{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":126,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":126,"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":"04e2c12e9fee","filters":{"topic":"Innovation, Technology, and Society"}},"results":[{"id":"W2803789488","doi":"10.1177/1368431017710907","title":"Risk, innovation, and democracy in the digital economy","year":2017,"lang":"en","type":"article","venue":"European Journal of Social Theory","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":128,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Democracy; Risk society; Sociology; Digital economy; Unemployment; Value (mathematics); Economics; Political economy; Social science; Political science; Economic growth; Law","authors":[{"name":"Dean Curran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02205255522877344,"gpt":0.2915724747051198,"spread":0.2695199194763463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005706998,0.0003173914,0.0004109108,0.001779611,0.003447621,0.009032811,0.0005088606,0.002772426,0.001935558],"category_scores_gemma":[0.006108026,0.0001893265,0.0003478228,0.00145246,0.03543219,0.008450556,0.005830258,0.00265224,0.00016865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003618166,"about_ca_system_score_gemma":0.002728024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001369973,"about_ca_topic_score_gemma":0.001201338,"domain_scores_codex":[0.9949481,0.003514814,0.0001409988,0.0002969366,0.0007306259,0.0003683776],"domain_scores_gemma":[0.9918283,0.006185199,0.0007872393,0.0004490468,0.000309061,0.0004411872],"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":[0.000004063078,0.000009365096,0.0004024426,0.00001382412,0.000002366578,0.00002839237,0.001535373,0.0005076272,0.00003118345,0.9948871,0.0001493268,0.002429104],"study_design_scores_gemma":[0.000006942938,0.00001614574,0.0004040356,0.00005481916,0.000003242708,0.00006779257,0.001778697,0.0007146933,0.00007180071,0.983321,0.01355122,0.000009696886],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2622938,0.02054012,0.08955442,0.08454292,0.0004517299,0.0001013313,0.00005305582,0.00007311794,0.5423896],"genre_scores_gemma":[0.9914914,0.002273348,0.002398346,0.0005736978,0.0001214672,0.00003195484,0.000004556846,0.000005448222,0.003099817],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009032811,"threshold_uncertainty_score":0.03018183,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206641421","doi":"10.1007/978-94-015-9405-9","title":"Web Work","year":2000,"lang":"en","type":"book","venue":"Information science and knowledge management","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":103,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Work (physics); Computer science; World Wide Web; Web application; Engineering; Mechanical engineering","authors":[{"name":"Chun Wei Choo","is_ca":true},{"name":"Brian Detlor","is_ca":true},{"name":"Don Turnbull","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01763464597196176,"gpt":0.2900086793478942,"spread":0.2723740333759325,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003858448,0.0006447862,0.0004263647,0.002408914,0.001686075,0.006855936,0.0009380003,0.001320083,0.4164917],"category_scores_gemma":[0.001340512,0.0003113232,0.0003823245,0.003112183,0.0008472084,0.006103093,0.002588906,0.001057755,0.3475433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007189336,"about_ca_system_score_gemma":0.000846859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001628318,"about_ca_topic_score_gemma":0.003774693,"domain_scores_codex":[0.9995083,0.00005190476,0.00001736725,0.00008066044,0.0002804411,0.00006127212],"domain_scores_gemma":[0.9993623,0.000114313,0.00002970046,0.0002246032,0.0001244048,0.0001447377],"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":[0.00003233693,0.0001063471,0.000296338,0.0001692088,0.000005697513,0.0000864234,0.0005675369,0.00009310715,0.0008412425,0.06182953,0.5337229,0.4022492],"study_design_scores_gemma":[0.000002843258,0.000007354175,0.0003334503,0.00006617464,0.00000204294,0.00007782071,0.0001428744,0.00005278443,0.0002061201,0.006105411,0.9929994,0.00000363574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000589936,0.0008106992,0.001373839,0.000565341,0.0003162287,0.00002874837,0.0004176546,0.0004799861,0.9954176],"genre_scores_gemma":[0.003500178,0.0008431039,0.0007445213,0.000260635,0.0001255689,0.00002241832,0.0006091378,0.0001724586,0.993722],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4164917,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2955353753","doi":"10.4000/irpp.310","title":"Procedural Policy Tools and the Temporal Dimensions of Policy Design","year":2019,"lang":"en","type":"article","venue":"International Review of Public Policy","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":100,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Robustness (evolution); Unintended consequences; Computer science; Congruence (geometry); Consistency (knowledge bases); Coherence (philosophical gambling strategy); Public policy; Identification (biology); Dimension (graph theory); Instrumental variable; Work (physics); Management science; Risk analysis (engineering); Economics; Engineering; Business; Psychology; Artificial intelligence; Political science; Machine learning; Social psychology; Mathematics","authors":[{"name":"Michael Howlett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05479750733727486,"gpt":0.3848691522984581,"spread":0.3300716449611832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06272768,0.001179105,0.00126451,0.005037724,0.003723369,0.01734422,0.003391504,0.004767901,0.00731075],"category_scores_gemma":[0.07852223,0.001554592,0.00173986,0.00660998,0.03600513,0.01889325,0.006863121,0.006345936,0.0008345275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01517716,"about_ca_system_score_gemma":0.0153452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004528483,"about_ca_topic_score_gemma":0.004104376,"domain_scores_codex":[0.9185976,0.0617639,0.004098873,0.005027805,0.00794219,0.002569512],"domain_scores_gemma":[0.9011593,0.0741609,0.009091464,0.009907657,0.004120078,0.001560542],"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":[0.00001851228,0.00001908844,0.0005073551,0.0001865356,0.00002854043,0.00001755054,0.001002293,0.002685828,0.0001295541,0.9841347,0.0002262671,0.01104366],"study_design_scores_gemma":[0.00002711127,0.00005253747,0.0006829554,0.0003822834,0.00003141302,0.00004188808,0.001197786,0.002780403,0.0003490607,0.9613505,0.03307514,0.00002884948],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03625076,0.01119252,0.7362068,0.02544442,0.0004666923,0.000668242,0.0003150898,0.0003983176,0.1890572],"genre_scores_gemma":[0.7499448,0.007703371,0.2283607,0.00228703,0.0002539366,0.00186318,0.0002262452,0.0002891822,0.009071675],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06272768,"threshold_uncertainty_score":0.3317396,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4239078532","doi":"10.1787/9789264193321-en","title":"Commercialising Public Research","year":2013,"lang":"en","type":"book","venue":"OECD eBooks","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":51,"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","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2237460545068155,"gpt":0.4218860166254921,"spread":0.1981399621186765,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003765487,0.0008946851,0.0006353605,0.004326008,0.002245212,0.0148781,0.001390095,0.005238143,0.08677015],"category_scores_gemma":[0.009783626,0.0005522104,0.0008631381,0.005179361,0.006191546,0.01284791,0.00645206,0.003965503,0.04370967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003939875,"about_ca_system_score_gemma":0.006581421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0015417,"about_ca_topic_score_gemma":0.001954734,"domain_scores_codex":[0.9960902,0.000844256,0.0001619161,0.0005386879,0.001866153,0.0004987086],"domain_scores_gemma":[0.9924338,0.003941824,0.0004969263,0.00190612,0.0008146364,0.0004066987],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001514623,0.00005608124,0.0002301001,0.0004285829,0.000008155008,0.0001409025,0.0008000705,0.0002715235,0.0006487289,0.5632588,0.2277723,0.2063696],"study_design_scores_gemma":[0.000007370521,0.00001123223,0.0002320428,0.0003670534,0.000003297747,0.0001873969,0.0001918287,0.0001104868,0.0003575188,0.03183858,0.966687,0.000006108011],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001069496,0.01294764,0.003081582,0.005185962,0.0007616868,0.00008615568,0.0001332349,0.0003626511,0.9763716],"genre_scores_gemma":[0.04662155,0.04909291,0.00722757,0.005269147,0.004391259,0.0003263559,0.0007635265,0.0005974699,0.8857102],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9962345,"threshold_uncertainty_score":0.290275,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3198687808","doi":"10.25300/misq/2021/16024","title":"When Digital Technologies Enable and Threaten Occupational Identity: The Delicate Balancing Act of Data Scientists","year":2021,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Optimal distinctiveness theory; Identity (music); Emerging technologies; Scholarship; Internet privacy; Identity management; Digital identity; Sociology; Public relations; Data science; Computer science; Political science; Psychology; Process (computing); Aesthetics; Social psychology; Computer security; Law","authors":[{"name":"Emmanuelle Vaast","is_ca":true},{"name":"Alain Pinsonneault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04793338728378378,"gpt":0.3295580791440935,"spread":0.2816246918603098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02854363,0.0004266496,0.0005962222,0.004871993,0.02399259,0.02914986,0.001608525,0.004752499,0.002947815],"category_scores_gemma":[0.04536124,0.0006306063,0.0005809895,0.002905304,0.04356275,0.02965673,0.02338633,0.005927815,0.000723071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006832347,"about_ca_system_score_gemma":0.008468526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00328767,"about_ca_topic_score_gemma":0.003418639,"domain_scores_codex":[0.9690161,0.02144562,0.0008948153,0.001764094,0.004295757,0.002583606],"domain_scores_gemma":[0.9670633,0.02154231,0.002525777,0.002964776,0.002302034,0.003601819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005392796,0.0000979547,0.01302527,0.00008503297,0.00001802,0.0007070781,0.8236666,0.0001258415,0.0009397102,0.1338551,0.001169055,0.02625629],"study_design_scores_gemma":[0.00001714637,0.00006443764,0.004059188,0.0002185286,0.00001765443,0.000456449,0.8361517,0.0004791118,0.0007512421,0.09381743,0.06391624,0.00005082782],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8157859,0.002164043,0.01960584,0.04192572,0.0003109612,0.0001493704,0.00003933469,0.00008216651,0.1199366],"genre_scores_gemma":[0.9942775,0.0003852167,0.001973409,0.001098112,0.00004110992,0.00004525901,0.00001037765,0.00002236794,0.002146593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9760074,"threshold_uncertainty_score":0.150955,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2019039560","doi":"10.5437/08956308x5605007","title":"Tools for Managing Early-Stage Business Model Innovation","year":2013,"lang":"en","type":"article","venue":"Research-Technology Management","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Stage (stratigraphy); Process management; Business; Geology","authors":[{"name":"John Evans","is_ca":true},{"name":"Ray Johnson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1373608905342075,"gpt":0.4119957894595848,"spread":0.2746348989253773,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01077517,0.002946647,0.001215404,0.01203413,0.0007388305,0.00740225,0.00262365,0.001561145,0.01052761],"category_scores_gemma":[0.04027479,0.000977783,0.001262412,0.006274117,0.0007006864,0.007682636,0.004127734,0.001752663,0.005735038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001466006,"about_ca_system_score_gemma":0.00230081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002060084,"about_ca_topic_score_gemma":0.002417987,"domain_scores_codex":[0.9936615,0.001648087,0.0009287774,0.0005152528,0.002957814,0.0002885203],"domain_scores_gemma":[0.9739677,0.0120268,0.004877109,0.002869,0.005487007,0.000772196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002301925,0.0005695326,0.01264858,0.001516267,0.0001947239,0.0002896881,0.001280344,0.01598511,0.003430619,0.03422096,0.02454649,0.9050875],"study_design_scores_gemma":[0.0003796117,0.0007230649,0.0227607,0.004156038,0.000472628,0.001567828,0.002585236,0.5775144,0.03169303,0.1787961,0.1787374,0.0006139677],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01335849,0.001179481,0.9337804,0.001031125,0.0001093235,0.001288192,0.002357863,0.02918489,0.01771016],"genre_scores_gemma":[0.0811189,0.0009478808,0.9093546,0.0001298306,0.00005222113,0.001271132,0.002712038,0.0006284945,0.003784952],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01203413,"threshold_uncertainty_score":0.05698526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3009319187","doi":"10.1080/19420676.2020.1738532","title":"Everyone a Changemaker? Exploring the Moral Underpinnings of Social Innovation Discourse Through Real Utopias","year":2020,"lang":"en","type":"article","venue":"Journal of Social Entrepreneurship","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Social innovation; Sociology; Wright; Perspective (graphical); Politics; Social change; Epistemology; Environmental ethics; Public relations; Political science; Law","authors":[{"name":"Simon Teasdale","is_ca":false},{"name":"Michael J. Roy","is_ca":false},{"name":"Rafael Ziegler","is_ca":true},{"name":"Stefanie Mauksch","is_ca":false},{"name":"Pascal Dey","is_ca":false},{"name":"Emmanuel Raufflet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1735454212204783,"gpt":0.3560583829116188,"spread":0.1825129616911405,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05080903,0.0007508293,0.0009314265,0.003222049,0.0178106,0.02958931,0.002924423,0.01138875,0.003587276],"category_scores_gemma":[0.04637331,0.0006951215,0.0009202159,0.002048823,0.1431663,0.03050069,0.01440898,0.01456596,0.0005449682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01335585,"about_ca_system_score_gemma":0.01070251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002645667,"about_ca_topic_score_gemma":0.002087546,"domain_scores_codex":[0.9506528,0.04112295,0.0007906532,0.001899921,0.003513697,0.002019924],"domain_scores_gemma":[0.9384107,0.05125249,0.003101561,0.002688199,0.002882298,0.001664848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007318486,0.00001777786,0.0001676933,0.00003992903,0.000003372652,0.00006033446,0.07092133,0.0001532712,0.0000923299,0.9262245,0.000589731,0.001722504],"study_design_scores_gemma":[0.00001757952,0.00001719071,0.0002282121,0.000292674,0.000007543919,0.00008137586,0.08866782,0.00129058,0.0003038236,0.8731948,0.03587035,0.00002807068],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1896296,0.007013353,0.09174039,0.3896832,0.001935943,0.0002009895,0.0000539339,0.0001589843,0.3195835],"genre_scores_gemma":[0.9892012,0.0006086847,0.0047246,0.002762551,0.0001580032,0.0001126602,0.000008327076,0.00004875618,0.002375177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05080903,"threshold_uncertainty_score":0.268707,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2194457100","doi":"10.2139/ssrn.2701477","title":"Toward a Theory of Social Innovation","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Social innovation; Business; Sociology; Political science; Public relations","authors":[{"name":"Kristen Pue","is_ca":true},{"name":"Christian Vandergeest","is_ca":false},{"name":"Dan Breznitz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03815318536133945,"gpt":0.3161623544900977,"spread":0.2780091691287583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006158453,0.0007809302,0.001182573,0.003924818,0.002396893,0.008059006,0.002742518,0.004164559,0.006601219],"category_scores_gemma":[0.009442117,0.0005680559,0.001522098,0.0024542,0.01933618,0.01198462,0.003067144,0.004708464,0.001081081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004453472,"about_ca_system_score_gemma":0.004377689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004055971,"about_ca_topic_score_gemma":0.00352885,"domain_scores_codex":[0.9965911,0.002004882,0.0001035189,0.0004610777,0.0006105645,0.000229006],"domain_scores_gemma":[0.9919566,0.005340551,0.0004803094,0.0008068514,0.0009632511,0.0004523614],"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":[9.889155e-7,0.00000575361,0.00009674963,0.000006826485,0.000002193547,0.000007920175,0.0001551881,0.0004547888,0.00001210805,0.9983005,0.000252771,0.0007042721],"study_design_scores_gemma":[0.0000064098,0.000004154295,0.00007370402,0.00001068947,0.000002170281,0.00001359206,0.0001356118,0.002601129,0.00001369721,0.9944681,0.002667864,0.000002853422],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02607666,0.002508691,0.66693,0.05857488,0.0005867105,0.0001601002,0.0002016102,0.0002429037,0.2447184],"genre_scores_gemma":[0.847284,0.002520748,0.1299491,0.003153011,0.0008758259,0.0006003525,0.0001554181,0.00008611142,0.01537547],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008059006,"threshold_uncertainty_score":0.03256941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2892468222","doi":"10.1007/s11229-018-01950-8","title":"The turbulent age of innovation","year":2018,"lang":"en","type":"article","venue":"Synthese","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Institut national de la recherche scientifique","keywords":"Responsible Research and Innovation; Connotation; Value (mathematics); Meaning (existential); Innovation management; Politics; Sociology; Epistemology; Business; Marketing; Political science; Public relations; Computer science","authors":[{"name":"Lucien von Schomberg","is_ca":false},{"name":"Vincent Blok","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02946679072221644,"gpt":0.3211926960160399,"spread":0.2917259052938235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007919754,0.0004335899,0.0004685152,0.002691287,0.005826809,0.01283649,0.0006590375,0.003371677,0.004578762],"category_scores_gemma":[0.0115892,0.0002609688,0.0004522392,0.004221563,0.03816697,0.0159209,0.006729995,0.004770097,0.0006734754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007170239,"about_ca_system_score_gemma":0.004770704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00149705,"about_ca_topic_score_gemma":0.001044246,"domain_scores_codex":[0.9913138,0.00609054,0.0002272574,0.0005055501,0.001181256,0.0006816253],"domain_scores_gemma":[0.9892096,0.007290186,0.001022054,0.001102295,0.0008034569,0.0005725419],"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":[0.000008270984,0.000004841116,0.0002557371,0.00004279289,0.00000296952,0.00005614917,0.0137241,0.0001755208,0.00005960972,0.9810566,0.001472345,0.003141062],"study_design_scores_gemma":[0.00001039494,0.00002363991,0.0007793073,0.0004334766,0.0000070273,0.000129868,0.02772436,0.0006530857,0.0001847511,0.7897238,0.1803086,0.00002177271],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1721634,0.03785875,0.0345225,0.236066,0.002932285,0.0001028081,0.0002393582,0.0001953045,0.5159196],"genre_scores_gemma":[0.9832574,0.006685945,0.001966751,0.003617575,0.0004491963,0.00006645314,0.00003632176,0.00003330987,0.003887157],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01283649,"threshold_uncertainty_score":0.05202401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2063034310","doi":"10.1177/0969776409340193","title":"Re-Bundling and the Development of Hollow Clusters in the East German Chemical Industry","year":2009,"lang":"en","type":"article","venue":"European Urban and Regional Studies","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Restructuring; German; Dominance (genetics); Economic geography; Globalization; Economic system; East Asia; Economic restructuring; Economics; Politics; Business; Market economy; Economy; Political science; Geography; China","authors":[{"name":"Harald Bathelt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06818061033290852,"gpt":0.3177256563687912,"spread":0.2495450460358827,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006477506,0.0001176384,0.0001451163,0.0009885055,0.001427936,0.002123804,0.0002632737,0.0003593053,0.002128246],"category_scores_gemma":[0.001008931,0.0001739424,0.0001372999,0.001085026,0.002383443,0.001734467,0.002300665,0.0003387296,0.0002495124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00311513,"about_ca_system_score_gemma":0.001506698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0141101,"about_ca_topic_score_gemma":0.02405613,"domain_scores_codex":[0.9995358,0.0001281649,0.00001919915,0.0000739831,0.00007941036,0.0001635323],"domain_scores_gemma":[0.999429,0.0001185245,0.0001759836,0.00004921367,0.00008049099,0.0001466221],"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":[0.0004962703,0.0001645187,0.08377171,0.0004010799,0.00007199452,0.003018978,0.09465493,0.01541271,0.01104516,0.6498374,0.00383457,0.1372908],"study_design_scores_gemma":[0.00008603922,0.000556892,0.4556476,0.0004112299,0.0001809347,0.001930611,0.1645865,0.01656965,0.01171804,0.1178623,0.2303231,0.000127068],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816495,0.0005231068,0.001216179,0.0003009685,0.000004846887,0.000009607881,0.00002184981,0.000006822885,0.01626735],"genre_scores_gemma":[0.9977462,0.0002656184,0.0002746869,0.00001506308,0.000001115328,0.0000021117,0.00001803941,0.000001402202,0.0016759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9985721,"threshold_uncertainty_score":0.02805597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2771665183","doi":"10.1108/tlo-02-2017-0023","title":"Towards a taxonomy of intergenerational knowledge transfer practices","year":2017,"lang":"en","type":"article","venue":"The Learning Organization","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Archetype; Knowledge management; German; Originality; Comparative case; Knowledge transfer; Adaptation (eye); Taxonomy (biology); Sociology; Context (archaeology); Qualitative research; Psychology; Computer science; Social science; Geography","authors":[{"name":"Kerstin Kuyken","is_ca":true},{"name":"Mehran Ebrahimi","is_ca":true},{"name":"Anne‐Laure Saives","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0656174786901544,"gpt":0.3457590112308878,"spread":0.2801415325407334,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007393227,0.0007053978,0.000441308,0.009004254,0.003949952,0.008764158,0.001904985,0.001506392,0.004132304],"category_scores_gemma":[0.01383164,0.0003726501,0.0006402609,0.007680503,0.009864721,0.01311523,0.004799875,0.001457751,0.0005375804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008174352,"about_ca_system_score_gemma":0.006755594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02445944,"about_ca_topic_score_gemma":0.01932814,"domain_scores_codex":[0.9954119,0.002293883,0.000465998,0.0005426001,0.000830095,0.0004555365],"domain_scores_gemma":[0.986392,0.006211077,0.001700987,0.002258669,0.002905683,0.0005315882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005758533,0.0001620515,0.05952976,0.001083881,0.00005083617,0.001403756,0.3259377,0.001932641,0.001849859,0.3972973,0.001817993,0.2088766],"study_design_scores_gemma":[0.00002063296,0.0001729723,0.05856495,0.00252331,0.00006014183,0.00269166,0.5050247,0.008360728,0.001455759,0.2886047,0.1324348,0.00008560099],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4258019,0.004561022,0.3669236,0.005850422,0.0001359928,0.002100418,0.0009137315,0.0004568032,0.193256],"genre_scores_gemma":[0.883886,0.001791345,0.1068284,0.0002639158,0.00001741735,0.001210308,0.000654282,0.00004758803,0.005300696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02445944,"threshold_uncertainty_score":0.0593093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2943127054","doi":"10.22215/timreview/1233","title":"A Discipline-Spanning Overview of Action Research and Its Implications for Technology and Innovation Management","year":2019,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Action (physics); Action research; Product (mathematics); Innovation management; Knowledge management; Product lifecycle; Process management; Business; Management; Management science; New product development; Engineering; Computer science; Marketing; Economics; Mathematics","authors":[{"name":"Matthias Guertler","is_ca":false},{"name":"Nathalie Sick","is_ca":false},{"name":"Anton Kriz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2202526454193562,"gpt":0.4940428577695334,"spread":0.2737902123501772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03859727,0.001381191,0.002515136,0.01358201,0.003564746,0.01449609,0.002931722,0.009201859,0.008614188],"category_scores_gemma":[0.03047884,0.0007892547,0.001402541,0.01662692,0.01984652,0.01266349,0.005651035,0.00780312,0.001649767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01076495,"about_ca_system_score_gemma":0.01328574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004347609,"about_ca_topic_score_gemma":0.003157513,"domain_scores_codex":[0.9671331,0.0216417,0.002005503,0.003116664,0.004917681,0.001185352],"domain_scores_gemma":[0.9238808,0.06268971,0.003168945,0.003382954,0.005507003,0.001370695],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003550525,0.00008372162,0.0006249222,0.006899891,0.00005827513,0.00008245587,0.003299805,0.0006335091,0.0001682348,0.8213858,0.01338136,0.1533465],"study_design_scores_gemma":[0.00001742974,0.00009543956,0.00171311,0.02953051,0.00005955176,0.0004486661,0.003686996,0.0006459713,0.0001964443,0.4736516,0.489895,0.00005927254],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001011165,0.8977358,0.02583974,0.03828126,0.002074188,0.0001189286,0.0001221625,0.0000672251,0.03474954],"genre_scores_gemma":[0.08394668,0.8592525,0.03130995,0.01560751,0.00516334,0.0005855478,0.0002571456,0.00009858915,0.003778687],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9614027,"threshold_uncertainty_score":0.2041243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230921122","doi":"10.22215/timreview1026","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":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Engineering ethics; Political science; Engineering management; Sociology; Engineering","authors":[{"name":"Martin Sperrer","is_ca":false},{"name":"Christiana Müller","is_ca":false},{"name":"Julia Soos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01603063213930122,"gpt":0.298223636900758,"spread":0.2821930047614568,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005260373,0.0003608319,0.0004862375,0.002712149,0.001837177,0.007626758,0.0008054003,0.00378694,0.00331953],"category_scores_gemma":[0.005311888,0.0002102923,0.0003972764,0.003246835,0.008461703,0.009094022,0.003877306,0.002688595,0.0004987472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004622444,"about_ca_system_score_gemma":0.004089071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00103225,"about_ca_topic_score_gemma":0.0007835493,"domain_scores_codex":[0.9950859,0.002983816,0.0002566682,0.0004363883,0.000720734,0.0005164015],"domain_scores_gemma":[0.9976338,0.001189508,0.0004780683,0.00008909148,0.0002909465,0.0003186244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002383291,0.00002908443,0.0009744997,0.0005185798,0.00001134216,0.0001770656,0.00390427,0.0004408412,0.000210071,0.9147493,0.005372448,0.07358856],"study_design_scores_gemma":[0.00002444754,0.0001487995,0.009234402,0.006530032,0.00004666097,0.00232601,0.008624463,0.00188641,0.0006549514,0.3625636,0.607868,0.00009216257],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07151807,0.5711393,0.02593508,0.09915479,0.004855189,0.0001107898,0.00009074436,0.00007089265,0.2271251],"genre_scores_gemma":[0.8472111,0.1267057,0.007308236,0.005074366,0.001800183,0.0001411155,0.00005166189,0.00002027161,0.01168737],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007626758,"threshold_uncertainty_score":0.03353834,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411691679","doi":"10.1093/jeea/jvaf023","title":"Expertise","year":2025,"lang":"en","type":"article","venue":"Journal of the European Economic Association","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Future Earth","funders":"","keywords":"Economics; Business","authors":[{"name":"David Autor","is_ca":false},{"name":"Neil Thompson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01025982092746141,"gpt":0.265175582167782,"spread":0.2549157612403206,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001066758,0.0003344909,0.0003100779,0.0017343,0.001014119,0.001949928,0.0008082658,0.0007357891,0.05889136],"category_scores_gemma":[0.007657877,0.0002035822,0.0003322519,0.001381737,0.001107639,0.002519214,0.002236134,0.00069433,0.0104771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00118027,"about_ca_system_score_gemma":0.0009232039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002452198,"about_ca_topic_score_gemma":0.002297163,"domain_scores_codex":[0.9982719,0.0003081287,0.000106929,0.0004305925,0.0006386316,0.0002436153],"domain_scores_gemma":[0.9959407,0.001129207,0.000692588,0.0009325352,0.0008697296,0.0004352264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003627245,0.0003268223,0.05629065,0.0008423353,0.0001282606,0.0008108953,0.007778706,0.004283196,0.00935176,0.3509182,0.05621489,0.5126916],"study_design_scores_gemma":[0.00008604368,0.0003347312,0.1553528,0.0003872754,0.00007354753,0.001629833,0.004035091,0.006000021,0.003101852,0.2590492,0.5698804,0.00006919392],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1688237,0.001014017,0.03658401,0.002896119,0.0002599786,0.0001962117,0.002164693,0.0004773342,0.7875839],"genre_scores_gemma":[0.8744817,0.0006306673,0.01468886,0.0008916641,0.0001886739,0.000209638,0.001721776,0.0001182279,0.1070689],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05889136,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3038506493","doi":"10.22215/timreview/1367","title":"An Empirical Study into the Individual-Level Antecedents to Employee-Driven Innovation","year":2020,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Point (geometry); Business; Empirical research; Knowledge management; Marketing; Industrial organization; Computer science; Epistemology; Mathematics","authors":[{"name":"Chukwuemeka Echebiri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1343400616468707,"gpt":0.4197266004046535,"spread":0.2853865387577827,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003567924,0.0002466151,0.000391111,0.001782928,0.0008531217,0.00173215,0.0009177073,0.0008256481,0.00947323],"category_scores_gemma":[0.01248148,0.000268285,0.0004932444,0.002387409,0.0007422726,0.001017347,0.001300562,0.001110498,0.0007816032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001485635,"about_ca_system_score_gemma":0.002234675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006120562,"about_ca_topic_score_gemma":0.009038848,"domain_scores_codex":[0.9982414,0.0007455416,0.0000972511,0.0002495942,0.0003944869,0.0002717424],"domain_scores_gemma":[0.9695311,0.02012117,0.00519178,0.0009293438,0.002290386,0.00193622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007394619,0.001022415,0.9780514,0.0001210758,0.00007466132,0.0001062896,0.001562112,0.000167304,0.00009850023,0.001809587,0.0004195867,0.01649311],"study_design_scores_gemma":[0.00001233193,0.0002101904,0.9918237,0.0001412694,0.00009072029,0.00009723116,0.004850376,0.0006651214,0.0001408373,0.0006466833,0.001311911,0.000009619681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948632,0.0009239189,0.0003140794,0.0003212495,0.00001206021,0.00005445907,0.0002103467,0.000004453699,0.003296108],"genre_scores_gemma":[0.9975804,0.0008796649,0.000415349,0.0000658473,0.0000187275,0.00005698228,0.0002126737,0.000001768915,0.0007686162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00947323,"threshold_uncertainty_score":0.03169113,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2574794430","doi":"10.1111/apce.12157","title":"RAIFFEISEN AS SOCIAL INNOVATOR","year":2017,"lang":"en","type":"article","venue":"Annals of Public and Cooperative Economics","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Hindsight bias; Agency (philosophy); Action (physics); Process (computing); Social change; Social innovation; Sociology; Innovator; Public relations; Positive economics; Law and economics; Political science; Social science; Economics; Social psychology; Law; Psychology","authors":[{"name":"Brett Fairbairn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.135204726695081,"gpt":0.3831766155352848,"spread":0.2479718888402037,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004524674,0.000310617,0.0003584888,0.001241884,0.003810669,0.006439188,0.0008288157,0.003300927,0.003943196],"category_scores_gemma":[0.004870051,0.0001899073,0.000220925,0.0007662157,0.01823069,0.007033466,0.004129557,0.002355739,0.0006478278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004859723,"about_ca_system_score_gemma":0.002795776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001275977,"about_ca_topic_score_gemma":0.001273967,"domain_scores_codex":[0.9972262,0.001463659,0.00009131445,0.000418529,0.0004400609,0.000360275],"domain_scores_gemma":[0.9963952,0.00231928,0.0004489753,0.0002731212,0.0002796024,0.0002838414],"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":[0.00001442131,0.00001483335,0.0004911949,0.00003191834,0.000002022581,0.0001873601,0.006890885,0.0002032514,0.0001940284,0.9834863,0.001969997,0.006513776],"study_design_scores_gemma":[0.00002336006,0.00009104732,0.0008285563,0.0003299886,0.00001600493,0.001018553,0.01111624,0.002257324,0.002526125,0.5001493,0.4815944,0.00004921857],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.240508,0.01766473,0.02375908,0.07508282,0.001108637,0.000103746,0.00006937647,0.0001927352,0.6415108],"genre_scores_gemma":[0.9641648,0.00290976,0.002752041,0.001331975,0.0001759845,0.0000377524,0.00001322018,0.00001762915,0.02859671],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006439188,"threshold_uncertainty_score":0.03525984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W102362938","doi":"10.1007/978-3-531-91349-0_7","title":"Innovationssysteme und „Varieties of Capitalism“ unter Bedingungen ökonomischer Globalisierung","year":2009,"lang":"de","type":"book-chapter","venue":"VS Verlag für Sozialwissenschaften eBooks","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Kurt Hübner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02304900905518619,"gpt":0.2980801466971186,"spread":0.2750311376419324,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001794536,0.0004308535,0.0003193354,0.002209266,0.001859069,0.01018464,0.00059482,0.001407266,0.007553991],"category_scores_gemma":[0.004037729,0.0002369976,0.0004293083,0.002535841,0.01883155,0.00762402,0.004485967,0.00162089,0.0005257311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008481449,"about_ca_system_score_gemma":0.002571691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002933506,"about_ca_topic_score_gemma":0.002254609,"domain_scores_codex":[0.99805,0.0008406421,0.00007106403,0.0003291403,0.0003869933,0.0003222153],"domain_scores_gemma":[0.9978598,0.00104409,0.0003691435,0.0002760018,0.0002308429,0.0002200982],"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":[0.000009621319,0.000004540552,0.0004883106,0.00003130493,0.000004154599,0.00003206274,0.0009349631,0.0008024108,0.0001436487,0.9917409,0.000461362,0.00534676],"study_design_scores_gemma":[0.00001051646,0.00001877815,0.002631915,0.00008465067,0.000009517744,0.0001006743,0.002373544,0.001518737,0.0002942584,0.9560298,0.03691527,0.0000123267],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1900195,0.01008786,0.04130485,0.01344189,0.0002385407,0.0001001886,0.000227022,0.0001852598,0.7443948],"genre_scores_gemma":[0.980254,0.002123611,0.003248829,0.0002227347,0.00006460245,0.00007727713,0.0000472684,0.00002551401,0.01393608],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01018464,"threshold_uncertainty_score":0.06153744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2902574300","doi":"10.5539/jsd.v11n6p152","title":"Transformational Communities: A Programmatic Ambivalence as a Learning Path for the Cognitive Planet","year":2018,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Ambivalence; Transformational leadership; Anthropocene; Sociology; Path (computing); Environmental ethics; Planet; Top-down and bottom-up design; Public relations; Political science; Psychology; Social psychology; Engineering; Computer science","authors":[{"name":"Paulo Castro Seixas","is_ca":false},{"name":"Nadine Lobner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02094694912471906,"gpt":0.2985750873869676,"spread":0.2776281382622485,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01287114,0.0003954411,0.0003868687,0.001483499,0.01230243,0.01251154,0.001991449,0.003216068,0.005171981],"category_scores_gemma":[0.01024481,0.0003934512,0.0004951344,0.001149515,0.06830297,0.01357121,0.01938108,0.005722075,0.0004266351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006570387,"about_ca_system_score_gemma":0.009124995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001524849,"about_ca_topic_score_gemma":0.002103364,"domain_scores_codex":[0.9850981,0.01096647,0.0002254359,0.001050175,0.001455277,0.001204504],"domain_scores_gemma":[0.9935566,0.003393092,0.0004346761,0.0009614879,0.0005650574,0.001089142],"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":[0.000009350872,0.00002039526,0.0002104921,0.00002440278,0.000002261502,0.00008790386,0.03025104,0.0001951942,0.0001754139,0.9649217,0.0004405523,0.003661383],"study_design_scores_gemma":[0.00001440096,0.00003979356,0.000245706,0.00007561709,0.000003841933,0.0002037651,0.04022399,0.0007677387,0.0002649833,0.9037608,0.05438369,0.00001575852],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1671943,0.001128393,0.2282019,0.09236769,0.0004761197,0.0004627968,0.00007171933,0.0004149957,0.5096821],"genre_scores_gemma":[0.9836742,0.0001309336,0.01026054,0.0007129857,0.00002511558,0.0001648287,0.00001459866,0.00004562105,0.004971214],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01287114,"threshold_uncertainty_score":0.06806988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3196681601","doi":"10.1007/s11266-021-00387-x","title":"Emancipatory Social Innovation: Within and Beyond the Innovative Society","year":2021,"lang":"en","type":"article","venue":"VOLUNTAS International Journal of Voluntary and Nonprofit Organizations","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Performative utterance; Transformative learning; Sociology; Ambivalence; Proposition; Categorization; Government (linguistics); Social innovation; Epistemology; Key (lock); Social science; Public relations; Political science; Social psychology; Pedagogy; Computer science","authors":[{"name":"Marc D. Lachapelle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.016048193297722,"gpt":0.3042172713818513,"spread":0.2881690780841293,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01054521,0.0003145963,0.0004183647,0.002222381,0.006208881,0.01354619,0.001060341,0.00277002,0.003278302],"category_scores_gemma":[0.007462363,0.0001390619,0.0004459133,0.002184694,0.04952816,0.01082566,0.008839781,0.003822649,0.0004213288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006098143,"about_ca_system_score_gemma":0.005338461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001089319,"about_ca_topic_score_gemma":0.0009624789,"domain_scores_codex":[0.9902582,0.007290843,0.0001757495,0.0005803735,0.001152639,0.000542231],"domain_scores_gemma":[0.9872971,0.008946746,0.0008309609,0.001151531,0.0008857202,0.0008879492],"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":[0.000006776762,0.00001178488,0.0002931775,0.00003699974,0.000002380079,0.00006996939,0.02027375,0.0000942576,0.00009406202,0.9739429,0.0005423362,0.004631518],"study_design_scores_gemma":[0.00001110841,0.00004333869,0.0009632632,0.0004165769,0.000008941859,0.0001925575,0.03996649,0.001080196,0.0006320406,0.8270299,0.1296305,0.00002498411],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1893152,0.008517191,0.06227977,0.08697447,0.0008693302,0.0001437824,0.00007249101,0.0001538,0.6516739],"genre_scores_gemma":[0.9901119,0.001163836,0.002788317,0.0009376974,0.0001913902,0.00006346887,0.00001374087,0.00002120838,0.004708467],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01354619,"threshold_uncertainty_score":0.05576909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407275797","doi":"10.70266/9783886177189","title":"10.70266/9783886177189","year":2000,"lang":"en","type":"book","venue":"Time to knit","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science","authors":[{"name":"Stefan Doose","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01080538962331963,"gpt":0.2318714972898815,"spread":0.2210661076665619,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00060415,0.001677747,0.0008136864,0.0018683,0.001341725,0.004606359,0.00174559,0.002255736,0.9687778],"category_scores_gemma":[0.001362726,0.000685775,0.000584121,0.002997613,0.0009210443,0.004601827,0.003105428,0.001384765,0.9725438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006694169,"about_ca_system_score_gemma":0.0006381156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002514625,"about_ca_topic_score_gemma":0.003536501,"domain_scores_codex":[0.9996194,0.00003393704,0.0000226728,0.0001039635,0.0001624047,0.00005769704],"domain_scores_gemma":[0.9991519,0.0002490407,0.0000505225,0.0001470251,0.000188766,0.0002126766],"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":[0.00007043949,0.00007273872,0.0002239192,0.0002671024,0.000007494073,0.00008766345,0.0000983876,0.0001516547,0.001094225,0.006507115,0.5828885,0.4085307],"study_design_scores_gemma":[0.000012118,0.00002041887,0.0003877942,0.0001441253,0.000004473387,0.0001086026,0.00006967423,0.00008233693,0.0001900747,0.0008900292,0.9980822,0.000008165377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002457157,0.0004301177,0.0005484332,0.0002012992,0.0001901398,0.0000330458,0.0005567025,0.0006587921,0.9971358],"genre_scores_gemma":[0.0005619999,0.0002910171,0.0002365438,0.000123076,0.00004842872,0.00002926038,0.0003511445,0.0002482514,0.9981103],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03122222,"threshold_uncertainty_score":0.04453462,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4212991447","doi":"10.5772/36056","title":"Social Entrepreneurship","year":2012,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Entrepreneurship; Sociology; Business","authors":[{"name":"Lee A.","is_ca":true},{"name":"Dessa David","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05510248397352769,"gpt":0.3124632173477104,"spread":0.2573607333741827,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005691148,0.0007055205,0.0006238671,0.001032918,0.001487812,0.004913608,0.0005328354,0.001406,0.04154551],"category_scores_gemma":[0.0007986454,0.0002628741,0.0002938078,0.001186487,0.003558571,0.003494944,0.002460086,0.001932849,0.01536694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001309165,"about_ca_system_score_gemma":0.001387251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001269674,"about_ca_topic_score_gemma":0.002653025,"domain_scores_codex":[0.9997057,0.00009400226,0.000009146448,0.00006445406,0.00008001488,0.00004665496],"domain_scores_gemma":[0.9998292,0.00005480053,0.00001071833,0.00004013034,0.00003056862,0.00003461966],"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":[0.00001220736,0.00005787739,0.0002637796,0.0001604939,0.00001102702,0.00005766032,0.001608862,0.0002284471,0.0002609115,0.6745974,0.1494483,0.173293],"study_design_scores_gemma":[0.000004746127,0.0000149633,0.0007148799,0.0002984976,0.000003569635,0.00009819522,0.0005681069,0.0001131695,0.0001246384,0.2138543,0.7841996,0.000005360078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001564285,0.02645251,0.002310995,0.006225494,0.0008316545,0.00003338753,0.0001063159,0.0001122921,0.9623632],"genre_scores_gemma":[0.0730702,0.03771508,0.002692246,0.002403093,0.0009874564,0.0001516104,0.0003050338,0.000154299,0.882521],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04154551,"threshold_uncertainty_score":0.1389836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410185446","doi":"10.1111/joms.13239","title":"Constructing ‘Problems’ and ‘Solutions’: Social Innovation as Social‐Symbolic Work","year":2025,"lang":"en","type":"article","venue":"Journal of Management Studies","topic":"Innovation, Technology, and Society","field":"Social Sciences","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":"Work (physics); Social innovation; Sociology; The Symbolic; Public relations; Political science; Psychology; Engineering","authors":[{"name":"Paul Tracey","is_ca":false},{"name":"Neil Stott","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06322500600772565,"gpt":0.3631858525367852,"spread":0.2999608465290595,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01546235,0.001313419,0.001163289,0.005539568,0.01343689,0.0263765,0.003250329,0.01042848,0.006354866],"category_scores_gemma":[0.01382985,0.000752575,0.001014392,0.00550018,0.1693232,0.0316147,0.01798113,0.008502173,0.001150441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01501594,"about_ca_system_score_gemma":0.01192456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005102219,"about_ca_topic_score_gemma":0.004374072,"domain_scores_codex":[0.9741493,0.02019511,0.000447823,0.001545388,0.002528842,0.001133628],"domain_scores_gemma":[0.9813964,0.01441371,0.001105003,0.00139289,0.0005896247,0.001102386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007868921,0.00001407131,0.0001832868,0.0001175088,0.000005932515,0.00008513554,0.04370206,0.0002836713,0.00004400251,0.9479868,0.001394666,0.006175026],"study_design_scores_gemma":[0.00001270495,0.00001473395,0.0001337897,0.0004053931,0.000005176405,0.00009580622,0.01895286,0.0005500343,0.00007492441,0.9194864,0.06025078,0.00001740913],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05752856,0.08320577,0.1055009,0.2297383,0.001976631,0.0002970904,0.0001494381,0.000275809,0.5213275],"genre_scores_gemma":[0.9516627,0.01577973,0.01852179,0.005412779,0.0006746663,0.0003359879,0.00007626999,0.0001280686,0.007407931],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9865631,"threshold_uncertainty_score":0.1089488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392695218","doi":"10.4337/9781800887459.00008","title":"Social innovation and public policy","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Innovation, Technology, and Society","field":"Social Sciences","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":"Social innovation; Business; Political science; Public relations","authors":[{"name":"Geoff Mulgan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04292880654877446,"gpt":0.3071856556107134,"spread":0.2642568490619389,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006891188,0.0009553345,0.000883324,0.002644121,0.004276898,0.01170986,0.001280541,0.007762464,0.01480175],"category_scores_gemma":[0.007907991,0.0003940259,0.0007995261,0.003750643,0.02496411,0.008499995,0.004390404,0.006797525,0.002138082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01716387,"about_ca_system_score_gemma":0.0163131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004786978,"about_ca_topic_score_gemma":0.00375685,"domain_scores_codex":[0.9935555,0.003405467,0.0001529528,0.0006401381,0.001426266,0.0008197644],"domain_scores_gemma":[0.9936489,0.00499679,0.0002532695,0.0004687377,0.0004037748,0.0002285123],"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":[0.000001509326,0.000007006086,0.0000150138,0.00004151881,0.000002142202,0.000008786813,0.0002079603,0.0002474436,0.000009111684,0.9891957,0.00584595,0.004417906],"study_design_scores_gemma":[0.00000910267,0.000007490738,0.00006362041,0.0002724598,0.000003068861,0.00001734867,0.0002847808,0.0002615937,0.00004469983,0.7997173,0.1993132,0.000005350051],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.002251337,0.03783083,0.006470977,0.1133469,0.002042782,0.0001064189,0.00008166,0.00009139889,0.8377778],"genre_scores_gemma":[0.4921763,0.09580523,0.00863223,0.0415557,0.008550257,0.00087027,0.0002361964,0.0001787739,0.351995],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01716387,"threshold_uncertainty_score":0.1245331,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2943098017","doi":"10.22215/timreview/1231","title":"Bridging Participatory Policy Trends and Research Traditions through Social Innovation","year":2019,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"WSP (Canada)","funders":"","keywords":"European union; Bridging (networking); Political science; Citizen journalism; Social innovation; Relevance (law); Regional science; Sociology; Business; Public relations; International trade","authors":[{"name":"Malin Lindberg","is_ca":false},{"name":"Daniel Hallencreutz","is_ca":true},{"name":"Anna Tengqvist","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1664117609327515,"gpt":0.4642564826429322,"spread":0.2978447217101807,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07674047,0.0008621291,0.001174706,0.006120611,0.005740231,0.01682827,0.003769584,0.007674233,0.01174901],"category_scores_gemma":[0.05106363,0.0005206989,0.0007817518,0.007055994,0.05198079,0.01861661,0.01641254,0.007376523,0.001071256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01572976,"about_ca_system_score_gemma":0.02967224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003999689,"about_ca_topic_score_gemma":0.003816569,"domain_scores_codex":[0.9304348,0.05346169,0.001467032,0.005035385,0.007398748,0.002202284],"domain_scores_gemma":[0.8760411,0.1016486,0.005165801,0.009331626,0.005621559,0.002191262],"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":[0.0000087704,0.00002343225,0.0001608324,0.0005897931,0.00001321973,0.00002941054,0.008024571,0.0001597517,0.00006489745,0.9664447,0.002728255,0.02175245],"study_design_scores_gemma":[0.00002175073,0.00004124576,0.000583783,0.005341962,0.00001503759,0.0001157717,0.01158647,0.0003638824,0.0002380135,0.6531436,0.3285241,0.00002430527],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02121025,0.1536177,0.08694798,0.3997468,0.004163658,0.0005834495,0.0003140049,0.0002689991,0.3331471],"genre_scores_gemma":[0.8262982,0.09078505,0.03948653,0.02177419,0.00301731,0.001406835,0.0002427539,0.0001788859,0.01681019],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07674047,"threshold_uncertainty_score":0.4058473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2620937217","doi":"10.5539/jsd.v10n3p1","title":"The Oldenburg Model of Vocational Education and Training for Sustainable Development. Design within the Model Test \"Advanced Training to Become a Renewable Energies/Energy Efficiency Specialist (German Chamber of Crafts)\"","year":2017,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Vocational education; German; Training (meteorology); Renewable energy; Sustainable development; Test (biology); Engineering management; Efficient energy use; Technical university; Turkish; Business; Computer science; Environmental economics; Political science; Sociology; Engineering; Economics; Library science; Pedagogy; Physics; Electrical engineering","authors":[{"name":"Karin Rebmann","is_ca":false},{"name":"Tobias Schlömer","is_ca":false},{"name":"Daniel Feldkamp","is_ca":false},{"name":"Heike Jahncke","is_ca":false},{"name":"Christina Lullau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04381047510885085,"gpt":0.3170918286177528,"spread":0.2732813535089019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002145148,0.000405871,0.0001716224,0.0007935816,0.001620515,0.003423321,0.001006098,0.001353955,0.01235534],"category_scores_gemma":[0.002245332,0.0002598862,0.0004615803,0.0006465732,0.003373732,0.002480528,0.002065122,0.00112022,0.001981478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006467107,"about_ca_system_score_gemma":0.009515575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01118979,"about_ca_topic_score_gemma":0.01470479,"domain_scores_codex":[0.9978707,0.001118321,0.00005601743,0.0003150454,0.0004239184,0.0002159206],"domain_scores_gemma":[0.9993212,0.0002490219,0.00006702243,0.00006494637,0.0001334207,0.0001643374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005316236,0.0001005706,0.001284081,0.00008231372,0.000005633216,0.00005063381,0.001643655,0.005607893,0.0002291659,0.9657781,0.005259504,0.01990533],"study_design_scores_gemma":[0.0002746045,0.0004354178,0.005025582,0.0005881059,0.00003153008,0.000187779,0.005059005,0.01795074,0.001197231,0.4736933,0.4955018,0.00005487132],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08785037,0.002135902,0.1326064,0.02113225,0.0004859688,0.001235374,0.0009802004,0.0002119264,0.7533616],"genre_scores_gemma":[0.8279344,0.001115146,0.06280541,0.00215771,0.00005037369,0.002610807,0.0003705642,0.00005206529,0.1029036],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01235534,"threshold_uncertainty_score":0.04692233,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6884679137","doi":"10.11586/2021027","title":"Good practices in mission-oriented innovation strategies and their implementation","year":2021,"lang":"en","type":"article","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Work (physics); Corporate governance; Citizen journalism; Politics; Democracy; Good governance; Best practice","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04778156193157497,"gpt":0.3801771059362483,"spread":0.3323955440046733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1558914,0.001906241,0.001088146,0.006856472,0.009804385,0.0280711,0.004924003,0.009272897,0.003522895],"category_scores_gemma":[0.1210131,0.001585046,0.001528698,0.005602349,0.04612875,0.01711156,0.01204317,0.01007356,0.002298409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01908073,"about_ca_system_score_gemma":0.05466853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006359685,"about_ca_topic_score_gemma":0.008288113,"domain_scores_codex":[0.792074,0.1510032,0.0121724,0.01014318,0.0281815,0.00642574],"domain_scores_gemma":[0.8228599,0.09268346,0.01589632,0.03592654,0.025737,0.006896751],"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":[0.00004423081,0.0005272064,0.004173389,0.001948861,0.0001177261,0.000418883,0.1046752,0.003966504,0.001700459,0.705077,0.01345981,0.1638907],"study_design_scores_gemma":[0.00008795311,0.00029303,0.005159473,0.006254017,0.00005111277,0.0006055014,0.04489953,0.001772671,0.003074474,0.6562204,0.2813949,0.0001869868],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.04285,0.008829796,0.4859486,0.161158,0.001245503,0.005365411,0.0002348422,0.001144388,0.2932235],"genre_scores_gemma":[0.4557298,0.005666274,0.5111545,0.009016636,0.0001868035,0.004703573,0.000219257,0.0003545032,0.01296871],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1558914,"threshold_uncertainty_score":0.8244425,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205993297","doi":"10.1007/978-1-4614-5583-7_5","title":"Activity Theory","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Psychology","authors":[{"name":"Wolff‐Michael Roth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0253133015978384,"gpt":0.2907585782310115,"spread":0.2654452766331731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007525943,0.001145761,0.0007513353,0.001463159,0.0013871,0.005556622,0.001239106,0.002008676,0.0255114],"category_scores_gemma":[0.001357028,0.0004192181,0.0004308907,0.001844397,0.006666657,0.005116284,0.001442082,0.002786312,0.008077556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00313735,"about_ca_system_score_gemma":0.001893249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003517519,"about_ca_topic_score_gemma":0.003526172,"domain_scores_codex":[0.9993045,0.0002599348,0.0000247635,0.0001837071,0.000171269,0.00005572181],"domain_scores_gemma":[0.9996511,0.0001766717,0.00001940482,0.00006315695,0.00006151808,0.00002813783],"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":[0.000002976379,0.000008762194,0.0000555988,0.00004312902,0.000003336761,0.00001328545,0.0002935821,0.0002600063,0.00003382409,0.9704718,0.01337405,0.01543967],"study_design_scores_gemma":[0.000004467684,0.000005848203,0.0001165718,0.0001286235,0.000004114693,0.0000645395,0.0001860367,0.0003173895,0.00008131332,0.7652754,0.2338107,0.000004979197],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001221691,0.02205817,0.03944142,0.005459663,0.0006003777,0.00004457358,0.0001638211,0.0001065551,0.9309037],"genre_scores_gemma":[0.2437766,0.04613737,0.03157624,0.004045211,0.001427383,0.0004020582,0.000707739,0.0002684461,0.6716589],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0255114,"threshold_uncertainty_score":0.08534408,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2129545925","doi":"10.1177/2158244014522632","title":"Polar Business Design","year":2014,"lang":"en","type":"article","venue":"SAGE Open","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Stakeholder; Core (optical fiber); Sociology; Knowledge management; Computer science; Business; Management; Economics","authors":[{"name":"Sébastien Caisse","is_ca":true},{"name":"Benoît Montreuil","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0436889440978073,"gpt":0.3294103512663429,"spread":0.2857214071685356,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005111604,0.0009253077,0.0004473811,0.001358377,0.004049577,0.01154473,0.001490137,0.001943902,0.09262031],"category_scores_gemma":[0.009594805,0.0006108449,0.000730383,0.002028746,0.004786746,0.006582705,0.006822953,0.002366164,0.0171419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003358841,"about_ca_system_score_gemma":0.003420848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001553076,"about_ca_topic_score_gemma":0.002429524,"domain_scores_codex":[0.9949312,0.00353352,0.0001439274,0.0004381411,0.0006720484,0.0002811423],"domain_scores_gemma":[0.9958851,0.001889815,0.0001877994,0.0007731334,0.0007070631,0.0005570701],"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":[0.0001539552,0.00006007926,0.0005463257,0.0003049712,0.000008600587,0.0001778476,0.007324494,0.001491538,0.0006686662,0.9045929,0.02921896,0.05545162],"study_design_scores_gemma":[0.00006853909,0.00008967693,0.0002345467,0.0002351868,0.00001076743,0.0002747872,0.006272683,0.002502897,0.0007029126,0.1661236,0.8234605,0.00002408228],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01431758,0.0006937677,0.2456251,0.004885231,0.0008378953,0.001131417,0.0007752059,0.0008515108,0.7308822],"genre_scores_gemma":[0.3898093,0.0021642,0.3056686,0.003123617,0.0002469282,0.005230281,0.00158722,0.00154389,0.2906259],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09262031,"threshold_uncertainty_score":0.3098458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2569539687","doi":"10.5430/bmr.v6n1p1","title":"Business-Led Social Innovation in the Work Integration Field: The Role of Large Firms and Corporate Foundations","year":2017,"lang":"en","type":"article","venue":"Business and Management Research","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Universität Heidelberg; European Commission","keywords":"General partnership; Disadvantaged; Field (mathematics); Public relations; Variety (cybernetics); Work (physics); Corporate social responsibility; Business; Political science; Economics; Engineering; Economic growth","authors":[{"name":"Marta Rey‐García","is_ca":false},{"name":"Vanessa Mato‐Santiso","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09830157241864511,"gpt":0.40794791085941,"spread":0.3096463384407649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02298485,0.0003302132,0.0004273877,0.002956826,0.01156836,0.01562425,0.001759555,0.0025977,0.003608333],"category_scores_gemma":[0.02003466,0.0003615464,0.0002979369,0.002427272,0.02530191,0.006737716,0.01562455,0.002651847,0.0003343634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01086245,"about_ca_system_score_gemma":0.01504885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005165739,"about_ca_topic_score_gemma":0.007413144,"domain_scores_codex":[0.9739553,0.01902019,0.0003553476,0.001518148,0.002013435,0.003137426],"domain_scores_gemma":[0.9500282,0.0350435,0.003027728,0.002602203,0.001985345,0.007313025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001793908,0.0008471967,0.06271467,0.0004581313,0.00005321255,0.002400272,0.3793953,0.001212247,0.001097372,0.3955485,0.004230511,0.1518632],"study_design_scores_gemma":[0.0001090097,0.0004570243,0.06697779,0.001482606,0.00006621103,0.001104429,0.6142922,0.002767362,0.001122485,0.1097326,0.2017612,0.0001271599],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.828459,0.004319722,0.009918897,0.01962192,0.0002067783,0.0002200615,0.0000240398,0.00004791995,0.1371816],"genre_scores_gemma":[0.9967386,0.0004885258,0.0007458676,0.0003254035,0.00002743198,0.00003508668,0.000006851629,0.00000663005,0.001625614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02298485,"threshold_uncertainty_score":0.1215569,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2797662697","doi":"10.14512/tatup.27.1.60","title":"Geschichte und Politik der Innovation: Interview mit Benoît Godin","year":2018,"lang":"de","type":"article","venue":"TATuP - Zeitschrift für Technikfolgenabschätzung in Theorie und Praxis","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Sociology; Art; Political science","authors":[{"name":"Ulrich Ufer","is_ca":false},{"name":"Benoı̂t Godin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02629001918373451,"gpt":0.3516292912484011,"spread":0.3253392720646666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007027267,0.0005149964,0.0008237518,0.00117481,0.02498154,0.005100624,0.001268787,0.006570463,0.005361078],"category_scores_gemma":[0.01280407,0.0008520757,0.0003658388,0.001911386,0.01437825,0.005049828,0.006558052,0.008528922,0.000435217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01006341,"about_ca_system_score_gemma":0.00599608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07554109,"about_ca_topic_score_gemma":0.06555094,"domain_scores_codex":[0.9932596,0.004828201,0.00008851165,0.000372226,0.0005259787,0.0009253733],"domain_scores_gemma":[0.9918519,0.006261114,0.0003278113,0.0001284157,0.0004816856,0.0009491743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000420283,0.00002220355,0.0005638517,0.0000353927,0.000002228934,0.0008778702,0.9743782,0.00005368294,0.0004797399,0.01382048,0.00761462,0.002109736],"study_design_scores_gemma":[0.000008662768,0.0000418915,0.002121577,0.0001933705,0.000004871083,0.0005692698,0.7771869,0.0001767101,0.0005704261,0.002020202,0.2170625,0.00004357145],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.687712,0.009767676,0.006275396,0.2009029,0.001683075,0.0004103376,0.0002134236,0.0001064925,0.09292859],"genre_scores_gemma":[0.9610965,0.001341286,0.001513369,0.01121265,0.00009917466,0.0003286469,0.00003318212,0.00007858076,0.02429657],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9750184,"threshold_uncertainty_score":0.1502028,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W208739285","doi":"","title":"Deutschland nach wie vor ein attraktiver Forschungsstandort für multinationale Unternehmen","year":2014,"lang":"de","type":"article","venue":"DIW-Wochenbericht","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"German; Quarter (Canadian coin); Siemens; German economy; Business; West germany; Business administration; Economics; Economic history; Geography; Engineering","authors":[{"name":"Heike Belitz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01572576893306573,"gpt":0.3022376400666158,"spread":0.2865118711335501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00389125,0.0005645765,0.0003567728,0.002330994,0.003934161,0.006210332,0.0003441064,0.001471532,0.03328816],"category_scores_gemma":[0.003336463,0.0003515855,0.0003595553,0.004109375,0.001028394,0.002376619,0.002763977,0.002113294,0.005254027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008599089,"about_ca_system_score_gemma":0.01554751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0493088,"about_ca_topic_score_gemma":0.08063082,"domain_scores_codex":[0.9975657,0.000684572,0.0001699737,0.0002391876,0.000656245,0.0006843851],"domain_scores_gemma":[0.9966962,0.0007978116,0.000390675,0.0003375486,0.0009275356,0.0008502228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008708156,0.0003281264,0.03231329,0.0009226109,0.0000943933,0.0008872164,0.007462761,0.001719213,0.006270763,0.3289965,0.2731118,0.3470226],"study_design_scores_gemma":[0.00003094155,0.0001057836,0.01717007,0.0002670524,0.00002050204,0.0001651068,0.003763438,0.0002518762,0.001837803,0.004057558,0.9723077,0.0000221666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2207942,0.05249489,0.007726029,0.06126581,0.00419466,0.0005355229,0.01177441,0.0005123307,0.6407022],"genre_scores_gemma":[0.5090206,0.0273327,0.01465905,0.005228518,0.0005112023,0.000644026,0.0110681,0.0001988143,0.431337],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0493088,"threshold_uncertainty_score":0.11136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1803760109","doi":"10.36900/suburban.v2i1.110","title":"Warum denn gleich ontologisieren? Und wenn nicht, warum dann ANT? Kommentar zu Alexa Färbers „Potenziale freisetzen“","year":2014,"lang":"de","type":"article","venue":"sub\\urban zeitschrift für kritische stadtforschung","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Philosophy; Humanities","authors":[{"name":"Bernd Belina","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0151462365632227,"gpt":0.2936224173107874,"spread":0.2784761807475646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002120488,0.0006121992,0.0004238553,0.00174637,0.004573551,0.009573857,0.0006814309,0.00201572,0.01297605],"category_scores_gemma":[0.004288662,0.0003483088,0.0007054486,0.001726647,0.02054571,0.01503089,0.004312459,0.003378889,0.001891427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005694818,"about_ca_system_score_gemma":0.003105745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004843348,"about_ca_topic_score_gemma":0.005092259,"domain_scores_codex":[0.9983001,0.0008656156,0.0000771784,0.0003184886,0.0002730087,0.0001655894],"domain_scores_gemma":[0.9984469,0.0006161318,0.0001926106,0.0003179897,0.000273946,0.0001524975],"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":[0.000009342861,0.000009977401,0.0005794798,0.0000414499,0.000006636071,0.0000441987,0.002900352,0.0001238007,0.0001972941,0.9894459,0.00210199,0.004539609],"study_design_scores_gemma":[0.000005075068,0.00001376033,0.001644757,0.0001191837,0.00001130625,0.0001262027,0.00556428,0.0005008685,0.0004087428,0.8812245,0.1103634,0.0000178807],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1148263,0.01633479,0.130576,0.111337,0.002989365,0.0001797505,0.0007477434,0.0002788935,0.6227302],"genre_scores_gemma":[0.8907335,0.009649996,0.02164387,0.004355031,0.0006574571,0.0002539887,0.0005003433,0.0002598088,0.07194596],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9954265,"threshold_uncertainty_score":0.04340923,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2613955161","doi":"","title":"Venture Labor| Fifteen Implications of Networked Scholar Research for Networked Work","year":2017,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Work (physics); Public relations; Sociology; Political science; Engineering","authors":[{"name":"Barry Wellman","is_ca":true},{"name":"Dimitrina Dimitrova","is_ca":true},{"name":"Tsahi Hayat","is_ca":false},{"name":"Guang Ying Mo","is_ca":true},{"name":"Beverly Wellman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4812582560890993,"gpt":0.6520977225296,"spread":0.1708394664405006,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02208412,0.000403995,0.000510968,0.003020435,0.01786364,0.02020699,0.002975463,0.004404811,0.01430385],"category_scores_gemma":[0.04162575,0.0003497411,0.0006841915,0.004528221,0.05972172,0.0200991,0.01242955,0.005143816,0.0008522081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01504674,"about_ca_system_score_gemma":0.01979316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01799284,"about_ca_topic_score_gemma":0.02365989,"domain_scores_codex":[0.9793693,0.01499784,0.0003858555,0.001379651,0.001885686,0.001981612],"domain_scores_gemma":[0.9339613,0.04952349,0.003410526,0.00305237,0.0037648,0.006287579],"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":[0.00002784024,0.00006642297,0.003906976,0.00008694017,0.000005806952,0.0002745122,0.02843976,0.0001181523,0.00002977687,0.9467494,0.007988144,0.01230622],"study_design_scores_gemma":[0.00005546289,0.00005536353,0.00579624,0.0009343939,0.00001367099,0.0002643905,0.1286617,0.0005591866,0.0001295791,0.711118,0.1523786,0.00003337147],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1058785,0.01323808,0.008623781,0.4246184,0.002662794,0.0002283859,0.0001450137,0.00003712792,0.4445678],"genre_scores_gemma":[0.9555548,0.005729209,0.002290715,0.01799583,0.001360149,0.0003170426,0.00005045855,0.00004525487,0.01665665],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9821364,"threshold_uncertainty_score":0.1167934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407276311","doi":"10.70266/9783886177066","title":"10.70266/9783886177066","year":2000,"lang":"en","type":"book","venue":"Time to knit","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science; Art","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01081394759750668,"gpt":0.2318721644085175,"spread":0.2210582168110108,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008666249,0.001837561,0.001118803,0.002304477,0.001603234,0.006551746,0.002076627,0.003352833,0.9596218],"category_scores_gemma":[0.002284289,0.0006917366,0.0009395261,0.002653118,0.0007998591,0.005113715,0.003913914,0.001929089,0.9593871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007364562,"about_ca_system_score_gemma":0.0008046857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001359336,"about_ca_topic_score_gemma":0.001483879,"domain_scores_codex":[0.9991015,0.0001087346,0.00005695266,0.0002295365,0.0003588129,0.0001444876],"domain_scores_gemma":[0.9984756,0.00039457,0.00009329671,0.0002291476,0.0004465269,0.0003608778],"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":[0.000162282,0.0001036086,0.0003407313,0.0005247474,0.00001555761,0.000216041,0.0001465575,0.0001995135,0.002329996,0.003852519,0.6361928,0.3559157],"study_design_scores_gemma":[0.00001247419,0.00002424816,0.0003369235,0.0001503199,0.000005573202,0.0001293687,0.00008814395,0.0001120193,0.0002576783,0.0005087992,0.9983639,0.00001050201],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000494168,0.0009954537,0.001299389,0.0005518526,0.000737327,0.0001095025,0.001094484,0.001432286,0.9932856],"genre_scores_gemma":[0.001361369,0.0005737328,0.0004097508,0.0003165925,0.0001176657,0.00006708156,0.000770548,0.0005234851,0.9958599],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04037821,"threshold_uncertainty_score":0.05759454,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3125535284","doi":"10.1386/jsca_00029_2","title":"In Focus: Anne Haugsgjerd","year":2020,"lang":"en","type":"article","venue":"Journal of Scandinavian Cinema","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Focus (optics); Computer science; Art; Physics; Optics","authors":[{"name":"Gunnar Iversen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02703271759021263,"gpt":0.3116778072964458,"spread":0.2846450897062332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001059656,0.00106518,0.0008247776,0.001179434,0.001964845,0.00314381,0.001051627,0.003487958,0.5183946],"category_scores_gemma":[0.005980574,0.0005543634,0.0003051065,0.0006801854,0.0005375787,0.003873963,0.002617078,0.003428916,0.3916238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007913769,"about_ca_system_score_gemma":0.001381079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003103458,"about_ca_topic_score_gemma":0.006188305,"domain_scores_codex":[0.9993256,0.0001326828,0.00002777966,0.0001176497,0.0002997984,0.00009644362],"domain_scores_gemma":[0.9978486,0.000454878,0.0001164094,0.00006326508,0.0009293571,0.0005873586],"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":[0.00001231272,0.000005057541,0.00002988214,0.00007127459,7.585433e-7,0.00003621109,0.0001024078,0.000006346349,0.00008725029,0.0002818556,0.9927306,0.006636013],"study_design_scores_gemma":[0.000002811349,0.000004063478,0.000117065,0.0001360936,0.000001848624,0.00008564732,0.0002447189,0.0000101752,0.00009449181,0.0001666399,0.9991307,0.00000583062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001528214,0.05046021,0.002183925,0.1733746,0.1644965,0.0003365494,0.002986732,0.004005832,0.6006275],"genre_scores_gemma":[0.004029948,0.007820089,0.0006001096,0.01707349,0.007436041,0.0001356846,0.0005783504,0.001098117,0.9612283],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5183946,"threshold_uncertainty_score":0.6869516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W164599797","doi":"","title":"Ladder of Participation: Business Models for Peer Production","year":2008,"lang":"en","type":"article","venue":"The open source business resource","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Production (economics); Business; Peer-to-peer; Computer science; Industrial organization; World Wide Web; Microeconomics; Economics","authors":[{"name":"Michel Bauwens","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07824288206052787,"gpt":0.3273522524361435,"spread":0.2491093703756156,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01143394,0.0007745643,0.00065191,0.002183668,0.004536995,0.009278492,0.002768488,0.004008159,0.03979914],"category_scores_gemma":[0.03408257,0.000542079,0.001320552,0.002563081,0.007453952,0.0180539,0.008570818,0.003436568,0.007599293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00325119,"about_ca_system_score_gemma":0.004469023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001706923,"about_ca_topic_score_gemma":0.001602424,"domain_scores_codex":[0.992056,0.004986027,0.0002431445,0.000553599,0.001623134,0.0005381],"domain_scores_gemma":[0.9744176,0.01202683,0.001270203,0.006198247,0.002658965,0.003428092],"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":[0.00007309219,0.0001144447,0.0005200679,0.00005105271,0.000007547508,0.00004742123,0.001319088,0.001878292,0.0003119872,0.9738338,0.002052714,0.01979053],"study_design_scores_gemma":[0.00006565626,0.00008073825,0.000387572,0.00006064468,0.00001287508,0.0000640918,0.0009141939,0.01761272,0.0003315746,0.9611086,0.01933838,0.0000229109],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04744466,0.0003820806,0.6561534,0.009511918,0.0002526098,0.0004249684,0.0002242222,0.00120532,0.2844007],"genre_scores_gemma":[0.801921,0.0003750078,0.1504736,0.000417785,0.0001274564,0.0006484261,0.0001983479,0.000312704,0.04552557],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03979914,"threshold_uncertainty_score":0.1331415,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4207067429","doi":"10.1007/978-3-030-86489-7_5","title":"Business Design Method Step 3: Frame","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Frame (networking); Computer science; Process (computing); Design methods; Engineering drawing; Engineering; Programming language; Mechanical engineering; Telecommunications","authors":[{"name":"Angèle M. Beausoleil","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0670958497860629,"gpt":0.3384340629489544,"spread":0.2713382131628915,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003860878,0.001324954,0.0008614705,0.003794602,0.002091684,0.005881947,0.001997606,0.001971393,0.1156341],"category_scores_gemma":[0.007962824,0.001028638,0.001230415,0.002139613,0.001521371,0.003162945,0.002569373,0.002321482,0.06212339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003526462,"about_ca_system_score_gemma":0.006411678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005097987,"about_ca_topic_score_gemma":0.005797063,"domain_scores_codex":[0.9962491,0.001111084,0.0001764923,0.0005636478,0.001594726,0.0003049368],"domain_scores_gemma":[0.9962869,0.001364578,0.0001172863,0.0005510874,0.00150267,0.0001775172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001691962,0.0002266429,0.0005883501,0.0009826495,0.0000327657,0.0001281985,0.003183402,0.0008204435,0.006149261,0.3776255,0.1115809,0.4985127],"study_design_scores_gemma":[0.00006978742,0.00009610791,0.0006560972,0.0003640577,0.00003547057,0.0001408939,0.001214509,0.002259511,0.008183328,0.08604809,0.9008902,0.00004187119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003922364,0.0004150017,0.5741612,0.001990546,0.0008022944,0.005609466,0.003408524,0.002787546,0.406903],"genre_scores_gemma":[0.02536813,0.0004871439,0.6946017,0.001122733,0.0001819354,0.009772574,0.002843875,0.001998246,0.2636236],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1156341,"threshold_uncertainty_score":0.3868346,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4254571732","doi":"10.4414/saez.2010.14979","title":"Kompetenzprofile Humanmedizin und Bedarf im Arbeitsmarkt","year":2010,"lang":"de","type":"article","venue":"Schweizerische Ärztezeitung","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Psychology","authors":[{"name":"Weitere Organisationen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01686179035419132,"gpt":0.3175156416809128,"spread":0.3006538513267215,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001498362,0.0002267306,0.0003393335,0.001559643,0.0005619783,0.001771439,0.0002966218,0.0007213978,0.005964746],"category_scores_gemma":[0.00894776,0.0001086856,0.0003820391,0.001559615,0.0004169905,0.000907586,0.001117532,0.0005354545,0.001342378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006571399,"about_ca_system_score_gemma":0.0008945739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002817442,"about_ca_topic_score_gemma":0.002082804,"domain_scores_codex":[0.998271,0.0006101102,0.0001400256,0.0001483625,0.0004393573,0.0003911226],"domain_scores_gemma":[0.9917741,0.00243231,0.003347185,0.0002149827,0.0007924811,0.001438927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007829223,0.000372495,0.9488593,0.00008892446,0.0001408469,0.000374943,0.002048052,0.0002782699,0.0007071653,0.0003548449,0.001070683,0.0449215],"study_design_scores_gemma":[0.000007766716,0.0003720413,0.9949176,0.00003669407,0.00005291531,0.0005403758,0.001382435,0.0002103988,0.0004710253,0.0004326093,0.001558399,0.00001771135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928477,0.00116117,0.00007831713,0.0003602248,0.00001245721,0.00001323797,0.0003464398,0.00001366994,0.005166687],"genre_scores_gemma":[0.9988347,0.0002141769,0.0000458428,0.00003785014,0.0000151784,0.00001217782,0.0001427376,0.000003155242,0.0006942826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005964746,"threshold_uncertainty_score":0.01995409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2909116847","doi":"10.2307/j.ctt1ckpg27.19","title":"Self-Help Organizations (Landsmannshaftn)","year":2018,"lang":"en","type":"book-chapter","venue":"University of Ottawa Press eBooks","topic":"Innovation, Technology, and Society","field":"Social Sciences","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":"Business; Psychology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01809144348896004,"gpt":0.2273330743839518,"spread":0.2092416308949918,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002969376,0.0006087312,0.0001947788,0.0007404153,0.002261733,0.002497591,0.0004788979,0.0009320746,0.1269475],"category_scores_gemma":[0.0005867248,0.0002952967,0.0001127685,0.001359925,0.001183423,0.002067331,0.001289721,0.00101688,0.03884796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004485582,"about_ca_system_score_gemma":0.004301068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08013898,"about_ca_topic_score_gemma":0.2625544,"domain_scores_codex":[0.9997484,0.00003292314,0.000007216119,0.00004397405,0.00009888833,0.0000685448],"domain_scores_gemma":[0.9998386,0.00002328522,0.00001165687,0.00001573317,0.00005913951,0.00005153426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005847201,0.00001251701,0.0001330142,0.00005662048,0.000001064416,0.00005928425,0.001185055,0.00005650402,0.00009212692,0.06624329,0.835367,0.09678756],"study_design_scores_gemma":[6.721793e-7,0.000001641877,0.0002101411,0.00003805452,2.316523e-7,0.00002466704,0.0001191904,0.00000856379,0.00001530194,0.001001393,0.9985793,0.000001023891],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001151922,0.03261867,0.0006371408,0.005350369,0.001357216,0.00003784327,0.0003638299,0.0001641839,0.9583189],"genre_scores_gemma":[0.008313767,0.005180533,0.0002936535,0.0003710575,0.00007165534,0.00001637802,0.0001140806,0.00004213951,0.9855967],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1269475,"threshold_uncertainty_score":0.4246818,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7099265413","doi":"","title":"Wind-Forced ydrodynarnics and Their nteraction Fish and P ance: A Ti-Series An","year":2015,"lang":"en","type":"article","venue":"","topic":"Innovation, Technology, and Society","field":"Social Sciences","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":"Capelin; Population; Wind speed; Current (fluid); Larva; Population density; Abundance (ecology); Limanda","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03780068307345519,"gpt":0.3136919786832563,"spread":0.2758912956098011,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007381844,0.0003313112,0.0001707192,0.0006263363,0.0001567212,0.0004198109,0.0003109118,0.000186316,0.001183565],"category_scores_gemma":[0.002882713,0.0001434481,0.0002263103,0.0004410553,0.0001594945,0.0003966612,0.0002016151,0.0002529373,0.000321641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004510096,"about_ca_system_score_gemma":0.0003146437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007202562,"about_ca_topic_score_gemma":0.01234117,"domain_scores_codex":[0.9998161,0.00004017063,0.00001312575,0.00005451375,0.00006040577,0.00001571359],"domain_scores_gemma":[0.9989697,0.0003853371,0.0002627375,0.0001201478,0.00021607,0.00004610441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006849098,0.0003669164,0.5511124,0.0002160183,0.0004203758,0.0003435385,0.0002479385,0.2032323,0.02802862,0.003072306,0.002030388,0.2102443],"study_design_scores_gemma":[0.00002327815,0.0001022024,0.1307521,0.00001732866,0.00003125349,0.0001004713,0.00004493533,0.8632329,0.004084069,0.0004331631,0.001154596,0.00002375183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978929,0.0001643386,0.01800177,0.00007853838,0.00004527546,0.00002372498,0.0007378674,0.0001947477,0.001824753],"genre_scores_gemma":[0.9919809,0.00007688994,0.005714304,0.0000165222,0.00002161366,0.00002601494,0.0007823828,0.00003346589,0.001347794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007202562,"threshold_uncertainty_score":0.01432127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6925314741","doi":"10.17605/osf.io/gpx7v","title":"PSY2002: Advanced Statistics","year":2018,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Innovation, Technology, and Society","field":"Social Sciences","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":"Statistical analysis; Course (navigation); Statistician; Exposition (narrative)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02702005166525529,"gpt":0.4035170232929172,"spread":0.3764969716276619,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03257367,0.002044698,0.002691104,0.003934818,0.002087241,0.004352886,0.002802606,0.002595911,0.4205804],"category_scores_gemma":[0.1995139,0.002129767,0.001396795,0.007207304,0.00195131,0.004702879,0.003001291,0.005773162,0.2436621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004632422,"about_ca_system_score_gemma":0.01837784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01228258,"about_ca_topic_score_gemma":0.01693768,"domain_scores_codex":[0.9758683,0.008488915,0.001651461,0.002495759,0.01014,0.001355561],"domain_scores_gemma":[0.8600023,0.0691178,0.006957247,0.03245207,0.0254204,0.006050173],"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":[0.00016202,0.00005478973,0.0004100377,0.0001957578,0.00002285819,0.00001766636,0.00011307,0.0003655949,0.0002127184,0.004931398,0.9641133,0.02940076],"study_design_scores_gemma":[0.0005743072,0.0002806993,0.007083829,0.0004591665,0.00005205286,0.00007012539,0.0001341287,0.003722538,0.001522043,0.02293772,0.9630628,0.0001006355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.002936031,0.0005380026,0.2420628,0.008030409,0.005463931,0.006828495,0.4373364,0.1100851,0.1867189],"genre_scores_gemma":[0.04489583,0.001313298,0.3137475,0.005379142,0.003382524,0.04639944,0.2002518,0.09137245,0.293258],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4205804,"threshold_uncertainty_score":0.8264717,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4242203516","doi":"10.4414/saez.2007.12731","title":"Forschungssituation Schweiz versus USA/Canada","year":2007,"lang":"de","type":"article","venue":"Schweizerische Ärztezeitung","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02631884825748441,"gpt":0.3046070106274265,"spread":0.2782881623699421,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002193528,0.0002916324,0.0004596653,0.004004858,0.004447869,0.006267591,0.0005519983,0.001279324,0.01309125],"category_scores_gemma":[0.007440874,0.0001789244,0.0003515745,0.009429023,0.001601161,0.001321257,0.002592951,0.001608065,0.000734826],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0247563,"about_ca_system_score_gemma":0.02973768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8699591,"about_ca_topic_score_gemma":0.9262266,"domain_scores_codex":[0.9943562,0.000941546,0.0001659907,0.0003236353,0.0009516218,0.003260993],"domain_scores_gemma":[0.9935471,0.001527798,0.001014638,0.0001869065,0.002283597,0.001439793],"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":[0.004894751,0.000231182,0.2489726,0.001043622,0.0005075028,0.002802769,0.02610954,0.00176814,0.004404252,0.3696994,0.1523598,0.1872064],"study_design_scores_gemma":[0.0001908148,0.0002784123,0.5930931,0.00148843,0.0006152326,0.001244935,0.1303536,0.0007859233,0.003312779,0.006243011,0.2621963,0.0001974708],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5399194,0.01297151,0.000774733,0.03963576,0.0003723855,0.00007175218,0.005592942,0.000144104,0.4005174],"genre_scores_gemma":[0.9826347,0.002153674,0.0002509609,0.002829804,0.00004459194,0.00004034809,0.0008606131,0.00004890484,0.01113646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9752437,"threshold_uncertainty_score":0.2616134,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995943664","doi":"","title":"CAN CULTURE ACT AS AN ENABLER TO INNOVATION? EXPLORING THE GERMANY- ONTARIO EXPERIENCE REGARDING THE INTRODUCTION OF GREEN ENERGY","year":2015,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Innovation, Technology, and Society","field":"Social Sciences","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":"Enabling; Energy (signal processing); Environmental ethics; Sociology; Political science; Engineering ethics; Engineering; Psychology; Philosophy","authors":[{"name":"Bill Irwin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1529118081784201,"gpt":0.3392506027595337,"spread":0.1863387945811136,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004481653,0.0003511464,0.0004081875,0.001023677,0.02135131,0.009276278,0.001271134,0.001700259,0.00287537],"category_scores_gemma":[0.004243464,0.0003703065,0.0004128448,0.00223489,0.02091658,0.004052825,0.006455145,0.002135783,0.0002219126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08799917,"about_ca_system_score_gemma":0.06382323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9162951,"about_ca_topic_score_gemma":0.9725575,"domain_scores_codex":[0.9952959,0.001595227,0.0001068445,0.0003148762,0.001074283,0.001612764],"domain_scores_gemma":[0.9963708,0.001217243,0.0004496272,0.0001542795,0.0006284279,0.001179703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005750806,0.00003153908,0.01334834,0.00008620279,0.00001448604,0.001051514,0.9554848,0.0001117094,0.0008489965,0.01965738,0.002118612,0.007188908],"study_design_scores_gemma":[0.000007961607,0.00003329446,0.01267872,0.0001328744,0.00001771762,0.0001815712,0.8613548,0.0001355432,0.0003745042,0.0009350464,0.124102,0.0000459496],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9329879,0.001336924,0.0005518233,0.01016187,0.0001286535,0.00002697704,0.00007061296,0.00001143121,0.05472385],"genre_scores_gemma":[0.9896382,0.00111677,0.0002054408,0.0008720646,0.00001350048,0.00001147305,0.00002356535,0.00001335747,0.00810568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08799917,"threshold_uncertainty_score":0.6384816,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2908780289","doi":"10.1016/b978-0-08-102746-2.00013-3","title":"Dr. Rafael Ball, Director, Swiss Federal Institute of Technology Zurich (ETH)","year":2019,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Ball (mathematics); Management; Engineering; Political science; Library science; Art history; Art; Computer science; Mathematics","authors":[{"name":"Patrick Lo","is_ca":false},{"name":"Dickson K.W. Chiu","is_ca":false},{"name":"Allan Cho","is_ca":true},{"name":"Brad Allard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02043450627835043,"gpt":0.2823686271161447,"spread":0.2619341208377943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007037098,0.0005669513,0.0003224297,0.001321778,0.000961109,0.002873405,0.0004179862,0.001152774,0.1806113],"category_scores_gemma":[0.001207526,0.0002950451,0.0001452146,0.001133484,0.0003867462,0.002697143,0.0007827888,0.001629753,0.113247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001068461,"about_ca_system_score_gemma":0.001559781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00282085,"about_ca_topic_score_gemma":0.007888569,"domain_scores_codex":[0.9996296,0.00004166138,0.00001267531,0.00008387258,0.0001960536,0.00003622324],"domain_scores_gemma":[0.9994167,0.0001426754,0.00003284186,0.00001894226,0.0002287318,0.0001600956],"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":[0.000008424362,0.0000071738,0.00009541934,0.00008209368,7.569902e-7,0.00003374263,0.000108555,0.00003994659,0.0002360233,0.0106005,0.9116144,0.07717308],"study_design_scores_gemma":[0.000001126492,0.000003382015,0.00008734434,0.0000330872,7.185332e-7,0.0001144059,0.00004888288,0.00002391642,0.00008481253,0.0005258473,0.9990748,0.000001716238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001808877,0.08752764,0.004716332,0.06697406,0.01782567,0.00009836736,0.001312502,0.00131136,0.8184252],"genre_scores_gemma":[0.001659026,0.008808421,0.0006318742,0.001552756,0.0006969034,0.00001541151,0.0001714549,0.0001294845,0.9863347],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1806113,"threshold_uncertainty_score":0.6042049,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7015375566","doi":"","title":"Social Entrepreneurship","year":2012,"lang":"en","type":"article","venue":"ORBi (University of Liège)","topic":"Innovation, Technology, and Society","field":"Social 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":"McGill University","funders":"","keywords":"","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03384864736311006,"gpt":0.2698463190414353,"spread":0.2359976716783252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005180622,0.001011542,0.0008087106,0.002743626,0.002093408,0.005179332,0.001349463,0.001621357,0.05337818],"category_scores_gemma":[0.003933113,0.0002189371,0.0007410086,0.001695879,0.001101323,0.002154731,0.004886087,0.001982649,0.009316295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004078508,"about_ca_system_score_gemma":0.007794153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00581943,"about_ca_topic_score_gemma":0.007593581,"domain_scores_codex":[0.9969888,0.001246771,0.00004293842,0.0003560041,0.0006325634,0.0007329789],"domain_scores_gemma":[0.996417,0.0005525422,0.0001646272,0.0004037766,0.0007903469,0.001671675],"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":[0.0005190792,0.0003608546,0.003861815,0.0003033814,0.00006818288,0.0002256687,0.0008996548,0.0008221159,0.001171247,0.5054142,0.2665459,0.2198078],"study_design_scores_gemma":[0.0001524248,0.0001174931,0.01124912,0.000217254,0.00001631146,0.000208566,0.001052129,0.001640896,0.001234418,0.02941162,0.9546827,0.00001705115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06634655,0.02411285,0.02014894,0.08325507,0.008977071,0.001184881,0.00856349,0.001742214,0.785669],"genre_scores_gemma":[0.5336007,0.00706181,0.01947759,0.002098999,0.001839595,0.001061824,0.0094438,0.0005213828,0.4248943],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05337818,"threshold_uncertainty_score":0.1785678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7011348040","doi":"","title":"Modelling long-term security returns","year":2023,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Innovation, Technology, and Society","field":"Social Sciences","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":"Portfolio; Poisson distribution; Diversification (marketing strategy); Estimator; Geometric Brownian motion; Jump diffusion; Stock market; Stock (firearms); Laplace transform; Financial market","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1353783673812354,"gpt":0.3552351932250262,"spread":0.2198568258437908,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009456213,0.0007683925,0.0004651725,0.0007266548,0.0003967058,0.001505521,0.001497907,0.00115143,0.00168692],"category_scores_gemma":[0.003183756,0.0003178989,0.0007470225,0.0007270793,0.0005152691,0.0008399908,0.0004650238,0.000816568,0.0002959503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002500144,"about_ca_system_score_gemma":0.002770199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2894017,"about_ca_topic_score_gemma":0.1607902,"domain_scores_codex":[0.9996572,0.00008334511,0.00001536938,0.00005442831,0.0001018988,0.00008782295],"domain_scores_gemma":[0.9992429,0.0003865028,0.0001140462,0.00003347012,0.0001740184,0.00004910292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001397412,0.00001744168,0.002728683,0.00001233999,0.00001778436,0.00005507351,0.0000289519,0.9854623,0.000456533,0.007349745,0.000208721,0.003648503],"study_design_scores_gemma":[0.000002852227,0.000008187733,0.0008680737,0.000002554244,0.000004374535,0.00001092177,0.000009153261,0.9973067,0.0001114047,0.001449123,0.000221711,0.000004992114],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6551477,0.001115734,0.3190544,0.0007230098,0.00008872942,0.0001346053,0.00118554,0.0007021536,0.0218481],"genre_scores_gemma":[0.9791186,0.0004934384,0.01212704,0.0000348122,0.00002485573,0.00004269863,0.0004962477,0.00004203793,0.007620232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2894017,"threshold_uncertainty_score":0.5754344,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7028689280","doi":"","title":"Gendered Terrorism: Radicalisation of Western Women in Islamic State","year":2020,"lang":"en","type":"dissertation","venue":"Radar (Oxford Brookes University)","topic":"Innovation, Technology, and Society","field":"Social Sciences","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":"Islam; Terrorism; Agency (philosophy); State (computer science); Politics; Political violence; Feminism; Jihadism","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01506239891849453,"gpt":0.2466052561107758,"spread":0.2315428571922813,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002682086,0.0002424717,0.0002032383,0.0006944385,0.007303908,0.004039787,0.0002730213,0.0008252749,0.003599932],"category_scores_gemma":[0.001933887,0.0001796398,0.0001815036,0.0007010385,0.01065359,0.002127145,0.003731878,0.001499915,0.0003111707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001999687,"about_ca_system_score_gemma":0.001419323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003638052,"about_ca_topic_score_gemma":0.006211724,"domain_scores_codex":[0.9987352,0.0007456252,0.0000204818,0.00007693317,0.000161452,0.0002602449],"domain_scores_gemma":[0.9989206,0.0005273913,0.0002488143,0.00005435108,0.00006997224,0.0001789085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003294717,0.00003830491,0.004948242,0.00004479546,0.000003259561,0.0003302169,0.9524566,0.00002081514,0.0009166111,0.02824539,0.001063176,0.01189963],"study_design_scores_gemma":[0.000005311632,0.00008690896,0.01405673,0.0001476251,0.000005418999,0.0003668584,0.9093627,0.0000453331,0.0005972616,0.003846234,0.07146653,0.00001305317],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8889467,0.001603136,0.0006579522,0.005450454,0.0001572023,0.00003065535,0.00001531459,0.000006869373,0.1031318],"genre_scores_gemma":[0.9875813,0.0009463032,0.0001483328,0.0005295195,0.00005198943,0.00001534776,0.000005917236,0.000005805155,0.0107156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007303908,"threshold_uncertainty_score":0.01450884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6899187626","doi":"10.58079/raqq","title":"MATIN seminar - Rafael Ziegler","year":2023,"lang":"en","type":"article","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Innovation, Technology, and Society","field":"Social Sciences","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":"Relation (database); Biography; Social innovation; Economic Justice; Work (physics); Focus (optics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04330574805343149,"gpt":0.2912411669717553,"spread":0.2479354189183238,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001078786,0.000637649,0.0005371363,0.0009754912,0.002137208,0.002848047,0.0007283717,0.001165344,0.5280384],"category_scores_gemma":[0.002535849,0.0002707694,0.0002937129,0.0006453278,0.0004645796,0.001574442,0.001871017,0.001641355,0.3192915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002946037,"about_ca_system_score_gemma":0.002526703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01169142,"about_ca_topic_score_gemma":0.02535262,"domain_scores_codex":[0.9993681,0.00005851932,0.00001564057,0.0001961809,0.0002325857,0.0001290259],"domain_scores_gemma":[0.9988613,0.0001160909,0.00005168677,0.00005130842,0.000435668,0.0004839705],"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":[0.00005566216,0.00001669995,0.000117943,0.00005013927,0.000001426037,0.00004428486,0.00007701211,0.000052515,0.0003482511,0.004797596,0.9677299,0.02670856],"study_design_scores_gemma":[0.000005494741,0.000007511387,0.0003209771,0.00002820955,8.912505e-7,0.00004017637,0.00005864775,0.00005235766,0.0002237006,0.0003973346,0.9988611,0.000003585067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004339959,0.01541187,0.003089411,0.06880064,0.01787319,0.0002583263,0.008158046,0.002627562,0.8794409],"genre_scores_gemma":[0.009146975,0.001665378,0.0005861748,0.001525585,0.0006462627,0.00004286797,0.0007471484,0.0003986371,0.985241],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5280384,"threshold_uncertainty_score":0.673196,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2751229281","doi":"","title":"Innovation and location in German knowledge intensive business service firms","year":2017,"lang":"en","type":"preprint","venue":"Econstor (Econstor)","topic":"Innovation, Technology, and Society","field":"Social Sciences","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":"Thriving; German; Urban hierarchy; Hierarchy; Economic geography; Service (business); Business; Marketing; Industrial organization; Probit model; Regional science; Knowledge management; Geography; Economics; Computer science; Sociology; Market economy; Econometrics","authors":[{"name":"Stephan Brunow","is_ca":false},{"name":"Andrea Hammer","is_ca":false},{"name":"Philip McCann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03228373866034501,"gpt":0.3212121270788528,"spread":0.2889283884185078,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008538166,0.0001408274,0.0003623463,0.002011579,0.0005337908,0.001892782,0.000294963,0.000584541,0.003093204],"category_scores_gemma":[0.004662252,0.0001124405,0.0002499574,0.005504529,0.001101656,0.000971971,0.001466824,0.0003879352,0.0005128532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002581885,"about_ca_system_score_gemma":0.001121446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05537172,"about_ca_topic_score_gemma":0.04611841,"domain_scores_codex":[0.9992114,0.0002332315,0.00004746246,0.0001411866,0.0001238933,0.0002428643],"domain_scores_gemma":[0.994558,0.002221165,0.001945028,0.0001981112,0.0004256061,0.0006521141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002701908,0.0002380361,0.9436817,0.0001201591,0.0001414269,0.0005312577,0.005024693,0.01046493,0.0005222407,0.01345346,0.001471105,0.02408081],"study_design_scores_gemma":[0.00003449719,0.0001977527,0.972533,0.00006907315,0.00009645284,0.0001673305,0.01000301,0.008382294,0.0004538358,0.003863631,0.004152037,0.00004717685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975604,0.0002947937,0.0002067011,0.0001545486,0.000002206825,0.000003646332,0.000220777,0.000003979197,0.001552823],"genre_scores_gemma":[0.9994123,0.0001193548,0.00004244825,0.000008790998,0.00000187162,0.000002308464,0.0001218948,8.454272e-7,0.0002902823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05537172,"threshold_uncertainty_score":0.1100988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4251899486","doi":"10.1057/978-1-349-95287-8_5","title":"Conclusion and Implications","year":2017,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Innovation, Technology, and Society","field":"Social 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":"Simon Fraser University","funders":"","keywords":"sort; Agency (philosophy); Identity (music); Sociocultural evolution; Perspective (graphical); Presentation (obstetrics); Point (geometry); Sociology; Epistemology; Psychology; Computer science; Social science; Aesthetics; Artificial intelligence; Anthropology; Mathematics; Art; Philosophy","authors":[{"name":"Lynn McAlpine","is_ca":false},{"name":"Cheryl Amundsen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03263576293578682,"gpt":0.3036141158217217,"spread":0.2709783528859349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0128026,0.001254493,0.0009960453,0.002959546,0.004044157,0.01082599,0.004770294,0.005908691,0.1073364],"category_scores_gemma":[0.05080105,0.0003352907,0.001023767,0.003313662,0.005122873,0.0156983,0.006567967,0.007856752,0.02018156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008450747,"about_ca_system_score_gemma":0.01510059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007632535,"about_ca_topic_score_gemma":0.009180841,"domain_scores_codex":[0.9904359,0.0031898,0.0005998291,0.001519709,0.002952892,0.001301808],"domain_scores_gemma":[0.96918,0.01321232,0.001070937,0.001489166,0.01147181,0.00357568],"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":[0.0001793284,0.00009686017,0.002496059,0.002205148,0.00004435318,0.0006593574,0.005429764,0.0006914842,0.0002261444,0.5003751,0.390056,0.09754046],"study_design_scores_gemma":[0.00003472401,0.00003090185,0.00175688,0.007599821,0.00003526289,0.0003578008,0.0245941,0.0004189515,0.0004235425,0.3342484,0.6304627,0.00003684526],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003892115,0.01904167,0.008013735,0.7291386,0.02254501,0.000321999,0.001801204,0.0002188658,0.2150268],"genre_scores_gemma":[0.2358813,0.05757213,0.02808137,0.3972081,0.01454771,0.001806868,0.002680551,0.0005772526,0.2616448],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8926636,"threshold_uncertainty_score":0.3590761,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}