{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"05e11502e0ab","filters":{"venue":"Advances in the study of entrepreneurship, innovation, and economic growth"}},"results":[{"id":"W2290721667","doi":"10.1108/s1048-4736(2010)0000021004","title":"Different yokes for different folks: Individual preferences, institutional logics, and the commercialization of academic research","year":2010,"lang":"en","type":"article","venue":"Advances in the study of entrepreneurship, innovation, and economic growth","topic":"Research, Science, and Academia","field":"Decision 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":"University of Toronto","funders":"","keywords":"Commercialization; Incentive; Outsourcing; Publication; Affect (linguistics); Academic community; Technology transfer; Public relations; Business; Political science; Sociology; Marketing; Economics; Social science; Law","authors":[{"name":"Riccardo Fini","is_ca":false},{"name":"Nicola Lacetera","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1665951966146727,"gpt":0.432131416589642,"spread":0.2655362199749693,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.01718335,0.0002327206,0.0005882137,0.001784305,0.003629756,0.01411145,0.000833521,0.002457994,0.004195515],"category_scores_gemma":[0.04738665,0.0003279796,0.0004132115,0.001921154,0.02431309,0.01027198,0.00346696,0.002884427,0.000417551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003098303,"about_ca_system_score_gemma":0.002526948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067877,"about_ca_topic_score_gemma":0.00212269,"domain_scores_codex":[0.9875102,0.007155566,0.0006212928,0.001200972,0.002141277,0.001370598],"domain_scores_gemma":[0.9457502,0.0349097,0.007352007,0.004010183,0.00328795,0.004689931],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002252577,0.0001820702,0.02931596,0.0001989982,0.0001708061,0.0003254087,0.009201121,0.00176326,0.001325339,0.9088243,0.00153857,0.04692882],"study_design_scores_gemma":[0.00005287472,0.0001304256,0.02537976,0.0001976761,0.00006648618,0.0003811598,0.01444434,0.002485871,0.001078899,0.9396,0.01607114,0.0001114626],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6421512,0.005091439,0.0636712,0.03865679,0.000186091,0.0001142882,0.0001139522,0.000114254,0.2499007],"genre_scores_gemma":[0.9944624,0.0004163537,0.002701344,0.0009057769,0.00004243666,0.00002500873,0.00001229318,0.00001706848,0.001417223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9963703,"threshold_uncertainty_score":0.09087533,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2231425404","doi":"10.1016/s1048-4736(02)14006-9","title":"ECONOMIC AND INSTITUTIONAL DETERMINANTS OF VENTURE CAPITAL INVESTMENT DURATION","year":2004,"lang":"en","type":"book-chapter","venue":"Advances in the study of entrepreneurship, innovation, and economic growth","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Venture capital; Duration (music); Investment (military); Social venture capital; Business; Capital (architecture); Investment decisions; Finance; Capital investment; Economics; Monetary economics; Labour economics","authors":[{"name":"Douglas J. Cumming","is_ca":false},{"name":"Jeffrey G. MacIntosh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01486094896968201,"gpt":0.2294859505109084,"spread":0.2146250015412264,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001636,0.00008773528,0.0001618088,0.0007797401,0.0003345053,0.001493539,0.000280737,0.0003738116,0.005041753],"category_scores_gemma":[0.01458818,0.0001096893,0.0001895108,0.00108053,0.0005090694,0.0009815422,0.0006510501,0.0007191281,0.000431743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007052181,"about_ca_system_score_gemma":0.0005276144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003712847,"about_ca_topic_score_gemma":0.006630454,"domain_scores_codex":[0.9995864,0.0001085667,0.00004326345,0.00003895778,0.00008680357,0.0001360476],"domain_scores_gemma":[0.968156,0.0158863,0.009785971,0.0009536233,0.001238584,0.003979417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002423484,0.0002258172,0.9727316,0.00001996478,0.00004966862,0.0001718324,0.0002712279,0.00435292,0.0004397038,0.005893363,0.0003532058,0.01524829],"study_design_scores_gemma":[0.00001363163,0.0001057621,0.988508,0.00002732695,0.00002585414,0.0001830786,0.0007824847,0.004462247,0.0002356219,0.004313088,0.001330763,0.00001201939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928542,0.0005456366,0.0006717849,0.000186366,0.000003971393,0.0000113306,0.000227778,0.000006552305,0.005492347],"genre_scores_gemma":[0.9989654,0.0001311578,0.0001068753,0.000006590888,0.000007485154,0.000003718312,0.0001490194,0.000001964851,0.0006278145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005041753,"threshold_uncertainty_score":0.01686633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2496216280","doi":"10.1108/s1048-4736(2009)0000020007","title":"A life cycle–based framework for environmental assessments of eco-entrepreneurship","year":2009,"lang":"en","type":"book-chapter","venue":"Advances in the study of entrepreneurship, innovation, and economic growth","topic":"Climate Change and Geoengineering","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Life-cycle assessment; Entrepreneurship; Business; Environmental planning; Environmental science; Economics; Microeconomics; Production (economics)","authors":[{"name":"Roland Geyer","is_ca":false},{"name":"Max DuBuisson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02115204381171605,"gpt":0.2655630376614214,"spread":0.2444109938497053,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00446991,0.002015673,0.0009811934,0.003925194,0.001013546,0.007146263,0.005532506,0.003176049,0.01143237],"category_scores_gemma":[0.005065924,0.0005010806,0.001453668,0.004729734,0.003322818,0.007539762,0.003183863,0.00293685,0.002726441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006696545,"about_ca_system_score_gemma":0.00364308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008326331,"about_ca_topic_score_gemma":0.006611608,"domain_scores_codex":[0.9971162,0.001761951,0.0001342676,0.0003046706,0.0005005823,0.0001823342],"domain_scores_gemma":[0.9977146,0.001235404,0.0001756174,0.0002354323,0.0004961092,0.0001427728],"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":[0.000009641112,0.00004329245,0.00031811,0.0001303431,0.00002835789,0.00007950082,0.0001415362,0.01827388,0.0001306662,0.9572718,0.005085132,0.01848777],"study_design_scores_gemma":[0.000006135501,0.00003397245,0.0002756103,0.0002227616,0.00001406199,0.00006811609,0.0003277569,0.01671581,0.0001793835,0.8420092,0.1401217,0.00002543997],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004871395,0.01452956,0.5414715,0.008222766,0.0006642903,0.000630424,0.002753841,0.000349465,0.4265069],"genre_scores_gemma":[0.4010735,0.03275107,0.4715872,0.003614179,0.0009806693,0.003323677,0.004647826,0.0005183193,0.08150347],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01143237,"threshold_uncertainty_score":0.04858708,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4244725358","doi":"10.1108/s1048-4736(2011)0000022014","title":"Advances in the Study of Entrepreneurship, Innovation and Economic Growth","year":2011,"lang":"en","type":"book-chapter","venue":"Advances in the study of entrepreneurship, innovation, and economic growth","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Globalization; Publishing; Economic geography; Innovation economics; Economics; Political science; Economy; Economic system; Market economy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03094028084688525,"gpt":0.2490304695432797,"spread":0.2180901886963944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003286806,0.0008745306,0.001220728,0.002913559,0.001033752,0.004809305,0.0007529459,0.001797219,0.006215387],"category_scores_gemma":[0.005898418,0.0003041971,0.0004913023,0.008457715,0.00382667,0.005856848,0.002344954,0.003432669,0.002322598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001581706,"about_ca_system_score_gemma":0.004084943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00298527,"about_ca_topic_score_gemma":0.003289122,"domain_scores_codex":[0.9982362,0.0007096299,0.0001037787,0.0002039865,0.0005963369,0.0001501056],"domain_scores_gemma":[0.9946413,0.004172038,0.0003096899,0.0002191469,0.0004236073,0.0002341446],"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":[0.0000226135,0.00006118304,0.003206169,0.002443715,0.00006054803,0.0002600323,0.004510531,0.00161064,0.0001495923,0.4473559,0.1800809,0.3602381],"study_design_scores_gemma":[0.00001022005,0.00002720596,0.004047616,0.002463591,0.00002939399,0.0002674847,0.001922892,0.0009626644,0.000124764,0.2918823,0.6982383,0.00002353464],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005668939,0.8115643,0.00997864,0.04770785,0.006022271,0.00004919738,0.0003217012,0.00009620949,0.1185909],"genre_scores_gemma":[0.1048992,0.8485775,0.008099244,0.002391059,0.005809125,0.0001185147,0.0002646894,0.00005776533,0.02978285],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006215387,"threshold_uncertainty_score":0.02079254,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4235287756","doi":"10.1108/s1048-4736(2011)0000022002","title":"List of Contributors","year":2011,"lang":"en","type":"book-chapter","venue":"Advances in the study of entrepreneurship, innovation, and economic growth","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; History","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03051253192982136,"gpt":0.2313654882608933,"spread":0.2008529563310719,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001916513,0.00167779,0.001716471,0.006077822,0.003531291,0.01004218,0.002833947,0.00327851,0.7652321],"category_scores_gemma":[0.01246437,0.0005931341,0.001043616,0.00704297,0.0006177468,0.006507876,0.004323388,0.002682362,0.770627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002390623,"about_ca_system_score_gemma":0.004421496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003971238,"about_ca_topic_score_gemma":0.005231836,"domain_scores_codex":[0.9973917,0.0002959692,0.0001976197,0.0004792239,0.001315653,0.0003198908],"domain_scores_gemma":[0.9898073,0.0006933206,0.0003182097,0.0008623488,0.00672738,0.001591528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005727239,0.000006841924,0.00006190652,0.000120227,0.000001287083,0.00001551782,0.00002539098,0.00001238329,0.00004848697,0.0007415949,0.9718,0.02716063],"study_design_scores_gemma":[0.000001901498,0.000004987257,0.0001530096,0.0001358298,0.000001442789,0.00002657448,0.00004560281,0.00001396781,0.00002869418,0.0002603759,0.9993236,0.000004050186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008737121,0.01353655,0.002686686,0.0246807,0.1006104,0.00105311,0.03717098,0.004322125,0.8150657],"genre_scores_gemma":[0.001394701,0.004801285,0.0008991941,0.002937523,0.004646159,0.0003556694,0.01214132,0.0009365979,0.9718876],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7652321,"threshold_uncertainty_score":0.3348679,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}