{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":16,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":16,"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":"6a7e68d220ad","filters":{"venue":"Information Polity"}},"results":[{"id":"W1622922851","doi":"10.3233/ip-140330","title":"Geomatics and Smart City: A transversal contribution to the Smart City development","year":2014,"lang":"en","type":"article","venue":"Information Polity","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","cited_by":32,"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":"Geomatics; Smart city; Transversal (combinatorics); Architectural engineering; Geography; Environmental planning; Computer science; Engineering; Cartography; Computer security; Internet of Things; Mathematics","authors":[{"name":"Marie-Andree Doran","is_ca":true},{"name":"Sylvie Daniel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01532564391886001,"gpt":0.2686499256932804,"spread":0.2533242817744204,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002594883,0.0004379015,0.0004925102,0.003907515,0.002205856,0.01009603,0.0005182555,0.00215715,0.004502259],"category_scores_gemma":[0.002634329,0.0002572259,0.000397433,0.00583199,0.01428167,0.01054051,0.005422256,0.00301592,0.0003477025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004452608,"about_ca_system_score_gemma":0.005372339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005153476,"about_ca_topic_score_gemma":0.009820713,"domain_scores_codex":[0.9983889,0.0009049942,0.0000787794,0.0001331773,0.000339677,0.0001545394],"domain_scores_gemma":[0.996738,0.002046667,0.0002785999,0.0002710774,0.0003905178,0.0002750394],"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":[0.0000067038,0.00001561055,0.00186375,0.0002108381,0.00001221967,0.0001286748,0.005190871,0.00052403,0.0002147182,0.9594592,0.003077212,0.02929614],"study_design_scores_gemma":[0.000003523205,0.00004051722,0.003778154,0.0009112078,0.00001960814,0.0004872732,0.02827005,0.002262282,0.0004394975,0.4850392,0.4787101,0.0000385419],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08323956,0.186688,0.1064498,0.2845131,0.003469831,0.0001111715,0.000360726,0.0001588509,0.3350089],"genre_scores_gemma":[0.8029152,0.1409509,0.02739286,0.005987287,0.002425751,0.000074209,0.0001704678,0.00007764357,0.02000573],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01009603,"threshold_uncertainty_score":0.03230602,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W59887170","doi":"10.3233/ip-2009-0168","title":"Modeling e-government business processes: New approaches to transparent and efficient performance","year":2009,"lang":"en","type":"article","venue":"Information Polity","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Computer science; Process management; Government (linguistics); Business","authors":[{"name":"Hafedh Chourabi","is_ca":true},{"name":"Sehl Mellouli","is_ca":true},{"name":"Faouzi Bouslama","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08258255499445716,"gpt":0.2177209130865938,"spread":0.1351383580921367,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005022915,0.001422967,0.0008329159,0.002525988,0.001258704,0.006785107,0.002757688,0.002177036,0.002648283],"category_scores_gemma":[0.00667351,0.001081314,0.001960906,0.003143248,0.003665374,0.01099135,0.003385257,0.003625092,0.0007185716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004738878,"about_ca_system_score_gemma":0.004209891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01388494,"about_ca_topic_score_gemma":0.01070411,"domain_scores_codex":[0.9954848,0.002035717,0.0004189756,0.0004607268,0.001384621,0.0002150618],"domain_scores_gemma":[0.9972311,0.001261286,0.0003513067,0.0006960383,0.0003679174,0.00009241411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001868056,0.00004835705,0.0004800626,0.0002410348,0.00005075858,0.00007247646,0.00107342,0.1202316,0.001079657,0.837397,0.0008932327,0.03841378],"study_design_scores_gemma":[0.00002126181,0.00003163435,0.0002835137,0.000287351,0.00006260024,0.00009186594,0.0004374732,0.4319313,0.002079466,0.5044994,0.06022336,0.00005091039],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00249507,0.0006814798,0.9893047,0.001104648,0.00003219007,0.00005681238,0.00006479582,0.0003170905,0.00594327],"genre_scores_gemma":[0.1480563,0.003808055,0.8419801,0.0002065988,0.0001393513,0.0003427909,0.0003377038,0.0002336651,0.004895409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01388494,"threshold_uncertainty_score":0.03438318,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3017235374","doi":"10.3233/ip-190203","title":"The politics of sharing: Sociotechnical imaginaries of digital platforms","year":2020,"lang":"en","type":"article","venue":"Information Polity","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sociotechnical system; Grassroots; Sharing economy; Demise; Politics; Corporate governance; Consumption (sociology); Political economy; Sociology; Economic system; Political science; Economics; Social science; Law; Management","authors":[{"name":"Yousif Hassan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02757760732519457,"gpt":0.2240466645147184,"spread":0.1964690571895238,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01104281,0.0006157426,0.0003210629,0.002961329,0.01046921,0.01846146,0.001279593,0.004744448,0.003370804],"category_scores_gemma":[0.01133673,0.0004266581,0.0003970931,0.002322437,0.06172627,0.02637904,0.01103846,0.004615602,0.0003298391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005509342,"about_ca_system_score_gemma":0.002676256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002150673,"about_ca_topic_score_gemma":0.001528169,"domain_scores_codex":[0.9888541,0.008068105,0.0002021236,0.0005036822,0.001693378,0.00067864],"domain_scores_gemma":[0.988438,0.008579879,0.0007863115,0.00115563,0.0004953821,0.0005449489],"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":[0.00001887898,0.00001793816,0.000425514,0.00003189916,0.00000441757,0.0001837484,0.06834929,0.0003810026,0.0003429244,0.9247563,0.0007199876,0.004767993],"study_design_scores_gemma":[0.00002052603,0.00005414463,0.001056421,0.0002723179,0.00001097183,0.0004125485,0.1755463,0.001662784,0.0008870447,0.6888517,0.1311825,0.00004287721],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.247621,0.003273026,0.03708711,0.04795881,0.0003731365,0.00007125972,0.00005484247,0.00005785524,0.6635029],"genre_scores_gemma":[0.9944404,0.0005589031,0.001332593,0.0004709844,0.0000815804,0.00002659777,0.000009242573,0.00002332034,0.003056409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01846146,"threshold_uncertainty_score":0.05840069,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1563631860","doi":"10.3233/ip-130295","title":"Information strategies to support full information product pricing: The role of trust","year":2013,"lang":"en","type":"article","venue":"Information Polity","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Francophone University Association","funders":"","keywords":"Interoperability; Information asymmetry; Product (mathematics); Business; Enforcement; Set (abstract data type); Suite; Key (lock); Industrial organization; Computer science; Computer security; Finance","authors":[{"name":"Luis F. Luna‐Reyes","is_ca":false},{"name":"Jing Zhang","is_ca":false},{"name":"Réjean Roy","is_ca":true},{"name":"David F. Andersen","is_ca":false},{"name":"Deborah Lines Andersen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00858880326696835,"gpt":0.1896373536635036,"spread":0.1810485503965353,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01774349,0.0006284087,0.0004348427,0.002481126,0.003327997,0.01139814,0.001913433,0.003574743,0.00751642],"category_scores_gemma":[0.04892877,0.0004475293,0.0005759803,0.002044759,0.0101493,0.01964997,0.006233997,0.002687295,0.001305332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005450492,"about_ca_system_score_gemma":0.008623914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006288192,"about_ca_topic_score_gemma":0.003200269,"domain_scores_codex":[0.986737,0.005970245,0.0008059631,0.001210531,0.003771001,0.001505264],"domain_scores_gemma":[0.9485547,0.0251004,0.008259711,0.008814047,0.007293324,0.00197785],"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":[0.00002313451,0.00006205675,0.003000361,0.00009358136,0.00002775448,0.0002361845,0.003026013,0.002985322,0.0005514559,0.9491457,0.001776926,0.03907149],"study_design_scores_gemma":[0.00005256842,0.0001317705,0.002061549,0.0003264578,0.00004777075,0.0003671784,0.003437808,0.01515746,0.002051182,0.8762931,0.09999542,0.00007781062],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1222026,0.001439567,0.3791298,0.02764458,0.000233669,0.0005187461,0.0001043889,0.0003580881,0.4683686],"genre_scores_gemma":[0.9703467,0.000374149,0.01972214,0.0007369069,0.00005952605,0.0001275319,0.00003323209,0.00005122582,0.008548567],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01774349,"threshold_uncertainty_score":0.09383762,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2964580796","doi":"10.3233/ip-190129","title":"Toward a model of the municipal evidence-based decision process in the strategic digital city context","year":2019,"lang":"en","type":"article","venue":"Information Polity","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Context (archaeology); Process (computing); Knowledge management; Process management; Citizen journalism; Conceptual model; Strategic planning; Exploratory research; Business; Computer science; Management science; Sociology; Marketing; Engineering; Geography","authors":[{"name":"Sérgio Silva Ribeiro","is_ca":true},{"name":"Denis Alcides Rezende","is_ca":false},{"name":"Jingtao Yao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07525855682585861,"gpt":0.2590177943576153,"spread":0.1837592375317567,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01037226,0.0007580655,0.0006647386,0.004740829,0.003106002,0.01434093,0.002191047,0.003815127,0.006118312],"category_scores_gemma":[0.01566697,0.0006558282,0.001729669,0.005835613,0.008933154,0.01110101,0.00454892,0.003011458,0.0008171172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008503987,"about_ca_system_score_gemma":0.01361873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009336672,"about_ca_topic_score_gemma":0.008999472,"domain_scores_codex":[0.9923378,0.00520657,0.000510665,0.0006815422,0.0007364486,0.0005270378],"domain_scores_gemma":[0.9808271,0.01452433,0.001632177,0.0007279627,0.001347917,0.0009405263],"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":[0.0000265317,0.00008997508,0.002587821,0.000141594,0.00002856806,0.0004615809,0.005672117,0.01134488,0.0001672936,0.9721162,0.0004242654,0.006939315],"study_design_scores_gemma":[0.0001058111,0.0001413131,0.002527566,0.0006012988,0.0001198584,0.0004882889,0.015404,0.1091776,0.000460582,0.8375785,0.03331476,0.00008048645],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1262575,0.001212118,0.6505874,0.02770017,0.0001890509,0.001871206,0.0006485409,0.0002600402,0.1912739],"genre_scores_gemma":[0.7864611,0.000907992,0.2058651,0.0005255872,0.00004861658,0.001102751,0.0003231847,0.00002913318,0.004736523],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01434093,"threshold_uncertainty_score":0.06170106,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1021170409","doi":"10.3233/ip-2010-0210","title":"The Cult of the Amateur: how today's internet is killing our culture, by Andrew Keen","year":2010,"lang":"en","type":"article","venue":"Information Polity","topic":"Digital Games and Media","field":"Social Sciences","cited_by":10,"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":"Amateur; Cult; The Internet; Media studies; Sociology; Political science; Law; Computer science; World Wide Web","authors":[{"name":"Reviewed by Michael Hoechsmann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009777794910775975,"gpt":0.2692453882400125,"spread":0.2594675933292365,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00194562,0.0006827534,0.0003584756,0.0009458019,0.009949853,0.01398323,0.001054836,0.006487916,0.007188123],"category_scores_gemma":[0.007075414,0.0003693955,0.0002606013,0.001248558,0.01158778,0.02208219,0.004510964,0.01338948,0.002496171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00518656,"about_ca_system_score_gemma":0.004015475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01875281,"about_ca_topic_score_gemma":0.03812794,"domain_scores_codex":[0.9977967,0.001042514,0.00004780381,0.0002371169,0.00065086,0.0002250777],"domain_scores_gemma":[0.9964121,0.002402979,0.0001973206,0.0001135811,0.000430724,0.0004433071],"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":[0.00001933812,0.00001939948,0.0001524261,0.0001252861,0.000007412028,0.0001379161,0.01899236,0.00003256736,0.0001137805,0.1402741,0.8181239,0.02200142],"study_design_scores_gemma":[0.000002797871,0.000008417849,0.0002454935,0.0003676043,0.000003460224,0.0001366901,0.01202898,0.00004685317,0.00007767391,0.01983407,0.9672348,0.00001314707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003181922,0.09798009,0.0008617764,0.7726422,0.01042686,0.00001751736,0.00004650764,0.00004257318,0.1148006],"genre_scores_gemma":[0.1515807,0.1155082,0.001996009,0.3539402,0.009653967,0.0001189408,0.00008565267,0.0002844951,0.3668318],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01875281,"threshold_uncertainty_score":0.03763127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1527948197","doi":"10.3233/ip-2011-0244","title":"Networked campaigns: Traffic tags and cross platform analysis on the web","year":2013,"lang":"en","type":"article","venue":"Information Polity","topic":"Social Media and Politics","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 Ontario Institute of Technology; Toronto Metropolitan University","funders":"Department of Electronics and Information Technology, Ministry of Communications and Information Technology","keywords":"World Wide Web; Computer science; Upload; Identifier; Web crawler; Politics; Social media; The Internet; Context (archaeology); Web traffic; Political science","authors":[{"name":"Greg Elmer","is_ca":true},{"name":"Ganaele Langlois","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02518660216982742,"gpt":0.308401191443986,"spread":0.2832145892741585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00246939,0.0004449471,0.000320731,0.01321259,0.001219805,0.006120567,0.0005717569,0.0009758157,0.001658614],"category_scores_gemma":[0.009535875,0.0003302254,0.0005058595,0.009055439,0.002789255,0.008892868,0.002453282,0.0009148237,0.0003817645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00136982,"about_ca_system_score_gemma":0.0006791166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003272437,"about_ca_topic_score_gemma":0.002621567,"domain_scores_codex":[0.9978173,0.001200099,0.0001065346,0.0002952374,0.0004000941,0.0001806805],"domain_scores_gemma":[0.9910669,0.005587178,0.001389267,0.001118099,0.0006244302,0.0002141821],"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":[0.0002172275,0.0003292768,0.2044805,0.0003416461,0.0001811072,0.0008684501,0.03026265,0.01011086,0.008097547,0.4941789,0.00228846,0.2486434],"study_design_scores_gemma":[0.00003679679,0.0002375853,0.1896927,0.0005273614,0.0002276928,0.001469962,0.04592332,0.2477286,0.01384728,0.4360432,0.06407471,0.0001906604],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5899904,0.0007035928,0.3683165,0.0008276599,0.00009063863,0.0002600933,0.0008863618,0.000545808,0.03837896],"genre_scores_gemma":[0.9368178,0.0002703427,0.05916275,0.0001024975,0.00007317461,0.0002733226,0.0004285664,0.0001159557,0.002755618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01321259,"threshold_uncertainty_score":0.01305956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4289515440","doi":"10.3233/ip-211535","title":"Culling the FLoC: Market forces, regulatory regimes and Google’s (mis)steps on the path away from targeted advertising1","year":2022,"lang":"en","type":"article","venue":"Information Polity","topic":"Digital Economy and Work Transformation","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":"Queen's University","funders":"European Commission","keywords":"Business; Path (computing); Collation; Ideology; Marketing; Advertising; Computer science; Political science; Law; Politics","authors":[{"name":"David Eliot","is_ca":true},{"name":"David Murakami Wood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009296202306279103,"gpt":0.2161456744351098,"spread":0.2068494721288307,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006747357,0.0002402275,0.0002215061,0.003129611,0.006379754,0.01303791,0.0007871321,0.003466919,0.004049077],"category_scores_gemma":[0.01166497,0.000225039,0.0003015173,0.002148956,0.02857455,0.01234229,0.004404832,0.003817244,0.0006921085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007887625,"about_ca_system_score_gemma":0.005019659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0181281,"about_ca_topic_score_gemma":0.01640416,"domain_scores_codex":[0.9951769,0.00165231,0.0001428799,0.0005734717,0.001621382,0.0008331377],"domain_scores_gemma":[0.9917976,0.004604426,0.0009881257,0.0009159684,0.0009728068,0.0007210833],"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":[0.00003122141,0.00002518438,0.002854445,0.00004234638,0.000005724968,0.000118083,0.01682238,0.0001352249,0.0002499496,0.9319073,0.01379842,0.03400964],"study_design_scores_gemma":[0.0000261565,0.00007309041,0.01392047,0.0004537964,0.0000123811,0.0001934347,0.03516092,0.0009763556,0.00129687,0.3008971,0.6469058,0.00008370415],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2510083,0.009095751,0.007246458,0.2830985,0.0009517287,0.00007299137,0.0001924625,0.0002359075,0.4480978],"genre_scores_gemma":[0.9701285,0.001641055,0.001285767,0.01436763,0.0004129668,0.00002648106,0.00003579428,0.00009838009,0.01200352],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0181281,"threshold_uncertainty_score":0.05722904,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281686198","doi":"10.3233/ip-211536","title":"Power in the modern ‘surveillance society’: From theory to methodology <sup/>","year":2022,"lang":"en","type":"article","venue":"Information Polity","topic":"Global Security and Public Health","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":"Tellabs (Canada)","funders":"European Commission","keywords":"Hierarchy; Rendering (computer graphics); Perspective (graphical); Power (physics); Computer science; Sociology; Management science; Political science; Data science; Law; Artificial intelligence; Engineering","authors":[{"name":"Catharina Rudschies","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0517749140063188,"gpt":0.3632202843947157,"spread":0.3114453703883969,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01543263,0.0009025112,0.0009982294,0.007322491,0.003520403,0.01460401,0.002544023,0.00355067,0.004264772],"category_scores_gemma":[0.01361015,0.0004966361,0.0007507249,0.007780006,0.05356915,0.01616948,0.005548015,0.004944778,0.0009175347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01028176,"about_ca_system_score_gemma":0.005180526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003766462,"about_ca_topic_score_gemma":0.002958599,"domain_scores_codex":[0.9849449,0.01285101,0.0003511888,0.0006667212,0.0008724766,0.0003137314],"domain_scores_gemma":[0.9667791,0.02930683,0.001312562,0.001318294,0.0008477845,0.0004354123],"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":[0.000004598192,0.00001243761,0.0004109741,0.0001634301,0.000007044474,0.00008945025,0.006735977,0.0005746291,0.00003140071,0.9790146,0.001281113,0.01167442],"study_design_scores_gemma":[0.000003664828,0.00001266116,0.000397865,0.00064635,0.000004742952,0.0000940618,0.00652843,0.002100931,0.00008595149,0.9623551,0.02775825,0.00001205633],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03715536,0.08840157,0.539421,0.1200081,0.002036644,0.0003782611,0.0002875626,0.0001429609,0.2121686],"genre_scores_gemma":[0.8415883,0.0395885,0.1033741,0.006171467,0.001886151,0.0009052008,0.0002168816,0.0001109314,0.006158415],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01543263,"threshold_uncertainty_score":0.08161652,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3169719881","doi":"10.3233/ip-200301","title":"The gendered digital turn: Canadian mayors on social media","year":2021,"lang":"en","type":"article","venue":"Information Polity","topic":"Gender Politics and Representation","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 media; Politics; Power (physics); Political science; Variation (astronomy); Media coverage; Digital media; Sociology; Gender studies; Media studies; Law","authors":[{"name":"Katherine V.R. Sullivan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04990606487646489,"gpt":0.3103019825199449,"spread":0.26039591764348,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001292048,0.0002686536,0.0003706127,0.002318281,0.01204991,0.005712537,0.001029374,0.0006375269,0.00709452],"category_scores_gemma":[0.0033682,0.0003170121,0.0002789736,0.003622069,0.004912624,0.001304048,0.003184271,0.001259198,0.0004192019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04240973,"about_ca_system_score_gemma":0.03276891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9935046,"about_ca_topic_score_gemma":0.9977365,"domain_scores_codex":[0.9976592,0.0002224568,0.0000340507,0.0002727585,0.0007463472,0.001065184],"domain_scores_gemma":[0.9975719,0.0002723315,0.0004088741,0.00009510284,0.0007709728,0.0008808364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003236518,0.0001230423,0.4332708,0.0001149313,0.00005782389,0.0007005848,0.4726183,0.0001540481,0.00245902,0.01271608,0.01596191,0.06149982],"study_design_scores_gemma":[0.000009829856,0.00003281719,0.6310256,0.0001030918,0.00001955868,0.0001086982,0.3293873,0.0002047545,0.0003131109,0.0003619673,0.03837391,0.00005931577],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690171,0.0004856451,0.0001227104,0.002290576,0.00003526019,0.00002616851,0.0005659556,0.00001351784,0.02744302],"genre_scores_gemma":[0.9940281,0.0002685271,0.00007165937,0.0002115383,0.000008192726,0.000005844611,0.000132502,0.00001083053,0.005262845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04240973,"threshold_uncertainty_score":0.3077056,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1502755865","doi":"10.3233/ip-130301","title":"E-government in outlying regions: A manager's perspective","year":2013,"lang":"en","type":"article","venue":"Information Polity","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":5,"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":"Perspective (graphical); Government (linguistics); Business; Public administration; Political science; Mathematics; Philosophy; Geometry; Linguistics","authors":[{"name":"Alain Daou","is_ca":true},{"name":"Égide Karuranga","is_ca":true},{"name":"Fatou Thiam","is_ca":true},{"name":"Sehl Mellouli","is_ca":true},{"name":"Diane Poulin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0179345579844622,"gpt":0.2879048221208582,"spread":0.269970264136396,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002510027,0.0002575134,0.0003097013,0.0009947219,0.006082346,0.00576386,0.0008138787,0.002534081,0.004159986],"category_scores_gemma":[0.004849203,0.0001888651,0.0001913306,0.001321821,0.004193242,0.004603087,0.003401741,0.00262458,0.000370883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003359025,"about_ca_system_score_gemma":0.006371719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03585748,"about_ca_topic_score_gemma":0.07656616,"domain_scores_codex":[0.9970077,0.001783235,0.00006159097,0.0001043208,0.0001660736,0.0008772051],"domain_scores_gemma":[0.9946463,0.001592072,0.001193748,0.00005775585,0.0006146217,0.001895455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001607864,0.0004722866,0.1969558,0.001152307,0.00009985928,0.008855817,0.4650182,0.001811825,0.002498716,0.2171861,0.0562891,0.04949922],"study_design_scores_gemma":[0.00001850945,0.0002025505,0.04280131,0.0007188752,0.00003336853,0.0008277972,0.8230541,0.0005855821,0.0003123471,0.006476115,0.1249253,0.00004413337],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5886768,0.006638172,0.001695793,0.3336839,0.0003010191,0.0000416929,0.0001534291,0.00002865519,0.0687805],"genre_scores_gemma":[0.9825911,0.003265782,0.0003862429,0.00998453,0.0001393353,0.00001561725,0.00002106136,0.000008854474,0.003587496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03585748,"threshold_uncertainty_score":0.07129759,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396889738","doi":"10.3233/ip-230057","title":"When <i>line</i> meets <i>agile</i> in public service organizations: Exploring the role of felt accountability amongst line managers","year":2024,"lang":"en","type":"article","venue":"Information Polity","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Accountability; Agile software development; Business; Line (geometry); Line management; Public relations; Public service; Service (business); Public administration; Process management; Political science; Management; Marketing","authors":[{"name":"Yashwant Singh Yadav","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02989993834784618,"gpt":0.2361847989733802,"spread":0.2062848606255341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01383339,0.0003335079,0.0002766707,0.001353011,0.0112039,0.01470796,0.001324996,0.003015331,0.001662232],"category_scores_gemma":[0.02556659,0.0005490457,0.0002500227,0.001166726,0.02321763,0.007577553,0.007364149,0.00563531,0.0002549269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009535357,"about_ca_system_score_gemma":0.004717476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0135496,"about_ca_topic_score_gemma":0.01677426,"domain_scores_codex":[0.980673,0.01508614,0.0003081561,0.0006222669,0.001244881,0.002065485],"domain_scores_gemma":[0.9720677,0.01652729,0.006200519,0.000974683,0.001918825,0.002310929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002459379,0.0000351353,0.0059128,0.00002227647,0.000002966542,0.0005806709,0.9854748,0.00004523365,0.000434336,0.005170473,0.0003969501,0.00189975],"study_design_scores_gemma":[0.000002598979,0.00002057512,0.002773865,0.00003442798,0.000002085055,0.00007016385,0.9926722,0.0001060178,0.0001501378,0.001047011,0.003113158,0.000007835621],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774157,0.0001020271,0.002105362,0.005897896,0.00004960108,0.00003790533,0.00001234774,0.00001554445,0.01436353],"genre_scores_gemma":[0.9986682,0.00004311453,0.0002460534,0.0003239896,0.0000103896,0.0000121841,0.000004004765,0.00001245071,0.0006796556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01470796,"threshold_uncertainty_score":0.0731588,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224123263","doi":"10.3233/ip-210006","title":"The (indirect) effect of social media consumption on political distrust in Egypt","year":2022,"lang":"en","type":"article","venue":"Information Polity","topic":"Social Media and Politics","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":"University of Ottawa","funders":"","keywords":"Distrust; Politics; Perception; Language change; Government (linguistics); Social media; Affect (linguistics); Political science; Political communication; Social psychology; Public relations; Sociology; Psychology; Law","authors":[{"name":"Hossein Masoudnia","is_ca":true},{"name":"Maryam Ghorbani","is_ca":true},{"name":"Daniel Stockemer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02284590014243158,"gpt":0.3299557988390596,"spread":0.307109898696628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005767912,0.0002043379,0.0001405456,0.0009653199,0.0005422963,0.001523201,0.0001568612,0.0002750826,0.004732224],"category_scores_gemma":[0.003710287,0.0001312922,0.0002440899,0.00115906,0.0006650244,0.0006600378,0.001018674,0.0005857825,0.0002820357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007929429,"about_ca_system_score_gemma":0.0007383976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02052104,"about_ca_topic_score_gemma":0.02501487,"domain_scores_codex":[0.9994111,0.0002181892,0.00005133832,0.00005282779,0.0001196511,0.0001469797],"domain_scores_gemma":[0.9948313,0.001832956,0.002217295,0.0002362765,0.0004871991,0.0003949837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001144688,0.0001175057,0.9818192,0.00005847208,0.00007879685,0.0002258816,0.004308267,0.0001096133,0.0004011026,0.0007919293,0.0003393581,0.01163547],"study_design_scores_gemma":[0.000004889628,0.00004312965,0.987518,0.00005116037,0.0000542798,0.0001052074,0.009854269,0.0003461188,0.0003596564,0.0002372611,0.001419885,0.000006251419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958183,0.000154223,0.00005571838,0.0003565628,0.00000443995,0.000002832818,0.0001050615,0.000002328395,0.003500633],"genre_scores_gemma":[0.999306,0.0001153902,0.00002278002,0.00002969709,0.000005900902,0.000001952335,0.00003825486,0.00000109857,0.000478858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02052104,"threshold_uncertainty_score":0.04080319,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3196770380","doi":"10.3233/ip-210314","title":"Understanding government discourses on social media: Lessons from the use of YouTube at local level1","year":2021,"lang":"en","type":"article","venue":"Information Polity","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Social media; Dialogic; Transparency (behavior); Local government; Public relations; Political science; Government (linguistics); Digital media; Open government; Sociology; Public administration","authors":[{"name":"Osiris S. González-Galván","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3097137789406786,"gpt":0.3474146162787829,"spread":0.03770083733810425,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00619108,0.0005552555,0.0005650432,0.005307496,0.01059708,0.009321081,0.001303928,0.001975036,0.003616503],"category_scores_gemma":[0.01121032,0.0003481143,0.0002887039,0.006880968,0.01436338,0.01241813,0.004562037,0.002075134,0.0004311855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0180023,"about_ca_system_score_gemma":0.008678542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3801177,"about_ca_topic_score_gemma":0.5311128,"domain_scores_codex":[0.995604,0.003180906,0.00009919021,0.0002333865,0.0003626487,0.0005198083],"domain_scores_gemma":[0.9850184,0.01218034,0.0006443237,0.0003396539,0.001320382,0.0004968664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001477875,0.00001948434,0.005856833,0.00008998107,0.000005255764,0.0005254404,0.9786422,0.00004155513,0.0001581811,0.007202585,0.00143708,0.006006564],"study_design_scores_gemma":[0.000002151918,0.000007533384,0.005076441,0.0002673448,0.000004670306,0.00006065585,0.9812357,0.0001308245,0.0001025626,0.001195022,0.01190942,0.000007741582],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9194458,0.003346748,0.001687629,0.01267988,0.0000876041,0.0001130277,0.0004044411,0.00002461279,0.06221038],"genre_scores_gemma":[0.9938518,0.00175821,0.0004620821,0.0005040624,0.00002740455,0.00005455755,0.0001515957,0.00003403877,0.003156233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3801177,"threshold_uncertainty_score":0.7558104,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4244162264","doi":"10.3233/ip-140324","title":"Brokering Access: Power, Politics and Freedom of Information Process in Canada, by Mike Larsen and Kevin Walby","year":2014,"lang":"en","type":"article","venue":"Information Polity","topic":"Law, Rights, and Freedoms","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Politics; Power (physics); Freedom of information; Process (computing); Political science; Political process; Public administration; Sociology; Law; Computer science; Operating system","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.006776204647356664,"gpt":0.2470764594267956,"spread":0.2403002547794389,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00376224,0.0006620475,0.0008032443,0.002921689,0.02533594,0.02185615,0.001999428,0.006418298,0.007915143],"category_scores_gemma":[0.01867945,0.0007281677,0.0004302336,0.009377251,0.01581763,0.008698596,0.003542756,0.006367594,0.0005560992],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.148684,"about_ca_system_score_gemma":0.2451229,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9952499,"about_ca_topic_score_gemma":0.9973478,"domain_scores_codex":[0.9953577,0.0007185216,0.000151666,0.0004639913,0.001927588,0.001380575],"domain_scores_gemma":[0.9895269,0.004808974,0.0004881614,0.0002476152,0.002977631,0.001950711],"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":[0.00009540062,0.00008594531,0.007339044,0.0002911116,0.00005994847,0.0002551558,0.0241966,0.001779763,0.0002419631,0.5667414,0.3547137,0.04419991],"study_design_scores_gemma":[0.00007182531,0.00001877496,0.03279421,0.001018817,0.00007710634,0.0001188727,0.04510034,0.002834327,0.0004315677,0.158892,0.7583864,0.0002556737],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04922962,0.08713845,0.001397825,0.6902105,0.001306418,0.00008428214,0.001211369,0.00006776214,0.1693538],"genre_scores_gemma":[0.7239916,0.09314656,0.00232962,0.03288933,0.001081898,0.0001025578,0.0004477167,0.0001516129,0.1458591],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.148684,"threshold_uncertainty_score":0.9874059,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4233561200","doi":"10.3233/ip-2010-0219","title":"World Wide Research: Reshaping the Sciences and Humanities, by William H. Dutton and Paul W. Jeffreys, eds","year":2010,"lang":"en","type":"article","venue":"Information Polity","topic":"History of Science and Medicine","field":"Arts and Humanities","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":"Humanities; Philosophy; Art; Art history","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1130850105910918,"gpt":0.3123754009309614,"spread":0.1992903903398696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002376921,0.001349743,0.0008138128,0.002884079,0.002181534,0.01130756,0.001305579,0.002375316,0.01150318],"category_scores_gemma":[0.005255799,0.001128731,0.0006999776,0.005415849,0.00327381,0.01350458,0.003251233,0.005295863,0.008943941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003493121,"about_ca_system_score_gemma":0.007767267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008391853,"about_ca_topic_score_gemma":0.0196678,"domain_scores_codex":[0.9985268,0.0004078803,0.00009152933,0.0002033099,0.0006596715,0.000110775],"domain_scores_gemma":[0.9973252,0.001373115,0.0001735644,0.0001584963,0.0005015056,0.0004681066],"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":[0.00001015226,0.00001398911,0.0001738653,0.0003722512,0.000009088559,0.00003992857,0.001608409,0.0001429134,0.0001078733,0.03389814,0.8564078,0.1072157],"study_design_scores_gemma":[0.000001945292,0.000003852766,0.0002757306,0.0004373238,0.000002683956,0.00006855711,0.0005929387,0.00004432636,0.00002762213,0.006890169,0.99165,0.000004841862],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005862832,0.8720015,0.002413329,0.05473812,0.01417506,0.00002598459,0.0001823963,0.0001752204,0.05570219],"genre_scores_gemma":[0.007235307,0.8263355,0.004761937,0.0120868,0.009044424,0.00008192224,0.0003260779,0.0002241413,0.1399039],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9978185,"threshold_uncertainty_score":0.03848201,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}