{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"1b88842cd12a","filters":{"venue":"International Journal of Technology Policy and Management"}},"results":[{"id":"W1970478488","doi":"10.1504/ijtpm.2005.007520","title":"Exchanging experiences in transport infrastructure policies between Denmark and the Netherlands","year":2005,"lang":"en","type":"article","venue":"International Journal of Technology Policy and Management","topic":"European Union Policy and Governance","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute on Governance","funders":"","keywords":"Benchmarking; Transport policy; Business; Public economics; Field (mathematics); Cultural exchange; Transport infrastructure; Political science; Economics; Marketing; Sociology; Public transport; Law; Transport engineering; Engineering","authors":[{"name":"Martin de Jong","is_ca":true},{"name":"Harry Geerlings","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009721649928841903,"gpt":0.3008384091567632,"spread":0.2911167592279213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005083918,0.00006376377,0.0001138638,0.000454336,0.000105502,0.00003233929,0.000400409,0.00005039398,0.00001286468],"category_scores_gemma":[0.00007577969,0.00004442636,0.00002877066,0.0002078548,0.000581757,0.0001609852,0.00007706646,0.0001401513,7.414244e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005416242,"about_ca_system_score_gemma":0.0000250593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000380695,"about_ca_topic_score_gemma":0.0003924266,"domain_scores_codex":[0.9992911,0.0000464748,0.0002279302,0.00007203786,0.0002175268,0.0001449785],"domain_scores_gemma":[0.9996578,0.00005422323,0.0001668909,0.00005074101,0.00003944069,0.00003097981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005562728,0.00001251838,0.03208725,0.000004684449,0.00008901228,0.00002323979,0.0364597,0.00003163139,0.000003650276,0.8584694,0.0005590952,0.07220422],"study_design_scores_gemma":[0.002013062,0.00003592417,0.1885554,0.0001110498,0.00002326501,0.00004399154,0.02013632,0.00001308924,0.0000828792,0.02860776,0.7602549,0.0001223638],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8724602,0.0005511536,0.0002466475,0.1024078,0.0001066175,0.00008682705,0.000002522514,0.00001138914,0.02412685],"genre_scores_gemma":[0.991138,0.005828302,0.0003223142,0.001398126,0.0005714062,0.000004184599,1.544062e-7,0.000003259584,0.0007342137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8298616,"threshold_uncertainty_score":0.2143508,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107362206","doi":"10.1504/ijtpm.2013.053085","title":"Innovative financing for commercialisation of technology","year":2013,"lang":"en","type":"article","venue":"International Journal of Technology Policy and Management","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Christian ministry; Finance; Business; Technology transfer; Government (linguistics); Political science; International trade","authors":[{"name":"Jarunee Wonglimpiyarat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02566379095813372,"gpt":0.2661262198842162,"spread":0.2404624289260825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000298491,0.00006776091,0.0002218037,0.001812273,0.00002914177,0.00001506847,0.0002835791,0.00008733652,0.00001871754],"category_scores_gemma":[0.0002599547,0.00007346632,0.00004110068,0.0002935141,0.0001144289,0.0002037928,0.000108633,0.000091949,0.000008102663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007551416,"about_ca_system_score_gemma":0.00001424749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007890032,"about_ca_topic_score_gemma":0.000004093181,"domain_scores_codex":[0.9992114,0.000002894376,0.0005355856,0.000117732,0.00002244873,0.0001099296],"domain_scores_gemma":[0.9989229,0.00002283643,0.000703154,0.0001006236,0.0002357967,0.00001472605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001533721,0.00004127902,0.02063056,0.00002090942,0.000171245,9.172855e-7,0.00005414291,0.000007206952,0.0001172433,0.9181065,0.001005557,0.05982912],"study_design_scores_gemma":[0.0008961959,0.0001570132,0.02370029,0.00003623793,0.00000631682,0.00002399333,0.0001596277,0.0001067629,0.002313988,0.893199,0.07930555,0.00009498004],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8884702,0.0006767824,0.02308162,0.08017553,0.000674677,0.0003753087,0.00004385802,0.00002137629,0.006480678],"genre_scores_gemma":[0.991563,0.000423357,0.007429177,0.0002903081,0.000121352,0.00002579587,0.000001905519,0.000005714048,0.0001394213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1030928,"threshold_uncertainty_score":0.299587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7116983584","doi":"10.1504/ijtpm.2025.150713","title":"Evaluating technological impacts on stock market behaviour: a machine learning and NLP approach to socio-economic analysis","year":2025,"lang":"en","type":"article","venue":"International Journal of Technology Policy and Management","topic":"Stock Market Forecasting Methods","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Stock market; Social media; Support vector machine; Sentiment analysis; Stock (firearms); Logistic regression; Random forest","authors":[{"name":"Richa Handa","is_ca":false},{"name":"Sirigiri Pavani","is_ca":false},{"name":"Bisahu Ram Sahu","is_ca":false},{"name":"Bijay Kumar Paikaray","is_ca":false},{"name":"Madhusmita Mohanty","is_ca":false},{"name":"Lata Algamkar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09087331840740648,"gpt":0.4775624596880148,"spread":0.3866891412806083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005844236,0.0001682907,0.0004108023,0.006944227,0.0001473799,0.0001799516,0.0009554124,0.0001528343,0.00004675519],"category_scores_gemma":[0.006969215,0.0001280487,0.0001446145,0.001243721,0.0001995106,0.00009953038,0.0009840226,0.0004197802,0.000003600354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002695911,"about_ca_system_score_gemma":0.00004658946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004032954,"about_ca_topic_score_gemma":0.00001016591,"domain_scores_codex":[0.9977588,0.0002295329,0.0007475062,0.0004005995,0.0006349078,0.0002286291],"domain_scores_gemma":[0.9980862,0.0008623889,0.0005313925,0.0002283624,0.0002129832,0.00007869607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003222279,0.0001242817,0.1217012,0.000007941377,0.001540028,0.00003092064,0.00008025301,0.001908866,0.00007050769,0.05684058,0.001239954,0.8161332],"study_design_scores_gemma":[0.004247977,0.001649245,0.5618823,0.0002846227,0.001507847,0.0004909932,0.002662181,0.09178565,0.0004160023,0.3023066,0.0320395,0.0007270115],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8993862,0.0002194798,0.04872802,0.02610488,0.0002752126,0.0003503436,0.00001377418,0.00008126874,0.02484079],"genre_scores_gemma":[0.9372681,0.0001579854,0.06001625,0.0004216536,0.00004773688,0.00001786718,7.177416e-7,0.000006589176,0.002063091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8154062,"threshold_uncertainty_score":0.8343304,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}