,0.00010187935,0.000855595,0.00007122171,0.0032112135,0.00032800634,0.0007702673,0.0022412727],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011521206,0.002913809,0.45763534,0.0008545252,0.0018268676,0.0012759434,0.028966561,0.011918135,0.0053487415,0.050842408,0.063052356,0.3742132],"study_design_scores_gemma":[0.0020248992,0.000023553377,0.12190957,0.0008884007,0.00039733047,0.000024587294,0.01116687,0.012384865,0.0014126374,0.000588125,0.84817135,0.0010078229],"about_ca_topic_score_codex":0.0054672966,"about_ca_topic_score_gemma":0.0024181993,"teacher_disagreement_score":0.785119,"about_ca_system_score_codex":0.00064611144,"about_ca_system_score_gemma":0.00026189125,"threshold_uncertainty_score":0.99978507},"labels":[],"label_agreement":null},{"id":"W14812714","doi":"10.1353/ils.2013.0014","title":"Visual Subject Analysis for Dublin Core Research / L'analyse visuelle de sujet aux fins de la recherche Dublin Core","year":2013,"lang":"fr","type":"article","venue":"Canadian Journal of Information and Library Science","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Subject (documents); Core (optical fiber); Visualization; Dimension (graph theory); Computer science; Data science; Library science; Artificial intelligence; Mathematics","score_opus":0.20763917617544744,"score_gpt":0.3573877958436064,"score_spread":0.14974861966815897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W14812714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.970813,0.00024583883,0.0068628057,0.0137339085,0.0002024442,0.00028043942,0.00004155024,0.000012061291,0.00780799],"genre_scores_gemma":[0.98641735,0.00006225237,0.004779107,0.003241242,0.00024140335,0.000003215548,0.00004627121,0.000010215041,0.0051989215],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978723,0.00012269984,0.00060862984,0.00014927593,0.0005847702,0.00066230143],"domain_scores_gemma":[0.99688923,0.0005214443,0.00059943536,0.00015955942,0.0014277144,0.00040260743],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.007203071,0.00015616749,0.00023905105,0.0040846923,0.0009472216,0.0034238633,0.00075985,0.00036623515,0.002109777],"category_scores_gemma":[0.002530584,0.00015890996,0.00011832695,0.0076826797,0.0007476666,0.028156945,0.00011138512,0.001042387,0.000044232384],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009151436,0.00007731983,0.6870555,0.00033841934,0.00029816074,0.000039961298,0.0043165064,0.0047904016,0.00037497285,0.12879722,0.15539749,0.01842249],"study_design_scores_gemma":[0.0010747348,0.00011096104,0.12492669,0.00020650086,0.00021287943,0.00003956392,0.017057924,0.5874063,0.00019239973,0.005883082,0.26251915,0.00036986315],"about_ca_topic_score_codex":0.007406116,"about_ca_topic_score_gemma":0.0012404311,"teacher_disagreement_score":0.58261585,"about_ca_system_score_codex":0.0006374522,"about_ca_system_score_gemma":0.007305046,"threshold_uncertainty_score":0.9992037},"labels":[],"label_agreement":null},{"id":"W1484673871","doi":"10.4018/978-1-59904-328-9.ch001","title":"Visualizing ICT Change in the Academy","year":2007,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Information and Communications Technology; Adaptation (eye); Argument (complex analysis); ICTS; Institution; Knowledge management; Sociology; Political science; Engineering ethics; Engineering; Computer science; Social science; Psychology; World Wide Web","score_opus":0.09378823336584771,"score_gpt":0.2950064922478672,"score_spread":0.20121825888201947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1484673871","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016748444,0.000049306564,0.000078967205,0.0007403341,0.00025840747,0.0005910336,0.00002115112,0.0001150526,0.9964709],"genre_scores_gemma":[0.8425495,0.000005034614,0.00009581267,0.070689246,0.0066544637,0.000021733293,0.000034238168,0.00011750679,0.07983248],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99794215,0.0000067621836,0.00038112633,0.00041590325,0.0008406277,0.0004134471],"domain_scores_gemma":[0.99915457,0.000026739406,0.00044521427,0.0002796312,0.0000795262,0.000014336063],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005129949,0.00040305877,0.00030293994,0.00028883037,0.00015932701,0.00024297282,0.000707725,0.0008759324,0.0001893688],"category_scores_gemma":[0.000013912779,0.00036564248,0.00012689794,0.00013556912,0.00007227535,0.0004866961,0.0003551911,0.0010211185,0.00040059225],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002034798,0.000010809246,0.00061270845,0.000042212843,0.00002738163,0.000073211435,0.000049808863,0.0000015295655,0.0000024923934,0.99180543,0.0038100362,0.003544008],"study_design_scores_gemma":[0.0005466823,0.000008601151,0.001163733,0.00029736062,0.000102050304,0.0000071432987,0.00013590687,0.00015145581,0.000002940625,0.13772076,0.8592653,0.00059804914],"about_ca_topic_score_codex":0.00041927345,"about_ca_topic_score_gemma":0.00016738437,"teacher_disagreement_score":0.91663843,"about_ca_system_score_codex":0.0003567988,"about_ca_system_score_gemma":0.000025527306,"threshold_uncertainty_score":0.99987954},"labels":[],"label_agreement":null},{"id":"W1527834063","doi":"10.3152/030234210x12767691861218","title":"Book reviews","year":2010,"lang":"en","type":"article","venue":"Science and Public Policy","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Library science; Cluster (spacecraft); Political science; Media studies; Regional science; Sociology; Computer science","score_opus":0.033759662399374606,"score_gpt":0.26401736598627507,"score_spread":0.23025770358690045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1527834063","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30601022,0.00012932964,0.00013315585,0.071175806,0.00048141458,0.00028714116,0.0000022811294,0.00011476478,0.6216659],"genre_scores_gemma":[0.8799236,0.000055021286,0.00017477348,0.10808928,0.0021366966,0.0000053494527,0.0000031396337,0.000008435558,0.009603739],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990011,0.000002335704,0.000111806046,0.00020903123,0.00037734112,0.000298412],"domain_scores_gemma":[0.9994351,0.000006134412,0.000109448534,0.00021626057,0.00020176267,0.00003125025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009278448,0.00007747982,0.00007944491,0.0005249393,0.00043179048,0.0006450025,0.00040098393,0.00005964284,0.00056278455],"category_scores_gemma":[0.00066273037,0.00006728608,0.000015577507,0.0020951757,0.0003857271,0.004952727,0.0002555172,0.00023069642,0.0002257866],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.1854855e-7,0.000022131784,0.008041457,0.000014348699,0.0000013069047,6.636181e-7,0.000023064607,1.4546235e-7,0.0038412546,0.8095031,0.15512924,0.023422401],"study_design_scores_gemma":[0.000092073366,0.0000016057047,0.004079565,0.000003502885,0.0000022100733,0.0000013159253,0.00003004545,0.00034963747,0.000034923465,0.0019084647,0.9934095,0.000087118424],"about_ca_topic_score_codex":0.0003973519,"about_ca_topic_score_gemma":0.000028102488,"teacher_disagreement_score":0.8382803,"about_ca_system_score_codex":0.000035229725,"about_ca_system_score_gemma":0.00021678266,"threshold_uncertainty_score":0.62197745},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W1540456648","doi":"10.1007/s11368-008-0008-2","title":"Bernd Westrich, Ulrich Förstner (Eds.): Sediment dynamics and pollutant mobility in rivers—an interdisciplinary approach","year":2008,"lang":"en","type":"article","venue":"Journal of Soils and Sediments","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Sediment; Environmental science; Pollutant; Hydrology (agriculture); Geology; Ecology; Geomorphology; Geotechnical engineering; Biology","score_opus":0.019582001744593666,"score_gpt":0.23791141099491847,"score_spread":0.2183294092503248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1540456648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99518037,0.00009054597,0.0005662209,0.0005140549,0.00017603853,0.00016011091,0.0000069427556,0.000010524839,0.00329517],"genre_scores_gemma":[0.9984169,0.000070249516,0.0006374843,0.0003811964,0.00023980766,0.000001020503,0.000008645077,0.00001320643,0.00023146316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985363,0.000019428453,0.00047538176,0.00023543673,0.0004996793,0.000233788],"domain_scores_gemma":[0.99918276,0.000017792707,0.0004872171,0.00013105059,0.00013099526,0.0000501665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004803825,0.00018681056,0.00029057017,0.00038806532,0.00023008302,0.00008959005,0.00018647149,0.00014586165,0.000033876764],"category_scores_gemma":[0.00001316816,0.0001660971,0.000047096903,0.0003990548,0.000102996775,0.0019340779,0.00038216592,0.00043554054,0.0000021061455],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008079247,0.0033012182,0.96447706,0.00026287846,0.00031334397,0.00051226735,0.0021036256,0.0024015724,0.00076457526,0.004268895,0.0020930094,0.018693617],"study_design_scores_gemma":[0.010058246,0.00044070175,0.7631185,0.0002580728,0.00027149264,0.00032420582,0.008509099,0.20950171,0.00011651906,0.0045272023,0.0018791594,0.0009950614],"about_ca_topic_score_codex":0.000104033315,"about_ca_topic_score_gemma":0.000013038209,"teacher_disagreement_score":0.20710014,"about_ca_system_score_codex":0.00021500088,"about_ca_system_score_gemma":0.00003677045,"threshold_uncertainty_score":0.6773243},"labels":[],"label_agreement":null},{"id":"W1540976619","doi":"","title":"Industry, Government Leaders Confront World's Innovation Needs","year":2004,"lang":"en","type":"article","venue":"Research-Technology Management","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Investment (military); Political science; Public relations; Politics; Law","score_opus":0.07720401765335269,"score_gpt":0.29991365395349934,"score_spread":0.22270963630014665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1540976619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.557537,0.000035906003,0.006849206,0.093744,0.00045331952,0.0017533979,0.000008241097,0.00083155435,0.33878732],"genre_scores_gemma":[0.9731466,0.000015033467,0.00082261884,0.0029351257,0.00033530415,0.00010821969,0.0000327028,0.00005658238,0.02254778],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.995554,0.000024913663,0.0005564906,0.0006505337,0.0021610803,0.0010529994],"domain_scores_gemma":[0.99829096,0.000024895027,0.00030823398,0.0008501098,0.0004975287,0.000028268278],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015419584,0.00034207455,0.00028959572,0.004940689,0.00060139195,0.00030668487,0.0011464102,0.000998891,0.0006538803],"category_scores_gemma":[0.00013431441,0.00038079813,0.00005825627,0.013069744,0.0007033797,0.0012355787,0.0017475042,0.0033606617,0.0009776977],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054201504,0.00028297157,0.0064646276,0.000111072055,0.0001585952,0.000102110076,0.00003920299,0.0010155701,0.0004445082,0.9604323,0.023444159,0.00745072],"study_design_scores_gemma":[0.0038089438,0.00007871171,0.0042974944,0.00025653624,0.00008344876,0.000004185158,0.02012314,0.0006004579,0.0021022018,0.09182922,0.8760443,0.00077140075],"about_ca_topic_score_codex":0.00016435489,"about_ca_topic_score_gemma":0.000085920576,"teacher_disagreement_score":0.86860305,"about_ca_system_score_codex":0.0018124752,"about_ca_system_score_gemma":0.00006212969,"threshold_uncertainty_score":0.9998644},"labels":[],"label_agreement":null},{"id":"W1566690642","doi":"10.1002/j.1681-4835.2001.tb00030.x","title":"The Internet, Global Healthcare Management Systems, and Sustainable Development: Future Scenarios","year":2001,"lang":"en","type":"article","venue":"The Electronic Journal of Information Systems in Developing Countries","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"The Internet; Health care; Business; Sustainable development; Corporate governance; Telecommunications; Knowledge management; Computer science; Economics; Economic growth; Political science","score_opus":0.008340162312890788,"score_gpt":0.21350874114511498,"score_spread":0.2051685788322242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1566690642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8164083,0.016463004,0.09464751,0.045859024,0.004199485,0.0033614466,0.0000040539567,0.00017429102,0.018882925],"genre_scores_gemma":[0.99604666,0.0014615025,0.0000369054,0.001238695,0.00038321264,0.0000122407955,0.0000055987925,0.000008174923,0.0008069936],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997614,0.000044895714,0.0009447782,0.00008510074,0.00070047047,0.000610722],"domain_scores_gemma":[0.9978072,0.000044876786,0.0011501464,0.00015241525,0.000832074,0.000013306615],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0031800147,0.00017891654,0.00021773344,0.00028698883,0.00063963485,0.0011378983,0.00052205357,0.000112539,0.000002557611],"category_scores_gemma":[0.000037452857,0.00011748025,0.000024399405,0.0008944997,0.00005453618,0.003268438,0.00021944034,0.0004402224,0.000017194483],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000106269195,0.000004269275,0.009723815,0.00043108742,0.00009011509,0.000010954258,0.00052209425,0.00082575635,3.2794294e-8,0.98497415,0.0023411142,0.0009703544],"study_design_scores_gemma":[0.00062037917,0.000010725657,0.005141848,0.0003753492,0.00001642964,0.00013282034,0.030675234,0.0011228474,6.7870394e-7,0.0010669548,0.9606831,0.00015360957],"about_ca_topic_score_codex":0.00028770717,"about_ca_topic_score_gemma":0.0001288385,"teacher_disagreement_score":0.98390716,"about_ca_system_score_codex":0.0019647016,"about_ca_system_score_gemma":0.00048103346,"threshold_uncertainty_score":0.999899},"labels":[],"label_agreement":null},{"id":"W1567889544","doi":"10.3968/j.css.1923669720130904.2521","title":"Modelling of Evaluation in the Social Contribution of Higher Education Based on K-K-T Optimization","year":2013,"lang":"en","type":"article","venue":"Canadian social science","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Karush–Kuhn–Tucker conditions; Computer science; Value (mathematics); Balance (ability); Scheme (mathematics); Function (biology); Mathematical optimization; Environmental economics; Economics; Mathematics; Psychology; Machine learning","score_opus":0.0368758945200206,"score_gpt":0.25290469498972046,"score_spread":0.21602880046969986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1567889544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79888576,0.0000034068803,0.008317955,0.007098694,0.00032902232,0.000911089,0.0000071193535,0.000011370072,0.18443559],"genre_scores_gemma":[0.9981818,7.2096306e-8,0.00007485158,0.0014969939,0.00017297147,0.000010538417,0.000023688763,0.0000028179704,0.000036234167],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990134,0.00001975072,0.00014063733,0.000114592396,0.0005662126,0.00014537187],"domain_scores_gemma":[0.9989754,0.000013171939,0.00019653306,0.00006347381,0.00074217224,0.000009252591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078748557,0.0000506148,0.00006338897,0.00032817756,0.00029490553,0.000074025076,0.00018540001,0.00007422855,0.00029726946],"category_scores_gemma":[0.000051179304,0.00004887027,0.000018273384,0.0015153904,0.00012631272,0.000844633,0.00001017942,0.00008487893,0.0000049393384],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011194981,0.00012337828,0.018686151,0.000021361908,0.000003419389,1.9434411e-7,0.00055346807,0.4704013,0.00039509631,0.5032079,0.002988745,0.0036078193],"study_design_scores_gemma":[0.00025969435,0.000004023009,0.019020742,0.000015368245,0.000013265083,1.4890613e-8,0.0011540239,0.9769132,0.00003184744,0.0017241595,0.00078498566,0.00007864212],"about_ca_topic_score_codex":0.016715635,"about_ca_topic_score_gemma":0.00044569984,"teacher_disagreement_score":0.506512,"about_ca_system_score_codex":0.00050104986,"about_ca_system_score_gemma":0.0004794009,"threshold_uncertainty_score":0.98983216},"labels":[],"label_agreement":null},{"id":"W1575618298","doi":"10.2139/ssrn.2288732","title":"Vocationalization in the Research Intensive University","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université de Montréal","funders":"","keywords":"Political science","score_opus":0.03636508963164587,"score_gpt":0.25261077608703625,"score_spread":0.21624568645539038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1575618298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9262297,0.00005182232,0.007165589,0.03239125,0.00010389695,0.00036102455,4.3658792e-7,0.000024173793,0.033672106],"genre_scores_gemma":[0.995278,0.00005784208,0.000012571692,0.0013313207,0.00033462254,9.477309e-7,0.000007740044,0.000006945789,0.002969989],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983701,0.000061449646,0.00012072822,0.00012184811,0.0005097776,0.0008161019],"domain_scores_gemma":[0.99886817,0.000053304266,0.00011804117,0.00011696421,0.00083760975,0.000005936446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00213911,0.00006932846,0.00006054639,0.00042292615,0.00036895872,0.00018852933,0.00043891335,0.00007871743,0.0001979706],"category_scores_gemma":[0.0001517266,0.00005857497,0.000027467031,0.0012928245,0.000052352785,0.0016313697,0.00008410099,0.0019494831,0.00025857592],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012047975,0.000033454195,0.016735513,0.000002768439,0.000015322785,0.0000028365907,0.000097915035,0.00012725045,0.000048096892,0.97631526,0.0054875934,0.0011219605],"study_design_scores_gemma":[0.0011570677,0.000036314097,0.05306297,0.00003306027,0.00002305341,0.000039770897,0.088776164,0.005202463,0.000006854727,0.7798645,0.07156233,0.00023546029],"about_ca_topic_score_codex":0.0009320257,"about_ca_topic_score_gemma":0.0006014498,"teacher_disagreement_score":0.19645074,"about_ca_system_score_codex":0.0009465426,"about_ca_system_score_gemma":0.00036323827,"threshold_uncertainty_score":0.84696424},"labels":[],"label_agreement":null},{"id":"W1579707256","doi":"10.4000/interventionseconomiques.1364","title":"Les dynamiques de construction des règles de transferts de technologies université – industrie","year":2011,"lang":"fr","type":"article","venue":"Interventions économiques","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.08369598575928547,"score_gpt":0.24517893481111575,"score_spread":0.16148294905183028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1579707256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8357938,0.0016632162,0.11956528,0.0033680196,0.00030656412,0.0003167141,0.0000774486,0.0008029589,0.038105983],"genre_scores_gemma":[0.97882026,0.0007815521,0.014814709,0.00014099776,0.00014404098,0.000016796672,0.000031192823,0.000041317566,0.00520915],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99840283,0.00008602529,0.0004768049,0.0003718093,0.00008602403,0.0005764732],"domain_scores_gemma":[0.99896514,0.000049852653,0.00034721335,0.00028292544,0.00031646466,0.000038391936],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00051782693,0.00032577428,0.00028457452,0.00054463797,0.0004910528,0.00030109033,0.00053429644,0.0008996544,0.0020962504],"category_scores_gemma":[0.00014127855,0.00042446205,0.00033592017,0.0005057776,0.00092717964,0.002768509,0.00023834703,0.00073944393,0.000036572692],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007966518,0.00042958217,0.33045018,0.00073891506,0.000316472,0.000053295433,0.00078761484,0.00007814693,0.00020659031,0.5037195,0.0021440065,0.16099605],"study_design_scores_gemma":[0.0034170505,0.0005220142,0.2149354,0.012955115,0.0022867077,0.00022392318,0.091019705,0.010787838,0.033822335,0.43028376,0.19688563,0.002860507],"about_ca_topic_score_codex":0.012374775,"about_ca_topic_score_gemma":0.002534039,"teacher_disagreement_score":0.19474162,"about_ca_system_score_codex":0.0019042409,"about_ca_system_score_gemma":0.0001513275,"threshold_uncertainty_score":0.9998207},"labels":[],"label_agreement":null},{"id":"W1595079926","doi":"10.1016/s1363-0814(05)80011-5","title":"Chapter 8 Cybercartography and the new economy: Collaborative research in action","year":2005,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Deutsches Krebsforschungszentrum","keywords":"Action research; Process (computing); Knowledge management; Government (linguistics); Action (physics); Public relations; Political science; Engineering; Business; Engineering ethics; Sociology; Computer science; Pedagogy","score_opus":0.05324087106437167,"score_gpt":0.26139168410540065,"score_spread":0.20815081304102898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1595079926","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032404542,0.00060712325,0.00033487406,0.009519153,0.0001960823,0.0012040014,0.000022242633,0.000095230105,0.98478085],"genre_scores_gemma":[0.8054676,0.0009871549,0.00025256848,0.007722683,0.004774258,0.00007835442,0.00016828455,0.00028079827,0.1802683],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977517,0.000026465574,0.00044528887,0.00070953235,0.000636307,0.00043068852],"domain_scores_gemma":[0.9985117,0.000107763466,0.00038702984,0.00051106734,0.00044634263,0.000036135134],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00084904354,0.00044892964,0.00047834328,0.0024746205,0.00037640074,0.0004995394,0.0003820369,0.00060917164,0.00040109127],"category_scores_gemma":[0.000009875758,0.0004063925,0.0002181284,0.0007363448,0.00056701055,0.0012650727,0.0003366377,0.0015555546,0.000083554805],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024054668,0.000021800763,0.0011181661,0.00004726359,0.0001647345,0.000011883401,0.00041170028,0.00007622456,0.000009612381,0.9764896,0.0076242597,0.013784227],"study_design_scores_gemma":[0.0016040978,0.000010953509,0.0001626735,0.0001087886,0.000076391836,0.0000011984973,0.0001890678,0.001291765,0.0000040108657,0.21945548,0.7767163,0.00037926366],"about_ca_topic_score_codex":0.00048538946,"about_ca_topic_score_gemma":0.0012693078,"teacher_disagreement_score":0.80451256,"about_ca_system_score_codex":0.00011893874,"about_ca_system_score_gemma":0.000072028604,"threshold_uncertainty_score":0.99983877},"labels":[],"label_agreement":null},{"id":"W1597159347","doi":"10.1007/978-94-6091-915-2_3","title":"Mapping Knowledge in Work","year":2012,"lang":"en","type":"book-chapter","venue":"SensePublishers eBooks","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mainstream; Knowledge economy; Work (physics); Knowledge management; Political science; Sociology; Economy; Economics; Engineering; Computer science; Law","score_opus":0.03938450057568101,"score_gpt":0.20841081908407294,"score_spread":0.16902631850839192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1597159347","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023544845,0.00009460125,0.00006634964,0.00034175022,0.0011252008,0.0004347469,0.000004985597,0.00024055429,0.9953373],"genre_scores_gemma":[0.05379771,0.0000016435777,0.00011711688,0.0018648112,0.002691989,0.00000545308,0.00009417605,0.00015310715,0.941274],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977673,0.000008763138,0.0005281609,0.000559678,0.00053769565,0.00059836183],"domain_scores_gemma":[0.9985241,0.000045594585,0.00057218515,0.00054554024,0.00027640688,0.000036127974],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005313604,0.0005435359,0.0004810144,0.0014741734,0.00015468634,0.00066380535,0.0004967858,0.0011042783,0.0017571326],"category_scores_gemma":[0.000030464145,0.00063501927,0.00017092374,0.00023691395,0.00012325194,0.0016183543,0.0005477269,0.0015607799,0.0009769581],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053902273,0.00006095299,0.0024169744,0.00028359905,0.00017597972,0.0001016627,0.0005187943,0.00001551543,0.0000260845,0.71513236,0.2428484,0.038365774],"study_design_scores_gemma":[0.00051443226,0.000002422544,0.00032406836,0.00035645702,0.000045509823,0.0000017130725,0.00026565205,0.000047889658,0.000002290245,0.007595703,0.99015933,0.00068450783],"about_ca_topic_score_codex":0.0000791898,"about_ca_topic_score_gemma":0.0000763707,"teacher_disagreement_score":0.74731094,"about_ca_system_score_codex":0.0004500969,"about_ca_system_score_gemma":0.00008370713,"threshold_uncertainty_score":0.9998009},"labels":[],"label_agreement":null},{"id":"W162052648","doi":"","title":"Inside the Triple Helix: An Integrative Conceptual Framework of the Academic Researcher's Activities, a Systematic Review","year":2010,"lang":"en","type":"review","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Context (archaeology); Sociology; Higher education; Institution; Government (linguistics); Competition (biology); Public relations; Political science; Social science; Law","score_opus":0.09573335874960506,"score_gpt":0.33795929211784964,"score_spread":0.24222593336824458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W162052648","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000027419204,0.98060036,0.0003391499,0.00094638596,0.00042973828,0.005964022,0.000046070294,0.00007600723,0.011570849],"genre_scores_gemma":[0.00017861008,0.9894505,0.000073004376,0.0036619746,0.00060351635,0.00020038875,0.000055289132,0.00006588865,0.0057108435],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99631006,0.00048458012,0.0011679481,0.000450951,0.0012274588,0.00035900215],"domain_scores_gemma":[0.9949865,0.00084069883,0.0024103776,0.0013867014,0.00035401768,0.0000217528],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0024567102,0.00053479127,0.00208728,0.00023152595,0.00032763134,0.00016947584,0.0025084536,0.0011057174,0.0006485015],"category_scores_gemma":[0.0025299564,0.00025067452,0.00049746217,0.0022138138,0.00054482266,0.0012532662,0.0009180438,0.006003673,0.000063035906],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000074852414,0.00007527941,0.00000979811,0.67915756,0.00034285532,0.00000258549,0.00023580853,5.040544e-7,0.0000015955061,0.29026198,0.011335945,0.018568575],"study_design_scores_gemma":[0.00007984645,0.000007866912,6.9325995e-7,0.39341164,0.0013846947,0.0000033043918,0.001902302,0.000029843564,0.0000015726182,0.0007650339,0.60214055,0.0002726868],"about_ca_topic_score_codex":0.00017960803,"about_ca_topic_score_gemma":0.000068911155,"teacher_disagreement_score":0.5908046,"about_ca_system_score_codex":0.000243782,"about_ca_system_score_gemma":0.00041246813,"threshold_uncertainty_score":0.9999946},"labels":[],"label_agreement":null},{"id":"W1649271056","doi":"10.24908/ijesjp.v1i2.4306","title":"I Have Seen the Future! Ethics, Progress, and the Grand Challenges for Engineering","year":2012,"lang":"en","type":"article","venue":"International Journal of Engineering Social Justice and Peace","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"American Society for Engineering Education","keywords":"Technocracy; Social engineering (security); Grand Challenges; Engineering ethics; Sociology; Environmental ethics; Political science; Social science; Engineering; Law; Politics; Philosophy","score_opus":0.028063996170900937,"score_gpt":0.2596298298815228,"score_spread":0.23156583371062184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1649271056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46968585,0.038782936,0.073966965,0.39841217,0.015013754,0.0011539068,0.00003674163,0.00014839659,0.002799286],"genre_scores_gemma":[0.98675346,0.0006759983,0.00040796402,0.00067491416,0.011410266,0.000003560209,0.0000020798227,0.000014297363,0.0000574422],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993266,0.000007718314,0.00016491485,0.000057656725,0.00031307884,0.00013003939],"domain_scores_gemma":[0.999206,0.00024672883,0.00019718197,0.000035910805,0.0003022292,0.000011931774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091599405,0.00009578364,0.00010990004,0.000079176614,0.00015974785,0.00016033134,0.00019947655,0.00009693081,0.00000412365],"category_scores_gemma":[0.00019760334,0.000065042914,0.000050177914,0.00005265179,0.000052247764,0.0006569422,0.000075672404,0.00044431965,4.7437192e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040995338,0.0000812151,0.0024276185,0.00064589764,0.0007938348,0.000008555153,0.008674755,0.002536319,0.00012451746,0.9641677,0.0065741404,0.013555499],"study_design_scores_gemma":[0.0031854277,0.000015642527,0.01460767,0.00014637603,0.00072621787,0.00004304654,0.007087413,0.019611664,0.000026356054,0.0005487767,0.953712,0.00028943628],"about_ca_topic_score_codex":0.0000044053395,"about_ca_topic_score_gemma":0.0000022501695,"teacher_disagreement_score":0.96361893,"about_ca_system_score_codex":0.00002913448,"about_ca_system_score_gemma":0.000010960299,"threshold_uncertainty_score":0.2652373},"labels":[],"label_agreement":null},{"id":"W1812950120","doi":"10.29173/cmplct8915","title":"Response to Nadia Stoyanova Kennedy &amp; David Kennedy. Communicative Competencies and the Structuration of Expectations: the Creative Tension between Habermas’ Critical Theory and Luhmann’s Social Systems Theory","year":2010,"lang":"en","type":"article","venue":"Complicity An International Journal of Complexity and Education","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Communicative action; Lifeworld; Epistemology; Sociology; Action (physics); Social system; Systems theory; Facilitator; Mediation; Critical theory; Power (physics); Communication theory; Structuration theory; Terminology; Social psychology; Psychology; Philosophy; Social science; Linguistics; Computer science","score_opus":0.05674808268403721,"score_gpt":0.3193552954951893,"score_spread":0.2626072128111521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1812950120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97954744,0.000056243975,0.006788697,0.012300504,0.0003765481,0.00028491428,0.000035731893,0.000010226887,0.00059967634],"genre_scores_gemma":[0.9974961,0.000007949876,0.00087036245,0.0009826138,0.0005198779,0.00000633443,0.00004047266,0.000008567754,0.00006767647],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99836636,0.00049900886,0.00045269934,0.00015178813,0.00041727853,0.00011288399],"domain_scores_gemma":[0.9959317,0.0016385489,0.00062391185,0.00019101417,0.0015792317,0.00003561409],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024363196,0.00014277059,0.0002494671,0.00026627423,0.00073249673,0.00037874962,0.00048899517,0.00009020817,0.0000434066],"category_scores_gemma":[0.0011520173,0.00010243576,0.00004387621,0.00017507364,0.0011218941,0.0012684119,0.00023599455,0.00049852976,0.0000014702395],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016603228,0.00009347338,0.0055222046,0.000019716494,0.00009924908,2.4905563e-7,0.0065519405,0.00001723712,0.0024230282,0.9820252,0.00023032664,0.0013570245],"study_design_scores_gemma":[0.0013692314,0.00007251588,0.6414561,0.00013306015,0.00016385771,0.000051379368,0.040084407,0.001524878,0.00010666853,0.31003568,0.004761611,0.00024062992],"about_ca_topic_score_codex":0.00034989213,"about_ca_topic_score_gemma":0.00011909983,"teacher_disagreement_score":0.67198956,"about_ca_system_score_codex":0.00006261455,"about_ca_system_score_gemma":0.000084529755,"threshold_uncertainty_score":0.56338465},"labels":[],"label_agreement":null},{"id":"W1832429101","doi":"10.15353/joci.v2i2.2082","title":"The Learning Community as a Local Development Strategy","year":2006,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Group cohesiveness; The Internet; Character (mathematics); Quality (philosophy); Knowledge management; Phenomenon; Local community; Online community; Sociology; Public relations; Business; Computer science; Psychology; Political science; World Wide Web; Social psychology; Epistemology","score_opus":0.03838865281566957,"score_gpt":0.2417204745756338,"score_spread":0.20333182175996423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1832429101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9206259,0.000010869597,0.012432226,0.00067153986,0.00007612366,0.000084562016,3.3205296e-7,0.000024918058,0.066073515],"genre_scores_gemma":[0.9982235,0.0000073697324,0.00007707252,0.0010940928,0.00010688625,3.6368132e-7,0.0000078648745,0.000008767445,0.0004740711],"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","domain_scores_codex":[0.9981568,0.00027240082,0.00075650145,0.0000068292647,0.00059686333,0.00021063474],"domain_scores_gemma":[0.99723625,0.00054976245,0.0013209464,0.00035672996,0.0005245984,0.000011706676],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005084741,0.0001385297,0.00015783969,0.00012754482,0.0037215499,0.00036992185,0.0013661103,0.00009078586,0.00003858683],"category_scores_gemma":[0.00014141254,0.00008616302,0.000051877843,0.00041100717,0.00019887272,0.0015437431,0.00055703975,0.003693559,0.00007023081],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087843573,0.0014944829,0.013990177,0.00058622163,0.00075477373,0.0000065240847,0.08997761,0.5488452,0.00019384416,0.18782735,0.057618298,0.09782711],"study_design_scores_gemma":[0.0013166149,0.00010833829,0.012195411,0.00013464128,0.00012724922,0.00007288202,0.6101886,0.010107285,0.00020443904,0.014325709,0.35090074,0.00031810364],"about_ca_topic_score_codex":0.0010404943,"about_ca_topic_score_gemma":0.00026841444,"teacher_disagreement_score":0.5387379,"about_ca_system_score_codex":0.00015899041,"about_ca_system_score_gemma":0.00011059761,"threshold_uncertainty_score":0.99860495},"labels":[],"label_agreement":null},{"id":"W1832873925","doi":"10.19173/irrodl.v1i2.24","title":"Book Review - Managing Technological Change: Strategies for College and University Leaders. Author: A. W. (Tony) Bates","year":2001,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"BATES; Sociology; Media studies; Library science; Management; Engineering; Computer science; Economics","score_opus":0.14928400778266718,"score_gpt":0.38271376476702507,"score_spread":0.2334297569843579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1832873925","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013723216,0.25629422,0.0031451026,0.66305757,0.00011121646,0.0058239913,0.00015044752,0.000113947346,0.057580307],"genre_scores_gemma":[0.45150334,0.5213488,0.0002454055,0.017682923,0.00023846756,0.000090911955,0.00047132294,0.000028281924,0.008390553],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989129,0.00007334076,0.00020376375,0.00021832119,0.00039633608,0.00019539164],"domain_scores_gemma":[0.9991724,0.00020951737,0.00016841966,0.00011632036,0.0003201179,0.000013243574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028340002,0.000093685674,0.00021467084,0.00018719543,0.00025724754,0.00014677503,0.0006793097,0.00006199542,0.0003315678],"category_scores_gemma":[0.0005723515,0.00007555374,0.000029788986,0.0007906565,0.00025828904,0.0012440773,0.0008658113,0.0004972519,0.0000051129723],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002936439,0.00015784783,0.017489936,0.013991808,0.00011383324,0.00009052235,0.00005516735,0.00004008661,0.000039960232,0.7033545,0.24024166,0.024131041],"study_design_scores_gemma":[0.00043405712,0.00001662195,0.0007978678,0.00953463,0.000021325759,0.0000050690296,0.005241463,0.0022168835,0.0000018362971,0.0024008607,0.9792363,0.000093061455],"about_ca_topic_score_codex":0.00014522138,"about_ca_topic_score_gemma":0.000009468361,"teacher_disagreement_score":0.73899466,"about_ca_system_score_codex":0.00009095112,"about_ca_system_score_gemma":0.000039588806,"threshold_uncertainty_score":0.3630435},"labels":[],"label_agreement":null},{"id":"W1844683664","doi":"10.22230/cjc.2006v31n3a1652","title":"Appropriating Technology: Vernacular Science and Social Power","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Vernacular; Power (physics); Sociology; Social science; Art; Literature; Physics","score_opus":0.013631580901835789,"score_gpt":0.20122269335743337,"score_spread":0.1875911124555976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1844683664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96397024,0.00008031565,0.00040676587,0.011127022,0.000061743216,0.00005535348,8.938983e-7,0.000010782894,0.024286874],"genre_scores_gemma":[0.99868023,8.792489e-7,0.0007042392,0.00046376925,0.00009553836,3.0030418e-7,0.0000019626755,0.0000056389517,0.00004742727],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993745,0.000005996691,0.00017735777,0.00006143242,0.0002439243,0.00013675501],"domain_scores_gemma":[0.9987286,0.00000719952,0.00037127832,0.00015216133,0.0007267567,0.000014033753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006568637,0.00005466216,0.000076578304,0.0006531091,0.0006450123,0.0002206737,0.00048262524,0.00008245114,0.00003112845],"category_scores_gemma":[0.00009710946,0.000059684422,0.000015192156,0.00080366567,0.00028511495,0.0012173485,0.00007197034,0.00029309775,0.0000047498816],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000075169996,0.000025701087,0.103955746,0.000014331198,0.000019123436,0.000013242347,0.00023439611,0.00013205955,0.0036072608,0.88070816,0.0059018186,0.0053806407],"study_design_scores_gemma":[0.0021227023,0.000032045187,0.24276496,0.0001868488,0.00012378934,0.000062957784,0.007046922,0.004805719,0.0007988711,0.06918106,0.6721996,0.0006745174],"about_ca_topic_score_codex":0.0021021771,"about_ca_topic_score_gemma":0.0013355184,"teacher_disagreement_score":0.8115271,"about_ca_system_score_codex":0.000252974,"about_ca_system_score_gemma":0.00030421052,"threshold_uncertainty_score":0.49609783},"labels":[],"label_agreement":null},{"id":"W1865825817","doi":"","title":"How Socially Responsible Organizations can Attract Millennials and Obtain a Competitive Advantage","year":2007,"lang":"en","type":"article","venue":"ASAC","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Competitive advantage; Business; Marketing; Public relations; Social responsibility; Advertising; Political science","score_opus":0.01560508619533604,"score_gpt":0.22776639566501736,"score_spread":0.21216130946968131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1865825817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8340385,0.00003629344,0.013181574,0.034919884,0.0002821028,0.00052789843,0.00004885152,0.00025546807,0.116709426],"genre_scores_gemma":[0.98890674,0.0000072849457,0.00096223486,0.0028373403,0.0004165492,0.000001079172,0.00005081629,0.000024660321,0.006793288],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911827,0.000011120794,0.00014553848,0.0002152747,0.00026734918,0.00024244307],"domain_scores_gemma":[0.9992689,0.000086551445,0.00018022112,0.00013015125,0.00031667508,0.000017538141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039962336,0.00013110535,0.00013889337,0.00023475637,0.0003188143,0.0002415641,0.00012970368,0.00013023899,0.00020065844],"category_scores_gemma":[0.00022792825,0.00014606539,0.000021240168,0.0008890169,0.000064611486,0.0008932461,0.00012822071,0.00019073472,0.000032206182],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006452856,0.00009997488,0.078614734,0.000038257258,0.00006232475,0.00006434731,0.00030521266,0.000010954871,0.010666106,0.9017269,0.00685939,0.0014872951],"study_design_scores_gemma":[0.0036336402,0.000057964797,0.21076877,0.00014159015,0.00025709582,0.0000109512475,0.03647208,0.00061497896,0.00539564,0.015476993,0.7257139,0.001456356],"about_ca_topic_score_codex":0.000099104625,"about_ca_topic_score_gemma":0.00061411405,"teacher_disagreement_score":0.8862499,"about_ca_system_score_codex":0.000098406854,"about_ca_system_score_gemma":0.000103696926,"threshold_uncertainty_score":0.5956374},"labels":[],"label_agreement":null},{"id":"W1932745416","doi":"10.18617/liinc.v3i2.231","title":"Triângulos compreensivos da ciência, tecnologia e inovação","year":2017,"lang":"pt","type":"article","venue":"Liinc em Revista","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Technoscience; Humanities; Social innovation; Sociology; Political science; Social science; Philosophy","score_opus":0.05296991909866817,"score_gpt":0.2635617097439159,"score_spread":0.21059179064524775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1932745416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8624068,0.0004103961,0.001716966,0.010155856,0.0019745599,0.0016088713,0.00012507715,0.0004332095,0.12116828],"genre_scores_gemma":[0.9499961,0.000027641623,0.00013980697,0.0031101063,0.0016521692,0.000008388994,0.000100544676,0.00008221619,0.044882983],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99643576,0.00004456284,0.00081079826,0.00093498576,0.0009619206,0.00081194495],"domain_scores_gemma":[0.9946359,0.000063916326,0.0021049003,0.0024483087,0.0006862458,0.00006075726],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006761527,0.0006380544,0.000760705,0.0004347853,0.0019680243,0.00453127,0.002351919,0.0007905587,0.002854068],"category_scores_gemma":[0.0006662456,0.00071569916,0.00025560576,0.0006302677,0.00029958156,0.0030790598,0.0022495205,0.0013279013,0.002400017],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038215233,0.0008691368,0.397708,0.0023375875,0.00080640643,0.00069382886,0.0003518081,0.00008847484,0.0010478997,0.24757437,0.32171863,0.026421685],"study_design_scores_gemma":[0.003905563,0.00008312169,0.14746355,0.001249242,0.0007151558,0.000011626653,0.0018378857,0.004273885,0.00016431349,0.0012246511,0.8370772,0.001993829],"about_ca_topic_score_codex":0.00046112825,"about_ca_topic_score_gemma":0.00007981127,"teacher_disagreement_score":0.51535857,"about_ca_system_score_codex":0.00027671226,"about_ca_system_score_gemma":0.00010486128,"threshold_uncertainty_score":0.9995294},"labels":[],"label_agreement":null},{"id":"W1963525544","doi":"10.1080/08109028.2011.641384","title":"Revisiting Mode 2 at Noors Slott","year":2011,"lang":"en","type":"article","venue":"Prometheus","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Theme (computing); Bibliometrics; Government (linguistics); Politics; Political science; Knowledge production; Science policy; Sociology; Social science; Public relations; Epistemology; Public administration; Library science; Knowledge management; Law; Computer science; Philosophy","score_opus":0.051204894963205114,"score_gpt":0.2343007743876811,"score_spread":0.18309587942447597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963525544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67738336,0.000011707803,0.0015472127,0.00047610054,0.00015459089,0.00019343653,0.0000029244638,0.00018440957,0.32004625],"genre_scores_gemma":[0.9895849,0.0000019164224,0.00249103,0.0012119141,0.0004812937,0.000007058524,0.000012248854,0.00002994633,0.006179654],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892193,0.000009090377,0.0002070019,0.00027079438,0.00031826866,0.000272903],"domain_scores_gemma":[0.9993205,0.000017036291,0.00025042953,0.00026217586,0.0001364418,0.000013403549],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033229566,0.00015029969,0.00014967372,0.0002375798,0.0002143864,0.0000749279,0.00030190736,0.00012291783,0.002267157],"category_scores_gemma":[0.00010064366,0.00015159213,0.000055176904,0.0006360297,0.000034811696,0.0010943958,0.0003760732,0.0002264249,0.00086476345],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031240017,0.00046343706,0.5145721,0.000691745,0.00031144504,0.00013702386,0.0016452257,0.00025444652,0.013406625,0.38467366,0.016166396,0.0673655],"study_design_scores_gemma":[0.003923291,0.000077248544,0.0899487,0.0005727159,0.0005869598,0.000027051121,0.0024344092,0.055886775,0.018628506,0.06555275,0.7586731,0.0036885466],"about_ca_topic_score_codex":0.00023682008,"about_ca_topic_score_gemma":0.000006053231,"teacher_disagreement_score":0.7425067,"about_ca_system_score_codex":0.000114279756,"about_ca_system_score_gemma":0.0000098236105,"threshold_uncertainty_score":0.99991316},"labels":[],"label_agreement":null},{"id":"W1972517914","doi":"10.5430/ijba.v4n6p82","title":"Innovation in the Global Age: Implications for Business and Management in the Knowledge Economy","year":2013,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Knowledge economy; Globalization; Restructuring; Digital economy; Open innovation; Business; Process (computing); Tacit knowledge; Digital Revolution; Knowledge management; Economics; Marketing; Economy; Political science; Market economy; Computer science","score_opus":0.041358993252284405,"score_gpt":0.2906127232203034,"score_spread":0.249253729968019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972517914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8294682,0.000025301555,0.037053272,0.10355289,0.0005368302,0.0011588276,0.000010462787,0.000012332886,0.02818187],"genre_scores_gemma":[0.99623066,0.000013100133,0.00046850738,0.0025228187,0.0005891077,0.00005985536,0.00006816442,0.000006271606,0.000041500014],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988689,0.00001911015,0.00060568826,0.00013736964,0.00024770442,0.00012125281],"domain_scores_gemma":[0.99753577,0.00006780851,0.0006042684,0.00012239386,0.0016647276,0.0000050170456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072391576,0.00011978495,0.00011516788,0.0004394675,0.00008722965,0.0006906329,0.00058193214,0.000074587566,0.00002030643],"category_scores_gemma":[0.00010284243,0.00008865546,0.00002625804,0.0016065913,0.00004725831,0.0022174262,0.000059692175,0.0001498695,0.000006171502],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007663884,0.0003941704,0.047472302,0.000071087845,0.000047204685,0.000018107425,0.0001360253,0.00040672498,0.000054351098,0.93265814,0.0031601805,0.015505091],"study_design_scores_gemma":[0.0010999235,0.000011032999,0.9011339,0.000057718655,0.00002657121,0.000041937004,0.0007843077,0.0007615967,0.000002607093,0.055513337,0.04045725,0.00010985442],"about_ca_topic_score_codex":0.00006585477,"about_ca_topic_score_gemma":0.00018279463,"teacher_disagreement_score":0.87714475,"about_ca_system_score_codex":0.000158255,"about_ca_system_score_gemma":0.00007134317,"threshold_uncertainty_score":0.6659789},"labels":[],"label_agreement":null},{"id":"W1983605786","doi":"10.1080/02188791.2013.780673","title":"Education and knowledge society in the Asia-Pacific","year":2013,"lang":"en","type":"article","venue":"Asia Pacific Journal of Education","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Centre for Comparative Criminology","funders":"","keywords":"Human capital; Knowledge society; Political science; Asia pacific; Economic growth; Learning society; Sociology; Pedagogy; Economics; Ethnology; Lifelong learning","score_opus":0.017551935464531442,"score_gpt":0.24116459431463408,"score_spread":0.22361265885010265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983605786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7533539,0.00024700395,0.00022432182,0.015314882,0.0012079448,0.00034040387,4.7766724e-7,0.000011247108,0.22929983],"genre_scores_gemma":[0.99518716,0.000026654907,0.00035949374,0.0004521002,0.0011376485,0.0000089874175,0.000010384761,0.000010926646,0.0028066244],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990762,0.000030669053,0.00034078097,0.0001320579,0.00027005823,0.00015025995],"domain_scores_gemma":[0.9987317,0.00004587208,0.000514227,0.00016516699,0.00052652037,0.000016532711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006474335,0.000121613564,0.00012536526,0.00028319913,0.00014885605,0.0003394427,0.00023272364,0.000114053866,0.00019110009],"category_scores_gemma":[0.000062812476,0.00009813815,0.00006054099,0.00072538486,0.000048025762,0.002255219,0.00003403888,0.00040389455,0.00007812197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017017868,0.0017210993,0.11518898,0.0001234619,0.000052913274,7.428551e-7,0.005532106,0.000013166187,0.0012940796,0.07501106,0.71929014,0.08175521],"study_design_scores_gemma":[0.00059320836,0.00003132676,0.2894744,0.00020333251,0.000089252,0.00005424174,0.2709474,0.00057029544,0.00005852759,0.014838366,0.4228318,0.00030784725],"about_ca_topic_score_codex":0.00007577764,"about_ca_topic_score_gemma":0.000004768571,"teacher_disagreement_score":0.29645833,"about_ca_system_score_codex":0.00015233917,"about_ca_system_score_gemma":0.0003540977,"threshold_uncertainty_score":0.40019578},"labels":[],"label_agreement":null},{"id":"W1987447731","doi":"10.1016/s0016-3287(03)00139-3","title":"Local social knowledge management: Community actors, institutions and multilevel governance in regional foresight exercises","year":2003,"lang":"en","type":"article","venue":"Futures","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":178,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Social Innovation; University of Toronto","funders":"","keywords":"Futures studies; Mindset; Dynamism; Context (archaeology); Corporate governance; Plan (archaeology); Knowledge management; Business; Public relations; Economics; Political science; Management; Computer science","score_opus":0.05592499876117541,"score_gpt":0.25862296953583164,"score_spread":0.20269797077465623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987447731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7889004,0.00025193946,0.003627247,0.0008947962,0.00043159758,0.0004377918,0.000023375595,0.000118069176,0.2053148],"genre_scores_gemma":[0.99801797,0.00002533818,0.0002127676,0.0006068585,0.00021604054,0.000009213355,0.000024645384,0.000011781327,0.00087537133],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921095,0.00003101029,0.00016413273,0.00017318506,0.00021267774,0.00020803389],"domain_scores_gemma":[0.99963367,0.000028978795,0.00012089738,0.00014749341,0.000057971312,0.000011004163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019445246,0.00015520424,0.0001396006,0.00015016047,0.00069962814,0.000098127864,0.00021694854,0.00015092622,0.00012966976],"category_scores_gemma":[0.000024625384,0.0001627571,0.000034115532,0.00032795116,0.00015243694,0.00091977144,0.00018269247,0.0004424319,0.000027462003],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031074283,0.00021432551,0.008847823,0.000097703436,0.000020070262,0.0000083892555,0.00038028407,0.000059462825,0.000015415053,0.9629408,0.022883678,0.004500987],"study_design_scores_gemma":[0.0016217632,0.000005018222,0.28564528,0.00007528332,0.00004250549,0.0000015416289,0.0034513648,0.0005817984,0.00004985158,0.00930439,0.69887394,0.00034728067],"about_ca_topic_score_codex":0.0002725811,"about_ca_topic_score_gemma":0.0006836715,"teacher_disagreement_score":0.9536364,"about_ca_system_score_codex":0.00013817714,"about_ca_system_score_gemma":0.00002289241,"threshold_uncertainty_score":0.6637042},"labels":[],"label_agreement":null},{"id":"W1988277256","doi":"10.1007/s10961-005-5029-z","title":"Entpreprenerial Universities and Technology Transfer: A Conceptual Framework for Understanding Knowledge-Based Economic Development","year":2005,"lang":"en","type":"article","venue":"The Journal of Technology Transfer","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":763,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Prosperity; Conceptual framework; Knowledge management; Knowledge transfer; Politics; Conceptual model; Affect (linguistics); Business; Sociology; Political science; Economics; Economic growth; Computer science; Social science","score_opus":0.032685750168535456,"score_gpt":0.23036041160074547,"score_spread":0.19767466143221002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988277256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63777536,0.000093263094,0.35027367,0.011054288,0.00015255631,0.0001698007,0.0000040166815,0.00007150047,0.00040552166],"genre_scores_gemma":[0.9965707,0.000014780562,0.0027854848,0.0002759571,0.00025907988,0.0000027860985,0.0000017915795,0.00001839012,0.00007105156],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991056,0.000010475724,0.00035841126,0.00015045718,0.00012397468,0.00025110063],"domain_scores_gemma":[0.9995056,0.00009868706,0.000099814235,0.00015018112,0.00013361147,0.000012116837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003991798,0.00017743156,0.00026452087,0.00091977045,0.0003255341,0.000041060317,0.00046749978,0.00047354662,0.00013525634],"category_scores_gemma":[0.000016088505,0.00015269264,0.000059429978,0.0004163703,0.00049233803,0.0005144743,0.000052747204,0.0005570806,0.000007909036],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046404486,0.00008775708,0.0012400756,0.00003568562,0.00021357757,0.0000035872279,0.0005864893,0.0011622066,0.0020066912,0.9899536,0.00030438573,0.0039419406],"study_design_scores_gemma":[0.026581813,0.00078043615,0.00034992833,0.0010334569,0.0020313652,0.0001538102,0.15793955,0.010753188,0.09870502,0.21913745,0.4803227,0.0022113132],"about_ca_topic_score_codex":0.0000026292398,"about_ca_topic_score_gemma":0.00003472034,"teacher_disagreement_score":0.77081615,"about_ca_system_score_codex":0.00047271492,"about_ca_system_score_gemma":0.00019891106,"threshold_uncertainty_score":0.6226625},"labels":[],"label_agreement":null},{"id":"W1994356916","doi":"10.1007/s11233-005-0983-4","title":"Clusters, Innovation and Tertiary Education","year":2005,"lang":"en","type":"article","venue":"Tertiary Education and Management","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Metropolitan area; Locale (computer software); Higher education; General partnership; Government (linguistics); Strengths and weaknesses; Business; Public relations; Economic growth; Regional science; Political science; Sociology; Economics; Geography","score_opus":0.011999030365491227,"score_gpt":0.23063939253590635,"score_spread":0.21864036217041513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994356916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87070256,0.00015728173,0.0020488272,0.029743249,0.0007909097,0.0008507391,0.0000015326096,0.00018687487,0.09551805],"genre_scores_gemma":[0.9469663,0.000062097046,0.0018767392,0.037795637,0.00086102175,0.000054527594,0.00012483574,0.000021286703,0.012237544],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892896,0.000010149872,0.0002987831,0.00034634396,0.00023128446,0.0001844636],"domain_scores_gemma":[0.99938786,0.000007856086,0.00021145925,0.00022826304,0.00014449142,0.000020073485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022759083,0.00018186482,0.00010236062,0.00069083297,0.00022187494,0.0002707852,0.00013276773,0.000093372895,0.00023156621],"category_scores_gemma":[0.000011953169,0.00019819436,0.000017390472,0.00058614276,0.00004443232,0.002012386,0.00021980124,0.00014336852,0.00008302417],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019075433,0.0006010986,0.052963536,0.00032481886,0.000050136132,7.5069045e-7,0.00019592771,0.000021012684,0.00018048464,0.33154747,0.12681754,0.48727813],"study_design_scores_gemma":[0.00056953495,0.000006392893,0.23760802,0.00011251709,0.00009938011,0.000004886901,0.0019809594,0.002287803,0.00005215181,0.003676501,0.753229,0.00037280837],"about_ca_topic_score_codex":0.00010821596,"about_ca_topic_score_gemma":0.000016404389,"teacher_disagreement_score":0.6264115,"about_ca_system_score_codex":0.000117083975,"about_ca_system_score_gemma":0.00004765915,"threshold_uncertainty_score":0.8082132},"labels":[],"label_agreement":null},{"id":"W1995998300","doi":"10.7577/formakademisk.1238","title":"Book Review: The Design Way. Intentional Change in an Unpredictable World (second edition)","year":2014,"lang":"en","type":"article","venue":"FormAkademisk - forskningstidsskrift for design og designdidaktikk","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Government of Alberta","funders":"","keywords":"Premise; Engineering ethics; Key (lock); Political science; Data science; Computer science; Engineering; Epistemology; Computer security; Philosophy","score_opus":0.04376854586497223,"score_gpt":0.24654093477845052,"score_spread":0.2027723889134783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995998300","genre_codex":"methods","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007856013,0.003173708,0.97782016,0.006558111,0.0009586464,0.0062362025,0.00004598201,0.00051825575,0.003903314],"genre_scores_gemma":[0.22729968,0.0017065858,0.06266257,0.62036437,0.020256994,0.0089297155,0.0035728363,0.0011149105,0.054092333],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99558896,0.00019563976,0.0011485683,0.00086369726,0.001003755,0.0011994047],"domain_scores_gemma":[0.99690235,0.0006803209,0.0010283628,0.00074424,0.000547378,0.0000973686],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0050458955,0.00069706247,0.0006913484,0.000929843,0.00093271583,0.0004223536,0.0013491374,0.0004368809,0.0036590768],"category_scores_gemma":[0.00054213265,0.0006107039,0.00026539317,0.0018527961,0.00031762733,0.008306099,0.00025256592,0.0011107431,0.00029287513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042639996,0.00022823561,0.0019449523,0.0007522824,0.00008196378,0.000007837689,0.00015176662,0.0015399571,0.0002690939,0.04706177,0.9442185,0.0033172236],"study_design_scores_gemma":[0.00206864,0.00018233687,0.0007433771,0.0010183187,0.0002245834,0.000011066043,0.00007559234,0.15053983,0.0003282623,0.008070802,0.8358967,0.0008405174],"about_ca_topic_score_codex":0.000059439277,"about_ca_topic_score_gemma":0.000030719457,"teacher_disagreement_score":0.9151576,"about_ca_system_score_codex":0.00030170206,"about_ca_system_score_gemma":0.00008710988,"threshold_uncertainty_score":0.99963444},"labels":[],"label_agreement":null},{"id":"W2005209073","doi":"10.1386/ijtm.1.1.7","title":"Networks of Innovation: Science, Technology and Development in the Triple Helix Era","year":2002,"lang":"en","type":"article","venue":"International Journal of Technology Management and Sustainable Development","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":129,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Triple helix; Government (linguistics); Dual (grammatical number); Reproduction; Social capital; Economic system; European union; Realization (probability); Political science; Economic geography; Business; Economics; Sociology; Economic policy; Social science","score_opus":0.01243662555228811,"score_gpt":0.21274186820378016,"score_spread":0.20030524265149205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005209073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96830505,0.00026386583,0.0074436837,0.012584283,0.00026420198,0.00037502713,2.1818518e-7,0.000035266665,0.010728398],"genre_scores_gemma":[0.9930496,0.00007301662,0.0049411682,0.00056253426,0.000053984942,0.0000113337965,0.0000021192157,0.000007072395,0.0012991457],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981184,0.000005918825,0.00071880966,0.0002008616,0.0006467371,0.00030925497],"domain_scores_gemma":[0.99799633,0.000013818976,0.000623589,0.00012500967,0.0012334398,0.0000077873665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014254363,0.00014563739,0.00018993366,0.008189588,0.0002499251,0.0001454567,0.00085813913,0.00014147373,0.000048288104],"category_scores_gemma":[0.000105541345,0.00012239529,0.000012668198,0.0054063895,0.00033806104,0.0010407594,0.0008048829,0.00038751392,0.000002483527],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041675856,0.00019896774,0.06691849,0.00006857265,0.00014588116,0.00029336766,0.00026664717,0.00020584381,0.000037437214,0.8650012,0.0010086374,0.06581326],"study_design_scores_gemma":[0.0035086155,0.000055412584,0.047634102,0.00022139026,0.000041189025,0.00010562602,0.029378878,0.00212445,0.0005656182,0.015145956,0.9007842,0.0004345789],"about_ca_topic_score_codex":0.000003140047,"about_ca_topic_score_gemma":0.0000022334082,"teacher_disagreement_score":0.89977556,"about_ca_system_score_codex":0.00024172531,"about_ca_system_score_gemma":0.00006976153,"threshold_uncertainty_score":0.7307484},"labels":[],"label_agreement":null},{"id":"W2012629146","doi":"10.1177/0759106311399551","title":"Introduction du générateur de liens sociaux par contextes (GLSC) dans une approche mixte : Etude sur l’hétérogénéité dans les liens de collaboration des chercheurs en biotechnologie et en sciences de la vie","year":2011,"lang":"en","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Context (archaeology); Sociology; Field (mathematics); Humanities; Biology; Philosophy","score_opus":0.18585469838722646,"score_gpt":0.3524474006986942,"score_spread":0.16659270231146772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012629146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71158206,0.00012961806,0.2437685,0.037250247,0.000161193,0.00057354674,0.00002094103,0.0007170866,0.0057967873],"genre_scores_gemma":[0.6047313,0.00086508464,0.3906012,0.0028345538,0.00064132246,0.00012225827,0.00002870457,0.000047788297,0.00012775487],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.97754014,0.01821028,0.0010363223,0.0012940768,0.0003786308,0.0015405725],"domain_scores_gemma":[0.9774321,0.019771595,0.0014020039,0.0005291631,0.00076815457,0.000096990574],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.053336482,0.0007496192,0.0011734163,0.00032836685,0.0010771406,0.0001299771,0.0017795889,0.0052934634,0.0006035438],"category_scores_gemma":[0.0956597,0.0006783895,0.0003702627,0.000922687,0.0074283364,0.00019822454,0.00097276847,0.0034135757,0.000058321315],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007522961,0.001162139,0.47594452,0.00029537958,0.00044448618,0.00013542728,0.02251643,0.003283957,0.17714198,0.29031402,0.024911715,0.003097641],"study_design_scores_gemma":[0.002171984,0.0011501167,0.36769688,0.00013931768,0.00045889866,0.0001464072,0.20345435,0.00058201514,0.03473715,0.36408478,0.023566274,0.0018118134],"about_ca_topic_score_codex":0.0014965317,"about_ca_topic_score_gemma":0.00005650214,"teacher_disagreement_score":0.18093792,"about_ca_system_score_codex":0.0013424437,"about_ca_system_score_gemma":0.00067606766,"threshold_uncertainty_score":0.99956673},"labels":[],"label_agreement":null},{"id":"W2016233523","doi":"10.1007/s10734-006-9046-0","title":"Intensification of university–industry relationships and its impact on academic research","year":2006,"lang":"en","type":"article","venue":"Higher Education","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":92,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Higher education; Intellectual property; Context (archaeology); Sociology; Public relations; Academic freedom; Dysfunctional family; Institution; Ethos; Technology transfer; Political science; Social science; Psychology; Business; Law","score_opus":0.11230334431053159,"score_gpt":0.33042332783371875,"score_spread":0.21811998352318718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016233523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9522121,0.000032432883,0.000022435162,0.0044856505,0.0001808775,0.00018812988,0.0000035061164,0.00003607131,0.04283879],"genre_scores_gemma":[0.980451,0.0000035696462,0.000028975417,0.00015458775,0.0005127622,0.0000014220751,0.000067290755,0.0000111197805,0.018769301],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990893,0.00006047335,0.0001588313,0.00020796436,0.00033430936,0.00014911388],"domain_scores_gemma":[0.9989492,0.000109153974,0.0002058733,0.0001610245,0.00056141044,0.000013306206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006927141,0.00009306567,0.00008399118,0.0006324512,0.0002197086,0.00004158242,0.00014157043,0.0003719855,0.0002605864],"category_scores_gemma":[0.000080120466,0.00009973229,0.000022183858,0.0011413024,0.000050611674,0.001001332,0.000057991074,0.0009805327,0.00008843187],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000754493,0.00016582565,0.20905277,0.00004009987,0.000011400991,5.3186847e-7,0.00004439892,0.00030471283,0.0026043942,0.746151,0.041167684,0.00038174793],"study_design_scores_gemma":[0.0002329456,0.0000104711835,0.95090115,0.00006959847,0.000025203266,5.408499e-7,0.00080126594,0.00062879745,0.00024795756,0.0053328574,0.041624334,0.00012490166],"about_ca_topic_score_codex":0.00043033136,"about_ca_topic_score_gemma":0.0000041159687,"teacher_disagreement_score":0.74184835,"about_ca_system_score_codex":0.00026841974,"about_ca_system_score_gemma":0.00009548644,"threshold_uncertainty_score":0.42599815},"labels":[],"label_agreement":null},{"id":"W2017403190","doi":"10.1386/ijtm.7.2.101_1","title":"Triple helix circulation: the heart of innovation and development","year":2008,"lang":"en","type":"article","venue":"International Journal of Technology Management and Sustainable Development","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":174,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Circulation (fluid dynamics); Creativity; Interdependence; Premise; Business; Sustainable development; Triple helix; Economic system; Political science; Economics; Engineering","score_opus":0.01665630113036386,"score_gpt":0.21684627640439316,"score_spread":0.2001899752740293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017403190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9820486,0.00010441133,0.008164672,0.006768194,0.0002155114,0.00024937425,2.6976107e-7,0.00002807808,0.0024208885],"genre_scores_gemma":[0.9914584,0.000033417346,0.005858594,0.00063360925,0.00008201826,0.000006884665,0.000006190403,0.000008608326,0.0019122463],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998448,0.0000064890796,0.0006538808,0.00014647441,0.000556684,0.00018844909],"domain_scores_gemma":[0.9978974,0.00001430639,0.00063469354,0.0000962511,0.0013493084,0.000008064283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007147734,0.00012983732,0.0001716566,0.001600416,0.0003023986,0.00006631201,0.00035257256,0.00010356834,0.000039939012],"category_scores_gemma":[0.00007098955,0.000109181754,0.000018309887,0.0009426199,0.00014398554,0.0007198045,0.00053759007,0.0002106794,0.0000035959504],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018912244,0.00024534334,0.31779027,0.00022183747,0.0008145512,0.00035146024,0.00065470004,0.00027048762,0.00020994,0.6402082,0.006938264,0.03210584],"study_design_scores_gemma":[0.0018421488,0.000019911758,0.18646097,0.00009051716,0.000034949637,0.000120554425,0.008866889,0.00019154396,0.0008769095,0.0063766357,0.7948778,0.00024111246],"about_ca_topic_score_codex":0.000007114168,"about_ca_topic_score_gemma":0.0000012528167,"teacher_disagreement_score":0.7879396,"about_ca_system_score_codex":0.00017539653,"about_ca_system_score_gemma":0.00010455067,"threshold_uncertainty_score":0.44523025},"labels":[],"label_agreement":null},{"id":"W2021026569","doi":"10.1068/p5249","title":"An Information Theory Analysis of Visual Complexity and Dissimilarity","year":2006,"lang":"en","type":"article","venue":"Perception","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Bitmap; Computational complexity theory; Overlay; Artificial intelligence; Image (mathematics); Computer science; Simple (philosophy); Pattern recognition (psychology); Set (abstract data type); Mathematics; Computer vision; Algorithm","score_opus":0.02251503024852034,"score_gpt":0.2527816649953738,"score_spread":0.23026663474685347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021026569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96130186,4.8383197e-7,0.031065583,0.00011380902,0.000021697468,0.000067929934,0.000011364488,0.00004176872,0.007375514],"genre_scores_gemma":[0.99884117,5.0892845e-7,0.00023023221,0.0002945239,0.00009214252,7.6229503e-7,0.00050019275,0.0000027064661,0.00003775941],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994634,0.000011855332,0.00016684768,0.000087669716,0.00019716646,0.00007305931],"domain_scores_gemma":[0.99960786,0.0000073600504,0.00016989595,0.000092050475,0.00011794843,0.000004877922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026235546,0.000065914544,0.00010534219,0.00036463313,0.000107063024,0.0000939488,0.000059428632,0.00007514985,0.0006134202],"category_scores_gemma":[0.000009754312,0.000068607704,0.000032205964,0.0006223249,0.000058775728,0.002926836,0.000038784572,0.00007659717,0.000010547878],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088570065,0.00024079849,0.7482872,0.000063432344,0.00009418344,2.75672e-7,0.0002594173,0.0025963085,0.0043932726,0.23429842,0.00042520845,0.009252923],"study_design_scores_gemma":[0.00014721666,0.0000054141647,0.8635745,0.0000025698612,0.00019787042,6.026227e-8,0.00067206426,0.13102914,0.000009329665,0.0037579627,0.00053233874,0.00007150048],"about_ca_topic_score_codex":0.0007381699,"about_ca_topic_score_gemma":0.000113600894,"teacher_disagreement_score":0.23054047,"about_ca_system_score_codex":0.00003884946,"about_ca_system_score_gemma":0.0000035776145,"threshold_uncertainty_score":0.6716521},"labels":[],"label_agreement":null},{"id":"W2037119928","doi":"10.1177/0162243906296854","title":"The Legitimation and Dissemination Processes of the Innovation System Approach","year":2007,"lang":"en","type":"article","venue":"Science Technology & Human Values","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; University of Toronto","funders":"","keywords":"Legitimation; Government (linguistics); Public relations; Sociology; Prestige; Political science; Epistemic community; Public policy; Public administration; Politics; Law","score_opus":0.018772753455253786,"score_gpt":0.25540002900109954,"score_spread":0.23662727554584576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037119928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9723719,0.000011974217,0.004694713,0.0008405892,0.000080516475,0.00027238452,4.706781e-7,0.00013291973,0.021594567],"genre_scores_gemma":[0.99942374,4.955782e-7,0.00021381765,0.000042360363,0.000047853686,0.000005041628,0.0000017907624,0.0000042793304,0.00026063676],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99899065,0.0000034083018,0.00022449893,0.00018863883,0.00042767986,0.0001651087],"domain_scores_gemma":[0.9986529,0.000030718682,0.00040009906,0.00022869169,0.0006850769,0.0000025311786],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016002426,0.000074180156,0.00006737243,0.00073076977,0.0016437484,0.00014145546,0.0005312241,0.00009887324,0.0000016467545],"category_scores_gemma":[0.0004276904,0.000048865586,0.000008466404,0.006134122,0.0016160151,0.0011643724,0.00024393128,0.00015572275,0.0000014163908],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002189199,0.000017498964,0.024647133,0.00007486043,0.0000028048164,1.0692962e-7,0.000084807136,0.000016324213,0.013186087,0.95962554,0.00009778722,0.0022448818],"study_design_scores_gemma":[0.0010984063,0.00008884956,0.47227922,0.0010769435,0.00018009481,0.000027970402,0.10806909,0.031797465,0.18869478,0.18906794,0.006564801,0.0010544137],"about_ca_topic_score_codex":0.000008976999,"about_ca_topic_score_gemma":0.000006052046,"teacher_disagreement_score":0.7705576,"about_ca_system_score_codex":0.00008928171,"about_ca_system_score_gemma":0.000033102453,"threshold_uncertainty_score":0.99965596},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W2041754885","doi":"10.1177/13684310022224697","title":"Deciphering Information Technologies","year":2000,"lang":"en","type":"article","venue":"European Journal of Social Theory","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Technological determinism; Sociology; Criticism; Diversity (politics); Epistemology; Information society; Social science; Information technology; Restructuring; Software deployment; Political science; Law; Anthropology; Computer science; Philosophy","score_opus":0.014224473334221395,"score_gpt":0.19517637368861707,"score_spread":0.18095190035439568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041754885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5191143,0.000009082567,0.0037766697,0.0009330441,0.00013937174,0.00003788338,7.526702e-7,0.00009541298,0.47589347],"genre_scores_gemma":[0.9977369,0.0000046522923,0.00022917932,0.0008125359,0.00056225236,7.5299866e-8,0.0000012737943,0.000009955077,0.0006432248],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932307,0.000030950272,0.00026993064,0.000039548806,0.00023039577,0.000106099506],"domain_scores_gemma":[0.9994048,0.000013050651,0.00038468943,0.00005629377,0.00013708562,0.000004077063],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009866824,0.00007278184,0.00008893612,0.00015569736,0.00018259254,0.00014921198,0.00028429614,0.000038947084,0.0009784345],"category_scores_gemma":[0.00007460275,0.000069174406,0.000055605975,0.00029291344,0.000055179764,0.002607684,0.00006734589,0.00030143428,0.0003782667],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022788305,0.00004767353,0.00075007323,0.000026414782,0.00007037078,0.000060602084,0.0008102334,0.0004284764,0.00026154658,0.30425143,0.010253263,0.68281204],"study_design_scores_gemma":[0.0009843516,0.00002088813,0.008281311,0.000051098912,0.0000443441,0.0000094349825,0.0073471577,0.00009271399,0.000081134545,0.016289145,0.9665851,0.00021333201],"about_ca_topic_score_codex":6.5777107e-7,"about_ca_topic_score_gemma":6.973165e-8,"teacher_disagreement_score":0.95633185,"about_ca_system_score_codex":0.000044452612,"about_ca_system_score_gemma":0.000008897534,"threshold_uncertainty_score":0.9999348},"labels":[],"label_agreement":null},{"id":"W2044327088","doi":"10.1080/08109028.2014.934126","title":"Mapping out the Triple Helix: how institutional coordination for competitiveness is achieved in the global wine industry","year":2013,"lang":"en","type":"article","venue":"Prometheus","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"China; Triple helix; Productivity; Government (linguistics); Latin Americans; Globalization; Investment (military); Business; Political science; Economic growth; Economics; Politics; Market economy","score_opus":0.04439647254546624,"score_gpt":0.24813921791476848,"score_spread":0.20374274536930223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044327088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82133657,0.00001547921,0.02593904,0.13716236,0.0004420533,0.0020166798,0.000047381964,0.00006514141,0.012975268],"genre_scores_gemma":[0.99277633,5.2308843e-7,0.00029823786,0.004618738,0.0005549411,0.00013285036,0.00005563524,0.000008847414,0.0015539005],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891263,0.000034704204,0.00018506942,0.0002245132,0.0004058952,0.00023720895],"domain_scores_gemma":[0.9992035,0.00007876538,0.00021791173,0.00019819403,0.0002936236,0.00000799583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007545827,0.00015080282,0.00013863809,0.00013668695,0.00037749673,0.00039787497,0.00048712295,0.00020902355,0.00020136028],"category_scores_gemma":[0.00021245795,0.00010470487,0.000054060547,0.0010322548,0.000098079356,0.0013402367,0.00014946815,0.00041538652,0.00005073103],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001540002,0.0007838522,0.40280184,0.00037291445,0.00022707318,0.000008681402,0.0015715391,0.00069891824,0.0018445195,0.5433284,0.025861004,0.02234725],"study_design_scores_gemma":[0.0040059793,0.00003334362,0.35755217,0.00016599908,0.00006313636,0.0000054726343,0.00863279,0.028207473,0.00020913446,0.03785896,0.56267786,0.00058767287],"about_ca_topic_score_codex":0.00019832687,"about_ca_topic_score_gemma":0.000024407522,"teacher_disagreement_score":0.53681684,"about_ca_system_score_codex":0.00018701503,"about_ca_system_score_gemma":0.000046802325,"threshold_uncertainty_score":0.42697406},"labels":[],"label_agreement":null},{"id":"W2047199419","doi":"10.2752/144871305x13966254124950","title":"The Material Basis of Everyday Rationality: Transformation by Design or Education?","year":2005,"lang":"en","type":"article","venue":"Design Philosophy Papers","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Rationality; Transformation (genetics); Basis (linear algebra); Sociology; Epistemology; Computer science; Mathematics education; Psychology; Mathematics; Philosophy; Chemistry; Geometry","score_opus":0.036373317986733975,"score_gpt":0.22936968364644528,"score_spread":0.1929963656597113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047199419","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09536894,0.00014431113,0.23929535,0.16144888,0.0026731014,0.0067002727,0.00019607441,0.00070611236,0.49346697],"genre_scores_gemma":[0.9927045,0.000012976473,0.0017705769,0.0034971146,0.00084147166,0.000036359877,0.00008678415,0.000021692716,0.0010285104],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987208,0.000052993586,0.00037242947,0.00018798865,0.00048643487,0.00017933772],"domain_scores_gemma":[0.99915224,0.00011962876,0.00030264643,0.00020940443,0.00020200669,0.000014076153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005663777,0.0001684787,0.0001374903,0.00012168349,0.00036440144,0.00017317757,0.00029841275,0.00012513639,0.0007296119],"category_scores_gemma":[0.000052508945,0.0001315799,0.000054681383,0.00047050015,0.00007502339,0.0016610316,0.000027029404,0.00012436106,0.00006624839],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024908185,0.0007550608,0.0003972399,0.00019874678,0.00027915303,0.0000013602748,0.00052182557,0.008205277,0.04609821,0.7815235,0.12841836,0.031110449],"study_design_scores_gemma":[0.003800833,0.00016461016,0.0011292133,0.00017783283,0.00042165592,0.000006174534,0.001453474,0.0181984,0.03707896,0.059255224,0.87686527,0.0014483609],"about_ca_topic_score_codex":0.00002570973,"about_ca_topic_score_gemma":0.0000027202168,"teacher_disagreement_score":0.8973356,"about_ca_system_score_codex":0.00013840666,"about_ca_system_score_gemma":0.00013128668,"threshold_uncertainty_score":0.7988739},"labels":[],"label_agreement":null},{"id":"W2061163123","doi":"10.4245/sponge.v7i1.19664","title":"Transition to Science 2.0: “Remoralizing” the Economy of Science","year":2013,"lang":"en","type":"article","venue":"Spontaneous Generations A Journal for the History and Philosophy of Science","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Production (economics); Knowledge economy; Power (physics); Perspective (graphical); Transition (genetics); Moral economy; Politics; Political science; Economic science; Key (lock); Political economy; Sociology; Economic system; Epistemology; Neoclassical economics; Economics; Positive economics; Social science; Economy; Law; Computer science","score_opus":0.03772146929723863,"score_gpt":0.2233091885634091,"score_spread":0.18558771926617046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061163123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.955265,0.00012195297,0.009186617,0.01702608,0.0013725938,0.0006708575,0.0000052959376,0.0000122220945,0.016339367],"genre_scores_gemma":[0.99648213,0.0000027096683,0.0009982674,0.0020047673,0.00030455305,0.000006327076,3.2454102e-7,0.0000041275016,0.00019677701],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987498,0.000005744352,0.00025839047,0.0002142503,0.00055639143,0.00021543386],"domain_scores_gemma":[0.99821186,0.00004409505,0.0003001273,0.00022810271,0.0011780316,0.00003781212],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0019672364,0.00008994255,0.0001008642,0.0005759573,0.0034212316,0.00024779965,0.00095872785,0.000023456958,0.000074023264],"category_scores_gemma":[0.00011747277,0.00006151434,0.000040837902,0.0013269534,0.0055894423,0.0028100023,0.00009854435,0.00014612598,0.0000040294703],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040065297,0.00005951704,0.000042433334,0.00002774075,0.0000081222515,0.0000030552965,0.0019981184,0.00697883,0.17932242,0.8080164,0.0017392515,0.001764051],"study_design_scores_gemma":[0.0017616407,0.0005574636,0.0023841239,0.00027005805,0.00030849827,0.0013506708,0.0082610585,0.30756745,0.017866513,0.49517357,0.16326354,0.0012353938],"about_ca_topic_score_codex":0.0000683218,"about_ca_topic_score_gemma":0.000007141559,"teacher_disagreement_score":0.31284282,"about_ca_system_score_codex":0.00030372365,"about_ca_system_score_gemma":0.00045608502,"threshold_uncertainty_score":0.99787617},"labels":[],"label_agreement":null},{"id":"W2074526713","doi":"10.2307/41166358","title":"Managing Creativity in Small Worlds","year":2006,"lang":"en","type":"article","venue":"California Management Review","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Straddle; Creativity; Silicon valley; Business; Social worlds; Knowledge management; Knowledge transfer; Open innovation; Marketing; Industrial organization; Economic geography; Sociology; Economics; Political science; Computer science; Social science; Entrepreneurship","score_opus":0.025708159063802485,"score_gpt":0.22837766678581634,"score_spread":0.20266950772201386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074526713","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01869473,0.00428895,0.012395441,0.012192394,0.00024321026,0.0020841274,0.000013499937,0.00037279882,0.94971484],"genre_scores_gemma":[0.82123524,0.0152255995,0.005521728,0.08480605,0.002609849,0.00045380378,0.0010339406,0.00029938263,0.068814404],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982346,0.000024621559,0.0005180182,0.00046071725,0.0003432586,0.00041877516],"domain_scores_gemma":[0.9991362,0.000018740335,0.00031808505,0.0004432333,0.00007054357,0.000013184288],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00081042846,0.0002838103,0.00037640042,0.00046018788,0.00012381053,0.00017537257,0.00042952795,0.00008116435,0.00092537305],"category_scores_gemma":[0.000021651616,0.00028961967,0.00010981663,0.0017504902,0.000038876708,0.0007140297,0.00043968522,0.00029431452,0.0011419264],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002943823,0.0005179276,0.13212585,0.015596028,0.00009642337,0.00037827578,0.0000051094985,0.0009335695,0.000015829675,0.6308733,0.13617894,0.0832493],"study_design_scores_gemma":[0.00057244825,0.0000023623525,0.008912092,0.0022816346,0.00015950059,8.9659744e-7,0.000034280103,0.0016419077,0.0000031501163,0.009156635,0.976842,0.00039312267],"about_ca_topic_score_codex":0.00038459385,"about_ca_topic_score_gemma":0.00021079897,"teacher_disagreement_score":0.88090044,"about_ca_system_score_codex":0.0002210404,"about_ca_system_score_gemma":0.0000071084023,"threshold_uncertainty_score":0.9999879},"labels":[],"label_agreement":null},{"id":"W2075577097","doi":"10.17323/1995-459x.2009.2.16.26","title":"Culture and Innovation: Approach to the Problem","year":2009,"lang":"en","type":"article","venue":"Foresight-Russia","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.022937554788127534,"score_gpt":0.2149752271642603,"score_spread":0.19203767237613276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075577097","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09662906,0.000039542814,0.019395163,0.024629766,0.00012569547,0.0010747703,0.0000058567116,0.00023766639,0.8578625],"genre_scores_gemma":[0.96822256,0.0000014293561,0.0038806084,0.013845533,0.0009138024,0.000012105418,0.000053172767,0.000014902991,0.0130559],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895054,0.000006284421,0.00020393658,0.00027039714,0.00034763737,0.0002212247],"domain_scores_gemma":[0.99944955,0.0000055914056,0.00015190565,0.00022817355,0.00015304676,0.000011707234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002225926,0.0001634988,0.000119522265,0.00027153,0.0003548804,0.00033735088,0.00029367444,0.00013968878,0.00007105878],"category_scores_gemma":[0.000017976281,0.00011113665,0.000023028948,0.0021966915,0.000027351354,0.0009789912,0.00011673261,0.00026850816,0.000086391],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020514879,0.00005289305,0.0019091878,0.000018032333,0.000011563343,0.0000015241008,0.0001631565,0.0001642415,0.00016133752,0.8749427,0.12048094,0.00207388],"study_design_scores_gemma":[0.00045648153,0.000021344058,0.021456704,0.000024433368,0.000028070168,0.0000028775346,0.0002750777,0.0020563477,0.000072851246,0.01755279,0.9577963,0.00025674785],"about_ca_topic_score_codex":0.000016553206,"about_ca_topic_score_gemma":0.000003669878,"teacher_disagreement_score":0.8715935,"about_ca_system_score_codex":0.000041390067,"about_ca_system_score_gemma":0.000014653087,"threshold_uncertainty_score":0.45320213},"labels":[],"label_agreement":null},{"id":"W2076628828","doi":"10.1007/s13132-014-0208-5","title":"Managing Progress Towards Intelligent Community Status with the i-CAT Assessment Tools","year":2014,"lang":"en","type":"article","venue":"Journal of the Knowledge Economy","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais; Ontario Tech University","funders":"","keywords":"Entrepreneurship; Business; Knowledge management; Computer science","score_opus":0.03984885085119914,"score_gpt":0.2598377192295586,"score_spread":0.2199888683783595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076628828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55045336,0.00004646796,0.03432498,0.01886914,0.0007763863,0.00043622204,0.0000017253019,0.00003275211,0.39505893],"genre_scores_gemma":[0.996825,0.000003169209,0.00033230433,0.0012073166,0.0006433746,0.0000036519782,0.0000015985963,0.000017620567,0.0009660002],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989989,0.000105028405,0.00034028717,0.00009538926,0.00021923982,0.00024117141],"domain_scores_gemma":[0.99812984,0.0000999508,0.0009134082,0.00041166216,0.000424068,0.000021037626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001624177,0.0001633814,0.00021756729,0.00014154363,0.00054463686,0.00049409684,0.0009921491,0.00005997439,0.00012463918],"category_scores_gemma":[0.000033905075,0.00009177025,0.000109166685,0.00033533707,0.00015518177,0.0014002259,0.0005200814,0.0008324596,0.000031080064],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029662045,0.0015117439,0.19015788,0.0005751989,0.0012840249,0.0000119508195,0.0028904614,0.00901027,0.000053740067,0.24024306,0.05626947,0.4976956],"study_design_scores_gemma":[0.0009791456,0.00006339206,0.035076417,0.0001941379,0.00019101676,0.000011929348,0.0056822584,0.01601257,0.00011018205,0.0055616815,0.93585414,0.00026312223],"about_ca_topic_score_codex":0.000034461948,"about_ca_topic_score_gemma":0.00006588346,"teacher_disagreement_score":0.87958467,"about_ca_system_score_codex":0.00040645635,"about_ca_system_score_gemma":0.00011797926,"threshold_uncertainty_score":0.47645873},"labels":[],"label_agreement":null},{"id":"W2077006887","doi":"10.1177/0263276412443570","title":"Topology and Morphogenesis","year":2012,"lang":"en","type":"article","venue":"Theory Culture & Society","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Epistemology; Temporality; Computer science; Sociology; Mathematics; Topology (electrical circuits); Philosophy","score_opus":0.016973537163252634,"score_gpt":0.21704224844421866,"score_spread":0.200068711280966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077006887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.941845,0.0002318596,0.0021051245,0.0014244244,0.00028921288,0.00014375658,0.000004944364,0.00014447742,0.053811185],"genre_scores_gemma":[0.9860053,0.000014593297,0.0005283801,0.007845434,0.0013919835,0.0000027072751,0.000016084203,0.000012999541,0.004182482],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993818,0.000012444953,0.00009087788,0.00013668115,0.00014044889,0.00023774117],"domain_scores_gemma":[0.9996833,0.000016644872,0.000095131065,0.00012707672,0.00006350662,0.000014313599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038931108,0.00012043641,0.0001073119,0.000018514107,0.0002281633,0.000052034586,0.00011792818,0.00020575932,0.00070415187],"category_scores_gemma":[0.000015277714,0.00010352535,0.00006568229,0.00022226472,0.00010304683,0.00092674734,0.00016012587,0.00019343934,0.00009133538],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015956386,0.000058914273,0.02041456,0.00003375328,0.000067825305,6.766818e-7,0.0015402396,0.0000063017383,0.0039061862,0.9137186,0.059475373,0.0007616321],"study_design_scores_gemma":[0.0010313914,0.00000956165,0.023137633,0.000017656563,0.00024821138,0.000008932081,0.027428376,0.00019924635,0.0007680745,0.045890976,0.9006563,0.00060368725],"about_ca_topic_score_codex":0.000017694592,"about_ca_topic_score_gemma":8.585369e-7,"teacher_disagreement_score":0.8678276,"about_ca_system_score_codex":0.000044820663,"about_ca_system_score_gemma":0.0000048288393,"threshold_uncertainty_score":0.7709969},"labels":[],"label_agreement":null},{"id":"W2090762136","doi":"10.1109/mnano.2012.2237312","title":"Nanotechnology Public Funding and Impact Analysis: A Tale of Two Decades (1991-2010)","year":2013,"lang":"en","type":"article","venue":"IEEE Nanotechnology Magazine","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Societal impact of nanotechnology; Government (linguistics); Technology transfer; Investment (military); Nanotechnology; Business; Political science; Engineering; Politics; International trade; Materials science","score_opus":0.026048056045842573,"score_gpt":0.25001463741764407,"score_spread":0.2239665813718015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090762136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98479474,0.000074096184,0.00616915,0.0065465625,0.00020571072,0.00037430658,0.000011176285,0.000514884,0.001309402],"genre_scores_gemma":[0.9977922,0.000015870966,0.0008004753,0.00042873697,0.000110406036,0.000023714332,0.000032647513,0.000032779815,0.00076321367],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99797124,0.000015332276,0.00051277864,0.00055385625,0.00032129526,0.00062550453],"domain_scores_gemma":[0.9982817,0.000053812735,0.0006354887,0.0006413861,0.00036040705,0.000027191483],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033678074,0.00033785772,0.00059923175,0.0033675968,0.00019715585,0.00014680559,0.00065029145,0.0009177921,0.00068445515],"category_scores_gemma":[0.00018781533,0.00032456205,0.00015154346,0.0049758847,0.00051768846,0.0017687791,0.0004599134,0.0007262452,0.00029317438],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054496384,0.00041453924,0.35060748,0.00014406917,0.0019375714,0.000043498974,0.000039693048,0.00063962355,0.45811927,0.1583996,0.009800773,0.019799372],"study_design_scores_gemma":[0.024350109,0.0010190618,0.33780983,0.00043296118,0.007912813,0.0002988864,0.0031107878,0.19568193,0.106175356,0.19768254,0.117784,0.007741707],"about_ca_topic_score_codex":0.0005922866,"about_ca_topic_score_gemma":0.00018818358,"teacher_disagreement_score":0.3519439,"about_ca_system_score_codex":0.00013068572,"about_ca_system_score_gemma":0.00003230052,"threshold_uncertainty_score":0.99992067},"labels":[],"label_agreement":null},{"id":"W2097082745","doi":"10.1109/picmet.1999.808098","title":"Knowledge network of contemporary interdisciplinary study of organization and technology: from bibliometrics to epistemology","year":2003,"lang":"en","type":"article","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Bibliometrics; Context (archaeology); Field (mathematics); Knowledge management; Subject (documents); Domain (mathematical analysis); Sociology; Outcome (game theory); Engineering ethics; Epistemology; Management science; Computer science; Engineering; Mathematics; Philosophy","score_opus":0.035073731801365006,"score_gpt":0.260684868587617,"score_spread":0.22561113678625203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097082745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9685039,0.000040943756,0.0051872237,0.00033371442,0.00014480138,0.00031705046,0.0000021863973,0.0000503664,0.02541984],"genre_scores_gemma":[0.9990058,9.676369e-7,0.00043882974,0.00010037719,0.00005551318,0.0000014296345,0.00000969944,0.000012377672,0.00037503356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992377,0.000015404374,0.00030477718,0.00020325513,0.00013726162,0.00010159445],"domain_scores_gemma":[0.99892974,0.000054018157,0.000262213,0.0001954874,0.0005505305,0.000007992451],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0002390378,0.00009891418,0.00022486462,0.0030537,0.00007392625,0.000023518556,0.00016907915,0.00014973978,0.00014512983],"category_scores_gemma":[0.0001840178,0.000099319215,0.000009498656,0.02323867,0.000044504417,0.00040294247,0.0006312966,0.00011045174,0.000011226962],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017220673,0.00043635952,0.9493232,0.000029715937,0.00005660238,0.000003532957,0.00013818603,0.00007972441,0.00045908353,0.040576596,0.008467877,0.0004119493],"study_design_scores_gemma":[0.01631482,0.0017219504,0.75699234,0.00047500996,0.0006441697,0.000011183742,0.10053038,0.004713144,0.0079429895,0.06553913,0.042732462,0.0023824165],"about_ca_topic_score_codex":0.000057813108,"about_ca_topic_score_gemma":0.000024448665,"teacher_disagreement_score":0.1923308,"about_ca_system_score_codex":0.000027214202,"about_ca_system_score_gemma":0.00002409947,"threshold_uncertainty_score":0.9975229},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2102428338","doi":"10.4236/ti.2015.62010","title":"The Research on Current Situation and Countermeasure of University Science Park in Gulou District of Nanjing, China","year":2015,"lang":"en","type":"article","venue":"Technology and Investment","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Social Science Fund of China; Government of Jiangsu Province","keywords":"Science park; China; Bottleneck; Countermeasure; Service (business); Sustainable development; State (computer science); Regional science; Function (biology); Business; Political science; Economic growth; Engineering; Economics; Marketing; Geography; Operations management; Computer science","score_opus":0.07115732450966776,"score_gpt":0.2846656431285169,"score_spread":0.2135083186188491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102428338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99264187,0.00008065928,0.000042438685,0.0013902998,0.000041477582,0.00014907435,0.000001655502,0.000013564887,0.0056389817],"genre_scores_gemma":[0.99985343,0.00002415329,0.000020770698,0.00003808757,0.000009237686,7.2560766e-7,0.0000013550516,0.0000017902613,0.000050429833],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99927247,0.000015965566,0.000103221486,0.00014673405,0.00033380094,0.00012779262],"domain_scores_gemma":[0.99950796,0.00002429665,0.0001213354,0.0001460101,0.00019194181,0.000008424077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012964195,0.00005347376,0.00007654061,0.0006342009,0.0001891857,0.000018641402,0.00020464252,0.00007400577,0.0000015661809],"category_scores_gemma":[0.00018072854,0.00004403873,0.000005785436,0.0015005586,0.0009271277,0.00030787752,0.00025943076,0.0002365419,0.0000011494622],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054477085,0.00007649887,0.088119656,0.000021646121,0.0000038110327,0.000001198037,0.00009229439,0.000021069158,0.00044281414,0.90727514,0.00044250072,0.0034489115],"study_design_scores_gemma":[0.003720668,0.0004037292,0.6804047,0.000462764,0.00004816871,0.0000025584618,0.014380484,0.011107441,0.0051336186,0.20519549,0.0787493,0.000391088],"about_ca_topic_score_codex":0.00007545889,"about_ca_topic_score_gemma":0.000023034265,"teacher_disagreement_score":0.70207965,"about_ca_system_score_codex":0.00012050551,"about_ca_system_score_gemma":0.000057849167,"threshold_uncertainty_score":0.34160408},"labels":[],"label_agreement":null},{"id":"W2103255474","doi":"10.1080/03081070902993160","title":"Information of interactions in complex systems","year":2009,"lang":"en","type":"article","venue":"International Journal of General Systems","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":101,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Acknowledgement; Redundancy (engineering); Computer science; Image (mathematics); Information system; Artificial intelligence; Mathematics; Theoretical computer science; Computer vision; Computer security; Political science; Law","score_opus":0.03524181683310517,"score_gpt":0.2625192118388388,"score_spread":0.22727739500573363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103255474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95519334,0.000029415727,0.009441606,0.002123718,0.00350262,0.00018710189,0.000014302411,0.000016916896,0.02949099],"genre_scores_gemma":[0.99790865,0.0000028743589,0.00009131534,0.00040712234,0.0012767338,7.512171e-7,0.000025992564,0.0000038866897,0.0002826451],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99833435,0.000015491236,0.0008255427,0.000049484555,0.00067906594,0.000096061645],"domain_scores_gemma":[0.997521,0.000013693275,0.001297627,0.000074504576,0.0010825021,0.000010665274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035996083,0.000089989066,0.00019424419,0.0008126203,0.000026705276,0.00022158642,0.00036833793,0.00005295571,0.000054825166],"category_scores_gemma":[0.000048739534,0.00008599808,0.000065304695,0.00029280607,0.000013415181,0.0032252735,0.000039400755,0.00020685843,0.00002050748],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048566682,0.0005301366,0.08362386,0.00014394622,0.00038005857,0.000071037844,0.0005448015,0.36869457,0.018784055,0.4587473,0.062592156,0.0054024043],"study_design_scores_gemma":[0.0048072063,0.00010113621,0.12875113,0.00094718306,0.00007235747,0.00027798748,0.0048699235,0.3067975,0.00022934642,0.0012485054,0.55136126,0.00053643103],"about_ca_topic_score_codex":0.0006239221,"about_ca_topic_score_gemma":0.000010095119,"teacher_disagreement_score":0.48876914,"about_ca_system_score_codex":0.00024297378,"about_ca_system_score_gemma":0.00003004355,"threshold_uncertainty_score":0.35069},"labels":[],"label_agreement":null},{"id":"W2103942089","doi":"","title":"An Artificial Chemistry-based Model of Economies","year":2008,"lang":"en","type":"article","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Raw material; Computer science; Set (abstract data type); Consumables; Artificial life; Von Neumann architecture; Value (mathematics); Mechanism (biology); Biochemical engineering; Artificial intelligence; Process engineering; Chemistry; Machine learning; Engineering","score_opus":0.04562736272621159,"score_gpt":0.21131083926581049,"score_spread":0.1656834765395989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103942089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8899042,3.7940765e-7,0.0221522,0.0003668658,0.000025288697,0.000057240875,0.000004664055,0.000074017495,0.087415144],"genre_scores_gemma":[0.99649656,1.8190337e-7,0.0009852042,0.0008557037,0.00017947402,0.0000012280931,0.000024611752,0.000009806878,0.0014472199],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993812,0.0000013510524,0.00018097891,0.00015768502,0.00015881401,0.00011995814],"domain_scores_gemma":[0.99952114,0.000006092973,0.00015150526,0.00019816966,0.00011522631,0.000007865212],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007645565,0.0000920773,0.00011085909,0.00007464522,0.00010410178,0.000032594588,0.00017809335,0.00009735438,0.0011623619],"category_scores_gemma":[0.000010038129,0.00009972578,0.000036682435,0.00017298739,0.00006132724,0.0009029995,0.00003891013,0.00009178751,0.000042059422],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001481053,0.00065906876,0.034337554,0.00014083722,0.000041506613,0.000007898162,0.00007637946,0.64131796,0.16256042,0.15133631,0.0088193035,0.00055465277],"study_design_scores_gemma":[0.00029493295,0.0000033798917,0.00032226232,0.0000041737853,0.000012250735,2.0796898e-7,0.00014991101,0.96478885,0.03134533,0.0016212262,0.001297812,0.00015968412],"about_ca_topic_score_codex":0.00008753728,"about_ca_topic_score_gemma":0.000013982296,"teacher_disagreement_score":0.3234709,"about_ca_system_score_codex":0.000034644487,"about_ca_system_score_gemma":0.000043484495,"threshold_uncertainty_score":0.99975073},"labels":[],"label_agreement":null},{"id":"W2104889391","doi":"10.1016/j.tibtech.2010.06.002","title":"Role and reality: technology transfer at Canadian universities","year":2010,"lang":"en","type":"article","venue":"Trends in biotechnology","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":66,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta","funders":"","keywords":"Commercialization; Mandate; Promotion (chess); Business; Government (linguistics); Technology transfer; Relevance (law); Marketing; Knowledge transfer; Public relations; Political science; Management; Economics","score_opus":0.013738470878018034,"score_gpt":0.21136866289428058,"score_spread":0.19763019201626256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104889391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.915511,0.000010928293,0.000029657253,0.03320899,0.00011182485,0.000058342885,0.000012855072,0.00022945902,0.05082696],"genre_scores_gemma":[0.99699193,0.0000053467043,0.00012113634,0.0006073219,0.000055496384,0.000002264142,0.000024098039,0.00001367575,0.0021787437],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99908376,0.000003459291,0.00014075256,0.0003111765,0.00009951664,0.0003613512],"domain_scores_gemma":[0.9996007,0.0000076573315,0.0000423191,0.00029576576,0.00003698231,0.00001653791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011372209,0.00014884557,0.00016552824,0.0030479906,0.00017767522,0.000030905812,0.0003148462,0.0011368588,0.0007272823],"category_scores_gemma":[0.000010895896,0.00017187664,0.000020619142,0.0016870515,0.00035556994,0.000364105,0.0002068501,0.000824403,0.000040417417],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021388008,0.000031233205,0.03707425,0.000010610575,0.000020426189,0.000072348696,0.000054671837,0.000007888109,0.015174069,0.91855353,0.0010621223,0.027917432],"study_design_scores_gemma":[0.0014652584,0.000027465447,0.027324166,0.00001645224,0.000044734967,0.000043578537,0.0031821763,0.0015258511,0.0045598373,0.0129524,0.948278,0.00058005145],"about_ca_topic_score_codex":0.03158319,"about_ca_topic_score_gemma":0.38061896,"teacher_disagreement_score":0.9472159,"about_ca_system_score_codex":0.0002162132,"about_ca_system_score_gemma":0.000035318128,"threshold_uncertainty_score":0.97486556},"labels":[],"label_agreement":null},{"id":"W2106208961","doi":"10.1109/mcom.2001.920858","title":"Entrepreneurialism in information technology","year":2001,"lang":"en","type":"article","venue":"IEEE Communications Magazine","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Communications and Information Technology Ontario","funders":"","keywords":"Computer science; Telecommunications; Multimedia; Human–computer interaction","score_opus":0.028875686093482733,"score_gpt":0.2431794039762563,"score_spread":0.21430371788277355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106208961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53800094,0.00004975856,0.0076499735,0.049946066,0.0006306559,0.0006582094,0.000008949393,0.0005861312,0.4024693],"genre_scores_gemma":[0.99585235,0.000058965474,0.00094017485,0.0019905092,0.00013716698,0.000021841763,0.00009593919,0.000009413692,0.00089363486],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992234,0.000011480924,0.00031436366,0.00010868108,0.00017013968,0.00017189476],"domain_scores_gemma":[0.99846154,0.000025833235,0.00022451552,0.0010866966,0.00019495406,0.000006448149],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019960252,0.000106457366,0.000113441296,0.0009181441,0.00014870934,0.000119177166,0.0009004473,0.0001592108,0.0002301581],"category_scores_gemma":[0.000093640265,0.00012475476,0.000024342578,0.0020126922,0.00008523853,0.00252333,0.00041040333,0.00036949833,0.0012531265],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057259324,0.00049718237,0.20776904,0.000036205885,0.000031800508,0.000010320478,0.00016446605,0.0013450495,0.0020077692,0.72425663,0.038064733,0.025759514],"study_design_scores_gemma":[0.0008346139,0.0000039723463,0.010144165,0.00002554163,0.000013777997,0.0000042157712,0.00017118725,0.008891525,0.00003722226,0.009508049,0.9701885,0.0001772593],"about_ca_topic_score_codex":0.000103039754,"about_ca_topic_score_gemma":0.00017361932,"teacher_disagreement_score":0.9321237,"about_ca_system_score_codex":0.00010107431,"about_ca_system_score_gemma":0.000018626639,"threshold_uncertainty_score":0.99952453},"labels":[],"label_agreement":null},{"id":"W2114755385","doi":"10.3390/info6040669","title":"Extending Deacon’s Notion of Teleodynamics to Culture, Language, Organization, Science, Economics and Technology (CLOSET)","year":2015,"lang":"en","type":"article","venue":"Information","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Closet; Sociology; Epistemology; Philosophy; History","score_opus":0.009127377645134438,"score_gpt":0.20767879614620813,"score_spread":0.1985514185010737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114755385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9732539,0.0000017466932,0.00904101,0.00050693844,0.000118226795,0.00015027866,0.0000045461907,0.00006656983,0.016856799],"genre_scores_gemma":[0.9979658,0.000002364284,0.0014148158,0.0004341136,0.000053303822,0.0000011222816,0.0000583233,0.0000043432897,0.00006579864],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994778,0.0000011141343,0.00019652766,0.000075131924,0.00015014705,0.00009926502],"domain_scores_gemma":[0.99895096,0.0000025505497,0.00023016731,0.000101086356,0.00070242456,0.000012835778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002339232,0.00006447212,0.000069937894,0.0007473522,0.00010019818,0.00014519444,0.000143776,0.00008943909,0.000006642059],"category_scores_gemma":[0.0002314908,0.00006880894,0.0000049681403,0.0016403652,0.000052655596,0.005026394,0.0001549789,0.00007070344,0.000048386202],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021264292,0.000041131632,0.043009575,0.0000846638,0.000017177073,5.8849514e-7,0.0025795093,0.018767454,0.001990145,0.90501183,0.0023954702,0.026081193],"study_design_scores_gemma":[0.0051478464,0.00014548145,0.035814025,0.00019295474,0.00014953857,0.00003160938,0.06721573,0.52905285,0.022850502,0.015734272,0.32198077,0.0016844334],"about_ca_topic_score_codex":0.000046888857,"about_ca_topic_score_gemma":0.0000071417444,"teacher_disagreement_score":0.8892776,"about_ca_system_score_codex":0.00015114447,"about_ca_system_score_gemma":0.00005051676,"threshold_uncertainty_score":0.36440146},"labels":[],"label_agreement":null},{"id":"W2124293971","doi":"10.1111/j.1541-1338.2007.00306.x","title":"Universities and State Policy Formation: Rationalizing a Nanotechnology Strategy in Pennsylvania","year":2008,"lang":"en","type":"article","venue":"Review of Policy Research","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"State (computer science); Salient; Strengths and weaknesses; Process (computing); Political science; Public administration; Nanotechnology; Computer science; Law; Epistemology","score_opus":0.10822572554533336,"score_gpt":0.36167153843536265,"score_spread":0.2534458128900293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124293971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8540204,0.003787891,0.00024196377,0.039988287,0.00001849199,0.0009599774,0.000021937965,0.00007064175,0.10089042],"genre_scores_gemma":[0.98264915,0.0138856275,0.00007560441,0.0015675477,0.00022484336,0.0000046643445,0.000021217425,0.000012160492,0.0015592027],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998685,0.000051245268,0.00029365902,0.00015851912,0.0005143045,0.0002972785],"domain_scores_gemma":[0.9991894,0.000066800974,0.00016473816,0.00017966086,0.00038588248,0.0000135208875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078918535,0.00009789865,0.00021691952,0.00150712,0.00019576402,0.000034220728,0.0002524734,0.00008989433,0.000106574815],"category_scores_gemma":[0.00021172027,0.00010210623,0.000028886005,0.002654598,0.00023346995,0.0014015477,0.00030958,0.0003608381,0.000035761066],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030307523,0.00007200728,0.0024355901,0.006020752,0.000021151347,0.00003993427,0.000286198,0.00008005179,0.000720881,0.97492456,0.00833195,0.007036642],"study_design_scores_gemma":[0.004710589,0.00019773004,0.020501176,0.012341449,0.000048575188,0.00015071122,0.011042382,0.008589374,0.0012076248,0.059244536,0.8806854,0.0012804534],"about_ca_topic_score_codex":0.00266304,"about_ca_topic_score_gemma":0.00008257447,"teacher_disagreement_score":0.91568,"about_ca_system_score_codex":0.0003425415,"about_ca_system_score_gemma":0.00045955632,"threshold_uncertainty_score":0.41637713},"labels":[],"label_agreement":null},{"id":"W2126388068","doi":"10.6017/ihe.2010.59.8491","title":"Regional Education Hubs -- Rhetoric or Reality","year":2015,"lang":"en","type":"article","venue":"International Higher Education","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Rhetoric; Work (physics); Higher education; Distribution (mathematics); Set (abstract data type); Knowledge production; Political science; Knowledge base; Regional science; Business; Public relations; Sociology; Knowledge management; Engineering; Computer science","score_opus":0.09187388238424325,"score_gpt":0.31694677382390973,"score_spread":0.22507289143966647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126388068","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29170537,0.000057549627,0.00072223035,0.06672092,0.01931791,0.00044934172,0.000010063949,0.0002840275,0.6207326],"genre_scores_gemma":[0.87158906,0.0000031004442,0.00052036426,0.008545374,0.0066546625,0.000038346196,0.00047071718,0.000022290502,0.11215607],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849486,0.0000136942745,0.00028555273,0.00031299624,0.00073752244,0.00015535913],"domain_scores_gemma":[0.9981729,0.000022792254,0.00034889393,0.00024396412,0.001175843,0.000035612404],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024979425,0.0001583997,0.0001040298,0.00037648997,0.00009897187,0.00023261482,0.00040843894,0.00015085093,0.002000337],"category_scores_gemma":[0.00008488619,0.00015730115,0.000044678243,0.00060167856,0.000038358357,0.002210386,0.00010343332,0.00020968892,0.00062626513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009392029,0.0005729026,0.01993395,0.000015166305,0.000028904888,7.412284e-7,0.00005850302,0.000068774796,0.00005021009,0.4381463,0.53683764,0.0041929875],"study_design_scores_gemma":[0.00033619776,0.0000069239995,0.047396872,0.000035965077,0.00002227651,0.0000041133158,0.00036738708,0.00026145653,0.000015208255,0.01881879,0.9325397,0.00019510779],"about_ca_topic_score_codex":0.0008495475,"about_ca_topic_score_gemma":0.000029237375,"teacher_disagreement_score":0.5798837,"about_ca_system_score_codex":0.00077295915,"about_ca_system_score_gemma":0.0007356322,"threshold_uncertainty_score":0.998912},"labels":[],"label_agreement":null},{"id":"W2126498143","doi":"10.1177/097172180400900104","title":"Scientific Research in Algeria Institutionalisation versus Professionalisation","year":2004,"lang":"en","type":"article","venue":"Science Technology and Society","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Institutionalisation; Independence (probability theory); Autonomy; Politics; Government (linguistics); Political science; State (computer science); Control (management); Public administration; Sociology; Social science; Law; Management","score_opus":0.09172047454076579,"score_gpt":0.33006300742696115,"score_spread":0.23834253288619536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126498143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98416734,0.0000080836235,0.00042634006,0.009282974,0.00042199442,0.00017350141,8.103391e-7,0.0000824393,0.005436543],"genre_scores_gemma":[0.99882746,0.0000017961318,0.00078806037,0.00018513227,0.000065480526,0.000008810179,0.000007665489,0.000002675478,0.000112941554],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99866956,0.0000052328182,0.00011902126,0.00034669292,0.00059247593,0.00026703504],"domain_scores_gemma":[0.9993917,0.000016052893,0.00006679572,0.00015833275,0.00035896507,0.000008151686],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002212767,0.00006365798,0.0000595416,0.0011442435,0.001505782,0.0002090816,0.00029649012,0.00021322252,0.000021619699],"category_scores_gemma":[0.00017047678,0.00006396292,0.000014908071,0.008671951,0.002914492,0.0023929179,0.0002998272,0.0004411713,0.000028663793],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008208094,0.00003725076,0.009118801,0.000008532296,0.0000015931519,9.1859977e-7,0.00018633947,0.000165432,0.006536375,0.98340255,0.0001022815,0.00043169793],"study_design_scores_gemma":[0.0044003986,0.000037298647,0.07019291,0.00017758127,0.000011618768,0.0000030521417,0.022923183,0.006355513,0.0040020263,0.8715909,0.019849703,0.00045579704],"about_ca_topic_score_codex":0.000052850817,"about_ca_topic_score_gemma":0.000028086959,"teacher_disagreement_score":0.11181165,"about_ca_system_score_codex":0.000361614,"about_ca_system_score_gemma":0.00031688687,"threshold_uncertainty_score":0.999799},"labels":[],"label_agreement":null},{"id":"W2127258821","doi":"10.1177/0162243915576004","title":"Normalizing Complaint","year":2015,"lang":"en","type":"article","venue":"Science Technology & Human Values","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Commercialization; Agency (philosophy); Context (archaeology); Complaint; Hegemony; Political science; Sociology; Public relations; Order (exchange); Engineering ethics; Environmental ethics; Epistemology; Social science; Business; Law; Engineering; History","score_opus":0.05976353777438983,"score_gpt":0.2770427215988404,"score_spread":0.21727918382445058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127258821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88066053,0.000010468661,0.0007759231,0.0024612169,0.0002367108,0.00012490929,5.783182e-7,0.00063455483,0.115095094],"genre_scores_gemma":[0.99737924,2.2159766e-7,0.00085689954,0.0008974578,0.0001671867,0.0000032480189,0.0000027870187,0.000009453184,0.00068352895],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99844956,0.0000035682199,0.0001828648,0.00036339363,0.00060288026,0.0003977276],"domain_scores_gemma":[0.9990064,0.0000054060133,0.00018688782,0.00037880396,0.0004035817,0.000018926548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088946987,0.0001318752,0.00013356404,0.0015903395,0.0010937582,0.00023065996,0.0010585414,0.00015602693,0.000102968006],"category_scores_gemma":[0.00014617704,0.00013394032,0.000023268813,0.0032476333,0.0018873975,0.0021930889,0.00077230023,0.0003353215,0.00033022795],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029374592,0.000044590142,0.048884526,0.000006515931,0.0000053715626,0.00001227231,0.000081088765,0.0001506072,0.0080584865,0.93779707,0.004092049,0.0008644823],"study_design_scores_gemma":[0.0024632874,0.00013315157,0.018563598,0.0001397233,0.000092249764,0.000035513185,0.022121627,0.020897243,0.014532848,0.66633415,0.2531722,0.0015144111],"about_ca_topic_score_codex":0.000097000746,"about_ca_topic_score_gemma":0.000013925211,"teacher_disagreement_score":0.27146292,"about_ca_system_score_codex":0.00021099098,"about_ca_system_score_gemma":0.00006106214,"threshold_uncertainty_score":0.84124136},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2131976208","doi":"10.1109/icsmc.1995.538281","title":"Cybernetics, and (real) national innovation systems","year":2002,"lang":"en","type":"article","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; National Research Council Canada","keywords":"Cybernetics; Prosperity; Phenomenon; Order (exchange); National innovation system; Demographics; Innovation management; Knowledge management; Economics; Business; Marketing; Sociology; Computer science; Neoclassical economics; Epistemology; Artificial intelligence; Economic growth","score_opus":0.039388125325855186,"score_gpt":0.21113846788366217,"score_spread":0.17175034255780697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131976208","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35440037,0.000009502433,0.0012698129,0.0015106366,0.00017510592,0.00013889365,0.0000024196343,0.00011368475,0.6423796],"genre_scores_gemma":[0.9810628,0.000005468232,0.00012621793,0.0015738838,0.00043918184,0.0000023411123,0.000019651712,0.000009037996,0.016761389],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991747,0.0000027673734,0.00017723157,0.00015194376,0.00038352667,0.00010983656],"domain_scores_gemma":[0.99937046,0.000013373385,0.00013610817,0.00007238659,0.0004033139,0.000004353416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016465374,0.00008476693,0.000071327624,0.0002932941,0.00010472194,0.00020543786,0.00008005175,0.00009367202,0.0007561376],"category_scores_gemma":[0.000041566032,0.00008735211,0.000008710918,0.00075484416,0.000025398282,0.0010036057,0.00007580569,0.00010094594,0.0002034642],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017667373,0.000029353809,0.018886272,0.000021142721,0.000010500007,0.0000010565337,0.000011807755,0.0001431064,0.00017997826,0.9374209,0.042740025,0.0005540956],"study_design_scores_gemma":[0.0017002069,0.000013590895,0.039628226,0.000048785347,0.000039539995,0.0000056415956,0.0008054969,0.3926131,0.00006070033,0.009283197,0.5551439,0.00065758795],"about_ca_topic_score_codex":0.0002853982,"about_ca_topic_score_gemma":0.000008796165,"teacher_disagreement_score":0.9281377,"about_ca_system_score_codex":0.00006406007,"about_ca_system_score_gemma":0.0000045943484,"threshold_uncertainty_score":0.82791764},"labels":[],"label_agreement":null},{"id":"W2136134760","doi":"10.1177/0739456x11417829","title":"Creativity and Innovation","year":2011,"lang":"en","type":"article","venue":"Journal of Planning Education and Research","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Creativity; Rationality; Dialogical self; Epistemology; Interpretation (philosophy); Viewpoints; Sociology; Rendering (computer graphics); Computer science; Interpersonal communication; Knowledge management; Psychology; Social psychology; Social science; Artificial intelligence","score_opus":0.18461468806986556,"score_gpt":0.3738134816165275,"score_spread":0.18919879354666194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136134760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95583427,0.000048331323,0.00030217526,0.00096928846,0.00015268143,0.000051591822,2.4042052e-7,0.0000052420023,0.04263618],"genre_scores_gemma":[0.9972535,0.000007397411,0.00054561923,0.0002995544,0.00041650364,5.865386e-7,0.0000017374954,0.0000044981903,0.0014706473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99932736,0.000018747549,0.0001703443,0.00007250737,0.00031433528,0.00009668448],"domain_scores_gemma":[0.9988297,0.000039130948,0.00021495062,0.000050641764,0.0008533472,0.000012192125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013334963,0.000045564175,0.00007080088,0.001097826,0.00016444383,0.00011772906,0.00007726377,0.000065904635,0.00011081876],"category_scores_gemma":[0.0002523685,0.000039575254,0.000008028913,0.0009122375,0.00005970458,0.001014399,0.00005986209,0.00040026414,0.000004424124],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012215164,0.00034852128,0.7890137,0.0001063578,0.000034615445,0.000009805704,0.00269745,0.0000051317897,0.0016855206,0.15526906,0.0325255,0.018182179],"study_design_scores_gemma":[0.0007010342,0.000076065626,0.8145479,0.0002712249,0.000025763835,0.000043494176,0.011051412,0.00047595904,0.00038989226,0.01850137,0.15374455,0.00017135176],"about_ca_topic_score_codex":0.000057102243,"about_ca_topic_score_gemma":6.306849e-7,"teacher_disagreement_score":0.13676769,"about_ca_system_score_codex":0.000033707176,"about_ca_system_score_gemma":0.00009727824,"threshold_uncertainty_score":0.17389709},"labels":[],"label_agreement":null},{"id":"W2138959334","doi":"10.1177/089443930101900107","title":"E-Governance and Smart Communities","year":2001,"lang":"en","type":"article","venue":"Social Science Computer Review","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":334,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Politics; Corporate governance; Sovereignty; Interdependence; Globalization; Political science; Work (physics); Rubric; Economic system; Political economy; Sociology; Public administration; Public relations; Economics; Engineering; Management; Law","score_opus":0.04865979886777134,"score_gpt":0.2619251964257544,"score_spread":0.21326539755798307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138959334","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46156934,0.007252708,0.017707735,0.044878088,0.0017235171,0.0014604251,0.0000076162323,0.00050282583,0.46489772],"genre_scores_gemma":[0.9548649,0.0040537454,0.00077617075,0.03833497,0.0011301098,0.0000054061634,0.0000060988477,0.000012487952,0.00081611174],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990834,0.000007919604,0.00014196927,0.00015293782,0.0004086516,0.00020509375],"domain_scores_gemma":[0.999527,0.000011321194,0.00016705572,0.00013412614,0.0001508094,0.000009720015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055060425,0.00009542981,0.00015523692,0.00005135727,0.00065856683,0.00035560332,0.00045941139,0.000036054258,0.00011596847],"category_scores_gemma":[0.000013392211,0.000092711314,0.000030925086,0.0011460972,0.00031876186,0.0024868913,0.00049048715,0.00016410435,0.000044169075],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031753439,0.000082505765,0.03995454,0.00070617435,0.000011565093,0.000010558642,0.0002541153,0.000003015312,0.00003417967,0.7396554,0.021854222,0.1974306],"study_design_scores_gemma":[0.0001860202,0.0000052793653,0.0378408,0.00061924895,0.000024178813,0.0000041153626,0.00013599997,0.0019201773,0.0000012510742,0.0010878616,0.95793676,0.00023832604],"about_ca_topic_score_codex":0.00018957863,"about_ca_topic_score_gemma":0.00001682471,"teacher_disagreement_score":0.93608254,"about_ca_system_score_codex":0.00006516904,"about_ca_system_score_gemma":0.000025608768,"threshold_uncertainty_score":0.506523},"labels":[],"label_agreement":null},{"id":"W2140393438","doi":"10.1080/09654310903230582","title":"Exploring the Multiple Roles of Lund University in Strengthening Scania's Regional Innovation System: Towards Institutional Learning?","year":2009,"lang":"en","type":"article","venue":"European Planning Studies","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":105,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"Economic and Social Research Council","keywords":"Regional science; State (computer science); Regional development; Regional innovation system; Political science; Innovation system; Economic geography; Sociology; Knowledge management; Business; Management; Geography; Economics; Computer science; Industrial organization","score_opus":0.1155011098202176,"score_gpt":0.24572540494029046,"score_spread":0.13022429512007286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140393438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94808143,0.000047434893,0.00062822964,0.000618109,0.00012218748,0.000099974284,0.0000021219328,0.00009021124,0.050310306],"genre_scores_gemma":[0.99903125,0.000008103919,0.00014330425,0.0001555574,0.00026096,4.670882e-7,0.000018028546,0.000008923553,0.0003734179],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99897623,0.000051581694,0.00027260307,0.00020173026,0.00033209144,0.00016575298],"domain_scores_gemma":[0.9992388,0.000057328598,0.0003342199,0.00010793398,0.00025719317,0.0000045329557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006438543,0.00013958043,0.00016441973,0.00044508354,0.00047737831,0.000046994748,0.0002342449,0.000024931118,0.0000023251223],"category_scores_gemma":[0.00023074761,0.0001266862,0.000029616263,0.0011568381,0.00011056725,0.0010610534,0.0001849564,0.00033499714,0.000008771342],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026080545,0.00012737604,0.25006467,0.00021922725,0.00021913333,0.00020973223,0.0052145654,0.1573785,0.0009900763,0.5752392,0.0016506221,0.008426099],"study_design_scores_gemma":[0.0020568916,0.000050441362,0.7810268,0.0015615141,0.00008461206,0.0000065014647,0.09740772,0.0118351355,0.00009946698,0.00016464162,0.10518069,0.00052560604],"about_ca_topic_score_codex":0.00004791723,"about_ca_topic_score_gemma":0.000009509385,"teacher_disagreement_score":0.57507455,"about_ca_system_score_codex":0.00016674223,"about_ca_system_score_gemma":0.00002099481,"threshold_uncertainty_score":0.51661134},"labels":[],"label_agreement":null},{"id":"W2142059939","doi":"","title":"Managing knowledge for prosperity: Genomics investments and social returns","year":2010,"lang":"en","type":"article","venue":"Integrated Assessment","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Prosperity; Interdependence; Globalization; Element (criminal law); Business; Financial crisis; Economics; International trade; Political science; Economic growth; Market economy; Macroeconomics","score_opus":0.027103190690915335,"score_gpt":0.27210526461261225,"score_spread":0.24500207392169693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142059939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9363028,0.0000065304816,0.0033054224,0.003350437,0.0007814016,0.000968493,0.000027786524,0.00013357586,0.055123564],"genre_scores_gemma":[0.9937272,0.0000015370981,0.003090185,0.0014017619,0.0005950621,0.00005923279,0.00015836689,0.000031248066,0.0009353905],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895334,0.000008137325,0.00021960207,0.00032384164,0.0002313636,0.0002637278],"domain_scores_gemma":[0.99924654,0.00001828807,0.00019822454,0.0001495312,0.0003722954,0.000015120643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043290568,0.00019790277,0.00017617033,0.0001959338,0.00035202387,0.00041034885,0.00020875232,0.00020374965,0.000154288],"category_scores_gemma":[0.00002218628,0.00019518983,0.000046673485,0.00029486523,0.000073091695,0.0007882725,0.00018426144,0.00056161644,0.000014450276],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007677208,0.0005550578,0.04132839,0.00028729276,0.00026681492,0.000008671204,0.0005365956,0.000021993914,0.029870883,0.8612916,0.021105273,0.044650696],"study_design_scores_gemma":[0.0030871946,0.00002954702,0.017303979,0.00005357135,0.00025864,0.0000029624641,0.003780274,0.15421078,0.00088521116,0.03300721,0.78660184,0.00077877135],"about_ca_topic_score_codex":0.00008659591,"about_ca_topic_score_gemma":0.00015014938,"teacher_disagreement_score":0.8282844,"about_ca_system_score_codex":0.00024566086,"about_ca_system_score_gemma":0.00010958626,"threshold_uncertainty_score":0.795961},"labels":[],"label_agreement":null},{"id":"W2143568376","doi":"10.5539/jpl.v6n2p1","title":"How the Corruption Quadruple Helix Affects BRIC: A Case Study of Corruption in Big Emerging Economies","year":2013,"lang":"en","type":"article","venue":"Journal of Politics and Law","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"BRIC; Language change; Emerging markets; China; Economic system; Economics; Political science; Politics; Political economy; Development economics; Macroeconomics; Law","score_opus":0.03265990680066848,"score_gpt":0.23922138186361436,"score_spread":0.20656147506294587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143568376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970418,0.000015438489,0.00018024455,0.0014603137,0.00019743388,0.00017049762,0.0000010298616,0.0000036741426,0.00092952716],"genre_scores_gemma":[0.9990039,0.000004759162,0.00001862711,0.0004181697,0.00033122912,0.0000010545571,6.53054e-7,0.00000669136,0.00021490532],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9993859,0.000017434828,0.00023309763,0.00006899174,0.00016727315,0.00012731686],"domain_scores_gemma":[0.9991651,0.000043408876,0.00050432613,0.000081808656,0.00019295752,0.000012369449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029882186,0.00008046808,0.00015159037,0.00019138255,0.00011997121,0.0002295829,0.0000820355,0.000050594863,0.000023416855],"category_scores_gemma":[0.000028255652,0.00006247527,0.000030349152,0.00016631949,0.00003892214,0.00097585714,0.00006316442,0.00019741447,0.0000014807413],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007967823,0.0015292746,0.43771687,0.00040020072,0.000264789,0.0006628953,0.004645386,0.003228823,0.001993606,0.5369367,0.002368988,0.010172799],"study_design_scores_gemma":[0.016720649,0.001238553,0.26877156,0.0006914122,0.0008681402,0.0015112398,0.52799976,0.107376255,0.00044295558,0.021074371,0.05185983,0.0014452769],"about_ca_topic_score_codex":0.0045481035,"about_ca_topic_score_gemma":0.00075764064,"teacher_disagreement_score":0.52335435,"about_ca_system_score_codex":0.000055728393,"about_ca_system_score_gemma":0.000012485303,"threshold_uncertainty_score":0.68754023},"labels":[],"label_agreement":null},{"id":"W2158011791","doi":"10.5539/ass.v9n5p307","title":"The Concept of Research University: The Implementation in the Context of Malaysian University System","year":2013,"lang":"en","type":"article","venue":"Asian Social Science","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Excellence; Context (archaeology); Dissemination; Institution; Political science; Economic growth; Public relations; Business; Economics","score_opus":0.032948467786348294,"score_gpt":0.282438360098698,"score_spread":0.2494898923123497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158011791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6490587,0.000002321531,0.000088814675,0.010681768,0.000083350424,0.000647758,0.0000073408446,0.0000139273025,0.33941606],"genre_scores_gemma":[0.99956334,6.4800963e-7,0.0000057100747,0.000093080664,0.000056526824,4.1340624e-7,0.0000016440098,0.0000020246907,0.00027659282],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99866444,0.00011319857,0.0001152534,0.00013169281,0.00075358077,0.00022184047],"domain_scores_gemma":[0.99908286,0.00011399471,0.00020476479,0.0001629155,0.00042933514,0.0000061419187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020544843,0.000050780305,0.000071323084,0.00014884317,0.0012237048,0.00011030198,0.0011117843,0.000042473894,0.000044535296],"category_scores_gemma":[0.000030650117,0.000033905788,0.000028977018,0.0028435008,0.0012834182,0.0010705672,0.00025653723,0.0002042595,0.000012507855],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008980544,0.000012811662,0.006244995,0.000010034002,0.000004925967,0.0000015437513,0.002426431,0.0000010766328,0.00029922338,0.9834322,0.0015557329,0.006002061],"study_design_scores_gemma":[0.00035062493,0.000008780134,0.12772177,0.000016895461,0.000009899793,2.2191917e-7,0.8565771,0.00017515021,0.0001321039,0.0006410196,0.01431075,0.00005569749],"about_ca_topic_score_codex":0.003910823,"about_ca_topic_score_gemma":0.00028572962,"teacher_disagreement_score":0.9827912,"about_ca_system_score_codex":0.0002438888,"about_ca_system_score_gemma":0.000103121434,"threshold_uncertainty_score":0.9411872},"labels":[],"label_agreement":null},{"id":"W2164487889","doi":"","title":"Is There a Sustainable Learning Economy Regime","year":2014,"lang":"en","type":"preprint","venue":"Munich Personal RePEc Archive (Ludwig Maximilian University of Munich)","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Université du Québec à Montréal","keywords":"Economics; Information economy; Economy; Economic system; Contrast (vision); Digital economy; Political science; Computer science; Artificial intelligence","score_opus":0.020212147849573977,"score_gpt":0.20280107344827558,"score_spread":0.1825889255987016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164487889","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39967358,0.00015913791,0.0036000772,0.004997241,0.00019944605,0.0010209004,0.000104578095,0.00037261943,0.5898724],"genre_scores_gemma":[0.9082807,0.00015942444,0.0016999542,0.001273623,0.00048823224,0.0000021367232,0.0004981362,0.00012328042,0.08747456],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963177,0.0001721047,0.0005147295,0.001278855,0.00079807686,0.00091853656],"domain_scores_gemma":[0.9959208,0.00018397621,0.0015434624,0.0014246918,0.0008283861,0.00009873298],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00088074233,0.000766785,0.0009853629,0.0010406276,0.0011247079,0.0002493146,0.002575696,0.000818753,0.0025793654],"category_scores_gemma":[0.0001707552,0.0010223002,0.00066379696,0.0005582844,0.0006558685,0.0012449065,0.0067558796,0.0032190657,0.00022872513],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004006156,0.0026890442,0.15451926,0.015960418,0.0059380983,0.0024517993,0.03789798,0.029637855,0.0005020871,0.47423485,0.2590071,0.013155341],"study_design_scores_gemma":[0.0019820372,0.00007059314,0.005669909,0.0006436973,0.0004413573,0.00000759103,0.03283332,0.06684015,0.000015306407,0.015778964,0.8744062,0.0013108494],"about_ca_topic_score_codex":0.009258778,"about_ca_topic_score_gemma":0.00038349227,"teacher_disagreement_score":0.6153991,"about_ca_system_score_codex":0.00060326955,"about_ca_system_score_gemma":0.00040161717,"threshold_uncertainty_score":0.99922276},"labels":[],"label_agreement":null},{"id":"W2166962958","doi":"","title":"Transforming regions into innovation ecosystems: A model for renewing local industrial structures","year":2014,"lang":"en","type":"article","venue":"˜The œinnovation journal","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Open innovation; Position (finance); Business; Business ecosystem; Innovation management; Futures contract; Innovation system; Regional science; Industrial organization; Knowledge management; Economic geography; Marketing; Economics; Sociology; Computer science","score_opus":0.054573829203855305,"score_gpt":0.24714669648191434,"score_spread":0.19257286727805903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166962958","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23937096,0.0000032476614,0.75402087,0.0034282452,0.00060346175,0.00043508256,0.0000042071247,0.00007299137,0.0020609125],"genre_scores_gemma":[0.9914183,6.773767e-7,0.0014128672,0.0033647588,0.0030740679,0.000018717254,0.00008865336,0.000042506406,0.0005794694],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976596,0.000028919709,0.0010081956,0.0002759917,0.0006633781,0.00036387562],"domain_scores_gemma":[0.9969582,0.00006952064,0.0011424358,0.00025517022,0.0015594602,0.00001519454],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021488213,0.00025662957,0.00024585097,0.0011671359,0.0013059481,0.00062205334,0.00045886534,0.0003331877,0.000054170374],"category_scores_gemma":[0.00021296756,0.00021892476,0.00008075692,0.0033875897,0.000069345035,0.002316221,0.0000708205,0.0008717784,0.000008533782],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016466907,0.00003321858,0.00058643083,0.000058205587,0.00008045423,0.0000011770275,0.00033197156,0.06580619,0.004600815,0.86856526,0.020126425,0.039645206],"study_design_scores_gemma":[0.002520575,0.000027602006,0.00005825041,0.000097299846,0.00007234307,0.000018829123,0.0012983759,0.7526838,0.00026909832,0.11171278,0.13089631,0.00034472955],"about_ca_topic_score_codex":0.000052712352,"about_ca_topic_score_gemma":0.00008561789,"teacher_disagreement_score":0.75685245,"about_ca_system_score_codex":0.0003774161,"about_ca_system_score_gemma":0.00019728747,"threshold_uncertainty_score":0.9999942},"labels":[],"label_agreement":null},{"id":"W2167006643","doi":"10.1007/978-3-319-12274-8_21","title":"Innovation in Governance","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Corporate governance; GRASP; Reflection (computer programming); Interpretation (philosophy); Intersection (aeronautics); Epistemology; Redistribution (election); Management science; Sociology; Political science; Knowledge management; Engineering ethics; Engineering; Computer science; Management; Politics; Economics","score_opus":0.025830688367180228,"score_gpt":0.20304516580849016,"score_spread":0.17721447744130994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167006643","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008768193,0.000004817568,0.0022408229,0.0013633324,0.0002648938,0.00020988288,0.000005536206,0.000102448765,0.99493146],"genre_scores_gemma":[0.05637456,0.0000051341744,0.00014007714,0.0066487403,0.00095412263,0.0000021254127,0.000109350156,0.000050330687,0.93571556],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985363,0.000001332784,0.00045262722,0.00034298372,0.00048679666,0.00017998977],"domain_scores_gemma":[0.99874055,0.000014904145,0.0007063902,0.0002872309,0.00024725488,0.0000036860058],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026676324,0.00026269106,0.000249002,0.00048583272,0.000053784668,0.0001207358,0.00028159763,0.00051995023,0.00435351],"category_scores_gemma":[0.000042833686,0.0002918954,0.000040474202,0.0003515917,0.00003362239,0.0007158496,0.00021175452,0.0006047654,0.0011878624],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008584461,0.000007623218,0.0007011411,0.00004379656,0.000010191903,0.0000061674996,0.0000021452427,0.00003881968,0.000011353497,0.9603594,0.035460982,0.0033498127],"study_design_scores_gemma":[0.0003719873,0.0000028449895,0.0008035057,0.00012165981,0.000014578937,3.1472266e-7,0.000006195355,0.00088725233,0.0000048280754,0.040641308,0.95680326,0.00034226105],"about_ca_topic_score_codex":0.00012281972,"about_ca_topic_score_gemma":0.00009672023,"teacher_disagreement_score":0.92134225,"about_ca_system_score_codex":0.00023144571,"about_ca_system_score_gemma":0.00002571939,"threshold_uncertainty_score":0.9999533},"labels":[],"label_agreement":null},{"id":"W2168278945","doi":"10.7202/037508ar","title":"The nanotechnology revolution in Barcelona: innovation &amp; creativity by universities","year":2009,"lang":"en","type":"article","venue":"Management international","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Creativity; Intersection (aeronautics); Engineering; Nanotechnology; Investment (military); Engineering ethics; Business; Political science; Materials science; Transport engineering","score_opus":0.01640281619494541,"score_gpt":0.22836176328437596,"score_spread":0.21195894708943055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168278945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62862736,0.000017368324,0.018863833,0.034370415,0.0005419726,0.00038209834,0.000010144467,0.00020400509,0.31698284],"genre_scores_gemma":[0.976566,0.000021738439,0.00033761002,0.0024567512,0.0001461945,0.0000063686184,0.0001874508,0.000008016926,0.020269874],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987992,0.0000095849555,0.00026300125,0.00025130177,0.00046167843,0.00021522473],"domain_scores_gemma":[0.9993557,0.000024001994,0.00023189156,0.00020277302,0.00018160907,0.000004069284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039699447,0.00013614261,0.000090284055,0.0006768529,0.0002480756,0.00018196137,0.00050751906,0.00011750685,0.00019108827],"category_scores_gemma":[0.000033153392,0.00013359873,0.000028426697,0.0012020839,0.00006521883,0.0012287416,0.00023232229,0.00025950166,0.00010847044],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005554007,0.00009968999,0.009479001,0.00000719614,0.00003644384,0.000006233524,0.00001780315,0.00020982961,0.00028573917,0.9201364,0.061789215,0.007876897],"study_design_scores_gemma":[0.00090036064,0.000009326127,0.032771487,0.00003526011,0.000017933053,8.387839e-7,0.0011637858,0.0032104112,0.000058609156,0.029433938,0.93216926,0.00022878656],"about_ca_topic_score_codex":0.000114782626,"about_ca_topic_score_gemma":0.0000640618,"teacher_disagreement_score":0.8907025,"about_ca_system_score_codex":0.0005358782,"about_ca_system_score_gemma":0.000011129755,"threshold_uncertainty_score":0.5447998},"labels":[],"label_agreement":null},{"id":"W2176505244","doi":"10.2495/dne-v10-n3-233-241","title":"In’ or ‘as’ space?: a model of complexity, with philosophical, simulatory, and empirical ramifications","year":2015,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Epistemology; Relation (database); Complex system; Maximization; Computer science; Space (punctuation); Extension (predicate logic); Entropy (arrow of time); Autonomy; Theoretical computer science; Mathematics; Artificial intelligence; Philosophy; Data mining; Mathematical optimization; Physics","score_opus":0.0837831963211236,"score_gpt":0.3018141151563689,"score_spread":0.2180309188352453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2176505244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9313958,0.000035883306,0.046676375,0.020434907,0.00015336608,0.00011886744,0.000009482505,0.000008136658,0.0011671433],"genre_scores_gemma":[0.9917077,0.000017392751,0.0063535445,0.001601475,0.00020889888,4.304167e-7,0.0000048389625,0.000009847216,0.00009590272],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990031,0.000011938473,0.0002880305,0.000116950265,0.0004916187,0.00008835596],"domain_scores_gemma":[0.9987042,0.00006506017,0.00040958246,0.00007034784,0.0007221785,0.000028656625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003360041,0.00010573265,0.00017619971,0.00041200282,0.000032025375,0.000090155576,0.00023022953,0.00018017301,0.000014251833],"category_scores_gemma":[0.00012234799,0.00008342265,0.00002446663,0.00023861587,0.000098063276,0.0010970877,0.0000942463,0.0005071849,0.0000011794716],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004595373,0.0010114808,0.08602985,0.00008191098,0.00054309884,0.00032385194,0.00082244386,0.22898515,0.0006130785,0.67150396,0.0047270264,0.0007627927],"study_design_scores_gemma":[0.0023625337,0.00008691408,0.0016919019,0.000086347776,0.000056374825,0.000083393716,0.00041994848,0.8548546,0.000012605357,0.13869326,0.0014915804,0.0001605799],"about_ca_topic_score_codex":0.0000140831,"about_ca_topic_score_gemma":0.000016734111,"teacher_disagreement_score":0.6258694,"about_ca_system_score_codex":0.000085448315,"about_ca_system_score_gemma":0.00012708851,"threshold_uncertainty_score":0.3401877},"labels":[],"label_agreement":null},{"id":"W2179910883","doi":"","title":"The Mode and Common Points of the Innovation of Industry University Research Cooperation in the Main Developed Countries","year":2015,"lang":"en","type":"article","venue":"Cross-cultural communication","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Mode (computer interface); Industrial organization; Politics; Innovation system; Political science; Computer science","score_opus":0.1033931062795765,"score_gpt":0.3456435577288421,"score_spread":0.2422504514492656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2179910883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98508435,0.000020173404,0.000021979937,0.008366678,0.000031389867,0.0003381176,0.0000074972404,0.000010155845,0.006119674],"genre_scores_gemma":[0.99917895,0.000019198831,0.000051481366,0.00027560123,0.00002344812,0.0000023583343,0.000047185007,0.0000044289873,0.00039734325],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99882543,0.00020080486,0.00028604164,0.00010083091,0.00046148864,0.00012539954],"domain_scores_gemma":[0.99712855,0.0001770132,0.00034838228,0.0004922062,0.0018491456,0.0000047203134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023566165,0.00008035477,0.00009448872,0.000109515444,0.0008347244,0.00029693043,0.0008747522,0.00017871977,0.000004678526],"category_scores_gemma":[0.00049379165,0.000048646656,0.000013741622,0.0018815373,0.00076526403,0.0016589796,0.0005418838,0.0006995264,0.0000023943987],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018560638,0.00006250881,0.2560445,0.0000356753,0.000015981077,3.537833e-7,0.00214827,0.00062827574,0.0011621233,0.73528945,0.003680131,0.00074711716],"study_design_scores_gemma":[0.0033990513,0.00003895872,0.7302447,0.00029067392,0.000045588586,0.000003850718,0.06142247,0.014331159,0.0034184528,0.022804128,0.16360481,0.00039619155],"about_ca_topic_score_codex":0.0013512184,"about_ca_topic_score_gemma":0.001184613,"teacher_disagreement_score":0.7124853,"about_ca_system_score_codex":0.00017433832,"about_ca_system_score_gemma":0.00009004049,"threshold_uncertainty_score":0.6420109},"labels":[],"label_agreement":null},{"id":"W2185435178","doi":"10.1080/03081070902993038","title":"Interaction information: linear and nonlinear interpretations","year":2009,"lang":"en","type":"article","venue":"International Journal of General Systems","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University","keywords":"Cybernetics; Computer science; Image (mathematics); Artificial intelligence","score_opus":0.016183394143883412,"score_gpt":0.2502565577289773,"score_spread":0.2340731635850939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2185435178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9226936,0.00005025838,0.035250526,0.010389869,0.0052546132,0.00018669896,0.000014313076,0.00004925873,0.026110832],"genre_scores_gemma":[0.99361724,0.000007540035,0.0008947785,0.0021598127,0.0029698606,5.861159e-7,0.000023686536,0.0000047772373,0.0003217211],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988157,0.000009260622,0.00050933677,0.00006782297,0.00051206263,0.000085808555],"domain_scores_gemma":[0.9979903,0.0000136254985,0.0007439596,0.00006315298,0.0011726252,0.000016336515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024172763,0.00009709932,0.00012925157,0.00046574135,0.000060303388,0.00039924905,0.0002517793,0.00007722048,0.000057763875],"category_scores_gemma":[0.00008277428,0.00009039734,0.00005518594,0.00017042464,0.000016504251,0.0045899055,0.000049150778,0.00024180465,0.00004061293],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017437836,0.0009186694,0.05729806,0.0001917411,0.0016304499,0.0002785191,0.0022150516,0.16268274,0.011584757,0.5371619,0.10866977,0.11562456],"study_design_scores_gemma":[0.0020605668,0.00010066582,0.007968206,0.00030034775,0.00007683072,0.0003286464,0.0014732184,0.33597407,0.00017457962,0.0011892118,0.65000504,0.000348621],"about_ca_topic_score_codex":0.00006895395,"about_ca_topic_score_gemma":0.0000022809918,"teacher_disagreement_score":0.5413353,"about_ca_system_score_codex":0.00011999532,"about_ca_system_score_gemma":0.000025469475,"threshold_uncertainty_score":0.38499677},"labels":[],"label_agreement":null},{"id":"W2186638220","doi":"","title":"Comparing Organizational Structure and Design in Canadian & Russian Enterprises based in P.R. of China (Specialized in Hi-tech and Nano-technologies)","year":2011,"lang":"en","type":"article","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"China; Organizational structure; High tech; Delegation; Business; Decentralization; Joint venture; Joint (building); Organizational architecture; Industrial organization; Knowledge management; Management; Business administration; Political science; Engineering; Economics; Computer science; Market economy","score_opus":0.02373796822331167,"score_gpt":0.19480837507114143,"score_spread":0.17107040684782976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186638220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991515,0.000007554041,0.0010429804,0.00036911908,0.000024192768,0.00022070088,0.000003000606,0.000032882042,0.0067845774],"genre_scores_gemma":[0.9981448,0.0000020745772,0.0016512356,0.0001499869,0.000009769447,0.0000012336747,0.000009520609,0.0000086356795,0.000022741084],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999295,0.000010289052,0.00021424619,0.00018118898,0.00011792532,0.00018135791],"domain_scores_gemma":[0.99976116,0.000012234079,0.000099117016,0.00009053653,0.000027027905,0.000009919226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016133212,0.00010754985,0.00016795268,0.0009420617,0.00003903291,0.000039702325,0.00014229715,0.0001572031,0.000345715],"category_scores_gemma":[0.000059853814,0.00011172086,0.000005893534,0.00095752627,0.000050080565,0.00047167242,0.00009643796,0.00017087888,7.060323e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028131191,0.00002586598,0.964743,0.000022882195,0.0000030140252,0.000007671113,0.000090277514,0.00012653196,0.0004047598,0.03438908,0.000028728236,0.00013006043],"study_design_scores_gemma":[0.0014933359,0.0000060767293,0.9740062,0.00007382704,0.0000056193817,5.817607e-7,0.0005511714,0.016728543,0.0017488815,0.0050757946,0.00013480148,0.00017521539],"about_ca_topic_score_codex":0.110125825,"about_ca_topic_score_gemma":0.22154613,"teacher_disagreement_score":0.111420296,"about_ca_system_score_codex":0.00013785061,"about_ca_system_score_gemma":0.000067359426,"threshold_uncertainty_score":0.89579993},"labels":[],"label_agreement":null},{"id":"W2197904385","doi":"","title":"Constructing Regional Advantage at the Northern Edge","year":2005,"lang":"en","type":"article","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cluster (spacecraft); Corporate governance; Associative property; Economic geography; Knowledge base; Triple helix; Regional science; Base (topology); Knowledge management; Business; Geography; Industrial organization; Computer science; Artificial intelligence; Mathematics","score_opus":0.023434898058706483,"score_gpt":0.21600157053499158,"score_spread":0.1925666724762851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2197904385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56526667,0.0000067264714,0.0008715846,0.013355303,0.0001029829,0.00010992911,0.0000018445792,0.000100075886,0.42018488],"genre_scores_gemma":[0.9537448,8.922956e-7,0.0003779271,0.009723415,0.0012421779,0.0000019244278,0.000025448539,0.00001582205,0.034867574],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99915475,0.000004378025,0.00015484853,0.00018174617,0.00031298722,0.0001912685],"domain_scores_gemma":[0.99948674,0.000033510994,0.0001646345,0.00019920047,0.000109013985,0.0000069214493],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016187722,0.00011243082,0.0000790208,0.000072203664,0.00033869065,0.00010862121,0.00022754243,0.00007437835,0.003315352],"category_scores_gemma":[0.00002099971,0.000085154825,0.000044106648,0.00029471616,0.000081309656,0.001025296,0.00026612778,0.00019711087,0.0009959973],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003829316,0.000061263265,0.4004718,0.000019204419,0.000049566024,0.000008151922,0.00006411271,0.00043831932,0.00047826604,0.49593654,0.07118751,0.031246949],"study_design_scores_gemma":[0.00057347,0.0000019840313,0.0022607513,0.000011249078,0.000025816542,0.00000870467,0.002652554,0.005299427,0.0002000077,0.00050748547,0.9882302,0.00022833445],"about_ca_topic_score_codex":0.00007417948,"about_ca_topic_score_gemma":0.0011500865,"teacher_disagreement_score":0.91704273,"about_ca_system_score_codex":0.0001873337,"about_ca_system_score_gemma":0.000013722109,"threshold_uncertainty_score":0.99978185},"labels":[],"label_agreement":null},{"id":"W2203713415","doi":"","title":"Innovation: Rejuvenation or Sustainability?","year":2010,"lang":"en","type":"article","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"PQ Corporation (Canada)","funders":"","keywords":"Sustainability; Rejuvenation; Innovation management; Ideation; Business; Risk analysis (engineering); Knowledge management; Marketing; Computer science; Psychology; Medicine; Cognitive science; Gerontology","score_opus":0.02114550732266938,"score_gpt":0.24147662543305853,"score_spread":0.22033111811038916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2203713415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74712014,1.9465047e-7,0.006836143,0.016318193,0.0004485157,0.00027710685,9.033891e-7,0.00025248664,0.2287463],"genre_scores_gemma":[0.96905416,8.197951e-8,0.00067587354,0.005095027,0.00064050325,0.00000538539,0.000028464503,0.000012252457,0.024488226],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990671,0.0000028005436,0.00023081308,0.00020896555,0.00031991434,0.00017039619],"domain_scores_gemma":[0.99843967,0.000021486057,0.00017511143,0.00025292617,0.001105644,0.000005149647],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003894762,0.00010557008,0.00008393695,0.0003977264,0.00017745742,0.00020599905,0.00020009946,0.00017188425,0.004890057],"category_scores_gemma":[0.00050058716,0.00009234496,0.00001942089,0.0021793786,0.000043072938,0.0023369163,0.00013551423,0.00037119648,0.00015574963],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027826827,0.000059530837,0.018478109,0.000028322822,0.0000063441903,0.000004301785,0.000011197839,0.000024606432,0.0008875083,0.9575907,0.018833157,0.004048388],"study_design_scores_gemma":[0.0007963437,0.0000092984055,0.01730465,0.0000057071948,0.000016863738,0.000002133254,0.0009090677,0.005845184,0.0004822179,0.045011744,0.9293,0.00031675768],"about_ca_topic_score_codex":0.00011815931,"about_ca_topic_score_gemma":0.000105536266,"teacher_disagreement_score":0.91257894,"about_ca_system_score_codex":0.00008686458,"about_ca_system_score_gemma":0.00007011472,"threshold_uncertainty_score":0.9960196},"labels":[],"label_agreement":null},{"id":"W2256210963","doi":"","title":"From the Global to the Local: New Policies for New Technologies","year":2002,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Simon Fraser University","funders":"","keywords":"Business; Computer science; Computer security; Internet privacy; Political science","score_opus":0.09593399094744402,"score_gpt":0.2816058070991693,"score_spread":0.1856718161517253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2256210963","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.089222446,0.00048890105,0.002717628,0.8404605,0.0019792004,0.0018615747,0.000042725598,0.00046089521,0.06276617],"genre_scores_gemma":[0.92383325,0.00008247627,0.00033256915,0.014297065,0.0012066987,0.000051590225,0.000033342447,0.000028768516,0.06013426],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979241,0.00005117084,0.00038025068,0.00055117445,0.0006441022,0.00044919667],"domain_scores_gemma":[0.9985229,0.00013941096,0.0006862514,0.0004329944,0.00015876716,0.000059699425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029341903,0.00031062425,0.00025360053,0.00012439924,0.00054060086,0.00058450823,0.0005947325,0.00019384542,0.00052804797],"category_scores_gemma":[0.00013270884,0.00024447593,0.000047363083,0.0013888895,0.00010423312,0.0005512684,0.00022221271,0.0007299193,0.00015639291],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000116546194,0.000116054754,0.1143141,0.00003818182,0.000026705406,9.3739186e-7,0.00042695305,0.0003625214,0.000012563363,0.58231723,0.17923142,0.123036765],"study_design_scores_gemma":[0.0005909527,0.000079500554,0.09774712,0.00022028337,0.00003073627,5.8222366e-7,0.0070828893,0.0013744738,0.000011130399,0.034878757,0.85763294,0.00035065165],"about_ca_topic_score_codex":0.01174907,"about_ca_topic_score_gemma":0.003921344,"teacher_disagreement_score":0.83461076,"about_ca_system_score_codex":0.00067335117,"about_ca_system_score_gemma":0.00024583936,"threshold_uncertainty_score":0.99694395},"labels":[],"label_agreement":null},{"id":"W2265788877","doi":"10.18260/1-2--19042","title":"A Comparative Analysis of Technology Innovation Centers of Excellence Across the World: Secrets to Success","year":2020,"lang":"en","type":"article","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Council for Canadian Studies; Purdue University; American Society for Engineering Education","keywords":"Excellence; Innovation management; Patent analysis; Computer science; Data science; Business; Knowledge management; Political science","score_opus":0.039579668756591344,"score_gpt":0.28409487813621503,"score_spread":0.24451520937962368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2265788877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9595855,0.0000015736737,0.012566214,0.013366218,0.000031045445,0.00020565426,0.000012685809,0.000042284253,0.014188845],"genre_scores_gemma":[0.996356,2.531633e-7,0.00021489433,0.002996428,0.000032058502,0.0000027922506,0.0000196464,0.000003773696,0.00037416106],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990322,0.000005951592,0.00033472883,0.00019229483,0.00029703093,0.00013781605],"domain_scores_gemma":[0.9988458,0.000026670074,0.0004233405,0.00018747343,0.000510962,0.000005739541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016502525,0.00009815298,0.0002662572,0.0008260767,0.00008117044,0.000038663606,0.00041971606,0.00005992416,0.00035401],"category_scores_gemma":[0.000046915156,0.00008011068,0.00004459643,0.01889211,0.00009423811,0.0004625242,0.00033519603,0.00014678863,0.000012268558],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019007004,0.000143867,0.60385597,0.00009865163,0.0010117695,0.0000024763747,0.0016134601,0.018079344,0.025885927,0.34196544,0.0063183,0.0008347377],"study_design_scores_gemma":[0.00391379,0.00017057682,0.2993828,0.00024048299,0.0023022844,4.880737e-7,0.08303289,0.3450657,0.13006847,0.001924246,0.13223918,0.0016590586],"about_ca_topic_score_codex":0.00017925646,"about_ca_topic_score_gemma":0.00021038858,"teacher_disagreement_score":0.3400412,"about_ca_system_score_codex":0.00002795628,"about_ca_system_score_gemma":0.000010787912,"threshold_uncertainty_score":0.9077033},"labels":[],"label_agreement":null},{"id":"W2291707170","doi":"","title":"Editorial: Innovation and Entrepreneurship","year":2014,"lang":"en","type":"editorial","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Innovation management; Political science; Product (mathematics); Product innovation; Library science; Management; Public relations; Business; Marketing; Economics","score_opus":0.015209530250662002,"score_gpt":0.22158369289757573,"score_spread":0.20637416264691374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2291707170","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006710754,0.000003770242,0.00059363793,0.0004946439,0.9480295,0.00020787334,0.0000125010065,0.00024307566,0.049743894],"genre_scores_gemma":[0.001368748,0.00000380938,0.00005937851,0.00071071996,0.9873898,0.000006097202,0.0007223733,0.000054335094,0.009684717],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974047,0.000012090872,0.0004146906,0.0005611214,0.0013300243,0.00027740697],"domain_scores_gemma":[0.9975818,0.00019262497,0.0006692998,0.0003655881,0.0011804196,0.000010262982],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00066469563,0.0003486301,0.00032596337,0.00067570194,0.00016915612,0.000640305,0.00035081283,0.0016883794,0.00042669353],"category_scores_gemma":[0.0012248454,0.00036413388,0.00003955124,0.0010001609,0.000055381155,0.0012949965,0.00039791362,0.0011818509,0.00022939863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023319033,0.000022010401,0.0005380578,0.00011722896,0.000025177744,9.0550174e-7,0.0000037942248,0.000005223817,0.000024614379,0.044368695,0.9543779,0.00049310847],"study_design_scores_gemma":[0.0006016118,0.000007156558,0.000028684814,0.000048805872,0.00006936654,6.914095e-8,0.00002229933,0.00014802128,0.000007683063,0.0038171005,0.99486727,0.00038194776],"about_ca_topic_score_codex":0.00025930323,"about_ca_topic_score_gemma":0.000020464198,"teacher_disagreement_score":0.040551595,"about_ca_system_score_codex":0.00011289434,"about_ca_system_score_gemma":0.00007131018,"threshold_uncertainty_score":0.9998811},"labels":[],"label_agreement":null},{"id":"W2296007138","doi":"10.5220/0005484704420446","title":"Design Thinking and ICT to Create Sustainable Development Actions - Design Thinking, ICT and Sustainable Development","year":2015,"lang":"en","type":"article","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Information and Communications Technology; Design thinking; Intuition; Sustainable development; Knowledge management; Computer science; Critical systems thinking; Sustainable design; Creativity; Creative thinking; Management science; Engineering management; Critical thinking; Sustainability; Engineering; Human–computer interaction; Psychology; World Wide Web; Mathematics education","score_opus":0.05983383965986438,"score_gpt":0.23641481684031762,"score_spread":0.17658097718045324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2296007138","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18330625,0.00004216615,0.7638959,0.0020729892,0.00011035804,0.0016399341,2.9846868e-7,0.00045292344,0.04847916],"genre_scores_gemma":[0.69096243,0.000006739028,0.19993769,0.0046119476,0.0002318967,0.0000931541,0.000023215338,0.000093951654,0.10403899],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972974,0.000041752173,0.00040494814,0.00057646865,0.0007709883,0.0009084602],"domain_scores_gemma":[0.9985667,0.000078480225,0.0002260733,0.0002464783,0.0007773603,0.00010492804],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0025974666,0.00037785785,0.00028823534,0.0007188692,0.0016270274,0.0013150203,0.00035488931,0.0002101977,0.00015737712],"category_scores_gemma":[0.00018891219,0.00037430666,0.000020342111,0.0010628654,0.000049493377,0.0030646794,0.0011648437,0.00030653094,0.00007148404],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007979005,0.000637261,0.03491205,0.0009061813,0.00064751966,0.0007915947,0.023566047,0.021013077,0.00036606233,0.7789526,0.12909617,0.008313559],"study_design_scores_gemma":[0.003128662,0.0000972802,0.007606752,0.00016992669,0.00016306435,0.000020787716,0.09922395,0.0059023187,0.003487746,0.02554341,0.85279894,0.0018571742],"about_ca_topic_score_codex":0.00055166875,"about_ca_topic_score_gemma":0.000024760122,"teacher_disagreement_score":0.75340915,"about_ca_system_score_codex":0.0008576388,"about_ca_system_score_gemma":0.0005051385,"threshold_uncertainty_score":0.9998709},"labels":[],"label_agreement":null},{"id":"W2311227216","doi":"","title":"Innovation Happens in Systems: Implications for Science, Technology and Innovation Policy","year":2005,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Science policy; Political science; Public policy; Intervention (counseling); Technology policy; Technological change; Action (physics); Economic interventionism; Economic growth; Business; Economic policy; Economics; Public administration; Sociology; Social science; Politics","score_opus":0.02435502574212697,"score_gpt":0.2406423827626875,"score_spread":0.21628735702056054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2311227216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94607306,0.000006036148,0.008480001,0.012982403,0.00008284045,0.00061959604,0.000026096708,0.00016082723,0.031569142],"genre_scores_gemma":[0.9964728,0.0000027108704,0.00044075324,0.0007819523,0.0002256823,0.000003853704,0.00006455839,0.000013453886,0.0019942836],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988384,0.000004976323,0.00027336835,0.00038465174,0.00018504752,0.0003135568],"domain_scores_gemma":[0.9985347,0.000021661832,0.0003026473,0.00024963653,0.00088065176,0.000010743434],"candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.00035807025,0.00014789662,0.00015070887,0.01696773,0.00043750246,0.00015898132,0.00038756788,0.0002157641,0.0000124301805],"category_scores_gemma":[0.00017455069,0.0001875166,0.000015303383,0.037216768,0.00023341722,0.0029722543,0.00023806494,0.00021969323,0.000015582298],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014462628,0.0000382756,0.3110416,0.00001925685,0.0000055530736,7.6935027e-7,0.0000026352518,0.00035881158,0.00022296907,0.68502,0.0015024213,0.0017732047],"study_design_scores_gemma":[0.0020688535,0.000020304518,0.019023007,0.00005497884,0.000031923737,2.6621182e-8,0.0063681067,0.0070364755,0.00037446726,0.008649245,0.9559644,0.00040819612],"about_ca_topic_score_codex":0.00016642641,"about_ca_topic_score_gemma":0.0015043591,"teacher_disagreement_score":0.954462,"about_ca_system_score_codex":0.00054540904,"about_ca_system_score_gemma":0.00016259542,"threshold_uncertainty_score":0.9941741},"labels":[],"label_agreement":null},{"id":"W2320418569","doi":"10.1177/2059799116635805","title":"What does it mean to be innovative?","year":2016,"lang":"en","type":"article","venue":"Methodological Innovations","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Psychology","score_opus":0.27652486286750544,"score_gpt":0.35722219385860526,"score_spread":0.08069733099109982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320418569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43969658,0.0000024483948,0.31928265,0.21502203,0.0011411074,0.0004491748,0.000017981749,0.00032544232,0.024062587],"genre_scores_gemma":[0.78698385,0.000007550614,0.06007673,0.13131626,0.0014658129,0.00007787729,0.0000555255,0.000049761245,0.01996663],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99778974,0.000091281276,0.00058034493,0.0005651366,0.0005384337,0.0004350378],"domain_scores_gemma":[0.9971255,0.0006210325,0.0003495818,0.00045774737,0.0014204723,0.000025634217],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022816628,0.0002711164,0.00032169887,0.0007478201,0.00033904176,0.00040393128,0.0005388202,0.0003017015,0.0033906351],"category_scores_gemma":[0.002936078,0.00016305197,0.000057107914,0.0061096516,0.00014875513,0.003597729,0.00056147313,0.0003605145,0.00042515973],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047430865,0.00012104439,0.0038828906,0.000013323506,0.000046122015,0.000007779629,0.00017156347,0.000023036324,0.0350941,0.9200018,0.026881592,0.013709287],"study_design_scores_gemma":[0.00077142776,0.000035311787,0.009462415,0.00009395689,0.000027568629,0.0000016492123,0.0037446646,0.00006959924,0.003955347,0.05926806,0.9219648,0.00060515275],"about_ca_topic_score_codex":0.00002637174,"about_ca_topic_score_gemma":0.00007164934,"teacher_disagreement_score":0.89508325,"about_ca_system_score_codex":0.00015375184,"about_ca_system_score_gemma":0.000033100892,"threshold_uncertainty_score":0.9975204},"labels":[],"label_agreement":null},{"id":"W2323655218","doi":"10.22215/timreview/1059","title":"Editorial: Insights (March 2017)","year":2017,"lang":"en","type":"editorial","venue":"Technology Innovation Management Review","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Carleton University; Queen's University","funders":"","keywords":"Ambidexterity; Entrepreneurship; Outsourcing; Management; Knowledge management; Business; Political science; Sociology; Library science; Computer science; Marketing; Economics; Finance","score_opus":0.02650707464854381,"score_gpt":0.28056985259960016,"score_spread":0.25406277795105636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2323655218","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013940661,0.0025949138,0.00047574672,0.006902756,0.87359077,0.0020880955,0.000027721568,0.0010372109,0.11326883],"genre_scores_gemma":[0.000045400506,0.013826143,0.0003372686,0.0024404204,0.9642963,0.00027002484,0.002289744,0.00012717201,0.016367542],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.994206,0.000024376746,0.0014445336,0.0012793253,0.0023752074,0.00067052623],"domain_scores_gemma":[0.99069375,0.00006216129,0.0036562504,0.0026141352,0.0029599653,0.000013714582],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0016109917,0.000868353,0.0011900673,0.0041401773,0.0008013224,0.00055582455,0.0032838138,0.0030664315,0.00047148825],"category_scores_gemma":[0.0014753352,0.00091072504,0.00016063683,0.0056550675,0.00031342814,0.0021932258,0.0023480058,0.0032670267,0.0021090086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009652072,0.000070951886,0.000023029019,0.0052818824,0.00019668468,0.000030073466,8.5168284e-7,8.6489155e-7,0.0000049236323,0.19496769,0.79260254,0.00681088],"study_design_scores_gemma":[0.0007381208,0.000015012444,0.000006920003,0.004914132,0.00053263287,5.40376e-7,0.000019089392,0.000013195906,0.0000024904307,0.012655606,0.98026913,0.00083310326],"about_ca_topic_score_codex":0.000042358442,"about_ca_topic_score_gemma":0.000013042979,"teacher_disagreement_score":0.18766664,"about_ca_system_score_codex":0.0004701767,"about_ca_system_score_gemma":0.00015574605,"threshold_uncertainty_score":0.99933434},"labels":[],"label_agreement":null},{"id":"W2341648103","doi":"10.1080/08109028.2015.1110425","title":"Can processes make relationships work? The Triple Helix between structure and action","year":2014,"lang":"en","type":"article","venue":"Prometheus","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Triple helix; Excellence; Knowledge management; Action (physics); Perspective (graphical); Work (physics); Shareholder; Process (computing); Business; Process management; Sociology; Management; Political science; Computer science; Engineering; Corporate governance; Economics","score_opus":0.05353415048202702,"score_gpt":0.23724535840977046,"score_spread":0.18371120792774343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341648103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982212,0.000015172956,0.002067292,0.010971157,0.0001375731,0.0003511284,0.000008831831,0.000104039085,0.0041327947],"genre_scores_gemma":[0.9968441,0.0000019272645,0.00026716743,0.00044077067,0.00058034563,0.000006205912,0.000028725113,0.000015211985,0.0018155616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992254,0.00002822853,0.00014147346,0.00019402422,0.00025795898,0.00015292474],"domain_scores_gemma":[0.9993545,0.00010936538,0.0002059243,0.00017456892,0.00014552278,0.000010120937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004253178,0.000116944524,0.00010930711,0.00014930515,0.00042771778,0.00022489727,0.00017502399,0.00013624084,0.0000762059],"category_scores_gemma":[0.00044673224,0.000080432255,0.000015786922,0.0010410255,0.000050139104,0.0005016225,0.00010277245,0.00041440787,0.000014018311],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003620311,0.000029330104,0.9247131,0.00026676597,0.000069556576,6.581808e-7,0.00034577955,0.00012734623,0.0002045405,0.017018074,0.0020610017,0.055127677],"study_design_scores_gemma":[0.0012788867,0.000024708726,0.5828854,0.000108760905,0.0002611191,0.000002542129,0.001129246,0.0012884167,0.0007736013,0.07707382,0.33457735,0.0005961327],"about_ca_topic_score_codex":0.000062790576,"about_ca_topic_score_gemma":0.00008845647,"teacher_disagreement_score":0.34182766,"about_ca_system_score_codex":0.000037668913,"about_ca_system_score_gemma":0.000018124034,"threshold_uncertainty_score":0.32897025},"labels":[],"label_agreement":null},{"id":"W2344291143","doi":"10.4000/map.2242","title":"Présentation de « Théorie de la communication versus structuralisme » de C. Metz","year":2016,"lang":"fr","type":"article","venue":"Mise au point","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Presentation (obstetrics); Structuralism (philosophy of science); Philosophy; Psychoanalysis; Epistemology; Psychology; Medicine","score_opus":0.02229303923150109,"score_gpt":0.25889995721985454,"score_spread":0.23660691798835345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344291143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8816617,0.00019926818,0.01965808,0.058621205,0.00093005947,0.00030603656,0.000026623999,0.00012620132,0.03847081],"genre_scores_gemma":[0.9853877,0.000094616495,0.003850903,0.001283207,0.000947586,0.00000793412,0.000043815824,0.000035071997,0.008349187],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99854785,0.0001686469,0.00027400116,0.00023850816,0.0003001391,0.00047088196],"domain_scores_gemma":[0.99868643,0.00027641392,0.0003543738,0.00042477815,0.00021385081,0.00004415797],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009173209,0.00021084199,0.00015639942,0.00015138811,0.0003169797,0.00025336866,0.00039068537,0.00033499624,0.0013487579],"category_scores_gemma":[0.0003288343,0.00020576804,0.00008021937,0.0003594775,0.0001914515,0.0018933003,0.00024928033,0.00031860996,0.00014956608],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008180163,0.00034930484,0.09714128,0.00042715916,0.00044668227,0.00007772359,0.0030513036,0.0011561464,0.024697602,0.7212791,0.10328865,0.047267016],"study_design_scores_gemma":[0.017985402,0.00009335138,0.12569734,0.0018641622,0.0012780273,0.000046878267,0.009314558,0.019071363,0.01672049,0.1615143,0.6444386,0.0019755298],"about_ca_topic_score_codex":0.0021630314,"about_ca_topic_score_gemma":0.00014027678,"teacher_disagreement_score":0.5597648,"about_ca_system_score_codex":0.001969082,"about_ca_system_score_gemma":0.00021681876,"threshold_uncertainty_score":0.9995642},"labels":[],"label_agreement":null},{"id":"W246146056","doi":"10.1007/978-94-017-9570-8_4","title":"Linking University Research and Innovation in the BRICS","year":2015,"lang":"en","type":"book-chapter","venue":"Higher education dynamics","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"European union; Political science; Regional science; Economic geography; Business; International trade; Sociology; Economics","score_opus":0.10204996416923783,"score_gpt":0.2962531336747221,"score_spread":0.19420316950548427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W246146056","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016061584,0.000044609413,0.0001254873,0.005696848,0.0006052878,0.00039375693,0.000011235793,0.000042775275,0.9770184],"genre_scores_gemma":[0.15021425,0.000022071968,0.00012848528,0.001387948,0.0010669369,0.0000019115457,0.0007409319,0.000040214156,0.8463972],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856174,0.000015607364,0.00024397217,0.00031064064,0.00068667525,0.0001813821],"domain_scores_gemma":[0.9980716,0.000059795857,0.00033618533,0.00031590153,0.0012076241,0.000008901242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010403742,0.0001771098,0.00014010342,0.001652653,0.00022287197,0.00024312714,0.00039605738,0.00045132264,0.00018996287],"category_scores_gemma":[0.000025010757,0.00018575559,0.000017985209,0.0013487194,0.00012104783,0.0007673352,0.00023944705,0.001099823,0.00007156711],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010569044,0.000049861956,0.0039897547,0.00004987948,0.000007765712,0.0000040125433,0.00006221612,0.000022526974,5.955962e-7,0.9785523,0.015635049,0.0016154911],"study_design_scores_gemma":[0.00018246325,0.000006370354,0.0026814598,0.000103019185,0.00002090763,0.0000011382755,0.0005658516,0.0008232238,3.031158e-8,0.14625794,0.8491687,0.0001888913],"about_ca_topic_score_codex":0.00017299666,"about_ca_topic_score_gemma":0.00012545721,"teacher_disagreement_score":0.83353364,"about_ca_system_score_codex":0.0008837382,"about_ca_system_score_gemma":0.00027072307,"threshold_uncertainty_score":0.7574893},"labels":[],"label_agreement":null},{"id":"W2476256965","doi":"10.4018/978-1-60566-952-6.ch001","title":"The Knowledge Society","year":2010,"lang":"en","type":"book-chapter","venue":"Advances in information security, privacy, and ethics book series","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Knowledge society; Industrialisation; Industrial society; Knowledge economy; Sociology of scientific knowledge; Social science; Political science; Sociology; Environmental ethics; Law; Philosophy; Anthropology","score_opus":0.022336261346102986,"score_gpt":0.25698667276406284,"score_spread":0.23465041141795986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476256965","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013909605,0.0017706491,0.00036432105,0.0056837643,0.0031367906,0.00044516294,0.000026604173,0.00013972982,0.9882939],"genre_scores_gemma":[0.047080085,0.23015699,0.0031779208,0.054030683,0.023852983,0.0001753137,0.0019568896,0.0004075815,0.6391616],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983122,0.000007987557,0.00058941595,0.0002155505,0.00060609914,0.00026878965],"domain_scores_gemma":[0.9979436,0.00028973052,0.00072644727,0.0003864331,0.0006359601,0.000017848484],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010061263,0.00034845457,0.00026389354,0.0001756732,0.0009994537,0.0006835047,0.0005206287,0.0012607609,0.00012700197],"category_scores_gemma":[0.00026962033,0.0003107537,0.00008958521,0.00012241317,0.0006393787,0.01792996,0.00085130666,0.003636818,0.00012102784],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002727014,0.0000069734024,0.000088253626,0.000442977,0.000019342757,6.2588066e-7,0.0032077061,0.0000075030675,9.130768e-7,0.988767,0.0054198643,0.0020115236],"study_design_scores_gemma":[0.00023269524,0.0000064319865,0.000022448927,0.00011778423,0.000019024457,0.0000013975656,0.000717266,0.00018650581,0.0000064030764,0.21718283,0.7812204,0.0002868585],"about_ca_topic_score_codex":0.000016257085,"about_ca_topic_score_gemma":0.0003514317,"teacher_disagreement_score":0.77580047,"about_ca_system_score_codex":0.00008956592,"about_ca_system_score_gemma":0.00012853382,"threshold_uncertainty_score":0.99993443},"labels":[],"label_agreement":null},{"id":"W2476345551","doi":"10.1108/s1479-067x(2004)0000009003","title":"Silicon Phenomenon: Introduction to Some Important Issues","year":2004,"lang":"en","type":"book-chapter","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Université du Québec en Outaouais","keywords":"Phenomenon; History; Epistemology; Philosophy","score_opus":0.02018141233104376,"score_gpt":0.21274048568826387,"score_spread":0.1925590733572201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476345551","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011872622,0.000108451924,0.00015811552,0.028262319,0.0011824068,0.0007187188,0.000013958832,0.00042095236,0.96794784],"genre_scores_gemma":[0.0038652879,0.00005023245,0.00026179056,0.008131009,0.018204406,0.000005164627,0.00021607878,0.0001043991,0.9691616],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979149,0.000001427827,0.0004840098,0.00066546106,0.00063805527,0.0002961528],"domain_scores_gemma":[0.9987463,0.0000053251515,0.00046462906,0.0005087459,0.00025065686,0.00002438589],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002010345,0.0004343924,0.00037747592,0.0006181327,0.00016025292,0.00026640802,0.00033275122,0.00046826416,0.015255422],"category_scores_gemma":[0.000018555547,0.0004617366,0.00010079066,0.0001635994,0.000042761792,0.0015405585,0.00034208034,0.00052007334,0.0023471718],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022664159,0.000024908357,0.000062102,0.000056895664,0.00005932756,0.000014103048,0.00001528825,0.00014742117,0.00014855573,0.9292103,0.06972765,0.0005107597],"study_design_scores_gemma":[0.0002910396,0.000015084809,0.000032680942,0.000054382777,0.00008015815,0.0000010288301,0.00006155429,0.000046228462,0.00005326016,0.113232695,0.8855984,0.0005334502],"about_ca_topic_score_codex":0.0001968608,"about_ca_topic_score_gemma":0.00002630335,"teacher_disagreement_score":0.81597763,"about_ca_system_score_codex":0.00048563798,"about_ca_system_score_gemma":0.00004777774,"threshold_uncertainty_score":0.99978346},"labels":[],"label_agreement":null},{"id":"W2481559097","doi":"10.4018/978-1-59904-771-3.ch006","title":"Innovation","year":2010,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Creativity; Information and Communications Technology; Business; Knowledge management; Industrial organization; Telecommunications; Engineering; Computer science; Political science; World Wide Web","score_opus":0.025594548944093652,"score_gpt":0.22084195889037575,"score_spread":0.1952474099462821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2481559097","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024787353,0.0000043653904,0.00049232744,0.00038005837,0.000903963,0.0003153937,0.00004260691,0.00026315075,0.9951194],"genre_scores_gemma":[0.3046286,4.0601282e-7,0.00059209653,0.012380564,0.004662919,0.00000699993,0.000110557325,0.00011778506,0.67750007],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982508,0.0000015115111,0.00040937116,0.00043103512,0.0006384904,0.00026883438],"domain_scores_gemma":[0.9983104,0.00000780298,0.0006786844,0.0004477669,0.0005430532,0.000012327465],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015766137,0.00039278934,0.0002898867,0.0003266596,0.00019232929,0.00028855997,0.00042133898,0.0011091628,0.000776974],"category_scores_gemma":[0.0000303189,0.0004471436,0.00009245104,0.00014455391,0.00008612185,0.00046133468,0.00034845603,0.00097584224,0.0012202548],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016912894,0.000007955094,0.00015173038,0.000034956916,0.000043285458,0.000021021113,0.0000025905742,0.0000022070985,0.00015047756,0.98746985,0.010017988,0.0020810117],"study_design_scores_gemma":[0.00027428864,0.0000042531615,0.000076751356,0.000057746554,0.000061189494,0.0000025306333,0.0000062117924,0.00003265698,0.000026388641,0.43038142,0.568713,0.00036358833],"about_ca_topic_score_codex":0.000093643146,"about_ca_topic_score_gemma":0.000056604906,"teacher_disagreement_score":0.558695,"about_ca_system_score_codex":0.0002437862,"about_ca_system_score_gemma":0.00008374006,"threshold_uncertainty_score":0.99979806},"labels":[],"label_agreement":null},{"id":"W2482633668","doi":"10.22215/timreview/1004","title":"Q&amp;A. How Can a University Drive an Open Innovation Ecosystem?","year":2016,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Open innovation; Ecosystem; Business; Knowledge management; Industrial organization; Computer science; Marketing; Ecology; Biology","score_opus":0.0475083951232007,"score_gpt":0.2596959339785759,"score_spread":0.21218753885537517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2482633668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37958682,0.00024241509,0.0920934,0.37229204,0.0010156699,0.009482101,0.00011658994,0.0032941422,0.14187682],"genre_scores_gemma":[0.94008994,0.0011150694,0.005303963,0.021029748,0.00032358765,0.00009878092,0.0006345407,0.00009803108,0.03130631],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977485,0.0000357378,0.00060464954,0.0007369663,0.0004711057,0.00040304993],"domain_scores_gemma":[0.9964072,0.0000147481815,0.0012235169,0.0010575823,0.0012855871,0.000011383086],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001181987,0.0003416602,0.00044363027,0.0030266265,0.0003651673,0.00022837485,0.0017319225,0.0003214278,0.0006712597],"category_scores_gemma":[0.00017018773,0.00030747306,0.000034135606,0.015634537,0.00010933236,0.00386979,0.0014379644,0.00031422445,0.00037336894],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001259392,0.00008769468,0.003191336,0.0006335104,0.000084861356,0.000016055988,0.0000027780761,0.0000012901228,0.00074718765,0.91676104,0.036348797,0.042112853],"study_design_scores_gemma":[0.0011380833,0.000022949424,0.0007457243,0.0014989693,0.00013783471,0.0000033684153,0.00021426589,0.000025262363,0.00007173513,0.014423556,0.9812594,0.0004588355],"about_ca_topic_score_codex":0.000032940956,"about_ca_topic_score_gemma":0.00010796496,"teacher_disagreement_score":0.94491065,"about_ca_system_score_codex":0.00048453553,"about_ca_system_score_gemma":0.0000448271,"threshold_uncertainty_score":0.9999377},"labels":[],"label_agreement":null},{"id":"W2483478603","doi":"10.1057/9780230599451_8","title":"Conclusion: Understanding Japan’s Innovation Strategies","year":2007,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for International Governance Innovation; University of Waterloo; Asia Pacific Foundation of Canada","funders":"","keywords":"Government (linguistics); Position (finance); Variety (cybernetics); Political science; Plan (archaeology); The Internet; Engineering; Business; Geography; Computer science","score_opus":0.07738215092338914,"score_gpt":0.25309340037030054,"score_spread":0.1757112494469114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2483478603","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008850501,0.000033086595,0.009000291,0.00018591766,0.0006637377,0.0005994528,0.00002999974,0.00030567657,0.9882968],"genre_scores_gemma":[0.975544,0.0000057622024,0.00018158443,0.0022058971,0.0017705148,0.0000040806503,0.00029495943,0.00012951106,0.019863693],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9969547,0.000005809244,0.00078028487,0.00066671876,0.0010731678,0.00051931717],"domain_scores_gemma":[0.99772775,0.000060111728,0.0011185728,0.00054304505,0.0005243205,0.000026215024],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00052844005,0.00068655494,0.0005235286,0.0015770542,0.00049867685,0.00053152884,0.0004941179,0.0010108503,0.0020428128],"category_scores_gemma":[0.000026953601,0.00075662526,0.00015163323,0.00025213463,0.0002194594,0.000024485524,0.00057200814,0.0009842975,0.0003280321],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049863564,6.5882887e-7,0.00022421643,0.00012539238,0.00011798037,0.000057846984,0.00006266286,0.0000131454,0.000154626,0.9970303,0.0003272195,0.001836048],"study_design_scores_gemma":[0.00070039084,0.000018355571,0.00009693192,0.00025869752,0.00013122053,0.000006317704,0.0010803292,0.00026917594,0.000029668805,0.9690144,0.02753264,0.00086187804],"about_ca_topic_score_codex":0.00009955435,"about_ca_topic_score_gemma":0.0001369695,"teacher_disagreement_score":0.97465897,"about_ca_system_score_codex":0.0007424007,"about_ca_system_score_gemma":0.000128927,"threshold_uncertainty_score":0.9994885},"labels":[],"label_agreement":null},{"id":"W2484150563","doi":"10.4018/978-1-4666-5844-8.ch002","title":"Digital Television and its (Dys)Functions in Africa","year":2014,"lang":"en","type":"book-chapter","venue":"Advances in finance, accounting, and economics book series","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Ideology; Digitization; Telecommunications; Politics; Broadcasting (networking); Media studies; Political science; Sociology; Engineering; Computer science; Law; Computer security","score_opus":0.010771227572744098,"score_gpt":0.17742472351731325,"score_spread":0.16665349594456916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2484150563","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035138108,0.0039857416,0.000079058664,0.0002671594,0.0004376194,0.00033891192,0.000041517123,0.00005728014,0.9596546],"genre_scores_gemma":[0.33650222,0.022211786,0.000116866955,0.0011909034,0.0009956496,0.00002464019,0.00012620479,0.000132085,0.63869965],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844396,0.0000018350378,0.00051298423,0.00059755147,0.00011496556,0.00032871898],"domain_scores_gemma":[0.9990116,0.00004563208,0.00064485933,0.0002089629,0.00007742166,0.000011567447],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019586652,0.00039786514,0.00048885465,0.0005262867,0.00028146847,0.00040428294,0.00021670043,0.0003763644,0.000098656266],"category_scores_gemma":[0.000039118553,0.00047411263,0.000047407328,0.00009567619,0.00015516707,0.0096184295,0.00061218895,0.00048597122,0.00005789115],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008765992,0.000020760655,0.015082551,0.00025948943,0.000018434495,0.000009382137,0.00007083126,0.0006638213,0.000001121695,0.9629431,0.0011152728,0.019727586],"study_design_scores_gemma":[0.00043373465,0.000015320355,0.00072992657,0.00025060316,0.000019302042,0.000003188974,0.000079936464,0.0010029497,0.0000010563514,0.029176874,0.9677952,0.00049189024],"about_ca_topic_score_codex":0.0000134114425,"about_ca_topic_score_gemma":0.0002748228,"teacher_disagreement_score":0.96667993,"about_ca_system_score_codex":0.00010908383,"about_ca_system_score_gemma":0.000026488211,"threshold_uncertainty_score":0.99977106},"labels":[],"label_agreement":null},{"id":"W2485506907","doi":"10.4018/978-1-4666-8838-4.ch013","title":"Mobile Journalism and Innovation","year":2015,"lang":"en","type":"book-chapter","venue":"Advances in multimedia and interactive technologies book series","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Affordance; Journalism; Representativeness heuristic; Narrative; Technological convergence; Convergence (economics); Sample (material); Political science; Sociology; Computer science; Humanities; Media studies; Art; Psychology; Human–computer interaction; Telecommunications; Literature; Social psychology","score_opus":0.02185827563457176,"score_gpt":0.2593488422669405,"score_spread":0.23749056663236873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2485506907","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007421169,0.018353175,0.0005581355,0.0019451259,0.0010055891,0.0012532261,0.000055318233,0.00090534834,0.96850294],"genre_scores_gemma":[0.17036638,0.05896154,0.007877172,0.0026439198,0.0012036233,0.00022291492,0.000382185,0.00029581712,0.75804645],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986893,0.0000035300634,0.00041015077,0.00041356435,0.00027694274,0.00020651614],"domain_scores_gemma":[0.9986432,0.00005931512,0.00066404085,0.00020935088,0.0004165282,0.000007554207],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016063689,0.00036490135,0.0003902364,0.0013148907,0.00010662453,0.00014316323,0.00023687111,0.0005514712,0.00014172083],"category_scores_gemma":[0.0002380247,0.00035687914,0.000024691066,0.0002648518,0.0005310649,0.00847775,0.00057011825,0.0010763329,0.000021723243],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027014554,0.000037269012,0.0017559155,0.00018903548,0.00008116954,0.00006736781,0.00026478426,0.000029579622,0.0002299137,0.77043855,0.004623118,0.22201315],"study_design_scores_gemma":[0.00043281636,0.000058148435,0.000030833402,0.00031066954,0.000025477382,0.000009552476,0.0023366634,0.00026442893,0.00013972302,0.0848436,0.9111818,0.00036625616],"about_ca_topic_score_codex":0.000010823066,"about_ca_topic_score_gemma":0.000024517705,"teacher_disagreement_score":0.9065587,"about_ca_system_score_codex":0.00017918115,"about_ca_system_score_gemma":0.000025064015,"threshold_uncertainty_score":0.9998883},"labels":[],"label_agreement":null},{"id":"W248930011","doi":"","title":"Technology, Innovation and Business Development: Theoretical Perspectives","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Veblen good; Sociality; Reciprocity (cultural anthropology); Dimension (graph theory); Social innovation; Territoriality; Entrepreneurship; Innovator; Context (archaeology); Perspective (graphical); Neoclassical economics; Sociology; Economic geography; Economics; Social science; Political science; Public relations","score_opus":0.007967631733688084,"score_gpt":0.2080682958214843,"score_spread":0.20010066408779623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W248930011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9524734,0.00031955075,0.022396278,0.0128911985,0.00006590736,0.00010741979,2.8540146e-7,0.000102488215,0.011643443],"genre_scores_gemma":[0.99729997,0.00009347952,0.0007056603,0.00050166267,0.000630564,0.0000018491473,0.0000039701636,0.000017786442,0.00074505684],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983914,0.0000058974374,0.0002462471,0.00020262375,0.0002734904,0.00088037737],"domain_scores_gemma":[0.99913806,0.000010113564,0.00022256759,0.000095470125,0.0005266375,0.0000071687195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084187894,0.00014772544,0.00012008052,0.00077621936,0.0003869625,0.00017139285,0.00021292867,0.00017490072,0.00013311188],"category_scores_gemma":[0.00014001239,0.00014198631,0.000015402033,0.0018517757,0.00016178415,0.0013355558,0.00012920708,0.0014299169,0.000048949114],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021278103,0.000051542895,0.0062702424,0.000004766891,0.000045186443,0.0000012033714,0.000052376607,0.000019573798,0.00021457922,0.9629535,0.00009958557,0.030266166],"study_design_scores_gemma":[0.0017165312,0.000024509827,0.0053222678,0.000055042186,0.000058767917,0.0001757793,0.0147965625,0.0009353882,0.00023567113,0.8934132,0.0827305,0.0005358174],"about_ca_topic_score_codex":0.000004792488,"about_ca_topic_score_gemma":0.00003267698,"teacher_disagreement_score":0.08263091,"about_ca_system_score_codex":0.0007008414,"about_ca_system_score_gemma":0.00041898197,"threshold_uncertainty_score":0.6212357},"labels":[],"label_agreement":null},{"id":"W2493614966","doi":"10.22410/issn.2176-3070.v10i1a2018.1501","title":"AS CONTRIBUIÇÕES DE UMA UNIVERSIDADE COMUNITÁRIA NO FOMENTO À INOVAÇÃO: UM ESTUDO AMPARADO NO CONCEITO DA TRÍPLICE-HÉLICE","year":2017,"lang":"pt","type":"article","venue":"Revista Destaques Acadêmicos","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.03621228680882267,"score_gpt":0.28404023327784983,"score_spread":0.24782794646902717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2493614966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8760684,0.0007143686,0.0014479596,0.005026289,0.0012446241,0.00268582,0.00030381442,0.00049805763,0.11201066],"genre_scores_gemma":[0.94471335,0.00068123156,0.00038395028,0.004481935,0.0021476406,0.000026157384,0.0002794129,0.0001862791,0.04710001],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942571,0.00020258226,0.0011911301,0.0013248511,0.0013676025,0.0016567702],"domain_scores_gemma":[0.99234056,0.0002690453,0.0029824027,0.0023562093,0.0018128114,0.00023894338],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014468721,0.0011885086,0.00136495,0.00059808535,0.0029041022,0.006497196,0.0034928208,0.0011433345,0.002554342],"category_scores_gemma":[0.001172068,0.0014054297,0.00040768215,0.00080956734,0.0006461981,0.006206817,0.0022199359,0.002058796,0.005029573],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021786164,0.0018254926,0.26042914,0.0036905918,0.0021145483,0.0010074009,0.0013487625,0.00014611338,0.008760629,0.4665138,0.2465111,0.005473777],"study_design_scores_gemma":[0.0050039915,0.00017567279,0.011917747,0.0017171558,0.00096321944,0.000020416075,0.0024290802,0.006979754,0.00030223603,0.00033084187,0.9682813,0.0018785287],"about_ca_topic_score_codex":0.0031461513,"about_ca_topic_score_gemma":0.00007203834,"teacher_disagreement_score":0.7217702,"about_ca_system_score_codex":0.0018127498,"about_ca_system_score_gemma":0.0004691952,"threshold_uncertainty_score":0.9988395},"labels":[],"label_agreement":null},{"id":"W2498783910","doi":"10.1057/9781403918604_8","title":"High and New Technology Industrial Development Zones","year":2002,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Ideology; Geography; Development economics; Economic geography; Political science; Engineering; Economy; Economics; Archaeology; Politics; Law","score_opus":0.04561422530967562,"score_gpt":0.2017356227494578,"score_spread":0.15612139743978218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2498783910","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005135849,0.000099578676,0.00039365722,0.00076626503,0.00061935827,0.0006690485,0.000017845803,0.00034784543,0.9919506],"genre_scores_gemma":[0.9074792,0.000016019285,0.0013601612,0.0009143717,0.0022111314,0.000008568694,0.00009177296,0.00012593294,0.087792836],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99777585,0.0000033961323,0.00053899165,0.000675551,0.0005726969,0.00043353977],"domain_scores_gemma":[0.99869055,0.000022513204,0.00063312217,0.0004436195,0.0001646859,0.00004552136],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013655976,0.0006280442,0.00056446996,0.001099815,0.0002675296,0.00020393965,0.00044302637,0.0014529568,0.0018904685],"category_scores_gemma":[0.000028881354,0.0006755347,0.00007837293,0.000108451604,0.000160224,0.000007679493,0.0007240719,0.00095014257,0.00045605],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023960702,6.9634063e-7,0.00087901216,0.000037235804,0.0001465568,0.00005640479,0.000029707999,0.0000015839105,0.000015268035,0.94815725,0.00093468855,0.04971765],"study_design_scores_gemma":[0.0014915308,0.000019786474,0.00016555123,0.00022912261,0.00016153931,0.000011297462,0.000052760864,0.000028297338,0.00007631666,0.6996848,0.29710335,0.00097562565],"about_ca_topic_score_codex":0.00011827405,"about_ca_topic_score_gemma":0.00005183952,"teacher_disagreement_score":0.9041577,"about_ca_system_score_codex":0.00017588468,"about_ca_system_score_gemma":0.00009152542,"threshold_uncertainty_score":0.99984336},"labels":[],"label_agreement":null},{"id":"W2508489854","doi":"10.1080/03075079.2016.1212328","title":"Understanding Quadruple Helix relationships of university technology commercialisation: a micro-level approach","year":2016,"lang":"en","type":"article","venue":"Studies in Higher Education","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Stakeholder; Salience (neuroscience); Triple helix; Higher education; Process (computing); Knowledge management; Business; Public relations; Political science; Computer science","score_opus":0.3778068816402836,"score_gpt":0.3075254523709149,"score_spread":0.0702814292693687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2508489854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84823877,0.00020379905,0.014356878,0.041645873,0.001965403,0.0006837654,0.000018509501,0.00017817675,0.09270881],"genre_scores_gemma":[0.99427134,0.000019661526,0.0011633817,0.00017534294,0.00020083552,0.0000039785527,0.000012147879,0.000009124314,0.0041441764],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992619,0.00003024258,0.00020337533,0.00020485139,0.00016298084,0.00013660952],"domain_scores_gemma":[0.999205,0.00009706681,0.00026931235,0.00018780843,0.00023553993,0.00000530824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034073237,0.00010529149,0.00015174276,0.00065066025,0.00022042035,0.00001261398,0.00017765284,0.00014959466,0.00009298787],"category_scores_gemma":[0.00010665768,0.00009935343,0.000024375735,0.0013762474,0.00020349618,0.00076452916,0.00014819404,0.00016253736,0.000016426022],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002809784,0.00014531406,0.31478214,0.00007070248,0.000039866645,3.8670063e-7,0.00030576353,0.000022025135,0.00037254434,0.67726016,0.006742121,0.00023089569],"study_design_scores_gemma":[0.004052645,0.00003520184,0.5047418,0.0009101855,0.00026330588,0.000002865934,0.15453848,0.00013927852,0.00040190114,0.16987765,0.16392128,0.0011154283],"about_ca_topic_score_codex":0.00007836724,"about_ca_topic_score_gemma":0.000039944465,"teacher_disagreement_score":0.5073825,"about_ca_system_score_codex":0.00082527986,"about_ca_system_score_gemma":0.000059052116,"threshold_uncertainty_score":0.40515152},"labels":[],"label_agreement":null},{"id":"W2512358365","doi":"10.1111/radm.12228","title":"A systematic literature review of university technology transfer from a quadruple helix perspective: toward a research agenda","year":2016,"lang":"en","type":"article","venue":"R and D Management","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":344,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Triple helix; Extant taxon; Perspective (graphical); Helix (gastropod); Government (linguistics); Technology transfer; Key (lock); Sociology; Knowledge management; Political science; Computer science; Ecology; Physics","score_opus":0.03613586842492087,"score_gpt":0.2667416926794169,"score_spread":0.23060582425449602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512358365","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2350202,0.08289795,0.083630025,0.19401175,0.00080532103,0.0145255,0.00038638365,0.0011569478,0.3875659],"genre_scores_gemma":[0.9635276,0.026718443,0.00043620216,0.0016636148,0.00013003506,0.000018635077,0.0000154987,0.000025813006,0.007464165],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"systematic_review","domain_scores_codex":[0.998755,0.000049590024,0.00021650664,0.00033876504,0.00042739324,0.00021278519],"domain_scores_gemma":[0.99914336,0.000049837545,0.00008788436,0.0003183119,0.000388125,0.000012452331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006928977,0.00013460536,0.0002846427,0.00064265326,0.00011834936,0.000049707767,0.00030104938,0.00011606646,0.00019437676],"category_scores_gemma":[0.00006678805,0.00010404409,0.000060477098,0.0014732832,0.00010396636,0.00055691565,0.00032435512,0.00017088166,0.00004347662],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008632152,0.00012400401,0.00050120853,0.094252534,0.00028413045,0.00013408052,0.00023532717,5.276799e-7,0.00041817498,0.8958982,0.0072133765,0.00085207686],"study_design_scores_gemma":[0.008483957,0.00017095634,0.0042593065,0.5787802,0.0018160642,0.000011756766,0.043134697,0.00040464825,0.00053918536,0.037213556,0.32351825,0.0016674327],"about_ca_topic_score_codex":0.000115692455,"about_ca_topic_score_gemma":0.000013917551,"teacher_disagreement_score":0.85868466,"about_ca_system_score_codex":0.00017876926,"about_ca_system_score_gemma":0.000011160216,"threshold_uncertainty_score":0.42427948},"labels":[],"label_agreement":null},{"id":"W2532998120","doi":"10.1186/s40604-016-0041-x","title":"Intermediation in intermediation: triple helix innovation and intermediary legal organisation","year":2016,"lang":"en","type":"article","venue":"Triple Helix Journal","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Queen's University","keywords":"Triple helix; Intermediation; Corporate governance; Business; Hybridity; Industrial organization; Sociology; Finance","score_opus":0.018139427715541365,"score_gpt":0.22702415474632467,"score_spread":0.2088847270307833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2532998120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9716341,0.000026553284,0.016085217,0.007871488,0.0018953725,0.00032287493,0.000008825421,0.00008504926,0.0020705373],"genre_scores_gemma":[0.99434394,0.000048272635,0.00018622274,0.0018442678,0.0022629648,0.000008387154,0.00004485542,0.000032223477,0.0012288458],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978627,0.000044950026,0.0008474597,0.00031534838,0.0005878665,0.00034168948],"domain_scores_gemma":[0.9984473,0.000072737384,0.00083498046,0.00017580632,0.0004378121,0.00003136452],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011078722,0.00024025078,0.0002557424,0.0014559495,0.00020598929,0.00041776657,0.0002730463,0.0002470344,0.0010483587],"category_scores_gemma":[0.00067674444,0.00020416995,0.000046771962,0.0011714128,0.00010488439,0.005309793,0.00019089383,0.0005759559,0.00017590137],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011230874,0.00055152527,0.55062103,0.00022225568,0.00015354171,0.0001742102,0.0013888311,0.000050183262,0.05442103,0.08930509,0.040746357,0.26124287],"study_design_scores_gemma":[0.03784844,0.0004085877,0.64806014,0.0018707485,0.00025580058,0.00039496733,0.0071805357,0.015779782,0.0068186396,0.039432455,0.2391204,0.0028295193],"about_ca_topic_score_codex":0.000032778793,"about_ca_topic_score_gemma":0.00005550369,"teacher_disagreement_score":0.25841334,"about_ca_system_score_codex":0.0005263587,"about_ca_system_score_gemma":0.00010652831,"threshold_uncertainty_score":0.9998648},"labels":[],"label_agreement":null},{"id":"W2534685151","doi":"10.1504/ijil.2017.10000867","title":"Infocom business models innovation with the development of corporate universities","year":2016,"lang":"en","type":"article","venue":"International Journal of Innovation and Learning","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Deregulation; Industrial organization; Business model; Business; Order (exchange); Competition (biology); Disruptive innovation; Investment (military); Boom; Telecommunications; Marketing; Economics; Market economy; Computer science; Politics; Engineering","score_opus":0.03585955387031305,"score_gpt":0.2242358573481687,"score_spread":0.18837630347785564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2534685151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83187544,0.0000024453914,0.16057014,0.004334218,0.00012206889,0.00004633819,8.132146e-7,0.000011198498,0.0030373433],"genre_scores_gemma":[0.99681795,0.000001826777,0.0015460665,0.0005755924,0.00019831464,5.3073126e-7,0.000009319711,0.000008359456,0.0008420463],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987302,0.000014009787,0.0005196312,0.000081212565,0.0005753204,0.000079649726],"domain_scores_gemma":[0.99190426,0.000053753334,0.0021493086,0.00004922332,0.0058393944,0.0000040459495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008134243,0.00009578487,0.000113375376,0.00094827684,0.0001466813,0.00009825524,0.0002319011,0.00005618626,0.00006885239],"category_scores_gemma":[0.00010494891,0.000058875714,0.00001131851,0.0016525544,0.00008486959,0.0022173545,0.00009298371,0.00024216596,0.0000025780007],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056068046,0.00008095175,0.044257507,0.00003691691,0.00031466543,0.000012307417,0.0010400418,0.0094972,0.014352581,0.8802312,0.00084588095,0.048770074],"study_design_scores_gemma":[0.020106772,0.00025200105,0.35164216,0.0031276774,0.0002366742,0.00015202675,0.051538788,0.016402945,0.010091892,0.028605828,0.51609135,0.0017518931],"about_ca_topic_score_codex":0.000009782211,"about_ca_topic_score_gemma":0.000004208461,"teacher_disagreement_score":0.8516254,"about_ca_system_score_codex":0.0001110553,"about_ca_system_score_gemma":0.00019281021,"threshold_uncertainty_score":0.24008818},"labels":[],"label_agreement":null},{"id":"W2544896834","doi":"10.22215/timreview/1026","title":"The Concept of the Entrepreneurial University Applied to Universities of Technology in Austria: Already Reality or a Vision of the Future?","year":2016,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Management; Marketing; Business; Public relations; Political science; Economics","score_opus":0.016454461078530554,"score_gpt":0.2417037051943831,"score_spread":0.22524924411585256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2544896834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65102273,0.0004205648,0.0023980385,0.32065335,0.0007815068,0.0055299024,0.000052466166,0.00025415188,0.018887268],"genre_scores_gemma":[0.99671113,0.0004660174,0.000119428936,0.0006974129,0.000040863026,0.0000073402384,0.000003932092,0.000009755643,0.0019441225],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985454,0.000033200235,0.0005981704,0.00026542894,0.00036889006,0.00018893143],"domain_scores_gemma":[0.99747014,0.000045417783,0.0011949071,0.0008877193,0.00039846145,0.0000033455933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063797925,0.00015780686,0.0003284661,0.0008070347,0.00015830764,0.000007550869,0.0013260713,0.00022355613,0.000076142096],"category_scores_gemma":[0.000092409085,0.00008390083,0.000058759117,0.009801511,0.0005181042,0.00024169165,0.0013762194,0.00023386675,0.0000049387468],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008018226,0.0000564096,0.004093579,0.00028630783,0.00005532001,0.0000012499047,0.000011267752,0.0000147079245,0.0009908729,0.9661233,0.0047337557,0.023553059],"study_design_scores_gemma":[0.0026661796,0.00004992442,0.011801535,0.0029637322,0.0002977551,0.0000012959805,0.0049412716,0.000013522182,0.0063843075,0.013914985,0.95665663,0.00030884813],"about_ca_topic_score_codex":0.00003104424,"about_ca_topic_score_gemma":0.00004468823,"teacher_disagreement_score":0.9522083,"about_ca_system_score_codex":0.00020089994,"about_ca_system_score_gemma":0.000053165073,"threshold_uncertainty_score":0.4709301},"labels":[],"label_agreement":null},{"id":"W2555938526","doi":"","title":"UNIVERSITY-INDUSTRY INTERRELATIONS IN MONTREAL IN THE RECONVERSION TO THE KNOWLEDGE ECONOMY","year":2004,"lang":"en","type":"article","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Knowledge economy; Economy; Business; Political science; Economics","score_opus":0.023910995370151553,"score_gpt":0.21283880055240284,"score_spread":0.18892780518225127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2555938526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4875373,0.0000018740783,0.0010665297,0.025432425,0.00009861826,0.00030119976,0.000001229403,0.000027919892,0.4855329],"genre_scores_gemma":[0.9905639,8.282702e-7,0.00004569335,0.003317485,0.0001559114,0.0000018371659,0.0000087037015,0.000006229084,0.0058993883],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932015,0.00002419349,0.00015586504,0.00020314669,0.00010592537,0.00019074093],"domain_scores_gemma":[0.9995795,0.000053940134,0.00007574101,0.00022852125,0.00005295995,0.000009335935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043502636,0.00011113818,0.00008900761,0.00041318737,0.00017429807,0.000105004554,0.0005010785,0.00018948958,0.00040517937],"category_scores_gemma":[0.000027479766,0.00008500068,0.000034821944,0.0013408049,0.000027868911,0.0011822465,0.00021904477,0.0006457671,0.00060025294],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012263929,0.0006804675,0.18548472,0.000032283624,0.000043379998,0.00007966983,0.0045114164,0.05039396,0.00002079082,0.690425,0.061270326,0.006935327],"study_design_scores_gemma":[0.0031223958,0.00002037044,0.15386933,0.000119600954,0.000040854946,0.0000032227333,0.052725792,0.012615875,0.00001539586,0.006165994,0.77083623,0.0004649285],"about_ca_topic_score_codex":0.0035332448,"about_ca_topic_score_gemma":0.015977718,"teacher_disagreement_score":0.70956594,"about_ca_system_score_codex":0.00036784107,"about_ca_system_score_gemma":0.000037721875,"threshold_uncertainty_score":0.89159423},"labels":[],"label_agreement":null},{"id":"W2565522651","doi":"10.2495/sdp-v12-n4-763-771","title":"Sustainable Interdisciplinary Transformation of Warsaw University of Technology Buildings. KODnZEB Case Study","year":2016,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Sustainable development; Transformation (genetics); Civil engineering; Engineering; Environmental planning; Geography; Political science","score_opus":0.014096732277627436,"score_gpt":0.23634657948798105,"score_spread":0.22224984721035362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2565522651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986678,0.000023348004,0.010509991,0.00092688325,0.0000975041,0.00015812113,0.0000012375071,0.000012803018,0.0015921165],"genre_scores_gemma":[0.9981626,0.0000037785217,0.0007200861,0.000023793551,0.00006194835,3.1883448e-7,0.0000020024443,0.0000067410706,0.0010187094],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9988822,0.000009373036,0.00043077688,0.0001107373,0.00038575163,0.00018117257],"domain_scores_gemma":[0.9973522,0.000036540187,0.00074556016,0.000059687016,0.0017912756,0.000014757232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006335277,0.00011108481,0.00020022657,0.0012957486,0.00016087323,0.000041504278,0.00030366235,0.00009517806,0.000053357453],"category_scores_gemma":[0.00006513635,0.000096512995,0.00003774947,0.0004299465,0.00006483447,0.0021396668,0.00038268996,0.0001628438,8.557305e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029003604,0.0014382951,0.5922879,0.0009590794,0.0019875073,0.072211996,0.06782593,0.0015976446,0.0022253292,0.1962534,0.0025680088,0.057744566],"study_design_scores_gemma":[0.0030407868,0.00010002498,0.0061880313,0.00031057256,0.00007437125,0.00037134797,0.96621484,0.00014579328,0.0010632215,0.0024076581,0.019871002,0.00021235691],"about_ca_topic_score_codex":0.00010371341,"about_ca_topic_score_gemma":0.0000050415715,"teacher_disagreement_score":0.8983889,"about_ca_system_score_codex":0.00023481915,"about_ca_system_score_gemma":0.00012250846,"threshold_uncertainty_score":0.39356858},"labels":[],"label_agreement":null},{"id":"W2587778973","doi":"","title":"Towards Increased Understanding of Innovation Intermediaries","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intermediary; Business; Knowledge management; Computer science; Marketing","score_opus":0.036149113034414336,"score_gpt":0.22256811985198163,"score_spread":0.1864190068175673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587778973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97938365,0.000008321772,0.00043329262,0.0005924685,0.00046907118,0.000263966,0.000038591428,0.00007589124,0.018734757],"genre_scores_gemma":[0.9292205,0.000006700763,0.00043457813,0.00007948548,0.00016229152,2.2880934e-7,0.0018774986,0.00003537743,0.06818335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9984495,0.000015802416,0.00029428946,0.00030517485,0.00071523373,0.00021997484],"domain_scores_gemma":[0.99717516,0.000018871902,0.0012858175,0.00027123798,0.0012320012,0.000016884665],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039427067,0.00026159637,0.00045421167,0.0014011507,0.00016594391,0.00005776017,0.00048232015,0.0005293985,0.0004660019],"category_scores_gemma":[0.00010725657,0.0003313934,0.00008689576,0.001583488,0.00019725539,0.0014814977,0.00018391632,0.00040074578,0.000029852607],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034932941,0.0007396396,0.024580639,0.00573454,0.0013470865,0.00012601793,0.08014608,0.00030402333,0.019419305,0.75483775,0.10360107,0.0056705256],"study_design_scores_gemma":[0.004356981,0.00011573988,0.00934169,0.0013186403,0.00095283234,0.0000013317625,0.931359,0.0025659283,0.0024867181,0.037355345,0.0087913545,0.001354458],"about_ca_topic_score_codex":0.024729084,"about_ca_topic_score_gemma":0.008996071,"teacher_disagreement_score":0.8512129,"about_ca_system_score_codex":0.00040560908,"about_ca_system_score_gemma":0.0002182116,"threshold_uncertainty_score":0.9999138},"labels":[],"label_agreement":null},{"id":"W2588114300","doi":"10.1504/ijric.2017.10003234","title":"University research mobilisation and the fourth industrial revolution","year":2017,"lang":"en","type":"article","venue":"International Journal of Research Innovation and Commercialisation","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Context (archaeology); Salient; Industrial Revolution; Investment (military); Public relations; Capital investment; Knowledge economy; Political science; Social capital; Business","score_opus":0.2292402877961264,"score_gpt":0.38091444745151365,"score_spread":0.15167415965538725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588114300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91834354,0.000020592863,0.0020442386,0.0678727,0.0007792137,0.00034447934,0.000004886803,0.000012933086,0.01057743],"genre_scores_gemma":[0.99696773,0.00008096186,0.0001020787,0.00040638377,0.0020383934,0.0000015792319,0.000015452431,0.000007845772,0.0003795671],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99730235,0.00024954183,0.00039725605,0.00016538468,0.0017024415,0.00018300719],"domain_scores_gemma":[0.9920955,0.0003521274,0.0008224684,0.00022156241,0.0064912084,0.00001718676],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.011389095,0.00008839885,0.00013875819,0.0015277356,0.0015168603,0.0010986689,0.0007348457,0.00016746721,0.00005287585],"category_scores_gemma":[0.0040228674,0.00007513265,0.000032194523,0.0008032899,0.0009635365,0.0034441764,0.0004984858,0.0011107909,0.000007210719],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010971861,0.000056932222,0.038532536,0.000009101838,0.00006307197,0.000009928256,0.00027086068,0.00002871363,0.0002711207,0.92067873,0.013554218,0.025427576],"study_design_scores_gemma":[0.019064782,0.00014244737,0.20936978,0.00036890758,0.000071247894,0.000048468675,0.0123197595,0.017216094,0.00024931406,0.21069072,0.5300487,0.00040976453],"about_ca_topic_score_codex":0.0010079887,"about_ca_topic_score_gemma":0.000074586,"teacher_disagreement_score":0.70998806,"about_ca_system_score_codex":0.0002935211,"about_ca_system_score_gemma":0.00013853345,"threshold_uncertainty_score":0.9999383},"labels":[],"label_agreement":null},{"id":"W2595670260","doi":"","title":"The symbiosis of science and technological innovation","year":2016,"lang":"en","type":"article","venue":"Bridge","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Symbiosis; Business; Biology","score_opus":0.029783565086134504,"score_gpt":0.2228164817378438,"score_spread":0.1930329166517093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595670260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815746,0.0000031983072,0.0012002232,0.006847231,0.00004975788,0.000075585805,0.000001399267,0.00004106209,0.010206948],"genre_scores_gemma":[0.9992237,0.0000027375443,0.000036599697,0.0003915118,0.000042929685,0.0000012488877,3.295862e-7,0.000002488403,0.00029847008],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993881,0.0000015816154,0.00010884699,0.00011394117,0.00028372597,0.00010383224],"domain_scores_gemma":[0.99936277,0.000027346823,0.00012834174,0.00012589118,0.00035339058,0.0000022535787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005619147,0.000042943313,0.000043081072,0.00017649324,0.00022664969,0.000060515256,0.00020559205,0.00004707594,0.000015583946],"category_scores_gemma":[0.0004643365,0.000024568522,0.0000059439803,0.0014943548,0.0006853294,0.00068173563,0.00021433341,0.000052507472,0.000013239606],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000066055945,0.000012745809,0.03186139,0.000005238926,0.000002991692,4.160719e-7,0.000002642414,1.2139938e-7,0.04258859,0.88637596,0.0022150723,0.036928236],"study_design_scores_gemma":[0.00095665443,0.000019297066,0.7479529,0.00009065214,0.000022779172,0.0000027483325,0.00028501273,0.00063052576,0.02989412,0.020091938,0.19976306,0.0002903319],"about_ca_topic_score_codex":0.000012468449,"about_ca_topic_score_gemma":8.552705e-7,"teacher_disagreement_score":0.866284,"about_ca_system_score_codex":0.000037155412,"about_ca_system_score_gemma":0.00001800841,"threshold_uncertainty_score":0.25251245},"labels":[],"label_agreement":null},{"id":"W2599843507","doi":"10.5539/ibr.v10n4p92","title":"Fostering Entrepreneurship, Creativity and Innovation in Cities","year":2017,"lang":"en","type":"article","venue":"International Business Research","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Creativity; Entrepreneurship; Transformative learning; Context (archaeology); Sociology; Value (mathematics); Constructive; Reflexivity; Creative city; Process (computing); Marketing; Business; Knowledge management; Computer science; Political science","score_opus":0.17340367602220935,"score_gpt":0.36335611118720146,"score_spread":0.1899524351649921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599843507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8502213,0.0000040965356,0.00031583733,0.008557868,0.00026614903,0.00014277958,0.0000045516686,0.000025680958,0.14046176],"genre_scores_gemma":[0.99632746,0.000009556667,0.0000623298,0.00021501389,0.0005146267,0.000012586189,0.00002635229,0.000012445634,0.002819642],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984662,0.000015319378,0.00022825046,0.00029121048,0.00076861976,0.00023041153],"domain_scores_gemma":[0.99813086,0.00007469,0.00020126168,0.00027923746,0.0013069494,0.0000070082347],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009731441,0.000103212005,0.00010713038,0.0014602242,0.0003929992,0.0012767592,0.00057680346,0.00010278705,0.000341065],"category_scores_gemma":[0.0014763897,0.000112730566,0.000011695919,0.00087716413,0.00018868766,0.0033434706,0.0019116866,0.00037988712,0.00004619169],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008324253,0.00006555756,0.8916986,0.00005406273,0.00001493685,0.000033037584,0.000054208384,0.00007986213,0.0017798899,0.09548345,0.00055448327,0.010098676],"study_design_scores_gemma":[0.0006882606,0.0000027939716,0.9599829,0.00012398492,0.0000023675648,0.000002076673,0.00021640597,0.002005559,0.00023462558,0.022487935,0.014114271,0.00013887447],"about_ca_topic_score_codex":0.0012614174,"about_ca_topic_score_gemma":0.00016087685,"teacher_disagreement_score":0.14610617,"about_ca_system_score_codex":0.00014607809,"about_ca_system_score_gemma":0.000035578647,"threshold_uncertainty_score":0.99976003},"labels":[],"label_agreement":null},{"id":"W2602358397","doi":"10.1007/978-3-319-52515-0_1","title":"What Is Good Design?","year":2017,"lang":"en","type":"book-chapter","venue":"Studies in applied philosophy, epistemology and rational ethics","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Simplicity; CLARITY; Criticism; Form of the Good; Engineering ethics; Engineering; Aesthetics; Political science; Epistemology; Law; Art; Philosophy","score_opus":0.1657229545071369,"score_gpt":0.3211855394308829,"score_spread":0.155462584923746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2602358397","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004365851,0.0012050242,0.0004140676,0.03739943,0.0015494708,0.0006694722,0.0000213433,0.000053564207,0.958644],"genre_scores_gemma":[0.36092377,0.010201464,0.0020577186,0.07663537,0.0105305705,0.00014398294,0.00051031844,0.0002584395,0.53873837],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980742,0.000019154291,0.00047399342,0.0006412718,0.00055319356,0.00023824071],"domain_scores_gemma":[0.9979612,0.0005128877,0.0007467642,0.00039366374,0.00037141165,0.000014069272],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0010454217,0.00044822157,0.00059847004,0.00032605874,0.0009896889,0.000179075,0.00036600785,0.0016853258,0.00016402031],"category_scores_gemma":[0.00010489036,0.00046373007,0.00006973926,0.000049089056,0.0012761459,0.0006578276,0.00063246756,0.0023582978,0.00015052188],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008075937,0.000021706186,0.00007600509,0.00036413362,0.0002670231,0.00003616827,0.00030767376,0.000058071342,0.000003795942,0.9959649,0.0025739295,0.00024584314],"study_design_scores_gemma":[0.00058228185,0.000013576178,0.000048079233,0.00035498274,0.00010376475,0.000005368116,0.00018154945,0.000080639016,0.0000033027636,0.89299667,0.10520937,0.0004203893],"about_ca_topic_score_codex":0.000008754794,"about_ca_topic_score_gemma":0.000028147879,"teacher_disagreement_score":0.4199056,"about_ca_system_score_codex":0.00015671854,"about_ca_system_score_gemma":0.00012619719,"threshold_uncertainty_score":0.9999433},"labels":[],"label_agreement":null},{"id":"W2604300645","doi":"10.1002/sem3.20099","title":"Developing and Implementing a SEM Plan—One University’s Journey","year":2017,"lang":"en","type":"article","venue":"Strategic Enrollment Management Quarterly","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Citation; Plan (archaeology); Library science; Management; History; Computer science; Archaeology; Economics","score_opus":0.060749153253236356,"score_gpt":0.2457886366769553,"score_spread":0.18503948342371895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604300645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56885755,0.000012477845,0.003514209,0.0040117097,0.00029714507,0.00067621405,0.000009105239,0.000203012,0.42241856],"genre_scores_gemma":[0.9920664,0.000024736632,0.0017103547,0.00078762416,0.0003574565,0.0000050338417,0.00003781556,0.000031268457,0.004979311],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977462,0.000019372439,0.00036518922,0.0006044689,0.0005985414,0.0006661691],"domain_scores_gemma":[0.99848896,0.000015918024,0.0007180876,0.0006187692,0.000117577365,0.000040677132],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00059712084,0.00034914623,0.00028973402,0.00046363383,0.0017795858,0.0017652201,0.0008153919,0.00013870836,0.00030389414],"category_scores_gemma":[0.0000047915805,0.0004086451,0.00007275383,0.00026908977,0.000103749866,0.00294749,0.00051434437,0.00031796342,0.00012453724],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007711478,0.00008847934,0.009690907,0.00026469317,0.00031142874,0.00020277117,0.00015377028,0.000012979435,0.00013455395,0.98090386,0.0009468596,0.0072125727],"study_design_scores_gemma":[0.023639899,0.00048512674,0.16573119,0.0013926832,0.0017085543,0.000027965705,0.12209475,0.010493732,0.0001332147,0.19438383,0.47461247,0.0052965647],"about_ca_topic_score_codex":0.00027697242,"about_ca_topic_score_gemma":0.00014551805,"teacher_disagreement_score":0.78652006,"about_ca_system_score_codex":0.00021014374,"about_ca_system_score_gemma":0.000031096803,"threshold_uncertainty_score":0.99983656},"labels":[],"label_agreement":null},{"id":"W2609958355","doi":"10.18260/1-2--901","title":"Distance Learning, The Philosophy Of Its Existence, General Definitions And Its Place In Electronic Government","year":2020,"lang":"en","type":"article","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Computer science; Epistemology; Artificial intelligence; Knowledge management; Philosophy; Linguistics","score_opus":0.039158255937111794,"score_gpt":0.2083674360234606,"score_spread":0.16920918008634883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609958355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79974,0.00010846159,0.0007226795,0.012628278,0.000027288397,0.0002576448,0.0000068298937,0.000045821136,0.18646295],"genre_scores_gemma":[0.99570495,0.000054643202,0.000036547997,0.0026133482,0.00014006074,0.0000051073607,0.0000064671785,0.00000945144,0.0014294074],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99907815,0.000011232558,0.00017689163,0.00019002173,0.0003606005,0.00018307852],"domain_scores_gemma":[0.99966884,0.000026311644,0.00016751168,0.0000745206,0.000053395543,0.000009439943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012316505,0.00010586167,0.0001119249,0.000033291664,0.00011207336,0.000049644867,0.00017264848,0.000054698023,0.00022533465],"category_scores_gemma":[0.0000643962,0.00009048596,0.000024559195,0.00052338716,0.0000290381,0.00056761503,0.00015718081,0.0003128258,0.00002632296],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034506786,0.00003437466,0.011063972,0.000054123517,0.000013104483,0.000002109303,0.00006066483,0.0011550095,0.00056396826,0.98628557,0.0006758855,0.00005670099],"study_design_scores_gemma":[0.005552428,0.00020732023,0.028422063,0.00024266036,0.00018936892,0.0000037995178,0.004293631,0.4882467,0.0026710362,0.024634348,0.44412172,0.0014149316],"about_ca_topic_score_codex":0.000017509923,"about_ca_topic_score_gemma":0.000030359099,"teacher_disagreement_score":0.9616512,"about_ca_system_score_codex":0.00008176531,"about_ca_system_score_gemma":0.000017914816,"threshold_uncertainty_score":0.36899105},"labels":[],"label_agreement":null},{"id":"W2726538114","doi":"","title":"‘Closed Open Innovation’ or ‘Openly Closed Innovation’ – Which way is for world-first innovations?","year":2014,"lang":"en","type":"article","venue":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Open innovation; Business; Industrial organization; Knowledge management; Marketing; Computer science","score_opus":0.043286814725789706,"score_gpt":0.24899931236037504,"score_spread":0.20571249763458532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726538114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44499108,0.00001930074,0.23568653,0.029225588,0.00057434314,0.0067640226,0.0005046119,0.0009563498,0.28127816],"genre_scores_gemma":[0.9471498,0.00002147773,0.028325485,0.002086168,0.00021490689,0.0000026113742,0.00034315113,0.00009032708,0.021766076],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99482274,0.000096530835,0.0013645107,0.00141338,0.0014100315,0.0008928084],"domain_scores_gemma":[0.98992735,0.00074376445,0.0024865593,0.0015719818,0.0051711043,0.00009924389],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023028827,0.0007451327,0.0013822629,0.0033930892,0.0013442355,0.00022741997,0.004547609,0.001206395,0.0051717986],"category_scores_gemma":[0.0014159234,0.0009209985,0.0003215975,0.018748965,0.0008897059,0.0036871925,0.0033691123,0.0013743719,0.0002740301],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004357017,0.0018119505,0.010724347,0.0006421012,0.0004387187,0.00004418366,0.000117457785,0.00023135533,0.0075155715,0.73901236,0.22982149,0.0052834614],"study_design_scores_gemma":[0.015983524,0.00060956576,0.05870439,0.0008786673,0.00082120806,0.00001761538,0.0019042552,0.0041808602,0.0012698707,0.016229708,0.8968006,0.002599782],"about_ca_topic_score_codex":0.0009778871,"about_ca_topic_score_gemma":0.003206252,"teacher_disagreement_score":0.7227826,"about_ca_system_score_codex":0.00081100874,"about_ca_system_score_gemma":0.00049196545,"threshold_uncertainty_score":0.9999559},"labels":[],"label_agreement":null},{"id":"W2735613353","doi":"10.25112/rpr.v1i0.1112","title":"AMBIENTES DE INOVAÇÃO: DISCUTINDO O ECOSSISTEMA DO QUARTIER DE L’INNOVATION","year":2017,"lang":"pt","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.22558514357186635,"score_gpt":0.4812667130519628,"score_spread":0.25568156948009646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735613353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9366723,0.0010920743,0.0031328294,0.0031393508,0.0014763487,0.0008973833,0.00008198022,0.00006976313,0.053437974],"genre_scores_gemma":[0.9860681,0.000560143,0.00016388463,0.0016437155,0.0011675998,0.00002251697,0.00004670695,0.000114167015,0.010213144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99460936,0.0001589481,0.0017431496,0.00086003455,0.001572714,0.0010557839],"domain_scores_gemma":[0.99028254,0.00015009627,0.0062893745,0.0015067401,0.0016472703,0.00012396208],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.004194717,0.00071150303,0.0010808635,0.0021727956,0.0024851484,0.01686397,0.0065411394,0.00056671706,0.016783098],"category_scores_gemma":[0.0013436382,0.0007528272,0.00030235507,0.002409863,0.00034527775,0.018783264,0.0037758346,0.0013860676,0.00013269708],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028819634,0.00056703715,0.85560423,0.00045872485,0.00043245967,0.00007789716,0.00016988126,0.00023965666,0.014005957,0.0061519817,0.113128655,0.008875329],"study_design_scores_gemma":[0.0018099691,0.000009234426,0.92555517,0.0017660939,0.00042134523,0.0000101062,0.00088602485,0.0021858471,0.0045780037,0.0071239155,0.054615237,0.0010390467],"about_ca_topic_score_codex":0.0017821641,"about_ca_topic_score_gemma":0.00012966247,"teacher_disagreement_score":0.06995095,"about_ca_system_score_codex":0.00074724393,"about_ca_system_score_gemma":0.0003755726,"threshold_uncertainty_score":0.9994923},"labels":[],"label_agreement":null},{"id":"W2746662897","doi":"10.22318/icls2016.169","title":"Building on Cultural Capacity for Innovation Through International Collaboration: In Memory of Naomi Miyake","year":2016,"lang":"en","type":"article","venue":"International Conference of Learning Sciences","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Sociology","score_opus":0.1004279878991178,"score_gpt":0.32209278578525663,"score_spread":0.22166479788613883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746662897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9420843,0.0000013125444,0.015576276,0.006798208,0.0006374806,0.00014818754,0.000012701048,0.000021320631,0.03472022],"genre_scores_gemma":[0.9936477,0.0000026227135,0.0053711403,0.00019727976,0.00019093123,0.000007335103,0.000011747198,0.000004474769,0.000566757],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986453,0.000013670541,0.00038609913,0.00024450145,0.00058854755,0.00012187747],"domain_scores_gemma":[0.9975738,0.000124275,0.00066621543,0.00006453383,0.0015671264,0.0000040306622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005961586,0.000100286234,0.00013025026,0.0004937076,0.00009515023,0.00012989146,0.00051710405,0.00007596564,0.00029976788],"category_scores_gemma":[0.0010790263,0.00008064571,0.00003075643,0.00086578145,0.00023441108,0.0026087756,0.00008667459,0.00012199568,0.000005641736],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070683986,0.000051684507,0.03714066,0.000013619097,0.000018041172,3.2163334e-7,0.00015345527,0.0019127834,0.04305313,0.9130464,0.00020548236,0.004333745],"study_design_scores_gemma":[0.013769662,0.0007318899,0.07061236,0.004051214,0.00007670595,0.000006658323,0.021293454,0.19961518,0.15099028,0.26157424,0.27510872,0.0021696137],"about_ca_topic_score_codex":0.00011167442,"about_ca_topic_score_gemma":0.000027810527,"teacher_disagreement_score":0.65147215,"about_ca_system_score_codex":0.000114773604,"about_ca_system_score_gemma":0.000077096105,"threshold_uncertainty_score":0.32886368},"labels":[],"label_agreement":null},{"id":"W2758540920","doi":"10.5539/ibr.v10n10p94","title":"The Re-designing of Business Education through Web Tools: From Universities Web-radio to On-line Magazines","year":2017,"lang":"en","type":"article","venue":"International Business Research","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mindset; Computer science; Process (computing); Order (exchange); Field (mathematics); Work (physics); World Wide Web; Knowledge management; Engineering; Business","score_opus":0.13964905180828077,"score_gpt":0.3583580589492626,"score_spread":0.21870900714098182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2758540920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76797813,0.000029641431,0.0020458968,0.06980196,0.0021804664,0.00050756964,0.000092329436,0.00007434502,0.1572897],"genre_scores_gemma":[0.9850781,0.000053562944,0.00043597975,0.0007681542,0.0021299876,0.000018809022,0.00011665173,0.000033337223,0.011365448],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99719,0.000038576425,0.00034051927,0.00042405468,0.001661158,0.0003457107],"domain_scores_gemma":[0.99290776,0.0004886095,0.00041578047,0.00075564295,0.005410385,0.000021820104],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007924047,0.00020409266,0.00020290149,0.0005794171,0.001278349,0.0015440646,0.0021081013,0.00014884502,0.0005070122],"category_scores_gemma":[0.0018006368,0.00017953747,0.00005246184,0.0010808634,0.00032205784,0.0035595596,0.0009808657,0.0004373626,0.00031363987],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034335253,0.0016703543,0.10083816,0.00036427815,0.00078225875,0.000109995206,0.00095269264,0.0152923325,0.03602792,0.46435696,0.3447004,0.031471107],"study_design_scores_gemma":[0.0015465263,0.000026719112,0.28085792,0.00079399056,0.000040009894,0.0000016989541,0.0055537564,0.0052377474,0.001200166,0.0075558377,0.696672,0.0005135871],"about_ca_topic_score_codex":0.003973592,"about_ca_topic_score_gemma":0.00038020732,"teacher_disagreement_score":0.45680112,"about_ca_system_score_codex":0.00042553945,"about_ca_system_score_gemma":0.00061582844,"threshold_uncertainty_score":0.9994924},"labels":[],"label_agreement":null},{"id":"W2767362814","doi":"10.4000/books.pum.4354","title":"Sociologie des sciences","year":2015,"lang":"fr","type":"book-chapter","venue":"Presses de l’Université de Montréal eBooks","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"University of Illinois at Urbana-Champaign; Organisation de Coopération et de Développement Économiques; University of Toronto; Johns Hopkins University; Princeton University; University of Oxford; Harvard University; University of Cambridge; Wayne State University; State University of New York; Stanford Bio-X; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Sociology","score_opus":0.072272980669022,"score_gpt":0.22444526715062638,"score_spread":0.15217228648160436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767362814","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023939405,0.0036518036,0.0013498048,0.0014881112,0.00027625202,0.00042457858,0.00007003207,0.00026129998,0.9685387],"genre_scores_gemma":[0.19785304,0.00046287102,0.002354606,0.0015084491,0.0008402772,0.0000048581514,0.00007533905,0.00012264476,0.7967779],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99696046,0.00004863776,0.00038399533,0.00079012447,0.0008368854,0.0009799151],"domain_scores_gemma":[0.9978595,0.00016033264,0.0007508197,0.0004441325,0.000661329,0.00012393543],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00073041546,0.0006928099,0.0005539287,0.0004926883,0.002104179,0.00036539693,0.0013081271,0.0012141573,0.008699754],"category_scores_gemma":[0.0001290598,0.0008081313,0.0002564584,0.00013320353,0.0023027554,0.001191516,0.0022368026,0.0010449431,0.00068258477],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000290568,0.00007431112,0.03340367,0.0004520759,0.0004460269,0.00075870194,0.00077623175,0.0031942087,0.00054939627,0.86050296,0.08888736,0.010664487],"study_design_scores_gemma":[0.0013136227,0.00009818831,0.0031117706,0.0004853899,0.00080685876,0.000042282103,0.0014534655,0.0043185586,0.00015339983,0.15078877,0.8362739,0.0011537627],"about_ca_topic_score_codex":0.003201484,"about_ca_topic_score_gemma":0.00088193576,"teacher_disagreement_score":0.7473866,"about_ca_system_score_codex":0.0033898063,"about_ca_system_score_gemma":0.00028935762,"threshold_uncertainty_score":0.999437},"labels":[],"label_agreement":null},{"id":"W2767665785","doi":"10.1111/ropr.12273","title":"Boundary Concepts for Boundary Work Between Science and Technology Studies and International Relations: Special Issue Introduction","year":2017,"lang":"en","type":"article","venue":"Review of Policy Research","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Agence Nationale de la Recherche","keywords":"SAINT; Sociology; Boundary (topology); Session (web analytics); Humanities; Library science; Art history; Art; Mathematics; Computer science; World Wide Web","score_opus":0.133647575268335,"score_gpt":0.4485865198661324,"score_spread":0.31493894459779737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767665785","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14004408,0.020084547,0.00017573184,0.7729715,0.0010243001,0.0026270852,0.000040222963,0.00007123324,0.062961265],"genre_scores_gemma":[0.7859943,0.045278963,0.0050837845,0.0032876176,0.124008894,0.00019158107,0.000087029344,0.00008742628,0.03598044],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99868065,0.000014424024,0.0002319911,0.00027472866,0.0005802388,0.00021797357],"domain_scores_gemma":[0.99742484,0.00009136764,0.0002777144,0.00029994326,0.001892617,0.000013502792],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0027316196,0.000081419035,0.00021151289,0.00078855315,0.0013315358,0.0003377957,0.00047435143,0.00007376258,0.00008971811],"category_scores_gemma":[0.007216483,0.00007831073,0.000017133465,0.0010659861,0.0024406686,0.0015354396,0.0008968225,0.00028174874,0.000021532709],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003499585,0.000033082917,0.04886765,0.0036308318,0.00011117646,0.0000012147974,0.000110886635,3.1023174e-7,0.00018414108,0.30884886,0.29138651,0.34679034],"study_design_scores_gemma":[0.00026935455,0.000015726479,0.008442995,0.0011085096,0.000021789912,9.1467905e-7,0.00028246545,0.000014407077,0.000030629984,0.021457644,0.9682764,0.00007916166],"about_ca_topic_score_codex":0.00004000977,"about_ca_topic_score_gemma":0.0000040572663,"teacher_disagreement_score":0.7696839,"about_ca_system_score_codex":0.00023885077,"about_ca_system_score_gemma":0.00023594878,"threshold_uncertainty_score":0.9999686},"labels":[],"label_agreement":null},{"id":"W2768088279","doi":"10.1007/s13132-017-0507-8","title":"Research Outputs as Vehicles of Knowledge Exchange in a Quintuple Helix Context: The Case of Biofuels Research Outputs","year":2017,"lang":"en","type":"article","venue":"Journal of the Knowledge Economy","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; University of Toronto; Multiple Sclerosis Society of Canada; Wilfrid Laurier University; University of Ottawa","funders":"Networks of Centres of Excellence of Canada; BioFuelNet Canada","keywords":"Context (archaeology); Biofuel; Entrepreneurship; Business; Economics; Engineering; Finance","score_opus":0.127619762780596,"score_gpt":0.3548915581744585,"score_spread":0.2272717953938625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768088279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87756723,0.00069332344,0.000020734968,0.0051521277,0.00051421183,0.0004369737,0.0000064984392,0.0000047730555,0.11560411],"genre_scores_gemma":[0.9926271,0.00002334602,0.000016159269,0.00008158142,0.001014572,0.0000062448603,5.302021e-7,0.000024530482,0.0062059537],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997757,0.00029734187,0.0008454097,0.00023745142,0.0004043151,0.00045848754],"domain_scores_gemma":[0.99426097,0.0005587509,0.0014215201,0.00092584675,0.0027953344,0.00003755664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009447835,0.00017954959,0.00045418076,0.0010565215,0.00082926714,0.00030974473,0.0022394913,0.00021346266,0.00024080867],"category_scores_gemma":[0.001214774,0.00012470505,0.00020340458,0.0008137646,0.0007237823,0.0016052289,0.0018166205,0.001501232,0.0001550475],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015413442,0.0043449,0.22813527,0.0030505988,0.00096145296,0.0008558697,0.020591103,0.00009827545,0.0052735754,0.50398743,0.107252665,0.12390749],"study_design_scores_gemma":[0.009703146,0.0004421183,0.04553663,0.003021302,0.00019736738,0.000292552,0.042377625,0.0040794425,0.014678765,0.080852695,0.7979814,0.0008369527],"about_ca_topic_score_codex":0.001082453,"about_ca_topic_score_gemma":0.0022324116,"teacher_disagreement_score":0.6907287,"about_ca_system_score_codex":0.000344613,"about_ca_system_score_gemma":0.00036103654,"threshold_uncertainty_score":0.652219},"labels":[],"label_agreement":null},{"id":"W2772971640","doi":"10.1177/0008125618759685","title":"How Do Intelligent Goods Shape Closed-Loop Systems?","year":2018,"lang":"en","type":"article","venue":"California Management Review","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":97,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Closed loop; Leverage (statistics); Circular economy; Industrial organization; Archetype; Sustainability; Goods and services; Business; Digital economy; Clothing; Business model; Competitive advantage; Information good; Computer science; Information system; Knowledge management; Economics; Marketing; Economy; Ecology; Engineering; Artificial intelligence","score_opus":0.03799228729751269,"score_gpt":0.24777950731120715,"score_spread":0.20978722001369446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772971640","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014614515,0.032839518,0.047050312,0.033671275,0.004366181,0.0098304385,0.00011753557,0.0015930916,0.85591716],"genre_scores_gemma":[0.7783891,0.034762666,0.001936255,0.08241429,0.009848581,0.00047373027,0.0007000892,0.0004008703,0.09107443],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99739265,0.000034827666,0.00056724175,0.00064840494,0.0008267186,0.0005301328],"domain_scores_gemma":[0.9982174,0.000016913042,0.0005862933,0.00081506715,0.00032294533,0.000041386185],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00090837205,0.0004180374,0.0005069385,0.00033038264,0.00030331494,0.00088895723,0.00082426757,0.00015136616,0.002059858],"category_scores_gemma":[0.00007018988,0.00038150605,0.00017366854,0.001475396,0.00011349027,0.0012075802,0.0007809568,0.00030572253,0.0047494103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026368221,0.00021999721,0.00413025,0.0172161,0.00038084708,0.00008661548,0.000009992369,0.000017731909,0.000018177301,0.39670005,0.4515006,0.12969325],"study_design_scores_gemma":[0.00030841667,0.000014383338,0.00018927212,0.0026826018,0.0003862181,0.0000024599492,0.00018824909,0.0023802419,0.000007716692,0.00036302969,0.9930343,0.00044311234],"about_ca_topic_score_codex":0.00002439992,"about_ca_topic_score_gemma":0.0000034312009,"teacher_disagreement_score":0.7648427,"about_ca_system_score_codex":0.00023057929,"about_ca_system_score_gemma":0.000013597582,"threshold_uncertainty_score":0.9998637},"labels":[],"label_agreement":null},{"id":"W2777278930","doi":"10.12957/childphilo.2018.30423","title":"GROUNDED THEORY. A Research Method for Advancing the Comprehension of P4C’s Processes.","year":2017,"lang":"en","type":"article","venue":"childhood & philosophy","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Comprehension; Grounded theory; Computer science; Philosophy for Children; Psychology; Programming language; Sociology; Pedagogy; Qualitative research","score_opus":0.0804567539490997,"score_gpt":0.33033787060757336,"score_spread":0.24988111665847368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2777278930","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36004168,0.00027271127,0.10515395,0.0791598,0.0011787381,0.0058307396,0.00006857134,0.00036848412,0.44792533],"genre_scores_gemma":[0.9941631,0.0000046482737,0.0024808215,0.0016987944,0.0013458934,0.00002755998,0.000018731318,0.000037553167,0.0002228973],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99830544,0.000045269015,0.00027915707,0.00037010259,0.0006429892,0.0003570274],"domain_scores_gemma":[0.9972413,0.0003745535,0.00055976305,0.0008483637,0.00096234906,0.000013641139],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020029778,0.0001829657,0.00025050543,0.00023624994,0.0017329941,0.0003297271,0.0011298421,0.0001398153,0.00005140555],"category_scores_gemma":[0.0010794391,0.00014367486,0.00009462989,0.0004477138,0.00021278577,0.0015520824,0.0006358836,0.00048929435,0.000024158668],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018691331,0.0003421222,0.0010657209,0.0004260801,0.000094617,0.0000024512854,0.00031245648,0.00011537183,0.00083260104,0.9890068,0.0027374073,0.004877424],"study_design_scores_gemma":[0.0019830076,0.000047316127,0.0073231524,0.00027663418,0.00009219707,0.0000018556801,0.00060333626,0.0019656948,0.00095069106,0.95451397,0.0319569,0.00028524981],"about_ca_topic_score_codex":0.00009641949,"about_ca_topic_score_gemma":0.000015795984,"teacher_disagreement_score":0.6341214,"about_ca_system_score_codex":0.000058567497,"about_ca_system_score_gemma":0.000078825826,"threshold_uncertainty_score":0.9995666},"labels":[],"label_agreement":null},{"id":"W2788622578","doi":"10.22215/timreview/1136","title":"Gender-Specific Constraints on Academic Entrepreneurship and Engagement in Knowledge and Technology Transfer","year":2018,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Entrepreneurship; Element (criminal law); Technology transfer; Knowledge transfer; Key (lock); Politics; Business; Knowledge management; Industrial organization; Marketing; Political science; Computer science","score_opus":0.06685582845264453,"score_gpt":0.282605462758836,"score_spread":0.21574963430619148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788622578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79959613,0.009443402,0.0059251543,0.046954915,0.0004533464,0.0043245004,0.000007728173,0.001305851,0.13198894],"genre_scores_gemma":[0.986248,0.007975809,0.00033990532,0.0048783263,0.00011273934,0.00009106618,0.000023654846,0.000028026616,0.0003024481],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979427,0.000026213755,0.0006879149,0.00070048065,0.00025767848,0.00038502124],"domain_scores_gemma":[0.99900335,0.000023707085,0.00022791499,0.00045054205,0.00028468473,0.000009789729],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010834391,0.000316472,0.00037292961,0.003603854,0.00020104836,0.000051053023,0.00040232352,0.00044482248,0.00045238517],"category_scores_gemma":[0.00008186371,0.00033437196,0.00001928294,0.0074557313,0.0006377298,0.00049916323,0.00045457637,0.0009287291,0.00019555831],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008952354,0.00006391049,0.017664809,0.0007296392,0.000033729328,0.000011827659,0.000014176738,2.8413967e-7,0.0002544168,0.79160637,0.0032559338,0.18635595],"study_design_scores_gemma":[0.002225777,0.00007686411,0.00986999,0.0027700334,0.00014549319,0.000013559736,0.0005734687,0.00011760827,0.00049300113,0.047367033,0.9356011,0.00074604066],"about_ca_topic_score_codex":0.0000013742042,"about_ca_topic_score_gemma":0.000003171414,"teacher_disagreement_score":0.9323452,"about_ca_system_score_codex":0.0001152916,"about_ca_system_score_gemma":0.000014214905,"threshold_uncertainty_score":0.99991083},"labels":[],"label_agreement":null},{"id":"W2802494255","doi":"","title":"DECONSTRUCTING PUBLIC PERCEPTIONS OF NOVEL FOOD TECHNOLOGIES: HUMAN VALUES AND INFORMATION COMMUNICATION STRATEGIES","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ministry of Agriculture - Saskatchewan","keywords":"Perception; Data science; Information and Communications Technology; Computer science; Psychology; World Wide Web; Neuroscience","score_opus":0.03393946244434171,"score_gpt":0.2583615861307285,"score_spread":0.2244221236863868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802494255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7715091,0.000012305708,0.0019843045,0.00019070161,0.00008218334,0.00027883778,0.000014300465,0.00029469558,0.22563355],"genre_scores_gemma":[0.9940563,0.000017326594,0.0038325624,0.000074709395,0.00006439886,0.000011484896,0.0014760058,0.000016457485,0.0004507666],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99883074,0.0000055402597,0.0004984931,0.00017912117,0.00032091758,0.00016517928],"domain_scores_gemma":[0.99770343,0.00002419344,0.0010366203,0.00038050188,0.0008493554,0.0000059064614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000244038,0.00021913339,0.00022556617,0.0009057969,0.00052987685,0.00062578433,0.00042392427,0.0005443204,0.00029378076],"category_scores_gemma":[0.00011563995,0.00023539776,0.00004679892,0.00061301375,0.00017964318,0.00951103,0.00019883855,0.00039729173,0.000013585444],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000114087525,0.000081523416,0.004375748,0.00052836945,0.000104978935,7.421624e-8,0.0006319244,0.000010145036,0.0011265,0.9826319,0.00087957573,0.0096178185],"study_design_scores_gemma":[0.0020326576,0.00009379144,0.026859004,0.0007116308,0.00033380662,0.0000063088414,0.89624536,0.0049649817,0.0006357324,0.053799037,0.013042999,0.0012746861],"about_ca_topic_score_codex":0.0001196869,"about_ca_topic_score_gemma":0.00025793613,"teacher_disagreement_score":0.9288329,"about_ca_system_score_codex":0.000069450994,"about_ca_system_score_gemma":0.000060828745,"threshold_uncertainty_score":0.9599242},"labels":[],"label_agreement":null},{"id":"W2862257931","doi":"10.12681/eadd/43803","title":"Τα συνδικαλιστικά δικαιώματα απέναντι στις οικονομικές ελευθερίες της ενωσιακής έννομης τάξης","year":2015,"lang":"el","type":"dissertation","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental science","score_opus":0.03333573803748543,"score_gpt":0.24976555941077466,"score_spread":0.21642982137328923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2862257931","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31568217,0.00032821545,0.0014714388,0.0036092394,0.0063732956,0.0022157002,0.00016628766,0.0010098718,0.6691438],"genre_scores_gemma":[0.5591755,0.00010123512,0.00080721866,0.006513177,0.0049715233,0.0000760507,0.006050474,0.0004907815,0.42181402],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9899704,0.000105453546,0.0020013798,0.0022933865,0.003819287,0.0018101281],"domain_scores_gemma":[0.9914616,0.00015088396,0.0027813374,0.0018061103,0.0035861798,0.00021393847],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0017166162,0.0020508845,0.0016718953,0.0020950022,0.0011885747,0.002186674,0.0024164,0.0031271062,0.01619793],"category_scores_gemma":[0.0005125464,0.0022218649,0.000645536,0.0038137909,0.00022134844,0.006373879,0.0009676958,0.0031081708,0.010874371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011366968,0.0016679011,0.014600017,0.0023638674,0.0014855559,0.0002999468,0.0011740627,0.0007089563,0.001783247,0.12053434,0.8389417,0.015303742],"study_design_scores_gemma":[0.005984587,0.00013126168,0.0101493355,0.0010882822,0.0018992681,0.000012568746,0.02186887,0.010762185,0.0005353933,0.00816806,0.934455,0.0049452274],"about_ca_topic_score_codex":0.0025666459,"about_ca_topic_score_gemma":0.0009874748,"teacher_disagreement_score":0.24732974,"about_ca_system_score_codex":0.0012058865,"about_ca_system_score_gemma":0.00075031235,"threshold_uncertainty_score":0.9992233},"labels":[],"label_agreement":null},{"id":"W2884701179","doi":"10.1055/s-0038-1644976","title":"Industry-Academic Partnerships – Opportunities for Innovation","year":2018,"lang":"en","type":"article","venue":"Planta Medica International Open","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"General partnership; Business; Revenue; Process (computing); Best practice; Marketing; Public relations; Finance; Management; Economics; Political science; Computer science","score_opus":0.2546360242034891,"score_gpt":0.33065922318495417,"score_spread":0.07602319898146509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884701179","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39428926,0.000003046887,0.0043358603,0.0897131,0.0027594487,0.000960179,0.00017195028,0.00014907548,0.50761807],"genre_scores_gemma":[0.9490759,0.000004605144,0.00040381544,0.024879675,0.004447873,0.00005802722,0.0010496897,0.000025620031,0.0200548],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984897,0.00000844313,0.00039214076,0.00027483897,0.0006130193,0.00022187496],"domain_scores_gemma":[0.9986837,0.00006736324,0.0004463331,0.00015582218,0.0006268672,0.00001993553],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00082863367,0.00014916946,0.00014886662,0.00042544332,0.00023251164,0.00032639617,0.00122369,0.00049561675,0.0027430127],"category_scores_gemma":[0.00042189786,0.00015287963,0.00002438025,0.00044827332,0.000120758574,0.002574733,0.00055127626,0.00072242325,0.00014114579],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018297909,0.000047227848,0.012469816,0.000018940198,0.00007799724,0.00000881437,0.000052676056,0.0000032461453,0.00032506252,0.5798089,0.40343446,0.0035699084],"study_design_scores_gemma":[0.0010585503,0.000017537119,0.0012194244,0.00009507628,0.000027294866,0.0000044480244,0.0010385793,0.004272384,0.00031474946,0.006030208,0.98570883,0.0002129443],"about_ca_topic_score_codex":0.00008557253,"about_ca_topic_score_gemma":0.000026504325,"teacher_disagreement_score":0.5822743,"about_ca_system_score_codex":0.00011331355,"about_ca_system_score_gemma":0.00011150327,"threshold_uncertainty_score":0.9981686},"labels":[],"label_agreement":null},{"id":"W2886885076","doi":"10.1371/journal.pone.0202120","title":"Vanishing industries and the rising monopoly of universities in published research","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Canada Research Chairs","keywords":"Monopoly; Publishing; Phenomenon; Divergence (linguistics); Business; Basic research; Empirical research; Economics; Marketing; Economic growth; Political science; Market economy","score_opus":0.09907964450160994,"score_gpt":0.25431687253024654,"score_spread":0.1552372280286366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886885076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94273657,0.000012912205,0.00003382398,0.0041531865,0.000022120295,0.00016193894,0.0000025447791,0.000022345717,0.052854553],"genre_scores_gemma":[0.99765044,0.0000035702003,0.00012909318,0.00024183458,0.0002587392,0.0000011159207,0.000002952946,0.000008070555,0.0017042006],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99891454,0.00003522285,0.00015457853,0.00015497937,0.0005485987,0.00019205395],"domain_scores_gemma":[0.99908113,0.00013622969,0.00013101762,0.00017464286,0.00047055865,0.0000064415385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011912253,0.00006831112,0.00014758279,0.00040547186,0.00021441471,0.0002395111,0.00026033737,0.00011186654,0.0001245628],"category_scores_gemma":[0.00023770814,0.00006274018,0.000010649386,0.0012069409,0.00052015,0.0023649326,0.00041779634,0.00046992206,0.000009794819],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00097332126,0.0010679121,0.27892673,0.00039381892,0.00038468602,0.000016736918,0.0049841944,0.00003020556,0.006738322,0.6927771,0.012262546,0.0014443981],"study_design_scores_gemma":[0.031009577,0.00033745696,0.15262575,0.004501037,0.00090487447,0.0000025514307,0.5275183,0.080445535,0.0473347,0.12900259,0.023970367,0.0023473126],"about_ca_topic_score_codex":0.0018380244,"about_ca_topic_score_gemma":0.00011880199,"teacher_disagreement_score":0.5637745,"about_ca_system_score_codex":0.000089204645,"about_ca_system_score_gemma":0.00004671794,"threshold_uncertainty_score":0.27785552},"labels":[],"label_agreement":null},{"id":"W2892081927","doi":"10.33423/jmpp.v19i2.1284","title":"Time in the Triple Helix: A Foundation for Innovation","year":2018,"lang":"en","type":"article","venue":"Journal of Management Policy and Practice","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Memorial University of Newfoundland","funders":"","keywords":"Triple helix; Preparedness; Helix (gastropod); Foundation (evidence); Key (lock); Knowledge management; Work (physics); Business; Computer science; Political science; Management; Computer security; Economics; Engineering; Ecology","score_opus":0.048828455872392484,"score_gpt":0.3119683519162627,"score_spread":0.2631398960438702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892081927","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24387284,0.000020596706,0.030798936,0.21269105,0.00061302556,0.001312223,0.0000032433275,0.00003039214,0.51065767],"genre_scores_gemma":[0.9435925,0.000033327877,0.0031363955,0.0437229,0.004687801,0.000007718904,0.000012756751,0.000016471522,0.0047901473],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99909717,0.00003630173,0.00034019942,0.0000890381,0.00031106107,0.00012623542],"domain_scores_gemma":[0.99842745,0.0002244763,0.00079357286,0.00010026269,0.00044992552,0.000004321186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027878603,0.000079304744,0.000093699666,0.00073138456,0.00016661533,0.00027348456,0.00018868413,0.000052560343,0.00006387585],"category_scores_gemma":[0.0010623877,0.00006387299,0.000023106842,0.0013570918,0.000045833985,0.0034667277,0.00006582939,0.00016318819,0.00003773016],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009521696,0.00022330818,0.00028236725,0.000107684464,0.00011142891,0.00001239797,0.0003649295,0.00005288957,0.00022676529,0.91597384,0.05574688,0.02594533],"study_design_scores_gemma":[0.001397937,0.00006611615,0.0019764171,0.000032221535,0.000104252395,0.000012864277,0.0014278275,0.0018128157,0.000010361931,0.011490076,0.98158413,0.000084958345],"about_ca_topic_score_codex":0.000043817145,"about_ca_topic_score_gemma":0.0000056123463,"teacher_disagreement_score":0.9258373,"about_ca_system_score_codex":0.000065848086,"about_ca_system_score_gemma":0.000021138385,"threshold_uncertainty_score":0.2637218},"labels":[],"label_agreement":null},{"id":"W2900560350","doi":"10.5430/ijba.v9n6p52","title":"The Research-Practice Gap in Management Field: A Relational Approach Based on the Quintuple Helix Model","year":2018,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universidad de Cádiz","keywords":"Perspective (graphical); Relevance (law); Field (mathematics); Work (physics); Computer science; Knowledge management; Sociology; Management science; Epistemology; Engineering ethics; Political science; Artificial intelligence; Economics","score_opus":0.11555121471634343,"score_gpt":0.32553720636910227,"score_spread":0.20998599165275883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900560350","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09985746,0.00001233938,0.33319876,0.32250693,0.0016230969,0.0006385808,0.000006508041,0.000030378118,0.24212596],"genre_scores_gemma":[0.9912798,0.0000091425945,0.002573623,0.0043506795,0.0011436456,0.000009407162,0.000014537765,0.000012019585,0.0006071634],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973181,0.000060738905,0.0004952901,0.00017301278,0.0017734992,0.00017935947],"domain_scores_gemma":[0.99570763,0.00044822312,0.0006014475,0.00020515131,0.0030253837,0.000012142791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002687284,0.000118207616,0.000091765054,0.0004846277,0.00036073168,0.0005262149,0.00071333523,0.00009817156,0.00011883593],"category_scores_gemma":[0.0010487864,0.00008217423,0.000050803406,0.00083688315,0.00012410316,0.001578905,0.00012237013,0.00055933447,0.00004007612],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014099616,0.00046298257,0.0009327396,0.00001721968,0.00007740784,0.000047306927,0.00007129191,0.05040812,0.00006521406,0.929544,0.014646105,0.0023176877],"study_design_scores_gemma":[0.0014287339,0.00009628556,0.0066817077,0.0002107292,0.000039022594,0.00002383807,0.0014950715,0.87598264,0.000115779825,0.02456194,0.089164026,0.00020020275],"about_ca_topic_score_codex":0.000034915403,"about_ca_topic_score_gemma":0.000023761197,"teacher_disagreement_score":0.90498203,"about_ca_system_score_codex":0.00023772755,"about_ca_system_score_gemma":0.00016806411,"threshold_uncertainty_score":0.50743026},"labels":[],"label_agreement":null},{"id":"W2902300008","doi":"10.22215/timreview/1195","title":"Collaboration Strategies in Innovation Ecosystems: An Empirical Study of the German Microelectronics and Photonics Industries","year":2018,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"German; Dynamic capabilities; Business; Knowledge management; Innovation management; Industrial organization; Computer science; Geography","score_opus":0.029065065973344382,"score_gpt":0.3029315997181975,"score_spread":0.2738665337448531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902300008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899569,0.0001996552,0.00031034838,0.0046703154,0.000119659504,0.001986799,0.0000019144545,0.00012701759,0.0026273956],"genre_scores_gemma":[0.9971796,0.00015947963,0.00014758306,0.0022460443,0.000053781067,0.000065751105,0.000034194763,0.000016914053,0.00009662736],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980638,0.000040334475,0.00092956173,0.00037396097,0.00036872088,0.00022360827],"domain_scores_gemma":[0.9973479,0.000008650295,0.0009980062,0.0005439361,0.0010982465,0.0000032533856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010128267,0.0002115048,0.00031506704,0.0016857552,0.00020826628,0.00013404089,0.00045082177,0.00024983642,0.000049949227],"category_scores_gemma":[0.000095755706,0.00018807268,0.000011244259,0.020498479,0.00014010478,0.0016713139,0.00036576285,0.00043438037,0.000008517434],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002255993,0.00046410767,0.09330884,0.0011191701,0.00007694986,0.000003179768,0.00015312698,0.000018726381,0.000921976,0.8915751,0.0044732373,0.007862996],"study_design_scores_gemma":[0.008702194,0.0011443404,0.08065647,0.005595321,0.00091975,0.000016613263,0.046184085,0.0091395,0.0030371957,0.09104339,0.75131416,0.0022469952],"about_ca_topic_score_codex":0.000046281068,"about_ca_topic_score_gemma":0.0004885095,"teacher_disagreement_score":0.80053174,"about_ca_system_score_codex":0.00016599969,"about_ca_system_score_gemma":0.00007508263,"threshold_uncertainty_score":0.98488396},"labels":[],"label_agreement":null},{"id":"W2902766845","doi":"10.1186/s40604-018-0062-8","title":"'Innovation policy is a team sport' - insights from non-governmental intermediaries in Canadian innovation ecosystem","year":2018,"lang":"en","type":"article","venue":"Triple Helix Journal","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Intermediary; CLARITY; Business; Interdependence; Open innovation; Public relations; Knowledge transfer; Work (physics); Knowledge management; Political science; Marketing","score_opus":0.01594660728849972,"score_gpt":0.22914072879575567,"score_spread":0.21319412150725595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902766845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9638433,0.000007496189,0.0008644528,0.0026163424,0.0011469937,0.0002918383,0.00005332568,0.000037812268,0.031138461],"genre_scores_gemma":[0.98722744,0.0000035919593,0.00016247453,0.006840488,0.0048227175,0.0000047433564,0.00012652758,0.000032739834,0.00077926076],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975843,0.000011405655,0.0008740498,0.00030902564,0.0007282919,0.0004929432],"domain_scores_gemma":[0.9981665,0.00001216034,0.0008546591,0.00023171608,0.0006897096,0.000045277553],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047352523,0.0002579986,0.0002797173,0.0029632887,0.00045502136,0.0005533455,0.00039888968,0.00027816833,0.00087961747],"category_scores_gemma":[0.00015642699,0.0002708609,0.00004519227,0.0047792406,0.000093365656,0.0029873806,0.00013085063,0.0006867733,0.00030698776],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004069207,0.00027477797,0.6412988,0.000076615506,0.000192173,0.00015989426,0.001898151,0.000042170162,0.0059310906,0.24281229,0.10136699,0.005540139],"study_design_scores_gemma":[0.007816558,0.00012977686,0.21992217,0.00072274037,0.000090657275,0.000053778713,0.00957352,0.026227113,0.004022573,0.018828766,0.71117824,0.0014341125],"about_ca_topic_score_codex":0.0901173,"about_ca_topic_score_gemma":0.10239973,"teacher_disagreement_score":0.60981125,"about_ca_system_score_codex":0.0026986846,"about_ca_system_score_gemma":0.00059963315,"threshold_uncertainty_score":0.99997437},"labels":[],"label_agreement":null},{"id":"W2905193022","doi":"10.5751/es-10747-240226","title":"Archetype analysis in sustainability research: meanings, motivations, and evidence-based policy making","year":2019,"lang":"en","type":"article","venue":"Ecology and Society","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":202,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"European Commission; University of Bern; National Aeronautics and Space Administration; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Archetype; Sustainability; Sociology; Environmental ethics; Political science; Humanities; Philosophy; Ecology; Theology; Biology","score_opus":0.06324419441575191,"score_gpt":0.3177607599561382,"score_spread":0.25451656554038626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905193022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988214,0.000021691209,0.00023794481,0.009378434,0.00002098091,0.00023815056,7.6753486e-7,0.000022222368,0.0018657881],"genre_scores_gemma":[0.99703556,0.000011240758,0.00019227293,0.0021925706,0.00007909773,0.000004746604,0.000005620165,0.0000050287263,0.0004738766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990567,0.000059085905,0.0001487486,0.0002879584,0.000189071,0.00025842883],"domain_scores_gemma":[0.9991364,0.0003319739,0.00009682499,0.00015265174,0.00027303907,0.000009107628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018425393,0.00008180138,0.00016125734,0.0003842781,0.00025856963,0.00008226487,0.00010825571,0.00020681435,0.00013410779],"category_scores_gemma":[0.0006414742,0.000087103996,0.000049377326,0.0020332092,0.00016812285,0.0007485036,0.0002216185,0.00044294275,0.000006582565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015395686,0.000032115317,0.94309586,0.000090585076,0.00004880201,0.0000012108588,0.00029501933,0.00059158757,0.000026611231,0.055352774,0.00033285815,0.00011717592],"study_design_scores_gemma":[0.0003377453,0.0000096679305,0.9645752,0.000021495927,0.00003467459,1.00519465e-7,0.002866804,0.024382679,0.0000033247784,0.0067075808,0.0009723154,0.000088454515],"about_ca_topic_score_codex":0.00047129305,"about_ca_topic_score_gemma":0.00015029349,"teacher_disagreement_score":0.048645195,"about_ca_system_score_codex":0.0003156274,"about_ca_system_score_gemma":0.00012878691,"threshold_uncertainty_score":0.35519978},"labels":[],"label_agreement":null},{"id":"W2921614777","doi":"10.1007/s10961-019-09720-5","title":"Universities and open innovation: the determinants of network centrality","year":2019,"lang":"en","type":"article","venue":"The Journal of Technology Transfer","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":142,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Trent University; Nottingham Trent University","keywords":"Centrality; Open innovation; Business; Economic geography; Industrial organization; Regional science; Knowledge management; Marketing; Geography; Computer science; Mathematics","score_opus":0.02141140768478349,"score_gpt":0.23143663458101013,"score_spread":0.21002522689622663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921614777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895674,0.000031526546,0.0005107361,0.006860154,0.000120200384,0.00015629196,0.0000014208168,0.000009409089,0.0027428695],"genre_scores_gemma":[0.99889433,0.000014932908,0.000056264762,0.00060885993,0.00006669179,1.5563657e-7,3.4411786e-7,0.0000048964584,0.00035354914],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993862,0.000013846514,0.00026053845,0.00005642961,0.00016425374,0.0001187173],"domain_scores_gemma":[0.9993216,0.00003379423,0.00022176033,0.00017070031,0.0002495774,0.0000025633703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007293264,0.000073094714,0.00016816461,0.00017712505,0.00012833423,0.000035663415,0.0007628258,0.00011854069,0.00014510257],"category_scores_gemma":[0.000008811601,0.000044727185,0.000021975344,0.0009570812,0.00017603653,0.00077244797,0.0001896904,0.0003531981,0.0000035425835],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003777658,0.00006550022,0.46533373,0.00006451306,0.00016457538,0.000008650297,0.00025153832,0.00061368506,0.0015646978,0.525063,0.0021462983,0.004346057],"study_design_scores_gemma":[0.014295498,0.0006383744,0.43122828,0.0012052763,0.0017375995,0.00034369325,0.087194376,0.004912366,0.015498951,0.16585654,0.27576745,0.0013215932],"about_ca_topic_score_codex":0.000028383043,"about_ca_topic_score_gemma":0.000009702643,"teacher_disagreement_score":0.35920644,"about_ca_system_score_codex":0.000026538994,"about_ca_system_score_gemma":0.000035443958,"threshold_uncertainty_score":0.18239217},"labels":[],"label_agreement":null},{"id":"W2927821638","doi":"10.33312/ijar.400","title":"Sustainability Reporting By Universities In Indonesia Abstract","year":2018,"lang":"en","type":"article","venue":"The Indonesian Journal of Accounting Research","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Sustainability reporting; Sustainability; Accounting; Integrated reporting","score_opus":0.04889600242253798,"score_gpt":0.32258770624996336,"score_spread":0.27369170382742536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2927821638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799595,0.000023607314,0.0001595124,0.009284162,0.00015759983,0.00023917164,8.264854e-7,0.000022180218,0.010153423],"genre_scores_gemma":[0.9978819,0.0000023641505,0.000036572033,0.0003355268,0.0013577119,0.0000011479386,0.000001818622,0.000025009822,0.00035798099],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961298,0.00008846746,0.0012374393,0.0002488315,0.0016256715,0.0006697647],"domain_scores_gemma":[0.99297523,0.00033014527,0.0025901254,0.00039556818,0.0036815468,0.000027408392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014535584,0.00017963619,0.00031599274,0.0011631108,0.00072964554,0.0005576383,0.0010899636,0.00020157528,0.00020134602],"category_scores_gemma":[0.0012985424,0.00014624385,0.0000997294,0.0025226974,0.00057074975,0.0031443867,0.0004110696,0.0019300242,0.000030439558],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066083844,0.0002750211,0.9605373,0.00021224977,0.000078460165,0.00043243048,0.0010876391,0.0001716779,0.0023176528,0.009140385,0.021022797,0.004063512],"study_design_scores_gemma":[0.0029864416,0.00013702712,0.8452728,0.0005177414,0.000062249324,0.00012183783,0.09840031,0.0014765671,0.0013891595,0.01246628,0.036516283,0.00065332075],"about_ca_topic_score_codex":0.00084687053,"about_ca_topic_score_gemma":0.000051199055,"teacher_disagreement_score":0.11526456,"about_ca_system_score_codex":0.00085921364,"about_ca_system_score_gemma":0.0005243534,"threshold_uncertainty_score":0.8385102},"labels":[],"label_agreement":null},{"id":"W2946041163","doi":"10.1016/j.techfore.2019.05.005","title":"Digital technology, digital culture and the metric/nonmetric distinction","year":2019,"lang":"en","type":"article","venue":"Technological Forecasting and Social Change","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":69,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Obstacle; Metric (unit); Aside; Phenomenon; Digital transformation; Epistemology; Sociology; Transformation (genetics); Computer science; Mathematics; Philosophy; Linguistics; Political science; Economics; Law; Operations management; World Wide Web","score_opus":0.04523808100410318,"score_gpt":0.21430446795082017,"score_spread":0.169066386946717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946041163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9670799,0.0000940797,0.0004293617,0.0040765065,0.00008321219,0.0004347086,0.00001668713,0.0005402215,0.027245373],"genre_scores_gemma":[0.9983624,0.000006189167,0.000036517817,0.00031411747,0.00027629177,0.000014989615,0.000022654744,0.000011259278,0.0009555685],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99907625,0.0000037201316,0.00015423186,0.00028640055,0.00023674552,0.00024265242],"domain_scores_gemma":[0.99957114,0.000056914818,0.00018522199,0.00010172368,0.00007770407,0.000007291903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020843832,0.00016758934,0.0002135874,0.00039219687,0.0004507661,0.00046919414,0.00019483759,0.0004795703,0.000025844516],"category_scores_gemma":[0.0003793358,0.000112799375,0.00004555387,0.001969886,0.000468543,0.0010557271,0.00054734177,0.00053215114,0.000030504096],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007802562,0.00007639926,0.14270785,0.000071079005,0.00004454523,0.000008817262,0.00015697202,7.9218637e-7,0.000017790078,0.47349828,0.00030317096,0.38303626],"study_design_scores_gemma":[0.014332633,0.0004210213,0.04875316,0.00025073384,0.00042663526,0.00012443533,0.03483405,0.036476478,0.000061584404,0.24047305,0.6208127,0.0030334946],"about_ca_topic_score_codex":0.000013725204,"about_ca_topic_score_gemma":0.0000011779066,"teacher_disagreement_score":0.62050956,"about_ca_system_score_codex":0.000044468517,"about_ca_system_score_gemma":0.0000024258527,"threshold_uncertainty_score":0.4599825},"labels":[],"label_agreement":null},{"id":"W2952696989","doi":"10.1002/asi.20997","title":"National and international dimensions of the Triple Helix in Japan: University–industry–government versus international coauthorship relations","year":2009,"lang":"en","type":"article","venue":"Journal of the American Society for Information Science and Technology","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":153,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of Informatics","keywords":"Triple helix; Government (linguistics); International relations; Political science; Library science; Value (mathematics); Regional science; Sociology; Computer science; Politics; Law","score_opus":0.023866743336898272,"score_gpt":0.2543653634252096,"score_spread":0.23049862008831132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952696989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.945246,0.0000034757763,0.00045839883,0.050858155,0.00040097776,0.00014294873,0.000014316647,0.000008377137,0.0028673734],"genre_scores_gemma":[0.99791306,0.000014824554,0.0006096022,0.0012395309,0.00004488561,4.2241066e-7,9.098535e-7,0.0000013833212,0.00017537714],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988476,0.000004755106,0.0002561871,0.000068875124,0.0007249579,0.00009762246],"domain_scores_gemma":[0.99812084,0.000049423714,0.00095047726,0.000081619226,0.00078807917,0.000009561675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007972515,0.000060061313,0.000093882474,0.00028753607,0.00025812225,0.000063829044,0.0005328443,0.00008333671,0.000007570384],"category_scores_gemma":[0.00063376804,0.000041824373,0.00006445764,0.0017326757,0.0005951077,0.002399083,0.00022530752,0.00033837804,7.023477e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044253975,0.00021716885,0.14617392,0.00001651511,0.00019040013,4.90529e-7,0.0010082523,0.0026543092,0.0037274163,0.76849735,0.035855632,0.041215993],"study_design_scores_gemma":[0.0070220567,0.00022446635,0.3596581,0.00016139186,0.00014096801,0.000040281597,0.05768771,0.06901142,0.00062577584,0.013913797,0.49110052,0.00041350932],"about_ca_topic_score_codex":0.000010334142,"about_ca_topic_score_gemma":0.0000030541776,"teacher_disagreement_score":0.75458354,"about_ca_system_score_codex":0.00033516734,"about_ca_system_score_gemma":0.00014770374,"threshold_uncertainty_score":0.21926989},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2963246983","doi":"10.22230/cjc.2003v28n3a1372","title":"The Construction and Globalization of the Knowlege Base in Interhuman Communication Systems","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Hindsight bias; Meaning (existential); Globalization; Perspective (graphical); Human communication; Epistemology; Sociology; Psychology; Social psychology; Computer science; Communication; Political science; Philosophy; Artificial intelligence; Law","score_opus":0.018211111833207665,"score_gpt":0.2025543145310175,"score_spread":0.18434320269780982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963246983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95874107,0.0016697741,0.0008431936,0.0046515837,0.00037140038,0.00031935042,0.0000037834795,0.0000057241564,0.033394102],"genre_scores_gemma":[0.9995657,0.00008832045,0.00013966676,0.000121286066,0.00001999081,0.0000010745614,0.0000037627128,0.0000053201106,0.000054872053],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921906,0.00014621278,0.0003652842,0.000044289474,0.00013785691,0.0000872918],"domain_scores_gemma":[0.9983575,0.00006495124,0.0007250372,0.00041905386,0.00041718676,0.000016277714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009683638,0.000060952352,0.00009034569,0.00018875893,0.00037698887,0.00015032268,0.00048047892,0.000069470865,0.000013805172],"category_scores_gemma":[0.00025130183,0.000047488098,0.000024535766,0.00049280265,0.00019414876,0.0007059804,0.000045693414,0.0002665982,9.913123e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000071602094,0.000011486591,0.100545555,0.000014888707,0.0000144493815,3.0777716e-7,0.00020260745,0.00087093527,0.000049248,0.89610964,0.0008448126,0.0013289049],"study_design_scores_gemma":[0.0034751561,0.000042632513,0.195838,0.0020327538,0.00021793431,0.00012092934,0.0366135,0.021972628,0.00038270565,0.04560989,0.6931192,0.000574624],"about_ca_topic_score_codex":0.00354861,"about_ca_topic_score_gemma":0.021353573,"teacher_disagreement_score":0.85049975,"about_ca_system_score_codex":0.00021003804,"about_ca_system_score_gemma":0.00015477532,"threshold_uncertainty_score":0.9965042},"labels":[],"label_agreement":null},{"id":"W2972827250","doi":"10.5430/ijba.v10n5p33","title":"Porter’s Diamond Approaches and the Competitiveness Web","year":2019,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of the Aegean; Trakya Üniversitesi","keywords":"Diamond; Diamond model; Perspective (graphical); Set (abstract data type); Computer science; Industrial organization; Management science; Economics; Political science; Artificial intelligence","score_opus":0.0295520242893005,"score_gpt":0.22580693578277644,"score_spread":0.19625491149347593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972827250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9658833,0.000020190277,0.0048944806,0.013332005,0.0011005733,0.00016172318,0.0000047962258,0.000012225986,0.0145906685],"genre_scores_gemma":[0.9977466,0.000011022748,0.00011469972,0.00082261453,0.00092738145,0.0000014745216,0.000022334516,0.000009561817,0.00034432628],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99881214,0.00001474516,0.00036210346,0.00011798166,0.00060762744,0.00008539199],"domain_scores_gemma":[0.99816144,0.00005658011,0.000772071,0.0000913224,0.00090939517,0.000009224138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047157521,0.00011126883,0.00016427075,0.00021477244,0.0000619375,0.0003941998,0.00033080313,0.000074498894,0.00025224738],"category_scores_gemma":[0.00005202535,0.00008327978,0.000052124517,0.00024964052,0.00009801859,0.001870161,0.00009200119,0.00020506288,0.000020739877],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014876206,0.00026199932,0.25197145,0.000078762336,0.00028176577,0.00007909196,0.00010676645,0.0013381313,0.0010294172,0.7368325,0.000500189,0.006032312],"study_design_scores_gemma":[0.015559022,0.00007219223,0.81288725,0.00044789942,0.00026331714,0.00044048604,0.0025640605,0.041283835,0.00048135233,0.01059371,0.114706084,0.00070077454],"about_ca_topic_score_codex":0.000014312046,"about_ca_topic_score_gemma":0.000010422803,"teacher_disagreement_score":0.7262388,"about_ca_system_score_codex":0.000051212453,"about_ca_system_score_gemma":0.00009818353,"threshold_uncertainty_score":0.38012776},"labels":[],"label_agreement":null},{"id":"W2973747285","doi":"10.1108/bij-07-2018-0225","title":"Community leadership and the Triple Helix model as determinants of the constitution of science parks","year":2019,"lang":"en","type":"article","venue":"Benchmarking An International Journal","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Constitution; Originality; Sociology; Exploratory research; Epistemology; Qualitative research; Social science; Political science; Law","score_opus":0.055087477442521106,"score_gpt":0.2737467386596227,"score_spread":0.21865926121710158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2973747285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98521703,0.0000064514406,0.0005446175,0.0006815443,0.00062588835,0.00010238451,0.0000030206456,0.0000044976746,0.01281455],"genre_scores_gemma":[0.99890083,0.000004360758,0.000104709456,0.00065474317,0.000139381,4.6669481e-7,0.0000015286718,0.0000029908197,0.00019096177],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987939,0.00004298737,0.00025529883,0.000085338244,0.0007130795,0.00010941027],"domain_scores_gemma":[0.998666,0.000047848815,0.0005891671,0.00017534461,0.00051237346,0.000009301916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001742058,0.00007127165,0.00010543128,0.00018018979,0.00041917892,0.00017665472,0.0008692557,0.00004810048,0.00007477951],"category_scores_gemma":[0.00020069059,0.000047510366,0.00004683362,0.00025296898,0.00089001394,0.0014319541,0.00028694593,0.0004377006,0.0000019577503],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047244047,0.00019099067,0.627744,0.000055449287,0.00007300385,0.0000026677226,0.0012780146,0.011425911,0.0048827915,0.34758034,0.0002959532,0.005998418],"study_design_scores_gemma":[0.0048294463,0.000043440952,0.16342296,0.0006395424,0.00008323044,0.00010509434,0.0077287247,0.798806,0.0024960907,0.020366715,0.0012102693,0.00026849727],"about_ca_topic_score_codex":0.000310973,"about_ca_topic_score_gemma":0.000024777322,"teacher_disagreement_score":0.7873801,"about_ca_system_score_codex":0.00006949995,"about_ca_system_score_gemma":0.00012730401,"threshold_uncertainty_score":0.32792935},"labels":[],"label_agreement":null},{"id":"W2985264380","doi":"10.1007/978-3-030-20557-7_8","title":"Innovation, New Technologies, and the Future of the Circumpolar North","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Circumpolar star; Geography; Oceanography; Geology","score_opus":0.01563328562993646,"score_gpt":0.17874725916877113,"score_spread":0.16311397353883467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985264380","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003563176,0.00023492168,0.0005354375,0.024528757,0.00063215906,0.0009586947,0.000020844982,0.00019163826,0.96933436],"genre_scores_gemma":[0.06373918,0.000086138825,0.00009444115,0.006019938,0.0011316175,0.0000015856455,0.00007401052,0.000056417717,0.92879665],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988775,0.0000024151755,0.00032075448,0.0002406353,0.0004372931,0.000121361394],"domain_scores_gemma":[0.9982715,0.00002536891,0.0007715971,0.00059389975,0.0003353078,0.0000023041823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017529311,0.00023147497,0.00025395397,0.00027473163,0.0001471174,0.000096546435,0.00063312304,0.0004805689,0.0003853432],"category_scores_gemma":[0.000033696746,0.00013436234,0.00006179959,0.0004887089,0.0002078927,0.0004400821,0.0006930166,0.00071459124,0.000041957635],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012774281,0.0000033903445,0.004004212,0.000046067562,0.00005490879,3.4551988e-7,0.000010315645,0.000004896676,0.000005583127,0.9523217,0.037640642,0.005895159],"study_design_scores_gemma":[0.0006816312,0.0000022011536,0.0010356639,0.00005007838,0.00008289192,7.841064e-7,0.00027439411,0.00006813464,0.000006146309,0.05919459,0.9384171,0.00018642627],"about_ca_topic_score_codex":0.0000789207,"about_ca_topic_score_gemma":0.00008704045,"teacher_disagreement_score":0.9007764,"about_ca_system_score_codex":0.000044750763,"about_ca_system_score_gemma":0.00009113033,"threshold_uncertainty_score":0.54791373},"labels":[],"label_agreement":null},{"id":"W3005251892","doi":"","title":"Understanding quadruple helix relationships of university technologycommercialisation: a micro level approach","year":2016,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Stakeholder; Process (computing); Salience (neuroscience); Through-the-lens metering; Knowledge management; Business; Political science; Engineering; Public relations; Computer science; Lens (geology)","score_opus":0.1909187537396899,"score_gpt":0.27632988326315,"score_spread":0.08541112952346011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005251892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5876307,0.0000045307297,0.17821951,0.021541474,0.0001778153,0.0011993271,0.0002558651,0.00048133492,0.21048947],"genre_scores_gemma":[0.9832892,0.000017543229,0.0011074141,0.000047460715,0.00011612594,3.359334e-7,0.000056572604,0.000023319106,0.015342019],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975258,0.00018028119,0.000248955,0.0005253119,0.0009501841,0.0005694802],"domain_scores_gemma":[0.9981437,0.00028050176,0.0003368606,0.0004937305,0.0006893876,0.000055862256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015160409,0.00021522483,0.00027665962,0.0018214195,0.001116334,0.000057204878,0.00080954604,0.00046778086,0.00052723376],"category_scores_gemma":[0.00029452014,0.00022699503,0.00011799217,0.0029202707,0.0006668482,0.0023835518,0.0008146963,0.0008783587,0.000094771065],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029993994,0.00027358005,0.11630126,0.00009949404,0.0001257954,0.00011635893,0.000121288125,0.0000588544,0.001663815,0.86342716,0.017305179,0.00020729871],"study_design_scores_gemma":[0.019572048,0.00035303575,0.21680373,0.001187701,0.0006545254,0.000029952449,0.21744485,0.0017806434,0.0042818165,0.031181889,0.5028528,0.0038570475],"about_ca_topic_score_codex":0.0013802892,"about_ca_topic_score_gemma":0.000087899585,"teacher_disagreement_score":0.83224523,"about_ca_system_score_codex":0.0009917929,"about_ca_system_score_gemma":0.00021727441,"threshold_uncertainty_score":0.9256589},"labels":[],"label_agreement":null},{"id":"W3013983017","doi":"10.1007/978-3-030-34390-3","title":"Knowledge, Innovation, and Impact","year":2020,"lang":"en","type":"book","venue":"International perspectives on social policy, administration, and practice","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; Fraser Institute","funders":"","keywords":"Business; Knowledge management; Computer science","score_opus":0.05571145918381752,"score_gpt":0.3588821721568642,"score_spread":0.30317071297304665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013983017","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018634461,0.00006821674,0.00017116699,0.06728878,0.00028076582,0.00030859018,0.00015783588,0.00010370346,0.9297575],"genre_scores_gemma":[0.67495894,0.00026962408,0.00022720807,0.015471049,0.03175589,0.000019076151,0.0008912088,0.00012398834,0.276283],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99809504,0.000040395476,0.0004339234,0.00059383153,0.0006390037,0.00019783287],"domain_scores_gemma":[0.9968634,0.0002893549,0.00097120786,0.000130558,0.0017133073,0.00003217244],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039876293,0.0003967176,0.00030023878,0.00077605864,0.00047934506,0.00091169146,0.00026641713,0.00047277226,0.00028400426],"category_scores_gemma":[0.0020127348,0.00044399404,0.00008296963,0.0006346995,0.00025782041,0.0024508936,0.00017373577,0.0008463356,0.00011557375],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038390481,0.00015221814,0.00006719457,0.00003781202,0.00030502822,0.000012096415,0.0014450974,0.0000021415365,0.000018290479,0.85509884,0.1413488,0.0011285822],"study_design_scores_gemma":[0.0007856486,0.000089034744,0.002465994,0.00004712125,0.00014662651,0.000024815667,0.0051574125,0.00013371526,0.0000038688354,0.03466627,0.95595664,0.0005228398],"about_ca_topic_score_codex":0.00017491578,"about_ca_topic_score_gemma":0.000021104357,"teacher_disagreement_score":0.82043254,"about_ca_system_score_codex":0.00069195544,"about_ca_system_score_gemma":0.0009337086,"threshold_uncertainty_score":0.99980116},"labels":[],"label_agreement":null},{"id":"W3022602101","doi":"10.3406/mhnly.2011.1537","title":"Conceptions de l'innovation et formations de l'ingénieur","year":2011,"lang":"en","type":"article","venue":"Les Cahiers du Musée des Confluences Revue thématique Sciences et Sociétés du Musée des Confluences","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Curriculum; Sociology; Engineering ethics; Political science; Humanities; Pedagogy; Engineering; Philosophy","score_opus":0.104568803780996,"score_gpt":0.31842054101970557,"score_spread":0.21385173723870957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022602101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8868032,0.00006552421,0.033971086,0.0032693786,0.0005637541,0.00068315445,0.000028248556,0.0004657908,0.07414987],"genre_scores_gemma":[0.96776587,0.00023540908,0.018704172,0.012250576,0.00030553518,0.00011747665,0.00005199964,0.00004699022,0.00052198593],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99584055,0.00028803706,0.0010990053,0.00084049976,0.0008496545,0.0010822435],"domain_scores_gemma":[0.99648696,0.00042331443,0.001318299,0.0004538943,0.0012166105,0.000100947895],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0040619113,0.0006043801,0.000551621,0.0010648855,0.0028470582,0.0012729613,0.0016591548,0.000593006,0.0013641272],"category_scores_gemma":[0.0012665174,0.00061390555,0.00021537355,0.00372918,0.005304741,0.008981829,0.00028530476,0.0010318087,0.00009369156],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035147394,0.00014990864,0.12907973,0.00026449034,0.000093678136,0.000028031518,0.021218864,0.0021987096,0.0015612914,0.8423029,0.00067225995,0.0023949759],"study_design_scores_gemma":[0.0028283547,0.00038489333,0.2818445,0.0013932767,0.0005349988,0.00026310794,0.11919385,0.062139805,0.0014606806,0.49438688,0.032116093,0.003453539],"about_ca_topic_score_codex":0.0025953224,"about_ca_topic_score_gemma":0.0004697491,"teacher_disagreement_score":0.34791604,"about_ca_system_score_codex":0.0005222293,"about_ca_system_score_gemma":0.0005108141,"threshold_uncertainty_score":0.9997638},"labels":[],"label_agreement":null},{"id":"W3023379369","doi":"10.1080/17516234.2020.1749340","title":"Technological innovation and building a ‘super smart’ society: Japan’s vision of society 5.0","year":2020,"lang":"en","type":"article","venue":"Journal of Asian Public Policy","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":173,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Commercialization; Sophistication; Government (linguistics); Humanity; Plan (archaeology); Political science; Economic growth; Management; Business; Sociology; Economics; Marketing; Social science","score_opus":0.030514105838383605,"score_gpt":0.2536971166925352,"score_spread":0.2231830108541516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023379369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.822368,0.000014556345,0.010357881,0.16267394,0.00004675587,0.00009604077,0.0000032559615,0.000045807687,0.0043937345],"genre_scores_gemma":[0.9882798,0.000009939033,0.0030956753,0.007728441,0.00082250655,4.3986182e-7,0.0000028697987,0.000013349993,0.000046951987],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986169,0.000009039858,0.000514356,0.00015078478,0.00049576885,0.00021315644],"domain_scores_gemma":[0.9984463,0.00001794824,0.00086194254,0.000100740064,0.0005454091,0.000027699352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058840157,0.00013496159,0.00024779586,0.0003975839,0.00013020138,0.00021130072,0.00029241352,0.000256363,0.00006954138],"category_scores_gemma":[0.00042969518,0.00012116783,0.00013717977,0.0027064139,0.00017079995,0.0024365948,0.00028750705,0.000560053,0.0000030912188],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049779144,0.000218289,0.04600156,0.00024357717,0.00026220488,0.0000056824897,0.0006101204,0.000024995301,0.052396607,0.8027378,0.054652207,0.042797178],"study_design_scores_gemma":[0.008651447,0.0004997171,0.08606651,0.00044317127,0.00027450893,0.000103269645,0.018418575,0.025421083,0.0031307759,0.038893837,0.8168055,0.0012916472],"about_ca_topic_score_codex":0.000017998957,"about_ca_topic_score_gemma":3.6300113e-7,"teacher_disagreement_score":0.76384395,"about_ca_system_score_codex":0.00012295958,"about_ca_system_score_gemma":0.00013527046,"threshold_uncertainty_score":0.49410808},"labels":[],"label_agreement":null},{"id":"W3030258718","doi":"10.18162/ritpu-2020-v17n1-02","title":"Digital Action Plan for Education and Higher Education: The Driving Force Behind a Plethora of College Initiatives. Introduction to the Special Issue","year":2020,"lang":"en","type":"article","venue":"Revue internationale des technologies en pédagogie universitaire","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Action plan; Plan (archaeology); Action (physics); Political science; Public relations; Management; Economics; Geography","score_opus":0.038796281682462644,"score_gpt":0.26130328174514394,"score_spread":0.22250700006268131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3030258718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6079979,0.00006181786,0.0039104708,0.3507967,0.0012605689,0.0013298768,0.00009609426,0.000308728,0.034237817],"genre_scores_gemma":[0.9630195,0.00002342562,0.0005945944,0.00065051205,0.006111341,0.00002403672,0.00008895691,0.000017165818,0.029470453],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999247,0.000008880419,0.0001740855,0.00026269016,0.00018843898,0.000118913864],"domain_scores_gemma":[0.99906176,0.00011534925,0.0002583162,0.00017772964,0.00037681722,0.00001004529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000095278476,0.00013107625,0.00011779907,0.00022975837,0.00029281114,0.00013022523,0.00049674633,0.00012793773,0.00008373544],"category_scores_gemma":[0.00042115225,0.00011358455,0.000047687594,0.00050434505,0.00013826397,0.0017730652,0.00034511465,0.00021417372,0.000012873392],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020590155,0.00021379087,0.013649186,0.00027418646,0.00019179766,0.000002406054,0.0018286576,0.000575979,0.0006504934,0.2944248,0.19664814,0.49133465],"study_design_scores_gemma":[0.00020979275,0.000046004527,0.005584668,0.00007059717,0.00005071104,0.00000413497,0.04763394,0.0004883381,0.0002907221,0.00259943,0.9428706,0.00015103561],"about_ca_topic_score_codex":0.000011772451,"about_ca_topic_score_gemma":0.000027085267,"teacher_disagreement_score":0.7462225,"about_ca_system_score_codex":0.000264533,"about_ca_system_score_gemma":0.00008788219,"threshold_uncertainty_score":0.46318436},"labels":[],"label_agreement":null},{"id":"W3031605224","doi":"10.5539/jsd.v13n3p71","title":"Sustainability and Large-Scale Events: The Case of the Extraordinary Jubilee of Mercy and the Application of Sustainable Development Goals","year":2020,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Sustainable development; Scale (ratio); Business; Best practice; Service (business); Quality (philosophy); Order (exchange); Event (particle physics); Process management; Environmental economics; Environmental resource management; Political science; Marketing; Economics; Management; Law; Geography","score_opus":0.009834778481877277,"score_gpt":0.21395388020048023,"score_spread":0.20411910171860295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3031605224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822368,0.00021128211,0.006287877,0.00939597,0.00003387315,0.0012664753,0.0000016666338,0.0000073878346,0.0005586482],"genre_scores_gemma":[0.99814606,0.00001492282,0.0005928767,0.00042629475,0.00006301323,0.000019055222,0.0000017911918,0.000015750482,0.0007202538],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9976437,0.00008871169,0.0010821121,0.00021926855,0.0005902437,0.00037598153],"domain_scores_gemma":[0.9952521,0.00015407134,0.0017967871,0.00027555253,0.0024863125,0.000035204874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003135238,0.00021561961,0.00045449505,0.00019317213,0.00054884964,0.000060639635,0.00051799475,0.000113309026,0.000027218533],"category_scores_gemma":[0.0004892557,0.00012785944,0.00009071404,0.0011360184,0.0002900392,0.00090867135,0.0009999635,0.00038152773,3.3998154e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003808362,0.0017607074,0.28877768,0.0139441695,0.0014635647,0.0010048188,0.06326165,0.0035812021,0.00073278823,0.59695345,0.0054114657,0.019300142],"study_design_scores_gemma":[0.0062383646,0.00008627554,0.101755135,0.00016594355,0.00038865613,0.00013886993,0.7289255,0.0021725139,0.0028840879,0.014760081,0.14200751,0.00047704013],"about_ca_topic_score_codex":0.00020445701,"about_ca_topic_score_gemma":0.00001361558,"teacher_disagreement_score":0.6656639,"about_ca_system_score_codex":0.00038085075,"about_ca_system_score_gemma":0.0007058484,"threshold_uncertainty_score":0.5213957},"labels":[],"label_agreement":null},{"id":"W3080284601","doi":"10.17770/er2019.2.4369","title":"THE DEVELOPMENT OF SCIENTIFIC, ACADEMIC AND PRACTICAL CAPACITY OF RESEARCHERS AND EDUCATORS IN THE FIELD OF TRANSFORMATIVE DIGITAL LEARNING","year":2019,"lang":"en","type":"article","venue":"Education Reform Education Content Research and Implementation Problems","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Status quo; Originality; Engineering ethics; Digital learning; Knowledge management; Pedagogy; Computer science; Sociology; Mathematics education; Psychology; Engineering; Qualitative research; Political science","score_opus":0.16082121811320005,"score_gpt":0.4053151095402904,"score_spread":0.24449389142709033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080284601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98776996,0.000054864857,0.000050376624,0.007875005,0.00010973534,0.0010126814,0.0000028057375,0.0000031983661,0.0031213786],"genre_scores_gemma":[0.9991604,0.00004747647,0.000148482,0.00009328261,0.000030204306,0.000062543426,0.000047511225,0.0000049936916,0.00040511333],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99835765,0.00006412636,0.0005300059,0.00018322168,0.0006575556,0.00020742409],"domain_scores_gemma":[0.9983944,0.00036147542,0.00036160022,0.00012620358,0.00073154224,0.000024742125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028056523,0.00008369729,0.000110968926,0.000460702,0.00033638268,0.00020844801,0.0001417438,0.0000634069,0.00004408165],"category_scores_gemma":[0.00035915407,0.000057828445,0.000014297498,0.0007590184,0.0002828596,0.001705876,0.00008943135,0.00047652962,0.0000016487079],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015943698,0.0006280506,0.59401256,0.0010486463,0.00005976771,3.1591277e-8,0.036941182,0.0000025718757,0.00925324,0.21583833,0.0013517035,0.14070447],"study_design_scores_gemma":[0.0008164517,0.00016797373,0.21707065,0.00023278229,0.0000123155805,0.0000023117484,0.74096453,0.00015120997,0.0060263937,0.005515369,0.028882641,0.00015733246],"about_ca_topic_score_codex":0.00068398454,"about_ca_topic_score_gemma":0.00015325742,"teacher_disagreement_score":0.70402336,"about_ca_system_score_codex":0.00010428008,"about_ca_system_score_gemma":0.0008921049,"threshold_uncertainty_score":0.25872177},"labels":[],"label_agreement":null},{"id":"W3083296747","doi":"10.1080/23299460.2020.1804293","title":"A cross-dimensional analysis of nanotechnology and equality: examining gender fairness and pro-poor potential in Canada’s R&amp;D landscape","year":2020,"lang":"en","type":"article","venue":"Journal of Responsible Innovation","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Concordia University","funders":"","keywords":"Workforce; Equity (law); Gender equity; Gender equality; Inequality; Gender gap; Political science; Sociology; Economic growth; Economics; Demographic economics","score_opus":0.06021471573103094,"score_gpt":0.26488882494298915,"score_spread":0.20467410921195822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083296747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99399406,0.000024894576,0.002579804,0.0031146505,0.000064211985,0.000079377874,0.0000058096857,0.000007736435,0.0001294472],"genre_scores_gemma":[0.9979828,0.000003297648,0.00070891774,0.0011745687,0.00007909333,5.1498495e-7,0.000013209084,0.00000786372,0.00002970893],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849606,0.000027313496,0.0006837238,0.00016824211,0.0004873611,0.00013731653],"domain_scores_gemma":[0.9981237,0.00005647086,0.0009935194,0.00007973743,0.0007338157,0.000012740293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082281156,0.0001103799,0.00032463617,0.001666595,0.00006409483,0.00008387183,0.00011565213,0.00013577643,0.00008194084],"category_scores_gemma":[0.00039485755,0.000109939705,0.000023079992,0.004076517,0.00004582976,0.0010267543,0.00013933072,0.00033609933,3.4671405e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011329969,0.000048963982,0.9255828,0.00013705068,0.00039434264,0.00005674695,0.00016997525,0.012264344,0.0425047,0.014838664,0.00041780193,0.0024516054],"study_design_scores_gemma":[0.0028202585,0.00006211048,0.9286386,0.000086638654,0.00044373554,0.000020029227,0.0018780364,0.06017005,0.0014288861,0.0012786271,0.0028469507,0.0003260893],"about_ca_topic_score_codex":0.011370843,"about_ca_topic_score_gemma":0.016253835,"teacher_disagreement_score":0.047905706,"about_ca_system_score_codex":0.00010603728,"about_ca_system_score_gemma":0.000495865,"threshold_uncertainty_score":0.9952125},"labels":[],"label_agreement":null},{"id":"W3094545710","doi":"10.1080/23311916.2020.1829805","title":"Industry and academia partnership for aquatic renewable energy development in Colombia: A knowledge-education transfer model from the United Kingdom to Colombia","year":2020,"lang":"en","type":"article","venue":"Cogent Engineering","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Olds College","funders":"","keywords":"General partnership; Context (archaeology); Stakeholder; Curriculum; Knowledge transfer; Teamwork; Renewable energy; Knowledge management; Business; Engineering; Political science; Public relations; Sociology; Management; Computer science; Geography; Pedagogy; Economics","score_opus":0.0684298696367615,"score_gpt":0.24434070024692378,"score_spread":0.17591083061016227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094545710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.917201,0.000031673262,0.078644015,0.0031938234,0.00007585209,0.0004111781,0.000003522487,0.000079303885,0.0003596269],"genre_scores_gemma":[0.9935921,0.0000019177078,0.0006915022,0.0050573475,0.00023153593,0.00009916646,0.00007954706,0.000030032046,0.00021685529],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990269,0.0000074393797,0.0002641236,0.00028145965,0.00017170524,0.00024835853],"domain_scores_gemma":[0.99964833,0.0000832104,0.00004842036,0.000103586826,0.00007201593,0.000044407087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018662658,0.00017888487,0.00016287474,0.00017490963,0.000106476284,0.00010775408,0.00022261821,0.00046976027,0.000019757312],"category_scores_gemma":[0.00013667079,0.0001855801,0.000023128041,0.0009220336,0.00001140267,0.0003207542,0.000108430446,0.0005591019,0.0000054738025],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015929033,0.00017212027,0.020253237,0.0002441975,0.00012561554,0.0000026191485,0.0028053876,0.90731287,0.008052314,0.021943415,0.037025567,0.0019033831],"study_design_scores_gemma":[0.00076513115,0.0000070469096,0.00186041,0.00014293371,0.000046765126,1.452406e-7,0.00039348777,0.8013704,0.001214059,0.00013073916,0.19378728,0.00028160322],"about_ca_topic_score_codex":0.00034594358,"about_ca_topic_score_gemma":0.00014017454,"teacher_disagreement_score":0.1567617,"about_ca_system_score_codex":0.0001842499,"about_ca_system_score_gemma":0.0001245728,"threshold_uncertainty_score":0.75677365},"labels":[],"label_agreement":null},{"id":"W3113690158","doi":"10.20919/exs.10.2020.301","title":"4.1 Science/fiction","year":2020,"lang":"en","type":"article","venue":"Excursions Journal","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Algonquin College","funders":"","keywords":"Art; History","score_opus":0.04225547762708327,"score_gpt":0.23988430525561869,"score_spread":0.19762882762853543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113690158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6879125,0.000021633867,0.022630261,0.04181552,0.0014684562,0.00013655756,0.0000019659535,0.0001735892,0.24583952],"genre_scores_gemma":[0.99095964,0.0000037032687,0.0005855259,0.005653595,0.0023078083,2.693773e-7,0.0000019085894,0.000009100541,0.00047846886],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988863,0.0000038919648,0.00016120738,0.0001527337,0.0005833552,0.00021255095],"domain_scores_gemma":[0.999384,0.0000061332353,0.00020443353,0.00008785479,0.00027588088,0.000041689833],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031581515,0.000082331964,0.0000752948,0.00038249017,0.00086990424,0.00047200886,0.00034956317,0.00005685055,0.0013705872],"category_scores_gemma":[0.0001488324,0.000078682126,0.000044151046,0.0019182335,0.000095254014,0.0028907536,0.00015717025,0.00050822494,0.00038767024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000889448,0.00021246204,0.03825626,0.000025614285,0.000041090076,0.00009336409,0.00035579983,0.0025811943,0.030597707,0.28195298,0.63287836,0.012916241],"study_design_scores_gemma":[0.00090182194,0.000033687735,0.010057595,0.000036651007,0.000045938497,0.000032411088,0.001831745,0.0242945,0.00030709585,0.0023636026,0.959808,0.00028694177],"about_ca_topic_score_codex":0.0000053098875,"about_ca_topic_score_gemma":2.620409e-7,"teacher_disagreement_score":0.32692966,"about_ca_system_score_codex":0.00010078652,"about_ca_system_score_gemma":0.000101352045,"threshold_uncertainty_score":0.9995423},"labels":[],"label_agreement":null},{"id":"W3114183835","doi":"10.6000/1929-4409.2020.09.299","title":"Quadruple Helix Model on Creative Economy Development in Bandung Regency","year":2022,"lang":"en","type":"article","venue":"International Journal of Criminology and Sociology","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitas Padjadjaran","keywords":"General partnership; Creative economy; Government (linguistics); SWOT analysis; Work (physics); Phenomenon; Creative industries; Function (biology); Economy; Business; Economic growth; Public relations; Marketing; Economics; Political science; Engineering; Creativity; Finance; Law; Mechanical engineering","score_opus":0.06719149879131574,"score_gpt":0.2749411022085137,"score_spread":0.20774960341719795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114183835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815362,0.000033396027,0.0012787958,0.00477411,0.00038784905,0.00004888997,0.0000018877616,0.000006363349,0.011932478],"genre_scores_gemma":[0.99446136,0.000006173414,0.00027686427,0.004666359,0.00016826714,0.000004543391,0.000010794278,0.0000055834216,0.00040002845],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992204,0.00003370368,0.00032874203,0.00013015125,0.00015841376,0.0001285906],"domain_scores_gemma":[0.9992887,0.000057943358,0.000400064,0.00004498904,0.00020034947,0.000007988275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037408114,0.00008797557,0.00016594419,0.00047482995,0.00013859734,0.000016910384,0.00029295517,0.00011011952,0.00041270693],"category_scores_gemma":[0.000052514475,0.00009171153,0.00003552572,0.000023947548,0.000093089984,0.00037296745,0.00020816893,0.0005415702,0.0000073083233],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048798285,0.0002430969,0.03278367,0.000008193203,0.00018994897,0.00010999949,0.0022652638,0.018185586,0.00020117982,0.94095564,0.0015856668,0.0029837822],"study_design_scores_gemma":[0.008657759,0.0003634727,0.07074774,0.0000637355,0.00010590912,0.00023573791,0.007844141,0.033129748,0.0005506499,0.7700465,0.107441776,0.0008128621],"about_ca_topic_score_codex":0.000021025533,"about_ca_topic_score_gemma":0.0000023133875,"teacher_disagreement_score":0.17090917,"about_ca_system_score_codex":0.000253139,"about_ca_system_score_gemma":0.00009619513,"threshold_uncertainty_score":0.45188513},"labels":[],"label_agreement":null},{"id":"W3116719751","doi":"","title":"Leading work in an emerging open innovation network","year":2018,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science; Open innovation; Work (physics); Knowledge management; Engineering","score_opus":0.043935424793880046,"score_gpt":0.2610671106461294,"score_spread":0.21713168585224937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116719751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7491517,0.000039463845,0.06058882,0.008978406,0.0005871508,0.0009090183,0.000008713457,0.0002770165,0.17945972],"genre_scores_gemma":[0.9705151,0.000012273401,0.019325467,0.0011226241,0.00043819542,0.000046197212,0.0009737337,0.00007828316,0.007488145],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965887,0.0007211812,0.0007499249,0.00091342116,0.0005424131,0.00048434763],"domain_scores_gemma":[0.99410796,0.00021328081,0.0012017662,0.0016207731,0.0028273484,0.000028870634],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.007928729,0.00037258625,0.000406098,0.00071783754,0.0005289488,0.0020958644,0.0024568245,0.0005133939,0.00054544874],"category_scores_gemma":[0.00073072,0.00046565736,0.0000698566,0.0034715096,0.00013407187,0.0020457306,0.00489397,0.001162032,0.000119629425],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000867038,0.00070983113,0.19747025,0.00023791032,0.000088545625,0.000012121763,0.0027426556,0.00487728,0.0004378529,0.7447728,0.021922419,0.02664161],"study_design_scores_gemma":[0.005395011,0.0000015605253,0.13625148,0.019207006,0.0002912596,0.00000397422,0.0019335283,0.2773189,0.003681742,0.16649003,0.38422868,0.005196826],"about_ca_topic_score_codex":0.001443334,"about_ca_topic_score_gemma":0.001965609,"teacher_disagreement_score":0.5782828,"about_ca_system_score_codex":0.00030862505,"about_ca_system_score_gemma":0.00015409036,"threshold_uncertainty_score":0.9997795},"labels":[],"label_agreement":null},{"id":"W3123537581","doi":"","title":"Triple Helix Networks in a Multicultural Context: Triggers and Barriers for Fostering Growth and Sustainabilty","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada; Government of Canada","funders":"","keywords":"Triple helix; Context (archaeology); Entrepreneurship; Normative; Government (linguistics); Political science; Perspective (graphical); Empirical research; Sociology; Geography; Epistemology; Computer science; Law","score_opus":0.013624425629161108,"score_gpt":0.20964729517509859,"score_spread":0.19602286954593748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123537581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915196,0.00034998517,0.0059760865,0.0013343928,0.00009364237,0.00035054653,9.4973956e-7,0.000023161698,0.00035163673],"genre_scores_gemma":[0.99841213,0.00037104567,0.000039361097,0.00049678126,0.00028336444,0.0000056212994,0.00000386122,0.000015789397,0.00037201733],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9982819,0.000012428447,0.00022809373,0.00019326324,0.00015306122,0.0011312636],"domain_scores_gemma":[0.9995727,0.000032225766,0.00018424419,0.00005489487,0.00012686316,0.00002905092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062504446,0.0001521393,0.00018307382,0.00021555778,0.00042101342,0.0001244599,0.00011470774,0.0001184744,0.0000067633678],"category_scores_gemma":[0.00015641058,0.00014235769,0.000043621698,0.00031597808,0.00006979276,0.0011877172,0.00010088611,0.00090241776,3.843486e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026621185,0.0001987327,0.44363636,0.00031807343,0.00055652123,0.00013575701,0.0022477976,0.0018260961,0.0008919676,0.50934446,0.0019133355,0.03626877],"study_design_scores_gemma":[0.08389789,0.0011384957,0.05592007,0.0005102251,0.00066191144,0.0021240541,0.34092724,0.316578,0.00028692314,0.15657675,0.036775492,0.0046029296],"about_ca_topic_score_codex":0.0002579188,"about_ca_topic_score_gemma":0.0004583226,"teacher_disagreement_score":0.38771626,"about_ca_system_score_codex":0.00066128705,"about_ca_system_score_gemma":0.00020304619,"threshold_uncertainty_score":0.5805178},"labels":[],"label_agreement":null},{"id":"W3136560026","doi":"","title":"Abandoning Silos: How Innovative Governments are Collaborating Horizontally to Solve Complex Problems","year":2018,"lang":"en","type":"article","venue":"TSpace","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Information silo; Business; Computer science; Process management; Risk analysis (engineering); Engineering; Construction engineering; Silo; Mechanical engineering","score_opus":0.04705580753146859,"score_gpt":0.27188542131005594,"score_spread":0.22482961377858734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136560026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86760163,0.0000044957183,0.009952122,0.011501957,0.0003543372,0.00076552544,0.000016973358,0.00025074932,0.10955218],"genre_scores_gemma":[0.9863755,4.3577094e-7,0.0035194666,0.0045446404,0.0012187278,0.000016491595,0.000031353404,0.00004763445,0.004245725],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979903,0.000009793137,0.00024505064,0.0004749308,0.00080471346,0.00047522347],"domain_scores_gemma":[0.9978718,0.000028324683,0.000606558,0.00031177004,0.0011508752,0.000030636216],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003250865,0.00029652283,0.00027939217,0.0002366776,0.0005080549,0.00060086104,0.00039420585,0.00015307369,0.00042083827],"category_scores_gemma":[0.00022567758,0.00032129508,0.000034148256,0.0028949217,0.00008763499,0.0014710797,0.0005103345,0.00030949645,0.00032300822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053753436,0.0006013113,0.24165124,0.00041590128,0.00053622865,0.00008448051,0.007634158,0.0008816042,0.20611036,0.16677265,0.37135515,0.0034193778],"study_design_scores_gemma":[0.006211439,0.00042940638,0.09428668,0.0009578366,0.00015311438,0.000005452433,0.07093807,0.012734577,0.008327518,0.0010923612,0.8020843,0.0027792293],"about_ca_topic_score_codex":0.0002689552,"about_ca_topic_score_gemma":0.00025872845,"teacher_disagreement_score":0.43072915,"about_ca_system_score_codex":0.00039734703,"about_ca_system_score_gemma":0.000050184015,"threshold_uncertainty_score":0.9999239},"labels":[],"label_agreement":null},{"id":"W3146459473","doi":"","title":"Building Knowledge Regions in North America","year":2006,"lang":"en","type":"article","venue":"Books","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Regional science; National innovation system; Geography; Knowledge creation; Political science; Economic geography; Business; Economy; Marketing; Economics; Archaeology","score_opus":0.02369524402565759,"score_gpt":0.2183954010207309,"score_spread":0.19470015699507331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3146459473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55762225,0.000011637309,0.00536852,0.0005888095,0.000094144736,0.00012601005,0.0000016620711,0.00010841406,0.43607855],"genre_scores_gemma":[0.98982793,3.7989986e-7,0.0005027578,0.00070474145,0.00045526135,0.0000035260505,0.000013828247,0.0000135800055,0.008478018],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935406,0.0000039778824,0.00014909252,0.00017074333,0.0001354328,0.0001867088],"domain_scores_gemma":[0.9996696,0.000013086523,0.00011002436,0.00014572138,0.000056529643,0.0000050050303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000057479177,0.000097265234,0.00009624151,0.00024963115,0.00010197793,0.00007867488,0.00016038182,0.00006220207,0.000073626325],"category_scores_gemma":[0.000012390153,0.000109413915,0.000029740118,0.00054323516,0.000032156546,0.00051329116,0.00012074762,0.00018221779,0.0001569239],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001977478,0.00022042968,0.20542926,0.00004698418,0.000013926837,0.000043433312,0.00006695659,0.0022485526,0.00055786665,0.714643,0.07080657,0.0059032273],"study_design_scores_gemma":[0.00047241966,0.000002924445,0.049158935,0.000024960675,0.000013709039,4.986818e-7,0.0001159063,0.0051576,0.000030685704,0.0050193584,0.9397787,0.0002242948],"about_ca_topic_score_codex":0.0008118475,"about_ca_topic_score_gemma":0.0009189479,"teacher_disagreement_score":0.8689721,"about_ca_system_score_codex":0.00009158026,"about_ca_system_score_gemma":0.000016668419,"threshold_uncertainty_score":0.446177},"labels":[],"label_agreement":null},{"id":"W3150956778","doi":"10.4018/978-1-4666-5888-2.ch660","title":"Towards a Multi-Dimensional Model of Digital Competence in Small- and Medium-Sized Enterprises","year":2014,"lang":"en","type":"book-chapter","venue":"Advances in information quality and management","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Competence (human resources); Business; Small and medium-sized enterprises; Materials science; Knowledge management; Computer science; Psychology; Social psychology","score_opus":0.04069602243710216,"score_gpt":0.2562481749015908,"score_spread":0.21555215246448864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3150956778","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018182417,0.0002626579,0.13751681,0.0015118837,0.00036856675,0.0018264655,0.00015998106,0.00011230309,0.8400589],"genre_scores_gemma":[0.94344354,0.0032187498,0.018655658,0.008720952,0.0001680781,0.00007311487,0.0009858863,0.000062022715,0.02467199],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984501,0.0000059388635,0.00079935556,0.00021132459,0.00038004952,0.00015321015],"domain_scores_gemma":[0.99892163,0.00003538303,0.0007390324,0.00017279413,0.00011726692,0.000013881242],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004716293,0.00023747176,0.00035537573,0.0005715323,0.000053059823,0.000116123214,0.00018032246,0.00016420076,0.000029962392],"category_scores_gemma":[0.000039546354,0.00025079114,0.00003778526,0.00009664225,0.00013321242,0.0036228995,0.00049443904,0.00024185739,0.00000899907],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012602996,0.000040506748,0.0018711566,0.0017872097,0.00002777255,0.0000019447891,0.00017072863,0.00878793,0.0000014327258,0.96154004,0.000057279332,0.025587987],"study_design_scores_gemma":[0.012832443,0.000067451016,0.0145818945,0.0034421221,0.00020066484,0.0000025918043,0.0021875945,0.29497582,0.00001548081,0.24878888,0.4205671,0.0023379675],"about_ca_topic_score_codex":0.000040488558,"about_ca_topic_score_gemma":0.000104554834,"teacher_disagreement_score":0.92526114,"about_ca_system_score_codex":0.0000758328,"about_ca_system_score_gemma":0.0000178875,"threshold_uncertainty_score":0.99999446},"labels":[],"label_agreement":null},{"id":"W3158878660","doi":"10.3990/1.9789461910677","title":"Innovation for all? Legitimizing science, technology and innovation policy in unequal societies","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Council for Science and Technology Policy; Department of Higher Education and Training; Medical Device Innovation Center; University of Cape Town; Inyuvesi Yakwazulu-Natali; Financiadora de Estudos e Projetos; International Atomic Energy Agency; African Union; United Nations Educational, Scientific and Cultural Organization; Fondo Nacional de Desarrollo Científico y Tecnológico; Sasol; Department of Science and Technology, Ministry of Science and Technology, India; Embraer; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; International Development Research Centre; New Partnership for Africa's Development; Ministerio de Economía y Competitividad; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Universidade Federal do Rio de Janeiro; Banco Nacional de Desenvolvimento Econômico e Social; Council of Scientific and Industrial Research, India; Massachusetts Institute of Technology; Department of Education and Training; National Science Foundation","keywords":"Legitimacy; Internationalization; Newly industrialized country; Public policy; Political science; Government (linguistics); Politics; Poverty; Inequality; Developing country; Redistribution (election); Economic growth; Development economics; Economics; International trade","score_opus":0.042104905852163345,"score_gpt":0.278775448291151,"score_spread":0.23667054243898764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158878660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8347937,0.000008249802,0.0021987383,0.0018631232,0.0003981253,0.00090937765,0.0000070927313,0.0001999336,0.15962167],"genre_scores_gemma":[0.9651063,0.0000065860413,0.0021649208,0.0032661397,0.0006035316,0.00009360905,0.0011566395,0.00006236152,0.027539907],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980698,0.0000028998961,0.000605016,0.0005099102,0.00041892994,0.0003934052],"domain_scores_gemma":[0.99756736,0.000017942832,0.0007945093,0.00019413682,0.0014210712,0.0000049753457],"candidate_categories":["metaepi_narrow","bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0007358392,0.00028091093,0.00027371326,0.019652864,0.000331312,0.00031069593,0.00035399923,0.00071479724,0.000056043882],"category_scores_gemma":[0.00039945758,0.0003102367,0.000024083276,0.02449003,0.00018501421,0.0026909513,0.00014442117,0.00049110345,0.000009088199],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055770044,0.00004203487,0.0019823564,0.00020323083,0.00001617841,5.928154e-7,0.00013744955,0.000016738419,0.004322096,0.9877627,0.0016062716,0.003854587],"study_design_scores_gemma":[0.006615834,0.00014152535,0.01771052,0.00084578426,0.00023691184,0.0000029226646,0.043110378,0.017260285,0.01494926,0.7384844,0.15720199,0.0034402027],"about_ca_topic_score_codex":0.00018395395,"about_ca_topic_score_gemma":0.000088529065,"teacher_disagreement_score":0.2492783,"about_ca_system_score_codex":0.00026173372,"about_ca_system_score_gemma":0.0003079388,"threshold_uncertainty_score":0.999935},"labels":[],"label_agreement":null},{"id":"W3159865499","doi":"","title":"Challenges and Development Paths of Central and Eastern European Locations in the Globalised World – Report on the first International Smart Communities Academy","year":2017,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nordion (Canada)","funders":"","keywords":"Geography; Regional science; Political science; Library science; Computer science","score_opus":0.3547306208993431,"score_gpt":0.4440084877191782,"score_spread":0.08927786681983513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159865499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8748375,0.00039180764,0.000034490833,0.009653615,0.00015550118,0.0002749904,0.000006013856,0.000008057536,0.11463801],"genre_scores_gemma":[0.9977052,0.0008154148,0.0000185384,0.001086031,0.000114455055,0.0000056360263,0.000008172476,0.0000115691255,0.0002349678],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987034,0.0000676295,0.00043018546,0.00015599505,0.0004962046,0.00014657709],"domain_scores_gemma":[0.99832153,0.00012660344,0.001061562,0.00033371,0.00014161412,0.000014998558],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0016724392,0.00014400881,0.0001928717,0.00032042683,0.00056740706,0.0012303365,0.0021790573,0.000041470306,0.00028938413],"category_scores_gemma":[0.00012600968,0.000104557985,0.00002599509,0.00015689334,0.00017601292,0.0022904729,0.001330815,0.00035726567,0.0000022408349],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044943605,0.000118151635,0.9794233,0.000043141823,0.00008138157,0.000018657565,0.0006583864,0.000052455845,0.00003760915,0.009741416,0.0025566772,0.0072239074],"study_design_scores_gemma":[0.0002998244,8.758428e-7,0.94377184,0.00033135328,0.000016464044,0.0000031907168,0.0012543947,0.00015728916,0.000047580743,0.0009530099,0.05305185,0.000112328744],"about_ca_topic_score_codex":0.0004642229,"about_ca_topic_score_gemma":0.0007821373,"teacher_disagreement_score":0.122867696,"about_ca_system_score_codex":0.000048040572,"about_ca_system_score_gemma":0.000023951574,"threshold_uncertainty_score":0.99980646},"labels":[],"label_agreement":null},{"id":"W3160606832","doi":"10.14733/cadconfp.2021.226-230","title":"Product Radical Innovation based on Global Idealization","year":2021,"lang":"en","type":"article","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Idealization; Product (mathematics); Product innovation; Innovation management; Computer science; Manufacturing engineering; Engineering; Knowledge management; Mathematics; Physics; Classical mechanics","score_opus":0.025838913146969598,"score_gpt":0.2342750908562987,"score_spread":0.2084361777093291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160606832","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32642826,0.0000030665985,0.14130524,0.02228309,0.0005622374,0.00029570734,0.000007109052,0.00036286848,0.5087524],"genre_scores_gemma":[0.97755945,2.0936729e-7,0.0009787754,0.018722435,0.0005611537,0.0000023685416,0.00027489668,0.0000100765765,0.0018906496],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885875,0.000009272949,0.00020942846,0.0002869469,0.00048519552,0.00015040755],"domain_scores_gemma":[0.9991229,0.000009581819,0.00013934838,0.00022159476,0.0005009494,0.000005636811],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020081167,0.0001106088,0.000090624024,0.00015949465,0.00012640296,0.00018234762,0.0001080159,0.00009542543,0.001550558],"category_scores_gemma":[0.00024028686,0.00011617468,0.00002345586,0.0030905516,0.00002259136,0.0007857212,0.00006868741,0.00013278911,0.00016945158],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027442118,0.00014802998,0.05377099,0.00003109862,0.000009568903,0.000013697579,0.0000017908345,0.0032474939,0.0004724716,0.9053565,0.03468925,0.0022316258],"study_design_scores_gemma":[0.0032554637,0.000024688263,0.07442179,0.0001057767,0.00007853322,0.000003815737,0.00022365924,0.30650514,0.0047414624,0.017272094,0.5925173,0.0008502401],"about_ca_topic_score_codex":0.000036056183,"about_ca_topic_score_gemma":0.000012275788,"teacher_disagreement_score":0.8880845,"about_ca_system_score_codex":0.00016243737,"about_ca_system_score_gemma":0.000076302764,"threshold_uncertainty_score":0.9993622},"labels":[],"label_agreement":null},{"id":"W3164317656","doi":"10.1080/13662716.2021.1929870","title":"Editorial: Innovation policies and practices within innovation ecosystems","year":2021,"lang":"en","type":"editorial","venue":"Industry and Innovation","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Polytechnique Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Scope (computer science); Ecosystem; Business; Environmental resource management; Economics; Ecology; Computer science; Biology","score_opus":0.037049730160156946,"score_gpt":0.2826512651536456,"score_spread":0.24560153499348863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164317656","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20829225,0.00003326259,0.00015396597,0.00233575,0.7803071,0.00055427314,0.00009729774,0.00021587066,0.008010204],"genre_scores_gemma":[0.031261962,0.000024621188,0.000113634516,0.0012804839,0.9594617,0.000038095648,0.0047618565,0.00009021919,0.0029674373],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952143,0.000057956295,0.0016773053,0.00092584617,0.0016981751,0.00042640514],"domain_scores_gemma":[0.9857321,0.00025192264,0.006330524,0.00047045184,0.0071989335,0.000016085494],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002511437,0.0006414991,0.0006097423,0.003725082,0.00061275455,0.0019107593,0.000324251,0.0053418465,0.00011383006],"category_scores_gemma":[0.0070235557,0.00072267716,0.00002785098,0.0152664725,0.0001486155,0.006103955,0.00047757637,0.00466157,0.000017457174],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005639789,0.00006845603,0.002662528,0.00044806476,0.000089491725,0.0000044764115,0.0000705904,0.00002061317,0.0011140197,0.1612735,0.8335627,0.0006291855],"study_design_scores_gemma":[0.0009900283,0.000033919147,0.00024863528,0.00045984072,0.00012243049,0.0000030838285,0.00092955306,0.0004624829,0.00023460442,0.002699941,0.9930817,0.00073377875],"about_ca_topic_score_codex":0.00075817294,"about_ca_topic_score_gemma":0.000059990085,"teacher_disagreement_score":0.17915456,"about_ca_system_score_codex":0.0003055295,"about_ca_system_score_gemma":0.00056150963,"threshold_uncertainty_score":0.99952245},"labels":[],"label_agreement":null},{"id":"W3164418075","doi":"","title":"Collaboration dynamics within clusters and impact analysis","year":2018,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science; Dynamics (music); Physics","score_opus":0.013070984214818818,"score_gpt":0.22627775380253198,"score_spread":0.21320676958771317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164418075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79558635,0.00004227627,0.14485005,0.009351226,0.00023506292,0.00045821365,0.00010359485,0.00022392241,0.049149293],"genre_scores_gemma":[0.9865858,0.00002389463,0.0069155106,0.0003559216,0.00008870611,0.00001184816,0.0016411623,0.000038395698,0.004338746],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975031,0.00049698655,0.00047691207,0.00070681254,0.00055174617,0.00026446022],"domain_scores_gemma":[0.9941906,0.00021003124,0.0011115933,0.0012326437,0.0032110622,0.000044106928],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00338074,0.00034385303,0.00038975847,0.0007936187,0.00043248487,0.0015658169,0.0007243269,0.00047163139,0.00026597036],"category_scores_gemma":[0.0006106943,0.0003770401,0.00016954819,0.0021078135,0.00021485359,0.0009198968,0.0016387058,0.0006308966,0.000033085515],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016607298,0.0012088885,0.4105987,0.00085305097,0.0037178784,0.0000187965,0.009681909,0.01841666,0.0006526834,0.5267139,0.015957123,0.012014325],"study_design_scores_gemma":[0.00060257374,2.9339898e-7,0.019228859,0.00040531272,0.0007752472,0.0000011668728,0.00074353564,0.969543,0.0003798176,0.0050408617,0.0026508612,0.0006284733],"about_ca_topic_score_codex":0.0029026691,"about_ca_topic_score_gemma":0.0074395523,"teacher_disagreement_score":0.95112634,"about_ca_system_score_codex":0.00042056723,"about_ca_system_score_gemma":0.00016806774,"threshold_uncertainty_score":0.99986815},"labels":[],"label_agreement":null},{"id":"W3173161988","doi":"10.29173/irie255","title":"Universalisation, Totality and ICT, or: Are there any reasons fordemanding ICT-free areas?","year":2004,"lang":"en","type":"article","venue":"The International Review of Information Ethics","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Information society; Digital divide; Normative; Ideology; Objectification; Epistemology; Public sphere; Sociology; Interdependence; Cyberspace; Political science; Computer science; The Internet; Social science; Politics; Law","score_opus":0.0499816722486597,"score_gpt":0.279721415987042,"score_spread":0.22973974373838227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173161988","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22993878,0.0012730083,0.060773496,0.4126862,0.001273112,0.0021454059,0.0002851729,0.00032433617,0.2913005],"genre_scores_gemma":[0.96825165,0.0036986116,0.0005562665,0.026633581,0.00024194707,0.000008947254,0.00018324768,0.0000123862565,0.00041334136],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985073,0.000019373338,0.00045795031,0.00009477133,0.00081198954,0.0001085907],"domain_scores_gemma":[0.99761283,0.00014919923,0.00096508954,0.00029558933,0.00096507557,0.000012220937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015048302,0.00012897431,0.00016081012,0.00014316331,0.00022925292,0.0001440728,0.0005864649,0.00013056751,0.00029078327],"category_scores_gemma":[0.0022849806,0.00009502217,0.000057030415,0.0003994803,0.000100238925,0.0036915438,0.0003217151,0.0004556128,0.00003451113],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004238323,0.000027385719,0.004034467,0.0018532682,0.00007345658,0.000001413084,0.00040076626,0.000484096,0.000006745085,0.98571825,0.0064493623,0.00090838067],"study_design_scores_gemma":[0.004375332,0.000043304273,0.062087122,0.021824459,0.00039814174,0.00004641824,0.012641877,0.0063804723,0.00014540611,0.11785483,0.77325875,0.0009438657],"about_ca_topic_score_codex":0.00019950132,"about_ca_topic_score_gemma":0.00006827,"teacher_disagreement_score":0.8678634,"about_ca_system_score_codex":0.00018840804,"about_ca_system_score_gemma":0.000107659194,"threshold_uncertainty_score":0.38748917},"labels":[],"label_agreement":null},{"id":"W3174589294","doi":"10.21511/ppm.19(2).2021.26","title":"Creating innovative design labs for the public sector: A case for institutional capacity building in the regions of Ukraine","year":2021,"lang":"en","type":"article","venue":"Problems and Perspectives in Management","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public sector; SWOT analysis; Bureaucracy; Public institution; Capacity building; Business; Public service; Public relations; Knowledge management; Public administration; Political science; Marketing; Economic growth; Politics; Economics; Computer science","score_opus":0.13372539990804516,"score_gpt":0.2699141680640249,"score_spread":0.13618876815597974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174589294","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28429386,0.0003874331,0.6747002,0.019593174,0.00015708171,0.004252019,0.00004106444,0.000038786056,0.016536389],"genre_scores_gemma":[0.99079067,0.000030519313,0.008313931,0.0003874758,0.00010531556,0.00022959856,0.000008632437,0.000009057107,0.000124785],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9990399,0.000032021693,0.00025074798,0.00028261243,0.00019154698,0.0002032109],"domain_scores_gemma":[0.9989647,0.00030206837,0.00019345657,0.0001667353,0.0003681713,0.0000048667357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013995053,0.00012641824,0.00013906856,0.00026658046,0.00041076203,0.00017159048,0.00017855404,0.00005354686,0.000020743737],"category_scores_gemma":[0.00023504368,0.00009537471,0.00003701815,0.0013757903,0.00012504854,0.00059363066,0.00014601929,0.00018882913,1.927938e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029005301,0.0001577328,0.0023826319,0.00027541173,0.00008851784,0.000030215726,0.0032582593,0.003763111,0.0000919001,0.988864,0.00031579589,0.0007434143],"study_design_scores_gemma":[0.011258469,0.00015822872,0.025034072,0.0009418854,0.00035308202,0.00014839171,0.33043242,0.2122129,0.0002038039,0.2830542,0.13495599,0.0012465764],"about_ca_topic_score_codex":0.00023847638,"about_ca_topic_score_gemma":0.0003017669,"teacher_disagreement_score":0.70649683,"about_ca_system_score_codex":0.00014673184,"about_ca_system_score_gemma":0.00002751763,"threshold_uncertainty_score":0.38892677},"labels":[],"label_agreement":null},{"id":"W3175412443","doi":"10.1109/istas50296.2020.9462181","title":"Ethical Tech Pedagogy for Public Good: A Review of Educational Initiatives and Approaches","year":2020,"lang":"en","type":"review","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Engineering ethics; Computer science; Business; Engineering","score_opus":0.2307422811402418,"score_gpt":0.35856563000079095,"score_spread":0.12782334886054914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175412443","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.5337814e-7,0.89672434,0.00096264505,0.026755283,0.0000648935,0.0013310524,0.000041688167,0.00003146378,0.07408826],"genre_scores_gemma":[0.000022141305,0.99255157,0.0011277145,0.004242429,0.0006043832,0.00011360003,0.0005052445,0.000034067256,0.00079886394],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99845773,0.000034376673,0.00058947643,0.00040627224,0.0003385285,0.00017360113],"domain_scores_gemma":[0.99831903,0.00034720756,0.0008509557,0.00018985168,0.00027432223,0.000018622719],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005419242,0.00029350058,0.0010683639,0.00028022935,0.00009422371,0.000102355894,0.00033460397,0.00056502677,0.00080930494],"category_scores_gemma":[0.0008603743,0.00025258344,0.00021176343,0.0008503905,0.00009407583,0.0006997492,0.0003242254,0.0007517149,0.000027044545],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013580652,0.00004529028,0.000027171542,0.15390503,0.000098974124,2.171499e-7,0.0000045171623,1.6242089e-8,2.1571273e-8,0.645201,0.0061716083,0.19454475],"study_design_scores_gemma":[0.00012008448,0.000006856618,0.000006916362,0.013736121,0.00047630665,0.0000021204294,0.000065575616,0.000041492487,5.2210726e-8,0.0009404845,0.98436517,0.00023883108],"about_ca_topic_score_codex":0.0000074232526,"about_ca_topic_score_gemma":0.0000025374345,"teacher_disagreement_score":0.9781935,"about_ca_system_score_codex":0.00006487048,"about_ca_system_score_gemma":0.0004542714,"threshold_uncertainty_score":0.99999267},"labels":[],"label_agreement":null},{"id":"W3176215849","doi":"10.1177/05390184211025204","title":"‘Science’ has always been evaluated. . . and will always be","year":2021,"lang":"en","type":"article","venue":"Social Science Information","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Relation (database); Scale (ratio); Carry (investment); Political science; Computer science; Sociology; Geography; Business; Cartography; Data mining","score_opus":0.039683718773128124,"score_gpt":0.252043921949228,"score_spread":0.21236020317609985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176215849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68762153,0.0000018966632,0.001536667,0.0072118733,0.0003517588,0.0001751076,0.0000067531723,0.00009670391,0.30299774],"genre_scores_gemma":[0.9952661,0.0000017256442,0.00015747586,0.004152526,0.00022544494,0.0000019994893,0.00002594775,0.0000031307347,0.0001656569],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979301,0.0000046921105,0.00022316615,0.00018619903,0.0013293804,0.00032645828],"domain_scores_gemma":[0.9986685,0.000010008682,0.0002403926,0.0001181989,0.0009396481,0.000023256069],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0012995433,0.000098854245,0.000090668764,0.00043303464,0.0021127916,0.0016715857,0.000345752,0.00008804396,0.00026781153],"category_scores_gemma":[0.000312034,0.00010465058,0.000023308881,0.004072146,0.00084225374,0.025292328,0.00041327786,0.00016866878,0.000070196016],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013810996,0.0000523945,0.008047259,0.000049293634,0.0000097512875,0.0000026571845,0.0042270673,0.00020337183,0.009820178,0.9320352,0.007023353,0.038515657],"study_design_scores_gemma":[0.002122064,0.00003863024,0.11665232,0.00005141637,0.00009793358,0.0000086714,0.030238777,0.118310094,0.004670606,0.020564478,0.7060919,0.0011531105],"about_ca_topic_score_codex":0.0000887531,"about_ca_topic_score_gemma":0.000008447872,"teacher_disagreement_score":0.9114707,"about_ca_system_score_codex":0.00026913374,"about_ca_system_score_gemma":0.0005123588,"threshold_uncertainty_score":0.9993648},"labels":[],"label_agreement":null},{"id":"W3177981463","doi":"10.7551/mitpress/11310.001.0001","title":"Making &amp; Doing","year":2021,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Athena Sustainable Materials Institute","funders":"","keywords":"Scholarship; Work (physics); Political science; Knowledge production; Public relations; Sociology; Knowledge management; Engineering; Law; Computer science","score_opus":0.07700198932464423,"score_gpt":0.24973931542149963,"score_spread":0.17273732609685538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177981463","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022219273,0.0001312498,0.0014938089,0.00021395228,0.00052215246,0.00037346192,0.000012066571,0.00019117857,0.99683994],"genre_scores_gemma":[0.0022453486,0.0000027615579,0.00022420216,0.0029873669,0.0026585045,0.000010806445,0.00008965417,0.00008902091,0.99169236],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99818504,0.000018789387,0.00032871682,0.00043425406,0.0006832605,0.00034997],"domain_scores_gemma":[0.998294,0.000067942565,0.0005978512,0.00080343155,0.00022778934,0.0000089618425],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003226835,0.00037392045,0.0003279676,0.00016009586,0.00039026065,0.0006658182,0.0008627874,0.00046832836,0.0004963892],"category_scores_gemma":[0.0000267576,0.0003318377,0.00015993539,0.000052546002,0.00010058463,0.00034671708,0.0011812219,0.0011410142,0.00019377342],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032791664,0.0000233373,0.000028997498,0.00043009056,0.00036282756,0.00006911342,0.00022648973,0.00024348794,0.00012793674,0.6750813,0.31601405,0.0073596057],"study_design_scores_gemma":[0.00022362379,0.000001179784,0.000006663548,0.00041745426,0.0002616601,0.000003139963,0.00003507542,0.00017644916,0.0000245066,0.0037367318,0.99473524,0.0003783008],"about_ca_topic_score_codex":0.000103326456,"about_ca_topic_score_gemma":0.00005335307,"teacher_disagreement_score":0.6787212,"about_ca_system_score_codex":0.00020013485,"about_ca_system_score_gemma":0.00009723774,"threshold_uncertainty_score":0.9999134},"labels":[],"label_agreement":null},{"id":"W3198739924","doi":"10.1386/eme_00101_5","title":"A Way Through the Global Techno-Scientific Culture, Sheldon Richmond (2020)","year":2021,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Environmental ethics; Sociology; Media studies; Philosophy","score_opus":0.027394740933385706,"score_gpt":0.24283444330388143,"score_spread":0.21543970237049573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198739924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8263004,0.00017641774,0.00907184,0.055852227,0.0058704545,0.00079296186,0.000046744073,0.00032880149,0.10156014],"genre_scores_gemma":[0.99195355,0.000019624991,0.001739651,0.0036897096,0.00064222724,0.00006602453,0.00027019004,0.000012545623,0.001606503],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986847,0.000031926305,0.00028686717,0.00037943936,0.0003237505,0.00029332968],"domain_scores_gemma":[0.9990583,0.00006478553,0.00016398788,0.00039473505,0.00030914665,0.000009030886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030087275,0.0001431802,0.00015690626,0.00010528679,0.0004696725,0.00029242816,0.00039377113,0.00024750913,0.0008191666],"category_scores_gemma":[0.00050432427,0.00012499145,0.000043955737,0.003031965,0.00018235453,0.0015881578,0.00034369298,0.0004096209,0.00043069848],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001437998,0.00036647578,0.052278277,0.000023331766,0.000039902323,0.00014678406,0.0015517954,0.0017954356,0.0004537412,0.79005736,0.15240541,0.00086709973],"study_design_scores_gemma":[0.0010597935,0.000012046482,0.014654845,0.000021377473,0.0000653609,0.000012245976,0.018580675,0.0039005484,0.00030348892,0.16882408,0.7921837,0.00038185169],"about_ca_topic_score_codex":0.000043788194,"about_ca_topic_score_gemma":0.0035739515,"teacher_disagreement_score":0.63977826,"about_ca_system_score_codex":0.00024212497,"about_ca_system_score_gemma":0.00010067445,"threshold_uncertainty_score":0.89693},"labels":[],"label_agreement":null},{"id":"W3203032688","doi":"10.1177/10982140211009971","title":"Book Review: <i>Scaling Impact: Innovation for the Public Good</i> by Robert McLean &amp; John Gargani.","year":2021,"lang":"en","type":"article","venue":"American Journal of Evaluation","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Sociology; Scaling; Psychology; Management; Economics; Mathematics","score_opus":0.032573228569346045,"score_gpt":0.2951786650114992,"score_spread":0.2626054364421532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203032688","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28964987,0.048256595,0.31539184,0.33000112,0.0021324328,0.0029225522,0.000052185525,0.00012521983,0.011468199],"genre_scores_gemma":[0.8215511,0.0020640967,0.0015766595,0.16932626,0.0024342497,0.00002529614,0.00046408034,0.00008542109,0.0024728708],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979224,0.00006345781,0.00063888874,0.00016581868,0.0009995706,0.00020983678],"domain_scores_gemma":[0.993817,0.00014501318,0.0018904533,0.00023392006,0.0038971836,0.000016431146],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002929609,0.00014734264,0.0002599896,0.00022059867,0.00024511706,0.00024150543,0.00022424427,0.00005003394,0.0013939291],"category_scores_gemma":[0.0013910643,0.000117530435,0.00012599518,0.0021939625,0.000060191833,0.0019918755,0.00006365744,0.00030562052,0.000020346217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038100985,0.000097218115,0.0014346377,0.000063200605,0.00016279341,0.0000013715922,0.00003180031,0.00048795412,0.0033176902,0.0022696315,0.9420226,0.05007301],"study_design_scores_gemma":[0.0007681933,0.00003809685,0.000805516,0.00021264206,0.00038327154,0.000020012212,0.00041831715,0.0059322384,0.00022862795,0.00034538042,0.99067056,0.00017713255],"about_ca_topic_score_codex":0.00002993135,"about_ca_topic_score_gemma":0.0000061157484,"teacher_disagreement_score":0.5319012,"about_ca_system_score_codex":0.0004112497,"about_ca_system_score_gemma":0.00026850204,"threshold_uncertainty_score":0.99951893},"labels":[],"label_agreement":null},{"id":"W4200439412","doi":"10.1109/istas52410.2021.9629189","title":"Digital and societal transformations","year":2021,"lang":"en","type":"article","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Cybercrime; Prosperity; Digital transformation; Computer science; Corporate governance; Computer security; Digital forensics; Internet privacy; Political science; Business; The Internet; World Wide Web","score_opus":0.01899774688123552,"score_gpt":0.2024944344815347,"score_spread":0.1834966876002992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200439412","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35174462,0.000003952137,0.009575984,0.0044165635,0.000053358253,0.000045201006,0.0000064304236,0.00007636359,0.63407755],"genre_scores_gemma":[0.9848763,0.000001498242,0.00016121852,0.0021060149,0.000112586305,5.833312e-7,0.00003575656,0.000004602049,0.012701473],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99962795,6.834205e-7,0.00007540775,0.00008640074,0.00012870978,0.00008086117],"domain_scores_gemma":[0.9998274,0.0000055344617,0.000026638152,0.000057547397,0.00007816233,0.0000047338767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002992147,0.00005101233,0.000045852375,0.00003702707,0.000110981695,0.0003411809,0.000040110255,0.00004908059,0.00078926474],"category_scores_gemma":[0.000010147948,0.00005253402,0.00002279787,0.00025495616,0.000018731618,0.0025962112,0.000054725817,0.000082039915,0.000091089154],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007762202,0.0001367767,0.030764682,0.00007237699,0.00006351983,0.000015394915,0.00012619913,0.000053733474,0.0012661748,0.89598334,0.046789546,0.024720475],"study_design_scores_gemma":[0.0009572012,0.000004542389,0.0077869673,0.000016148113,0.000047770023,0.0000073721712,0.004009,0.014132407,0.00067833293,0.007810551,0.9641655,0.00038421314],"about_ca_topic_score_codex":0.000004582894,"about_ca_topic_score_gemma":0.0000038479493,"teacher_disagreement_score":0.9173759,"about_ca_system_score_codex":0.000013583855,"about_ca_system_score_gemma":0.000011058666,"threshold_uncertainty_score":0.86418957},"labels":[],"label_agreement":null},{"id":"W4207079535","doi":"10.5267/j.ijdns.2021.12.008","title":"Knowledge management to develop comprehensive networking of university-industry collaboration in technology and innovation performance","year":2022,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Context (archaeology); Knowledge management; Quality (philosophy); Higher education; Political science; Computer science","score_opus":0.03886036470003022,"score_gpt":0.28040283570882324,"score_spread":0.241542471008793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4207079535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934438,0.0000403394,0.0016603277,0.0018149186,0.00050479884,0.00009674289,0.000007854598,0.0000056996128,0.002425513],"genre_scores_gemma":[0.99739724,0.00003686264,0.00193161,0.0003660218,0.00018977873,3.3390717e-7,0.000013042767,0.0000029426226,0.00006218019],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990031,0.0000139293825,0.00026316653,0.00017205018,0.00043094365,0.000116783376],"domain_scores_gemma":[0.9985068,0.000028029202,0.00040934212,0.00010798312,0.00093857816,0.000009290593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011347354,0.000062256535,0.00009942922,0.0019311608,0.00019928983,0.00007475304,0.00083772733,0.000042340784,0.000013873495],"category_scores_gemma":[0.000037003003,0.000071267015,0.000003715009,0.008775435,0.00010581792,0.0019919544,0.0019334254,0.00029841726,5.259292e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063805137,0.00020322068,0.5342039,0.0000623486,0.00011988974,0.00010098104,0.00054863247,0.044749953,0.0011125561,0.24542263,0.010033508,0.16280434],"study_design_scores_gemma":[0.0025538406,0.00012283554,0.12868221,0.00046148503,0.000054376356,0.00006997995,0.017323913,0.11719317,0.0001132149,0.0017663334,0.731238,0.00042064555],"about_ca_topic_score_codex":0.000004004918,"about_ca_topic_score_gemma":0.0000074398395,"teacher_disagreement_score":0.7212045,"about_ca_system_score_codex":0.00016116929,"about_ca_system_score_gemma":0.00010373745,"threshold_uncertainty_score":0.4216306},"labels":[],"label_agreement":null},{"id":"W4210630911","doi":"10.1145/3502771.3502776","title":"Strategies for \"Socially Distant\"","year":2022,"lang":"en","type":"article","venue":"ACM SIGSOFT Software Engineering Notes","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Coronavirus disease 2019 (COVID-19); Workflow; Work (physics); Pandemic; Management; Public relations; Engineering; Political science; Face-to-face; Knowledge management; Sociology; Computer science; Social science","score_opus":0.022222840682106698,"score_gpt":0.21556464599160516,"score_spread":0.19334180530949846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210630911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7992031,0.00009019799,0.19131662,0.0031934453,0.0021501328,0.0010288706,0.00020660643,0.0023932708,0.00041777367],"genre_scores_gemma":[0.99157965,4.9714765e-7,0.0065309424,0.00082499284,0.0005585946,0.000071477196,0.00014928078,0.000058538782,0.0002260229],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998796,0.0000037063378,0.00020271541,0.00028194403,0.00038754378,0.00032810643],"domain_scores_gemma":[0.9962248,0.003162145,0.00014894725,0.0003298831,0.00012102137,0.000013190913],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022249359,0.00020192786,0.00017428049,0.00020875412,0.00045951956,0.00024329667,0.0005776617,0.00008564082,0.00038533346],"category_scores_gemma":[0.008673892,0.00025013255,0.000088505774,0.00056942523,0.000018135559,0.0010479682,0.0005394416,0.0003302046,0.000016661024],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013537446,0.00024731568,0.26101217,0.000673289,0.00020026887,0.000040944138,0.00043051568,0.10537423,0.0040559066,0.595424,0.028771333,0.0036346333],"study_design_scores_gemma":[0.0026108697,0.00009899241,0.045326322,0.00007702286,0.00021801174,0.0000060764237,0.002766292,0.008415216,0.00037111735,0.012556674,0.92550284,0.0020505888],"about_ca_topic_score_codex":0.00006411442,"about_ca_topic_score_gemma":0.000006080812,"teacher_disagreement_score":0.8967315,"about_ca_system_score_codex":0.00016381391,"about_ca_system_score_gemma":0.00007176522,"threshold_uncertainty_score":0.9999951},"labels":[],"label_agreement":null},{"id":"W4210929245","doi":"10.1037/e615452012-030","title":"Synthesis: Pulling it all together","year":2003,"lang":"en","type":"dataset","venue":"PsycEXTRA Dataset","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; University of Toronto; University Health Network; University of British Columbia; Health Canada","funders":"","keywords":"Computer science","score_opus":0.05123846984617407,"score_gpt":0.2643807256607437,"score_spread":0.21314225581456964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210929245","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000036120426,0.000038441452,0.00013051587,0.0018128969,0.00084031647,0.00040568315,0.99371547,0.00008274994,0.0029377886],"genre_scores_gemma":[0.000031333908,0.000057715286,0.00018735784,0.021080218,0.0012852483,0.000034170782,0.9768712,0.0000633023,0.00038945186],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99674433,0.00003833773,0.0006204741,0.00094419596,0.0009672801,0.0006853872],"domain_scores_gemma":[0.9972904,0.00009755402,0.0007885067,0.001659249,0.00012279926,0.00004150815],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007280207,0.00067280995,0.0005350667,0.00058088836,0.0002549006,0.00066720083,0.0015407541,0.0008807428,0.014897875],"category_scores_gemma":[0.00024195305,0.00072020513,0.00012629591,0.0006964008,0.00008563651,0.0017326934,0.00046124987,0.0012557612,0.0068562008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003124636,0.00019862805,0.000037312147,0.0002600757,0.00018458998,0.00008196445,0.0000019133422,0.000032631782,0.000009983739,0.00043063323,0.9985808,0.00015023013],"study_design_scores_gemma":[0.0003405262,0.0000048477914,0.000006455227,0.00014906119,0.0005146312,0.000006423312,0.00007861484,0.00008182528,0.0000122138,0.00018470787,0.9978082,0.0008124866],"about_ca_topic_score_codex":0.0008703114,"about_ca_topic_score_gemma":0.00021931443,"teacher_disagreement_score":0.01926732,"about_ca_system_score_codex":0.00015323544,"about_ca_system_score_gemma":0.000057468973,"threshold_uncertainty_score":0.9995249},"labels":[],"label_agreement":null},{"id":"W4212853957","doi":"10.3390/su14042104","title":"Tailor-Made Training for Industrial Sector Employees","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Order (exchange); Quarter (Canadian coin); Training (meteorology); European union; Marketing; Business; Engineering; Public relations; Management; Political science; Economics; Finance; Economic policy","score_opus":0.06147101009039698,"score_gpt":0.2556271020334687,"score_spread":0.19415609194307173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212853957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98656005,0.000003478843,0.0016778786,0.0060965815,0.00054675393,0.001232693,0.000046014666,0.00022701459,0.0036095476],"genre_scores_gemma":[0.99514335,4.9276746e-8,0.00009363708,0.0010942852,0.0010901473,0.00014257636,0.000076481265,0.000029708024,0.0023297821],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982617,0.000034128352,0.00030444932,0.00043759038,0.0004934613,0.0004686801],"domain_scores_gemma":[0.998798,0.000098396406,0.00024768492,0.0003315466,0.0005063088,0.0000180552],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010595409,0.00018477223,0.00021928706,0.00024467916,0.0008721117,0.00015665738,0.00040528915,0.00013680082,0.0014658464],"category_scores_gemma":[0.0009997148,0.00021750444,0.00011997409,0.0009054691,0.00007546711,0.0009755325,0.0005242873,0.00058310194,0.000005566232],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016237166,0.0010971338,0.3735982,0.0006180669,0.00018158155,0.00004314786,0.0019796256,0.00976967,0.0003169202,0.5084017,0.080526136,0.021844102],"study_design_scores_gemma":[0.0030389617,0.00011454256,0.00908041,0.0000062812232,0.0000818703,0.000001314294,0.026869103,0.0031806347,0.000049478705,0.07908894,0.8778807,0.0006077445],"about_ca_topic_score_codex":0.0002700747,"about_ca_topic_score_gemma":0.000013761521,"teacher_disagreement_score":0.7973546,"about_ca_system_score_codex":0.0014704405,"about_ca_system_score_gemma":0.00035079106,"threshold_uncertainty_score":0.9994469},"labels":[],"label_agreement":null},{"id":"W4226109646","doi":"10.1386/jdmp_00097_1","title":"Business models and sustainability in the newspaper industry: Perspectives from European and North American executives","year":2022,"lang":"en","type":"article","venue":"Journal of Digital Media & Policy","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Sustainability; Business model; Shareholder; Business; Public relations; Digital transformation; Digital media; Marketing; Corporate governance; Political science; Advertising; Finance","score_opus":0.020668214711251204,"score_gpt":0.2297771720885569,"score_spread":0.2091089573773057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226109646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799207,0.00004506676,0.000045467605,0.013415145,0.000041028183,0.00011700693,0.00003206727,0.000009878333,0.0063736355],"genre_scores_gemma":[0.9980229,0.000013082385,0.000018669152,0.00111984,0.00075444445,0.0000012563739,0.000008206566,0.000015138937,0.000046454865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880755,0.00005401198,0.00027885416,0.00017754744,0.00048097022,0.00020106386],"domain_scores_gemma":[0.9989715,0.00011744509,0.00046825662,0.00013445732,0.00028046197,0.00002785611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000310949,0.00014633733,0.00021138035,0.00035071184,0.00016601167,0.000397538,0.00032195225,0.000032946777,0.000014372526],"category_scores_gemma":[0.0005037408,0.00011816242,0.000034627265,0.0014139933,0.000236571,0.0026784781,0.0004197033,0.0008072147,5.6362154e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025472348,0.00055196614,0.93134934,0.000029790304,0.00009267632,0.00022469833,0.019992702,0.0027570187,0.0000143855805,0.024395172,0.0014733162,0.018864233],"study_design_scores_gemma":[0.0007873794,0.000031908075,0.86733025,0.000011225218,0.000029980894,0.000018421606,0.11626682,0.0003475697,3.4877536e-7,0.0095974505,0.00540391,0.00017476392],"about_ca_topic_score_codex":0.0009712458,"about_ca_topic_score_gemma":0.00007844142,"teacher_disagreement_score":0.096274115,"about_ca_system_score_codex":0.00020859748,"about_ca_system_score_gemma":0.00012233923,"threshold_uncertainty_score":0.48185235},"labels":[],"label_agreement":null},{"id":"W4229974173","doi":"10.46692/9781447306474.011","title":"Regional centres of expertise as mobilising mechanisms for education for sustainable development","year":2014,"lang":"en","type":"other","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainable development; Regional development; Economic growth; Regional science; Political science; Business; Geography; Economics","score_opus":0.0194344387830401,"score_gpt":0.23281000716155445,"score_spread":0.21337556837851435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229974173","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005182095,0.0000365268,0.32978523,0.000565149,0.00032424615,0.0022107584,0.000004411628,0.00015429594,0.66640115],"genre_scores_gemma":[0.0048779575,0.0000019262372,0.020042492,0.0017838443,0.00071912963,0.0001358827,0.00031810717,0.0001971257,0.97192353],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988937,0.0000032881774,0.00025642014,0.00030436972,0.0002830038,0.00025924406],"domain_scores_gemma":[0.9987766,0.0000259519,0.0005469973,0.00019168423,0.00044777256,0.000010958471],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018555742,0.00021161452,0.00023099121,0.000488372,0.00012204552,0.00009158169,0.00022360432,0.00029605423,0.0015309791],"category_scores_gemma":[0.00007068318,0.00021771308,0.00007196655,0.00018836449,0.000020847629,0.00035035293,0.00010068824,0.00006625838,0.000023824627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002769109,0.0000891838,0.000019346471,0.0005907046,0.000036282192,1.49553e-7,0.000025223475,0.0000104058945,0.000059341455,0.4667236,0.5306322,0.0017858548],"study_design_scores_gemma":[0.00053672126,0.000009185116,0.000007240552,0.0001829235,0.0000436793,1.7189984e-7,0.0025879524,0.0005556722,0.0004658543,0.009570238,0.9857758,0.0002645609],"about_ca_topic_score_codex":0.00051685795,"about_ca_topic_score_gemma":0.000048760445,"teacher_disagreement_score":0.45715335,"about_ca_system_score_codex":0.00020332294,"about_ca_system_score_gemma":0.00024706064,"threshold_uncertainty_score":0.9993818},"labels":[],"label_agreement":null},{"id":"W4230693476","doi":"10.1057/978-1-137-34809-8_3","title":"Knowledge Society","year":2019,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan US eBooks","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North York General Hospital","funders":"","keywords":"Knowledge society; Prosperity; Knowledge economy; Information society; Intellectual capital; Knowledge management; Industrial society; Learning society; Value (mathematics); Service (business); Political science; Engineering ethics; Sociology; Lifelong learning; Business; Engineering; Computer science; Law; Marketing","score_opus":0.02938582635463936,"score_gpt":0.22274634399204243,"score_spread":0.19336051763740308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230693476","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00070772466,0.00009016471,0.00018721735,0.00011264109,0.0007431444,0.00063105987,0.00005393689,0.00028658952,0.9971875],"genre_scores_gemma":[0.41330567,0.000012457603,0.00011606504,0.0030262875,0.002265161,0.000004973794,0.00021696815,0.00018211029,0.58087033],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976986,0.000005115405,0.00045767578,0.0007307342,0.00062478933,0.00048307274],"domain_scores_gemma":[0.9981426,0.000042895255,0.00065189565,0.00076286716,0.00036920464,0.00003051825],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002419405,0.00067806337,0.0005730746,0.000327669,0.00023903811,0.00024726722,0.0006497589,0.0010397254,0.0021447057],"category_scores_gemma":[0.000011177248,0.0007279202,0.00046679078,0.00006423879,0.00014076427,0.000027215287,0.0007444707,0.0010383414,0.003856776],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017572134,0.0000026549221,0.0006350063,0.00026518214,0.00022002975,0.000016331807,0.000056957673,0.0000060507814,0.00007164318,0.98636556,0.00889469,0.0034483043],"study_design_scores_gemma":[0.000798975,0.000013412863,0.00027280505,0.0002226801,0.00024060857,0.000003461426,0.000054831824,0.00078203616,0.000025776739,0.18254578,0.81399834,0.0010412798],"about_ca_topic_score_codex":0.00006260466,"about_ca_topic_score_gemma":0.000041659845,"teacher_disagreement_score":0.80510366,"about_ca_system_score_codex":0.0002666576,"about_ca_system_score_gemma":0.00012097381,"threshold_uncertainty_score":0.9995172},"labels":[],"label_agreement":null},{"id":"W4231296174","doi":"10.11647/obp.0159.03","title":"3. The Ethics of Emergent Creativity: Can We Move Beyond Writing as Human Enterprise, Commodity and Innovation?","year":2019,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Creativity; Commodity; Knowledge management; Cognitive science; Engineering ethics; Sociology; Psychology; Business; Computer science; Engineering; Social psychology","score_opus":0.05144962202415982,"score_gpt":0.2792596245117864,"score_spread":0.22781000248762656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231296174","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028283726,0.00006352898,0.00004622228,0.019252019,0.00036225625,0.0011293706,0.00006775116,0.000042080304,0.9762084],"genre_scores_gemma":[0.04742731,0.00006381538,0.00006251871,0.009367374,0.0004283603,0.000014004815,0.0005438616,0.00011521923,0.94197756],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972837,0.000029544022,0.0007822224,0.0005661771,0.0010158927,0.0003224737],"domain_scores_gemma":[0.99613875,0.00019844016,0.0017346446,0.00073907734,0.0011644623,0.000024643634],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018034738,0.00043439821,0.00051965984,0.0005514212,0.00086214085,0.0032617755,0.0013231497,0.0007115636,0.0018649223],"category_scores_gemma":[0.00018420689,0.00041261988,0.00008633855,0.00040507765,0.0002988123,0.005485855,0.0022676117,0.0018557549,0.00003773191],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028747934,0.000029336394,0.0026276924,0.0001355842,0.00019061618,0.0000041758703,0.00013298666,0.000008650045,0.000022005244,0.8707134,0.12451818,0.0015886225],"study_design_scores_gemma":[0.0006441344,0.000020152183,0.00026077262,0.00030382653,0.00011359965,8.945976e-7,0.00086378655,0.00008916456,0.000014040382,0.05294666,0.9442893,0.00045363783],"about_ca_topic_score_codex":0.0011845558,"about_ca_topic_score_gemma":0.00037097864,"teacher_disagreement_score":0.8197712,"about_ca_system_score_codex":0.00024834395,"about_ca_system_score_gemma":0.00032181136,"threshold_uncertainty_score":0.9998326},"labels":[],"label_agreement":null},{"id":"W4232858445","doi":"10.1109/wsc.2015.7408168","title":"Evaluating the science-technology interaction in nanotechnology: A simulation-based study","year":2015,"lang":"en","type":"article","venue":"2015 Winter Simulation Conference (WSC)","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Nanotechnology; Materials science","score_opus":0.15831574263625073,"score_gpt":0.3710608127141725,"score_spread":0.2127450700779218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232858445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9528748,0.0000027496817,0.03964443,0.00359002,0.0005014883,0.0008180638,0.0000012804672,0.00023343285,0.0023337714],"genre_scores_gemma":[0.9987619,4.3361567e-8,0.00021423624,0.00058531994,0.00015571839,0.00002418529,0.000009734977,0.000017434862,0.00023145364],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978176,0.000045642442,0.00046963306,0.0005066521,0.0008303589,0.00033016695],"domain_scores_gemma":[0.99734867,0.00018863523,0.0004604052,0.0005345807,0.0014482887,0.000019443685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015886272,0.00021935516,0.00020988697,0.0017695422,0.0002941804,0.0003963075,0.00070781296,0.00022493479,0.00023385408],"category_scores_gemma":[0.0015450311,0.00019189564,0.0000341014,0.0031526743,0.00022686478,0.0023564186,0.00036257028,0.00058324,0.00018268527],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009635865,0.00017246034,0.07140713,0.000005239505,0.000010060932,0.0000027593762,0.0003263273,0.9211911,0.00033481707,0.0030402213,0.00003925784,0.0033742487],"study_design_scores_gemma":[0.001586498,0.00009541091,0.0036241412,0.00004431192,0.000025736159,2.092094e-7,0.004857607,0.98558587,0.00009413262,0.002398552,0.0014785427,0.00020901582],"about_ca_topic_score_codex":0.00013422078,"about_ca_topic_score_gemma":0.00013649286,"teacher_disagreement_score":0.06778299,"about_ca_system_score_codex":0.0004341926,"about_ca_system_score_gemma":0.00026154032,"threshold_uncertainty_score":0.7825277},"labels":[],"label_agreement":null},{"id":"W4235470747","doi":"10.31269/vol9iss2pp598-609","title":"Institutional Innovation: Re-invigorating the University through Transdisciplinary Engagement","year":2011,"lang":"en","type":"article","venue":"tripleC Communication Capitalism & Critique Open Access Journal for a Global Sustainable Information Society","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Transdisciplinarity; Framing (construction); Situated; Sociology; Argument (complex analysis); ICTS; Political science; Engineering ethics; Public relations; Information and Communications Technology; Social science; Engineering; Computer science","score_opus":0.10714728193494924,"score_gpt":0.35644709789911005,"score_spread":0.24929981596416081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235470747","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12364992,0.00016967041,0.37297627,0.03944437,0.0006801814,0.00546861,0.00013934524,0.00028968725,0.45718196],"genre_scores_gemma":[0.9793762,0.0001415279,0.007207433,0.011288801,0.00019872487,0.000064228225,0.00049467705,0.000016776707,0.0012116068],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978132,0.000101869286,0.0008679699,0.00019579122,0.00057982904,0.00044129288],"domain_scores_gemma":[0.99464476,0.000079528494,0.0011829339,0.0005580391,0.003505503,0.000029225514],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.002815608,0.00026249574,0.00024599698,0.00014944807,0.0058846157,0.0038425056,0.0037967053,0.0002359222,0.0005164055],"category_scores_gemma":[0.00025922857,0.00024926255,0.00019357407,0.002716669,0.00025991694,0.05477645,0.0023630657,0.0008048033,0.00001647078],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018267933,0.000106226675,0.00041993865,0.00012494916,0.00007833297,0.0000033372937,0.0070448,0.000679544,0.0000015115991,0.9184483,0.07209546,0.00081490376],"study_design_scores_gemma":[0.0024417674,0.000032084816,0.0019350927,0.000080511774,0.00010661665,0.00001815901,0.20045379,0.004501065,0.000022391809,0.15573917,0.6342528,0.00041656985],"about_ca_topic_score_codex":0.001208401,"about_ca_topic_score_gemma":0.0000512637,"teacher_disagreement_score":0.8557263,"about_ca_system_score_codex":0.0013590982,"about_ca_system_score_gemma":0.00053833006,"threshold_uncertainty_score":0.99999595},"labels":[],"label_agreement":null},{"id":"W4236231100","doi":"10.1002/asi.20730","title":"Knowledge‐system theory in society: Charting the growth of knowledge‐system models over a decade, 1994–2003","year":2007,"lang":"en","type":"article","venue":"Journal of the American Society for Information Science and Technology","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Transformative learning; Knowledge management; Body of knowledge; Frame (networking); Work (physics); Data science; Sociology; Computer science","score_opus":0.0164673991676979,"score_gpt":0.24893805549394804,"score_spread":0.23247065632625014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236231100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95788026,0.0000504785,0.033839468,0.0013355775,0.0002715974,0.0003833155,0.0000038711128,0.00004602306,0.006189388],"genre_scores_gemma":[0.99821466,0.000008441486,0.0008687749,0.00076897355,0.00010055089,0.0000033788024,3.8402737e-7,0.0000056909957,0.000029148569],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9984232,0.0000095494115,0.000675894,0.00010231076,0.00049863884,0.00029039822],"domain_scores_gemma":[0.9959477,0.00010016189,0.0021154443,0.00018978206,0.001632825,0.0000140808415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056484216,0.00011891472,0.00025324206,0.00044970162,0.000535819,0.000096826945,0.0008172358,0.00011498954,9.159618e-7],"category_scores_gemma":[0.00024347393,0.00007656556,0.00016179266,0.006654857,0.0010798761,0.0034465743,0.0003336641,0.00040138213,0.000001490116],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006929065,0.00006297021,0.015812974,0.00032477124,0.00009266054,3.091754e-7,0.0050953487,0.000209287,0.001893482,0.95068336,0.0040431856,0.021712355],"study_design_scores_gemma":[0.0038630578,0.00017288174,0.012393958,0.00074733107,0.0002652925,0.00009501258,0.53847295,0.38518062,0.005110327,0.0103156045,0.04270582,0.00067717204],"about_ca_topic_score_codex":0.00002554591,"about_ca_topic_score_gemma":0.0000039964734,"teacher_disagreement_score":0.94036776,"about_ca_system_score_codex":0.00038806314,"about_ca_system_score_gemma":0.00020755363,"threshold_uncertainty_score":0.41211405},"labels":[],"label_agreement":null},{"id":"W4237446323","doi":"10.32920/ryerson.14639385.v1","title":"Technological determinism in Canadian telecommunications: Telidon technology, industry and government.","year":2021,"lang":"en","type":"preprint","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Technological determinism; Determinism; Government (linguistics); Rhetorical question; Business; Technological change; Telecommunications; Marketing; Industrial organization; Economics; Engineering; Sociology; Social science","score_opus":0.025917744452948525,"score_gpt":0.232765615839496,"score_spread":0.20684787138654748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237446323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9018529,0.0001196982,0.00022138457,0.021216188,0.0001483648,0.00059067743,0.00002319051,0.00029870347,0.07552887],"genre_scores_gemma":[0.99372745,0.000063175685,0.002240533,0.0027898238,0.000089882684,0.00005928435,0.00007570211,0.000032273176,0.00092186703],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99785066,0.00001797273,0.00046711558,0.00069741847,0.0004201885,0.00054667064],"domain_scores_gemma":[0.99842864,0.000034313187,0.00034136415,0.0010170488,0.00013893301,0.00003966869],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00046115607,0.00037597498,0.000391403,0.0010160286,0.00022566321,0.000493016,0.0010621522,0.0037948394,0.00059436384],"category_scores_gemma":[0.00033895572,0.0004218505,0.000052044626,0.0013482198,0.0003411774,0.00063573575,0.0038169024,0.0047017904,0.000025463605],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000938753,0.00025210236,0.83378375,0.0001827205,0.00009486684,0.00024098213,0.000033964272,0.00021038494,0.0002543318,0.1414381,0.0018891187,0.02161032],"study_design_scores_gemma":[0.0042562466,0.000053004376,0.22302221,0.0026334058,0.00045758346,0.00010059119,0.036001015,0.03808633,0.0015674459,0.04755851,0.6401621,0.006101521],"about_ca_topic_score_codex":0.051450655,"about_ca_topic_score_gemma":0.13134971,"teacher_disagreement_score":0.638273,"about_ca_system_score_codex":0.0009959176,"about_ca_system_score_gemma":0.00027401326,"threshold_uncertainty_score":0.99982333},"labels":[],"label_agreement":null},{"id":"W4237966410","doi":"10.22215/timreview909","title":"Introduction to the Special Issue on Creativity in Innovation","year":2015,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Creativity; Political science; Law","score_opus":0.03832008415809176,"score_gpt":0.27210666306824677,"score_spread":0.233786578910155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237966410","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048192523,0.00013724502,0.0051282463,0.7074021,0.0016155503,0.0037602175,0.000004300991,0.00060418685,0.23315561],"genre_scores_gemma":[0.38895658,0.0013904873,0.0065509076,0.47841957,0.06948883,0.0017036262,0.0015116924,0.00028209464,0.05169619],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978795,0.000025287702,0.00073060853,0.000493159,0.00058613415,0.00028531582],"domain_scores_gemma":[0.9980245,0.000011084159,0.00053097075,0.0006817086,0.00074525754,0.000006429093],"candidate_categories":["bibliometrics","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021153456,0.00024333324,0.0002890586,0.0031344844,0.0001413686,0.00009557247,0.0005470152,0.00018740352,0.00069610897],"category_scores_gemma":[0.00062831235,0.00021285289,0.000022727725,0.024832463,0.00006413082,0.00089407124,0.00038898573,0.0005427553,0.0017825079],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015652238,0.00006586362,0.0013053527,0.00013610697,0.000013266249,0.0000037775033,0.000005926187,0.00012414546,0.000009183377,0.525542,0.41688776,0.05589092],"study_design_scores_gemma":[0.00043480966,0.000025855266,0.0011675134,0.0003391344,0.000032302472,0.0000011214116,0.00022163965,0.00009489033,0.000045430552,0.009466649,0.98795635,0.00021429283],"about_ca_topic_score_codex":0.000023769613,"about_ca_topic_score_gemma":0.000022946415,"teacher_disagreement_score":0.5710686,"about_ca_system_score_codex":0.0003887858,"about_ca_system_score_gemma":0.000021119076,"threshold_uncertainty_score":0.9989947},"labels":[],"label_agreement":null},{"id":"W4239138209","doi":"10.2316/p.2012.750-049","title":"Transferring a University E-Learning Concept to an SME Context","year":2012,"lang":"en","type":"article","venue":"Technology for Education and Learning","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Computer science; Knowledge management","score_opus":0.018712665155323112,"score_gpt":0.24100884340642495,"score_spread":0.22229617825110184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239138209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9776408,0.000033230393,0.013987207,0.0030065402,0.00018585798,0.0002478842,6.808976e-7,0.00034717316,0.004550646],"genre_scores_gemma":[0.9946485,0.0000012960189,0.0010909887,0.0008572233,0.00024144488,0.000004983121,0.000024142702,0.000015440979,0.0031159888],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999375,0.000011343775,0.00009799665,0.00019080697,0.000079676625,0.0002452068],"domain_scores_gemma":[0.9996431,0.000024357903,0.00009084361,0.00009036241,0.00012423545,0.000027088783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024811443,0.000104884384,0.000110894136,0.00049624743,0.00052949466,0.00005141485,0.00013559977,0.00019465484,0.00013281895],"category_scores_gemma":[0.0001248301,0.00012963975,0.00002201166,0.0005520906,0.00005318642,0.0010538677,0.000060838593,0.00047773452,0.00002930963],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005441377,0.00020489637,0.21503475,0.000046259225,0.00003194351,4.7289424e-7,0.0026168185,0.00039810225,0.0017253646,0.6148544,0.00087990647,0.16415264],"study_design_scores_gemma":[0.00056544074,0.00005024652,0.008806626,0.000033322103,0.00004638393,0.0000032075632,0.07021904,0.0013946566,0.00019433332,0.00034338076,0.9180791,0.00026427483],"about_ca_topic_score_codex":0.00008719532,"about_ca_topic_score_gemma":0.0000115587445,"teacher_disagreement_score":0.9171992,"about_ca_system_score_codex":0.00007523573,"about_ca_system_score_gemma":0.000029368763,"threshold_uncertainty_score":0.5286555},"labels":[],"label_agreement":null},{"id":"W4239982869","doi":"10.1504/ijric.2017.082312","title":"University research mobilisation and the fourth industrial revolution","year":2017,"lang":"en","type":"article","venue":"International Journal of Research Innovation and Commercialisation","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Context (archaeology); Salient; Industrial Revolution; Capital investment; Investment (military); Public relations; Political science; Knowledge economy; Social capital; Business","score_opus":0.2292402877961264,"score_gpt":0.38091444745151365,"score_spread":0.15167415965538725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239982869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91834354,0.000020592863,0.0020442386,0.0678727,0.0007792137,0.00034447934,0.000004886803,0.000012933086,0.01057743],"genre_scores_gemma":[0.99696773,0.00008096186,0.0001020787,0.00040638377,0.0020383934,0.0000015792319,0.000015452431,0.000007845772,0.0003795671],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99730235,0.00024954183,0.00039725605,0.00016538468,0.0017024415,0.00018300719],"domain_scores_gemma":[0.9920955,0.0003521274,0.0008224684,0.00022156241,0.0064912084,0.00001718676],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.011389095,0.00008839885,0.00013875819,0.0015277356,0.0015168603,0.0010986689,0.0007348457,0.00016746721,0.00005287585],"category_scores_gemma":[0.0040228674,0.00007513265,0.000032194523,0.0008032899,0.0009635365,0.0034441764,0.0004984858,0.0011107909,0.000007210719],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010971861,0.000056932222,0.038532536,0.000009101838,0.00006307197,0.000009928256,0.00027086068,0.00002871363,0.0002711207,0.92067873,0.013554218,0.025427576],"study_design_scores_gemma":[0.019064782,0.00014244737,0.20936978,0.00036890758,0.000071247894,0.000048468675,0.0123197595,0.017216094,0.00024931406,0.21069072,0.5300487,0.00040976453],"about_ca_topic_score_codex":0.0010079887,"about_ca_topic_score_gemma":0.000074586,"teacher_disagreement_score":0.70998806,"about_ca_system_score_codex":0.0002935211,"about_ca_system_score_gemma":0.00013853345,"threshold_uncertainty_score":0.9999383},"labels":[],"label_agreement":null},{"id":"W4241953933","doi":"10.4018/9781591401223.ch006","title":"The Organizatonal Culture of Digital Government","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Digital culture; Digital government; Government (linguistics); Business; Political science; Media studies; Sociology; Law; Philosophy; Digital transformation; Linguistics","score_opus":0.017286312875164994,"score_gpt":0.18903878744544148,"score_spread":0.17175247457027648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241953933","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00041463177,0.000032712374,0.00015977136,0.000105717685,0.00032603217,0.00025319392,0.00020952873,0.00007251311,0.9984259],"genre_scores_gemma":[0.55418646,0.0000026855755,0.000030376128,0.00084369024,0.0007817076,0.0000018646577,0.000019051357,0.00005647885,0.44407767],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980399,0.0000017833266,0.0003645968,0.00031585246,0.0010302257,0.00024762235],"domain_scores_gemma":[0.99857193,0.000011759446,0.00070060714,0.00040697993,0.00028983125,0.000018903622],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008357309,0.00036086066,0.00027553915,0.000027799098,0.00020365292,0.00027408238,0.0006299515,0.0004732941,0.00027942972],"category_scores_gemma":[0.000026084095,0.00028590558,0.00014485637,0.00005490661,0.00015287311,0.0003570178,0.00061591034,0.00039875033,0.00028929068],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039400034,0.000014498679,0.0005643543,0.000028958997,0.00013449043,0.000013186726,0.000016801088,0.0000012014065,0.000008327807,0.97542083,0.022502793,0.0012551589],"study_design_scores_gemma":[0.00033543896,0.000015983154,0.000080764694,0.00009261282,0.00013912415,0.0000043779196,0.00010550967,0.000010756775,0.00003250851,0.30724865,0.69155526,0.00037900338],"about_ca_topic_score_codex":0.000027467042,"about_ca_topic_score_gemma":0.0000153992,"teacher_disagreement_score":0.6690525,"about_ca_system_score_codex":0.00033228906,"about_ca_system_score_gemma":0.00006189882,"threshold_uncertainty_score":0.9999593},"labels":[],"label_agreement":null},{"id":"W4242239955","doi":"10.22215/timreview1004","title":"Q&amp;A. How Can a University Drive an Open Innovation Ecosystem?","year":2016,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ecosystem; Open innovation; Business; Computer science; Knowledge management; Ecology; Biology","score_opus":0.0475083951232007,"score_gpt":0.2596959339785759,"score_spread":0.21218753885537517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242239955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37958682,0.00024241509,0.0920934,0.37229204,0.0010156699,0.009482101,0.00011658994,0.0032941422,0.14187682],"genre_scores_gemma":[0.94008994,0.0011150694,0.005303963,0.021029748,0.00032358765,0.00009878092,0.0006345407,0.00009803108,0.03130631],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977485,0.0000357378,0.00060464954,0.0007369663,0.0004711057,0.00040304993],"domain_scores_gemma":[0.9964072,0.0000147481815,0.0012235169,0.0010575823,0.0012855871,0.000011383086],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001181987,0.0003416602,0.00044363027,0.0030266265,0.0003651673,0.00022837485,0.0017319225,0.0003214278,0.0006712597],"category_scores_gemma":[0.00017018773,0.00030747306,0.000034135606,0.015634537,0.00010933236,0.00386979,0.0014379644,0.00031422445,0.00037336894],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001259392,0.00008769468,0.003191336,0.0006335104,0.000084861356,0.000016055988,0.0000027780761,0.0000012901228,0.00074718765,0.91676104,0.036348797,0.042112853],"study_design_scores_gemma":[0.0011380833,0.000022949424,0.0007457243,0.0014989693,0.00013783471,0.0000033684153,0.00021426589,0.000025262363,0.00007173513,0.014423556,0.9812594,0.0004588355],"about_ca_topic_score_codex":0.000032940956,"about_ca_topic_score_gemma":0.00010796496,"teacher_disagreement_score":0.94491065,"about_ca_system_score_codex":0.00048453553,"about_ca_system_score_gemma":0.0000448271,"threshold_uncertainty_score":0.9999377},"labels":[],"label_agreement":null},{"id":"W4242722326","doi":"10.1504/ijil.2017.080755","title":"Infocom business models innovation with the development of corporate universities","year":2016,"lang":"en","type":"article","venue":"International Journal of Innovation and Learning","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Deregulation; Business model; Business; Industrial organization; Order (exchange); Competition (biology); Disruptive innovation; Investment (military); Boom; The Internet; Telecommunications; Marketing; Economics; Market economy; Computer science; Politics; Engineering; Finance","score_opus":0.03585955387031305,"score_gpt":0.2242358573481687,"score_spread":0.18837630347785564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242722326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83187544,0.0000024453914,0.16057014,0.004334218,0.00012206889,0.00004633819,8.132146e-7,0.000011198498,0.0030373433],"genre_scores_gemma":[0.99681795,0.000001826777,0.0015460665,0.0005755924,0.00019831464,5.3073126e-7,0.000009319711,0.000008359456,0.0008420463],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987302,0.000014009787,0.0005196312,0.000081212565,0.0005753204,0.000079649726],"domain_scores_gemma":[0.99190426,0.000053753334,0.0021493086,0.00004922332,0.0058393944,0.0000040459495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008134243,0.00009578487,0.000113375376,0.00094827684,0.0001466813,0.00009825524,0.0002319011,0.00005618626,0.00006885239],"category_scores_gemma":[0.00010494891,0.000058875714,0.00001131851,0.0016525544,0.00008486959,0.0022173545,0.00009298371,0.00024216596,0.0000025780007],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056068046,0.00008095175,0.044257507,0.00003691691,0.00031466543,0.000012307417,0.0010400418,0.0094972,0.014352581,0.8802312,0.00084588095,0.048770074],"study_design_scores_gemma":[0.020106772,0.00025200105,0.35164216,0.0031276774,0.0002366742,0.00015202675,0.051538788,0.016402945,0.010091892,0.028605828,0.51609135,0.0017518931],"about_ca_topic_score_codex":0.000009782211,"about_ca_topic_score_gemma":0.000004208461,"teacher_disagreement_score":0.8516254,"about_ca_system_score_codex":0.0001110553,"about_ca_system_score_gemma":0.00019281021,"threshold_uncertainty_score":0.24008818},"labels":[],"label_agreement":null},{"id":"W4246408320","doi":"10.4018/978-1-5225-7601-3.ch001","title":"Communication, Information, and Pragmatics","year":2018,"lang":"en","type":"book-chapter","venue":"Advances in multimedia and interactive technologies book series","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design; University of Toronto","funders":"","keywords":"Pragmatics; Proposition; Meaning (existential); Dimension (graph theory); Communication theory; Relevance theory; Information transmission; Information theory; Semantics (computer science); Linguistics; Computer science; Element (criminal law); Epistemology; Communication; Psychology; Philosophy; Mathematics; Cognition; Political science","score_opus":0.009934773511585072,"score_gpt":0.22898146036092723,"score_spread":0.21904668684934217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246408320","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025487258,0.0061311126,0.0010770354,0.0046566515,0.00042912003,0.0011655589,0.00006165092,0.0009593267,0.98297083],"genre_scores_gemma":[0.13296087,0.23678708,0.07914461,0.012812474,0.0011773086,0.00042736842,0.0017861169,0.00043699404,0.53446716],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99897635,0.000003929978,0.00042341085,0.00023206638,0.00019683043,0.00016739238],"domain_scores_gemma":[0.9984792,0.00012173548,0.000700042,0.0003512353,0.00034116665,0.0000066156317],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001182445,0.0003085612,0.00031139486,0.0005537271,0.00016690067,0.00018450731,0.00034170513,0.0004601742,0.00024975894],"category_scores_gemma":[0.0003295348,0.0003069886,0.000023761715,0.0001015517,0.00092475873,0.01516925,0.00081152824,0.0007227293,0.000066787055],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023891892,0.00004459192,0.0035834706,0.00056363863,0.00012928262,0.000009398568,0.0012362401,0.000012429849,0.0000181004,0.83849704,0.012223584,0.1434433],"study_design_scores_gemma":[0.00030218906,0.000025224585,0.00010232629,0.00038513925,0.000025839276,0.000003790836,0.0040147863,0.00054373837,0.000061531005,0.06666746,0.92754865,0.00031935162],"about_ca_topic_score_codex":0.000014614874,"about_ca_topic_score_gemma":0.00008024497,"teacher_disagreement_score":0.91532505,"about_ca_system_score_codex":0.000101612444,"about_ca_system_score_gemma":0.000018286879,"threshold_uncertainty_score":0.99993825},"labels":[],"label_agreement":null},{"id":"W4248497701","doi":"10.4018/978-1-60566-952-2.ch001","title":"The Knowledge Society","year":2010,"lang":"en","type":"book-chapter","venue":"Advances in information security, privacy, and ethics book series","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Knowledge society; Industrialisation; Industrial society; Knowledge economy; Sociology of scientific knowledge; Social science; Conceptualization; Political science; Sociology; Environmental ethics; Law; Philosophy; Anthropology","score_opus":0.022336261346102986,"score_gpt":0.25698667276406284,"score_spread":0.23465041141795986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248497701","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013909605,0.0017706491,0.00036432105,0.0056837643,0.0031367906,0.00044516294,0.000026604173,0.00013972982,0.9882939],"genre_scores_gemma":[0.047080085,0.23015699,0.0031779208,0.054030683,0.023852983,0.0001753137,0.0019568896,0.0004075815,0.6391616],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983122,0.000007987557,0.00058941595,0.0002155505,0.00060609914,0.00026878965],"domain_scores_gemma":[0.9979436,0.00028973052,0.00072644727,0.0003864331,0.0006359601,0.000017848484],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010061263,0.00034845457,0.00026389354,0.0001756732,0.0009994537,0.0006835047,0.0005206287,0.0012607609,0.00012700197],"category_scores_gemma":[0.00026962033,0.0003107537,0.00008958521,0.00012241317,0.0006393787,0.01792996,0.00085130666,0.003636818,0.00012102784],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002727014,0.0000069734024,0.000088253626,0.000442977,0.000019342757,6.2588066e-7,0.0032077061,0.0000075030675,9.130768e-7,0.988767,0.0054198643,0.0020115236],"study_design_scores_gemma":[0.00023269524,0.0000064319865,0.000022448927,0.00011778423,0.000019024457,0.0000013975656,0.000717266,0.00018650581,0.0000064030764,0.21718283,0.7812204,0.0002868585],"about_ca_topic_score_codex":0.000016257085,"about_ca_topic_score_gemma":0.0003514317,"teacher_disagreement_score":0.77580047,"about_ca_system_score_codex":0.00008956592,"about_ca_system_score_gemma":0.00012853382,"threshold_uncertainty_score":0.99993443},"labels":[],"label_agreement":null},{"id":"W4248756414","doi":"10.1007/978-3-319-95963-4_90","title":"Role of Science, Technology, and Innovation Towards SDGS","year":2021,"lang":"en","type":"book-chapter","venue":"Encyclopedia of the UN sustainable development goals","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nordic Life Science Pipeline (Canada)","funders":"","keywords":"Science, technology and society; Engineering ethics; Political science; Business; Engineering; Sociology; Social science","score_opus":0.008669513695790582,"score_gpt":0.19709732477149974,"score_spread":0.18842781107570916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248756414","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1293243,0.00016073354,0.00007635381,0.0007426682,0.00018003637,0.0005596591,0.0000052828627,0.000048746017,0.8689022],"genre_scores_gemma":[0.16692139,0.00008124889,0.0014445127,0.0003355142,0.0001584439,0.000012797393,0.000039089977,0.00005299733,0.830954],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974503,0.000004858033,0.0007415047,0.00045878405,0.0009591167,0.00038543274],"domain_scores_gemma":[0.9958933,0.000019359926,0.0012780444,0.00048749932,0.0023095964,0.000012209051],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00087054813,0.00033159088,0.0004445121,0.004033666,0.00045093417,0.00008604935,0.0008554554,0.00045678482,0.00036615448],"category_scores_gemma":[0.00036052297,0.00030042662,0.00005272717,0.004553693,0.00080822204,0.0008917839,0.0022087623,0.00048564264,0.0000072973867],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010303197,0.000034277626,0.0024421937,0.00033236312,0.00007157504,0.000008129207,0.00016828877,0.000014378098,0.00033593024,0.987505,0.00085947925,0.008218077],"study_design_scores_gemma":[0.0003581902,0.000007020343,0.0023850903,0.00027226828,0.00006717554,0.000002061322,0.004052297,0.000019615378,0.0037586365,0.08428967,0.9043841,0.0004039185],"about_ca_topic_score_codex":0.00002554754,"about_ca_topic_score_gemma":0.0000021777025,"teacher_disagreement_score":0.9035246,"about_ca_system_score_codex":0.000342344,"about_ca_system_score_gemma":0.0011494794,"threshold_uncertainty_score":0.9999448},"labels":[],"label_agreement":null},{"id":"W4249913251","doi":"10.4018/978-1-5225-8359-2.ch031","title":"Mobile Journalism and Innovation","year":2019,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Affordance; Representativeness heuristic; Journalism; Narrative; Technological convergence; Convergence (economics); Sample (material); Political science; Sociology; Computer science; Humanities; Media studies; Art; Human–computer interaction; Psychology; Telecommunications; Literature","score_opus":0.023771817727214928,"score_gpt":0.2255870129455379,"score_spread":0.20181519521832297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249913251","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0073618875,0.000038147708,0.00025383098,0.00013139835,0.00048647108,0.00040641404,0.00003594514,0.000102698745,0.9911832],"genre_scores_gemma":[0.37645388,0.0000036280114,0.00014326863,0.0062286546,0.0016536386,0.000004268542,0.00003902038,0.00006959737,0.615404],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985394,0.0000023060616,0.00036787888,0.000358966,0.0005162176,0.00021525142],"domain_scores_gemma":[0.9986539,0.000007779633,0.00064993254,0.0002848879,0.00039126168,0.000012233429],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016436042,0.00032599262,0.000295444,0.00039141707,0.00013418893,0.00034078912,0.00024008333,0.00058259274,0.00028232555],"category_scores_gemma":[0.000012404957,0.00035566912,0.00006025313,0.0001299481,0.000057369263,0.00050858164,0.0003262868,0.00052634435,0.00039043924],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017546712,0.000005430139,0.00034098682,0.000059277885,0.000054563097,0.000015840084,0.000006953904,0.000010809274,0.000029585271,0.9849252,0.011898864,0.00263496],"study_design_scores_gemma":[0.0005350251,0.000016579363,0.000090756614,0.00016070633,0.00009133671,0.000009167399,0.000029491144,0.00013569418,0.0000056881768,0.2891694,0.70933497,0.0004211801],"about_ca_topic_score_codex":0.00004463283,"about_ca_topic_score_gemma":0.000007928743,"teacher_disagreement_score":0.6974361,"about_ca_system_score_codex":0.00023225052,"about_ca_system_score_gemma":0.000076382705,"threshold_uncertainty_score":0.99988955},"labels":[],"label_agreement":null},{"id":"W4250081372","doi":"10.1093/oso/9780197508114.001.0001","title":"Innovation in Real Places","year":2021,"lang":"en","type":"book","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Copying; Flourishing; Production (economics); Silicon valley; Dynamism; Conflation; Process (computing); Economic system; Economic geography; Business; Industrial organization; Economics; Political science; Computer science; Entrepreneurship","score_opus":0.033095933627975756,"score_gpt":0.22663862838236185,"score_spread":0.1935426947543861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250081372","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006031678,0.0000056075783,0.00022004021,0.00076862524,0.00029106706,0.00019895418,0.000003620591,0.000119466735,0.99236095],"genre_scores_gemma":[0.00409076,0.000008557614,0.0001518363,0.0029174495,0.0011344677,0.0000036240829,0.0006872162,0.000037490005,0.9909686],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998342,0.0000041923854,0.00044463036,0.0003582654,0.00065659784,0.0001943317],"domain_scores_gemma":[0.9987178,0.00002292197,0.00045989463,0.00024264197,0.00055332185,0.0000034643977],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037258677,0.00023279799,0.00025537348,0.0010259984,0.00006357458,0.00023292936,0.00023959127,0.0005920919,0.0032955839],"category_scores_gemma":[0.00007047616,0.0002648008,0.00003705549,0.0012857518,0.000027372891,0.001147244,0.0002841696,0.00065616524,0.00026626576],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009833923,0.000029284643,0.0018912631,0.00009540932,0.000020130092,0.000037321475,0.000010335036,0.000052751093,0.000026539074,0.68674797,0.31038645,0.00069272245],"study_design_scores_gemma":[0.00050574227,0.0000027471522,0.0008784226,0.00017804513,0.000027356775,5.7331243e-7,0.00019432754,0.0007037329,0.000012802963,0.011766339,0.9853261,0.00040382464],"about_ca_topic_score_codex":0.000277409,"about_ca_topic_score_gemma":0.0003346962,"teacher_disagreement_score":0.6749816,"about_ca_system_score_codex":0.0005977526,"about_ca_system_score_gemma":0.00025016916,"threshold_uncertainty_score":0.9999804},"labels":[],"label_agreement":null},{"id":"W4250566792","doi":"10.4018/978-1-61520-969-9.ch128","title":"Evolving e-Business Systems","year":2010,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Politics; Corporate governance; Perspective (graphical); Political science; Public relations; International business; Environmental ethics; Management; Economics","score_opus":0.02106847742817997,"score_gpt":0.2078573385422495,"score_spread":0.18678886111406953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250566792","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008994921,0.00005190971,0.00071494526,0.000181774,0.0025143167,0.00051078596,0.00006289216,0.00037424226,0.99468964],"genre_scores_gemma":[0.46580982,0.0000011721188,0.00022025674,0.0023672027,0.0064175245,0.000011340892,0.00005496776,0.00016581283,0.5249519],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975835,0.000003441656,0.00047872108,0.0006095396,0.0008986209,0.00042617053],"domain_scores_gemma":[0.99764556,0.00001647674,0.0007922777,0.00065902155,0.00085527444,0.000031416483],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019629908,0.0005834771,0.0005126627,0.00025334544,0.00030566083,0.0007957618,0.00067904196,0.0013407174,0.0004775433],"category_scores_gemma":[0.000041625368,0.00064128474,0.00014688421,0.00011333091,0.00010945037,0.0006903781,0.0005539986,0.0010303984,0.0011271046],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015891934,0.000009893097,0.00026870923,0.00017806335,0.00007769653,0.000070807255,0.0000035899295,0.00002761769,0.000070513655,0.9885698,0.0103317695,0.00037566572],"study_design_scores_gemma":[0.0006779521,0.000006228632,0.00033187467,0.0006044784,0.00028031445,0.000019587143,0.000039747534,0.00059120014,0.0000064390065,0.11487985,0.8814019,0.0011604627],"about_ca_topic_score_codex":0.0006042918,"about_ca_topic_score_gemma":0.00009198423,"teacher_disagreement_score":0.87368995,"about_ca_system_score_codex":0.00040957463,"about_ca_system_score_gemma":0.00012983812,"threshold_uncertainty_score":0.9999558},"labels":[],"label_agreement":null},{"id":"W4251895938","doi":"10.2196/34071","title":"Toward More Inclusive Networks and Initiatives in Innovation Ecosystems: Protocol for a Systematic Review","year":2022,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Commission","keywords":"Systematic review; Scopus; European union; Grey literature; Protocol (science); Cochrane Library; Thematic analysis; Knowledge management; Psychology; Meta-analysis; Business; MEDLINE; Political science; Computer science; Sociology; Medicine; Qualitative research; Social science; Alternative medicine","score_opus":0.3829112974682625,"score_gpt":0.5242567042076068,"score_spread":0.14134540673934431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251895938","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.4389668e-8,0.0182918,0.00014207637,0.00032034842,0.000008107576,0.978538,0.000035481225,0.000082313745,0.0025818334],"genre_scores_gemma":[1.4554635e-7,0.0193185,0.00003220628,0.00055593764,0.00041021567,0.9790283,0.00024825928,0.000110470464,0.00029598761],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941324,0.00066508114,0.002006671,0.0008822251,0.00156401,0.0007496118],"domain_scores_gemma":[0.9953933,0.00068692357,0.0022031665,0.0006898725,0.0009991404,0.000027607479],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007251705,0.0005959896,0.0023303337,0.002248733,0.0005216596,0.0005819058,0.0010994703,0.00053428096,0.00037741195],"category_scores_gemma":[0.0016747825,0.0005121649,0.00019575305,0.0069347485,0.000113721915,0.0018057207,0.0019836086,0.0023184095,0.00002400327],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051887568,0.00020123791,0.000012601593,0.97165775,0.00006393013,0.000023312929,0.000036668633,0.0000040086047,3.7228233e-8,0.012689384,0.00901689,0.006242285],"study_design_scores_gemma":[0.00069138664,0.000049455673,5.0617524e-7,0.44924927,0.000028398936,0.0000031609575,0.00012328288,0.00037586957,2.944274e-8,0.00015116512,0.5490631,0.00026438304],"about_ca_topic_score_codex":0.000024959885,"about_ca_topic_score_gemma":0.000009674311,"teacher_disagreement_score":0.5400462,"about_ca_system_score_codex":0.0012049843,"about_ca_system_score_gemma":0.0005340379,"threshold_uncertainty_score":0.9999833},"labels":[],"label_agreement":null},{"id":"W4252251383","doi":"10.1002/9781405186407.wbiect021","title":"Technology Assessment","year":2008,"lang":"en","type":"other","venue":"The International Encyclopedia of Communication","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Technology assessment; Management science; Government (linguistics); Technology policy; Engineering ethics; Political science; Engineering; Computer science; Sociology; Social science","score_opus":0.017932052375941667,"score_gpt":0.25138429284187824,"score_spread":0.23345224046593657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252251383","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00061826996,0.00011263779,0.0005599485,0.009388264,0.00036274196,0.00024482087,0.000014414788,0.00016043469,0.98853844],"genre_scores_gemma":[0.061340477,0.0030606885,0.0027552268,0.0013857309,0.0010717208,0.000043379034,0.00045263642,0.0002307692,0.92965937],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890095,0.00001300824,0.00028666572,0.00015294726,0.0005431809,0.00010323808],"domain_scores_gemma":[0.9979919,0.000045580833,0.00091532903,0.00082158245,0.00022157042,0.000004002105],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019089595,0.00016096435,0.00017199444,0.00061160466,0.000095269934,0.000035010984,0.0019754625,0.00029563202,0.0022143177],"category_scores_gemma":[0.00005996345,0.00014088184,0.0000556136,0.0004138338,0.00017973989,0.00026842894,0.00073963526,0.0005242669,0.00015871783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006472437,0.00008896508,0.0027725245,0.00001449459,0.00010599844,0.0000010679591,0.000014690382,0.0000473073,0.000017104578,0.30864766,0.68575627,0.002527411],"study_design_scores_gemma":[0.00022393568,0.0000022482075,0.00067227875,0.00009288484,0.00003186449,0.0000017412651,0.000114282375,0.0006704045,0.00000478664,0.0034295751,0.9946252,0.00013079874],"about_ca_topic_score_codex":0.0005688078,"about_ca_topic_score_gemma":0.0001052106,"teacher_disagreement_score":0.3088689,"about_ca_system_score_codex":0.00010773028,"about_ca_system_score_gemma":0.0000589984,"threshold_uncertainty_score":0.9986978},"labels":[],"label_agreement":null},{"id":"W4255008002","doi":"10.32920/ryerson.14639385","title":"Technological determinism in Canadian telecommunications: Telidon technology, industry and government.","year":2021,"lang":"en","type":"preprint","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Technological determinism; Determinism; Government (linguistics); Rhetorical question; Business; Technological change; Telecommunications; Industrial organization; Marketing; Engineering; Economics; Sociology; Social science","score_opus":0.025917744452948525,"score_gpt":0.232765615839496,"score_spread":0.20684787138654748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255008002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9018529,0.0001196982,0.00022138457,0.021216188,0.0001483648,0.00059067743,0.00002319051,0.00029870347,0.07552887],"genre_scores_gemma":[0.99372745,0.000063175685,0.002240533,0.0027898238,0.000089882684,0.00005928435,0.00007570211,0.000032273176,0.00092186703],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99785066,0.00001797273,0.00046711558,0.00069741847,0.0004201885,0.00054667064],"domain_scores_gemma":[0.99842864,0.000034313187,0.00034136415,0.0010170488,0.00013893301,0.00003966869],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00046115607,0.00037597498,0.000391403,0.0010160286,0.00022566321,0.000493016,0.0010621522,0.0037948394,0.00059436384],"category_scores_gemma":[0.00033895572,0.0004218505,0.000052044626,0.0013482198,0.0003411774,0.00063573575,0.0038169024,0.0047017904,0.000025463605],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000938753,0.00025210236,0.83378375,0.0001827205,0.00009486684,0.00024098213,0.000033964272,0.00021038494,0.0002543318,0.1414381,0.0018891187,0.02161032],"study_design_scores_gemma":[0.0042562466,0.000053004376,0.22302221,0.0026334058,0.00045758346,0.00010059119,0.036001015,0.03808633,0.0015674459,0.04755851,0.6401621,0.006101521],"about_ca_topic_score_codex":0.051450655,"about_ca_topic_score_gemma":0.13134971,"teacher_disagreement_score":0.638273,"about_ca_system_score_codex":0.0009959176,"about_ca_system_score_gemma":0.00027401326,"threshold_uncertainty_score":0.99982333},"labels":[],"label_agreement":null},{"id":"W4255349584","doi":"10.1002/jcd.21537","title":"Issue Information","year":2016,"lang":"en","type":"paratext","venue":"Journal of Combinatorial Designs","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; Information retrieval; Combinatorics; Mathematics; World Wide Web","score_opus":0.025023075953215956,"score_gpt":0.23890727803144327,"score_spread":0.2138842020782273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255349584","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021490762,0.000085094034,0.026700918,0.0036081476,0.110642076,0.00053190714,0.000042396066,0.00004601683,0.8561944],"genre_scores_gemma":[0.38891563,0.00042003026,0.0011260778,0.013158571,0.18890703,0.000015023006,0.00041682046,0.00034185604,0.40669897],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975956,0.000027202428,0.0008948456,0.00011630471,0.0010995454,0.00026647482],"domain_scores_gemma":[0.99506783,0.00007049977,0.0030975677,0.00022134082,0.0015149951,0.000027735301],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006913891,0.00029897798,0.00051291543,0.00090373325,0.00014978075,0.00048616785,0.00067696464,0.00070263015,0.007056492],"category_scores_gemma":[0.00019117922,0.00024939651,0.00019786009,0.0004990656,0.00004348849,0.0060010464,0.00015697767,0.00091506215,0.011996244],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015779122,0.00005851351,0.0000339156,0.000118217016,0.000103564074,0.000008485322,0.000019292589,0.000050365154,0.00010958654,0.042128857,0.9560869,0.0011245143],"study_design_scores_gemma":[0.001975718,0.000054537482,0.00002504996,0.0002844231,0.00011489899,0.000004725092,0.000054330787,0.000030087469,0.00013045751,0.0070414543,0.9899917,0.00029261943],"about_ca_topic_score_codex":0.000020513015,"about_ca_topic_score_gemma":1.9649983e-7,"teacher_disagreement_score":0.4494954,"about_ca_system_score_codex":0.00035909982,"about_ca_system_score_gemma":0.00025538218,"threshold_uncertainty_score":0.9999958},"labels":[],"label_agreement":null},{"id":"W4255866965","doi":"10.4324/9781315750996","title":"Innovation, Regional Development and the Life Sciences","year":2016,"lang":"en","type":"book","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Regional science; Engineering ethics; Sociology; Engineering","score_opus":0.0488748273214139,"score_gpt":0.21975118520581413,"score_spread":0.17087635788440023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255866965","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007404409,0.00003881074,0.0015523791,0.016111525,0.00016463472,0.00026632095,0.0000014050123,0.000073661424,0.98105085],"genre_scores_gemma":[0.0019347231,0.00000890009,0.00041123177,0.023379946,0.0011432864,0.000006923015,0.000033540808,0.000018140605,0.9730633],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984862,0.0000049106357,0.0003375351,0.0003136776,0.0006842122,0.00017345419],"domain_scores_gemma":[0.9988909,0.00007813628,0.0004951608,0.00015262069,0.00037688733,0.0000063066063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080701424,0.00020496103,0.00018471558,0.000455697,0.0005620459,0.00022034558,0.0003818167,0.00022809871,0.0008377913],"category_scores_gemma":[0.000090969,0.00012084435,0.000024027164,0.0005417515,0.0005208988,0.0008606618,0.00037379828,0.00024971017,0.00022817226],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010342549,0.0000037324592,0.00016656588,0.000016790695,0.00002666221,4.8441956e-7,0.000010553756,0.0000010668658,6.4292243e-7,0.6810578,0.3177,0.0010053574],"study_design_scores_gemma":[0.00067486917,0.0000012618736,0.0001904778,0.00007723379,0.000022759175,6.2677265e-7,0.000064263906,0.000075546355,0.000002073869,0.038671777,0.9600123,0.00020682145],"about_ca_topic_score_codex":0.000013411655,"about_ca_topic_score_gemma":0.0000065792956,"teacher_disagreement_score":0.642386,"about_ca_system_score_codex":0.00009738958,"about_ca_system_score_gemma":0.0004742299,"threshold_uncertainty_score":0.9173227},"labels":[],"label_agreement":null},{"id":"W4281813525","doi":"10.1177/13684310221099695","title":"Castells versus Bell: A comparison of two grand theorists of the information age","year":2022,"lang":"en","type":"article","venue":"European Journal of Social Theory","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Nuclear Safety Commission; Universitat Oberta de Catalunya; Harvard University","keywords":"Sociology; Normative; Epistemology; Capitalism; Interpretation (philosophy); Restructuring; Social science; Philosophy; Law; Politics; Political science","score_opus":0.03179318889246258,"score_gpt":0.24804559823910405,"score_spread":0.21625240934664147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281813525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8593686,0.000013316769,0.0010030118,0.00024739405,0.0007042992,0.00009347018,0.0000096509875,0.0000070517212,0.13855319],"genre_scores_gemma":[0.99919116,5.7987415e-7,0.000028835126,0.00022559974,0.00030578912,1.1935721e-7,0.000003112616,0.0000099210665,0.00023485879],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985894,0.000242354,0.0004893413,0.000043372234,0.0005432619,0.00009230269],"domain_scores_gemma":[0.99792874,0.00006394334,0.0017075526,0.00009256088,0.0002010063,0.0000061767178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019772293,0.00007856827,0.00017525976,0.00015026175,0.00030408942,0.00003769248,0.00045172393,0.00001618332,0.000345783],"category_scores_gemma":[0.00007786074,0.00006638105,0.00012481325,0.00043198394,0.00011153948,0.0006750107,0.0003194838,0.0004098936,0.00000840218],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028586048,0.0003453408,0.005776515,0.000121973615,0.00031852297,0.000034626013,0.014437976,0.005362305,0.0021261596,0.93781114,0.011866754,0.018940108],"study_design_scores_gemma":[0.03447101,0.0007585831,0.07056788,0.0002961655,0.0013258407,0.000027227574,0.14317332,0.0012434656,0.0026525254,0.05454691,0.6897004,0.0012366305],"about_ca_topic_score_codex":0.000005174591,"about_ca_topic_score_gemma":6.02343e-7,"teacher_disagreement_score":0.8832642,"about_ca_system_score_codex":0.00006245859,"about_ca_system_score_gemma":0.000025556137,"threshold_uncertainty_score":0.37860814},"labels":[],"label_agreement":null},{"id":"W4281892890","doi":"10.3917/res.232.0169","title":"Les narvals et les licornes se cachent-ils pour mourir ?","year":2022,"lang":"fr","type":"article","venue":"Réseaux","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University; Institut National de la Recherche Scientifique","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.06068940993510491,"score_gpt":0.26982791852891735,"score_spread":0.20913850859381244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281892890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79758847,0.0021077807,0.0016130741,0.110055074,0.0020448128,0.00064689765,0.00022472824,0.00031085714,0.085408315],"genre_scores_gemma":[0.8451388,0.000049797236,0.0003343556,0.0051233526,0.001145235,0.00002413962,0.00014862025,0.00007480702,0.14796092],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971971,0.0001423203,0.00043345775,0.000562303,0.0009524285,0.0007123782],"domain_scores_gemma":[0.998599,0.00010471922,0.0005206484,0.0004355465,0.00029323398,0.00004684537],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010051703,0.0003885273,0.00033798878,0.0003885019,0.0011274249,0.00045062328,0.0006739754,0.00029955388,0.020165732],"category_scores_gemma":[0.00013593075,0.00049250876,0.00018261875,0.0010761309,0.00010377002,0.0018085939,0.0013041719,0.0012760045,0.0005944595],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000112008114,0.0011324127,0.11578747,0.0005560236,0.00033560777,0.00025274864,0.0008781655,0.0128899915,0.001682115,0.4931852,0.3560096,0.017178643],"study_design_scores_gemma":[0.0011143147,0.000028912393,0.0077457363,0.00009298957,0.00019497107,0.0000123735035,0.007275051,0.0101454975,0.00018819736,0.002907076,0.96967,0.0006249066],"about_ca_topic_score_codex":0.006206033,"about_ca_topic_score_gemma":0.00013780968,"teacher_disagreement_score":0.6136604,"about_ca_system_score_codex":0.00063659047,"about_ca_system_score_gemma":0.00017962884,"threshold_uncertainty_score":0.99975264},"labels":[],"label_agreement":null},{"id":"W4283262832","doi":"10.26500/jarssh-07-2022-0102","title":"A triple helix case: Innovative and sustainable international summer school in China","year":2022,"lang":"en","type":"article","venue":"Journal of Advanced Research in Social Sciences and Humanities","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Beijing; China; Curriculum; Government (linguistics); Triple helix; Public relations; Political science; Business; Sociology; Pedagogy","score_opus":0.10078006884509351,"score_gpt":0.3622315230021117,"score_spread":0.2614514541570182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283262832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9752689,0.00008185524,0.000008701013,0.0032239151,0.000114033544,0.00012149568,0.0000026688417,0.0000028515958,0.021175578],"genre_scores_gemma":[0.9968866,0.000029667426,0.00005562019,0.00028793004,0.00032203173,0.0000047900826,7.824867e-7,0.0000036020203,0.0024089909],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99853855,0.000051422187,0.0002332802,0.000121624005,0.0007759021,0.00027919642],"domain_scores_gemma":[0.9992995,0.00005127771,0.00020226224,0.0000243687,0.00041425758,0.000008282092],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0031962728,0.000059501795,0.00011821345,0.0011990848,0.0013790115,0.00036248114,0.00022395882,0.000027583697,0.00025092415],"category_scores_gemma":[0.00016291873,0.0000573518,0.000013459813,0.0016202477,0.00041002606,0.0024974009,0.00051278993,0.0007374772,3.1277423e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026397867,0.00017701427,0.079107806,0.00007519597,0.00001932483,0.0014220349,0.005134405,0.0008611671,0.00016141658,0.9057438,0.003471603,0.0035622888],"study_design_scores_gemma":[0.0029780832,0.00023429786,0.04860578,0.00007033512,0.0000046778323,0.00010536825,0.67414004,0.0010487962,0.0000115571465,0.1194238,0.15311778,0.00025951254],"about_ca_topic_score_codex":0.0009789853,"about_ca_topic_score_gemma":0.00023082849,"teacher_disagreement_score":0.78632,"about_ca_system_score_codex":0.00033668915,"about_ca_system_score_gemma":0.00011675775,"threshold_uncertainty_score":0.9999211},"labels":[],"label_agreement":null},{"id":"W4285783035","doi":"","title":"Meta-Need Molecule. Enabling the Emergent Entrepreneurial Organizations to Apprehend Multifaceted Needs","year":2022,"lang":"fr","type":"preprint","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski; Université du Québec à Montréal","funders":"","keywords":"Knowledge management; Business; Computer science","score_opus":0.04824394341447707,"score_gpt":0.23414542007847433,"score_spread":0.18590147666399726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285783035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4702263,0.00091749965,0.17988761,0.1952215,0.018658534,0.01108931,0.0005667242,0.0017186605,0.12171386],"genre_scores_gemma":[0.72241914,0.00009724,0.0031219851,0.016949637,0.0034194363,0.0003866916,0.0016985049,0.00034856235,0.25155878],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99477786,0.00018898216,0.0011776703,0.0012333562,0.001763578,0.000858529],"domain_scores_gemma":[0.99579185,0.00016170387,0.0010045884,0.001590339,0.001361416,0.000090126814],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00093205884,0.0009553922,0.00086552365,0.0011173266,0.0016185348,0.0011552809,0.00209778,0.00057243794,0.1162328],"category_scores_gemma":[0.0005519541,0.0008636833,0.00051722996,0.0071430965,0.00009875157,0.0010507295,0.008047628,0.0019993505,0.0010085916],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015280246,0.0009157531,0.008009433,0.00030308464,0.009222048,0.000036378195,0.0023114313,0.70087165,0.0052019134,0.18743473,0.08503422,0.0005065751],"study_design_scores_gemma":[0.0012508833,0.0000208941,0.00050361606,0.000041988966,0.0075584,0.0000022811626,0.010989367,0.03336632,0.001091284,0.00052311254,0.9432992,0.0013526799],"about_ca_topic_score_codex":0.0023163743,"about_ca_topic_score_gemma":0.00006807156,"teacher_disagreement_score":0.858265,"about_ca_system_score_codex":0.0006268699,"about_ca_system_score_gemma":0.00021295418,"threshold_uncertainty_score":0.9999751},"labels":[],"label_agreement":null},{"id":"W4289782009","doi":"10.1016/j.techfore.2022.121895","title":"Brokerage dynamics in technology transfer networks: A multi-case study","year":2022,"lang":"en","type":"article","venue":"Technological Forecasting and Social Change","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Computer science; Knowledge transfer; Mediation; Dynamics (music); Knowledge management; Maturity (psychological); Business; Industrial organization; Sociology; Political science; Social science","score_opus":0.10062031425755025,"score_gpt":0.2513992829726332,"score_spread":0.15077896871508295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289782009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940288,0.000021706335,0.0025529526,0.0016679829,0.00007342713,0.00063012395,0.000009116061,0.00053029926,0.00048561016],"genre_scores_gemma":[0.9990183,0.0000012150983,0.000081520535,0.00050586247,0.00013290484,0.00014880313,0.000014371865,0.000018787778,0.00007820695],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988113,0.000022414972,0.00023395366,0.00035882957,0.00021583975,0.00035768066],"domain_scores_gemma":[0.99973,0.000025017429,0.00008651194,0.000111291316,0.000040596922,0.000006601888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048541214,0.00017816006,0.00024209075,0.00056810287,0.00087077543,0.0000647774,0.00024387018,0.00032739915,0.000070854025],"category_scores_gemma":[0.000042366253,0.00018749827,0.000037250644,0.0018312341,0.00014086391,0.0002844523,0.00067934976,0.0011329748,0.0000019400204],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012263664,0.002582163,0.51792884,0.00008505463,0.00007664719,0.008425321,0.0023966122,0.00044232982,0.000020036161,0.3226613,0.00010189618,0.14515717],"study_design_scores_gemma":[0.004535238,0.00026693073,0.0037204453,0.000026161344,0.00009129795,0.00030807513,0.18275115,0.79760575,0.000001670538,0.0059678014,0.0037927486,0.0009327642],"about_ca_topic_score_codex":0.00043516938,"about_ca_topic_score_gemma":0.0008203194,"teacher_disagreement_score":0.79716337,"about_ca_system_score_codex":0.00026399072,"about_ca_system_score_gemma":0.0000047362814,"threshold_uncertainty_score":0.76459575},"labels":[],"label_agreement":null},{"id":"W4291163510","doi":"10.1016/j.heliyon.2022.e10168","title":"The triple helix in developed countries: when knowledge meets innovation?","year":2022,"lang":"en","type":"article","venue":"Heliyon","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Narodowym Centrum Nauki","keywords":"Triple helix; Inefficiency; Data envelopment analysis; Milestone; Government (linguistics); Order (exchange); Index (typography); Helix (gastropod); Value (mathematics); Sample (material); Economics; Econometrics; Mathematics; Statistics; Computer science; Geography; Physics; Finance; Microeconomics; Cartography","score_opus":0.032397098371895756,"score_gpt":0.2431544244524093,"score_spread":0.21075732608051356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291163510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82288605,0.00054634776,0.000721742,0.025065253,0.0018612905,0.0010123376,0.000024285902,0.0002606767,0.14762202],"genre_scores_gemma":[0.9688148,0.000041978088,0.00011881762,0.006459334,0.00046363508,0.00008391537,0.000080794285,0.00003734331,0.02389942],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855524,0.000028746292,0.00038192017,0.00024922786,0.0004919415,0.0002929271],"domain_scores_gemma":[0.99912155,0.00006492456,0.0002596071,0.00024950787,0.00029867838,0.0000057365273],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009755119,0.00014434948,0.00013351352,0.00046416657,0.00088837254,0.0002186373,0.00045793582,0.000074971074,0.0011451127],"category_scores_gemma":[0.00012773929,0.00013684048,0.000024506224,0.0025633639,0.000042808933,0.0007941061,0.0005609161,0.00043116973,0.00024948624],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023288392,0.00026663445,0.05423449,0.00023211715,0.000052764663,0.00002609614,0.00095554476,0.0005638775,0.00045792988,0.8386026,0.099966496,0.004408556],"study_design_scores_gemma":[0.000850983,0.000007068422,0.00432249,0.000030546005,0.000008237044,8.92445e-7,0.0012889275,0.00093559193,0.000057716443,0.0017682172,0.9905427,0.0001865941],"about_ca_topic_score_codex":0.0000742513,"about_ca_topic_score_gemma":0.00023282993,"teacher_disagreement_score":0.89057624,"about_ca_system_score_codex":0.00039328187,"about_ca_system_score_gemma":0.00012761747,"threshold_uncertainty_score":0.99976796},"labels":[],"label_agreement":null},{"id":"W4294168581","doi":"10.18280/ijsdp.170526","title":"Development of Kapiten Coffe as a Media to Branding an Agropolitan City: Case Study in Pasuruan, Indonesia","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Commercialization; Ranking (information retrieval); Marketing; Business; Quality (philosophy); Wine tasting; Computer science; Artificial intelligence","score_opus":0.03817417267644732,"score_gpt":0.27329594357902726,"score_spread":0.23512177090257994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294168581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979739,0.000015728481,0.000570297,0.00023819691,0.000265276,0.00024123391,0.0000012848324,0.0000109371,0.00068310334],"genre_scores_gemma":[0.99762946,3.3841678e-7,0.0016565921,0.00037562023,0.00016138362,0.000008713128,0.000014506175,0.000013422625,0.00013994174],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99780303,0.000034721008,0.00071081053,0.00018446987,0.0010144842,0.00025245626],"domain_scores_gemma":[0.9985796,0.00006632692,0.0005748854,0.00006462089,0.0006726944,0.00004184657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019160325,0.00015510058,0.00024105374,0.0017786855,0.00032629387,0.00017220541,0.00038295664,0.000046797133,0.000117854644],"category_scores_gemma":[0.00011786846,0.00016709747,0.00002352517,0.00068304216,0.000015969095,0.0012529447,0.0005458369,0.00037457075,0.000001138388],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068159774,0.0005878208,0.8823798,0.000051674262,0.00027774423,0.03443456,0.06783872,0.0024841072,0.00011631833,0.0052403775,0.00025128858,0.005655997],"study_design_scores_gemma":[0.0025420997,0.0000622535,0.11146598,0.00010276778,0.00002690454,0.00040512264,0.8711947,0.00029765366,0.00012428322,0.00037399496,0.0130756525,0.00032855466],"about_ca_topic_score_codex":0.00030517508,"about_ca_topic_score_gemma":0.00006632672,"teacher_disagreement_score":0.803356,"about_ca_system_score_codex":0.0006825354,"about_ca_system_score_gemma":0.00033456393,"threshold_uncertainty_score":0.6814037},"labels":[],"label_agreement":null},{"id":"W4298109526","doi":"10.51952/9781447306474.ch008","title":"Regional centres of expertise as mobilising mechanisms for education for sustainable development","year":2014,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainable development; Regional science; Economic growth; Environmental planning; Business; Political science; Geography; Economics","score_opus":0.044741862221797,"score_gpt":0.2589714004896127,"score_spread":0.2142295382678157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298109526","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00037887788,0.00004436175,0.04046719,0.0003290633,0.00018338877,0.002472962,0.000017813969,0.00009163601,0.9560147],"genre_scores_gemma":[0.013055713,0.0000022952174,0.0028484836,0.0021293813,0.001460661,0.00020417407,0.00019138436,0.00010216564,0.98000574],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984271,0.000003676335,0.00043740496,0.00038964426,0.00037897757,0.0003632117],"domain_scores_gemma":[0.9979445,0.000056628756,0.0007939001,0.00030360775,0.00087751565,0.000023874441],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020108877,0.00032454313,0.00033024192,0.00051331904,0.00024827887,0.00014577294,0.00033996036,0.00038181388,0.00003789575],"category_scores_gemma":[0.00009177379,0.00036508185,0.00013487307,0.000021280888,0.000054547072,0.00028503235,0.00023374941,0.00014792806,0.000005037422],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000099328856,0.000027979115,0.0000013913843,0.00084040186,0.00007196962,4.6410582e-7,0.00018512322,0.000028490207,0.00009903069,0.97706956,0.014120979,0.007455299],"study_design_scores_gemma":[0.00052066287,0.000013780862,0.000002049158,0.00022406636,0.00007700503,5.778453e-7,0.00019132457,0.0003169729,0.0014530582,0.16540429,0.83147395,0.00032230176],"about_ca_topic_score_codex":0.00097143813,"about_ca_topic_score_gemma":0.000015219674,"teacher_disagreement_score":0.81735295,"about_ca_system_score_codex":0.00038125314,"about_ca_system_score_gemma":0.00049756985,"threshold_uncertainty_score":0.99988014},"labels":[],"label_agreement":null},{"id":"W4308259557","doi":"10.19173/irrodl.v23i4.6472","title":"Book Review: The Distributed University for Sustainable Higher Education","year":2022,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Distance education; Computer science; Higher education; Educational technology; Sociology; Pedagogy; Mathematics education; Political science; Psychology","score_opus":0.051240338406864955,"score_gpt":0.3489508164072516,"score_spread":0.29771047800038664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308259557","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0039749844,0.21342072,0.000827247,0.6954036,0.00037618077,0.007590417,0.00031178925,0.00005231075,0.0780428],"genre_scores_gemma":[0.4472861,0.15992978,0.00007528945,0.12984574,0.0009053132,0.0007082388,0.009428935,0.00007129753,0.2517493],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985319,0.00018067533,0.00022519645,0.00019153852,0.0006630045,0.0002077186],"domain_scores_gemma":[0.99841017,0.00031290826,0.00027238976,0.00019425908,0.0007988534,0.000011396996],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0043932498,0.00007939206,0.00015789596,0.00012387605,0.0007720386,0.0001575375,0.00131286,0.000024413483,0.0020837935],"category_scores_gemma":[0.00074469467,0.000060074497,0.000046560996,0.0011715796,0.00009481933,0.000793637,0.0019116902,0.0006670168,0.000005471682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007479396,0.00008231462,0.0018090369,0.001833518,0.000022667457,0.0000038397566,0.000005655234,0.00015355635,0.0000023529476,0.16637285,0.8287096,0.0009298176],"study_design_scores_gemma":[0.0003345741,0.000012677969,0.001096001,0.0016457211,0.000021981385,0.0000013468717,0.0021134329,0.00058015616,0.0000010046443,0.0012010921,0.9929259,0.00006614624],"about_ca_topic_score_codex":0.000628903,"about_ca_topic_score_gemma":0.0000025661868,"teacher_disagreement_score":0.56555784,"about_ca_system_score_codex":0.00039328766,"about_ca_system_score_gemma":0.00018912964,"threshold_uncertainty_score":0.9988284},"labels":[],"label_agreement":null},{"id":"W4313656449","doi":"10.7769/gesec.v14i1.1503","title":"Atividades empreendedoras em universidades: estudo de casos múltiplos em universidades paranaenses","year":2023,"lang":"pt","type":"article","venue":"Revista de Gestão e Secretariado (Management and Administrative Professional Review)","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cascades (Canada)","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.0511067129021606,"score_gpt":0.3046363993303778,"score_spread":0.25352968642821716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313656449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8631765,0.047457185,0.0034230247,0.025740577,0.0013419172,0.012518366,0.00082309206,0.0014862672,0.04403304],"genre_scores_gemma":[0.85529536,0.037479836,0.00083215866,0.0057757585,0.0007478492,0.00010405645,0.0010850818,0.00019573656,0.098484136],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934883,0.0005796606,0.0012365605,0.0015968008,0.0015819294,0.0015167618],"domain_scores_gemma":[0.9963063,0.0004714959,0.001548576,0.0008530019,0.000536494,0.00028414934],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022934165,0.001272309,0.0014212073,0.0009065148,0.0016821322,0.0009968268,0.0012004798,0.0006509722,0.0019878135],"category_scores_gemma":[0.00032445716,0.0012974215,0.0005448825,0.0033388054,0.00039032273,0.0022106464,0.0016925957,0.0016036871,0.00054394896],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012014091,0.0015545017,0.08640374,0.05236713,0.005528722,0.0051382235,0.0048836265,0.00013196234,0.00026664574,0.49442583,0.32453892,0.023559283],"study_design_scores_gemma":[0.0047915215,0.0003825825,0.089982994,0.041118313,0.00648553,0.000052822343,0.11005456,0.0038294946,0.000050883522,0.0032993625,0.73616886,0.0037830404],"about_ca_topic_score_codex":0.00006634133,"about_ca_topic_score_gemma":0.000064664564,"teacher_disagreement_score":0.49112648,"about_ca_system_score_codex":0.000725721,"about_ca_system_score_gemma":0.0005768766,"threshold_uncertainty_score":0.9996175},"labels":[],"label_agreement":null},{"id":"W4315853028","doi":"10.3917/jie.040.0001","title":"“Do-It-Together” and Innovation: Transforming European Industry","year":2023,"lang":"en","type":"article","venue":"Journal of Innovation Economics & Management","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Horizon 2020 Framework Programme; European Commission","keywords":"Business; Industrial organization","score_opus":0.04146106429964686,"score_gpt":0.23938125263965324,"score_spread":0.19792018834000638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315853028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9011456,0.0000046114887,0.0031886518,0.009055883,0.0005413321,0.00022876047,0.0000035933424,0.000064852975,0.08576674],"genre_scores_gemma":[0.98901707,0.000047186553,0.0007312416,0.0067864545,0.00095343235,0.000002762801,0.0000347889,0.000045939138,0.0023811243],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99789405,0.000015582702,0.0013078204,0.00024031362,0.00028417906,0.00025803485],"domain_scores_gemma":[0.9975115,0.00002247273,0.0015398707,0.00020567067,0.0007069222,0.000013551848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025367031,0.00021178422,0.00024440896,0.0035089704,0.00021485877,0.00042588505,0.00034989166,0.00017128009,0.00017156941],"category_scores_gemma":[0.00006612537,0.00023388473,0.000042179723,0.005439138,0.000050225375,0.0026221653,0.000228483,0.0006631172,0.00008929686],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000677812,0.00008416871,0.01631045,0.00015276618,0.00028071133,0.00006365708,0.00017187659,0.003962777,0.00032262414,0.88510174,0.02720578,0.06627569],"study_design_scores_gemma":[0.0034265134,0.000046059955,0.04475114,0.0002519389,0.00014671647,0.000025541152,0.0064591086,0.0041358382,0.0001680131,0.021341763,0.9185558,0.000691601],"about_ca_topic_score_codex":0.000003834804,"about_ca_topic_score_gemma":0.0000014840793,"teacher_disagreement_score":0.89135,"about_ca_system_score_codex":0.00018090989,"about_ca_system_score_gemma":0.00003476114,"threshold_uncertainty_score":0.9537542},"labels":[],"label_agreement":null},{"id":"W4323066058","doi":"","title":"Plateformisation des métiers de la communication: Formation, collaboration, organisation, résistances","year":2023,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université de Sherbrooke","funders":"","keywords":"Computer science","score_opus":0.019649274398130957,"score_gpt":0.22375651582391376,"score_spread":0.2041072414257828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323066058","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29090115,0.0011171913,0.4368903,0.08765805,0.00073052285,0.0017043703,0.00020822133,0.001248565,0.17954162],"genre_scores_gemma":[0.8997829,0.0015987443,0.045982156,0.0008640312,0.00018538289,0.00013946868,0.0037744874,0.00017402483,0.047498826],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99263287,0.003386951,0.00131548,0.00089422986,0.0010942016,0.00067628414],"domain_scores_gemma":[0.98528445,0.0017728426,0.0022068224,0.0021105984,0.008505722,0.00011954059],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.011871547,0.0006522573,0.0005319089,0.00065654726,0.0025404028,0.0028762901,0.0019382001,0.0010755855,0.00091188896],"category_scores_gemma":[0.0034728318,0.0008260075,0.00020137084,0.0026705468,0.0010655717,0.0042564776,0.0014944535,0.0013414387,0.0004890809],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004320555,0.00055246515,0.037749764,0.00086091633,0.0002317779,0.0000069520006,0.020335058,0.003275654,0.0008667809,0.9049825,0.025910128,0.005184815],"study_design_scores_gemma":[0.00361133,0.0000014811403,0.05619468,0.0065686023,0.000649953,0.000030135287,0.020964736,0.14687568,0.0135790855,0.2989098,0.44997337,0.0026411312],"about_ca_topic_score_codex":0.0027679538,"about_ca_topic_score_gemma":0.0042363834,"teacher_disagreement_score":0.6088817,"about_ca_system_score_codex":0.0017415652,"about_ca_system_score_gemma":0.00075466785,"threshold_uncertainty_score":0.9994191},"labels":[],"label_agreement":null},{"id":"W4366974045","doi":"10.5281/zenodo.7863539","title":"Dimmons Research Group Strategic Planning 2018-2023","year":2018,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Polytechnique Montréal; McGill University; Brown University","keywords":"Group (periodic table); Strategic planning; Business; Process management; Marketing; Chemistry","score_opus":0.17259585535958852,"score_gpt":0.2996957553464802,"score_spread":0.12709989998689167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366974045","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009977797,0.00007429864,0.00066713744,0.0011940884,0.0007640342,0.0008132255,0.0002681261,0.0010777416,0.98516357],"genre_scores_gemma":[0.7921448,0.0004622416,0.00043562916,0.0023174891,0.018516287,7.041485e-7,0.039897244,0.01302757,0.13319808],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940742,0.00020752588,0.0005914792,0.0010672805,0.0030824519,0.0009770443],"domain_scores_gemma":[0.9939437,0.000049922495,0.0005971028,0.0010061462,0.0043172617,0.00008588069],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0046354085,0.00041218652,0.0003892379,0.0017425591,0.005040781,0.003812421,0.0024002935,0.0005600774,0.03248847],"category_scores_gemma":[0.0011051004,0.00046893797,0.00012061315,0.0027874918,0.0004523082,0.0013819721,0.004553052,0.002309782,0.027406672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060009006,0.00014861775,0.00003003349,0.0002634345,0.00010894111,0.00008027441,0.000082427825,0.000034897126,0.00035396678,0.011882099,0.98352623,0.003429086],"study_design_scores_gemma":[0.00041974522,0.00008692352,0.0003626267,0.0002723856,0.00004868126,0.0000379682,0.0009922605,0.00052711926,0.000008946121,0.0010625283,0.9957146,0.00046619255],"about_ca_topic_score_codex":0.00041467423,"about_ca_topic_score_gemma":0.00000337927,"teacher_disagreement_score":0.8519655,"about_ca_system_score_codex":0.0012261083,"about_ca_system_score_gemma":0.00004702996,"threshold_uncertainty_score":0.99999195},"labels":[],"label_agreement":null},{"id":"W4367158656","doi":"10.1021/cen-09939-feature4","title":"A greener route to ethylene","year":2021,"lang":"en","type":"article","venue":"C&EN Global Enterprise","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Petrochemical; Naphtha; Waste management; Natural gas; Ethylene; Tonne; Chemical industry; Greenhouse gas; Environmental science; Renewable energy; Carbon fibers; Carbon dioxide; Chemistry; Catalysis; Materials science; Engineering; Organic chemistry; Environmental engineering","score_opus":0.013998929829372384,"score_gpt":0.23014250892246751,"score_spread":0.21614357909309512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367158656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81504774,0.00002521113,0.010376095,0.0076463586,0.00068958907,0.00017976895,0.000043373413,0.00018273857,0.16580911],"genre_scores_gemma":[0.9746907,0.0000025670972,0.0009547331,0.018055255,0.000692108,0.0000050287354,0.000053774078,0.00001739881,0.005528455],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987072,0.00001060203,0.00020167383,0.00036728295,0.00041268478,0.00030059466],"domain_scores_gemma":[0.9992783,0.00001064771,0.0000987622,0.00034519922,0.0002334504,0.000033663015],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001297134,0.00017622273,0.00016500072,0.00008025878,0.00010677094,0.00023806478,0.00032276326,0.00014718968,0.00086247246],"category_scores_gemma":[0.00010048263,0.00019556041,0.00008144102,0.0009933538,0.000017727834,0.0008097459,0.00065724313,0.0001821336,0.0010664442],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027986942,0.00068529,0.50132275,0.00014909604,0.00026693073,0.00095582986,0.00020786657,0.002319382,0.0033267313,0.21984859,0.24228616,0.028351484],"study_design_scores_gemma":[0.0012685715,0.000012733029,0.047472283,0.00011071183,0.00009100192,0.000010948857,0.0005090491,0.0021220108,0.00037220877,0.0024818936,0.94500214,0.0005464231],"about_ca_topic_score_codex":0.0002970337,"about_ca_topic_score_gemma":0.000119078126,"teacher_disagreement_score":0.702716,"about_ca_system_score_codex":0.00030252585,"about_ca_system_score_gemma":0.00004722494,"threshold_uncertainty_score":0.99971133},"labels":[],"label_agreement":null},{"id":"W4376863664","doi":"10.1007/978-3-031-32302-7","title":"E-Business. Digital Empowerment for an Intelligent Future","year":2023,"lang":"en","type":"book","venue":"Lecture notes in business information processing","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Focus (optics); Empowerment; The Internet; Business; Computer science; World Wide Web; Political science","score_opus":0.02226043867918262,"score_gpt":0.23773882913190003,"score_spread":0.2154783904527174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376863664","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017753752,0.00016211449,0.8662352,0.0067540305,0.0046629827,0.0035343922,0.00029194762,0.0015470282,0.11503694],"genre_scores_gemma":[0.5974588,0.0004074755,0.01317184,0.0641322,0.06549839,0.0013530552,0.13133731,0.0025212895,0.12411964],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967577,0.000005483844,0.0011324754,0.0005287393,0.00097571185,0.0005999109],"domain_scores_gemma":[0.99557376,0.00007433042,0.001508722,0.00045012793,0.0023629058,0.00003016444],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00039580942,0.00075832347,0.0006080554,0.001838113,0.00043045543,0.0025517307,0.0007233719,0.0012635665,0.00010666522],"category_scores_gemma":[0.00047676018,0.00077063194,0.00011076568,0.0027382362,0.000099354686,0.015293427,0.0003523778,0.00089233665,0.00020880664],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005432021,0.0002767803,0.0012607726,0.011658976,0.00013343128,0.000020575897,0.0013317172,0.08303517,0.000013789543,0.02015874,0.023161205,0.85840565],"study_design_scores_gemma":[0.0014444706,0.000021553242,0.0011831438,0.0017262398,0.00013697083,0.0000058390597,0.0003499435,0.031616684,0.000021765492,0.037027992,0.9247993,0.0016660888],"about_ca_topic_score_codex":0.00002393445,"about_ca_topic_score_gemma":0.000061770166,"teacher_disagreement_score":0.9016381,"about_ca_system_score_codex":0.00082304387,"about_ca_system_score_gemma":0.00063682557,"threshold_uncertainty_score":0.99947447},"labels":[],"label_agreement":null},{"id":"W4378836521","doi":"10.18280/ijsdp.180516","title":"Digital Divide of Regions: Possible Growth Points for Their Digital Maturity","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Maturity (psychological); Digital divide; Environmental science; Business; Economic geography; Computer science; Geography; Political science; World Wide Web; The Internet","score_opus":0.024943452655508045,"score_gpt":0.23394973410885517,"score_spread":0.20900628145334713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378836521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867745,0.000024568875,0.0057212585,0.0015103866,0.00025428672,0.00012640745,0.000015395553,0.000028219056,0.0055449447],"genre_scores_gemma":[0.99642646,0.000004452254,0.00033743895,0.00018888361,0.00035137398,0.0000019711663,0.000079981146,0.000011880876,0.002597584],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988697,0.000002536591,0.00038665163,0.00011223144,0.00042724315,0.00020161747],"domain_scores_gemma":[0.9980234,0.00010632148,0.0005202703,0.0000429829,0.0012889771,0.0000180688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039578337,0.000117483105,0.00015846753,0.0007265027,0.00012661944,0.00051380217,0.00029390334,0.000072343,0.000011884473],"category_scores_gemma":[0.00035878833,0.00010724691,0.00005592536,0.0003752358,0.000031419695,0.0033368734,0.00023729862,0.00015756501,0.0000037815669],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014972894,0.00034128377,0.67583597,0.00078261935,0.0013471773,0.0017043678,0.0049435133,0.0009924476,0.0001392212,0.23276556,0.057075586,0.022574978],"study_design_scores_gemma":[0.006726329,0.00010577137,0.16300666,0.0015494068,0.000092493465,0.0001270014,0.12571059,0.0032103993,0.0019601714,0.17688066,0.5194613,0.0011692627],"about_ca_topic_score_codex":0.0000044165627,"about_ca_topic_score_gemma":1.987409e-7,"teacher_disagreement_score":0.5128293,"about_ca_system_score_codex":0.00010031252,"about_ca_system_score_gemma":0.00009626449,"threshold_uncertainty_score":0.49546063},"labels":[],"label_agreement":null},{"id":"W4380521273","doi":"10.6000/1929-4409.2020.09.46","title":"The Development of University Technology and Innovation Incubators to Respond to the Needs of the Modern Economy","year":2022,"lang":"en","type":"article","venue":"International Journal of Criminology and Sociology","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"General partnership; Government (linguistics); Economic growth; Sustainable development; Business; Higher education; Plan (archaeology); Political science; Economics","score_opus":0.03954306203144315,"score_gpt":0.2466662902041436,"score_spread":0.20712322817270046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380521273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95874816,0.000016514326,0.0019072483,0.03819581,0.00030568213,0.00007972092,0.0000027912315,0.0000028637237,0.00074118545],"genre_scores_gemma":[0.9978185,0.0000022368195,0.00012956728,0.0017230974,0.000053367807,9.72109e-7,0.000001000582,0.000002754192,0.00026849547],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99938536,0.000050732247,0.000286604,0.00006327085,0.00013181602,0.00008223958],"domain_scores_gemma":[0.9988249,0.00012268101,0.0005018281,0.000078562734,0.00046732256,0.000004730027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007196229,0.00005620959,0.00011113509,0.0008232697,0.0003289717,0.000009640045,0.0005656506,0.000082415325,0.000020823265],"category_scores_gemma":[0.00014984471,0.00003843934,0.000020624353,0.00025763738,0.00025617733,0.0001371982,0.0007486146,0.00031163756,5.786363e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035786058,0.00002816606,0.020552423,0.0000041057415,0.0001520628,0.000002043977,0.003446015,0.0004788233,0.0011463684,0.9644499,0.0006557309,0.008726528],"study_design_scores_gemma":[0.0017826298,0.00019015123,0.09306276,0.000025915473,0.00010315943,0.000074932825,0.036148172,0.0006108115,0.0012357365,0.32252064,0.5440183,0.00022674109],"about_ca_topic_score_codex":0.000006811256,"about_ca_topic_score_gemma":0.000003924108,"teacher_disagreement_score":0.6419292,"about_ca_system_score_codex":0.00009323267,"about_ca_system_score_gemma":0.000098596276,"threshold_uncertainty_score":0.25302178},"labels":[],"label_agreement":null},{"id":"W4382893150","doi":"10.20944/preprints202306.2152.v1","title":"Artificial Intelligence for the design of bottom up/Top down of &#x0D;Organizations, funding for sustainable Research and Start-Up developments","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Universidad de Córdoba; Consejo Nacional de Investigaciones Científicas y Técnicas; Universidad Nacional de Córdoba; Université Laval","keywords":"Context (archaeology); Sustainability; Multiculturalism; Process (computing); Diversity (politics); Top-down and bottom-up design; Critical thinking; Knowledge management; Scale (ratio); Value (mathematics); Sustainable development; Management science; Computer science; Political science; Sociology; Engineering; Geography; Pedagogy","score_opus":0.38388144528434176,"score_gpt":0.3811174976135935,"score_spread":0.002763947670748279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382893150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6211197,0.000022470838,0.3708706,0.0015415474,0.0006644933,0.005014187,0.00003998721,0.00011603527,0.00061102107],"genre_scores_gemma":[0.9904554,0.00003283327,0.0015525479,0.000054899476,0.00022909966,0.00019912446,0.00008898938,0.00005825918,0.0073288805],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99743056,0.00004262886,0.0007263315,0.00065694517,0.000648784,0.00049477007],"domain_scores_gemma":[0.99478,0.00077462435,0.0006762052,0.0006125476,0.003136717,0.000019874607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045566205,0.00023935329,0.0003387777,0.0006539038,0.0005626315,0.00014946499,0.00088737166,0.00033953442,0.00014437771],"category_scores_gemma":[0.002768034,0.00023689998,0.00006152742,0.001341563,0.00019360842,0.0005174549,0.003101096,0.0006313219,0.00003615728],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012005551,0.00044609627,0.30195263,0.0070319315,0.00095924357,0.0000061416454,0.0032582232,0.033434592,0.0103845475,0.6342965,0.0038632376,0.0031663242],"study_design_scores_gemma":[0.001244659,0.00008478525,0.057582024,0.0012284532,0.00059716165,0.0000011290507,0.044977877,0.11052247,0.16437866,0.5972505,0.020451678,0.0016805739],"about_ca_topic_score_codex":0.000425497,"about_ca_topic_score_gemma":0.000010978606,"teacher_disagreement_score":0.36933568,"about_ca_system_score_codex":0.0002455153,"about_ca_system_score_gemma":0.00036888575,"threshold_uncertainty_score":0.9660501},"labels":[],"label_agreement":null},{"id":"W4383218008","doi":"10.21203/rs.3.rs-3124186/v1","title":"Remote learning during COVID-19 and transformative learning theory: tendency towards Quadruple Helix Model for future post-secondary education in Indigenous contexts","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University College of the North","funders":"University of Manitoba","keywords":"Transformative learning; Indigenous; Coronavirus disease 2019 (COVID-19); Sociology; Mathematics education; Pedagogy; Psychology; Ecology; Medicine; Biology","score_opus":0.051255007382391776,"score_gpt":0.349478466880046,"score_spread":0.2982234594976543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383218008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9650843,0.0004470185,0.02102115,0.005551381,0.00030775592,0.0036970305,0.0001396266,0.0003647871,0.003386917],"genre_scores_gemma":[0.98552173,0.0003780382,0.00032699312,0.00037726443,0.0008300028,0.00012948012,0.0010607574,0.000117613214,0.011258142],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9964777,0.00024822797,0.0005197112,0.0008441509,0.0010817075,0.0008284616],"domain_scores_gemma":[0.99782896,0.0002628424,0.00038826748,0.00032936546,0.0011048608,0.00008568342],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0039002863,0.0004009694,0.0004567946,0.002079817,0.001415191,0.0006058941,0.00054607785,0.00077813916,0.00012120122],"category_scores_gemma":[0.001353649,0.00044443223,0.00013460068,0.0009684056,0.00012129871,0.0013457472,0.00096860866,0.004806097,0.0000310915],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004489667,0.0008488294,0.060751818,0.06480973,0.0006357107,0.0001669813,0.14807501,0.34456438,0.0009796157,0.060463697,0.0018874395,0.31232712],"study_design_scores_gemma":[0.006789866,0.00025845697,0.062223807,0.003642027,0.00015309494,0.0000128563715,0.26031992,0.51622343,0.000106058615,0.120263465,0.02738629,0.0026207664],"about_ca_topic_score_codex":0.0028369972,"about_ca_topic_score_gemma":0.0008151408,"teacher_disagreement_score":0.30970636,"about_ca_system_score_codex":0.0011519047,"about_ca_system_score_gemma":0.0028039203,"threshold_uncertainty_score":0.99988484},"labels":[],"label_agreement":null},{"id":"W4385197186","doi":"10.5465/amproc.2023.18853abstract","title":"The Emergence of Innovation Intermediaries","year":2023,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Intermediary; Business; Function (biology); Industrial organization; Order (exchange); Bridge (graph theory); Marketing; Cell biology; Biology","score_opus":0.03476275157053395,"score_gpt":0.2538227320151931,"score_spread":0.21905998044465919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385197186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8890674,0.000011859002,0.00038049553,0.012466671,0.0002409786,0.0005097532,0.0000024962105,0.00020878908,0.097111575],"genre_scores_gemma":[0.9949174,0.00006985654,0.00011178259,0.00080454064,0.00017727747,0.000015125015,0.000007428872,0.000015275822,0.0038813483],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984276,0.000001662348,0.0005271988,0.00020772789,0.00060073426,0.0002350283],"domain_scores_gemma":[0.99890065,0.0000269492,0.00072880165,0.0000702241,0.00026842934,0.0000049194614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009136403,0.00012796975,0.0001385539,0.0006307777,0.00019350718,0.00007183806,0.0006114828,0.00011241517,0.000078939345],"category_scores_gemma":[0.00013681989,0.000110987625,0.000034059052,0.0044390964,0.00021417989,0.0014181222,0.0006195787,0.00023466424,0.00005885581],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026442614,0.000016845643,0.011027009,0.00029204728,0.000059863378,3.1901664e-7,0.00006211173,0.000018917766,0.0009626556,0.87314045,0.10799705,0.006396277],"study_design_scores_gemma":[0.0011186902,0.000026210813,0.115112625,0.00031954385,0.00018631092,4.5906452e-7,0.012571434,0.0063570896,0.0062093576,0.09839935,0.75918204,0.00051687396],"about_ca_topic_score_codex":0.0000065637123,"about_ca_topic_score_gemma":2.6041792e-7,"teacher_disagreement_score":0.7747411,"about_ca_system_score_codex":0.000018043515,"about_ca_system_score_gemma":0.000004496442,"threshold_uncertainty_score":0.4525944},"labels":[],"label_agreement":null},{"id":"W4385243905","doi":"10.1007/978-981-99-3243-6_19","title":"Society 5.0 A Vision for a Privacy and AI-Infused Human-Centric Society Driving a New Era of Innovation and Value Creation","year":2023,"lang":"en","type":"book-chapter","venue":"Lecture notes in networks and systems","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"IBM (Canada)","funders":"","keywords":"Digitization; Cyberspace; Government (linguistics); Value (mathematics); Business; Open society; Information society; Political science; Digital society; Engineering; Internet privacy; Telecommunications; Computer science; The Internet; World Wide Web; Law; Politics","score_opus":0.024690368817844466,"score_gpt":0.2478510536796554,"score_spread":0.22316068486181093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385243905","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.093765646,0.0015775737,0.8927574,0.0023609393,0.0009035294,0.004149353,0.000029219203,0.00024601177,0.004210305],"genre_scores_gemma":[0.9911337,0.00025696386,0.0005801275,0.000899047,0.00196608,0.000014968872,0.00031766787,0.000097096105,0.0047343676],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99843085,0.000008335224,0.00059131364,0.0004464531,0.0003011527,0.00022188571],"domain_scores_gemma":[0.9985463,0.00020268314,0.0007949346,0.00017066867,0.00027101583,0.000014408929],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005659826,0.00031303152,0.00047520798,0.00020787887,0.00023707765,0.00032291093,0.00009938615,0.0008262802,0.0000060663947],"category_scores_gemma":[0.00006908447,0.00031135563,0.000079253,0.00049955386,0.000063255495,0.00045058707,0.00019964692,0.00063352555,3.3706593e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017135357,0.000092473434,0.04724514,0.0060493946,0.00082850026,0.0000073323667,0.0019510923,0.071532905,0.0010085925,0.79977703,0.0226585,0.04867769],"study_design_scores_gemma":[0.0026056846,0.00006239891,0.0030616815,0.00301953,0.00024376626,0.0000028219467,0.00007930773,0.94245905,0.0000038659196,0.026670838,0.021133704,0.000657331],"about_ca_topic_score_codex":0.00022113057,"about_ca_topic_score_gemma":0.000035066012,"teacher_disagreement_score":0.897368,"about_ca_system_score_codex":0.000101491,"about_ca_system_score_gemma":0.000037433045,"threshold_uncertainty_score":0.99993384},"labels":[],"label_agreement":null},{"id":"W4386255889","doi":"10.18280/ijsdp.180823","title":"Modeling Management Decisions for Sustainable Regional Development: Public Relations Strategies and Security Considerations","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Environmental planning; Business; Environmental security; Environmental resource management; Process management; Management science; Environmental economics; Political science; Environmental science; Economics","score_opus":0.054396986498626516,"score_gpt":0.26500542252622566,"score_spread":0.21060843602759916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386255889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94766676,0.00010235352,0.04277156,0.0029950193,0.0001767076,0.0003456563,0.0000015363753,0.00006616783,0.005874235],"genre_scores_gemma":[0.98899716,0.000019646934,0.0076713758,0.00040705223,0.00025086704,0.000019814455,0.00008142973,0.00001769295,0.0025349606],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9982206,0.000010244515,0.0005758901,0.00021808654,0.0005914055,0.00038377233],"domain_scores_gemma":[0.99721557,0.00017326263,0.00033477682,0.00006577021,0.0021680652,0.00004254533],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010681123,0.00017608634,0.00017815399,0.0015537143,0.00092739763,0.0013609865,0.00021482268,0.00011320586,0.000039628587],"category_scores_gemma":[0.00033250364,0.00018419499,0.000038296665,0.0005220376,0.000041041207,0.0045595635,0.00034015143,0.00025721986,0.0000052878563],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009576269,0.00005876972,0.0041525173,0.00012426851,0.00036789643,0.00096061156,0.003246215,0.019263579,0.000005879343,0.96246845,0.008096482,0.0011595496],"study_design_scores_gemma":[0.0027166908,0.000017262155,0.007743803,0.00032740377,0.00008033558,0.00007373369,0.42232576,0.057614375,0.00001929327,0.17975457,0.3287391,0.00058766163],"about_ca_topic_score_codex":0.000016208485,"about_ca_topic_score_gemma":0.000005927926,"teacher_disagreement_score":0.7827139,"about_ca_system_score_codex":0.0002514514,"about_ca_system_score_gemma":0.00041967872,"threshold_uncertainty_score":0.9996757},"labels":[],"label_agreement":null},{"id":"W4386967483","doi":"10.55908/sdgs.v11i7.1327","title":"An Investigation on Knowledge-Based Entrepreneurship in Higher Education","year":2023,"lang":"en","type":"article","venue":"Journal of Law and Sustainable Development","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Originality; Transformative learning; Entrepreneurship; Scope (computer science); Knowledge transfer; Knowledge management; Value (mathematics); Engineering ethics; Section (typography); Sociology; Political science; Management science; Engineering; Business; Social science; Computer science; Pedagogy; Qualitative research","score_opus":0.039677373950015575,"score_gpt":0.2456534050398835,"score_spread":0.20597603108986792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386967483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815049,0.000011146759,0.000027337206,0.0025253356,0.00020641153,0.00011197898,1.1063267e-7,0.000023103452,0.015589685],"genre_scores_gemma":[0.9922375,0.0000011763137,0.00015349704,0.0024624018,0.00021741705,0.0000033664692,0.000013121224,0.000009426067,0.004902104],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991289,0.000019658492,0.0002776037,0.00012140567,0.0002517519,0.00020073183],"domain_scores_gemma":[0.9992864,0.0000250087,0.00023626433,0.0000764307,0.0003516412,0.000024249066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007134628,0.00009632843,0.00011304801,0.00062059105,0.00014815199,0.00015749197,0.00011468482,0.00007944489,0.00007418836],"category_scores_gemma":[0.00001815925,0.00009321903,0.000016276395,0.00068540045,0.000023194523,0.0010672944,0.0000424984,0.0001852176,0.000015975158],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001369588,0.00042149136,0.14422216,0.00032665805,0.00002181612,0.00011354678,0.0007803797,0.0029894514,0.00021597683,0.842673,0.0045169103,0.0035816662],"study_design_scores_gemma":[0.002396231,0.000084349944,0.47645667,0.00036424803,0.00003432709,0.0000029346259,0.007272701,0.001622058,0.0012460082,0.026167268,0.4838654,0.00048780223],"about_ca_topic_score_codex":0.000045140972,"about_ca_topic_score_gemma":0.000010853547,"teacher_disagreement_score":0.81650573,"about_ca_system_score_codex":0.00028720315,"about_ca_system_score_gemma":0.00034153793,"threshold_uncertainty_score":0.3801362},"labels":[],"label_agreement":null},{"id":"W4387008331","doi":"10.1007/978-981-99-5142-0","title":"Open Innovation in Small Business","year":2023,"lang":"en","type":"book","venue":"Contributions to environmental sciences & innovative business technology","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Open innovation; Sustainability; Business; Focus (optics); Knowledge management; Industrial organization; Process management; Marketing; Computer science; Physics","score_opus":0.031031477178996212,"score_gpt":0.2603473164336708,"score_spread":0.2293158392546746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387008331","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26127008,0.0001246142,0.03426793,0.10772735,0.004089829,0.013267475,0.002729105,0.0024596648,0.57406396],"genre_scores_gemma":[0.42788318,0.000067234076,0.0030448835,0.014420448,0.0017525699,0.0012792906,0.0076635904,0.0004316144,0.5434572],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953598,0.000021383123,0.0013318795,0.0015559144,0.00072830205,0.0010027203],"domain_scores_gemma":[0.9960658,0.00008395165,0.0013744612,0.0007337001,0.0017195612,0.000022507822],"candidate_categories":["metaepi_narrow","bibliometrics","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015581837,0.0007513042,0.00087461754,0.007890554,0.0008796203,0.00067010237,0.0034226337,0.001395118,0.0005047379],"category_scores_gemma":[0.0014560325,0.0008262556,0.000038897007,0.053457316,0.0014351014,0.0023816845,0.0059823557,0.0013273527,0.0016811303],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005777451,0.00031947426,0.01230788,0.00006594376,0.00006525595,0.00007971878,0.000021765833,0.0007173319,0.0024144864,0.9446868,0.030411,0.00885261],"study_design_scores_gemma":[0.0021908123,0.00006182827,0.06064059,0.000764765,0.00007179158,0.000012306873,0.00056922506,0.00044689147,0.00025447938,0.15440167,0.7786124,0.0019732548],"about_ca_topic_score_codex":0.00036863488,"about_ca_topic_score_gemma":0.0003690114,"teacher_disagreement_score":0.7902851,"about_ca_system_score_codex":0.002869098,"about_ca_system_score_gemma":0.00085045584,"threshold_uncertainty_score":0.9999013},"labels":[],"label_agreement":null},{"id":"W4387306708","doi":"10.37380/jisib.v13i2.1081","title":"Putting futures literacy and anticipatory systems at the center of entrepreneurship and economic development programs – A View from the UNESCO Co-chair in Anticipatory Systems for Innovation and New Ventures","year":2023,"lang":"en","type":"article","venue":"Journal of Intelligence Studies in Business","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Futures contract; Entrepreneurship; Design thinking; Center (category theory); Strategic thinking; Economic growth; Political science; Sociology; Management; Business; Economics; Computer science; Strategic planning; Finance","score_opus":0.12178156262513053,"score_gpt":0.3309483129709064,"score_spread":0.20916675034577586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387306708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916487,0.005922749,0.00029062736,0.0008932135,0.00072857074,0.000489084,0.0000045724887,0.0000082428905,0.000014248303],"genre_scores_gemma":[0.9980702,0.0013705901,0.000044474564,0.00012482122,0.00032982405,0.00001253943,0.000007286899,0.0000118766975,0.000028378825],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856925,0.0000370061,0.0008007399,0.00018837082,0.00022003533,0.00018460903],"domain_scores_gemma":[0.9983226,0.00030026765,0.0009089784,0.00010920687,0.0003497565,0.000009169027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001228767,0.00016231812,0.0003498866,0.00033203754,0.00018646226,0.00017392133,0.00017967586,0.00006922098,0.0000019013866],"category_scores_gemma":[0.00021634402,0.00010694564,0.000019794477,0.0007069988,0.00015677595,0.0005948492,0.00025603906,0.0001688886,7.4498075e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014022224,0.000053347234,0.9653781,0.0012143306,0.00018850449,0.000016583896,0.005520675,0.0030675277,0.00009777741,0.003532224,0.0010041618,0.019786531],"study_design_scores_gemma":[0.0022190593,0.00006221597,0.87008184,0.010704974,0.0001945057,0.000038172424,0.06104277,0.013769609,0.00030431693,0.002340128,0.038605418,0.0006370054],"about_ca_topic_score_codex":0.00029734988,"about_ca_topic_score_gemma":0.00012404055,"teacher_disagreement_score":0.095296286,"about_ca_system_score_codex":0.00012600204,"about_ca_system_score_gemma":0.000052034375,"threshold_uncertainty_score":0.43611166},"labels":[],"label_agreement":null},{"id":"W4387625297","doi":"10.1007/978-3-031-40324-8_4","title":"Enhancing the Commercialization of University Research","year":2023,"lang":"en","type":"book-chapter","venue":"Innovation, technology and knowledge management","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Commercialization; Context (archaeology); Business; Political science; Marketing; Geography","score_opus":0.060865540311215716,"score_gpt":0.27319242280113637,"score_spread":0.21232688248992065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387625297","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002340791,0.000052046173,0.0024231027,0.0040060217,0.00033683277,0.00072746136,0.000009244528,0.00031035842,0.98979414],"genre_scores_gemma":[0.19998392,0.00016085246,0.00014406967,0.0003294321,0.00033940782,0.000007987784,0.00013260363,0.00007091774,0.7988308],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984966,0.000017443084,0.00045040782,0.00040187172,0.00038792458,0.0002457725],"domain_scores_gemma":[0.9974779,0.000087172215,0.0004912704,0.00048586572,0.001453094,0.000004683128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017561801,0.00022753568,0.00025671613,0.0051339353,0.00064245093,0.00005952403,0.0006122921,0.0006528792,0.00010385651],"category_scores_gemma":[0.00008963223,0.00022792708,0.000033836666,0.0045004133,0.00054711103,0.00032694067,0.0014966113,0.00086015573,0.00020259862],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019584188,0.000026808255,0.00041073604,0.0002750241,0.00012682054,0.000009127224,0.00003848302,0.0000035053502,0.00003175942,0.9780755,0.0145716835,0.006410957],"study_design_scores_gemma":[0.00034336073,0.00001235807,0.0003988201,0.000282493,0.00009844478,5.6253737e-7,0.0012676897,0.000108375374,0.00006544962,0.21275797,0.7844444,0.0002200603],"about_ca_topic_score_codex":0.000018383556,"about_ca_topic_score_gemma":0.000115973155,"teacher_disagreement_score":0.7698727,"about_ca_system_score_codex":0.00015536419,"about_ca_system_score_gemma":0.00004494327,"threshold_uncertainty_score":0.9294597},"labels":[],"label_agreement":null},{"id":"W4389090322","doi":"10.1108/978-1-83797-012-420231007","title":"Lessons for Innovationists and Aspiring Agents of Innovation","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Business","score_opus":0.10325424879332425,"score_gpt":0.2727760684825019,"score_spread":0.16952181968917768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389090322","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006540913,0.0000035992955,0.008717247,0.0031335843,0.00042692642,0.0008001076,0.00006470933,0.00022326407,0.98008966],"genre_scores_gemma":[0.1065321,0.000009015195,0.00076328404,0.0015825693,0.00064507313,0.000012744643,0.0007451299,0.00011478594,0.88959527],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859184,9.1139015e-7,0.00055830687,0.00032199768,0.00037114663,0.0001557871],"domain_scores_gemma":[0.9977667,0.00003639044,0.00090299884,0.00020429453,0.0010851066,0.000004559604],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034461764,0.00023174222,0.0002668226,0.0010774119,0.00015461308,0.00012868411,0.00016775577,0.00039923075,0.00026267522],"category_scores_gemma":[0.00010365853,0.000265689,0.000037979727,0.00062592066,0.00005895511,0.00068541424,0.0002603992,0.00024903126,0.00004739571],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012514245,0.000009425181,0.0005164736,0.00028649633,0.00006523523,0.0000011978532,0.000006134632,0.000021556363,0.000102202255,0.9832831,0.012321121,0.0033745451],"study_design_scores_gemma":[0.0013751598,0.000023186461,0.004044823,0.0004553867,0.00020230256,7.613567e-7,0.00008740886,0.0037412695,0.00017570103,0.24049287,0.74859065,0.0008104785],"about_ca_topic_score_codex":0.000034852765,"about_ca_topic_score_gemma":0.00001791288,"teacher_disagreement_score":0.7427902,"about_ca_system_score_codex":0.000068959314,"about_ca_system_score_gemma":0.000040068084,"threshold_uncertainty_score":0.99997956},"labels":[],"label_agreement":null},{"id":"W4390851321","doi":"","title":"Renewal for University Community Action within the framework of Territorial Industrial Ecology","year":2023,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Division of Human Resource Development; Université du Québec à Montréal","keywords":"Ecology; Action (physics); Geography; Sociology; Biology","score_opus":0.0610798134921604,"score_gpt":0.24681895064952555,"score_spread":0.18573913715736515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390851321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8718052,0.000008660681,0.079453506,0.02370478,0.004803768,0.0015175452,0.00023502299,0.00042977475,0.01804175],"genre_scores_gemma":[0.9877012,0.000011960642,0.0046065534,0.00016570206,0.00067903317,0.000015386779,0.00069820887,0.000046987716,0.006074972],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9967887,0.0016591253,0.0004552033,0.00040963723,0.0004363189,0.00025103675],"domain_scores_gemma":[0.9928576,0.0022694205,0.0014192174,0.0014659363,0.001962841,0.000025017727],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0064417147,0.0002600435,0.0003432182,0.0003171038,0.0009303353,0.00026048935,0.0017089567,0.0009523689,0.000062864216],"category_scores_gemma":[0.0030834717,0.00027334233,0.00019125087,0.00073973846,0.00028743836,0.0003671749,0.0023657214,0.002107066,0.0000145604545],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038358234,0.000929974,0.022952324,0.0004835027,0.0004054118,0.0000034186187,0.0042845095,0.0019071149,0.0011527516,0.94570917,0.017905237,0.003883018],"study_design_scores_gemma":[0.012679952,0.000008020256,0.03498345,0.0077960156,0.0019021129,0.000005704622,0.019897642,0.10308797,0.025300227,0.49215755,0.29851627,0.0036651113],"about_ca_topic_score_codex":0.008758139,"about_ca_topic_score_gemma":0.005253233,"teacher_disagreement_score":0.45355162,"about_ca_system_score_codex":0.00027595586,"about_ca_system_score_gemma":0.0002677669,"threshold_uncertainty_score":0.99997187},"labels":[],"label_agreement":null},{"id":"W4391442496","doi":"10.1177/19408447241229770","title":"The Renewal of a Concept: Analyzing “Innovation” Through The Five Contexts Framework","year":2024,"lang":"en","type":"article","venue":"International Review of Qualitative Research","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sociology; Epistemology; Knowledge management; Process management; Economic geography; Regional science; Business; Computer science; Geography; Philosophy","score_opus":0.22021146212629664,"score_gpt":0.5025501555122484,"score_spread":0.28233869338595174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391442496","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046413373,0.089751236,0.08883573,0.4449108,0.0026308547,0.003741471,0.00036377631,0.00015070266,0.32320207],"genre_scores_gemma":[0.98919344,0.0029328049,0.00046332672,0.0019662243,0.0006168574,0.00004132722,0.00005828216,0.000020646383,0.004707097],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99682486,0.00031354945,0.00070858054,0.00023133743,0.0017189176,0.0002027344],"domain_scores_gemma":[0.9910878,0.004367336,0.00043648056,0.0002878452,0.0038145727,0.0000059816666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0069589005,0.00011529947,0.00021376541,0.0002614945,0.0002475343,0.00018457197,0.0008626455,0.00007297352,0.0005183162],"category_scores_gemma":[0.0067115608,0.00007096216,0.00011586665,0.002854708,0.0006056925,0.0007900276,0.00034248407,0.00071521825,0.00004465067],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021901953,0.000025369123,0.000058006153,0.00080033153,0.00019524353,0.000002214232,0.002016793,0.000016939746,0.000050096518,0.96227807,0.029156674,0.0053783776],"study_design_scores_gemma":[0.00021896085,0.000031076757,0.00017762305,0.012907975,0.000045503515,0.0000011475233,0.01653187,0.0013072498,0.00027133164,0.44894966,0.51939803,0.00015957796],"about_ca_topic_score_codex":0.0002873513,"about_ca_topic_score_gemma":0.000009186845,"teacher_disagreement_score":0.9427801,"about_ca_system_score_codex":0.00014332053,"about_ca_system_score_gemma":0.00013414062,"threshold_uncertainty_score":0.80348504},"labels":[],"label_agreement":null},{"id":"W4391903970","doi":"10.24251/hicss.2023.609","title":"Introduction to the Minitrack on Geospatial Big Data Analytics","year":2023,"lang":"en","type":"article","venue":"Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Digital transformation; Knowledge management; Transformation (genetics); Computer science; Business; Epistemology; Chemistry; World Wide Web; Philosophy","score_opus":0.11052784900699247,"score_gpt":0.2929218351062267,"score_spread":0.18239398609923424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391903970","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12047493,0.0000027304766,0.00004698746,0.05194518,0.007030792,0.0010317904,0.0007453935,0.00019759541,0.8185246],"genre_scores_gemma":[0.9912996,0.0000075953963,0.000092955335,0.00070365507,0.0035708223,0.000047415037,0.0000225241,0.000031890806,0.004223516],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9902441,0.000028958591,0.0013843696,0.001650398,0.0059476495,0.00074455206],"domain_scores_gemma":[0.9899022,0.00016142194,0.0027068444,0.000564395,0.0065767253,0.000088393645],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.0051799584,0.00063333055,0.0006215317,0.0014259851,0.0015098939,0.0017446701,0.013395813,0.00027008995,0.00013501776],"category_scores_gemma":[0.00037450355,0.00039414898,0.00027329923,0.0045529366,0.0012514312,0.0038554147,0.0031749343,0.0007831024,0.00032580292],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018829442,0.00011931374,0.0044296584,0.00013641543,0.00009938223,7.928875e-7,0.0005619088,0.0008285242,0.00045342112,0.95248574,0.040059265,0.0006372926],"study_design_scores_gemma":[0.0009926724,0.000522773,0.007904833,0.003400329,0.000142263,0.000041888634,0.943484,0.014568452,0.000771592,0.0027826384,0.024375314,0.0010132582],"about_ca_topic_score_codex":0.00047431543,"about_ca_topic_score_gemma":0.000049048296,"teacher_disagreement_score":0.9497031,"about_ca_system_score_codex":0.0004918188,"about_ca_system_score_gemma":0.00034951538,"threshold_uncertainty_score":0.99985105},"labels":[],"label_agreement":null},{"id":"W4392022450","doi":"10.1093/oxfordhb/9780192899798.013.34","title":"Opening Innovation to Address Grand Challenges","year":2024,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Grand Challenges; Business; Computer science; Operating system","score_opus":0.06163578286991287,"score_gpt":0.2232136523792592,"score_spread":0.16157786950934633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392022450","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005225957,0.000046104502,0.00038821762,0.0006086039,0.0004954954,0.0006926325,0.000067685134,0.00035663752,0.996822],"genre_scores_gemma":[0.0056960774,0.000049942842,0.000120792254,0.0006942164,0.0007390591,0.0000015194673,0.00011117772,0.000097269985,0.99248993],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99800074,0.000005360375,0.00030045334,0.0007343682,0.00061643077,0.00034265636],"domain_scores_gemma":[0.99859804,0.000026929642,0.00038781922,0.00048649008,0.00046994915,0.000030788517],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022064049,0.0004855272,0.00040175175,0.0013325915,0.0003049159,0.00033969746,0.00075795554,0.0006733144,0.00016761624],"category_scores_gemma":[0.000013704955,0.00060263026,0.00012144208,0.0001293105,0.000078772704,0.00088930567,0.0013791487,0.0009169815,0.000046806505],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010819881,0.000010203263,0.000004653137,0.00028057786,0.00016400946,0.00014009302,0.00009701698,0.00006389347,0.00003129357,0.9836053,0.010696127,0.0047986],"study_design_scores_gemma":[0.00050232146,0.000016313523,0.000010803291,0.00047729214,0.0002557991,0.0000018736337,0.00016302038,0.00016588302,0.000027217933,0.005644072,0.9921059,0.00062949746],"about_ca_topic_score_codex":0.000071447954,"about_ca_topic_score_gemma":0.00004429344,"teacher_disagreement_score":0.9814098,"about_ca_system_score_codex":0.00029910513,"about_ca_system_score_gemma":0.000048731155,"threshold_uncertainty_score":0.9996425},"labels":[],"label_agreement":null},{"id":"W4392757666","doi":"10.5539/jsd.v17n2p73","title":"Sustainable Business: Practices, Trends, Benefits, Challenges, and Innovative Strategies","year":2024,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Sustainable business; Environmental planning; Environmental resource management; Natural resource economics; Sustainability; Economics; Geography; Ecology; Biology","score_opus":0.03351919798372908,"score_gpt":0.2453327880296478,"score_spread":0.21181359004591874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392757666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7891706,0.020993328,0.0015927446,0.028655032,0.0008402631,0.000653063,0.0000024359365,0.00025742827,0.15783511],"genre_scores_gemma":[0.9719476,0.0007859161,0.0013813867,0.0004915914,0.00083875615,0.000009153049,0.000014995529,0.00005188821,0.024478694],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977271,0.000016703598,0.0006555185,0.00030411655,0.000726502,0.00057005015],"domain_scores_gemma":[0.9950439,0.00006765049,0.0011423071,0.00013981061,0.003573652,0.00003267637],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0014906491,0.00029178913,0.00033989132,0.0018557353,0.00032126185,0.001294167,0.00030426017,0.00019144767,0.00017531164],"category_scores_gemma":[0.00030510532,0.0002653401,0.000038197628,0.0030782341,0.000062424304,0.009992317,0.00039851456,0.000643364,0.000017213875],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001138951,0.00014797958,0.00048057074,0.0018597216,0.00027245263,0.002282382,0.0017632876,0.00032122992,0.000026507643,0.9445169,0.0133949425,0.034820125],"study_design_scores_gemma":[0.0006078341,0.000023439015,0.01816552,0.0002401653,0.00006745788,0.000067244255,0.15520723,0.00013087751,0.000030143592,0.0054465802,0.81967324,0.00034025704],"about_ca_topic_score_codex":0.000114644674,"about_ca_topic_score_gemma":0.000012193192,"teacher_disagreement_score":0.93907034,"about_ca_system_score_codex":0.00067970506,"about_ca_system_score_gemma":0.0011708997,"threshold_uncertainty_score":0.99997985},"labels":[],"label_agreement":null},{"id":"W4393393826","doi":"","title":"La fabrique des innovations techno-créatives : le concept des circulations préférentielles comme nouvel outil de gestion","year":2022,"lang":"fr","type":"dissertation","venue":"theses.fr (ABES)","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Production (economics); Economics; Macroeconomics","score_opus":0.05274374252289281,"score_gpt":0.2665319208665824,"score_spread":0.21378817834368957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393393826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76555586,0.0005764522,0.045806896,0.002634851,0.0006087869,0.0013663219,0.00027818987,0.00058469427,0.18258794],"genre_scores_gemma":[0.9846596,0.00009859724,0.002275429,0.00041013074,0.00029957682,0.00015920014,0.0032131101,0.0001485125,0.0087358365],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9964983,0.0002408046,0.0009001166,0.0007509962,0.0008608122,0.0007489652],"domain_scores_gemma":[0.9964099,0.00046882575,0.001204044,0.00058539363,0.0012797683,0.00005205879],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009859746,0.0007297114,0.00058822206,0.0011849945,0.0028943387,0.0006739233,0.00089246203,0.0010109958,0.00274424],"category_scores_gemma":[0.00091111823,0.0009276502,0.0002283541,0.0038360327,0.00082847977,0.002976651,0.00045921624,0.0020038832,0.00009892249],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006095542,0.0009936262,0.056450937,0.00074875506,0.00041410973,0.000026649175,0.021778649,0.011179384,0.003587122,0.89213914,0.0009048212,0.011715865],"study_design_scores_gemma":[0.0032614127,0.00009338459,0.14956556,0.0025881175,0.0011937395,0.00003614594,0.46385038,0.031726718,0.0029277499,0.083671235,0.25797096,0.0031146086],"about_ca_topic_score_codex":0.012079718,"about_ca_topic_score_gemma":0.0014064219,"teacher_disagreement_score":0.8084679,"about_ca_system_score_codex":0.0012802539,"about_ca_system_score_gemma":0.00050381623,"threshold_uncertainty_score":0.9993174},"labels":[],"label_agreement":null},{"id":"W4395080956","doi":"10.52358/mm.vi17.391","title":"Rhizome de l’écosystème du numérique universitaire français et nouvelle gouvernance : Mutualisation, gouvernance et numérique universitaire","year":2024,"lang":"fr","type":"article","venue":"Médiations et médiatisations","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Corporate governance; Higher education; Rhizome; Ecosystem; Business; Political science; Ecology; Biology; Finance","score_opus":0.01397880574876432,"score_gpt":0.22454542354660165,"score_spread":0.21056661779783734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395080956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3564784,0.0028880602,0.23589721,0.26033875,0.004947813,0.0022591874,0.0036119635,0.0017842707,0.13179433],"genre_scores_gemma":[0.9300197,0.0012058055,0.0018584086,0.00588178,0.0009469462,0.00005440659,0.0012254816,0.00017937963,0.05862809],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99533737,0.00043571478,0.00094121654,0.0011914656,0.001103569,0.0009906841],"domain_scores_gemma":[0.99615306,0.0007950681,0.00086271693,0.0008646835,0.0011668071,0.0001576791],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001531447,0.00083857565,0.00059155404,0.0011465654,0.0016268081,0.001530767,0.00096321927,0.0010224262,0.003780353],"category_scores_gemma":[0.00061848375,0.0011397662,0.00040262364,0.004398698,0.00029946252,0.012215462,0.0005851123,0.0018042605,0.0014294601],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002360552,0.000410668,0.060560215,0.00041799838,0.00037410686,0.00017367658,0.01288007,0.042761177,0.00007884054,0.69071877,0.19059798,0.0010028639],"study_design_scores_gemma":[0.0019619025,0.000075835844,0.08980347,0.001261144,0.00033253207,0.00003708836,0.026013657,0.11397721,0.00004498805,0.008165108,0.75660616,0.0017208911],"about_ca_topic_score_codex":0.0067278757,"about_ca_topic_score_gemma":0.0065235496,"teacher_disagreement_score":0.6825537,"about_ca_system_score_codex":0.0036422147,"about_ca_system_score_gemma":0.0024994288,"threshold_uncertainty_score":0.9998864},"labels":[],"label_agreement":null},{"id":"W4396569786","doi":"10.7202/1110583ar","title":"[ Sans Titre - No Title ]Open Labs and Innovation Management: The Dynamics of Communities and Ecosystems, sous la direction de Valérie Mérindol et David W. Versailles, Routledge, 2023, 286 p. (ISBN 9780367612788)","year":2024,"lang":"fr","type":"article","venue":"Politique et Sociétés","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ecosystem; Environmental ethics; Humanities; Political science; Sociology; Art; Philosophy; Ecology; Biology","score_opus":0.04472092621798181,"score_gpt":0.3263445061967168,"score_spread":0.281623579978735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396569786","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014211079,0.0017159716,0.0017835854,0.031068157,0.0011589696,0.0006237077,0.00030683342,0.00009748422,0.9490342],"genre_scores_gemma":[0.90224826,0.004534765,0.00019575993,0.0016512569,0.00033010193,0.000021219528,0.00042444174,0.0000572599,0.090536915],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990868,0.00014310195,0.0002426614,0.00016333195,0.00017547996,0.0001886228],"domain_scores_gemma":[0.9992885,0.00016547774,0.00016733528,0.00019356777,0.00017287326,0.000012236435],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009971459,0.00016317506,0.00016767316,0.00023105298,0.00019017453,0.0005886936,0.00022484353,0.00020772754,0.0018613716],"category_scores_gemma":[0.000036832324,0.00016633529,0.00003134966,0.00055118906,0.000119748634,0.0010220064,0.00052696234,0.00045746277,0.000082385384],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010053618,0.000041890573,0.0014546177,0.0009974506,0.00015531415,0.0000066567072,0.00051431777,0.000017016893,0.000008544787,0.91067415,0.08440078,0.0017191857],"study_design_scores_gemma":[0.0005199529,0.000014730538,0.0011469366,0.0007594737,0.00017733949,0.000009074442,0.0088813715,0.017365174,0.000015506224,0.020048844,0.9508079,0.00025369623],"about_ca_topic_score_codex":0.003418436,"about_ca_topic_score_gemma":0.00070288137,"teacher_disagreement_score":0.8906253,"about_ca_system_score_codex":0.00023757144,"about_ca_system_score_gemma":0.000059164828,"threshold_uncertainty_score":0.99905103},"labels":[],"label_agreement":null},{"id":"W4396956202","doi":"10.1017/pds.2024.29","title":"Scientometric exploration of responsible innovation: mapping the knowledge landscape","year":2024,"lang":"en","type":"article","venue":"Proceedings of the Design Society","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Geography; Knowledge management; Data science; Computer science","score_opus":0.11726767822542204,"score_gpt":0.2655264243765771,"score_spread":0.14825874615115503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396956202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8864684,0.0003195577,0.03078477,0.012689204,0.0008891428,0.0012157118,0.0000063649113,0.0002646676,0.06736218],"genre_scores_gemma":[0.99581,0.000007833905,0.0012830611,0.00031867434,0.00029171156,0.000009141487,0.0000018136728,0.000014160329,0.002263661],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99890184,0.0000044071653,0.00028753438,0.0001831526,0.0004819809,0.00014110349],"domain_scores_gemma":[0.99851155,0.00008538347,0.00033231208,0.000101558006,0.0009655296,0.0000036679128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020133168,0.00010526654,0.00011257389,0.0005015195,0.00025338732,0.0002456456,0.0004700195,0.000100407786,0.000040833598],"category_scores_gemma":[0.00024464796,0.00007012535,0.00009474953,0.016027879,0.00010491354,0.002232798,0.0002783241,0.0002451509,0.000012887902],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004469331,0.000117002586,0.008465182,0.0012080399,0.00016161465,1.507843e-7,0.005509515,0.00030593693,0.1045406,0.6509427,0.2264651,0.00223944],"study_design_scores_gemma":[0.0021911515,0.00008500773,0.01834229,0.0020273505,0.00055594184,0.00000566679,0.06136692,0.36969608,0.099324405,0.13685884,0.30831861,0.0012277322],"about_ca_topic_score_codex":0.0000046350174,"about_ca_topic_score_gemma":9.825128e-8,"teacher_disagreement_score":0.51408386,"about_ca_system_score_codex":0.00006974178,"about_ca_system_score_gemma":0.00007781711,"threshold_uncertainty_score":0.7700864},"labels":[],"label_agreement":null},{"id":"W4398217483","doi":"10.1515/9783110764222-019","title":"18 University Entrepreneurial Ecosystems: Exploring Digitalization in University Incubators","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ecosystem; Business; Ecology; Biology","score_opus":0.04306361490998696,"score_gpt":0.1855459000239598,"score_spread":0.14248228511397282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398217483","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013756805,0.0000074980226,0.00040960807,0.00021296417,0.00093901326,0.00034998913,0.000051376497,0.00036838689,0.98390436],"genre_scores_gemma":[0.16598518,0.000036371195,0.000016508879,0.00010958911,0.0007972926,2.4668816e-7,0.000252453,0.00006734899,0.832735],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983575,0.000006448994,0.00027427322,0.00063833845,0.0004729221,0.0002505506],"domain_scores_gemma":[0.9991728,0.00002928278,0.00030533783,0.00031556928,0.00015496089,0.000022061096],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014710995,0.0003704658,0.0003401618,0.0014371389,0.00013534987,0.00022494327,0.00041417044,0.00049022335,0.002721342],"category_scores_gemma":[0.000012947876,0.00047629562,0.00013696883,0.000484377,0.000047943147,0.0030422567,0.000715426,0.00055185566,0.0007612328],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005801101,0.000024476989,0.00246031,0.00019566229,0.00007768217,0.00033734296,0.000031385734,0.00034241728,0.0000046961763,0.9877119,0.008426009,0.00033010577],"study_design_scores_gemma":[0.00062845397,0.0000056419663,0.000060573235,0.000343843,0.0001289593,0.0000010418993,0.0005796323,0.002025673,0.000005131915,0.005347371,0.99034095,0.0005327024],"about_ca_topic_score_codex":0.0005171918,"about_ca_topic_score_gemma":0.00066673383,"teacher_disagreement_score":0.98236454,"about_ca_system_score_codex":0.001052418,"about_ca_system_score_gemma":0.000069898146,"threshold_uncertainty_score":0.99976885},"labels":[],"label_agreement":null},{"id":"W4399253203","doi":"10.2139/ssrn.4851187","title":"Promoting Digital Transformation: Strategic Policy Insights from a Network Effects Model","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Transformation (genetics); Digital transformation; Business; Process management; Computer science; Chemistry; World Wide Web","score_opus":0.014956188355057838,"score_gpt":0.21790249057626998,"score_spread":0.20294630222121215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399253203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9041623,0.0014518276,0.029858375,0.0042982446,0.0009784157,0.000834981,0.00002717584,0.0003879876,0.05800073],"genre_scores_gemma":[0.9907359,0.00014732202,0.000064583764,0.00054233207,0.0073722294,0.000011010363,0.00019269733,0.00008644366,0.0008475028],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9961502,0.000021454798,0.00062338257,0.0005170265,0.0008057136,0.0018822489],"domain_scores_gemma":[0.99875236,0.00003214463,0.00066368317,0.00029780576,0.00021764432,0.00003636259],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005226804,0.0005362298,0.0004352766,0.0005675267,0.00040815547,0.0023681119,0.00071726204,0.0006283869,0.000020709982],"category_scores_gemma":[0.000030001234,0.00052253593,0.00028150398,0.0008442134,0.00004057591,0.0019457667,0.0006769289,0.0088749165,0.0001451862],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048112794,0.00007790533,0.00010985359,0.00031221335,0.00057769945,0.000025156385,0.00037749167,0.052191295,0.00004693045,0.94102705,0.00024022392,0.0049660895],"study_design_scores_gemma":[0.00044143287,0.000017253256,0.000013583102,0.00040442645,0.00017365007,0.000012879939,0.00047067847,0.2530122,0.0000058230507,0.74457866,0.0004845559,0.00038486003],"about_ca_topic_score_codex":0.00021437994,"about_ca_topic_score_gemma":0.00017871476,"teacher_disagreement_score":0.20082091,"about_ca_system_score_codex":0.0021853438,"about_ca_system_score_gemma":0.0030897176,"threshold_uncertainty_score":0.9997226},"labels":[],"label_agreement":null},{"id":"W4400422489","doi":"10.21474/ijar01/18931","title":"STRATEGIC INNOVATION AND POLITICAL TRIUMPH: APPLYING THE BLUE OCEAN STRATEGY APPROACH IN ELECTORAL CAMPAIGNS","year":2024,"lang":"en","type":"article","venue":"International Journal of Advanced Research","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Politics; Political science; Business; Law","score_opus":0.10544142610946174,"score_gpt":0.36125964268941896,"score_spread":0.25581821657995724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400422489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98567295,0.00007140993,0.0016393622,0.00299099,0.000287019,0.00024338785,0.0000038767707,0.000016372602,0.009074658],"genre_scores_gemma":[0.9982928,0.0000072041958,0.00019112483,0.000239313,0.0009965154,0.0000048574448,0.000011576535,0.0000141662895,0.00024245938],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99784374,0.000044026285,0.0004146467,0.00017763498,0.001223413,0.00029653942],"domain_scores_gemma":[0.99843043,0.0001636719,0.00013844848,0.00008163361,0.001168959,0.000016832602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017738985,0.00010253665,0.00011810173,0.001358717,0.00010182806,0.0006797412,0.00045136377,0.000091985035,0.000053443062],"category_scores_gemma":[0.0001543703,0.0000776782,0.00003402413,0.0016160043,0.00011893147,0.001631741,0.00014812796,0.0012959795,0.0000066009],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016559324,0.00010298019,0.005560173,0.00005167072,0.00007084423,0.00013698151,0.000076348384,0.005547449,0.003173009,0.9799219,0.00039327203,0.004799818],"study_design_scores_gemma":[0.008108382,0.00041683775,0.02853393,0.0014301412,0.00009192232,0.0005926392,0.06908247,0.25906077,0.0020921477,0.5700297,0.05932271,0.0012383752],"about_ca_topic_score_codex":0.000059034228,"about_ca_topic_score_gemma":0.000008285832,"teacher_disagreement_score":0.4098922,"about_ca_system_score_codex":0.00034509294,"about_ca_system_score_gemma":0.00018336058,"threshold_uncertainty_score":0.65547603},"labels":[],"label_agreement":null},{"id":"W4400447650","doi":"10.5465/amproc.2024.13888symposium","title":"New Frontiers in Innovation Research","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Business","score_opus":0.062360972144744065,"score_gpt":0.2993273532594325,"score_spread":0.23696638111468843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400447650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4986088,0.00017075878,0.007242369,0.029811865,0.00054087496,0.0012689503,0.0000013958743,0.00040047985,0.4619545],"genre_scores_gemma":[0.97993374,0.000040784373,0.003290284,0.0013784693,0.00059875264,0.000015468631,0.0000070980145,0.000035012054,0.014700412],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99783915,0.0000031647348,0.0004287167,0.0004314211,0.00092834665,0.00036917054],"domain_scores_gemma":[0.9996301,0.0000147593555,0.0001403792,0.00005980607,0.00014416281,0.000010776122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015819737,0.00015472193,0.0001681252,0.0035141562,0.00008642795,0.0002989396,0.00050308835,0.00022202951,0.00017805715],"category_scores_gemma":[0.000047351397,0.00017110161,0.000033020104,0.008071924,0.000057856152,0.0033687563,0.00045113167,0.00082752795,0.00010173192],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022922419,0.000020454367,0.009480186,0.00053176814,0.00003769653,0.0000032669452,0.00005352209,0.000017046093,0.00024650234,0.65989614,0.30983666,0.01985387],"study_design_scores_gemma":[0.0007300574,0.0000114093455,0.018640622,0.0005930692,0.00005004028,5.647687e-7,0.00213684,0.0071661104,0.0005082182,0.14104097,0.8288078,0.00031432282],"about_ca_topic_score_codex":0.00005428649,"about_ca_topic_score_gemma":4.119119e-7,"teacher_disagreement_score":0.51897115,"about_ca_system_score_codex":0.00020026957,"about_ca_system_score_gemma":0.00001681458,"threshold_uncertainty_score":0.6977321},"labels":[],"label_agreement":null},{"id":"W4400774979","doi":"10.11606/d.96.2024.tde-22052024-143411","title":"O Corredor de Inovação Agropecuária de São Paulo: suas características e rede de relacionamento","year":2024,"lang":"pt","type":"dissertation","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Agribusiness; Entrepreneurship; Agriculture; Business; Political science; Investment (military); Geography; Agricultural science; Quarter (Canadian coin); Work (physics); Economy; Engineering; Economics; Finance; Environmental science","score_opus":0.022061245187820766,"score_gpt":0.2570158707024276,"score_spread":0.23495462551460683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400774979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8730583,0.00017412822,0.012584277,0.003066621,0.002970821,0.0011999339,0.00009680106,0.0006471477,0.106201924],"genre_scores_gemma":[0.7283516,0.000061237886,0.00079538004,0.0037150409,0.0011805405,0.00004050295,0.0024116137,0.00020851434,0.26323557],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99501276,0.00008190784,0.0010810564,0.0012266983,0.0012175962,0.0013800034],"domain_scores_gemma":[0.9973213,0.00013954104,0.00096701557,0.0007255895,0.00071457354,0.0001319812],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0012043926,0.001016934,0.00074105506,0.0011523477,0.000576147,0.001735563,0.0009821405,0.0017681258,0.0054785763],"category_scores_gemma":[0.00040732796,0.0011452324,0.00035848725,0.0018876776,0.00006986303,0.0019020522,0.00049757335,0.002409255,0.0023110623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023959195,0.0024667068,0.10674691,0.009669226,0.0036932612,0.0037843282,0.020051094,0.0020393091,0.023576662,0.30593762,0.50803506,0.011603913],"study_design_scores_gemma":[0.0070844307,0.00029961488,0.07558438,0.008172695,0.00991127,0.00019654757,0.20711243,0.2973885,0.0033748678,0.016812023,0.36478457,0.009278679],"about_ca_topic_score_codex":0.0022419158,"about_ca_topic_score_gemma":0.0010626036,"teacher_disagreement_score":0.29534918,"about_ca_system_score_codex":0.0027102353,"about_ca_system_score_gemma":0.00083971093,"threshold_uncertainty_score":0.99989223},"labels":[],"label_agreement":null},{"id":"W4402264001","doi":"10.1109/igarss53475.2024.10642797","title":"Review on Quintuple Helix Innovation Model and Introducing Co-Eco- Approach in Support of Climate Change Mitigation and Adaptation within the Framework of the New European Bauhaus Initiative","year":2024,"lang":"en","type":"article","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"CODE; Cyprus University of Technology","keywords":"Adaptation (eye); Climate change; Computer science; Systems engineering; Process management; Business; Engineering; Geology; Psychology","score_opus":0.06295972682128723,"score_gpt":0.25993821346386553,"score_spread":0.1969784866425783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402264001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.851313,0.000688898,0.045891523,0.024710683,0.00029567955,0.0026063167,0.00004112992,0.000100095625,0.074352674],"genre_scores_gemma":[0.9916644,0.0002798816,0.0012752356,0.0064787464,0.00014674888,0.000006408113,0.000046099773,0.000015818865,0.000086673645],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990138,0.000038696384,0.0004066322,0.00021473339,0.00023327912,0.00009285765],"domain_scores_gemma":[0.9992804,0.000046924833,0.0003767508,0.00016169892,0.00012967542,0.000004582872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011154418,0.000112864145,0.00014275611,0.00021386225,0.00007321396,0.000068468944,0.00010720189,0.0000590981,0.000034776178],"category_scores_gemma":[0.00012925344,0.000077011275,0.000017638784,0.0012692293,0.000054558644,0.0008851919,0.00011911471,0.00027843192,0.000004005121],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048995928,0.000071286726,0.007043859,0.0031204165,0.00004155202,8.6390656e-7,0.0044931355,0.005065772,0.0004225554,0.96183175,0.0045871907,0.013272596],"study_design_scores_gemma":[0.0008058032,0.00006464316,0.01797402,0.006231968,0.00019134548,0.0000026646765,0.0047591957,0.95121646,0.00039895327,0.015159306,0.0027746796,0.00042095393],"about_ca_topic_score_codex":0.00005964811,"about_ca_topic_score_gemma":0.000012728493,"teacher_disagreement_score":0.9466725,"about_ca_system_score_codex":0.00003359117,"about_ca_system_score_gemma":0.000025909823,"threshold_uncertainty_score":0.31404287},"labels":[],"label_agreement":null},{"id":"W4402584057","doi":"10.5465/amp.2023.0182","title":"Global Digital Sustainability: A Cross-Disciplinary Approach","year":2024,"lang":"en","type":"article","venue":"Academy of Management Perspectives","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Sustainability; Cross disciplinary; Discipline; Business; Environmental resource management; Environmental economics; Process management; Economics; Computer science; Sociology; Ecology; Social science; Data science; Biology","score_opus":0.02260971788768089,"score_gpt":0.2878667271080003,"score_spread":0.2652570092203194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402584057","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38931218,0.0005460012,0.009623166,0.008033503,0.00016269133,0.00094078406,0.000039936527,0.0006109809,0.5907308],"genre_scores_gemma":[0.9923567,0.000016741024,0.00032208313,0.0002691568,0.00044155726,0.000018096956,0.00001815619,0.000026215179,0.0065313037],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978708,0.000008695067,0.00033822918,0.0007263205,0.00067254086,0.00038342708],"domain_scores_gemma":[0.9994643,0.000024457842,0.00015211779,0.00020563322,0.00013434917,0.000019166824],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036333327,0.00027491077,0.00023290302,0.0004387675,0.00018735246,0.0007574718,0.00056841923,0.00020864034,0.00018090064],"category_scores_gemma":[0.000043295455,0.00027924823,0.00016409713,0.001779599,0.0003184255,0.0044085863,0.00103522,0.0003610553,0.000068598994],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006912458,0.00027265408,0.02760612,0.0012102451,0.0002802,0.000021743386,0.00027098545,0.0009821019,0.0000029910518,0.95917636,0.00654419,0.0035633082],"study_design_scores_gemma":[0.001963653,0.000054189775,0.29119632,0.00037587984,0.00051008,0.000011526534,0.09412587,0.027708456,0.000015047482,0.3692225,0.21330923,0.0015072479],"about_ca_topic_score_codex":0.000015618922,"about_ca_topic_score_gemma":2.8970538e-7,"teacher_disagreement_score":0.6030445,"about_ca_system_score_codex":0.0006084855,"about_ca_system_score_gemma":0.000023157874,"threshold_uncertainty_score":0.99996597},"labels":[],"label_agreement":null},{"id":"W4402633416","doi":"10.3389/feduc.2024.1296594","title":"Postsecondary organizations and their role in advancing sustainable smart cities: towards a system-oriented perspective","year":2024,"lang":"en","type":"article","venue":"Frontiers in Education","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Natural Sciences and Engineering Research Council of Canada; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Perspective (graphical); Business; Environmental economics; Computer science; Economics; Artificial intelligence","score_opus":0.003062431157120121,"score_gpt":0.19606442095272913,"score_spread":0.193001989795609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402633416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9036132,0.0014561921,0.01820923,0.0029199661,0.0024438077,0.00070938934,0.000010608468,0.00021011686,0.0704275],"genre_scores_gemma":[0.9955442,0.000012061516,0.0006668474,0.00035039865,0.00026509474,0.000023011762,0.000062395506,0.000024893645,0.003051107],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99916136,0.000014561504,0.00018903347,0.00028449274,0.00012415055,0.00022638332],"domain_scores_gemma":[0.9994501,0.000012924343,0.00007117059,0.0001229051,0.00033114664,0.000011766383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002532717,0.00013105491,0.00013564138,0.0009836283,0.00012373396,0.00022121874,0.00009825369,0.00010411934,0.00006473955],"category_scores_gemma":[0.00012538096,0.00014251871,0.000016231419,0.0021112745,0.0000330944,0.002017149,0.00008702333,0.0002520029,0.000006234269],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048188267,0.0002903328,0.30790278,0.0012107556,0.000073362404,0.00002049408,0.019984487,0.0005423799,0.00015308635,0.6209515,0.041311763,0.0075109075],"study_design_scores_gemma":[0.00031565528,0.000007816344,0.015302257,0.00031869873,0.000021779733,0.0000031701636,0.8754631,0.02689473,0.000045366716,0.010022657,0.07135559,0.00024914878],"about_ca_topic_score_codex":0.0017701521,"about_ca_topic_score_gemma":0.000083015955,"teacher_disagreement_score":0.85547864,"about_ca_system_score_codex":0.0017898591,"about_ca_system_score_gemma":0.00042089855,"threshold_uncertainty_score":0.58117443},"labels":[],"label_agreement":null},{"id":"W4402981554","doi":"10.1109/otcon60325.2024.10687876","title":"Assessing the Societal Impacts of Emerging Distributed Intelligence Technologies","year":2024,"lang":"en","type":"article","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Computer science; Data science","score_opus":0.03757359986351075,"score_gpt":0.28705378949380844,"score_spread":0.2494801896302977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402981554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68982416,0.00014103476,0.2561829,0.017042898,0.00042252213,0.00021858912,0.0000084850835,0.0011546894,0.03500471],"genre_scores_gemma":[0.9992259,0.0000055977507,0.00024494823,0.00019377895,0.00008643127,0.0000012067295,0.0000122164365,0.000008789427,0.00022113312],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99923396,0.0000032046212,0.0001796797,0.00015421154,0.00026309266,0.00016583032],"domain_scores_gemma":[0.99958336,0.000052004973,0.0001027499,0.00016429635,0.00009502677,0.0000025753748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027868053,0.00009952316,0.000087779816,0.00013023171,0.00014784296,0.00051419163,0.00029633899,0.00010014039,0.00020193716],"category_scores_gemma":[0.00009833973,0.00006871245,0.000056057474,0.0012730757,0.00010111021,0.0020646674,0.00030271246,0.00028580904,0.000036345085],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005377671,0.00007168435,0.020740053,0.00037949593,0.00016999936,0.000022529563,0.00018194564,0.0011591422,0.008749948,0.89039886,0.020048322,0.05807267],"study_design_scores_gemma":[0.00032918074,0.000022376918,0.01119777,0.00086718955,0.0003366891,0.000009580935,0.12639937,0.60685664,0.036246568,0.073756896,0.14286245,0.0011152641],"about_ca_topic_score_codex":0.00008228907,"about_ca_topic_score_gemma":0.000004611191,"teacher_disagreement_score":0.8166419,"about_ca_system_score_codex":0.00005955331,"about_ca_system_score_gemma":0.000024581197,"threshold_uncertainty_score":0.49583617},"labels":[],"label_agreement":null},{"id":"W4403824309","doi":"10.1093/eurpub/ckae144.409","title":"7.A. Skills building seminar: Is Behavioural Science Relevant for Public Health? A Quintuple Helix Lens","year":2024,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lens (geology); Helix (gastropod); Psychology; Physics; Optics; Biology; Ecology","score_opus":0.1080798336170644,"score_gpt":0.304837432729383,"score_spread":0.1967575991123186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403824309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48022938,0.00056439603,0.14733043,0.3637563,0.0026800907,0.0006318764,0.00005106936,0.00023407889,0.00452239],"genre_scores_gemma":[0.97693473,0.00007214252,0.004068712,0.01630055,0.0015931651,0.0000013229867,0.000012291077,0.000071272705,0.00094583735],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99595207,0.00020344976,0.0011234675,0.0004391528,0.0011835046,0.0010983602],"domain_scores_gemma":[0.9971751,0.00007873425,0.0012114625,0.00029780675,0.0010138701,0.000223045],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.022454385,0.00024189186,0.0003670584,0.0015942333,0.0008577554,0.0019282133,0.0009328549,0.000047524176,0.00017415485],"category_scores_gemma":[0.0006642381,0.00022578023,0.00017019147,0.0023590825,0.00016287275,0.0063616536,0.0003338534,0.0008219358,0.00007232242],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023539304,0.00089237985,0.011687607,0.0013798828,0.00018225623,0.00028363024,0.0053770253,0.000063364874,0.0013336173,0.17251682,0.3669502,0.43930966],"study_design_scores_gemma":[0.0008422548,0.00027991785,0.00743613,0.00049783534,0.000017964952,0.00009498454,0.0016743005,0.0031730726,0.000024380193,0.00022289954,0.98542714,0.0003091161],"about_ca_topic_score_codex":0.00006865284,"about_ca_topic_score_gemma":0.000006551624,"teacher_disagreement_score":0.6184769,"about_ca_system_score_codex":0.0011454037,"about_ca_system_score_gemma":0.0019714145,"threshold_uncertainty_score":0.9991079},"labels":[],"label_agreement":null},{"id":"W4404211181","doi":"10.1007/s44217-024-00300-w","title":"Enhancing academic outcomes through industry collaboration: our experience with integrating real-world projects into engineering courses","year":2024,"lang":"en","type":"article","venue":"Discover Education","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Engineering management; Engineering ethics; Engineering; Knowledge management; Business; Computer science","score_opus":0.023200635711032785,"score_gpt":0.3094298683605469,"score_spread":0.28622923264951416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404211181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97467566,0.000043739656,0.005765656,0.0051533943,0.0015303176,0.00043128524,0.0000034816992,0.00027750197,0.012118943],"genre_scores_gemma":[0.9923152,0.000005887362,0.0015449423,0.0009851567,0.0011791651,0.00007839261,0.000069170834,0.00003994233,0.0037821676],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9986046,0.0000072902412,0.00030266348,0.00040290123,0.00044381738,0.00023873997],"domain_scores_gemma":[0.99932545,0.000033488326,0.00019727406,0.00021640946,0.00021128873,0.000016082211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015957051,0.0002462965,0.00017082966,0.00034810815,0.00019464653,0.0006851776,0.00021480212,0.0002189861,0.000055193643],"category_scores_gemma":[0.00010302226,0.00021900768,0.000031526313,0.0020591053,0.000024037698,0.006402361,0.000089093584,0.0008262966,0.00003653687],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038827013,0.00019744162,0.553909,0.00075799954,0.00013189277,0.00001268593,0.015842695,0.0026417184,0.004639165,0.40543824,0.014436378,0.0019539432],"study_design_scores_gemma":[0.0014550664,0.00007899365,0.13435753,0.006959908,0.00055021665,0.000013659133,0.6072822,0.024005814,0.01741582,0.0031765678,0.20122501,0.0034792128],"about_ca_topic_score_codex":0.0010755592,"about_ca_topic_score_gemma":0.00027914403,"teacher_disagreement_score":0.59143955,"about_ca_system_score_codex":0.0004581034,"about_ca_system_score_gemma":0.0005770181,"threshold_uncertainty_score":0.8930874},"labels":[],"label_agreement":null},{"id":"W4404588694","doi":"10.5751/es-15534-290423","title":"Convergence research as transdisciplinary knowledge coproduction within cases of effective collaborative governance of social-ecological systems","year":2024,"lang":"en","type":"article","venue":"Ecology and Society","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coproduction; Collaborative governance; Corporate governance; Convergence (economics); Environmental governance; Environmental resource management; Environmental planning; Business; Ecology; Knowledge management; Political science; Sociology; Geography; Computer science; Public relations; Economics; Economic growth; Biology","score_opus":0.033043589783523855,"score_gpt":0.30761974272719733,"score_spread":0.2745761529436735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404588694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99214435,0.00028926376,0.00003792081,0.00071252615,0.00063212245,0.00046771596,0.000026151429,0.00003285676,0.005657126],"genre_scores_gemma":[0.99823076,0.00003627659,0.000023801684,0.000039502364,0.0002518732,0.000026202733,0.000009065162,0.0000072711296,0.0013752386],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990502,0.00008577359,0.00022175013,0.0002809562,0.00020206002,0.00015923119],"domain_scores_gemma":[0.9989415,0.00031841372,0.00015938573,0.00007118361,0.00050197693,0.0000075725998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011485,0.000098457844,0.0002292218,0.00005424053,0.00033910252,0.00003277933,0.00010262923,0.0003013796,0.00011874663],"category_scores_gemma":[0.00011204053,0.00009277709,0.000056217228,0.0009882277,0.00060398655,0.00047219818,0.00012794627,0.00041145677,0.000018149427],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025237378,0.00058597187,0.029654756,0.0024254422,0.0004677316,0.000046552854,0.025122654,0.0003821634,0.0053186202,0.8974721,0.038032383,0.00023929597],"study_design_scores_gemma":[0.0025414962,0.0010264994,0.74924713,0.00046974042,0.00040496627,0.000032522123,0.16885024,0.0335488,0.004896132,0.012394605,0.025755277,0.0008325632],"about_ca_topic_score_codex":0.000052368065,"about_ca_topic_score_gemma":0.000031828084,"teacher_disagreement_score":0.8850775,"about_ca_system_score_codex":0.00013848784,"about_ca_system_score_gemma":0.00011892275,"threshold_uncertainty_score":0.378334},"labels":[],"label_agreement":null},{"id":"W4405279290","doi":"10.55738/alaic.v23i46.1202","title":"Rafael Grohmann: Teoria marxista da dependência é uma das chaves para pensar a rede global de produção de inteligência artificial","year":2024,"lang":"pt","type":"article","venue":"Revista Latinoamericana de Ciencias de la Comunicación","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","score_opus":0.03587857350157349,"score_gpt":0.30391646195446503,"score_spread":0.26803788845289156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405279290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91199976,0.002121042,0.03540014,0.006231134,0.00046231475,0.0014428291,0.00027078998,0.0008370675,0.041234944],"genre_scores_gemma":[0.98834836,0.00023928008,0.003946532,0.0036049362,0.0013296267,0.00004259812,0.00011134689,0.00015541655,0.0022219059],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99273115,0.00067438115,0.0014048871,0.0016132132,0.0014039258,0.0021724333],"domain_scores_gemma":[0.99589646,0.0005424064,0.0010713848,0.0016924766,0.000483168,0.0003140971],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0042512673,0.001036991,0.0011109224,0.0006045925,0.0009869952,0.0038032252,0.0024391331,0.00083973655,0.00093981734],"category_scores_gemma":[0.0019490072,0.0012009154,0.0005056994,0.0051209247,0.0009460959,0.0017456692,0.0016415213,0.0021944668,0.00032222932],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073301484,0.0013281679,0.23509441,0.0028537482,0.0010245919,0.0035259142,0.003412802,0.0019905725,0.007589011,0.6248308,0.053004332,0.06461264],"study_design_scores_gemma":[0.0018167188,0.0002463994,0.10477766,0.0031612879,0.0020846678,0.00055563106,0.009642307,0.37543988,0.00034099325,0.010512243,0.48741445,0.004007758],"about_ca_topic_score_codex":0.003981927,"about_ca_topic_score_gemma":0.00025971895,"teacher_disagreement_score":0.61431855,"about_ca_system_score_codex":0.004927582,"about_ca_system_score_gemma":0.0021181519,"threshold_uncertainty_score":0.9999735},"labels":[],"label_agreement":null},{"id":"W4405311502","doi":"10.2139/ssrn.5032011","title":"Literature Survey on Innovation System Evolution, Sustainable Growth and Competitiveness in Africa Context By","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Context (archaeology); Business; Sustainable growth rate; Economic geography; Industrial organization; Geography","score_opus":0.009282714740086486,"score_gpt":0.19590865814640523,"score_spread":0.18662594340631875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405311502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.962735,0.0033885993,0.017855624,0.0022766574,0.00036476343,0.00039940362,0.000025163517,0.00014953142,0.012805288],"genre_scores_gemma":[0.9959246,0.000060374066,0.0000026365426,0.00015935473,0.00023898369,0.0000027722592,0.000062977546,0.00002037349,0.0035279207],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981701,0.000049893963,0.0002786852,0.00023956998,0.00031493173,0.0009468298],"domain_scores_gemma":[0.99924374,0.00005186406,0.00015489402,0.00007694799,0.00046386992,0.000008681812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021395462,0.00016046647,0.00015423655,0.0007809877,0.00022798101,0.00062210154,0.00015218962,0.00014999288,0.000013087965],"category_scores_gemma":[0.000105268235,0.00015537538,0.000022964061,0.002731554,0.000027695593,0.0015941045,0.000061258266,0.0016761259,0.000012705736],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068564965,0.000034919605,0.023623917,0.00014288425,0.000040498297,0.000022895509,0.000050408482,0.00002339822,0.0001074469,0.9742816,0.0013052635,0.00029822352],"study_design_scores_gemma":[0.010521995,0.0006231769,0.17465949,0.0058722356,0.00026289924,0.00039476863,0.087447286,0.021171408,0.00025276086,0.54288316,0.15263806,0.0032727441],"about_ca_topic_score_codex":0.00055742613,"about_ca_topic_score_gemma":0.000183881,"teacher_disagreement_score":0.4313984,"about_ca_system_score_codex":0.0019121913,"about_ca_system_score_gemma":0.00038323554,"threshold_uncertainty_score":0.72820264},"labels":[],"label_agreement":null},{"id":"W4405673169","doi":"10.1007/978-3-031-76906-1_3","title":"The Role of the Metaverse and the Geographical Dimension of Knowledge Management","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Dimension (graph theory); Metaverse; Geography; Knowledge management; Computer science; Human–computer interaction; Mathematics; Pure mathematics; Virtual reality","score_opus":0.010440320737778949,"score_gpt":0.18589687065855237,"score_spread":0.17545654992077342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405673169","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010925758,0.00050582166,0.000019262954,0.0014420613,0.00026731766,0.0005395966,0.000005720625,0.000027302236,0.99610037],"genre_scores_gemma":[0.35689527,0.00022640784,0.000024022076,0.0004026485,0.00018811638,0.0000047364474,0.0000062776285,0.000036764417,0.6422158],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99880314,0.000008966891,0.00033174065,0.00023642785,0.0004909737,0.00012873679],"domain_scores_gemma":[0.9988782,0.00009626231,0.00037146246,0.0004870733,0.00016139589,0.0000055977234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005368861,0.00021724556,0.00024598188,0.00017448289,0.00023439477,0.00008883826,0.0004715635,0.00019213196,0.00021759652],"category_scores_gemma":[0.0000093261215,0.000100234785,0.0002114728,0.00021616925,0.00051515433,0.00015542372,0.0014309502,0.0004365525,0.00004558057],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000405351,0.0000126345085,0.00011743203,0.00009938656,0.00032600452,8.34995e-7,0.000022145634,0.0000061234236,0.0000083843,0.9951658,0.0024105778,0.0017901008],"study_design_scores_gemma":[0.0004589056,0.000003553347,0.0001399093,0.00016019799,0.0007622017,4.870386e-7,0.00052774994,0.0014424002,0.000027857714,0.17245775,0.8238858,0.00013315622],"about_ca_topic_score_codex":0.000054856388,"about_ca_topic_score_gemma":0.000041297615,"teacher_disagreement_score":0.8227081,"about_ca_system_score_codex":0.00002319981,"about_ca_system_score_gemma":0.000009800649,"threshold_uncertainty_score":0.4087456},"labels":[],"label_agreement":null},{"id":"W4405673193","doi":"10.1007/978-3-031-76906-1_5","title":"The Emergence of Global Knowledge Networks and Collaboration Platforms","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Knowledge management","score_opus":0.018305643241240104,"score_gpt":0.22564359459225344,"score_spread":0.20733795135101335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405673193","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00059634016,0.00044978215,0.001110447,0.00049827766,0.00071739615,0.00023508913,0.000013614176,0.00006271925,0.9963163],"genre_scores_gemma":[0.16132334,0.00017368257,0.000027416903,0.0002611671,0.0009275492,0.0000023025061,0.00004704376,0.000029595385,0.8372079],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991387,5.816591e-7,0.00026837832,0.00021981027,0.00024721728,0.00012528755],"domain_scores_gemma":[0.9992282,0.000019506137,0.00026510187,0.0001781305,0.0003018479,0.0000072365747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016430003,0.00019063223,0.00015459026,0.000058605176,0.00016498935,0.00020359506,0.00018885448,0.0003199281,0.0004556214],"category_scores_gemma":[0.000009050917,0.00014046085,0.000041527677,0.00025186385,0.00008677904,0.0005466993,0.00031941014,0.00025737894,0.000095388445],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001164264,0.000004150114,0.00027474016,0.000055735556,0.00005444921,0.0000014959055,0.0000051899365,0.00011931318,0.0000010186184,0.95486486,0.04317994,0.001427442],"study_design_scores_gemma":[0.00017769984,0.0000092437585,0.00013742718,0.00015330515,0.00015409845,7.079206e-7,0.00033752757,0.028083429,0.0000015809218,0.1437444,0.82690096,0.00029963345],"about_ca_topic_score_codex":0.000025950398,"about_ca_topic_score_gemma":0.0003674935,"teacher_disagreement_score":0.8111205,"about_ca_system_score_codex":0.000066169625,"about_ca_system_score_gemma":0.000036943133,"threshold_uncertainty_score":0.57278275},"labels":[],"label_agreement":null},{"id":"W4406465537","doi":"10.1145/3711904","title":"Making Software Development More Diverse and Inclusive: Key Themes, Challenges, and Future Directions","year":2025,"lang":"en","type":"article","venue":"ACM Transactions on Software Engineering and Methodology","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Computer science; Key (lock); Software development; Software engineering; Engineering ethics; Data science; Software; Systems engineering; Engineering; Computer security","score_opus":0.07451218141943525,"score_gpt":0.2934927424907315,"score_spread":0.21898056107129624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406465537","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08711565,0.0028193528,0.90458834,0.0035669052,0.0008671324,0.0002701922,0.000011527218,0.00054793275,0.00021295127],"genre_scores_gemma":[0.17243046,0.0037703363,0.81955194,0.002465822,0.0005709465,0.00007351855,0.000026167474,0.00007745151,0.0010333497],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990873,0.000026044709,0.00017714,0.00036681208,0.00012267209,0.00022007203],"domain_scores_gemma":[0.9992369,0.00038080695,0.00006604782,0.00021403111,0.00008112464,0.000021085285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030817228,0.00022221911,0.00023848699,0.00049529213,0.00045766006,0.00005310775,0.00013009015,0.00026126023,0.000029005134],"category_scores_gemma":[0.0002604425,0.00023602472,0.000029245111,0.00033024955,0.000056183475,0.00036347887,0.00009813334,0.000435274,0.0000016841572],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070638045,0.00007710916,0.001988951,0.0004938145,0.00029786903,0.00001415125,0.0018805611,0.0012901244,0.0000856297,0.0126104895,0.00011662283,0.98107404],"study_design_scores_gemma":[0.0014953901,0.000028774994,0.05211324,0.00029391842,0.0003177926,0.00003292669,0.005799159,0.0010601635,0.00017969523,0.001859409,0.93608296,0.000736599],"about_ca_topic_score_codex":0.000025337726,"about_ca_topic_score_gemma":0.0000240951,"teacher_disagreement_score":0.98033744,"about_ca_system_score_codex":0.000069422305,"about_ca_system_score_gemma":0.000024725392,"threshold_uncertainty_score":0.9624809},"labels":[],"label_agreement":null},{"id":"W4407287234","doi":"10.1016/j.respol.2025.105192","title":"Cluster-based routines and paradigm-bound innovation","year":2025,"lang":"en","type":"article","venue":"Research Policy","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Cluster (spacecraft); Economic geography; Business; Knowledge management; Marketing; Computer science; Industrial organization; Regional science; Data science; Economics; Sociology","score_opus":0.09252655812386285,"score_gpt":0.3695249506728371,"score_spread":0.27699839254897424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407287234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8070858,0.000013248877,0.0019314276,0.068533994,0.00007494828,0.00042173028,0.0000050693343,0.00010256131,0.12183122],"genre_scores_gemma":[0.98586756,0.000002130689,0.00007760803,0.007936926,0.0006365559,0.000011895796,0.000023422559,0.000011939034,0.0054319697],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859804,0.000031937452,0.00020770969,0.00024900032,0.0005271826,0.00038615454],"domain_scores_gemma":[0.9990053,0.0001273265,0.00008411179,0.00024331403,0.0005284508,0.000011479664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009783952,0.000109696135,0.00011223491,0.0022549515,0.00042782002,0.00049208413,0.00023943848,0.00013952982,0.00007781022],"category_scores_gemma":[0.0009105182,0.0001140543,0.000017913635,0.005576087,0.00015365075,0.0008230813,0.00032859514,0.0004243888,0.00006580212],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044467608,0.000055628792,0.023637163,0.00012220508,0.00001598494,0.0000025574047,0.00001569125,0.00008917653,0.00039883348,0.941222,0.03145746,0.0029388145],"study_design_scores_gemma":[0.0023959142,0.00002405155,0.04590773,0.00017469152,0.000017415025,6.7528623e-7,0.00032201983,0.03520486,0.00050047634,0.12675907,0.78836846,0.00032463975],"about_ca_topic_score_codex":0.0014564125,"about_ca_topic_score_gemma":0.00003735507,"teacher_disagreement_score":0.81446296,"about_ca_system_score_codex":0.00022891004,"about_ca_system_score_gemma":0.0002756893,"threshold_uncertainty_score":0.47451788},"labels":[],"label_agreement":null},{"id":"W4407690838","doi":"10.1007/978-3-031-72494-7_30","title":"Developing a Tool for Strategizing in Innovation Ecosystems: The Case of Digital Transformation in a Manufacturing Sector","year":2025,"lang":"en","type":"book-chapter","venue":"Springer proceedings in business and economics","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Polytechnique Montréal","funders":"","keywords":"Digital transformation; Manufacturing sector; Business; Transformation (genetics); Process management; Industrial organization; Knowledge management; Computer science; Economics; World Wide Web","score_opus":0.032306029854465394,"score_gpt":0.20779532680291227,"score_spread":0.17548929694844687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407690838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95677465,0.000012081876,0.00067589735,0.0005949893,0.00014296612,0.0008797225,0.000021080086,0.000017422077,0.04088119],"genre_scores_gemma":[0.99869794,0.000037477508,0.00017679794,0.00011284434,0.00016466023,0.000030271849,0.000036990474,0.000028641918,0.0007143676],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986624,6.0369405e-7,0.00079068047,0.0002961181,0.000057552676,0.00019261705],"domain_scores_gemma":[0.99909985,0.000032075593,0.0005839994,0.00007191041,0.00020902201,0.0000031622944],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045633232,0.00024467034,0.00034773254,0.0012497844,0.0000724545,0.0003747102,0.00014601921,0.0002974262,0.000007711238],"category_scores_gemma":[0.00003428321,0.00025464472,0.00002884738,0.00033112068,0.000028075574,0.0024043955,0.000112413945,0.0002971514,7.150535e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006448618,0.000012897239,0.0036131628,0.0024643857,0.000020688476,0.000007030728,0.0001953478,0.00055254553,0.000011687852,0.98682636,0.000013278914,0.006218155],"study_design_scores_gemma":[0.016611587,0.00005807873,0.02234498,0.021694684,0.00032989887,0.00015781906,0.015874075,0.17721629,0.0011402055,0.54519767,0.1932424,0.006132294],"about_ca_topic_score_codex":0.00020444756,"about_ca_topic_score_gemma":0.00065069797,"teacher_disagreement_score":0.44162863,"about_ca_system_score_codex":0.00039222,"about_ca_system_score_gemma":0.00007906146,"threshold_uncertainty_score":0.9999906},"labels":[],"label_agreement":null},{"id":"W4407872734","doi":"10.2139/ssrn.5133156","title":"Competitiveness of African Countries Through Open Quintuple Helix Model","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Triple helix; Economic geography; Economics; Chemistry; Stereochemistry","score_opus":0.026447205690230766,"score_gpt":0.2608787767768814,"score_spread":0.23443157108665066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407872734","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23083681,0.0012992676,0.35220876,0.010550117,0.0016756938,0.0020799355,0.00029518057,0.00019883209,0.4008554],"genre_scores_gemma":[0.9802256,0.000935954,0.0005258493,0.0012103055,0.0006111236,0.000013461014,0.000083247185,0.000041942447,0.016352491],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9967719,0.000034516954,0.00063020235,0.0004616359,0.00070814864,0.0013936467],"domain_scores_gemma":[0.9973211,0.000040525385,0.0013328295,0.00044531238,0.0008465344,0.000013672221],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0015780578,0.00039212313,0.00064262515,0.00035070407,0.00036665742,0.0005732509,0.001779295,0.00041975052,0.00027935012],"category_scores_gemma":[0.00005868336,0.00041582758,0.00018718316,0.00049063365,0.00012170658,0.0013128486,0.002958713,0.0041821315,0.000020018926],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017933098,0.00012974712,0.0029186928,0.00021659266,0.00040506545,0.000003785608,0.00010779299,0.02509624,0.000023211616,0.96999365,0.0006036434,0.00032225973],"study_design_scores_gemma":[0.0017358359,0.000040850824,0.00025512822,0.0007597283,0.00041552464,0.000012998551,0.005144281,0.025984319,0.00012074319,0.91842866,0.04633209,0.0007698564],"about_ca_topic_score_codex":0.0020100472,"about_ca_topic_score_gemma":0.0010727707,"teacher_disagreement_score":0.7493888,"about_ca_system_score_codex":0.0017058502,"about_ca_system_score_gemma":0.0041858125,"threshold_uncertainty_score":0.99982935},"labels":[],"label_agreement":null},{"id":"W4408396737","doi":"10.1016/j.infoandorg.2025.100564","title":"Stability and change in digital transformation: A repertoire model of institutionally embedded technology affordances","year":2025,"lang":"en","type":"article","venue":"Information and Organization","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Affordance; Repertoire; Transformation (genetics); Stability (learning theory); Digital transformation; Computer science; Human–computer interaction; Chemistry; World Wide Web; Physics; Acoustics","score_opus":0.01397247245548306,"score_gpt":0.19976692257468143,"score_spread":0.18579445011919837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408396737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94550824,0.000008416197,0.04528187,0.0020284345,0.00003538973,0.00025077944,0.000011568209,0.00005736586,0.0068179113],"genre_scores_gemma":[0.99901223,0.000012082961,0.0001895583,0.0006581059,0.0000105669105,0.000003664798,0.00009760008,0.000002009073,0.000014186955],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99948305,0.0000012234068,0.0002712834,0.00006710481,0.00011510244,0.000062225685],"domain_scores_gemma":[0.99950075,0.0000052561213,0.00013812217,0.00006283275,0.00028915104,0.0000039103584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009277521,0.000066394954,0.00008461528,0.00044830996,0.000087263696,0.00010099356,0.000055501165,0.00011157236,0.000021364849],"category_scores_gemma":[0.00009472533,0.00006944474,0.000005921627,0.0011735533,0.000059575992,0.0074829487,0.00005425401,0.000074278025,0.0000022116758],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002431271,0.000037757472,0.17050368,0.00028371022,0.000007653592,1.04033454e-7,0.0014720396,0.00072596193,0.0001874998,0.81356305,0.000036122707,0.013158087],"study_design_scores_gemma":[0.0038101857,0.000023343087,0.10046234,0.00030305455,0.00004490276,0.0000033107842,0.008779896,0.8415983,0.0033183005,0.03482129,0.0063300654,0.00050502387],"about_ca_topic_score_codex":0.000019659514,"about_ca_topic_score_gemma":0.000020736432,"teacher_disagreement_score":0.84087235,"about_ca_system_score_codex":0.0000428108,"about_ca_system_score_gemma":0.00003670096,"threshold_uncertainty_score":0.5424957},"labels":[],"label_agreement":null},{"id":"W4408515150","doi":"10.62465/rpca.v4n1.2025.130","title":"Business models of nanotechnology companies and value creation","year":2025,"lang":"en","type":"article","venue":"Revista Política y Ciencias Administrativas.","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Value creation; Business; Value (mathematics); Nanotechnology; Business model; Industrial organization; Materials science; Computer science; Marketing","score_opus":0.025086563920895776,"score_gpt":0.261138843327318,"score_spread":0.23605227940642223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408515150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85303867,0.00015377963,0.03232844,0.008388358,0.0001269133,0.00053526834,0.000020298914,0.0001875446,0.105220705],"genre_scores_gemma":[0.99760514,0.000016553568,0.0008226566,0.00064784545,0.000055593016,0.000004993788,0.000015980568,0.000010308275,0.00082092517],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987002,0.000013776051,0.0004116407,0.00033865686,0.00030794757,0.00022779993],"domain_scores_gemma":[0.9989034,0.000061122555,0.00032603988,0.00031802378,0.0003781243,0.000013274113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002493875,0.0001943566,0.00033013613,0.00040876277,0.0002019272,0.00019048507,0.00031072632,0.00020951995,0.00006312194],"category_scores_gemma":[0.00023742569,0.00019565635,0.0000426261,0.0016192766,0.0003285854,0.0009879097,0.00023535956,0.00020005494,0.000005964433],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002422046,0.000099087905,0.002231396,0.00024527678,0.00002473674,0.0000036175527,0.000023984252,0.00016239393,0.0021519947,0.99345124,0.00054188643,0.0010401693],"study_design_scores_gemma":[0.007160858,0.0003033804,0.10936588,0.0029583198,0.0014593,0.000044897733,0.0078120413,0.18900216,0.016333634,0.3429052,0.31937766,0.0032766825],"about_ca_topic_score_codex":0.00009223631,"about_ca_topic_score_gemma":0.000007667868,"teacher_disagreement_score":0.6505461,"about_ca_system_score_codex":0.000072382354,"about_ca_system_score_gemma":0.00016292604,"threshold_uncertainty_score":0.7978634},"labels":[],"label_agreement":null},{"id":"W4410111873","doi":"10.2139/ssrn.5204257","title":"Determinants of Sustainable Competitiveness in Africa: Analysis with the Open Quintuple Helix Model","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Triple helix; Economic geography; Business; Geography; Chemistry; Stereochemistry","score_opus":0.012356705751372455,"score_gpt":0.2335078155733963,"score_spread":0.22115110982202385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410111873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9405841,0.00007802469,0.03673408,0.001231506,0.000017558945,0.00028903014,0.0000013431451,0.000009600494,0.02105475],"genre_scores_gemma":[0.98703164,0.000023945888,0.000036300677,0.00022090659,0.000029516332,0.0000054263064,0.0000023543068,0.0000086814,0.012641203],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982965,0.000024001629,0.00024677592,0.00017636605,0.0002767997,0.0009795559],"domain_scores_gemma":[0.9991132,0.000027970164,0.0003341837,0.00019295356,0.00032562573,0.000006087907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016522891,0.00012667234,0.00026766097,0.00059761107,0.00026368487,0.00021654252,0.0006905192,0.00006756314,0.0000419036],"category_scores_gemma":[0.000026502648,0.00009354823,0.000062650375,0.0028411453,0.000053382773,0.0011643246,0.00036465196,0.00087762624,0.0000017849486],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018049682,0.000110828965,0.177586,0.000024983376,0.0003101651,0.000011897133,0.00007522752,0.032406334,0.000034110515,0.7888296,0.00007236107,0.00035799027],"study_design_scores_gemma":[0.008005124,0.0001793675,0.08224615,0.0003166848,0.0025721667,0.000021200533,0.12331309,0.42625618,0.0003316765,0.34186313,0.013834093,0.0010611484],"about_ca_topic_score_codex":0.0010166416,"about_ca_topic_score_gemma":0.005324859,"teacher_disagreement_score":0.44696647,"about_ca_system_score_codex":0.00066657213,"about_ca_system_score_gemma":0.0008922666,"threshold_uncertainty_score":0.3814786},"labels":[],"label_agreement":null},{"id":"W4410484490","doi":"10.1016/j.joi.2025.101686","title":"Measuring the university–industry–government relations synthesized by the Triple Helix and the diversity","year":2025,"lang":"en","type":"article","venue":"Journal of Informetrics","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"Nanjing University; National Natural Science Foundation of China","keywords":"Triple helix; Diversity (politics); Government (linguistics); Computer science; Political science; Business; Data science; Library science; Engineering management; Engineering; Linguistics; Stereochemistry; Chemistry; Philosophy","score_opus":0.02322332636499285,"score_gpt":0.19133554529258026,"score_spread":0.1681122189275874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410484490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7024268,0.00040561013,0.024102736,0.07531756,0.0011980649,0.0009092484,0.000026733574,0.000046674766,0.1955666],"genre_scores_gemma":[0.9888159,0.0000642171,0.000056947953,0.0023692518,0.00013071626,2.8169285e-7,7.482438e-7,0.000004719152,0.008557222],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985001,0.00004097347,0.00031075982,0.00008131255,0.0009082792,0.00015856489],"domain_scores_gemma":[0.9980074,0.00069161307,0.0007685046,0.0001999394,0.0003185447,0.0000139737385],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021605592,0.00011855764,0.0001709309,0.00029758964,0.0014987875,0.00025287515,0.0007077271,0.00016393697,0.00007017067],"category_scores_gemma":[0.0013135514,0.00006530282,0.00010980605,0.002381463,0.00018678505,0.001341898,0.0007481354,0.0009911945,0.000007058722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014102295,0.00021668001,0.23333472,0.00009211099,0.0011525779,0.00002362864,0.0010270531,0.0030458507,0.000062067906,0.31918383,0.4157097,0.024741542],"study_design_scores_gemma":[0.006457349,0.00002034709,0.03761597,0.00012163684,0.00083167804,0.0000125777515,0.018333312,0.007725863,0.00008900959,0.0019387895,0.92659867,0.00025479254],"about_ca_topic_score_codex":0.000112025555,"about_ca_topic_score_gemma":0.00000987252,"teacher_disagreement_score":0.510889,"about_ca_system_score_codex":0.00037504573,"about_ca_system_score_gemma":0.00006683643,"threshold_uncertainty_score":0.9998011},"labels":[],"label_agreement":null},{"id":"W4410596759","doi":"10.1007/978-3-031-83837-8_1","title":"Growing Material-Semiotic Alliances Countering Pro-capitalist ‘Machines’","year":2025,"lang":"en","type":"book-chapter","venue":"Contemporary trends and issues in science education","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Semiotics; Neoclassical economics; Business; Sociology; Political science; Economics; Epistemology; Philosophy","score_opus":0.03324336760099513,"score_gpt":0.2807165895281976,"score_spread":0.24747322192720247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410596759","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02073958,0.0007718308,0.000018111432,0.004695298,0.0030881127,0.00024416155,0.00001952492,0.00007891936,0.9703445],"genre_scores_gemma":[0.59036845,0.00006259985,0.00013121238,0.0010324667,0.0010498788,0.000008460663,0.00016831703,0.000021282814,0.40715733],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99826056,0.000005245118,0.00042059482,0.0006273149,0.00046644182,0.00021986703],"domain_scores_gemma":[0.99903303,0.000019722585,0.00042032296,0.00030343636,0.00020244243,0.00002103103],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00053697266,0.00030531315,0.00031561442,0.0012234275,0.00029301905,0.0007998098,0.00049128465,0.00020048422,0.00037595653],"category_scores_gemma":[0.00005284961,0.0003166179,0.000040444134,0.0005334284,0.00033233815,0.004713816,0.00030919642,0.0002933982,0.00001321862],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044750846,0.000118200755,0.018599514,0.00059522473,0.000033976354,0.000010383164,0.00043107112,0.000012179521,0.00052482804,0.88521814,0.04030288,0.054108877],"study_design_scores_gemma":[0.00035157675,0.000021844908,0.006021429,0.0021124252,0.000052793617,0.000002295387,0.0007591271,0.0021452813,0.00006231174,0.013677036,0.9739883,0.00080557924],"about_ca_topic_score_codex":0.0005012895,"about_ca_topic_score_gemma":0.000026309792,"teacher_disagreement_score":0.9336854,"about_ca_system_score_codex":0.00021295914,"about_ca_system_score_gemma":0.00042394732,"threshold_uncertainty_score":0.9999286},"labels":[],"label_agreement":null},{"id":"W4411242456","doi":"10.22541/au.174972804.43500030/v1","title":"Synthesis: Linking Pattern to Process in Metacommunities: Challenges and Opportunities","year":2025,"lang":"en","type":"preprint","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Process (computing); Process management; Computer science; Business; Data science; Programming language","score_opus":0.12849599781647625,"score_gpt":0.26814625143433435,"score_spread":0.1396502536178581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411242456","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45647016,0.000711901,0.0021564136,0.028676335,0.00046629232,0.0010490617,0.000040962233,0.00039819858,0.5100307],"genre_scores_gemma":[0.9899906,0.0006291872,0.00014504239,0.006211562,0.00025961752,0.00010064964,0.00003508616,0.000026046733,0.0026022338],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9985389,0.000028694836,0.00037014662,0.00042721216,0.0003665171,0.00026850504],"domain_scores_gemma":[0.9989587,0.00011501826,0.00024858853,0.00043783127,0.00022508996,0.000014751523],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00057041604,0.00034193395,0.00043684515,0.0011566904,0.00011921965,0.0003676557,0.0006481849,0.0004152281,0.00019035154],"category_scores_gemma":[0.00006788083,0.00036977435,0.00004705562,0.00020212345,0.000038769565,0.00080210046,0.0024926711,0.00088815665,0.000009986922],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001351597,0.0007266916,0.02419829,0.027442925,0.0009532674,0.00017553456,0.01434787,0.006836788,0.000012603555,0.35869566,0.0025617352,0.56391346],"study_design_scores_gemma":[0.0029736897,0.00005106311,0.020975504,0.03897032,0.0016445487,0.0000055296437,0.45757413,0.064463966,0.0005277529,0.11454175,0.2901591,0.0081126345],"about_ca_topic_score_codex":0.0005550764,"about_ca_topic_score_gemma":0.00050769444,"teacher_disagreement_score":0.55580086,"about_ca_system_score_codex":0.00009947406,"about_ca_system_score_gemma":0.00007544577,"threshold_uncertainty_score":0.9998754},"labels":[],"label_agreement":null},{"id":"W4412210160","doi":"","title":"The simultaneity of interactions:The meaning of different modes of interaction for sustainable innovation","year":2024,"lang":"en","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Simultaneity; Meaning (existential); Economic geography; Psychology; Epistemology; Sociology; Positive economics; Economics; Philosophy; Physics; Classical mechanics","score_opus":0.04182446483739954,"score_gpt":0.26988410480840413,"score_spread":0.2280596399710046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412210160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9745556,0.000043088512,0.0039791856,0.0005248913,0.0000712944,0.00068508013,0.00022790545,0.000024893154,0.019888021],"genre_scores_gemma":[0.98755383,0.000023849629,0.00016540787,0.000006608782,0.000054076023,2.6088003e-7,0.000037334503,0.00002243483,0.0121362],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9977699,0.00010676145,0.00042498574,0.00033161876,0.0010084071,0.00035836114],"domain_scores_gemma":[0.9949199,0.000800745,0.0009659943,0.0004337487,0.0028556986,0.000023890963],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017584107,0.00019580466,0.0003792582,0.0010586063,0.0006562528,0.000054832035,0.0009514209,0.0001845465,0.0010349312],"category_scores_gemma":[0.00033164382,0.00018438794,0.0002595047,0.002060584,0.00092415896,0.00091513764,0.000652796,0.0005893073,0.000030669988],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012829505,0.0022940664,0.0743457,0.011622397,0.0047392324,0.00019351301,0.04572825,0.007889217,0.08205753,0.7178233,0.016933644,0.023543587],"study_design_scores_gemma":[0.0014754374,0.00013283694,0.00086079235,0.0007626617,0.00034751123,0.0000022694924,0.9343003,0.041091926,0.0018751314,0.0068039973,0.012042962,0.00030419082],"about_ca_topic_score_codex":0.0032458836,"about_ca_topic_score_gemma":0.0009755394,"teacher_disagreement_score":0.88857204,"about_ca_system_score_codex":0.00014931595,"about_ca_system_score_gemma":0.00016519683,"threshold_uncertainty_score":0.9998783},"labels":[],"label_agreement":null},{"id":"W4412295588","doi":"","title":"Fostering Innovation Ecosystems:Enablers and Challenges","year":2022,"lang":"en","type":"article","venue":"CBS Research Portal (Copenhagen Business School)","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ecosystem; Business; Environmental resource management; Environmental science; Ecology; Biology","score_opus":0.17827910860737342,"score_gpt":0.31114140675082963,"score_spread":0.1328622981434562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412295588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7237537,0.0008407568,0.00019261692,0.007508671,0.00058635767,0.0011814879,0.000025148433,0.00023409055,0.26567718],"genre_scores_gemma":[0.99073255,0.0001000441,0.00007580804,0.00067736773,0.0007085307,0.0001378546,0.00014700597,0.0000691091,0.0073517365],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963249,0.000089820984,0.0005195297,0.00070144085,0.0016623599,0.00070196803],"domain_scores_gemma":[0.997731,0.000059208865,0.00033889562,0.00049485976,0.0013302477,0.000045839883],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030387393,0.00026536884,0.00030099307,0.001487546,0.0014162664,0.0007297961,0.0006790147,0.00014758397,0.014185865],"category_scores_gemma":[0.00053631415,0.00029983665,0.000034166504,0.005125897,0.000108103566,0.003431569,0.0040843487,0.0010728432,0.00069859315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085514644,0.0010056912,0.01795398,0.004516465,0.0004814782,0.0018257136,0.0004969691,0.0044452604,0.028477443,0.2866167,0.5957247,0.057600442],"study_design_scores_gemma":[0.001972836,0.000052068546,0.02817589,0.00015797639,0.000037980415,0.00004880843,0.0112110125,0.0046060327,0.00024231478,0.002689662,0.94990313,0.000902308],"about_ca_topic_score_codex":0.00055906904,"about_ca_topic_score_gemma":0.00009662207,"teacher_disagreement_score":0.3541784,"about_ca_system_score_codex":0.0002581263,"about_ca_system_score_gemma":0.00019180923,"threshold_uncertainty_score":0.9999454},"labels":[],"label_agreement":null},{"id":"W4412301546","doi":"","title":"Capturing Change in Science, Technology, and Innovation:Improving Indicators to Inform Policy","year":2014,"lang":"en","type":"report","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Division of Mathematical Sciences; Directorate for Computer and Information Science and Engineering; Australian Government; National Institutes of Health; National Science Foundation","keywords":"Science policy; Data science; Knowledge management; Business; Computer science; Political science; Public administration","score_opus":0.041481847344258686,"score_gpt":0.27653604929510567,"score_spread":0.23505420195084697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412301546","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44488958,0.000009717988,0.00044742276,0.0068930653,0.00042514858,0.0008694461,0.00000507838,0.00027561534,0.54618496],"genre_scores_gemma":[0.9889514,0.0000051355037,0.00033316048,0.004188346,0.00137811,0.00003524716,0.000026933916,0.000034626704,0.005047037],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99722683,0.0000017263508,0.00055120507,0.0005519175,0.0011650838,0.00050321897],"domain_scores_gemma":[0.99813473,0.000009766222,0.0007012522,0.00038383927,0.0007501261,0.00002030681],"candidate_categories":["metaepi_narrow","bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0014955048,0.00030797804,0.00034140755,0.044732068,0.0003426206,0.00041269805,0.0006045327,0.00064298476,0.000084353866],"category_scores_gemma":[0.00087594276,0.00031936762,0.000020282976,0.042409983,0.00023729193,0.002320518,0.0015756928,0.00079356635,0.00004499014],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000059179943,0.0000338671,0.2559634,0.00041221376,0.00001711143,0.000009358886,0.00010388072,0.000010188334,0.00011469998,0.6428312,0.0017996394,0.0986985],"study_design_scores_gemma":[0.00052475004,0.00001543357,0.05402905,0.0003656628,0.000028906847,0.000007749369,0.0005886694,0.00058900967,0.00012990585,0.0013883358,0.9414857,0.0008468437],"about_ca_topic_score_codex":0.00407735,"about_ca_topic_score_gemma":0.00025545637,"teacher_disagreement_score":0.93968606,"about_ca_system_score_codex":0.0010296471,"about_ca_system_score_gemma":0.00066849584,"threshold_uncertainty_score":0.99992585},"labels":[],"label_agreement":null},{"id":"W4412333196","doi":"","title":"A project on innovation pipeline concepts","year":2017,"lang":"en","type":"article","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carbon Engineering (Canada)","funders":"","keywords":"Pipeline (software); Computer science; Programming language","score_opus":0.06362118581550648,"score_gpt":0.2963525122302594,"score_spread":0.23273132641475291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412333196","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36031312,3.2669843e-7,0.0028864606,0.005209689,0.00024347998,0.00023516204,0.000002062981,0.00012303841,0.63098663],"genre_scores_gemma":[0.96744514,2.8694973e-7,0.00020051359,0.00615275,0.00073914183,0.000003717804,0.000027268234,0.00001202917,0.025419129],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991612,0.0000025307604,0.00017267329,0.00020522298,0.0003064464,0.00015195362],"domain_scores_gemma":[0.9989941,0.000008925443,0.00036874073,0.0003960558,0.00022926857,0.0000028700645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022151091,0.00011346289,0.000095820964,0.00027625536,0.00045137276,0.00046663644,0.00032889744,0.00010609932,0.0006252978],"category_scores_gemma":[0.00017928939,0.000105369414,0.000021305705,0.00037655843,0.00004724555,0.0018587016,0.00017844916,0.00019022662,0.0003990148],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038617116,0.00007436494,0.01699024,0.000017239003,0.000010312676,0.0000057030443,0.000012953399,0.00002769555,0.00042771472,0.88670945,0.0906632,0.0050224834],"study_design_scores_gemma":[0.002572454,0.000027309632,0.027197685,0.000078409845,0.00003414727,8.491711e-7,0.00041045906,0.017922562,0.0014040757,0.007202127,0.9425758,0.00057408924],"about_ca_topic_score_codex":0.0003139735,"about_ca_topic_score_gemma":0.000021867772,"teacher_disagreement_score":0.87950736,"about_ca_system_score_codex":0.000051444258,"about_ca_system_score_gemma":0.000022875207,"threshold_uncertainty_score":0.6846572},"labels":[],"label_agreement":null},{"id":"W4412754932","doi":"10.11159/iccste25.445","title":"Developing a Transnational Postgraduate Programme in Smart and Sustainable Cities through UK-Egypt Collaboration","year":2025,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Civil, Structural and Transportation Engineering","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.018632383198761142,"score_gpt":0.2214858062074323,"score_spread":0.20285342300867115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412754932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864989,0.0000065257427,0.0005740969,0.00991873,0.00013034006,0.00024309056,0.000009634914,0.000028008379,0.0025906777],"genre_scores_gemma":[0.99894917,0.000006066458,0.0005267955,0.00023259551,0.000025864552,0.000013138922,0.000024256899,0.000005699204,0.000216397],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992002,8.576886e-7,0.00023087357,0.00016877985,0.00025865636,0.00014060551],"domain_scores_gemma":[0.9993106,0.000014240309,0.00012775214,0.00002472203,0.0005169527,0.0000057167726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010804228,0.00012290901,0.00010888834,0.00022734387,0.00009253388,0.00018178349,0.00014773352,0.00006267993,0.000017372231],"category_scores_gemma":[0.00003295699,0.00010968438,0.000020273646,0.00046611685,0.00003860365,0.0010950307,0.000022807795,0.00015185343,9.070029e-8],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036568257,0.000004845524,0.047957025,0.00017105782,0.000023506993,4.517719e-7,0.00024239725,0.00045853728,0.0014098445,0.9495641,0.000011533752,0.00012014229],"study_design_scores_gemma":[0.0018097637,0.000020443502,0.7596875,0.00051772955,0.000057041056,0.0000018889829,0.007269586,0.057996783,0.0041661477,0.16634637,0.001707405,0.00041933588],"about_ca_topic_score_codex":0.00011168519,"about_ca_topic_score_gemma":0.00014240596,"teacher_disagreement_score":0.7832177,"about_ca_system_score_codex":0.000079367535,"about_ca_system_score_gemma":0.000039677052,"threshold_uncertainty_score":0.44727993},"labels":[],"label_agreement":null},{"id":"W4412841319","doi":"10.12681/eadd/59478","title":"Ανάπτυξη, εφαρμογή και αξιολόγηση προσωποκεντρικού εκπαιδευτικού προγράμματος για την αλλαγή της αυτοαντίληψης και της υιοθέτησης διευκολυντικών στάσεων για τη μάθηση, των εκπαιδευτικών πρωτοβάθμιας εκπαίδευσης","year":2025,"lang":"el","type":"dissertation","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology","score_opus":0.021833181392886983,"score_gpt":0.2331362564477813,"score_spread":0.21130307505489432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412841319","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19741839,0.0018297171,0.0053416695,0.010903684,0.018896831,0.009254662,0.0012084094,0.003822152,0.7513245],"genre_scores_gemma":[0.47340897,0.0014617583,0.0019560694,0.014713947,0.008469987,0.0005220023,0.013315062,0.0013754737,0.48477674],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9707612,0.0005489827,0.006923723,0.007726404,0.008032901,0.006006797],"domain_scores_gemma":[0.9787311,0.001111143,0.007242843,0.005940012,0.0062369346,0.0007379596],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0039471705,0.0069168317,0.005906461,0.007378618,0.004812504,0.0058197663,0.0077765738,0.008407207,0.022363918],"category_scores_gemma":[0.0017247617,0.007848992,0.0029634049,0.01212691,0.0007940114,0.010725899,0.0038318655,0.009433422,0.010216082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044378154,0.007824569,0.043420296,0.015509769,0.00737219,0.0015179595,0.0026605965,0.0031777616,0.0047236183,0.23170225,0.6462647,0.03138847],"study_design_scores_gemma":[0.014035637,0.00045228805,0.02171774,0.005381669,0.0062950794,0.00004917923,0.02122615,0.01512942,0.0022865527,0.0052531455,0.8952157,0.012957453],"about_ca_topic_score_codex":0.007826743,"about_ca_topic_score_gemma":0.0037652645,"teacher_disagreement_score":0.27599058,"about_ca_system_score_codex":0.0038591996,"about_ca_system_score_gemma":0.0027892233,"threshold_uncertainty_score":0.99996483},"labels":[],"label_agreement":null},{"id":"W4413483953","doi":"10.64628/aam.ekgvn3kja","title":"Canada is lagging in innovation, and that’s a problem for funding the programs we care about","year":2025,"lang":"en","type":"article","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Lagging; Business; Mathematics; Statistics","score_opus":0.03203931684919798,"score_gpt":0.2306819679279711,"score_spread":0.19864265107877313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413483953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6760139,0.00013297598,0.010459505,0.12243662,0.0004437399,0.0032544641,0.000016749575,0.00018200892,0.18706004],"genre_scores_gemma":[0.9828308,0.0000016596363,0.0003710248,0.011342693,0.00007198891,0.00003725492,0.000024359986,0.0000085091315,0.0053116735],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99923867,0.0000030201072,0.00017954137,0.00019051056,0.00018449545,0.00020377625],"domain_scores_gemma":[0.9995013,0.000026498963,0.00011997427,0.00011470012,0.00023430873,0.000003229163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019817529,0.0001043439,0.00009352336,0.00023366373,0.0002565685,0.0002617025,0.00015514015,0.00006430261,0.000032366275],"category_scores_gemma":[0.000022463171,0.000085558175,0.000011854898,0.0014901021,0.00002093179,0.00055665546,0.00013792186,0.00014523811,6.2259573e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014762007,0.000018027513,0.28040668,0.0004138287,0.000030101457,0.0000014135774,0.00027590716,0.000050489994,0.00003011551,0.6429432,0.049923524,0.025891963],"study_design_scores_gemma":[0.00093097496,0.0000036128617,0.012553629,0.0002500923,0.000028765784,2.1212787e-7,0.0117663555,0.004845198,0.0001003563,0.005843909,0.9634591,0.00021781436],"about_ca_topic_score_codex":0.16911556,"about_ca_topic_score_gemma":0.26029807,"teacher_disagreement_score":0.91353554,"about_ca_system_score_codex":0.00020472682,"about_ca_system_score_gemma":0.0001652012,"threshold_uncertainty_score":0.8364174},"labels":[],"label_agreement":null},{"id":"W4413522094","doi":"10.64628/aap.q9pejhsak","title":"L'IA profite d'une couverture partiale des médias","year":2023,"lang":"fr","type":"article","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Institut National de la Recherche Scientifique","funders":"","keywords":"Political science","score_opus":0.05041434981712469,"score_gpt":0.25847895342361216,"score_spread":0.20806460360648746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413522094","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52859277,0.0005199335,0.005631241,0.09380671,0.0041852193,0.0010432232,0.000055998225,0.0013744213,0.3647905],"genre_scores_gemma":[0.34204584,0.00008950472,0.0004488426,0.006037507,0.0015062534,0.000011238718,0.00009858451,0.00006339704,0.6496988],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978492,0.000021152533,0.00034929198,0.00045652856,0.0006180761,0.0007057177],"domain_scores_gemma":[0.9989102,0.000055361954,0.00024110379,0.00035867162,0.00039573316,0.000038965663],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004355367,0.00031983128,0.0002565922,0.0003387665,0.0004989356,0.00046046797,0.0003746349,0.00046861547,0.009080461],"category_scores_gemma":[0.00011500455,0.00034738192,0.00011144049,0.0037199534,0.00023347205,0.003183813,0.00047292712,0.0005079162,0.00807928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033944365,0.0001448272,0.07897401,0.00048597186,0.00011979009,0.000112925896,0.00012967603,0.00091252103,0.00045017592,0.12968868,0.78181726,0.0071301865],"study_design_scores_gemma":[0.0008554144,0.000015730635,0.028076204,0.00020864923,0.00014686915,0.0000014792031,0.001583991,0.027647313,0.00032473292,0.0042722872,0.9363456,0.00052175537],"about_ca_topic_score_codex":0.0012109304,"about_ca_topic_score_gemma":0.00025580756,"teacher_disagreement_score":0.28490832,"about_ca_system_score_codex":0.00020822053,"about_ca_system_score_gemma":0.00006624243,"threshold_uncertainty_score":0.99989784},"labels":[],"label_agreement":null},{"id":"W4413572029","doi":"10.64628/aam.yerrga5ke","title":"With campus co-operatives, universities could model new ways of living after COVID-19","year":2021,"lang":"en","type":"preprint","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Business; Virology; Medicine; Outbreak","score_opus":0.0484229375683901,"score_gpt":0.2458027316680839,"score_spread":0.1973797940996938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413572029","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2985861,0.000040122155,0.55015814,0.013953547,0.00016054495,0.0009409941,0.00008019642,0.00032558508,0.13575475],"genre_scores_gemma":[0.93981147,0.000008125202,0.0050377576,0.034702938,0.0003600555,0.000009182912,0.00014611616,0.000051462495,0.019872887],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99802685,0.0000171095,0.00031629193,0.0006141192,0.0007223616,0.0003032525],"domain_scores_gemma":[0.99840826,0.00009276453,0.00050317746,0.00052879256,0.00042207263,0.00004491556],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019087121,0.0004138981,0.00046070848,0.00041396054,0.00017855954,0.00040463224,0.00048907084,0.00058175536,0.0038007526],"category_scores_gemma":[0.000058741283,0.00040953403,0.00010888708,0.00039653658,0.00013795128,0.0015391079,0.0013165374,0.0010482676,0.000015206838],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031802355,0.00027572265,0.036780093,0.0020496808,0.0007558854,0.00047873147,0.0031183346,0.7117168,0.00019011632,0.109271266,0.13494395,0.00010143967],"study_design_scores_gemma":[0.003534723,0.00008314048,0.0026497468,0.004218584,0.0014519731,0.000015954387,0.08324558,0.79521793,0.00048511385,0.003897902,0.10020451,0.00499485],"about_ca_topic_score_codex":0.0030657034,"about_ca_topic_score_gemma":0.00034528458,"teacher_disagreement_score":0.64122534,"about_ca_system_score_codex":0.0005925741,"about_ca_system_score_gemma":0.0015844672,"threshold_uncertainty_score":0.99983567},"labels":[],"label_agreement":null},{"id":"W4414398298","doi":"10.1002/jsc.70021","title":"Setting the Record Straight: The Intellectual Legacy of H. Igor Ansoff (1918–2002)","year":2025,"lang":"en","type":"article","venue":"Strategic Change","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Università Bocconi; Liverpool John Moores University; Aalto-Yliopisto; Anderson School of Management, University of California, Los Angeles; University of Twente; Universiteit Leiden; University of Bath; St Mary's University; McGill University; University of New South Wales; Universität St. Gallen; Carnegie Mellon University; Oklahoma State University; York University; Vanderbilt University; Università di Pisa; Brown University","keywords":"Surprise; Scopus; Metadata; Citation; Resource (disambiguation); Historiography; Annotated bibliography; Web of science; Web site","score_opus":0.07175146608237712,"score_gpt":0.2520457358334144,"score_spread":0.18029426975103727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414398298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52743894,0.00008660367,0.00055968045,0.013766379,0.00071514846,0.0006522292,0.000013787547,0.000096426396,0.4566708],"genre_scores_gemma":[0.9919713,0.000009540863,0.00003871554,0.0028398656,0.00076578296,0.000014452335,0.000013395322,0.000012650782,0.004334308],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998912,0.000023935552,0.0002727027,0.0002293663,0.00029992114,0.00026211826],"domain_scores_gemma":[0.9990723,0.00014283841,0.00026240875,0.00034733096,0.00016871735,0.0000063641455],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044357203,0.00017406406,0.00015577627,0.00017032739,0.0003537202,0.0002788603,0.0005605207,0.00012334221,0.0016786089],"category_scores_gemma":[0.00006808265,0.000114199975,0.000074394346,0.001205392,0.00012765202,0.00087104365,0.00022343942,0.00043337414,0.00006568264],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012536783,0.00019229089,0.0041314014,0.0003325459,0.00023944562,0.000015050186,0.0021509335,0.00007546775,0.0009479442,0.9002273,0.056109898,0.035452362],"study_design_scores_gemma":[0.0028220844,0.000103358274,0.014805587,0.00066048827,0.00055771676,0.0000057841694,0.10154699,0.031729095,0.0010281306,0.052359514,0.7931414,0.0012398487],"about_ca_topic_score_codex":0.00063592085,"about_ca_topic_score_gemma":0.00029774065,"teacher_disagreement_score":0.8478678,"about_ca_system_score_codex":0.000053303178,"about_ca_system_score_gemma":0.000050421997,"threshold_uncertainty_score":0.999234},"labels":[],"label_agreement":null},{"id":"W4414550115","doi":"10.1007/978-3-032-01995-0_1","title":"WhatsApp and Multilateral Diplomacy: An Introduction","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Foundation (evidence); Focus (optics); Instant messaging; Conceptual framework; Core (optical fiber)","score_opus":0.018153615272672743,"score_gpt":0.21788299373272318,"score_spread":0.19972937846005046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414550115","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024231395,0.000013476998,0.0006937602,0.0035573642,0.00048781242,0.00028586033,0.000007636582,0.00024346788,0.99228746],"genre_scores_gemma":[0.016621878,0.000008960453,0.00031279604,0.0023841416,0.0028579652,0.0000017659364,0.00022517834,0.00003569314,0.97755164],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885327,0.000002059941,0.00022592933,0.00048620545,0.00027590955,0.0001566433],"domain_scores_gemma":[0.99927914,0.000007860321,0.00021895426,0.00030224165,0.0001803695,0.000011422884],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011231892,0.00028374122,0.00022667157,0.00040724364,0.00015452394,0.00036661568,0.00016819948,0.00041627508,0.0031380376],"category_scores_gemma":[0.000010143472,0.0002952532,0.000044188295,0.00007921466,0.000052477968,0.0020074092,0.00028546964,0.00044206672,0.00014618378],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025392665,0.00001718049,0.00023600858,0.000076376375,0.000049784034,0.000005784856,0.000007696973,0.000014380395,0.000040038027,0.941979,0.05108892,0.006459444],"study_design_scores_gemma":[0.00035419594,0.000007071826,0.00022524643,0.000045224555,0.000106868116,0.000001077214,0.000038115508,0.0031097943,0.000010442279,0.015054264,0.9806943,0.0003533915],"about_ca_topic_score_codex":0.000058681766,"about_ca_topic_score_gemma":0.000025602925,"teacher_disagreement_score":0.92960536,"about_ca_system_score_codex":0.00008368892,"about_ca_system_score_gemma":0.000017877599,"threshold_uncertainty_score":0.99994993},"labels":[],"label_agreement":null},{"id":"W4414920731","doi":"10.5539/hes.v15n4p298","title":"The Impact of Industry-University-Research Institute Cooperation on the Innovation Capability of Chinese University Faculty","year":2025,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Intellectual property; Thematic analysis; Resource (disambiguation); Higher education; Mechanism (biology); University faculty; Empirical research; Faculty development","score_opus":0.11165202910165947,"score_gpt":0.37715344168733306,"score_spread":0.2655014125856736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414920731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96875656,0.000019440426,0.000045511002,0.00838733,0.0004160578,0.00032796795,0.0000126970435,0.000018053835,0.022016382],"genre_scores_gemma":[0.98684573,0.000011939296,0.000012252603,0.0001706035,0.00011134679,0.0000016933026,0.000025795329,0.0000039577476,0.012816697],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990263,0.00007387624,0.00021918917,0.00019297558,0.0003449999,0.00014265634],"domain_scores_gemma":[0.9958994,0.00022061987,0.00030344544,0.0003232823,0.0032477106,0.0000055523365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080160046,0.00012476946,0.00015740644,0.00047529567,0.00088358764,0.000047667276,0.00035584002,0.00014100096,0.000074995674],"category_scores_gemma":[0.0002572551,0.00008208955,0.000053055617,0.004698598,0.0004488616,0.0007789474,0.00024391273,0.00047752177,0.000009685275],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000118388154,0.00027675944,0.17301211,0.00005079043,0.00022285653,2.3795121e-7,0.00023112119,0.00073008676,0.00040600158,0.78449935,0.040100936,0.00035137392],"study_design_scores_gemma":[0.00058679836,0.000030115214,0.8481115,0.00010166715,0.00005191108,8.061803e-8,0.014408922,0.00017550563,0.00016421008,0.005597727,0.13061742,0.00015414372],"about_ca_topic_score_codex":0.0012474047,"about_ca_topic_score_gemma":0.00007271405,"teacher_disagreement_score":0.77890164,"about_ca_system_score_codex":0.00050403917,"about_ca_system_score_gemma":0.00034422206,"threshold_uncertainty_score":0.6795931},"labels":[],"label_agreement":null},{"id":"W4415021029","doi":"10.18523/3041-1718.2025.2.s.92-101","title":"Modeling Digital Paradiplomacy in the Global Space. A Strategy for Neutralizing Information Threats","year":2025,"lang":"en","type":"article","venue":"Empirio.","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Disinformation; Context (archaeology); Digital transformation; State (computer science); Digital Revolution; International relations; International security; Democracy","score_opus":0.049971951072380956,"score_gpt":0.2943559382266029,"score_spread":0.24438398715422194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415021029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8202109,0.00001865128,0.05164406,0.008324559,0.00015804186,0.00063139526,0.000020619398,0.00009472593,0.11889706],"genre_scores_gemma":[0.9962339,0.0000010604817,0.000074245756,0.0032962186,0.00012782746,0.000013849971,0.00006979978,0.0000043638443,0.00017874184],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992222,0.0000042610927,0.00023098898,0.00012994323,0.0001997804,0.00021280677],"domain_scores_gemma":[0.9996276,0.00002256003,0.00008955181,0.00015907806,0.00009643841,0.000004800578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001966987,0.00012266444,0.000103115075,0.00015159737,0.00023669354,0.00064515776,0.00025836233,0.00009629926,0.000009745973],"category_scores_gemma":[0.000039934876,0.000107445616,0.00004922716,0.0007711395,0.00001655219,0.004313088,0.0001064556,0.00014724207,0.000023075105],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008513629,0.00008008814,0.06369824,0.00011062338,0.00003278287,0.0000031005616,0.00025769303,0.10477518,0.000003836187,0.8193062,0.004290976,0.0073561594],"study_design_scores_gemma":[0.0020730083,0.0000149562,0.009382493,0.000120710414,0.000056297842,0.000001394203,0.0040063066,0.7250925,0.000007872216,0.15658039,0.1023018,0.00036231795],"about_ca_topic_score_codex":0.00015100485,"about_ca_topic_score_gemma":0.000084458574,"teacher_disagreement_score":0.6627258,"about_ca_system_score_codex":0.000121680554,"about_ca_system_score_gemma":0.000047075842,"threshold_uncertainty_score":0.6221271},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.020820832259575504,"score_gpt":0.22520834930571093,"score_spread":0.20438751704613542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415387026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98343724,0.000029951307,0.0014161607,0.011197663,0.00026990482,0.00022193491,0.000003542032,0.000013814897,0.003409769],"genre_scores_gemma":[0.9988574,0.000009128452,0.00032328637,0.00037171156,0.000020073498,0.0000021992246,0.0000015549234,0.0000036623264,0.00041098762],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99925804,0.000010049714,0.0004289378,0.00014100639,0.00005589852,0.00010605192],"domain_scores_gemma":[0.99854124,0.00008361169,0.0007145602,0.00041825237,0.0002398036,0.0000025266697],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015879511,0.0000782673,0.00016002422,0.0010460365,0.0005781375,0.000085016516,0.0006489556,0.00011994318,0.0000059957297],"category_scores_gemma":[0.00028937566,0.000055368815,0.00001995345,0.0037137622,0.002771783,0.0004748854,0.00077135465,0.00030797275,3.3912403e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021699128,0.000014457771,0.008598475,0.000018375584,0.000018502744,5.7049045e-9,0.00005278513,0.00024377667,0.0015399695,0.9847921,0.00035681017,0.0043430096],"study_design_scores_gemma":[0.0028923715,0.000017036748,0.016211938,0.00016655674,0.00008386694,0.000002010406,0.014619918,0.027948905,0.009612255,0.896424,0.03180272,0.00021842563],"about_ca_topic_score_codex":0.0002563852,"about_ca_topic_score_gemma":0.0001349763,"teacher_disagreement_score":0.08836814,"about_ca_system_score_codex":0.00009140016,"about_ca_system_score_gemma":0.00017082572,"threshold_uncertainty_score":0.9999421},"labels":[],"label_agreement":null},{"id":"W4416145957","doi":"10.1515/zfw-2025-0063","title":"The city as campus: regional organization of research universities","year":2025,"lang":"en","type":"article","venue":"ZFW – Advances in Economic Geography","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Metropolitan area; Competition (biology); Economies of agglomeration; Scale (ratio); Economies of scale; Regional innovation system; Shift-share analysis","score_opus":0.014177548799718493,"score_gpt":0.25935426606025036,"score_spread":0.24517671726053186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416145957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8778458,0.00016050006,0.00021041,0.001780255,0.00031345655,0.00016711155,0.0000037987072,0.000031529195,0.11948714],"genre_scores_gemma":[0.997798,0.00025641645,0.000055115914,0.00031713257,0.00009308102,0.0000021319604,0.000016148158,0.000006412828,0.0014555393],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992212,0.000018764671,0.00020605748,0.0002029484,0.00015682382,0.00019417991],"domain_scores_gemma":[0.9992378,0.000143254,0.00017842493,0.0002082795,0.00022709358,0.000005181651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049697934,0.00008540254,0.000109508794,0.0007702822,0.00033954554,0.00008568952,0.00039942103,0.00008345033,0.00014564458],"category_scores_gemma":[0.00004187829,0.00008520196,0.000036799527,0.0014076023,0.00030753834,0.0014864609,0.0002293768,0.00023682608,0.000023201888],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026174803,0.000023124556,0.5652831,0.000029114746,0.000020122487,8.4271886e-7,0.000027832091,0.0017803707,0.0000059779077,0.43058458,0.0009149372,0.0013037852],"study_design_scores_gemma":[0.0010652465,0.00001242552,0.13161243,0.0001251214,0.00002197374,5.2580117e-7,0.015241071,0.0012175625,0.00014567388,0.097971894,0.75234,0.0002460354],"about_ca_topic_score_codex":0.0003973684,"about_ca_topic_score_gemma":0.00021935464,"teacher_disagreement_score":0.7514251,"about_ca_system_score_codex":0.00017868709,"about_ca_system_score_gemma":0.00008683024,"threshold_uncertainty_score":0.34744352},"labels":[],"label_agreement":null},{"id":"W4416854384","doi":"10.1038/s44358-025-00114-0","title":"Evolutionary innovation, enablers and the origin of C4 plants","year":2025,"lang":"en","type":"article","venue":"Nature Reviews Biodiversity","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Identification (biology); Ectotherm; Biological evolution; Adaptability; Selection (genetic algorithm)","score_opus":0.025742063342695555,"score_gpt":0.24119788079955812,"score_spread":0.21545581745686257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416854384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7846294,0.016025556,0.0013027536,0.035367694,0.0018379651,0.0030557232,0.00017241623,0.00019320907,0.1574153],"genre_scores_gemma":[0.9656678,0.0023842675,0.00059806526,0.027891982,0.00027405735,0.0000056823055,0.0001782325,0.000006340646,0.0029935688],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917877,0.000026330046,0.00024714798,0.00019671212,0.00023231475,0.00011870882],"domain_scores_gemma":[0.9991102,0.00004517042,0.0003519226,0.00020638917,0.00028197234,0.0000043501987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067074306,0.00012310396,0.0002504147,0.00032289705,0.00028650044,0.000040461793,0.00028523104,0.000251378,0.00011369434],"category_scores_gemma":[0.0001901003,0.00009089155,0.000053018746,0.0016888202,0.00017556555,0.0005897005,0.00029954198,0.000496892,0.000040053066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015814729,0.00005015106,0.16240266,0.00038622046,0.00007825808,0.000002224737,0.0000337189,0.0000068350514,0.00006141971,0.365157,0.46812862,0.0035347529],"study_design_scores_gemma":[0.0010398515,0.0000016661061,0.01878863,0.0001034887,0.00008131278,4.480567e-7,0.00013416682,0.000115526134,0.000024052384,0.002004338,0.9776061,0.00010038645],"about_ca_topic_score_codex":0.00011757168,"about_ca_topic_score_gemma":0.000006095311,"teacher_disagreement_score":0.5094775,"about_ca_system_score_codex":0.00007167119,"about_ca_system_score_gemma":0.000031455682,"threshold_uncertainty_score":0.37064502},"labels":[],"label_agreement":null},{"id":"W47859468","doi":"10.1007/978-3-319-04108-7_2","title":"The Changing Role of Science, Technology and Innovation Policy in Building Systems of Innovation: The Case of Mexico","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Development Research Centre","funders":"","keywords":"Technology innovation; Business; Regional science; Political science; Industrial organization; Sociology","score_opus":0.018051248875407495,"score_gpt":0.23133844721866537,"score_spread":0.21328719834325788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W47859468","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44519255,0.000086151376,0.0039661992,0.0020681596,0.00021223887,0.00082007947,0.000009718319,0.0000467715,0.5475981],"genre_scores_gemma":[0.9875838,0.0000045813244,0.00006848316,0.00013260034,0.00015282466,0.0000034266438,0.0000043284103,0.000015724014,0.012034231],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99844784,0.0000044393787,0.0007804512,0.00021329748,0.00036556256,0.00018844027],"domain_scores_gemma":[0.9965011,0.00006138537,0.0017321928,0.0003499773,0.001352816,0.000002548191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017713369,0.00016398077,0.00027783823,0.010164394,0.00027162657,0.000064591484,0.00040702953,0.00026432215,0.0000116938845],"category_scores_gemma":[0.00024688034,0.00011783653,0.000016763363,0.010705673,0.00085434393,0.0004101195,0.0005081575,0.00030814687,7.681535e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062986287,0.0000056123044,0.0010532034,0.00010467008,0.000018175315,0.000001892088,0.000039118022,0.000120274264,0.002335053,0.99302053,0.00003734549,0.003257816],"study_design_scores_gemma":[0.0029332144,0.00012827644,0.0006711263,0.0030205653,0.00026841045,0.00017799082,0.028864296,0.08209292,0.014178274,0.5429636,0.32307085,0.0016304554],"about_ca_topic_score_codex":0.00041993207,"about_ca_topic_score_gemma":0.000026323394,"teacher_disagreement_score":0.54239124,"about_ca_system_score_codex":0.00009169919,"about_ca_system_score_gemma":0.00010299247,"threshold_uncertainty_score":0.9069583},"labels":[],"label_agreement":null},{"id":"W53709403","doi":"","title":"TIM Lecture Series: Ecosystem Approach to the Commercialization of Technology Products and Services","year":2008,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Commercialization; Series (stratigraphy); Computer science; Business; Marketing; Geology","score_opus":0.019878917454742188,"score_gpt":0.20037341046154195,"score_spread":0.18049449300679976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W53709403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91601366,0.0001209412,0.019058112,0.029180452,0.00014102578,0.002536027,0.000015563723,0.00024158627,0.032692604],"genre_scores_gemma":[0.9936283,0.0000046186415,0.00026290255,0.003151673,0.00041989435,0.000033509838,0.00004691585,0.000045607154,0.0024065773],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855065,0.00003651955,0.00031919405,0.00041205846,0.00041594575,0.00026561445],"domain_scores_gemma":[0.9982343,0.000024768904,0.00045174835,0.0006997296,0.0005767337,0.000012745914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004265784,0.00024062485,0.0003000579,0.00027932273,0.00087913556,0.00028866573,0.0014186236,0.00021063662,0.000024036799],"category_scores_gemma":[0.000048251706,0.00016521789,0.000024409295,0.0036525892,0.00015165033,0.0007801314,0.0013894767,0.0002282774,0.00002804217],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027375896,0.00238934,0.2714544,0.008509026,0.0011174309,0.00005140739,0.027604798,0.3478705,0.0068201753,0.108974904,0.17343783,0.049032588],"study_design_scores_gemma":[0.00043271578,0.000008493764,0.0067603816,0.00008535602,0.000054698987,0.000039019917,0.003263717,0.005255931,0.00009325032,0.00009732512,0.9836637,0.000245424],"about_ca_topic_score_codex":0.00048836897,"about_ca_topic_score_gemma":0.00015993304,"teacher_disagreement_score":0.81022584,"about_ca_system_score_codex":0.000045595487,"about_ca_system_score_gemma":0.000035890745,"threshold_uncertainty_score":0.67616886},"labels":[],"label_agreement":null},{"id":"W590924671","doi":"10.1007/978-1-4615-0845-8","title":"Institutions and Systems in the Geography of Innovation","year":2002,"lang":"en","type":"book","venue":"Economics of science, technology and innovation","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":105,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Université de Lyon; Centre National de la Recherche Scientifique; Industry Canada","keywords":"Economic geography; Geography; Human geography; Regional science","score_opus":0.029253635464167326,"score_gpt":0.21327593164330974,"score_spread":0.18402229617914242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W590924671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76780635,0.000059412407,0.00019520827,0.0010691708,0.00019376962,0.00035597564,0.00001332987,0.00002549398,0.2302813],"genre_scores_gemma":[0.99721414,0.0000693734,0.000113123926,0.00031705818,0.00007207078,0.000008328452,0.000045006826,0.000007098255,0.002153827],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987881,0.0000025280358,0.00066103693,0.0002693932,0.00014404872,0.00013486316],"domain_scores_gemma":[0.99797046,0.000017755658,0.0011569366,0.00023051404,0.00062232267,0.0000020131067],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0010979448,0.00013374565,0.00022553882,0.013511643,0.00021617026,0.00007712181,0.00039053528,0.00043471303,0.0000074693467],"category_scores_gemma":[0.000111400615,0.00012925723,0.000010232101,0.011051798,0.002086638,0.0014146777,0.00018612006,0.0003992805,0.0000016564185],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028516886,0.000022038997,0.014194384,0.00006622359,0.000008064426,2.3005788e-7,0.000014043432,0.000081649305,0.000112653535,0.9835353,0.000600205,0.0013623732],"study_design_scores_gemma":[0.0017122722,0.00011100972,0.030202217,0.00056709116,0.00010245075,0.000017700635,0.0016895582,0.013843433,0.00025997823,0.4792672,0.47134647,0.0008806044],"about_ca_topic_score_codex":0.000019717494,"about_ca_topic_score_gemma":0.0000034228667,"teacher_disagreement_score":0.50426805,"about_ca_system_score_codex":0.00007713279,"about_ca_system_score_gemma":0.00013523865,"threshold_uncertainty_score":0.99766934},"labels":[],"label_agreement":null},{"id":"W595166807","doi":"10.71781/19489","title":"L'innovation au secours de la compétitivité chilienne","year":2007,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","score_opus":0.028690757151118688,"score_gpt":0.2933421440205054,"score_spread":0.2646513868693867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W595166807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5828318,0.000019220864,0.0014712743,0.0005661726,0.0006681391,0.0005714758,0.00003517646,0.000006080685,0.41383067],"genre_scores_gemma":[0.8826115,0.0000064764745,0.003389853,0.00082798896,0.0012503467,0.000011036819,0.003751267,0.00008637849,0.10806511],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99720865,0.000059339032,0.0007101565,0.000699128,0.00065184117,0.0006708877],"domain_scores_gemma":[0.99738973,0.00014572189,0.0012897014,0.00038325688,0.0007574604,0.000034118257],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023782721,0.0005101506,0.00045640164,0.0009044184,0.00066665304,0.0015198622,0.0010142187,0.0012023725,0.012617596],"category_scores_gemma":[0.00022412727,0.0006516164,0.0000938764,0.002465455,0.00014269554,0.0032129611,0.00039063435,0.0012583943,0.0015956134],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008315891,0.0022777456,0.2894658,0.000947787,0.0007883573,0.00038074027,0.00469514,0.0029200716,0.009617544,0.20277473,0.020733535,0.46456695],"study_design_scores_gemma":[0.0025283983,0.000037216974,0.14739844,0.0011101211,0.0004871481,0.000012403801,0.012057508,0.0056443396,0.0041008233,0.0013043241,0.8238807,0.0014385849],"about_ca_topic_score_codex":0.0021498704,"about_ca_topic_score_gemma":0.0014834565,"teacher_disagreement_score":0.80314714,"about_ca_system_score_codex":0.00093391613,"about_ca_system_score_gemma":0.0004953343,"threshold_uncertainty_score":0.9995935},"labels":[],"label_agreement":null},{"id":"W6886086265","doi":"10.14288/1.0357438","title":"Universities and the \"Innovation Economy\"","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Control (management)","score_opus":0.03187517985727559,"score_gpt":0.23505577406489872,"score_spread":0.20318059420762313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6886086265","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014551477,0.0000011855359,0.0006094895,0.008322685,0.0001533479,0.00030268182,0.0000033250349,0.000022420247,0.9760334],"genre_scores_gemma":[0.5366195,0.0000017802636,0.000083712024,0.0017321977,0.00022550895,0.00001003327,0.0000064577703,0.0000068673335,0.46131396],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996262,0.0000054053667,0.000091723894,0.00012558245,0.00006674098,0.00008430414],"domain_scores_gemma":[0.9993215,0.000023074614,0.00022895721,0.0002550543,0.00016813532,0.000003257438],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00025079114,0.00006420306,0.000081534614,0.00009219094,0.007885004,0.0061061163,0.00043901132,0.00005056303,0.00062620244],"category_scores_gemma":[0.00003955223,0.00005612258,0.000014934298,0.00043778814,0.00016017798,0.003145135,0.0005786131,0.00012791036,0.000017710017],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052402254,0.000015327683,0.0007106908,0.000004918739,0.000032431803,9.908779e-7,0.000031322,0.000037423804,0.0000036413987,0.7701619,0.2287301,0.00021885723],"study_design_scores_gemma":[0.002611347,0.0000042747656,0.0021688817,0.000012671763,0.000052989184,0.0000018752354,0.0031157893,0.0058218506,0.000015312813,0.04573602,0.9403047,0.000154291],"about_ca_topic_score_codex":0.008419775,"about_ca_topic_score_gemma":0.0005929793,"teacher_disagreement_score":0.72442585,"about_ca_system_score_codex":0.00007411165,"about_ca_system_score_gemma":0.00004705365,"threshold_uncertainty_score":0.99818325},"labels":[],"label_agreement":null},{"id":"W6926518575","doi":"10.25549/webster-c100-88876","title":"Operations valley bureau, West valley area, activities reports, 1991-10/1992-01","year":2021,"lang":"en","type":"dataset","venue":"University of Southern California Digital Library","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Commission; Training (meteorology); Software deployment; Period (music); Administration (probate law); Quarter (Canadian coin)","score_opus":0.015577650471642175,"score_gpt":0.17768966766554556,"score_spread":0.1621120171939034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6926518575","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036968093,0.000036980706,0.00010931449,0.00080305117,0.00012569988,0.00028279546,0.9736991,0.00020006628,0.021046164],"genre_scores_gemma":[0.0026980652,0.000030087818,0.00011076379,0.0005617939,0.00046316345,6.0120396e-7,0.98058146,0.00006146947,0.015492569],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99765295,0.000021654392,0.0004529409,0.0007069049,0.0007744709,0.00039110763],"domain_scores_gemma":[0.9982457,0.00005654576,0.00069181516,0.0008058994,0.00013705829,0.000062991065],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000098471246,0.0005297895,0.0005964791,0.00055219675,0.00045156648,0.0010830214,0.0007751118,0.0006791,0.01914889],"category_scores_gemma":[0.000059980903,0.0006249344,0.0003306405,0.0007286307,0.0002552934,0.0043372326,0.0014201747,0.0007256738,0.0029887492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079043486,0.000299692,0.0011217835,0.00021512948,0.0002269277,0.00058694574,0.000018015184,0.00033316392,0.000005112472,0.00011021603,0.9969033,0.000100646015],"study_design_scores_gemma":[0.0003985251,0.000011115958,0.0000143792395,0.000224199,0.00022030159,0.000012323263,0.0038263004,0.00013560464,0.000004216212,0.00019527218,0.99433774,0.00062000065],"about_ca_topic_score_codex":0.0015492744,"about_ca_topic_score_gemma":0.00018380588,"teacher_disagreement_score":0.016160142,"about_ca_system_score_codex":0.00011652374,"about_ca_system_score_gemma":0.00022746163,"threshold_uncertainty_score":0.9999539},"labels":[],"label_agreement":null},{"id":"W6929636876","doi":"10.48660/22100123","title":"Session 2 - Youssef Mousaaid","year":2022,"lang":"en","type":"other","venue":"PIRSA","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Session (web analytics); Term (time); George (robot)","score_opus":0.02139769298692673,"score_gpt":0.21981965652341917,"score_spread":0.19842196353649244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6929636876","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005933275,0.00003927076,0.00020726223,0.00072071305,0.00068771886,0.00024502058,0.00002897507,0.00049439014,0.99698335],"genre_scores_gemma":[0.005122203,0.000008291787,0.00011435723,0.0033814555,0.0021941136,0.0000105992485,0.00034533898,0.00035324236,0.9884704],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987098,0.000007762578,0.00015121323,0.0003463991,0.000558099,0.00022672188],"domain_scores_gemma":[0.9992004,0.000007909353,0.00038977602,0.00036090662,0.000032089913,0.000008933598],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012057412,0.00023733378,0.00021004376,0.000489972,0.00015797677,0.00012174186,0.00040674285,0.00030192046,0.13965467],"category_scores_gemma":[0.000019386378,0.0002536195,0.00006545694,0.00053784467,0.000024397848,0.0003370574,0.00055621547,0.00053100515,0.0015069811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060177795,0.00005509045,0.0024321561,0.00008012568,0.00003186835,0.000022794837,0.000008413133,0.000021855762,0.000020667725,0.011310539,0.9851019,0.0009085822],"study_design_scores_gemma":[0.00029809514,0.0000032810017,0.00010735347,0.00004196804,0.00004988713,6.0996905e-7,0.00015094726,0.00020430943,0.0000021744245,0.00024123647,0.9986061,0.0002940315],"about_ca_topic_score_codex":0.00057675247,"about_ca_topic_score_gemma":0.000047201254,"teacher_disagreement_score":0.1381477,"about_ca_system_score_codex":0.0001607836,"about_ca_system_score_gemma":0.000025042542,"threshold_uncertainty_score":0.9999916},"labels":[],"label_agreement":null},{"id":"W6958789064","doi":"10.6084/m9.figshare.26754160","title":"Additional file 3 of Detection and evaluation of parameters influencing the identification of heterozygous-enriched regions in Holstein cattle based on SNP chip or whole-genome sequence data","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Holstein Cattle; Identification (biology); Sequence (biology); SNP; Dairy cattle; Pattern recognition (psychology)","score_opus":0.1645724147469759,"score_gpt":0.2909283142459737,"score_spread":0.1263558994989978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958789064","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05696315,0.000009659814,0.000032676857,0.00013785335,0.000028546096,0.00038758718,0.94214344,0.000021321457,0.00027578644],"genre_scores_gemma":[0.69030553,1.30475e-7,0.00003195592,0.000059632683,0.000026914744,0.00006308955,0.30945918,0.000006628451,0.000046945548],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989472,0.000030071495,0.00028617866,0.0002103636,0.0004531712,0.00007299657],"domain_scores_gemma":[0.9986564,0.0004144204,0.00038200128,0.00031838394,0.00022417911,0.0000046450464],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002661234,0.0000782564,0.00009120718,0.00026410673,0.000049992446,0.0000563418,0.00022394153,0.000069551206,0.15214677],"category_scores_gemma":[0.001932813,0.00006774135,0.000020909238,0.0007776238,0.000021133754,0.0008084098,0.00010298581,0.0001375304,0.000033394743],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013460245,0.00018954031,0.00010632581,0.0018804008,0.000086292835,0.0000052850824,0.00025630125,0.048021663,0.053515166,0.00013444586,0.8874928,0.008177172],"study_design_scores_gemma":[0.00044377887,0.000031996395,0.02587433,0.0031053843,0.00007504407,0.0000014838156,0.0004327041,0.92489773,0.0011610404,0.00020435301,0.043578226,0.00019393528],"about_ca_topic_score_codex":0.000051251096,"about_ca_topic_score_gemma":0.00006228902,"teacher_disagreement_score":0.87687606,"about_ca_system_score_codex":0.00008428272,"about_ca_system_score_gemma":0.00008655227,"threshold_uncertainty_score":0.8486283},"labels":[],"label_agreement":null},{"id":"W6963828932","doi":"10.22070/rsci.2024.18091.1686","title":"Mapping Knowledge Structure of Science, Technology and Innovation Policy Making Studies: A Co-Occurrence Analysis","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social network analysis; Sustainability; Field (mathematics); Product (mathematics); Bibliometrics; Innovation management; Big data; Product innovation; Population","score_opus":0.21053613951378594,"score_gpt":0.516970886917626,"score_spread":0.30643474740384014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6963828932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882703,0.002399291,0.0019749408,0.00045175795,0.0003072836,0.00026414875,0.000060696784,0.000065378095,0.0062062247],"genre_scores_gemma":[0.9990195,0.00024694757,0.00016839177,0.00021316567,0.00020187443,0.0000032292412,0.000014670307,0.0000139480835,0.00011826834],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978355,0.000020184365,0.00072611996,0.00047200764,0.00065172446,0.0002944304],"domain_scores_gemma":[0.99733514,0.00009146127,0.000986382,0.00029816583,0.0012719891,0.000016870505],"candidate_categories":["bibliometrics","scholarly_communication"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0011416945,0.00023229349,0.0005683659,0.02778286,0.0004337815,0.0013898612,0.0015974047,0.00014632817,0.0007367806],"category_scores_gemma":[0.00060961634,0.00022104521,0.00006702487,0.06282342,0.0006890844,0.00613074,0.0016742293,0.00048373675,0.000003150207],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003336878,0.00009395187,0.7376846,0.00085211924,0.0012254071,0.000016276234,0.0006329395,0.0005356413,0.11705812,0.11320303,0.0068407855,0.02182378],"study_design_scores_gemma":[0.001739888,0.000019383708,0.62575585,0.00553633,0.0020188978,0.000022417567,0.014398393,0.023890413,0.028058363,0.1770953,0.1190448,0.0024199567],"about_ca_topic_score_codex":0.00008058441,"about_ca_topic_score_gemma":0.000014073894,"teacher_disagreement_score":0.11220402,"about_ca_system_score_codex":0.0002286812,"about_ca_system_score_gemma":0.0002547726,"threshold_uncertainty_score":0.9996468},"labels":[],"label_agreement":null},{"id":"W6978147214","doi":"10.6084/m9.figshare.c.6661354.v1","title":"Spatio-temporal dynamic of the COVID-19 epidemic and the impact of imported cases in Rwanda","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Outbreak; Public health; Preparedness; Enforcement; Pandemic; Coronavirus disease 2019 (COVID-19); Public health surveillance; China; Disease control","score_opus":0.05540884406298605,"score_gpt":0.2864708915680837,"score_spread":0.23106204750509765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6978147214","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09147026,0.0007864647,0.000018487028,0.005536294,0.0005639386,0.0074219313,0.5795109,0.0009505302,0.31374115],"genre_scores_gemma":[0.93803626,0.00000947005,0.0000048497204,0.0006828364,0.00018300378,0.000031431788,0.020872595,0.0002740602,0.039905507],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990965,0.00002730754,0.00028518648,0.00018658295,0.00026574795,0.00013865139],"domain_scores_gemma":[0.99837595,0.00020298165,0.0010410092,0.00030726512,0.00006318021,0.000009612758],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001863201,0.00018279771,0.00031183535,0.0002900903,0.000048939775,0.000030501427,0.0003331115,0.00024689286,0.05158205],"category_scores_gemma":[0.0016917773,0.00011520807,0.00011570463,0.00076463073,0.000048511993,0.00016860232,0.0003231454,0.00028831395,0.000042743697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004120456,0.000016738355,0.036989,0.00042866325,0.00007040152,0.00001239696,0.000028510744,0.00024622708,0.0000014166975,0.00016209262,0.96190274,0.00010062938],"study_design_scores_gemma":[0.007936083,0.000033669206,0.122097544,0.008264247,0.00023666749,0.000014359314,0.00071766047,0.02438765,0.0000065045247,0.0013628175,0.8338965,0.0010462914],"about_ca_topic_score_codex":0.010235029,"about_ca_topic_score_gemma":0.0061308336,"teacher_disagreement_score":0.84656596,"about_ca_system_score_codex":0.00013623251,"about_ca_system_score_gemma":0.00014055429,"threshold_uncertainty_score":0.9963559},"labels":[],"label_agreement":null},{"id":"W6992459944","doi":"","title":"Mapping the Innovation Ecosystems for the Deployment of Small Modular Reactors in Canada and Mexico: An Innovation Policy Approach Through Strategic Niche Management and Social Network Analysis.","year":2023,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Space Agency; Canadian Nuclear Safety Commission; U.S. Department of Energy; Canada's Oil Sands Innovation Alliance; CANDU Owners Group; Energy Council of Canada; Canadian Electricity Association; Canadian Nuclear Laboratories; Consejo Nacional de Ciencia y Tecnología; Crown-Indigenous Relations and Northern Affairs Canada; Comissão Nacional de Energia Nuclear; Comisión Nacional de Energía Atómica, Gobierno de Argentina; Ministère de la Défense Nationale; Centro Nacional de Investigaciones Cardiovasculares","keywords":"Software deployment; Modular design; Corporate governance; Resource (disambiguation); Modularity (biology); Industrial ecology; Sustainability; Industrial symbiosis; Resource efficiency","score_opus":0.033926114464687296,"score_gpt":0.19218316282990164,"score_spread":0.15825704836521434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992459944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99392766,0.000018408482,0.001953318,0.0009169967,0.000112863956,0.0009055163,0.00009351543,0.000049010778,0.002022732],"genre_scores_gemma":[0.99354887,0.00003574882,0.00067275617,0.00020465585,0.00012990712,7.314333e-7,0.002323656,0.000029802586,0.0030538545],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9984576,0.000053884767,0.00035328863,0.0004548131,0.00039833074,0.00028207843],"domain_scores_gemma":[0.99827474,0.00008091211,0.0011166425,0.0002868286,0.00022948258,0.00001140633],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003696981,0.00027846496,0.00045666052,0.0013704704,0.0005805748,0.00007940657,0.0006233884,0.000282332,0.000016247468],"category_scores_gemma":[0.0000049809373,0.00029441997,0.000082536506,0.0076787504,0.00009801394,0.0016309501,0.00031492452,0.0003775403,3.1349242e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020948127,0.000496226,0.31258705,0.0063471645,0.008673543,0.00008651797,0.06963813,0.052460454,0.00023819928,0.5372511,0.0049521104,0.0051746643],"study_design_scores_gemma":[0.0014119577,0.000020079166,0.12501307,0.000120006385,0.0009739245,3.1225156e-7,0.83180994,0.031781245,0.000011813034,0.0042262394,0.004146992,0.0004844201],"about_ca_topic_score_codex":0.53370625,"about_ca_topic_score_gemma":0.6693468,"teacher_disagreement_score":0.7621718,"about_ca_system_score_codex":0.0003173133,"about_ca_system_score_gemma":0.00047078435,"threshold_uncertainty_score":0.99995077},"labels":[],"label_agreement":null},{"id":"W7001245933","doi":"","title":"Jinpan International Announces Second Quarter Dividend Payment for 2014 - San Francisco Business Times","year":2014,"lang":"en","type":"other","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Payment; Dividend; Quarter (Canadian coin); Work (physics)","score_opus":0.013595871253723205,"score_gpt":0.21618439985398247,"score_spread":0.20258852860025928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001245933","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025530314,0.000027868991,0.026372397,0.0026435063,0.0021523596,0.0006227233,0.00015968358,0.000289403,0.9674768],"genre_scores_gemma":[0.010112637,0.0000052559117,0.00084167486,0.004442056,0.0048499648,0.000037037866,0.000996311,0.00024435372,0.9784707],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981168,0.000007609272,0.00034881933,0.0005573563,0.0006430077,0.00032643092],"domain_scores_gemma":[0.998633,0.000038052785,0.0006536436,0.00036167592,0.00029666765,0.000016912418],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002584299,0.00041723374,0.00037725983,0.00061948743,0.00012336025,0.00048140276,0.0006550859,0.0004528926,0.09304518],"category_scores_gemma":[0.00003021456,0.0003868463,0.00009694305,0.0002680176,0.00006466814,0.0008688837,0.00022919913,0.0002349639,0.0016941519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019793824,0.000066637935,0.002510985,0.00020161018,0.00017484424,0.0000017458062,0.000008190012,0.000015211279,0.000028566763,0.015287978,0.98118615,0.0004982951],"study_design_scores_gemma":[0.0008307934,0.000008986425,0.0009432573,0.00013307341,0.00007168354,5.1561733e-7,0.00010578555,0.0011877366,0.000007834987,0.0007969887,0.9954134,0.0004999089],"about_ca_topic_score_codex":0.0003497486,"about_ca_topic_score_gemma":0.0006833596,"teacher_disagreement_score":0.091351025,"about_ca_system_score_codex":0.00008899934,"about_ca_system_score_gemma":0.00003198782,"threshold_uncertainty_score":0.9998583},"labels":[],"label_agreement":null},{"id":"W7006390748","doi":"","title":"Universiteterne taber terræn til techgiganter","year":2019,"lang":"da","type":"other","venue":"VBN Forskningsportal (Aalborg Universitet)","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Amazon rainforest; Context (archaeology); Subject (documents); Natural (archaeology); Feature (linguistics)","score_opus":0.010617019791471085,"score_gpt":0.1867731744587109,"score_spread":0.1761561546672398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006390748","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07757187,0.00016207587,0.00069135556,0.00093141716,0.0022032268,0.0015168118,0.00030236447,0.0006494178,0.91597146],"genre_scores_gemma":[0.13093753,0.00007370475,0.00028528454,0.0021101441,0.0015662748,0.0000020333098,0.0011631792,0.00064517953,0.86321664],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934285,0.000042470492,0.0009086703,0.0021189847,0.0018566346,0.0016446861],"domain_scores_gemma":[0.99484974,0.00007398851,0.0026108667,0.001613354,0.0006723386,0.00017972926],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0004039043,0.001779937,0.0014759246,0.003317769,0.0006592976,0.00064202957,0.0023516498,0.0024587438,0.051645137],"category_scores_gemma":[0.000049255723,0.0021311378,0.00077213283,0.0030516821,0.00047001586,0.0044437665,0.0019118467,0.0024075203,0.022828357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006572729,0.00077343016,0.106849834,0.0011605233,0.0020112947,0.0025336167,0.0006697538,0.00029326513,0.0006692745,0.05956562,0.8230205,0.0017955906],"study_design_scores_gemma":[0.0035946185,0.00008605013,0.0016795999,0.0012132025,0.0011790548,0.000018153798,0.00441383,0.0010462044,0.00006647633,0.000096510485,0.9842638,0.0023425065],"about_ca_topic_score_codex":0.0015719064,"about_ca_topic_score_gemma":0.00016997433,"teacher_disagreement_score":0.16124327,"about_ca_system_score_codex":0.0012514879,"about_ca_system_score_gemma":0.0003455036,"threshold_uncertainty_score":0.99989396},"labels":[],"label_agreement":null},{"id":"W7018932345","doi":"","title":"An Enduring Platform for Public and Cooperative Economics Research","year":2018,"lang":"en","type":"article","venue":"ORBi (University of Liège)","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Wageningen University and Research; Université de Paris; Universidad de Zaragoza; Université Paris Diderot; Toyo University; Universidad de Cantabria; Universidad de Buenos Aires; Université de Rouen; National Research University Higher School of Economics; Kungliga Tekniska Högskolan; Yale University; Université du Québec à Montréal; Concordia University; London School of Economics and Political Science; Eidgenössische Technische Hochschule Zürich; University of Leeds; Université de Toulouse; University of Limerick; Brown University; University of East Anglia; Johns Hopkins University; Université de Liège; George Washington University","keywords":"Government (linguistics); Key (lock); Public policy; Work (physics)","score_opus":0.09722834098323788,"score_gpt":0.26490431253140745,"score_spread":0.16767597154816957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018932345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9740094,0.0000020288096,0.004505877,0.001637266,0.00006590646,0.00022631056,0.000013457237,0.000036872316,0.019502893],"genre_scores_gemma":[0.99704033,0.00000506503,0.0009876804,0.0001561201,0.00028192758,2.1839895e-7,0.000019197598,0.000010362994,0.0014990964],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99927694,0.000007911653,0.00008138506,0.00024933863,0.00014777506,0.0002366277],"domain_scores_gemma":[0.99905187,0.00004083823,0.00011863407,0.00018727481,0.000576952,0.000024442801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048064557,0.00008664634,0.00012823447,0.0003662736,0.0006849302,0.00013234178,0.0003070728,0.00013008827,0.0003387622],"category_scores_gemma":[0.000012457062,0.00011364083,0.000025179006,0.0003705919,0.00027967955,0.0033688631,0.00026424322,0.00013863176,0.000034274064],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024969413,0.00017110785,0.046843313,0.00010259646,0.000093407194,0.0000057478014,0.0010068655,0.000037357335,0.0019057889,0.94037735,0.0048686042,0.0043381555],"study_design_scores_gemma":[0.010598544,0.0008725576,0.08864913,0.00018665951,0.00020622673,0.0000073267033,0.08311105,0.16726123,0.0021183947,0.030064732,0.61508906,0.0018351098],"about_ca_topic_score_codex":0.00054771686,"about_ca_topic_score_gemma":0.0004725804,"teacher_disagreement_score":0.91031265,"about_ca_system_score_codex":0.000101812286,"about_ca_system_score_gemma":0.000049720653,"threshold_uncertainty_score":0.52679986},"labels":[],"label_agreement":null},{"id":"W7019953485","doi":"","title":"Is &lt;em&gt;Korematsu&lt;/em&gt; Good Law?","year":2019,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"","keywords":"Supreme court; Emptiness; Object (grammar); Element (criminal law); Natural (archaeology)","score_opus":0.01640751387201338,"score_gpt":0.21619941965615708,"score_spread":0.1997919057841437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019953485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6019681,0.000047638972,0.00021811,0.0017727794,0.0008062075,0.00052918366,0.000030183284,0.00034539183,0.3942824],"genre_scores_gemma":[0.94343245,0.0000055016576,0.0004911567,0.018393498,0.0013261714,0.000012245356,0.00009186232,0.00009018124,0.036156923],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99667823,0.000027182034,0.0005417316,0.00078482664,0.0012358027,0.00073220866],"domain_scores_gemma":[0.9980007,0.000050343333,0.00049140916,0.0009982638,0.00038390767,0.000075414166],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00055489776,0.0004731731,0.00047129553,0.00023805055,0.0004406371,0.00089052616,0.00088911015,0.00046322326,0.010025641],"category_scores_gemma":[0.000056292945,0.0005081906,0.00020467106,0.0010040335,0.000087965294,0.0037465915,0.0006259532,0.00075369485,0.014603654],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006000969,0.00019492718,0.017044088,0.00019464265,0.00013005521,0.00003279422,0.000094330084,0.00015750296,0.0039073043,0.9192549,0.05855914,0.00037031565],"study_design_scores_gemma":[0.002027849,0.00003009727,0.0044874703,0.00016217827,0.00011478195,0.0000041835565,0.00049435254,0.001672447,0.0009168417,0.006249769,0.98297465,0.00086537434],"about_ca_topic_score_codex":0.0005337131,"about_ca_topic_score_gemma":0.0006217649,"teacher_disagreement_score":0.9244155,"about_ca_system_score_codex":0.00024335166,"about_ca_system_score_gemma":0.000052376025,"threshold_uncertainty_score":0.99973696},"labels":[],"label_agreement":null},{"id":"W7030036872","doi":"","title":"A long term evaluation of the curve of Spee stability following orthodontic leveling","year":2004,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Cephalometric analysis; Cephalometry; Stability (learning theory); Statistical analysis; Term (time)","score_opus":0.05403482258862599,"score_gpt":0.2444745327151904,"score_spread":0.1904397101265644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030036872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894734,0.000033414606,0.00065797166,0.00020474526,0.0005256945,0.00069840235,0.000017007562,0.000026983427,0.008362352],"genre_scores_gemma":[0.99915886,0.000003689549,0.00021258261,0.000015258249,0.00006352671,2.766325e-7,0.00014867538,0.00002266737,0.0003744516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99756575,0.000069285445,0.00029360515,0.00035106714,0.0015219756,0.00019831436],"domain_scores_gemma":[0.99672353,0.00004451534,0.0016150468,0.00048497025,0.0011206187,0.000011312805],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012176208,0.00024169651,0.00044726164,0.0003695582,0.0002441531,0.000029011848,0.0006539369,0.00036780757,0.000083918036],"category_scores_gemma":[0.00015545574,0.00028152543,0.00035094377,0.0008974608,0.00008913203,0.0010069043,0.0002250244,0.00041505348,0.00000707201],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020542875,0.00029377136,0.98601437,0.0018406768,0.00040534875,0.000009998848,0.0007217624,0.0020850152,0.003441411,0.0023635207,0.00015951786,0.0024592003],"study_design_scores_gemma":[0.0015250327,0.000012968435,0.969084,0.0009888835,0.001385755,3.971287e-7,0.02319763,0.0016990633,0.0012344131,0.0004897369,0.0000800977,0.00030199735],"about_ca_topic_score_codex":0.0039998614,"about_ca_topic_score_gemma":0.13161556,"teacher_disagreement_score":0.1276157,"about_ca_system_score_codex":0.00047527658,"about_ca_system_score_gemma":0.00029903656,"threshold_uncertainty_score":0.9999637},"labels":[],"label_agreement":null},{"id":"W7037477837","doi":"","title":"Evaluation of Institutions in Innovation-Driven Economies","year":2014,"lang":"en","type":"article","venue":"Science","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Quality (philosophy); Rationality; Value (mathematics); Institutional economics; Social institution","score_opus":0.08191958129282953,"score_gpt":0.2857022292324912,"score_spread":0.2037826479396617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037477837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8879959,8.357172e-7,0.0016662689,0.0005058173,0.00014117385,0.0001019518,6.0720333e-7,0.000012940041,0.10957452],"genre_scores_gemma":[0.9992583,1.4601518e-7,0.0002591414,0.00035638298,0.000065146254,0.000002845901,0.0000028945392,0.0000017226342,0.000053466807],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99902755,0.0000063773678,0.00016898423,0.00014442028,0.0005520301,0.00010063344],"domain_scores_gemma":[0.99891645,0.000010221369,0.00016874966,0.00013577288,0.0007659493,0.0000028867266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023861937,0.000043696302,0.000056856734,0.00069495896,0.0001229162,0.00006413436,0.00023777873,0.000031623884,0.00011890121],"category_scores_gemma":[0.0005876394,0.000047065216,0.0000073830065,0.0028117856,0.00021060756,0.0023054918,0.00009767784,0.00007085055,0.00003898537],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014751446,0.0000301041,0.0739533,0.000006709634,0.0000015572205,5.272768e-8,0.000037970665,0.025104985,0.003370577,0.8928746,0.000094417956,0.0045242324],"study_design_scores_gemma":[0.00090963417,0.0000073579517,0.3688295,0.000045129014,0.000025352498,2.269612e-7,0.00039272758,0.57110846,0.0013661619,0.039232407,0.01789186,0.00019123346],"about_ca_topic_score_codex":0.0000723386,"about_ca_topic_score_gemma":0.00007650468,"teacher_disagreement_score":0.8536422,"about_ca_system_score_codex":0.00016227251,"about_ca_system_score_gemma":0.00020050918,"threshold_uncertainty_score":0.19192638},"labels":[],"label_agreement":null},{"id":"W7043834601","doi":"","title":"Use of track plates to detect changes in American marten (Martes americana) abundance","year":2000,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Fusible alloy","score_opus":0.00779780559344746,"score_gpt":0.15069576727169628,"score_spread":0.14289796167824884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043834601","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09036256,0.00009828709,0.000052136642,0.0065103197,0.00018801636,0.0006268765,0.0007636051,0.00005271386,0.9013455],"genre_scores_gemma":[0.6401311,0.00028293632,0.002576743,0.011114694,0.00042807724,0.00002055255,0.000065456414,0.00035359323,0.34502685],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975529,0.000020950814,0.00031085528,0.0003872283,0.0013613387,0.00036675317],"domain_scores_gemma":[0.99893624,0.000115728064,0.0005996597,0.00028381622,0.000001051989,0.00006352748],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000010872227,0.00033683973,0.0005480432,0.00025230297,0.00005924874,0.000049032085,0.00036008155,0.00006973632,0.00045628],"category_scores_gemma":[0.000005101187,0.00036718554,0.000030837076,0.0005493045,0.00014658805,0.0005194694,0.00018663012,0.00024713844,3.0147294e-8],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020175765,0.00023228404,0.28600606,0.0019974993,0.0007632599,0.0004723496,0.00015046033,0.0015129469,0.0127919,0.026317425,0.49168184,0.17605641],"study_design_scores_gemma":[0.0003410496,0.000050605184,0.041871883,0.00052767486,0.000046905632,9.880446e-7,0.0008949675,0.00077844696,0.0031240745,0.0001224509,0.95167065,0.0005702961],"about_ca_topic_score_codex":0.063329875,"about_ca_topic_score_gemma":0.3280754,"teacher_disagreement_score":0.55631864,"about_ca_system_score_codex":0.000015387302,"about_ca_system_score_gemma":0.0003383179,"threshold_uncertainty_score":0.999878},"labels":[],"label_agreement":null},{"id":"W7071221265","doi":"","title":"Shaping Entrepreneurial Ecosystems through Digitalization: Insights from Canada","year":2024,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ecosystem; Entrepreneurship; Information system; Work (physics)","score_opus":0.01858112456219486,"score_gpt":0.20021509387908454,"score_spread":0.1816339693168897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071221265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6728404,0.00056969805,0.061597083,0.016538564,0.0885623,0.0032058323,0.00076185336,0.00035387222,0.1555704],"genre_scores_gemma":[0.99600196,0.000002069031,0.00001569843,0.000811451,0.0024560317,0.000004288153,0.00007468903,0.000009695561,0.0006241366],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99794847,0.000021194397,0.0008439553,0.00007090325,0.0009921126,0.00012336441],"domain_scores_gemma":[0.9968115,0.0001487316,0.001995,0.00011808441,0.0009166125,0.000010058964],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00041558864,0.00011261802,0.00018986044,0.00015570079,0.0002110461,0.0013577521,0.00029142908,0.00013497155,0.000014154015],"category_scores_gemma":[0.0003430617,0.00008607715,0.00012077156,0.0005486925,0.0000047965523,0.00827188,0.000060259383,0.00018936442,0.00002357231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007914922,0.000034880813,0.036319483,0.0006346716,0.0008642168,0.000003459989,0.0016638668,0.04177111,0.00012274763,0.38035527,0.5377683,0.00038284773],"study_design_scores_gemma":[0.000537431,0.0000039706733,0.0007485289,0.0002478803,0.00007845868,0.0000023092564,0.001007796,0.028294953,0.000057713612,0.0009879787,0.96791774,0.000115236486],"about_ca_topic_score_codex":0.019308561,"about_ca_topic_score_gemma":0.003565998,"teacher_disagreement_score":0.43014944,"about_ca_system_score_codex":0.001379093,"about_ca_system_score_gemma":0.00026530493,"threshold_uncertainty_score":0.9996789},"labels":[],"label_agreement":null},{"id":"W7084448512","doi":"","title":"Intensive rearing of European catfish larvae (Silurus glanis L.) at different stocking densities and their effect on fish production parameters","year":2021,"lang":"en","type":"article","venue":"Bulgarian Portal for Open Science","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stocking; Catfish; Larva; Fish <Actinopterygii>; Weight gain; Body weight","score_opus":0.032324555804529045,"score_gpt":0.2381570650348797,"score_spread":0.20583250923035068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7084448512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914065,0.000002666866,0.00015820692,0.0007912707,0.00037624675,0.0005331335,0.0000102574695,0.000025188867,0.0066965558],"genre_scores_gemma":[0.99774814,8.3888983e-7,0.0001285233,0.0009475193,0.000099736855,0.000005963499,0.000026951298,0.000015612684,0.0010267086],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987014,0.000018699438,0.00021175022,0.0005168192,0.00031502463,0.00023629378],"domain_scores_gemma":[0.9988692,0.00005447723,0.00029718023,0.00028993818,0.0004678501,0.000021347962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007257853,0.00015860432,0.00021429849,0.00014700701,0.00049267395,0.0005311282,0.00046001622,0.000040275892,0.000023901244],"category_scores_gemma":[0.0005951425,0.00013753524,0.000041843807,0.00044316365,0.00020920177,0.0012421521,0.0011157353,0.00013221793,0.000003944972],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001572468,0.0005462766,0.52400905,0.0010470751,0.0004229973,0.00035197797,0.004890164,0.002080467,0.31754154,0.08390122,0.019509412,0.04412736],"study_design_scores_gemma":[0.0042454745,0.0005755449,0.5691546,0.0014199942,0.00030281013,0.00013437899,0.01709471,0.013303088,0.37551776,0.0018373986,0.014584598,0.0018296274],"about_ca_topic_score_codex":0.00019295899,"about_ca_topic_score_gemma":0.00020968023,"teacher_disagreement_score":0.08206382,"about_ca_system_score_codex":0.000088930996,"about_ca_system_score_gemma":0.00003099625,"threshold_uncertainty_score":0.5608524},"labels":[],"label_agreement":null},{"id":"W7097561841","doi":"","title":"Social foundations of regional innovation and the role of university spin-offs: The case of Canada&amp;apos;s technology triangle","year":2011,"lang":"en","type":"article","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Conceptualization; Metropolitan area; Argument (complex analysis); Typology; Context (archaeology); Technology transfer","score_opus":0.07954864109765411,"score_gpt":0.2508890980997893,"score_spread":0.1713404570021352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097561841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94489354,0.0000041648977,0.0007877196,0.0043525854,0.000026081172,0.00017976643,0.000007436642,0.000011923563,0.049736805],"genre_scores_gemma":[0.9988334,6.880304e-7,0.00016261343,0.000183345,0.000033632467,4.6426658e-7,0.000007144637,0.0000034299628,0.000775284],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994734,0.000015778684,0.00020455215,0.000085539126,0.0001427676,0.000077973906],"domain_scores_gemma":[0.99887586,0.000046958063,0.0004717172,0.00013487539,0.00046827592,0.000002302361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034647118,0.00006116899,0.00012532398,0.00023378163,0.00023024873,0.0000068880686,0.00017756742,0.000081139195,0.00014545326],"category_scores_gemma":[0.000078499455,0.000045295434,0.000022570986,0.0013371829,0.0003347711,0.00028832446,0.00013853206,0.000112550646,5.072736e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010447094,0.000032135045,0.0035182645,0.000011971935,0.000042817377,0.000002184222,0.00016892706,0.0000035627017,0.00025548757,0.99338937,0.0016239346,0.000846848],"study_design_scores_gemma":[0.01537895,0.00007829172,0.035780285,0.000098833414,0.00092838815,0.000077300014,0.18205267,0.008333432,0.006547294,0.349135,0.4006526,0.0009369448],"about_ca_topic_score_codex":0.14655003,"about_ca_topic_score_gemma":0.084434226,"teacher_disagreement_score":0.6442544,"about_ca_system_score_codex":0.000044258515,"about_ca_system_score_gemma":0.00012414463,"threshold_uncertainty_score":0.93227243},"labels":[],"label_agreement":null},{"id":"W7098068372","doi":"","title":"A Network Perspective of Nanotechnology Innovation: A Comparison of Quebec,","year":2012,"lang":"en","type":"article","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Key (lock)","score_opus":0.037141662666367495,"score_gpt":0.25736318650585216,"score_spread":0.22022152383948468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098068372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.871425,0.000043940374,0.016635014,0.002648594,0.00022542759,0.00019869689,0.0000013756969,0.000096972886,0.10872502],"genre_scores_gemma":[0.99695176,2.6878092e-7,0.0010264954,0.0005598903,0.0003190353,0.0000016713016,0.0000066296784,0.000008244962,0.0011259887],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913615,0.0000049230175,0.00032376722,0.00011008657,0.00023105957,0.00019404206],"domain_scores_gemma":[0.99877656,0.000020631987,0.00051381125,0.00017773318,0.00050776015,0.000003508255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021788548,0.00009402603,0.00021247496,0.00033007137,0.000055346263,0.000012585496,0.00017264253,0.0001827924,0.000555418],"category_scores_gemma":[0.0000670866,0.00009501538,0.000026853973,0.0022385444,0.00008631728,0.0009059339,0.00017229775,0.000184904,0.000024390298],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019595818,0.00013147481,0.15711816,0.000021180706,0.000026187294,1.10853016e-7,0.000096104886,0.00018518836,0.00083333533,0.8324474,0.008753178,0.00036806284],"study_design_scores_gemma":[0.0075776204,0.00020138193,0.21971545,0.00043348028,0.0006457598,0.0000051398174,0.10099405,0.027366651,0.04043362,0.17034596,0.42970207,0.0025788283],"about_ca_topic_score_codex":0.0019334384,"about_ca_topic_score_gemma":0.00022578654,"teacher_disagreement_score":0.66210145,"about_ca_system_score_codex":0.00008354855,"about_ca_system_score_gemma":0.000018992703,"threshold_uncertainty_score":0.6081438},"labels":[],"label_agreement":null},{"id":"W7099521986","doi":"","title":"ECOLE DE PSYCHOLOGIE","year":2015,"lang":"en","type":"article","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Data collection; Work (physics)","score_opus":0.07924862024901665,"score_gpt":0.26567802543404484,"score_spread":0.1864294051850282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099521986","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33241856,0.0000014017819,0.006097553,0.0034095861,0.00016397082,0.000059054328,3.8780328e-7,0.00015220819,0.65769726],"genre_scores_gemma":[0.97306734,2.3621062e-7,0.0010626854,0.011087067,0.00041013295,0.0000015494109,0.000005230008,0.000008147656,0.01435763],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99946016,0.0000026180098,0.000079679114,0.00012283419,0.00017530701,0.0001594123],"domain_scores_gemma":[0.9996822,0.0000055065907,0.00005880742,0.00014196336,0.00010045606,0.000011087963],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023041289,0.00006469453,0.0000553063,0.000092569535,0.000046864956,0.000099959405,0.00017866759,0.00008990276,0.0009689408],"category_scores_gemma":[0.00004915561,0.00006291066,0.000017762946,0.00030817525,0.000016002392,0.00083709415,0.0001086046,0.000118320255,0.0009967964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022084278,0.00009977666,0.1717279,0.0000080736645,0.000013620074,0.000013692589,0.000022419794,0.00042071316,0.00017451275,0.23126061,0.5942121,0.0020244943],"study_design_scores_gemma":[0.0011948656,0.000010369327,0.020856546,0.0000066552248,0.000019733438,0.0000016707288,0.0010999214,0.00904477,0.00015263249,0.021928156,0.9454115,0.00027315872],"about_ca_topic_score_codex":0.00012538602,"about_ca_topic_score_gemma":0.000014491888,"teacher_disagreement_score":0.64333963,"about_ca_system_score_codex":0.000085899075,"about_ca_system_score_gemma":0.000021427471,"threshold_uncertainty_score":0.9999443},"labels":[],"label_agreement":null},{"id":"W7099766494","doi":"","title":"Indicators for complex innovation systems","year":2005,"lang":"en","type":"article","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Construct (python library); Scaling; Scale (ratio); Complex system; Rank (graph theory); Explanatory power; Predictive power; Performance indicator","score_opus":0.04865262891522894,"score_gpt":0.24433889514182286,"score_spread":0.1956862662265939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099766494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5167745,0.0000040920067,0.1404957,0.006731393,0.00039275544,0.0009219652,0.000011398119,0.000403291,0.33426493],"genre_scores_gemma":[0.9867437,1.5479297e-7,0.0013598418,0.004625639,0.0011225342,0.0000122060555,0.00010845435,0.000014633104,0.0060128444],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991878,0.000002032927,0.00024324367,0.00016296636,0.00023916167,0.0001647471],"domain_scores_gemma":[0.99939233,0.000015154153,0.00023822473,0.00013108412,0.00021879253,0.0000044358494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023566143,0.00009802918,0.00010013196,0.00057512353,0.00015620959,0.00018210831,0.00016298713,0.00010782294,0.0005249017],"category_scores_gemma":[0.00003362145,0.00009895796,0.000022036573,0.0013780646,0.00001848821,0.001290299,0.00006643968,0.00009609344,0.00017678241],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010840786,0.000043257052,0.008861723,0.00003992192,0.000016533451,2.037729e-7,0.000007825005,0.0006657607,0.00061144313,0.8906718,0.09616738,0.0029033215],"study_design_scores_gemma":[0.000596868,0.0000038350395,0.0034464623,0.000008069022,0.000014743936,2.7279782e-7,0.00023431228,0.05873523,0.00008126648,0.0004674477,0.9362518,0.00015966065],"about_ca_topic_score_codex":0.000051857347,"about_ca_topic_score_gemma":0.0000065813388,"teacher_disagreement_score":0.89020437,"about_ca_system_score_codex":0.00009599059,"about_ca_system_score_gemma":0.000012746783,"threshold_uncertainty_score":0.57473063},"labels":[],"label_agreement":null},{"id":"W7100599440","doi":"","title":"Regional Development in the Knowledge-Based Economy: The Construction of Advantages","year":2006,"lang":"en","type":"article","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Subject (documents); Regional development; Regional policy; Development (topology)","score_opus":0.021386140068904075,"score_gpt":0.21199116916696056,"score_spread":0.1906050290980565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100599440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7058514,0.000010148756,0.0037324962,0.0063895322,0.0000735177,0.00022315553,5.49384e-7,0.000028354296,0.28369084],"genre_scores_gemma":[0.9969192,2.4663854e-7,0.0006741372,0.0014839788,0.00014989868,0.0000051851357,0.000015799666,0.0000043040036,0.00074722985],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994907,0.000009531383,0.0001897397,0.0001028153,0.00011196808,0.00009528955],"domain_scores_gemma":[0.999589,0.000050165843,0.0001517386,0.0001182319,0.00008934821,0.0000015044269],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028571943,0.00007427622,0.00006725484,0.00012746666,0.00011358156,0.00005346813,0.00019846571,0.00004806231,0.0001964973],"category_scores_gemma":[0.000006487103,0.00004743872,0.000021923956,0.00037245796,0.000072924355,0.00038421282,0.000040565865,0.00011162672,0.000028581062],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001713527,0.00011678497,0.11886814,0.00003024556,0.00000869688,0.0000010435633,0.000048975806,0.0007516311,0.00006089687,0.8695653,0.008572281,0.0019588459],"study_design_scores_gemma":[0.0010174541,0.0000041592466,0.105341636,0.000034401743,0.000019092813,0.000001513429,0.002659399,0.005317751,0.0006608399,0.010852991,0.8738874,0.00020335977],"about_ca_topic_score_codex":0.0001543543,"about_ca_topic_score_gemma":0.0002447069,"teacher_disagreement_score":0.86531514,"about_ca_system_score_codex":0.000059418624,"about_ca_system_score_gemma":0.000053443182,"threshold_uncertainty_score":0.21515077},"labels":[],"label_agreement":null},{"id":"W7100889233","doi":"","title":"Pearls, Pith, and Provocation Spiraling Between Qualitative and Quantitative Data on Women’s Health Behaviors: A Double Helix Model for Mixed Methods","year":2016,"lang":"en","type":"article","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Qualitative property; Ethnic group; Qualitative research; Set (abstract data type); Qualitative analysis; Ethnography; Focus group; Quantitative analysis (chemistry)","score_opus":0.23205445081819806,"score_gpt":0.4254825133348086,"score_spread":0.19342806251661052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100889233","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4897083,0.000011235591,0.5043742,0.0047385464,0.000042112395,0.0006644484,0.00009332849,0.00006470225,0.00030307777],"genre_scores_gemma":[0.8983495,0.0000088987435,0.098775774,0.0012697204,0.0001450178,0.00006301502,0.00014650197,0.000033661847,0.0012079062],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99849534,0.00005366826,0.0003386455,0.0005463868,0.00025785159,0.00030810683],"domain_scores_gemma":[0.99877524,0.0002586112,0.00039661146,0.00032203714,0.00021501996,0.000032492066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024966344,0.00019337311,0.00027658613,0.000251462,0.00027609288,0.00017649,0.00022104732,0.00010536474,0.000019034178],"category_scores_gemma":[0.00015349498,0.0001520613,0.0000177582,0.00024906435,0.00007537536,0.0021300733,0.00032291637,0.00012132649,0.000006335353],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076377665,0.0002771579,0.0074902982,0.0006514826,0.00022067169,7.68578e-7,0.016504616,0.00013453396,0.0026440532,0.89177424,0.0059874584,0.07355095],"study_design_scores_gemma":[0.032490768,0.0016073245,0.01620687,0.0015589246,0.0006684094,0.0000018352266,0.22073855,0.5439673,0.0025243496,0.1491574,0.026971206,0.004107038],"about_ca_topic_score_codex":0.00038467918,"about_ca_topic_score_gemma":0.000056968667,"teacher_disagreement_score":0.74261683,"about_ca_system_score_codex":0.00018510653,"about_ca_system_score_gemma":0.000059685426,"threshold_uncertainty_score":0.620088},"labels":[],"label_agreement":null},{"id":"W7110036164","doi":"10.63990/ejhe.v7i2.12050","title":"University-Industry Linkages in Ethiopia: A Comprehensive Review and Analysis of Current Trends, Challenges, and Future Prospects","year":2025,"lang":"","type":"article","venue":"The Ethiopian Journal of Higher Education","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Commercialization; Enforcement; Government (linguistics); Investment (military); Systematic review; Perception","score_opus":0.035318248036107454,"score_gpt":0.2956254239529611,"score_spread":0.26030717591685365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7110036164","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23267455,0.5316647,0.0000235098,0.22472806,0.0023548417,0.00057388295,0.00001411806,0.00001266892,0.007953638],"genre_scores_gemma":[0.7808938,0.20866022,0.00009248347,0.0030961344,0.0011594422,0.0000015242041,0.000020502473,0.000020440279,0.0060554347],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99803674,0.00025478727,0.0007394879,0.00031596582,0.00043439062,0.00021865228],"domain_scores_gemma":[0.99673414,0.00015819383,0.0017140554,0.00032970062,0.0010237526,0.00004014324],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010042517,0.00029103484,0.00079818384,0.002062838,0.0001871701,0.00008662674,0.00042336667,0.0005108614,0.00026710346],"category_scores_gemma":[0.000037127495,0.00025776774,0.00015334428,0.0038639994,0.0002053176,0.0009940636,0.0002228138,0.0025199384,0.0000010808313],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003131757,0.0018894447,0.11700309,0.017638538,0.0055913804,0.000031472468,0.0060718204,0.00013793993,0.000082463586,0.45155674,0.016419182,0.38326475],"study_design_scores_gemma":[0.0008927437,0.000033777356,0.6783205,0.0041748835,0.0068398616,0.0000038255594,0.005387515,0.000046803514,0.000004570217,0.0010551749,0.30300593,0.0002344002],"about_ca_topic_score_codex":0.000028427232,"about_ca_topic_score_gemma":0.000017642942,"teacher_disagreement_score":0.56131744,"about_ca_system_score_codex":0.00025171327,"about_ca_system_score_gemma":0.00036732963,"threshold_uncertainty_score":0.9999875},"labels":[],"label_agreement":null},{"id":"W7112969553","doi":"","title":"Knowledge and technology transfer from research organisations to businesses","year":2025,"lang":"","type":"book","venue":"Figshare","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Commercialization; Order (exchange); Technology transfer; Knowledge transfer; Work (physics); Knowledge economy","score_opus":0.08800252543872193,"score_gpt":0.29278501993189204,"score_spread":0.2047824944931701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7112969553","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015367082,0.0012828136,0.00019021807,0.019329607,0.0006180355,0.0039614094,0.36374334,0.0006000082,0.6087379],"genre_scores_gemma":[0.04695547,0.00005660552,0.00019745051,0.0021984049,0.0033070312,0.00040259742,0.2854268,0.0002432467,0.6612124],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99630636,0.000042099702,0.000624492,0.0013663305,0.00088579534,0.0007749186],"domain_scores_gemma":[0.9936112,0.0005022078,0.00017121738,0.0008924476,0.004762927,0.000060000184],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0002292115,0.00067677716,0.00066387455,0.0039159544,0.0012445025,0.0009986402,0.0013332483,0.0021381713,0.36711404],"category_scores_gemma":[0.002454377,0.0008326545,0.0000807479,0.0070881015,0.00009372956,0.001394764,0.0026033523,0.0024696062,0.011698302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026018679,0.00014307197,0.00021402676,0.0014381036,0.00016309824,0.000031308697,0.00014314141,0.000011820349,0.000104215425,0.010214814,0.98297113,0.0045392313],"study_design_scores_gemma":[0.000599716,0.000018663271,0.0006155525,0.009555167,0.00013395635,7.932802e-7,0.0005287138,0.00017169207,0.00015222057,0.0024483108,0.9850551,0.00072010566],"about_ca_topic_score_codex":0.00010174412,"about_ca_topic_score_gemma":0.00019996412,"teacher_disagreement_score":0.35541573,"about_ca_system_score_codex":0.00073605526,"about_ca_system_score_gemma":0.001445739,"threshold_uncertainty_score":0.99983174},"labels":[],"label_agreement":null},{"id":"W7118910716","doi":"10.1007/s10843-025-00404-w","title":"Re-strategizing for ecosystem and operational efficiencies for higher global competitiveness and growth","year":2025,"lang":"en","type":"article","venue":"Journal of International Entrepreneurship","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Business ecosystem; Ecosystem; Entrepreneurship; Empirical evidence; Focus (optics); Business model; Business environment; Empirical research","score_opus":0.02666346291845669,"score_gpt":0.2551503551686799,"score_spread":0.2284868922502232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118910716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9455763,0.00006408926,0.030289982,0.013303188,0.0013405447,0.00028510188,0.00007039076,0.00001681051,0.009053586],"genre_scores_gemma":[0.9970886,0.0000053889735,0.00065444317,0.0011639226,0.00053756376,0.000004394619,0.000013834232,0.0000049278015,0.00052693754],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992085,0.000008059577,0.00029242138,0.00014851727,0.00024078292,0.00010169572],"domain_scores_gemma":[0.998605,0.00016339883,0.00031530875,0.000042279065,0.00086231454,0.000011668561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034828196,0.00009837458,0.00014135755,0.00017303397,0.00012024284,0.00031186442,0.00018042715,0.00006549758,0.00004646998],"category_scores_gemma":[0.00018700524,0.00009317251,0.00005422762,0.00013915145,0.00003086784,0.00080709683,0.000074472875,0.000086700726,5.9647454e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002340866,0.00005490447,0.28282693,0.00011098278,0.00009997924,0.0000029568796,0.000014953524,0.0006266966,0.00029360745,0.71452576,0.00092680764,0.00028234973],"study_design_scores_gemma":[0.015395171,0.00020717185,0.62368995,0.0015960498,0.0005489489,0.000058166243,0.003410946,0.055523533,0.0025119048,0.10421308,0.19189495,0.0009501481],"about_ca_topic_score_codex":0.000010654965,"about_ca_topic_score_gemma":0.000014205417,"teacher_disagreement_score":0.61031264,"about_ca_system_score_codex":0.0001137148,"about_ca_system_score_gemma":0.00004978375,"threshold_uncertainty_score":0.37994644},"labels":[],"label_agreement":null},{"id":"W7120016969","doi":"10.5380/nocsi.i7.97375","title":"Modelling innovation as toxic (techno-economic) positivity","year":2025,"lang":"en","type":"article","venue":"NOvation - Critical Studies of Innovation","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acadia University","funders":"","keywords":"Faith; Field (mathematics); Norm (philosophy); Work (physics); Club; Social innovation","score_opus":0.06681341708854352,"score_gpt":0.3148608072132775,"score_spread":0.248047390124734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120016969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76203513,0.000024770883,0.18370944,0.012153428,0.0006993588,0.0003872964,0.0000114533905,0.00020604921,0.040773038],"genre_scores_gemma":[0.99175066,0.0000069555026,0.0023325463,0.004902879,0.00033167904,0.000026499914,0.00012307988,0.000021025624,0.0005046543],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974162,0.000013007335,0.0013163389,0.00045396807,0.00048823262,0.0003122328],"domain_scores_gemma":[0.99413824,0.00019861289,0.0006573177,0.00031669525,0.0046836273,0.0000055017454],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011176703,0.00027435573,0.00038599648,0.002063805,0.00042754304,0.00014073536,0.00026231905,0.00031062352,0.00012818156],"category_scores_gemma":[0.0021865943,0.00031407614,0.00004320172,0.008325078,0.00026591268,0.0024516024,0.00029638107,0.0004307903,0.000065212625],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006707213,0.00013435386,0.00346881,0.00023621794,0.00009352892,0.0000011036274,0.000026003952,0.0063227424,0.0046321102,0.97953665,0.0028301938,0.0026512179],"study_design_scores_gemma":[0.0027844207,0.00010781425,0.0044137333,0.00078521075,0.00026770693,0.0000024652131,0.0026657498,0.21557903,0.030110331,0.708788,0.033260036,0.0012355053],"about_ca_topic_score_codex":0.0002485035,"about_ca_topic_score_gemma":0.000008074928,"teacher_disagreement_score":0.27074865,"about_ca_system_score_codex":0.00047532943,"about_ca_system_score_gemma":0.00011028523,"threshold_uncertainty_score":0.99993116},"labels":[],"label_agreement":null},{"id":"W7131364713","doi":"10.37137/1416-015-001-007","title":"Modelling The Process Of Valorization Of University Research Within Emerging Innovation Ecosystems:, A Comparative Study Between Algeria And Canada","year":2025,"lang":"","type":"article","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Work (physics); Government (linguistics); Production (economics); Sustainability","score_opus":0.07557614306439933,"score_gpt":0.29796708141398026,"score_spread":0.22239093834958093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7131364713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95892817,0.000011943106,0.029801043,0.00070614065,0.00017022096,0.0014467572,0.00002217717,0.000014077169,0.008899456],"genre_scores_gemma":[0.9985016,0.0000029344474,0.0000560326,0.00003218152,0.00007401909,0.0000017997547,0.000029290699,0.000009792671,0.0012923478],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9970788,0.00023150486,0.00087350974,0.00042947894,0.0011212215,0.0002655363],"domain_scores_gemma":[0.99420696,0.0002915718,0.0010852421,0.00030798547,0.0040968843,0.000011367328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002981635,0.0002225961,0.000466585,0.0011256495,0.00078292383,0.00011705847,0.00049510336,0.00015023313,0.000050147642],"category_scores_gemma":[0.00010526765,0.00021473468,0.000022309578,0.0076989466,0.00015930607,0.0013576385,0.00046482723,0.0005780708,5.5517506e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040995842,0.00038605102,0.54476047,0.0017469574,0.00086590176,0.0000036204199,0.006712552,0.24051869,0.0002851134,0.20299281,0.0011928347,0.00012502537],"study_design_scores_gemma":[0.0015561398,0.0000516252,0.0052385693,0.0004988111,0.00030299294,7.883123e-8,0.25546455,0.7338289,0.0008624334,0.0011460957,0.0007840263,0.0002657919],"about_ca_topic_score_codex":0.52668,"about_ca_topic_score_gemma":0.15097357,"teacher_disagreement_score":0.53952193,"about_ca_system_score_codex":0.00038248653,"about_ca_system_score_gemma":0.0009888213,"threshold_uncertainty_score":0.8756626},"labels":[],"label_agreement":null},{"id":"W7133460412","doi":"","title":"Analysis of development initiatives in Colombia parks by case study methodology","year":2015,"lang":"es","type":"article","venue":"Universidad Industrial de Santander","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Quarter (Canadian coin); Data collection; League","score_opus":0.13499331219054214,"score_gpt":0.3132760455258262,"score_spread":0.17828273333528408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133460412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98576134,0.000032873497,0.0010833001,0.00025350726,0.00026949064,0.0007064259,0.00005295488,0.00003575596,0.011804319],"genre_scores_gemma":[0.99861413,0.0000067895257,0.0002971398,0.00023001786,0.00014146436,0.00000336947,0.000095373354,0.000025553572,0.00058613287],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99690604,0.0005200671,0.00080127275,0.00058088877,0.0006675659,0.0005241882],"domain_scores_gemma":[0.99780977,0.00036819442,0.0009237852,0.0003254022,0.00049136963,0.000081487364],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023223395,0.00039382745,0.0009350323,0.00235369,0.00018840667,0.00016109779,0.0004306078,0.0008505324,0.0007878422],"category_scores_gemma":[0.00044704086,0.00046627718,0.00012887926,0.005484105,0.00016874306,0.0014736536,0.0004911054,0.0009299252,0.000012854398],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071104034,0.0013057466,0.9719248,0.000025457064,0.003336764,0.0023623118,0.0045992984,0.00257186,0.00008638771,0.0011382293,0.010584387,0.0013537515],"study_design_scores_gemma":[0.03806536,0.0006282735,0.11881104,0.00028066477,0.012275042,0.000061161125,0.74823594,0.010187622,0.00081866945,0.00008141042,0.06813073,0.0024240862],"about_ca_topic_score_codex":0.0051819445,"about_ca_topic_score_gemma":0.00081429,"teacher_disagreement_score":0.8531137,"about_ca_system_score_codex":0.0011705557,"about_ca_system_score_gemma":0.0006156146,"threshold_uncertainty_score":0.99977887},"labels":[],"label_agreement":null},{"id":"W7163864773","doi":"10.2196/89741","title":"The New Gravity: How Generative AI Remapped Innovation and What Academia Must Do Next (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Generative grammar; Field (mathematics); Feature (linguistics); Key (lock); Task (project management)","score_opus":0.018404355371051756,"score_gpt":0.289675719045424,"score_spread":0.2712713636743722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7163864773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53145254,0.00014792691,0.005585809,0.4557919,0.0013117688,0.0006872049,3.2699745e-7,0.00008337649,0.0049391924],"genre_scores_gemma":[0.9336552,0.00011318012,0.00014713487,0.053653743,0.0016336569,0.000056206172,0.00006699279,0.000013231806,0.01066063],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986504,0.00002503117,0.00025816043,0.00031155997,0.00057166565,0.00018319007],"domain_scores_gemma":[0.9990396,0.00006665545,0.00024298007,0.00024287842,0.00037900952,0.00002887442],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00062658126,0.00014178953,0.00012153817,0.00027733744,0.00039191876,0.0014218297,0.0002776977,0.000453684,0.00024923583],"category_scores_gemma":[0.0008914273,0.00011876968,0.000022693177,0.0016042257,0.00010635092,0.0034456197,0.0002313546,0.000943743,0.00003279469],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026814076,0.00008241291,0.0040322295,0.00004824189,0.000025263955,5.241477e-7,0.00023100732,0.0000036787944,0.00035530693,0.43423566,0.31330606,0.2476528],"study_design_scores_gemma":[0.00073089503,0.0000065629183,0.016565258,0.00034342948,0.000035681373,0.0000013198554,0.009465786,0.003854362,0.00019779126,0.0492398,0.9193325,0.00022658263],"about_ca_topic_score_codex":0.00006079909,"about_ca_topic_score_gemma":0.000024995456,"teacher_disagreement_score":0.6060265,"about_ca_system_score_codex":0.00015742896,"about_ca_system_score_gemma":0.0006610388,"threshold_uncertainty_score":0.9996148},"labels":[],"label_agreement":null},{"id":"W85074316","doi":"","title":"The Expanding Role of Entrepreneurs in the Creation and Development of Internet Ecosystems","year":2009,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; The Internet; Ecosystem; Computer science; World Wide Web; Ecology; Biology","score_opus":0.019292250813658027,"score_gpt":0.22497145695952286,"score_spread":0.20567920614586482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W85074316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97812366,0.00006993756,0.0017041307,0.0012312494,0.00003274677,0.0005757815,0.0000010791186,0.000018327642,0.018243063],"genre_scores_gemma":[0.99859947,0.0000030422366,0.000040419338,0.000428707,0.00009446004,0.0000097786815,0.00001298795,0.000012119141,0.000799014],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986653,0.000051821637,0.00044557368,0.00021459493,0.00042642158,0.00019631587],"domain_scores_gemma":[0.9987712,0.00013568868,0.00058027304,0.0003525334,0.00015342333,0.0000068662516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010300482,0.00015391177,0.00019746051,0.00013970752,0.00029707825,0.00038508556,0.0010234114,0.000080815305,0.000027071612],"category_scores_gemma":[0.000051109877,0.000092758215,0.000024858648,0.0008245538,0.00008447109,0.00045613127,0.00041656411,0.00015107723,0.0000056886306],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001436155,0.0010319034,0.47834477,0.00047950365,0.0002791706,0.000013293708,0.044931773,0.014826017,0.01049697,0.050831467,0.008760655,0.38856834],"study_design_scores_gemma":[0.0014150423,0.000015078209,0.16622272,0.0003500342,0.00005181194,0.000006725652,0.036744896,0.0114650745,0.00073363417,0.00063854945,0.78202623,0.0003301841],"about_ca_topic_score_codex":0.00056159886,"about_ca_topic_score_gemma":0.00025723968,"teacher_disagreement_score":0.7732656,"about_ca_system_score_codex":0.00005032684,"about_ca_system_score_gemma":0.000027757726,"threshold_uncertainty_score":0.378257},"labels":[],"label_agreement":null}]}