{"meta":{"query_hash":"6a7e68d220ad","filters":{"venue":"Information Polity"},"cohort_total":16,"direct_labels_cover":0,"predictions_cover":16,"exported":16,"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/6a7e68d220ad","api":"https://metacan.xera.ac/api/v1/cohort?venue=Information+Polity"},"results":[{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Amateur; Cult; The Internet; Media studies; Sociology; Political science; Law; Computer science; World Wide Web","score_opus":0.009777794910775975,"score_gpt":0.2692453882400125,"score_spread":0.2594675933292365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1021170409","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40261254,0.000041581603,0.00009521387,0.02393727,0.0017686608,0.00041370606,0.00015727895,0.00006185378,0.5709119],"genre_scores_gemma":[0.9824534,0.00007042118,0.000016755925,0.0009728246,0.00007985677,0.000004372954,0.000008168178,0.000001590801,0.016392592],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993265,0.000026591733,0.00016163672,0.000037989423,0.00028481227,0.0001624452],"domain_scores_gemma":[0.99947447,0.000022771064,0.0001687734,0.00014343233,0.00012622584,0.000064342516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038944016,0.000052231324,0.00006070279,0.000009460276,0.00012834712,0.00025302885,0.0003218519,0.00006699768,0.000013783765],"category_scores_gemma":[0.00028182997,0.000027503005,0.0000584781,0.000097297205,0.00013754796,0.0008818463,0.000051964795,0.0001316954,0.000028086224],"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":[0.000012101246,0.000035186284,0.009135505,0.000039792892,0.000029982619,5.1018457e-8,0.14419389,0.000001014751,0.00019091368,0.09603551,0.59967315,0.1506529],"study_design_scores_gemma":[0.000065833214,0.0000055016553,0.0024787884,0.00000685588,0.0000028818274,2.4876152e-7,0.0077631874,0.000030910614,0.0019556032,0.00041551227,0.9872338,0.000040835654],"about_ca_topic_score_codex":0.00068611704,"about_ca_topic_score_gemma":0.000544659,"teacher_disagreement_score":0.5798409,"about_ca_system_score_codex":0.00001999518,"about_ca_system_score_gemma":0.000056345416,"threshold_uncertainty_score":0.2439963},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Perspective (graphical); Government (linguistics); Business; Public administration; Political science; Mathematics; Philosophy; Geometry; Linguistics","score_opus":0.017934557984462203,"score_gpt":0.28790482212085816,"score_spread":0.26997026413639597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1502755865","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14802764,0.000017606377,0.0001151532,0.018341647,0.0001411487,0.0003781982,0.0000064461215,0.00005368791,0.83291847],"genre_scores_gemma":[0.9965764,0.000025523825,0.000094643,0.0021636027,0.00006543478,0.00005078079,0.000003221272,0.0000017635008,0.0010186243],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9988309,0.00006892872,0.00020997162,0.00006761588,0.0005879091,0.000234663],"domain_scores_gemma":[0.9995329,0.000058829457,0.00012254839,0.00012187896,0.000086603184,0.000077251905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050364796,0.00006189105,0.00007270973,0.000047340942,0.00018971281,0.00022677273,0.00018655231,0.000057750764,0.0007097911],"category_scores_gemma":[0.00019074076,0.00006024248,0.000031753265,0.00021921996,0.000083818064,0.003610768,0.00005024455,0.000084662046,0.000494609],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000042162396,0.000026504353,0.03198704,0.00001067606,0.0000074147997,1.9723242e-7,0.06531887,0.000005010717,8.108965e-7,0.895092,0.0040764883,0.003470759],"study_design_scores_gemma":[0.0003695411,0.000013700892,0.2807348,0.000020822241,0.000003927636,2.7015824e-7,0.503192,0.00035051777,0.000014908931,0.049078334,0.16603824,0.00018293448],"about_ca_topic_score_codex":0.07997743,"about_ca_topic_score_gemma":0.004718983,"teacher_disagreement_score":0.84854877,"about_ca_system_score_codex":0.00089992635,"about_ca_system_score_gemma":0.00006286215,"threshold_uncertainty_score":0.9261491},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.025186602169827422,"score_gpt":0.308401191443986,"score_spread":0.28321458927415855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1527948197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9598929,0.000006737516,0.000017258946,0.002400347,0.0002117753,0.00025740638,0.000018829674,0.00006084069,0.037133846],"genre_scores_gemma":[0.99704933,0.000023939803,0.000012105238,0.0024514373,0.0002310608,0.000031384567,0.000014806572,0.0000018472061,0.00018407243],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990546,0.00007740727,0.00022834216,0.00005288971,0.00029103356,0.00029572676],"domain_scores_gemma":[0.9991026,0.00039379837,0.000111469184,0.00013316836,0.00011860472,0.00014036983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044751648,0.000071372786,0.000109257686,0.00007193971,0.0006644036,0.0003400142,0.00014226849,0.00010129671,0.00046330786],"category_scores_gemma":[0.000386037,0.000050319086,0.00006803012,0.00044737285,0.00033067394,0.0009127352,0.000017364504,0.00011574864,0.0002541975],"study_design_candidate":"observational","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":[0.000021700982,0.00005829798,0.1297893,0.000027930651,0.00032376248,2.40378e-7,0.3440946,0.0010317441,0.0000021847275,0.47268486,0.023112344,0.028853012],"study_design_scores_gemma":[0.00073213753,0.00007770368,0.44801748,0.000017470888,0.000224847,5.9396393e-7,0.15230024,0.020021485,0.000040124993,0.019551678,0.35845366,0.0005625866],"about_ca_topic_score_codex":0.004048006,"about_ca_topic_score_gemma":0.0006507962,"teacher_disagreement_score":0.4531332,"about_ca_system_score_codex":0.00008660892,"about_ca_system_score_gemma":0.00011155942,"threshold_uncertainty_score":0.61194015},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.00858880326696835,"score_gpt":0.1896373536635036,"score_spread":0.18104855039653525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1563631860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.707483,9.597316e-7,0.0007841143,0.0003865982,0.00016580608,0.0006383818,0.000013185529,0.00007389354,0.29045406],"genre_scores_gemma":[0.9964476,8.2791627e-7,0.000078493205,0.0029432408,0.00011620252,0.00004765756,0.00034994454,0.000003102562,0.000012918794],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998725,9.570562e-7,0.00078806235,0.000040002098,0.00020995522,0.00023604116],"domain_scores_gemma":[0.9986996,0.000011069719,0.00058256043,0.00025871847,0.0004270334,0.000021019508],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00034038373,0.00013270525,0.00013585783,0.0002770605,0.00013140615,0.0023228084,0.00025602963,0.000045365097,0.00022410069],"category_scores_gemma":[0.00012845264,0.00009721424,0.000052607513,0.0002918901,0.00003606321,0.12427488,0.00013298965,0.00008175322,0.005305366],"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":[0.000077559205,0.000039651026,0.005528281,0.0004854025,0.000035392153,1.857478e-8,0.005652654,0.003416039,0.000027332444,0.6239878,0.017015025,0.34373486],"study_design_scores_gemma":[0.0005577936,0.00006512967,0.08357913,0.000022792243,0.000022711201,0.000004083292,0.05016556,0.016186433,0.00042465483,0.06792391,0.7806018,0.00044602115],"about_ca_topic_score_codex":0.0015155163,"about_ca_topic_score_gemma":0.000022503455,"teacher_disagreement_score":0.76358676,"about_ca_system_score_codex":0.000047693222,"about_ca_system_score_gemma":0.00006350996,"threshold_uncertainty_score":0.9987129},"labels":[],"label_agreement":null},{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.015325643918860009,"score_gpt":0.2686499256932804,"score_spread":0.2533242817744204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1622922851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83069813,0.000004045276,0.15089425,0.009814143,0.00010477262,0.00042514355,0.00001983258,0.00007571853,0.007963949],"genre_scores_gemma":[0.9975856,0.0000027231645,0.00018063042,0.0020231213,0.000054970984,0.000026686885,0.000048628957,0.0000012576143,0.00007636753],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99883807,0.00018652389,0.00033267195,0.00007796846,0.00035293284,0.00021182321],"domain_scores_gemma":[0.9992235,0.00015109142,0.00009437548,0.00015805283,0.00023364318,0.00013935613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002698035,0.00007331682,0.00011063547,0.00006681834,0.0010052149,0.00017011713,0.00014016304,0.00006799075,0.00014241102],"category_scores_gemma":[0.0007238054,0.00005973825,0.00003836514,0.00023669258,0.00013755803,0.0004880624,0.000021951684,0.000085258514,0.000104940766],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000794413,0.00018589543,0.2096786,0.00012419205,0.00014919002,1.4462745e-7,0.27012503,0.0005004284,0.000009398787,0.24649918,0.0037877609,0.26886076],"study_design_scores_gemma":[0.00028533954,0.000020942054,0.33111125,0.000011656469,0.000028664574,2.3457886e-7,0.0021797938,0.0036292956,0.00013421847,0.0022852626,0.66015756,0.00015578297],"about_ca_topic_score_codex":0.008123717,"about_ca_topic_score_gemma":0.022134997,"teacher_disagreement_score":0.6563698,"about_ca_system_score_codex":0.00018056485,"about_ca_system_score_gemma":0.00019937794,"threshold_uncertainty_score":0.9984813},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.07525855682585861,"score_gpt":0.2590177943576153,"score_spread":0.1837592375317567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964580796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942234,0.00002393835,0.00092479395,0.00014775556,0.000058928214,0.00021609775,0.000029335157,0.00006566548,0.004310045],"genre_scores_gemma":[0.99983543,0.0000047863323,0.000020973337,0.00011611859,0.0000033260217,0.000012762743,0.000002863483,0.0000019160711,0.0000018022737],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994342,0.0000064548353,0.00023522574,0.000031839318,0.0001838767,0.00010841646],"domain_scores_gemma":[0.999537,0.00009790853,0.000050862633,0.00026054875,0.000044857385,0.00000880732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015602761,0.00006383845,0.00008093404,0.000045074605,0.000020200054,0.000059170605,0.00032749042,0.000057105717,0.0000085208385],"category_scores_gemma":[0.00007350905,0.000036495156,0.0000396974,0.00015462196,0.00004463473,0.0010134053,0.000030054242,0.00012615902,0.000010370292],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000554962,0.0000291228,0.029590929,0.00038440176,0.000010851842,1.1967401e-7,0.008610863,0.924167,0.000019109146,0.027265515,0.00013307574,0.009733531],"study_design_scores_gemma":[0.000297769,0.000023004353,0.015665827,0.00013319895,0.000002595551,9.5204024e-7,0.010158357,0.9576889,0.0010248997,0.0148234265,0.00009514152,0.0000858836],"about_ca_topic_score_codex":0.000078588215,"about_ca_topic_score_gemma":0.0000222624,"teacher_disagreement_score":0.033521958,"about_ca_system_score_codex":0.0000411603,"about_ca_system_score_gemma":0.00004117295,"threshold_uncertainty_score":0.14882292},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.027577607325194566,"score_gpt":0.2240466645147184,"score_spread":0.19646905718952384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017235374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9226086,0.000018138751,0.0014766537,0.0040945113,0.00013891835,0.00019931939,0.00005571615,0.00011787954,0.07129027],"genre_scores_gemma":[0.99870366,0.0000019219758,0.00002507288,0.0010512035,0.00014354599,0.0000023915884,0.000049029062,0.000003146779,0.000020039959],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992141,2.698681e-7,0.00044516902,0.00005166905,0.00013583571,0.00015296797],"domain_scores_gemma":[0.999325,0.00004482121,0.00034477198,0.00015066512,0.00012092846,0.000013859714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016518852,0.00007487453,0.00012275478,0.000042838445,0.00013534332,0.0002125956,0.00028403092,0.000049912123,0.00003429161],"category_scores_gemma":[0.00029546436,0.00005194723,0.000069362424,0.0001339887,0.00014695723,0.004514558,0.00020998043,0.00010332935,0.00009333604],"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":[0.000028922843,0.000011136895,0.055058602,0.00020420633,0.000017269089,8.63438e-8,0.0002962215,0.00003888945,0.000004184191,0.94032884,0.0015103038,0.0025013566],"study_design_scores_gemma":[0.0008989984,0.000040069062,0.08303143,0.00003855388,0.000041866253,0.0000026446194,0.002155992,0.02263304,0.0013413627,0.6598893,0.22956057,0.0003662131],"about_ca_topic_score_codex":0.00010955046,"about_ca_topic_score_gemma":0.000001546156,"teacher_disagreement_score":0.28043956,"about_ca_system_score_codex":0.000014052786,"about_ca_system_score_gemma":0.000025217285,"threshold_uncertainty_score":0.32729453},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.04990606487646489,"score_gpt":0.3103019825199449,"score_spread":0.26039591764348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169719881","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14008051,0.000013221134,0.00003700448,0.021127164,0.0010554427,0.0001291404,0.00020584777,0.000044765737,0.8373069],"genre_scores_gemma":[0.9982451,0.00001123652,0.0000049661153,0.0008379693,0.0002659461,0.0000041006647,0.00009905086,0.00000193009,0.0005296674],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990784,0.000063020314,0.0001706287,0.000050915307,0.00033326505,0.0003037915],"domain_scores_gemma":[0.99937207,0.00011028106,0.000059945774,0.00009661302,0.00018119083,0.00017988519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024390237,0.000048566337,0.00004611953,0.000040431714,0.0012322706,0.00051071215,0.00011307695,0.000067914756,0.00007752241],"category_scores_gemma":[0.0005313302,0.000039168634,0.00004704747,0.00013902715,0.00012753953,0.00054556935,0.000016145446,0.00008515012,0.00020901047],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000041313265,0.000011588673,0.0013450603,0.000004590389,0.000016503163,0.0000017823476,0.08785601,0.000011425848,8.02562e-7,0.8534873,0.022015646,0.035245147],"study_design_scores_gemma":[0.000185687,0.0000034319862,0.13972095,0.0000018244034,0.0000043937466,0.0000014344289,0.08061115,0.000041640993,0.00008948115,0.03467047,0.7445485,0.00012104823],"about_ca_topic_score_codex":0.04269143,"about_ca_topic_score_gemma":0.12838717,"teacher_disagreement_score":0.8581646,"about_ca_system_score_codex":0.0002414264,"about_ca_system_score_gemma":0.00094282755,"threshold_uncertainty_score":0.96368337},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.30971377894067864,"score_gpt":0.3474146162787829,"score_spread":0.037700837338104254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196770380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7850197,0.00003038627,0.003859392,0.10745864,0.0012417604,0.00025568422,0.0026541501,0.000070655726,0.09940965],"genre_scores_gemma":[0.9980205,0.000028836537,0.000026298781,0.0015149009,0.0001899721,0.0000029484913,0.000078394165,0.0000022800393,0.00013582659],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99828887,0.00013983145,0.00023103775,0.00006833398,0.0010914507,0.00018045843],"domain_scores_gemma":[0.99881357,0.000749962,0.00019644169,0.0001247215,0.000060587136,0.00005469828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003454499,0.00007019798,0.00010077337,0.0000088080915,0.00058817636,0.00016055822,0.0001662133,0.000076139,0.00047355407],"category_scores_gemma":[0.00033451695,0.000052650463,0.00006267637,0.00013816719,0.000302589,0.0012459154,0.00010219046,0.0000849662,0.000026742588],"study_design_candidate":"theoretical_or_conceptual","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":[0.000047619327,0.000058645823,0.015573258,0.000011776166,0.00005541715,5.342306e-7,0.12220122,0.000050411363,0.000008345302,0.8346268,0.023249384,0.00411661],"study_design_scores_gemma":[0.0006148273,0.000013931476,0.20264491,0.000041731782,0.000049991624,2.6031526e-7,0.51764977,0.00021363799,0.0011530899,0.008830593,0.26855096,0.00023630729],"about_ca_topic_score_codex":0.0051198127,"about_ca_topic_score_gemma":0.022024442,"teacher_disagreement_score":0.8257962,"about_ca_system_score_codex":0.0010321711,"about_ca_system_score_gemma":0.00016988188,"threshold_uncertainty_score":0.99582106},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.022845900142431583,"score_gpt":0.3299557988390596,"score_spread":0.307109898696628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224123263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96592265,0.000006004559,0.0000016387543,0.0018728037,0.0007907993,0.00021792616,0.00012065775,0.00003027866,0.031037232],"genre_scores_gemma":[0.9994487,0.0000047903445,0.0000012629145,0.00025676523,0.0001807135,0.000051140167,0.000034776825,0.000002278703,0.000019565021],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9980216,0.00070725963,0.00029783108,0.000046561312,0.0005658271,0.00036094],"domain_scores_gemma":[0.99781996,0.0018505172,0.00012739323,0.000078797326,0.000039118968,0.00008419563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011323014,0.000062683735,0.0001259396,0.00006839608,0.00092095975,0.000035291327,0.00017804338,0.000062225445,0.00017059808],"category_scores_gemma":[0.0016788873,0.000052424475,0.000059835806,0.00019309846,0.0004159386,0.0001912987,0.00004314521,0.00022234298,0.00004145257],"study_design_candidate":"theoretical_or_conceptual","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":[0.00006419631,0.000019035886,0.04101741,0.000019602707,0.0000049400933,2.6683423e-7,0.04648271,0.0000017284534,0.0000013800044,0.90760124,0.0007859811,0.0040014964],"study_design_scores_gemma":[0.002039833,0.00026356403,0.6010408,0.00001727717,0.000038561553,0.0000016414637,0.098080665,0.000080886406,0.001393119,0.031146536,0.26552436,0.0003728118],"about_ca_topic_score_codex":0.0015444953,"about_ca_topic_score_gemma":0.00044253518,"teacher_disagreement_score":0.8764547,"about_ca_system_score_codex":0.0005066524,"about_ca_system_score_gemma":0.00018136449,"threshold_uncertainty_score":0.70833707},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art; Art history","score_opus":0.11308501059109176,"score_gpt":0.3123754009309614,"score_spread":0.19929039033986962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233561200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53885937,0.0004949448,0.000004970094,0.008435673,0.00062555115,0.00023098149,0.00003763448,0.000049758182,0.45126113],"genre_scores_gemma":[0.9861757,0.00006385349,0.000020687748,0.004837625,0.0002704829,0.000009954985,0.000010958575,0.0000024070441,0.008608311],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99903625,0.000038234033,0.0001999101,0.00008671193,0.00039352055,0.00024535324],"domain_scores_gemma":[0.9994362,0.00017380746,0.00007026718,0.0001247333,0.00012268049,0.00007230994],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0021352798,0.0000684838,0.000075473006,0.0001769001,0.0021888423,0.0004203774,0.00017255096,0.00002157875,0.00033079163],"category_scores_gemma":[0.00020577479,0.000043430944,0.0000111410145,0.00007782161,0.0044368557,0.0018249059,0.000059331294,0.00029251448,0.000033972778],"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":[0.0000072683038,0.000012542859,0.00094724586,0.00004726971,0.0000040129403,3.053208e-7,0.08892026,1.842438e-7,0.00010877683,0.43020332,0.4680892,0.011659618],"study_design_scores_gemma":[0.00010090315,0.000043741995,0.001310597,0.00001870291,0.0000024370784,0.0000022632871,0.0076739406,0.000044128243,0.000063139436,0.0032676747,0.9874116,0.000060847127],"about_ca_topic_score_codex":0.0012363441,"about_ca_topic_score_gemma":0.008334584,"teacher_disagreement_score":0.51932245,"about_ca_system_score_codex":0.000020176209,"about_ca_system_score_gemma":0.00006844996,"threshold_uncertainty_score":0.99911016},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.006776204647356664,"score_gpt":0.24707645942679557,"score_spread":0.2403002547794389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244162264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95783836,0.00004092877,0.0030170602,0.0007701621,0.00019110294,0.00029743116,0.00014824762,0.000029356059,0.03766734],"genre_scores_gemma":[0.99937314,0.000043802393,0.000044490174,0.0004554926,0.000022256761,0.0000052781143,0.000029065963,0.0000019612821,0.000024487725],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988729,0.0000517362,0.00043847435,0.00005479948,0.00032858204,0.0002535588],"domain_scores_gemma":[0.999323,0.000072353076,0.00022512178,0.000101335274,0.00014543138,0.00013274167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048746975,0.00008282166,0.00014951234,0.000090139954,0.0001785623,0.0001443329,0.00016597303,0.000076404394,0.000017719452],"category_scores_gemma":[0.0002619707,0.000078091485,0.00001207938,0.00015482439,0.00092840777,0.004208851,0.00004732128,0.00008281511,0.000002262502],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019720203,0.000026504096,0.20018466,0.0004485421,0.000015345422,1.5633745e-7,0.061870694,0.000080423044,0.000006249602,0.7230954,0.005391916,0.008860377],"study_design_scores_gemma":[0.003985795,0.00013138077,0.3766346,0.00021995099,0.000037432124,0.0000065665768,0.04071398,0.009586899,0.0012769692,0.05048605,0.51577324,0.0011471501],"about_ca_topic_score_codex":0.7675745,"about_ca_topic_score_gemma":0.45023596,"teacher_disagreement_score":0.6726094,"about_ca_system_score_codex":0.00019890066,"about_ca_system_score_gemma":0.00050173857,"threshold_uncertainty_score":0.5597958},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.0517749140063188,"score_gpt":0.3632202843947157,"score_spread":0.3114453703883969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281686198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5935011,0.00008955762,0.023544183,0.09933688,0.00074003614,0.00093180017,0.00065772695,0.00013499807,0.28106374],"genre_scores_gemma":[0.96456134,0.000008034046,0.00057029794,0.034686204,0.00005342357,0.00003758685,0.000037634487,0.0000013114718,0.000044167973],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964649,0.0024884425,0.0002469031,0.000077523706,0.00041855298,0.0003036866],"domain_scores_gemma":[0.9989836,0.0006392016,0.00008109737,0.0001680166,0.000048521815,0.00007952836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009511432,0.000052694242,0.00009641202,0.000033076947,0.00061864866,0.00006825249,0.00040907206,0.000057956473,0.0008013554],"category_scores_gemma":[0.0006350338,0.000045152017,0.000051208237,0.000380783,0.00007344435,0.00048194663,0.000097248645,0.00024099177,0.000060243492],"study_design_candidate":"not_applicable","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":[0.00002414162,0.000026471693,0.0020540475,0.0000030759875,0.0000047981043,1.7666844e-7,0.53869355,0.00034997452,4.797835e-7,0.4327255,0.015370371,0.010747434],"study_design_scores_gemma":[0.00010420836,0.000017962926,0.029068343,5.977293e-7,5.8531225e-7,3.8982708e-7,0.04626259,0.00021934077,4.1953453e-7,0.19527557,0.72899216,0.000057815643],"about_ca_topic_score_codex":0.02992416,"about_ca_topic_score_gemma":0.001598245,"teacher_disagreement_score":0.7136218,"about_ca_system_score_codex":0.0002602633,"about_ca_system_score_gemma":0.00027680452,"threshold_uncertainty_score":0.9765357},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.009296202306279103,"score_gpt":0.21614567443510982,"score_spread":0.2068494721288307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289515440","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3272978,0.00011091203,0.0003611768,0.01032061,0.00038747184,0.0005719983,0.00020434821,0.00010970621,0.660636],"genre_scores_gemma":[0.9967674,0.000031003678,0.000025868114,0.0024981536,0.00007014874,0.000043921864,0.000069942216,0.0000028821178,0.00049069326],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988023,0.00022338443,0.00031752087,0.00008278704,0.00036089643,0.0002131262],"domain_scores_gemma":[0.99924517,0.0002661258,0.0001826001,0.00020481905,0.000040906813,0.00006041115],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013386084,0.000090935246,0.000089125155,0.00004018511,0.0019004882,0.00028576466,0.00025222174,0.000044456858,0.00044194283],"category_scores_gemma":[0.000107095395,0.000063008585,0.00005556619,0.00016839066,0.00017872523,0.0018735977,0.000033274828,0.00018993078,0.000024612089],"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":[0.00013712143,0.00004019567,0.0023908368,0.00002249862,0.000056486297,4.000605e-7,0.090772964,0.00065532996,0.0000014835463,0.7574386,0.037266597,0.1112175],"study_design_scores_gemma":[0.00032894698,0.000039324084,0.036877055,0.000024852834,0.00001481204,0.0000011946737,0.04499963,0.0032912127,0.00006758679,0.025834199,0.8883104,0.00021080996],"about_ca_topic_score_codex":0.0018946497,"about_ca_topic_score_gemma":0.00019923954,"teacher_disagreement_score":0.85104376,"about_ca_system_score_codex":0.00016322183,"about_ca_system_score_gemma":0.00013977267,"threshold_uncertainty_score":0.9993989},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.02989993834784618,"score_gpt":0.23618479897338024,"score_spread":0.20628486062553406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396889738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78238285,0.00029494436,0.004321579,0.07114204,0.0016025216,0.0021177412,0.00012391078,0.00097637874,0.13703807],"genre_scores_gemma":[0.9928028,0.000027502128,0.00006229815,0.0064577614,0.00026070664,0.000087319146,0.00025043075,0.000014671433,0.00003653888],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981518,0.000036596084,0.0008408293,0.00018863467,0.00046037143,0.0003217813],"domain_scores_gemma":[0.9987484,0.00009593008,0.00021055453,0.0004807226,0.0004451087,0.000019288016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015507552,0.0001892467,0.00020285256,0.00038770342,0.00017762322,0.00087187113,0.00050494226,0.00006204604,0.00029105856],"category_scores_gemma":[0.00027084036,0.00015441005,0.00006489283,0.0020124388,0.000070449234,0.010773778,0.0004067691,0.000223333,0.00046787082],"study_design_candidate":"not_applicable","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":[0.00007385038,0.00037869113,0.039320793,0.0054452084,0.00017254356,0.000003055332,0.012710622,0.0047331266,0.000089760724,0.8544636,0.0103554055,0.07225337],"study_design_scores_gemma":[0.000399582,0.0000073283986,0.020046568,0.00012977813,0.000058530775,9.4887713e-7,0.0105260005,0.05012319,0.00025265585,0.0350543,0.8830616,0.0003395571],"about_ca_topic_score_codex":0.0068875677,"about_ca_topic_score_gemma":0.0014632404,"teacher_disagreement_score":0.8727062,"about_ca_system_score_codex":0.00011501227,"about_ca_system_score_gemma":0.00005537387,"threshold_uncertainty_score":0.99972564},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science; Process management; Government (linguistics); Business","score_opus":0.08258255499445716,"score_gpt":0.21772091308659383,"score_spread":0.13513835809213667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W59887170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69091004,0.000051085124,0.29893956,0.005571942,0.000065247565,0.00022475376,0.0000040896916,0.0001472636,0.0040860567],"genre_scores_gemma":[0.9965352,0.000016317097,0.00048012685,0.0026465594,0.00024388457,0.0000123541595,0.000032053253,0.0000064315227,0.000027095715],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986326,0.0000023412485,0.00042218357,0.00018476654,0.00048026576,0.0002778413],"domain_scores_gemma":[0.99944305,0.000004857193,0.00012868566,0.00017748527,0.00020328729,0.000042625426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024619253,0.00019295464,0.00020003282,0.00016817315,0.00022447837,0.00044972304,0.00017463988,0.000053498297,0.00001181519],"category_scores_gemma":[0.00007666443,0.00016888723,0.000031297666,0.00087323535,0.000014176052,0.002493571,0.000048866903,0.00008077171,0.000058354788],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052467352,0.000061664156,0.0008737981,0.0006720329,0.000009383202,1.2172576e-7,0.00050398393,0.93382645,0.0000042661236,0.002594893,0.00007713075,0.06132379],"study_design_scores_gemma":[0.0003334597,0.0000065080326,0.007607583,0.000094258605,0.000047176003,0.0000010489485,0.0002264241,0.9890783,0.000040398285,0.0006071976,0.001702898,0.00025479068],"about_ca_topic_score_codex":0.00031556652,"about_ca_topic_score_gemma":0.000014789728,"teacher_disagreement_score":0.30562517,"about_ca_system_score_codex":0.000055034783,"about_ca_system_score_gemma":0.00006532398,"threshold_uncertainty_score":0.68870217},"labels":[],"label_agreement":null}]}