{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":14,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":14,"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"},"query_hash":"3abfc65b2f7e","filters":{"venue":"Journal of Systems and Information Technology"}},"results":[{"id":"W1983348320","doi":"10.1108/13287261011070858","title":"E‐government maturity model using the capability maturity model integration","year":2010,"lang":"en","type":"article","venue":"Journal of Systems and Information Technology","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":109,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Capability Maturity Model Integration; Capability Maturity Model; Maturity (psychological); Process management; Knowledge management; Service Integration Maturity Model; Scope (computer science); Government (linguistics); Business; Process (computing); Conceptual model; Computer science; Database","retraction":null,"screen_n_in":null,"score":{"opus":0.01485361481879863,"gpt":0.2632444676540835,"spread":0.2483908528352849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001789091,0.00007558989,0.000151175,0.00008208145,0.0003537945,0.0002007162,0.0002774417,0.0002532915,0.000009549284],"category_scores_gemma":[0.000179848,0.00004842076,0.00004068722,0.000164831,0.000226658,0.002521291,0.00005223823,0.0004463746,0.000001122762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001356476,"about_ca_system_score_gemma":0.0001334687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003782009,"about_ca_topic_score_gemma":0.0003385351,"domain_scores_codex":[0.9987226,0.00003829744,0.0004865923,0.00004837026,0.0005675866,0.0001365794],"domain_scores_gemma":[0.9988176,0.00003389953,0.0006850987,0.0001391185,0.0002742448,0.00005007561],"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":[0.00004803803,0.00005633815,0.003767382,0.00009196118,0.00003793816,3.532728e-7,0.01711449,0.004004744,0.002382873,0.9633031,0.001129057,0.00806374],"study_design_scores_gemma":[0.0004078722,0.00005580134,0.0004710729,0.00005856252,0.00003382803,0.00004723038,0.06221348,0.8885617,0.000621469,0.02524616,0.02211668,0.0001661824],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744536,0.00008620465,0.01414724,0.005502689,0.0005415442,0.0002044298,0.000012271,0.00002769436,0.005024367],"genre_scores_gemma":[0.9980377,0.00009745305,0.001578259,0.0001379356,0.0000958107,0.000003323798,6.212944e-7,0.000002139573,0.00004675419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9380569,"threshold_uncertainty_score":0.2721137,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2016571850","doi":"10.1108/13287261211221137","title":"Soft skills requirements in software development jobs: a cross‐cultural empirical study","year":2012,"lang":"en","type":"article","venue":"Journal of Systems and Information Technology","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Soft skills; Originality; Personality; Value (mathematics); Software development; Big Five personality traits; Knowledge management; Programmer; Computer science; Soft systems methodology; Software; Psychology; Information system; Social psychology; Engineering; Creativity; Management information systems","retraction":null,"screen_n_in":null,"score":{"opus":0.02143141610212741,"gpt":0.3168429001917122,"spread":0.2954114840895848,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001422736,0.0001359066,0.000277654,0.0009135511,0.000137245,0.0003022285,0.000401159,0.0001315432,0.000005615996],"category_scores_gemma":[0.0001661696,0.00009998599,0.00002825751,0.0006346227,0.00003203276,0.008880259,0.0001395294,0.0001999758,0.00006132908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002380402,"about_ca_system_score_gemma":0.0001972965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004959022,"about_ca_topic_score_gemma":8.893489e-7,"domain_scores_codex":[0.9975269,0.00004853126,0.001630106,0.00006820904,0.0004508027,0.0002754302],"domain_scores_gemma":[0.9981462,0.00002196776,0.0009535422,0.0001677616,0.0005995941,0.0001108987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006057505,0.0003156416,0.912056,0.00008932308,0.00004816256,0.000002021748,0.0455139,0.00005106629,0.000004755768,0.004543214,0.001578316,0.03579152],"study_design_scores_gemma":[0.002467532,0.0002789687,0.728811,0.0002614057,0.000006317098,0.001060302,0.0323155,0.0004138415,0.0001709046,0.00005638339,0.2337591,0.0003986973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9329014,0.0002589853,0.06421293,0.0002686311,0.001569674,0.0003946206,5.461931e-7,0.00006710349,0.0003260502],"genre_scores_gemma":[0.9928027,0.00001237933,0.006871935,0.0001681168,0.00004552732,0.00003712289,0.000001656998,0.000002587564,0.00005794184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2321808,"threshold_uncertainty_score":0.6437973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2327126595","doi":"10.1108/jsit-12-2014-0074","title":"Understanding Twitter as an e-WOM","year":2016,"lang":"en","type":"article","venue":"Journal of Systems and Information Technology","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":40,"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; Entertainment; Globe; Advertising; Conversation; Hollywood; Microblogging; Computer science; Space (punctuation); World Wide Web; Sociology; Business; Psychology; Political science; History","retraction":null,"screen_n_in":null,"score":{"opus":0.04191704067398223,"gpt":0.2852737307475461,"spread":0.2433566900735639,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008966009,0.00003890353,0.0001113086,0.0002629935,0.0001515968,0.0001085532,0.0001024079,0.0001270897,0.00001420923],"category_scores_gemma":[0.0005651106,0.0000246663,0.00001933097,0.0001382936,0.0001733101,0.002361824,0.00001224254,0.00006564841,0.00001384257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001085936,"about_ca_system_score_gemma":0.00008176082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000379035,"about_ca_topic_score_gemma":0.000006080879,"domain_scores_codex":[0.9993257,0.00004215093,0.0002987415,0.00002625065,0.0001921667,0.000115004],"domain_scores_gemma":[0.9993593,0.00006438428,0.0003195775,0.00004315977,0.0001437214,0.00006986592],"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":[0.00002254233,0.00001013919,0.004525595,0.00001884107,0.00001781833,0.000002724137,0.008319692,3.374055e-7,0.00006117094,0.9425558,0.002039547,0.04242573],"study_design_scores_gemma":[0.00073091,0.0004162854,0.0005748086,0.0003154444,0.000008957484,0.00008537608,0.1678491,0.000008033804,0.00004424679,0.05653752,0.7732875,0.0001417987],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8596699,0.0001192975,0.006844725,0.0115212,0.001368449,0.0001296349,0.000002288051,0.00008392611,0.1202605],"genre_scores_gemma":[0.9992112,0.0002038528,0.00004185508,0.00008332355,0.0001383528,0.000001060589,1.046497e-7,0.000001800405,0.0003184724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8860183,"threshold_uncertainty_score":0.1712265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4322012926","doi":"10.1108/jsit-10-2022-0249","title":"The quality of big data marketing analytics (BDMA), user satisfaction, value for money and reinvestment intentions of marketing professionals","year":2023,"lang":"en","type":"article","venue":"Journal of Systems and Information Technology","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"St. Francis Xavier University; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; Thompson Rivers University","funders":"","keywords":"Marketing; Structural equation modeling; Quality (philosophy); Value (mathematics); Business; Marketing research; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.1081988600770287,"gpt":0.3371729800776146,"spread":0.2289741200005859,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006826456,0.00007680033,0.0002379614,0.000538405,0.0001956361,0.00009751957,0.0002440292,0.00009107032,0.000002075108],"category_scores_gemma":[0.003808134,0.00005015515,0.00003038886,0.0005758672,0.0001163295,0.001916084,0.0002938198,0.0001083395,9.961759e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001101511,"about_ca_system_score_gemma":0.00003626564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008291507,"about_ca_topic_score_gemma":0.00001525376,"domain_scores_codex":[0.9983517,0.00003744487,0.001170653,0.00006927105,0.0002588553,0.0001120649],"domain_scores_gemma":[0.996502,0.0004075945,0.001998498,0.0002352001,0.000848499,0.000008148039],"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":[0.0009090698,0.00008405965,0.2567853,0.01119216,0.0005381628,0.000001061756,0.0001786193,0.0004124138,0.002202973,0.3701396,0.0544772,0.3030794],"study_design_scores_gemma":[0.00163844,0.00008380692,0.5592534,0.003766025,0.0002745581,0.00006618784,0.02931797,0.07868404,0.000350242,0.006371537,0.3197814,0.0004124002],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9545888,0.001616342,0.02981042,0.008499826,0.002817597,0.001167833,0.0001745766,0.00008883766,0.001235766],"genre_scores_gemma":[0.9983205,0.0008805906,0.0004641123,0.00005918638,0.000180581,0.000008875439,0.00003187823,0.000005255012,0.00004906571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3637681,"threshold_uncertainty_score":0.4558967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283212557","doi":"10.1108/jsit-08-2021-0154","title":"Enterprise social media platforms for coping with an accelerated digital transformation","year":2022,"lang":"en","type":"article","venue":"Journal of Systems and Information Technology","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Digital transformation; Social media; Knowledge management; Exploratory research; Context (archaeology); Social media analytics; Computer science; Process management; Business; Sociology; World Wide Web","retraction":null,"screen_n_in":null,"score":{"opus":0.02439715898376874,"gpt":0.2669136270707286,"spread":0.2425164680869598,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005361671,0.00005078128,0.0001329056,0.0004215026,0.0006527727,0.000217321,0.0001470547,0.00005402053,0.00001073451],"category_scores_gemma":[0.0000375346,0.00004099065,0.00002345028,0.0002546078,0.0000526371,0.004698703,0.00002253745,0.0001201749,8.107214e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008106192,"about_ca_system_score_gemma":0.00005381221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005503633,"about_ca_topic_score_gemma":0.00001149783,"domain_scores_codex":[0.9992461,0.000009436283,0.0003756746,0.00003129758,0.0002173356,0.0001202004],"domain_scores_gemma":[0.9993545,0.00002208873,0.0003778665,0.00002889994,0.000186156,0.00003044397],"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":[0.0005352416,0.00008220765,0.002183521,0.0002388463,0.000126345,0.000002975409,0.2079772,0.0002902262,0.00002848054,0.599493,0.002260038,0.1867819],"study_design_scores_gemma":[0.002695843,0.0009293238,0.0002783701,0.00004893146,0.00003384295,0.00005814574,0.386034,0.00306064,0.00003591221,0.002951775,0.6036485,0.0002247057],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610155,0.0001185817,0.02844505,0.001374159,0.0006553215,0.0005774846,0.00002677006,0.00009540109,0.007691759],"genre_scores_gemma":[0.9997329,0.00002292994,0.0000627203,0.00002973123,0.00008866849,0.00002133036,0.0000162622,0.000002800778,0.00002263283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6013885,"threshold_uncertainty_score":0.5020666,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399220062","doi":"10.1108/jsit-11-2023-0259","title":"Enterprise social media to foster digital maturity: a value-creation perspective","year":2024,"lang":"en","type":"article","venue":"Journal of Systems and Information Technology","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke; Université TÉLUQ","funders":"","keywords":"Maturity (psychological); Capability Maturity Model; Sociotechnical system; Knowledge management; Digital transformation; Context (archaeology); Computer science; Business value; Social media; Value (mathematics); Perspective (graphical); Process management; Business; World Wide Web; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.01028281253081284,"gpt":0.2762801999624595,"spread":0.2659973874316466,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004077709,0.00005148171,0.0001207975,0.0006940254,0.0001425097,0.000560639,0.0001057444,0.00009891378,0.000009402704],"category_scores_gemma":[0.0002163635,0.00004277025,0.00003798997,0.0003378412,0.0000590675,0.002482974,0.00005151058,0.0001238452,0.00004368552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001444407,"about_ca_system_score_gemma":0.0000445326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000128303,"about_ca_topic_score_gemma":0.000008480298,"domain_scores_codex":[0.9993411,0.00001555603,0.0002953951,0.00004303833,0.0001997495,0.0001052067],"domain_scores_gemma":[0.999555,0.00003327907,0.0001220961,0.00003107465,0.0002196881,0.00003887512],"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":[0.00001891262,0.000009737001,0.000375669,0.00007330497,0.00005552935,0.000005461935,0.1382009,0.000002560369,0.00001232994,0.7705113,0.008477932,0.08225641],"study_design_scores_gemma":[0.0002400136,0.00008843044,0.0003542008,0.0002485498,0.00002809268,0.00002745812,0.1907343,0.0004390244,0.00001525193,0.01056591,0.7971439,0.0001147717],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4331857,0.006774842,0.02933203,0.06082335,0.007774747,0.001223616,0.00003781886,0.0006035811,0.4602443],"genre_scores_gemma":[0.9992821,0.00007225359,0.00005323533,0.00004485704,0.0003244311,0.000003759781,9.672307e-7,0.000002616844,0.0002157885],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.788666,"threshold_uncertainty_score":0.5406255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3196010363","doi":"10.1108/jsit-08-2020-0158","title":"Explaining social networking sites’ use continuance from employees’ perspectives","year":2021,"lang":"en","type":"article","venue":"Journal of Systems and Information Technology","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Athabasca University","funders":"","keywords":"Continuance; Normative; Originality; Psychology; Knowledge management; Structural equation modeling; Value (mathematics); Social psychology; Public relations; Computer science; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.07470969548769404,"gpt":0.3371698686443381,"spread":0.262460173156644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008458433,0.0001086604,0.0004028594,0.0007464188,0.0002331837,0.0004349203,0.0003131587,0.0003264191,0.00004025678],"category_scores_gemma":[0.001166954,0.00008650963,0.00008120442,0.0007865857,0.000147799,0.003032269,0.0001276602,0.0004210468,0.00002186231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004555287,"about_ca_system_score_gemma":0.00006891651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008376944,"about_ca_topic_score_gemma":0.000005626821,"domain_scores_codex":[0.9980305,0.00008237612,0.00113683,0.000125702,0.0004583772,0.000166206],"domain_scores_gemma":[0.9969123,0.0002187573,0.001293966,0.0002050826,0.001323772,0.00004613802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001064059,0.0001188439,0.6662422,0.00001346305,0.0001837795,0.0001294602,0.01698145,0.0001020257,0.002256685,0.1820281,0.02321208,0.1086255],"study_design_scores_gemma":[0.00247532,0.0003121201,0.2126862,0.0002223616,0.00006115565,0.001365427,0.3317873,0.001361439,0.0007194445,0.009702728,0.4388549,0.0004516357],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829238,0.001553675,0.01220315,0.002280149,0.0006790827,0.00005759253,0.00001208587,0.00007342828,0.0002169983],"genre_scores_gemma":[0.9979163,0.0002178719,0.001482557,0.0001075989,0.0001567231,0.000002540116,0.00000263132,0.000004432455,0.0001093074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.453556,"threshold_uncertainty_score":0.4193946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2049210745","doi":"10.1108/13287260180000759","title":"The emergence of a theoretical framework for gss facilitation: The dualities of e‐facilitation","year":2001,"lang":"en","type":"article","venue":"Journal of Systems and Information Technology","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":5,"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":"","keywords":"Facilitation; Facilitator; Context (archaeology); Face (sociological concept); Knowledge management; Computer science; Psychology; Sociology; Social psychology; Neuroscience","retraction":null,"screen_n_in":null,"score":{"opus":0.01362394570093737,"gpt":0.3005017834169821,"spread":0.2868778377160447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010345,0.00006150809,0.0001739807,0.0001507858,0.0001134543,0.00001680223,0.0001837053,0.0001423683,0.0000276167],"category_scores_gemma":[0.0003305908,0.00003323027,0.00005380846,0.0002061397,0.0003909699,0.0003087998,0.00001597991,0.0001541475,0.000002314354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007709575,"about_ca_system_score_gemma":0.00002451704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001078518,"about_ca_topic_score_gemma":0.000001385568,"domain_scores_codex":[0.9988037,0.00004306442,0.0008673197,0.0000339518,0.0001455409,0.0001064187],"domain_scores_gemma":[0.9980975,0.0004186989,0.0008125957,0.0001610904,0.0004943522,0.00001571151],"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":[0.0001090291,0.000009169776,0.0009432411,0.0000689805,0.00004134636,8.880399e-8,0.005665359,0.00005963939,0.00002149715,0.9767241,0.0003771817,0.01598032],"study_design_scores_gemma":[0.001796073,0.003102547,0.01134684,0.0004310957,0.00008566517,0.0006152492,0.387922,0.01062383,0.0002587432,0.375394,0.2081585,0.0002654087],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7860631,0.002610831,0.2027786,0.005099203,0.00133558,0.0004323385,0.00005924625,0.00001373002,0.001607373],"genre_scores_gemma":[0.9987347,0.0005440576,0.0005697409,0.00002686262,0.00003517312,0.00002266384,0.000001664178,0.000002158698,0.00006302381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6013302,"threshold_uncertainty_score":0.1440545,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283766374","doi":"10.1108/jsit-01-2020-0006","title":"Opening the black boxes: financial algorithms and multi-paradigmatic research in information technology","year":2022,"lang":"en","type":"article","venue":"Journal of Systems and Information Technology","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Disconnection; Computer science; Financial market; Crash; Originality; Finance; Scope (computer science); Data science; Financial services; Financial modeling; Information system; Algorithm; Economics; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.04078633208346352,"gpt":0.2602657492904702,"spread":0.2194794172070067,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002452148,0.00009377706,0.0003255375,0.002355757,0.0003493529,0.0001689802,0.0002884405,0.000145134,0.00001579369],"category_scores_gemma":[0.0002765768,0.00007895003,0.00002580484,0.001023451,0.0002530553,0.002504576,0.0002028809,0.0006578546,0.00001520092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001063931,"about_ca_system_score_gemma":0.00006886131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008276645,"about_ca_topic_score_gemma":0.000002375567,"domain_scores_codex":[0.9983515,0.00003450961,0.0012206,0.00007307051,0.00009589912,0.0002244692],"domain_scores_gemma":[0.9987811,0.00004336535,0.000901279,0.0001431634,0.0001047615,0.00002631634],"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":[0.00002380491,0.00002314368,0.007913494,0.0001090878,0.00001348577,0.000003389019,0.00171717,0.0004078782,0.000003082491,0.9791363,0.0009575997,0.009691535],"study_design_scores_gemma":[0.004033088,0.0017392,0.03176695,0.0002582751,0.000009436193,0.001192058,0.06329738,0.08106977,0.00002572704,0.1688999,0.6472265,0.0004817139],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611249,0.00976736,0.00569513,0.01110413,0.001073905,0.001140307,0.00006973015,0.00004711296,0.009977408],"genre_scores_gemma":[0.9982186,0.0008662099,0.000671594,0.0001172011,0.00002827618,0.00005975317,0.000003087006,0.000004057,0.00003120185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8102365,"threshold_uncertainty_score":0.3219489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403198275","doi":"10.1108/jsit-12-2023-0329","title":"Role of online health communities in patient compliance: a social support perspective","year":2024,"lang":"en","type":"article","venue":"Journal of Systems and Information Technology","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Canada West","funders":"","keywords":"Perspective (graphical); Compliance (psychology); Internet privacy; Public relations; Business; Knowledge management; Psychology; Computer science; Social psychology; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.0337800465198899,"gpt":0.3784978041225994,"spread":0.3447177576027095,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002809462,0.00005810143,0.0002409752,0.0007712793,0.0000388416,0.00002427864,0.0000898722,0.0000849592,0.00002693073],"category_scores_gemma":[0.00001067066,0.00005053287,0.00004375851,0.0002494922,0.00009560766,0.000597847,0.00003329308,0.0002664452,0.00001113188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001902936,"about_ca_system_score_gemma":0.00008430111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004355983,"about_ca_topic_score_gemma":0.00004534805,"domain_scores_codex":[0.9987131,0.00004265102,0.0009916866,0.00002983186,0.0001022036,0.0001205498],"domain_scores_gemma":[0.9991928,0.00002347626,0.0005199577,0.00006360997,0.0001724235,0.00002767507],"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":[0.00006937456,0.0002955831,0.0005624959,0.00076561,0.00008397217,0.000005970773,0.05144227,0.000005807966,0.000006893354,0.7322787,0.002863097,0.2116202],"study_design_scores_gemma":[0.0008758876,0.004361981,0.005647576,0.002035557,0.000009301309,0.001353956,0.9020607,0.0004119503,0.00002810128,0.009670175,0.07343245,0.0001123862],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675573,0.01082472,0.0003162188,0.008691663,0.001569042,0.0004447876,0.0003155801,0.00005703251,0.01022363],"genre_scores_gemma":[0.9997191,0.00005277276,0.00006723389,0.00008833175,0.00002157821,0.000007383539,0.000009628719,0.000003539679,0.00003041457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8506184,"threshold_uncertainty_score":0.2060671,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405722819","doi":"10.1108/jsit-02-2024-0046","title":"The impact of user-centric measures on the financial performance in the context of big data marketing analytics (BDMA) applications: the influence of a decision-making role","year":2024,"lang":"en","type":"article","venue":"Journal of Systems and Information Technology","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval; University of British Columbia, Okanagan Campus; University of British Columbia; Thompson Rivers University","funders":"","keywords":"Context (archaeology); Structural equation modeling; Marketing; Big data; Sample (material); Software deployment; Analytics; Value (mathematics); Financial services; Originality; Business; Knowledge management; Computer science; Psychology; Data science; Finance","retraction":null,"screen_n_in":null,"score":{"opus":0.01933108328880965,"gpt":0.2939439456591186,"spread":0.274612862370309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007548427,0.00005808576,0.0001662123,0.0002172443,0.0002550039,0.0001160363,0.000785658,0.00008328212,5.254246e-7],"category_scores_gemma":[0.006535746,0.00002396879,0.00005061572,0.0009617846,0.0003726508,0.000532595,0.0000658139,0.0002486204,5.077525e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004414198,"about_ca_system_score_gemma":0.0002707632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001069482,"about_ca_topic_score_gemma":0.00005236997,"domain_scores_codex":[0.9984967,0.0001823224,0.0007303701,0.00004203525,0.0004333859,0.0001152428],"domain_scores_gemma":[0.9958622,0.002762162,0.0008042385,0.0002282481,0.0003308201,0.00001227508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001173549,0.00002783635,0.01160729,0.0001070882,0.0000579375,5.113235e-7,0.01125469,0.0008019959,0.00001440419,0.05588456,0.0004977263,0.9196286],"study_design_scores_gemma":[0.0008272895,0.0008338484,0.2480181,0.007684659,0.0001341736,0.00009797192,0.4881573,0.01967808,0.00004444772,0.01077891,0.2234147,0.0003304717],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946967,0.001968319,0.0002212393,0.0008757752,0.0001338965,0.0003149588,0.0000136506,0.000006013289,0.001769443],"genre_scores_gemma":[0.9979078,0.001987509,0.000009212833,0.00001921729,0.00006370772,0.00000789925,3.134222e-7,0.000001816683,0.000002478013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9192981,"threshold_uncertainty_score":0.782437,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2027131004","doi":"10.1108/13287261011095806","title":"The impact of IT on the growth and development of insular firms","year":2010,"lang":"en","type":"article","venue":"Journal of Systems and Information Technology","topic":"ICT Impact and Policies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke; Université de Moncton","funders":"","keywords":"Diversification (marketing strategy); Business; Transaction cost; Industrial organization; Order (exchange); European union; Information and Communications Technology; Marketing; Database transaction; Investment (military); Commerce; International trade; Finance; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.005889267007171683,"gpt":0.2149220326984349,"spread":0.2090327656912632,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002471242,0.00004600424,0.0001075869,0.0001574136,0.00004801086,0.000018095,0.00007988679,0.00007029335,0.000001452341],"category_scores_gemma":[0.00006183224,0.00002058919,0.00001706273,0.00007774423,0.00005501647,0.0002198967,0.00001152223,0.0001524235,6.582586e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007842876,"about_ca_system_score_gemma":0.00002329996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001052831,"about_ca_topic_score_gemma":9.300559e-7,"domain_scores_codex":[0.9994971,0.000003827378,0.0003643287,0.000005821628,0.00006797058,0.00006099786],"domain_scores_gemma":[0.9995939,0.00004207151,0.0002175777,0.00005768776,0.00007376602,0.00001498796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002347361,0.00009852622,0.03988964,0.002058177,0.00189764,0.000001506354,0.1304014,0.004556921,0.1821494,0.4057708,0.0180709,0.2148704],"study_design_scores_gemma":[0.004034044,0.003547117,0.2310066,0.001370241,0.00007701676,0.002134171,0.0863661,0.01417009,0.4110406,0.002964661,0.242456,0.0008333363],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985265,0.0001831078,0.0001875452,0.0002698232,0.0001162659,0.00005205085,0.000001997164,0.000006890535,0.0006558468],"genre_scores_gemma":[0.9997258,0.0002157775,0.00003329598,0.000006340709,0.00001333343,0.000001007676,1.641276e-7,0.000001838855,0.000002470049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4028062,"threshold_uncertainty_score":0.08396029,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400892659","doi":"10.1108/jsit-08-2023-0156","title":"An empirical investigation of student online learning continuance intention in the post-COVID-19 pandemic era","year":2024,"lang":"en","type":"article","venue":"Journal of Systems and Information Technology","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Athabasca University","funders":"","keywords":"Continuance; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Empirical research; Online learning; Psychology; Computer science; Social psychology; World Wide Web; Virology; Medicine; Epistemology","retraction":null,"screen_n_in":null,"score":{"opus":0.03673394817724721,"gpt":0.3635579233014747,"spread":0.3268239751242275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001355448,0.00005157403,0.0001205227,0.000747717,0.00005258584,0.0001593939,0.0003100399,0.00007960828,0.000002867289],"category_scores_gemma":[0.0002372079,0.00003491329,0.00003740417,0.0005129463,0.00005317269,0.001711358,0.00002713818,0.0004216475,0.000002399761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006157472,"about_ca_system_score_gemma":0.0001198272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002927369,"about_ca_topic_score_gemma":0.000008359085,"domain_scores_codex":[0.998889,0.0001510905,0.0006672342,0.00005551044,0.0001701459,0.0000670115],"domain_scores_gemma":[0.9991139,0.00007991045,0.0004255596,0.0001041097,0.000240066,0.00003643298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001021191,0.00009859058,0.8404454,0.0003643586,0.00003981723,0.000005129241,0.04429561,0.002019096,0.0008970979,0.07949847,0.000689305,0.03163691],"study_design_scores_gemma":[0.0008249812,0.001800967,0.7733852,0.0009429996,0.00002261533,0.00168852,0.07473535,0.08640791,0.00004423188,0.002071372,0.05790183,0.0001740305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9035686,0.0005791938,0.08751041,0.007826701,0.0003489792,0.0000938072,8.472247e-7,0.00004717035,0.00002433934],"genre_scores_gemma":[0.9987344,0.00009045237,0.0007851531,0.0003365623,0.00002525316,0.000004872424,0.000004783614,0.000001498383,0.00001698812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09516589,"threshold_uncertainty_score":0.1831872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404164096","doi":"10.1108/jsit-07-2021-0138","title":"Understanding use continuance of social networking sites in organizations from employees’ perspectives: multicontextual contrasts between Canada and Cote d’Ivoire","year":2024,"lang":"en","type":"article","venue":"Journal of Systems and Information Technology","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Athabasca University","funders":"","keywords":"Continuance; Cote d ivoire; Business; Public relations; Marketing; Sociology; Knowledge management; Political science; Psychology; Social psychology; Humanities; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.0811372328603279,"gpt":0.3138919648616215,"spread":0.2327547320012936,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005523036,0.00009248218,0.0003744545,0.0008805938,0.0001097604,0.0002004772,0.0001744574,0.0002129841,0.000007937277],"category_scores_gemma":[0.0007021907,0.00007371741,0.00002273643,0.000909114,0.0001880298,0.001469681,0.00005780942,0.0003149613,8.159944e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001660423,"about_ca_system_score_gemma":0.0001810822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00603839,"about_ca_topic_score_gemma":0.01559518,"domain_scores_codex":[0.9984064,0.00005008911,0.001018116,0.00009793571,0.0003055543,0.0001218997],"domain_scores_gemma":[0.9983761,0.000452178,0.0005955474,0.0000880743,0.0004522581,0.00003587588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002052288,0.00001524621,0.9155312,0.00002368154,0.00008580417,0.00001600519,0.009246165,0.00005526087,0.0002903934,0.06792814,0.001787751,0.00499988],"study_design_scores_gemma":[0.002213153,0.0002653665,0.6493073,0.0007128976,0.00009098015,0.0001887442,0.316402,0.00649682,0.0001717133,0.005780183,0.01799959,0.0003712822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833075,0.0008877485,0.0141296,0.001209996,0.0002522561,0.000102691,0.00005931077,0.00003084925,0.00002005433],"genre_scores_gemma":[0.9996499,0.00009702426,0.0001638936,0.0000180362,0.00004594892,0.00000107149,0.00000292432,0.000004481093,0.00001669237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3071558,"threshold_uncertainty_score":0.9128279,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}