{"meta":{"query_hash":"04c409fefc43","filters":{"venue":"International Conference on Digital Government Research"},"cohort_total":11,"direct_labels_cover":0,"predictions_cover":11,"exported":11,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/04c409fefc43","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Conference+on+Digital+Government+Research"},"results":[{"id":"W122957206","doi":"10.5555/1556176.1556241","title":"A new framework for analyzing political news","year":2009,"lang":"en","type":"article","venue":"International Conference on Digital Government Research","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Politics; Computer science; Ontology; Order (exchange); Information retrieval; Data science; Political science; Business","score_opus":0.1370495776574001,"score_gpt":0.4195985893732581,"score_spread":0.282549011715858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W122957206","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030511834,0.00029177498,0.9887001,0.00050227327,0.00012164023,0.00014423937,0.00040151863,0.00041051427,0.0063767214],"genre_scores_gemma":[0.057283424,0.00051655946,0.93509156,0.00020234373,0.00038072834,0.00041928593,0.0012309698,0.0002060257,0.0046691233],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99695516,0.0008740738,0.00031061645,0.0009235397,0.0007714711,0.00016509919],"domain_scores_gemma":[0.99685305,0.0014113337,0.00033466597,0.0006961415,0.00055257126,0.00015229965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034622008,0.0010777042,0.0010618556,0.008218395,0.0018643572,0.007713499,0.001959423,0.0013193897,0.005497238],"category_scores_gemma":[0.00754522,0.0005767555,0.0024089417,0.0073455865,0.0028671136,0.010029565,0.0018823175,0.0021624544,0.0015740546],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042855838,0.00010879397,0.0023914026,0.00026334633,0.00010171338,0.00016287673,0.0012362014,0.008937132,0.002543674,0.8544389,0.005678888,0.12409425],"study_design_scores_gemma":[0.000047737536,0.000087800596,0.002112885,0.00012826476,0.00012357048,0.0003425094,0.0010692916,0.15702322,0.0027972257,0.6857641,0.15043017,0.000073352305],"about_ca_topic_score_codex":0.0056905486,"about_ca_topic_score_gemma":0.0037289914,"teacher_disagreement_score":0.008218395,"about_ca_system_score_codex":0.0014531479,"about_ca_system_score_gemma":0.0019145765,"threshold_uncertainty_score":0.01839012},"labels":[],"label_agreement":null},{"id":"W1492420096","doi":"10.5555/1248460.1248537","title":"Working group on comparative and transnational digital government in North America","year":2007,"lang":"en","type":"article","venue":"International Conference on Digital Government Research","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Digital government; Government (linguistics); Variety (cybernetics); Public administration; Political science; Public relations; Politics; Comparative research; Focus group; Comparative politics; Public policy; Sociology; Digital transformation; Social science; Computer science","score_opus":0.15490823097364642,"score_gpt":0.40447814850043284,"score_spread":0.24956991752678642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1492420096","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04591931,0.066236824,0.009622131,0.32699448,0.014323639,0.00076940714,0.0032618216,0.00027488504,0.5325974],"genre_scores_gemma":[0.4268294,0.070505574,0.02481286,0.043104872,0.005961809,0.0041537634,0.008711421,0.0005554365,0.41536492],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938625,0.0027835506,0.000339815,0.0006311018,0.0013474975,0.001035561],"domain_scores_gemma":[0.9798427,0.009081684,0.0007793784,0.0018830405,0.0048034205,0.0036097877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014552917,0.000578337,0.00078385026,0.003749182,0.008238372,0.0073769977,0.0022908312,0.0048237,0.026358182],"category_scores_gemma":[0.010904662,0.00041559243,0.00061108836,0.0051137363,0.0037970897,0.007927307,0.0070252186,0.0033255147,0.0018907721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015370506,0.00018756931,0.0072057946,0.0007755068,0.000054966866,0.0005663617,0.054609116,0.00034918363,0.0012522887,0.15953922,0.5887291,0.18657713],"study_design_scores_gemma":[0.000010715375,0.000015512944,0.0058168303,0.00066260813,0.0000196945,0.000096272975,0.032125715,0.00007853398,0.00025114894,0.010427248,0.9504826,0.000013069813],"about_ca_topic_score_codex":0.063512065,"about_ca_topic_score_gemma":0.080928445,"teacher_disagreement_score":0.063512065,"about_ca_system_score_codex":0.007818355,"about_ca_system_score_gemma":0.025062412,"threshold_uncertainty_score":0.12628478},"labels":[],"label_agreement":null},{"id":"W1518814310","doi":"10.5555/1809874.1809924","title":"Integration and interoperability at the border in North America: a status report","year":2010,"lang":"en","type":"article","venue":"International Conference on Digital Government Research","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Interoperation; Interoperability; Digital government; Government (linguistics); Politics; Political science; Information sharing; Geography; Public relations; Regional science; Computer science; World Wide Web","score_opus":0.07310471828779877,"score_gpt":0.4464261953733468,"score_spread":0.3733214770855481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1518814310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7260298,0.023765394,0.008862156,0.035850223,0.00060555554,0.0009419041,0.004328032,0.000686841,0.19893008],"genre_scores_gemma":[0.9135032,0.028290924,0.013886775,0.0020724696,0.00031121974,0.0007215242,0.011518367,0.00012620355,0.029569225],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963716,0.0007074626,0.00032335985,0.00030649392,0.0016823763,0.0006087639],"domain_scores_gemma":[0.99192894,0.001431292,0.0010977875,0.0005562194,0.00396928,0.0010164903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062161735,0.0002583966,0.00030710356,0.0031245782,0.00258086,0.0070104846,0.0008433758,0.001354799,0.0033309022],"category_scores_gemma":[0.0058943615,0.0003352076,0.00035665755,0.005898236,0.0012602456,0.006658518,0.003995717,0.0015819579,0.0005155553],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042481578,0.0013111242,0.34039873,0.0014146374,0.00018336558,0.0016353143,0.058963574,0.001816755,0.00593515,0.03060277,0.09696147,0.4603522],"study_design_scores_gemma":[0.00005239547,0.00048891985,0.5279499,0.0011834834,0.0002468216,0.0005925789,0.10064287,0.0019688725,0.004107476,0.004672446,0.3580133,0.000080895],"about_ca_topic_score_codex":0.13912365,"about_ca_topic_score_gemma":0.11693575,"teacher_disagreement_score":0.13912365,"about_ca_system_score_codex":0.003760323,"about_ca_system_score_gemma":0.010753246,"threshold_uncertainty_score":0.27662772},"labels":[],"label_agreement":null},{"id":"W1521677894","doi":"10.5555/1809874.1809932","title":"Open government initiatives in North America","year":2010,"lang":"en","type":"article","venue":"International Conference on Digital Government Research","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Open government; Transparency (behavior); Citizen journalism; Government (linguistics); Bookmarking; Crowd sourcing; Social media; Public relations; Digital government; Political science; e-participation; Open data; Business; Public administration; Internet privacy; World Wide Web; Politics; Computer science","score_opus":0.13782189448141346,"score_gpt":0.43623428509015016,"score_spread":0.2984123906087367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1521677894","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2764504,0.020347266,0.0007257394,0.14009583,0.0019653768,0.00017159274,0.0002508862,0.0001283715,0.5598646],"genre_scores_gemma":[0.86402386,0.010457729,0.0014476927,0.025881073,0.00047473563,0.0003992554,0.00038071867,0.0000807181,0.096854195],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962203,0.0010881976,0.00009662973,0.00038268423,0.0008207654,0.0013914158],"domain_scores_gemma":[0.99331987,0.002200334,0.00057229865,0.00037315837,0.000985185,0.0025492297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003755387,0.00021797422,0.00031542635,0.0018020372,0.019021293,0.009946045,0.00089690724,0.0032270502,0.010601823],"category_scores_gemma":[0.0052592377,0.00024856426,0.00033857653,0.0032711755,0.006119126,0.0051765414,0.009803644,0.00431325,0.0005419184],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000121670084,0.00048188985,0.016542595,0.0005641172,0.000032435808,0.0022353332,0.20442405,0.0001945334,0.0011532238,0.45758763,0.16290475,0.15375786],"study_design_scores_gemma":[0.000022204036,0.00004536683,0.029457554,0.00045172533,0.000012987442,0.00022508178,0.1128174,0.0000743631,0.00020173854,0.011860186,0.8447978,0.000033636687],"about_ca_topic_score_codex":0.15823829,"about_ca_topic_score_gemma":0.32542324,"teacher_disagreement_score":0.15823829,"about_ca_system_score_codex":0.0151978675,"about_ca_system_score_gemma":0.021416215,"threshold_uncertainty_score":0.3146345},"labels":[],"label_agreement":null},{"id":"W1545171625","doi":"10.5555/1809874.1809921","title":"A policy framework for evaluating Full Information Product Pricing (FIPP) regimes","year":2010,"lang":"en","type":"article","venue":"International Conference on Digital Government Research","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Product (mathematics); Information and Communications Technology; Corporate governance; Scalability; Diversity (politics); Computer science; Industrial organization; Business; Sustainability; Knowledge management; Finance","score_opus":0.1036649402533536,"score_gpt":0.3731784030477475,"score_spread":0.2695134627943939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1545171625","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036972687,0.0006517583,0.7565221,0.0061895987,0.00022209052,0.0018667488,0.0009457224,0.00032245976,0.19630675],"genre_scores_gemma":[0.75680554,0.0009078569,0.230468,0.0008443205,0.00020865799,0.0029136823,0.0004424326,0.00007921584,0.007330245],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.96778214,0.020359453,0.0012016963,0.0019613095,0.006664227,0.0020311752],"domain_scores_gemma":[0.97768426,0.015844898,0.002112987,0.0011989196,0.002517362,0.0006415888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.030805128,0.0015745185,0.0017554356,0.004596036,0.0020787062,0.0129951155,0.004084695,0.0069527016,0.0097711515],"category_scores_gemma":[0.052098572,0.0008915072,0.0013511158,0.00416013,0.0063553266,0.017626628,0.0042531346,0.004767981,0.00073688553],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022853137,0.00008472585,0.00037416234,0.00006253145,0.000027019925,0.00006423719,0.00012048978,0.11577197,0.0000944903,0.87500423,0.0013279287,0.0070453202],"study_design_scores_gemma":[0.000062854604,0.00015120054,0.00056688144,0.00016502502,0.00003234904,0.00004941171,0.00044649126,0.22654024,0.00029422244,0.7600363,0.011605144,0.000049953363],"about_ca_topic_score_codex":0.009974761,"about_ca_topic_score_gemma":0.0042581153,"teacher_disagreement_score":0.030805128,"about_ca_system_score_codex":0.012257642,"about_ca_system_score_gemma":0.012733668,"threshold_uncertainty_score":0.16291505},"labels":[],"label_agreement":null},{"id":"W1555781774","doi":"10.5555/1809874.1809925","title":"Comparing digital government agendas in Canada, Mexico, and the United States","year":2010,"lang":"en","type":"article","venue":"International Conference on Digital Government Research","topic":"Local Government Finance and Decentralization","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Transparency (behavior); Digital government; Government (linguistics); Public administration; Consolidation (business); Work (physics); Political science; Business; Engineering; Digital transformation; Finance","score_opus":0.07875409436230066,"score_gpt":0.3478518194126872,"score_spread":0.26909772505038654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1555781774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8096337,0.0032108182,0.00038803005,0.0075146626,0.00004835935,0.00015571425,0.0015800757,0.00003169609,0.17743695],"genre_scores_gemma":[0.9908324,0.0021088994,0.0005734029,0.00050305994,0.000015075549,0.00007579909,0.00083338586,0.000014615863,0.005043336],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962249,0.00042633608,0.00008732049,0.00016050941,0.0012223072,0.0018786591],"domain_scores_gemma":[0.99470717,0.00079602026,0.00059329777,0.00013664443,0.002477722,0.0012893038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027658343,0.00022467884,0.0003725709,0.009490235,0.012502698,0.007439575,0.0009380901,0.00081568694,0.0045418106],"category_scores_gemma":[0.0071221706,0.00025427542,0.00033789358,0.016093366,0.0033724927,0.0023837234,0.0043637864,0.0015586999,0.00014301855],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0010719035,0.000311521,0.3092181,0.0004904907,0.00018618917,0.0008865552,0.054601546,0.0040248837,0.0010797733,0.49851882,0.02732243,0.1022878],"study_design_scores_gemma":[0.00009522744,0.00009411622,0.7204899,0.0005667053,0.00013258749,0.00008940204,0.17569263,0.0015071863,0.0008095629,0.007446122,0.093000576,0.00007593439],"about_ca_topic_score_codex":0.97201455,"about_ca_topic_score_gemma":0.98959804,"teacher_disagreement_score":0.8582339,"about_ca_system_score_codex":0.14176607,"about_ca_system_score_gemma":0.08758994,"threshold_uncertainty_score":0.9954297},"labels":[],"label_agreement":null},{"id":"W1557506695","doi":"10.5555/1123098.1123156","title":"New models of collaboration for the delivery of public services","year":2002,"lang":"en","type":"article","venue":"International Conference on Digital Government Research","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science","score_opus":0.22105869741487488,"score_gpt":0.33226489386623664,"score_spread":0.11120619645136176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1557506695","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041560974,0.002609044,0.5297818,0.024898034,0.0006977647,0.00036180296,0.00018776284,0.0006163345,0.39928654],"genre_scores_gemma":[0.816304,0.0016180244,0.14388186,0.000740501,0.00032597114,0.00066926086,0.00015043061,0.00016976378,0.036140144],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9893833,0.007259214,0.00032220938,0.00092709746,0.0014532204,0.00065499026],"domain_scores_gemma":[0.98824674,0.0060977107,0.0007689733,0.0025473386,0.0012136985,0.0011256641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00731968,0.00083268975,0.0006347637,0.0017964698,0.0046846783,0.015241756,0.002665529,0.005414072,0.027471475],"category_scores_gemma":[0.015975447,0.0007889749,0.0017286687,0.0023805131,0.010415517,0.024194226,0.007882212,0.0033616293,0.004219537],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003082312,0.000037208654,0.00015223211,0.00003190374,0.000009656857,0.00003376565,0.0010913577,0.0017882874,0.00013508077,0.9883137,0.0012146723,0.007161347],"study_design_scores_gemma":[0.00006530958,0.00007604955,0.000136087,0.00007144753,0.000023591967,0.00011830887,0.0013516691,0.016898096,0.00022891026,0.9416211,0.03938477,0.000024539908],"about_ca_topic_score_codex":0.003167829,"about_ca_topic_score_gemma":0.0034938029,"teacher_disagreement_score":0.027471475,"about_ca_system_score_codex":0.00555409,"about_ca_system_score_gemma":0.005566849,"threshold_uncertainty_score":0.09190124},"labels":[],"label_agreement":null},{"id":"W1560024172","doi":"10.5555/1124191.1124284","title":"New models of collaboration for delivering government services: a dynamic model drawn from multi-national research","year":2004,"lang":"en","type":"article","venue":"International Conference on Digital Government Research","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Conceptual model; Knowledge management; Government (linguistics); Service model; Service (business); Business; Computer science; Public relations; Process management; Political science; Marketing","score_opus":0.30786227863707155,"score_gpt":0.5090243369400389,"score_spread":0.20116205830296735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1560024172","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07401136,0.0021210108,0.6094404,0.023877893,0.00019346373,0.00057288836,0.00041873596,0.00021427852,0.28915],"genre_scores_gemma":[0.83809745,0.0027266743,0.13757187,0.0008393695,0.00013775862,0.0015660138,0.00035179488,0.00012659695,0.01858247],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99433124,0.0033953786,0.00019575292,0.00078490324,0.0008063562,0.0004863388],"domain_scores_gemma":[0.99087465,0.005380483,0.000892015,0.00069756067,0.00086534553,0.0012899054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065351804,0.0008748732,0.00076351274,0.0030040087,0.0043043797,0.011661665,0.0036740587,0.0040964843,0.011208372],"category_scores_gemma":[0.0112189455,0.0007875579,0.0016138816,0.004914536,0.0072043804,0.02172022,0.0055892756,0.003336209,0.0017034116],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016980854,0.000047374702,0.0009476874,0.000054816228,0.00001945812,0.00011736898,0.0030384187,0.022723509,0.00007020295,0.9676117,0.00095907075,0.0043933126],"study_design_scores_gemma":[0.0000736126,0.00007472008,0.00083837094,0.00019160054,0.000044621273,0.00026968855,0.0046965377,0.10408842,0.00008836689,0.856778,0.03281088,0.00004517831],"about_ca_topic_score_codex":0.00997057,"about_ca_topic_score_gemma":0.009041629,"teacher_disagreement_score":0.011661665,"about_ca_system_score_codex":0.0097617265,"about_ca_system_score_gemma":0.008206735,"threshold_uncertainty_score":0.07082659},"labels":[],"label_agreement":null},{"id":"W1595025304","doi":"10.5555/1123196.1123309","title":"Towards a living GIS: enhancing digital democracy through sustained citizen participation","year":2003,"lang":"en","type":"article","venue":"International Conference on Digital Government Research","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"General partnership; Knowledge management; Citizen journalism; Participatory GIS; Process (computing); Participatory planning; Geographic information system; Democracy; Computer science; Plan (archaeology); Public participation; Information and Communications Technology; Process management; Business; Environmental planning; Public relations; Political science; World Wide Web; Geography","score_opus":0.10955147437828804,"score_gpt":0.4081870809235046,"score_spread":0.29863560654521654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1595025304","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18712027,0.0007328015,0.39938456,0.075745836,0.0005106184,0.0006698083,0.00012193271,0.0012236168,0.33449054],"genre_scores_gemma":[0.88576955,0.0004928759,0.09271565,0.0032998826,0.00012774483,0.0004467407,0.00015348558,0.00017206577,0.01682195],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9845473,0.011789258,0.00029787453,0.0009817193,0.0016655973,0.00071825355],"domain_scores_gemma":[0.9887376,0.005348399,0.000884891,0.0022971183,0.0010546834,0.0016773042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015094015,0.00035270484,0.00030359274,0.0013567972,0.0049266303,0.009573283,0.0018600577,0.0028356223,0.01043228],"category_scores_gemma":[0.016947549,0.0002450695,0.00046370664,0.001536438,0.009893078,0.013136378,0.015721003,0.0026764201,0.001909566],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000678103,0.00044597307,0.0072034877,0.0004395266,0.000036992285,0.00034633023,0.06316312,0.002858612,0.0029388056,0.694886,0.013466094,0.21414718],"study_design_scores_gemma":[0.00007244778,0.0002724359,0.0021960826,0.00023903746,0.000022407989,0.0003553656,0.043927915,0.0054034963,0.003044677,0.6056208,0.3387982,0.00004712379],"about_ca_topic_score_codex":0.00093798555,"about_ca_topic_score_gemma":0.0014251113,"teacher_disagreement_score":0.015094015,"about_ca_system_score_codex":0.0015743079,"about_ca_system_score_gemma":0.005328916,"threshold_uncertainty_score":0.0798257},"labels":[],"label_agreement":null},{"id":"W1839980898","doi":"10.5555/1556176.1556248","title":"Integration and interoperation at the border states in North America: a status report","year":2009,"lang":"en","type":"article","venue":"International Conference on Digital Government Research","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Interoperation; Digital government; Government (linguistics); Politics; Political science; Group (periodic table); Geography; Regional science; Interoperability; Computer science; World Wide Web; Digital transformation","score_opus":0.06839392121047255,"score_gpt":0.4379416694835243,"score_spread":0.36954774827305176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1839980898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6902161,0.020128716,0.009553255,0.036846295,0.0006239529,0.0014158498,0.009503636,0.0008922715,0.23081991],"genre_scores_gemma":[0.8808074,0.026199408,0.020369118,0.0027250522,0.00033695827,0.0013301155,0.02190087,0.00016680866,0.046164308],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9968418,0.0005441406,0.00030551243,0.00023296128,0.0015644883,0.0005111873],"domain_scores_gemma":[0.9923652,0.0011394226,0.0010167885,0.00046753942,0.004050106,0.0009609759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005143209,0.00024924203,0.00029111377,0.0037065553,0.002693366,0.0061715385,0.0007805426,0.0012706486,0.003649718],"category_scores_gemma":[0.0054084645,0.0003632741,0.00036946352,0.00716309,0.0010199901,0.005382227,0.0035815174,0.0015663913,0.0005863673],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030459947,0.0010817702,0.39101896,0.0011712217,0.00019219826,0.0014027451,0.046889134,0.0019003003,0.0043360987,0.026082112,0.12530378,0.4003171],"study_design_scores_gemma":[0.000042123735,0.0003158295,0.5601775,0.00079519226,0.0002200303,0.00040118594,0.062084865,0.0016795454,0.003316385,0.003365579,0.36752537,0.000076451084],"about_ca_topic_score_codex":0.19864078,"about_ca_topic_score_gemma":0.17456195,"teacher_disagreement_score":0.80135924,"about_ca_system_score_codex":0.0038638152,"about_ca_system_score_gemma":0.014042637,"threshold_uncertainty_score":0.3949691},"labels":[],"label_agreement":null},{"id":"W185711619","doi":"10.5555/1556176.1556246","title":"Research group on digital government in North America: developing a comparative and transnational agenda","year":2009,"lang":"en","type":"article","venue":"International Conference on Digital Government Research","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Government (linguistics); Digital government; Work (physics); Face (sociological concept); Political science; Politics; Public administration; Group (periodic table); Public relations; Library science; Economic growth; Sociology; Engineering; Social science; Computer science; Digital transformation","score_opus":0.24322574472701367,"score_gpt":0.4478023059324827,"score_spread":0.20457656120546905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W185711619","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04988445,0.065575115,0.0072111185,0.6099758,0.007790229,0.00046728313,0.00054523634,0.00011482508,0.25843596],"genre_scores_gemma":[0.5827881,0.1244573,0.035558388,0.06970737,0.006180651,0.0031673762,0.0020941687,0.00022357916,0.17582309],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9936109,0.0034168956,0.0002753943,0.0006250157,0.0010193166,0.0010523731],"domain_scores_gemma":[0.98547596,0.0057195863,0.00088610174,0.0007411834,0.0042685573,0.002908557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018539926,0.0005194071,0.00076013216,0.006431648,0.013657979,0.0136317825,0.0018638188,0.0062798928,0.0138995955],"category_scores_gemma":[0.008437868,0.00046174973,0.0004517955,0.009311636,0.0066405055,0.01736165,0.010548896,0.005640015,0.00096494786],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012217551,0.00031810274,0.008891925,0.001346623,0.000033158383,0.00055659615,0.117844306,0.00034695433,0.0017382329,0.52892953,0.18121028,0.15866216],"study_design_scores_gemma":[0.000018633631,0.0000661086,0.0073710936,0.0016391341,0.000028166038,0.00011997361,0.16451558,0.00018127711,0.00053180294,0.018689675,0.8068172,0.000021362644],"about_ca_topic_score_codex":0.04130213,"about_ca_topic_score_gemma":0.08832534,"teacher_disagreement_score":0.04130213,"about_ca_system_score_codex":0.017077057,"about_ca_system_score_gemma":0.047173973,"threshold_uncertainty_score":0.123903334},"labels":[],"label_agreement":null}]}