{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":43,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":43,"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":"17936e4a45c7","filters":{"venue":"Journal of Information Technology"}},"results":[{"id":"W1972095079","doi":"10.1057/palgrave.jit.2000109","title":"IT Alignment: What Have We Learned?","year":2007,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":1046,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; Queen's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"SPARK (programming language); Value (mathematics); Engineering ethics; Conversation; Computer science; Sociology; Engineering","authors":[{"name":"Yolande E. Chan","is_ca":true},{"name":"Blaize Horner Reich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01125175279196928,"gpt":0.2352774014529841,"spread":0.2240256486610148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008774819,0.0001372108,0.0002223137,0.001796705,0.0001287416,0.0002878196,0.0004557664,0.0003198732,0.0002271618],"category_scores_gemma":[0.0001982457,0.0001175151,0.0000904487,0.0006386046,0.0001086033,0.01472594,0.00009508146,0.0004211004,0.0006335371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007697762,"about_ca_system_score_gemma":0.00003753116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000563204,"about_ca_topic_score_gemma":0.00001083002,"domain_scores_codex":[0.9982429,0.000001864124,0.001072687,0.00005154853,0.0003388572,0.0002921177],"domain_scores_gemma":[0.9974887,0.00001913881,0.001793265,0.0001833274,0.0005038357,0.00001167411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009356232,0.00003782925,0.001374585,0.0000846097,0.0000498521,0.00002069007,0.0003513562,0.00008392284,0.0001138651,0.364325,0.02657013,0.6068946],"study_design_scores_gemma":[0.0009561968,0.00006651053,0.0005539329,0.00009601532,0.00002261325,0.0001665876,0.01914038,0.0003034169,0.00365311,0.04155274,0.9333076,0.0001809149],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1748728,0.001562271,0.275687,0.1922546,0.004963233,0.0008351189,0.000004246942,0.001062987,0.3487577],"genre_scores_gemma":[0.98619,0.001032801,0.002270222,0.009885651,0.0003963131,0.000003683564,0.000009017463,0.00001113901,0.0002011487],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9067374,"threshold_uncertainty_score":0.9990546,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2058723179","doi":"10.1080/0268396032000130214","title":"The Information Technology Outsourcing Risk: A Transaction Cost and Agency Theory-Based Perspective","year":2003,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":318,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal; Concordia University","funders":"","keywords":"Outsourcing; Conceptualization; Transaction cost; Knowledge process outsourcing; Context (archaeology); Risk analysis (engineering); Risk management; Offshore outsourcing; Agency (philosophy); Information system; Principal–agent problem; Business; Computer science; Perspective (graphical); Knowledge management; Process management; Marketing; Finance; Engineering; Corporate governance","authors":[{"name":"Bouchaïb Bahli","is_ca":true},{"name":"Suzanne Rivard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004223242538813878,"gpt":0.1996725295200938,"spread":0.1954492869812799,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001754946,0.000152877,0.0001932357,0.001961261,0.0005514195,0.000310268,0.0002611722,0.0001846468,0.00002760909],"category_scores_gemma":[0.001384659,0.0001097068,0.00007579289,0.0009770109,0.00016554,0.002875544,0.0000342057,0.0004932501,0.00005790741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001209701,"about_ca_system_score_gemma":0.00004740258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001859568,"about_ca_topic_score_gemma":0.000008316851,"domain_scores_codex":[0.9987273,0.00002927537,0.0006852545,0.00006559325,0.0002454934,0.0002471155],"domain_scores_gemma":[0.9978307,0.00008192949,0.001266814,0.0001931259,0.0006145767,0.00001286822],"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":[0.0001255128,0.00003063097,0.00534066,0.00007315935,0.00009058233,0.000002336391,0.000996314,0.004406663,0.0000219562,0.7762111,0.0006427273,0.2120583],"study_design_scores_gemma":[0.003156572,0.0001674118,0.001965784,0.0001109043,0.0002204852,0.00009804073,0.05362092,0.01862383,0.0006325602,0.3583706,0.5626342,0.0003987615],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03141844,0.0001902778,0.9453102,0.01321281,0.0005130803,0.0004605165,0.000002271464,0.0002037953,0.008688583],"genre_scores_gemma":[0.9969352,0.00009086176,0.002244701,0.0006167452,0.00005749008,0.00001859769,0.000002489905,0.000007482996,0.00002637972],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9655168,"threshold_uncertainty_score":0.4473714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969306629","doi":"10.1057/jit.2009.13","title":"Positioning the Institutional Perspective in Information Systems Research","year":2009,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":301,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal; University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada; HEC Montréal; Royal Society","keywords":"Perspective (graphical); Strategic information system; Soft systems methodology; Institutional theory; Information system; Conceptual framework; Knowledge management; Management science; Management information systems; Computer science; Information technology; Systems theory; Sociology; Political science; Engineering; Social science","authors":[{"name":"Muriel Mignerat","is_ca":true},{"name":"Suzanne Rivard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01829304061280532,"gpt":0.2830160053077382,"spread":0.2647229646949329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001763839,0.00006476024,0.0001037426,0.003338376,0.0002567998,0.0003567725,0.0002926941,0.00008233085,0.00001154765],"category_scores_gemma":[0.0005121902,0.0000465443,0.00002878026,0.002184428,0.00007588825,0.005631899,0.00005916501,0.0004454967,0.0002416162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000264946,"about_ca_system_score_gemma":0.00006251068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002395525,"about_ca_topic_score_gemma":0.000003464559,"domain_scores_codex":[0.9987638,0.00001221612,0.0006489579,0.00003147324,0.0003878849,0.0001556418],"domain_scores_gemma":[0.9972263,0.00001788909,0.0005175244,0.00009919091,0.002134896,0.000004187636],"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":[0.00002401944,0.0000185385,0.000173166,0.00001659291,0.000006097569,0.000001788157,0.0002410227,0.0004952607,0.000009717354,0.9885707,0.001621719,0.008821365],"study_design_scores_gemma":[0.00249905,0.0001775096,0.01253062,0.0003445524,0.00002020673,0.000184652,0.08521787,0.01708656,0.00008976153,0.3247452,0.5568221,0.0002818882],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02651767,0.0001532389,0.01703641,0.04066671,0.001064015,0.0006051961,0.000001095295,0.0001015274,0.9138541],"genre_scores_gemma":[0.997906,0.000008915724,0.0003099968,0.001524971,0.0002175433,0.000006425419,0.000006479578,0.000001343653,0.00001833289],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9713883,"threshold_uncertainty_score":0.4082991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3207456925","doi":"10.1177/02683962211048201","title":"Artificial intelligence and the conduct of literature reviews","year":2021,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":275,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Context (archaeology); Field (mathematics); Constructive; Computer science; Data science; Process (computing); Management science; Information science; Knowledge management; Engineering ethics; Engineering; Library science","authors":[{"name":"Gerit Wagner","is_ca":true},{"name":"Roman Lukyanenko","is_ca":true},{"name":"Guy Paré","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0656278220483142,"gpt":0.2973585614480185,"spread":0.2317307393997043,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006346132,0.00006607055,0.0002236984,0.0003358701,0.00005154205,0.0001299959,0.0002402306,0.00008712695,0.00008793444],"category_scores_gemma":[0.001323503,0.00003795649,0.0000521361,0.000916536,0.0001934947,0.002007887,0.0001161411,0.0002222508,0.0000297788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004977421,"about_ca_system_score_gemma":0.00002459255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002905042,"about_ca_topic_score_gemma":0.000002514094,"domain_scores_codex":[0.9990472,0.000008525411,0.0007182813,0.00003698091,0.0001174683,0.00007153776],"domain_scores_gemma":[0.9981493,0.00003260831,0.000908355,0.0001448678,0.000761285,0.000003606543],"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":[0.00005693038,0.00001242778,0.0001860012,0.0002014524,0.00001356492,0.00000254221,0.0001470369,0.00000802364,0.0002357875,0.5879151,0.002446146,0.4087749],"study_design_scores_gemma":[0.000331646,0.00002380594,0.0002594173,0.0007609365,0.00009389302,0.0005514787,0.002725501,0.001237881,0.02520082,0.3702509,0.5983832,0.0001805781],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2096632,0.05883254,0.5895838,0.1187726,0.00766782,0.001266212,0.00002775861,0.0001575626,0.01402848],"genre_scores_gemma":[0.9881078,0.005234014,0.003979662,0.002189815,0.0004101533,0.000004495704,0.0000176032,0.000005219661,0.00005123865],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7784446,"threshold_uncertainty_score":0.1584452,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1171508543","doi":"10.1057/jit.2015.13","title":"Identifying Generative Mechanisms through Affordances: A Framework for Critical Realist Data Analysis","year":2015,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":244,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Affordance; Critical realism (philosophy of perception); Identification (biology); Construct (python library); Computer science; Generative grammar; Data science; Mechanism (biology); Strategic information system; Soft systems methodology; Management science; Information system; Epistemology; Outcome (game theory); Knowledge management; Realism; Management information systems; Artificial intelligence; Engineering; Human–computer interaction","authors":[{"name":"Bendik Bygstad","is_ca":false},{"name":"Bjørn Erik Munkvold","is_ca":false},{"name":"Olga Volkoff","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07385050098004968,"gpt":0.3258803165343962,"spread":0.2520298155543465,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006354436,0.0001053036,0.0002677508,0.0008111828,0.0001854933,0.000266219,0.0005883711,0.00009938237,0.0000498304],"category_scores_gemma":[0.002508099,0.00008727147,0.00006646365,0.001531721,0.00006744929,0.00480745,0.0003702508,0.0001298368,0.0000305664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004041126,"about_ca_system_score_gemma":0.00002675016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001597404,"about_ca_topic_score_gemma":0.00002756885,"domain_scores_codex":[0.9988533,0.000004556815,0.0005838308,0.00009199527,0.0003103286,0.0001559599],"domain_scores_gemma":[0.9982311,0.00006220728,0.0007011243,0.0002361215,0.0007593291,0.00001008501],"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":[0.00002334668,0.00001683947,0.0004706918,0.0000553364,0.0002521621,0.000001327494,0.0001172437,0.0001431488,0.000003380545,0.987305,0.01067216,0.000939395],"study_design_scores_gemma":[0.0002949784,0.00002335093,0.0001017008,0.00002551549,0.0004073216,0.000003020529,0.003343894,0.003849725,0.00006910844,0.9681976,0.02358682,0.00009695031],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00004781667,0.0001621213,0.9900619,0.007635522,0.0004383534,0.0001218623,0.000012542,0.00005763114,0.001462215],"genre_scores_gemma":[0.01869172,0.00004045,0.9787663,0.001945095,0.0004097881,0.000007383057,0.0001148257,0.000006763786,0.00001763983],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01910735,"threshold_uncertainty_score":0.3558827,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2041985223","doi":"10.1057/jit.2008.21","title":"Top Management Support of Enterprise Systems Implementations","year":2009,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":211,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University; Toronto Metropolitan University","funders":"","keywords":"Implementation; Knowledge management; Process (computing); Process management; Information system; Computer science; Enterprise resource planning; Enterprise system; Soft systems methodology; Management information systems; Key (lock); Resource (disambiguation); Business; Engineering","authors":[{"name":"Linying Dong","is_ca":true},{"name":"Derrick J. Neufeld","is_ca":true},{"name":"Christopher D. Higgins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005183228663838563,"gpt":0.22683916257752,"spread":0.2216559339136814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003282651,0.0001044444,0.0002287972,0.001698575,0.00006881852,0.00007742322,0.0003842309,0.0001242447,0.0000938377],"category_scores_gemma":[0.00004704014,0.00009141713,0.00007823038,0.0007048308,0.00004795865,0.003786817,0.00005015346,0.0001681951,0.0001086242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004455697,"about_ca_system_score_gemma":0.00002912781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007164313,"about_ca_topic_score_gemma":6.699074e-7,"domain_scores_codex":[0.9983423,0.000002304424,0.001171644,0.00004068133,0.0002701323,0.0001729664],"domain_scores_gemma":[0.9973649,0.000005867216,0.001954257,0.0001744169,0.0004932105,0.000007384906],"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":[0.00004254182,0.00005121934,0.00201783,0.000126227,0.00005415656,0.000007513574,0.00009698905,0.0002236789,0.00009335903,0.9052579,0.02479002,0.06723859],"study_design_scores_gemma":[0.004897425,0.0006874441,0.01519398,0.0002313829,0.0002182654,0.0003631079,0.01773757,0.001684164,0.003964787,0.08164836,0.8728288,0.0005446644],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4474154,0.0002548122,0.2526303,0.01990554,0.00269477,0.001476531,0.00003447087,0.0006654902,0.2749227],"genre_scores_gemma":[0.9967396,0.00007198413,0.001853605,0.001176402,0.00007244186,0.000005331066,0.00001535541,0.00000312079,0.000062158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8480389,"threshold_uncertainty_score":0.3727882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1989708071","doi":"10.1057/palgrave.jit.2000111","title":"IT Alignment: An Annotated Bibliography","year":2007,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":141,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; Queen's University","funders":"","keywords":"Computer science; Bibliography; Soft systems methodology; Annotated bibliography; Library science; Strategic alignment; Data science; Information retrieval; Engineering ethics; Information system; Knowledge management; Management information systems; Political science; Engineering; Management; Strategic planning","authors":[{"name":"Yolande E. Chan","is_ca":true},{"name":"Blaize Horner Reich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007458469005721065,"gpt":0.2281814783414413,"spread":0.2207230093357203,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0009085917,0.0001278458,0.0001958465,0.01460789,0.0001266209,0.0001517859,0.0004691143,0.0002706418,0.0001410763],"category_scores_gemma":[0.00009466484,0.000109739,0.00008308599,0.006569491,0.0001075106,0.01035496,0.00005542532,0.0003223859,0.0002307266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002302947,"about_ca_system_score_gemma":0.00002344394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001315363,"about_ca_topic_score_gemma":0.00001011253,"domain_scores_codex":[0.9983302,0.000002089639,0.001036866,0.00004952192,0.0003096683,0.000271677],"domain_scores_gemma":[0.9974376,0.00001082252,0.001639995,0.0001870916,0.0007101469,0.00001435299],"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":[0.0002872524,0.0001710259,0.02364154,0.0001218744,0.0001302629,0.00004538086,0.0003345914,0.0001656452,0.0007786096,0.6133108,0.1194867,0.2415263],"study_design_scores_gemma":[0.001979604,0.0002518523,0.01591861,0.00005010529,0.00004655747,0.0002583945,0.007223069,0.0007093936,0.00577146,0.04875325,0.9186695,0.0003681605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6376913,0.0001330743,0.163291,0.012394,0.001538344,0.0004134869,0.000006719229,0.0008291012,0.183703],"genre_scores_gemma":[0.9916378,0.0001201354,0.002731672,0.005274306,0.0001988995,0.000002213404,0.00001578632,0.000006968914,0.00001221702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7991828,"threshold_uncertainty_score":0.9965607,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2003814817","doi":"10.1080/0268396032000122132","title":"Strategic Alignment and Enterprise Systems Implementation: The Case of Metalco","year":2003,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":118,"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":"Strategic alignment; Strategic information system; Software deployment; Enterprise resource planning; Strategic planning; Knowledge management; Enterprise system; Computer science; Process management; Soft systems methodology; Enterprise information system; Information system; Enterprise planning system; Enterprise software; Strategic financial management; Strategic management; Strategic fit; Construct (python library); Business; Management information systems; Engineering; Marketing","authors":[{"name":"Gerald Grant","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01030223443534819,"gpt":0.2359057001832117,"spread":0.2256034657478635,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005818661,0.00009249974,0.0001814777,0.0005621741,0.0001108175,0.0001029033,0.0001667122,0.00009947034,0.00005081481],"category_scores_gemma":[0.00004993643,0.00006169135,0.00004530231,0.0003434547,0.0001030094,0.002203939,0.00003678824,0.0001593093,0.000015814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002517831,"about_ca_system_score_gemma":0.00003867407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000461835,"about_ca_topic_score_gemma":0.000009669152,"domain_scores_codex":[0.9988534,0.000007930546,0.0008425085,0.00003458517,0.0001371031,0.0001245018],"domain_scores_gemma":[0.9978867,0.00001598237,0.001659083,0.0001360233,0.0002962015,0.000006033056],"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":[0.000009960011,0.00001154676,0.0007659539,0.0000701886,0.00005074474,0.00002202627,0.0001143555,0.00006785011,0.00006630816,0.9896012,0.0008274923,0.008392359],"study_design_scores_gemma":[0.00711958,0.0005908494,0.0009385757,0.0002024806,0.0003870726,0.02186501,0.4447026,0.00401484,0.01386763,0.2373848,0.2681913,0.0007353001],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811582,0.000407087,0.004922415,0.00121602,0.0003989635,0.0002715753,0.00000452963,0.00004247952,0.01157871],"genre_scores_gemma":[0.999317,0.00008373043,0.0003040693,0.0002439238,0.000030701,0.000007593339,0.000002088828,0.000002850301,0.000008023084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7522164,"threshold_uncertainty_score":0.25157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2020568965","doi":"10.1057/palgrave.jit.2000020","title":"Performance Outcomes of Strategic and IT Competencies Alignment <sup>1</sup>","year":2004,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":114,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières; Concordia University","funders":"","keywords":"Strategic alignment; Strategic information system; Knowledge management; Structural equation modeling; Information technology; Flexibility (engineering); Soft systems methodology; Strategic management; Business; Information system; Process management; Strategic financial management; Strategic planning; Management information systems; Computer science; Management; Engineering; Marketing; Economics","authors":[{"name":"Anne‐Marie Croteau","is_ca":true},{"name":"Louis Raymond","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01327170575881835,"gpt":0.2095684297299498,"spread":0.1962967239711314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002876825,0.0001325545,0.0003025527,0.0009686471,0.00009594722,0.00006222844,0.0002977699,0.0001781584,0.00003241311],"category_scores_gemma":[0.00007272306,0.0001040403,0.0000582833,0.0004400188,0.0001837781,0.003936943,0.00008297959,0.0002318639,0.00005422256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004620109,"about_ca_system_score_gemma":0.00006411582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001845343,"about_ca_topic_score_gemma":0.000002818543,"domain_scores_codex":[0.9985858,0.00000171617,0.0009267904,0.00004501595,0.0002651664,0.0001754827],"domain_scores_gemma":[0.9980519,0.00001048363,0.001401893,0.000139306,0.0003877831,0.000008586645],"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":[0.00007221427,0.00008626788,0.05368374,0.0004095152,0.0001360328,0.000005979124,0.0006460668,0.008378734,0.0002213836,0.9138088,0.0006969724,0.0218543],"study_design_scores_gemma":[0.02447193,0.002426573,0.1491226,0.001460455,0.0005164759,0.001604502,0.1517442,0.02895772,0.02714113,0.4946938,0.1154733,0.002387366],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856058,0.00004181903,0.001032332,0.003848886,0.00008776246,0.0001032916,0.000002159635,0.00006038693,0.009217532],"genre_scores_gemma":[0.9969984,0.0001252718,0.001942927,0.0008758227,0.00003356909,0.000003329618,0.000003614838,0.000003935312,0.00001307096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.419115,"threshold_uncertainty_score":0.4242639,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2048508021","doi":"10.1057/jit.2008.12","title":"Linking IT Implementation and Acceptance via the Construct of Psychological Ownership of Information Technology","year":2008,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":93,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; HEC Montréal","funders":"Canada Research Chairs","keywords":"Construct (python library); Technology acceptance model; Computer science; Soft systems methodology; Usability; Linkage (software); Information system; Knowledge management; Information technology; Management information systems; Human–computer interaction","authors":[{"name":"Henri Barki","is_ca":true},{"name":"Guy Paré","is_ca":true},{"name":"Claude Sicotte","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0750249246063979,"gpt":0.3942300861705713,"spread":0.3192051615641734,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001649774,0.0001335029,0.0004100179,0.002737079,0.0001654875,0.00003033124,0.001003457,0.0004947747,0.0001270124],"category_scores_gemma":[0.001171871,0.00008252165,0.00009683775,0.001949939,0.001126995,0.00203391,0.0001655498,0.0005846455,0.00002142129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003627086,"about_ca_system_score_gemma":0.00008307076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002349396,"about_ca_topic_score_gemma":0.000003701786,"domain_scores_codex":[0.9966292,0.000063492,0.002360365,0.00008937194,0.0006676777,0.000189826],"domain_scores_gemma":[0.9944201,0.0001940385,0.003697036,0.0004069507,0.001246399,0.00003546124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001129894,0.00004902476,0.3493123,0.00001549104,0.00003434734,0.000003399163,0.001756714,0.00004341095,0.001523577,0.05871975,0.001862642,0.5865663],"study_design_scores_gemma":[0.006988356,0.002974053,0.4819218,0.0001648604,0.0001170612,0.01092111,0.09507957,0.0006608306,0.07396078,0.2815771,0.04503323,0.000601179],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9102115,0.00008549533,0.08001851,0.008943112,0.0002276488,0.0001969163,0.00001067918,0.00005527132,0.000250845],"genre_scores_gemma":[0.9823179,0.0001944368,0.01714842,0.0003119149,0.00001061169,0.000005582403,0.000003064516,0.00000265829,0.000005409044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5859652,"threshold_uncertainty_score":0.4152461,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378672952","doi":"10.1177/02683962231176842","title":"The formal rationality of artificial intelligence-based algorithms and the problem of bias","year":2023,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":89,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of Louisville; Université Laval; University of Missouri","keywords":"Rationality; Bounded rationality; Computer science; Artificial intelligence; Context (archaeology); Ecological rationality; Computational intelligence; Machine learning; Management science; Data science; Epistemology; Economics","authors":[{"name":"Rohit Nishant","is_ca":false},{"name":"Dirk Schneckenberg","is_ca":false},{"name":"M. N. Ravishankar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06249312735027444,"gpt":0.3571576669426139,"spread":0.2946645395923394,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006559168,0.00003940081,0.0001384159,0.0002046353,0.0004452003,0.00005822107,0.0002653855,0.00013775,0.000005127566],"category_scores_gemma":[0.002342178,0.00002169669,0.00006440131,0.0006204966,0.001384949,0.0006544166,0.000036305,0.0002411066,0.000002060299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002250644,"about_ca_system_score_gemma":0.0003834072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001215456,"about_ca_topic_score_gemma":0.0001511198,"domain_scores_codex":[0.9986591,0.0001043887,0.0006947874,0.00001974521,0.000394863,0.0001271377],"domain_scores_gemma":[0.997278,0.0007494417,0.0009400603,0.00006396398,0.0009449497,0.00002354552],"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":[0.0000488392,0.000007231704,0.0001527136,0.00001024017,0.00001614176,1.105903e-7,0.006796928,0.0001188051,0.000009983823,0.8529055,0.00013593,0.1397976],"study_design_scores_gemma":[0.0002757374,0.0001609918,0.0005893441,0.00003265285,0.00001468783,0.000002231383,0.04239181,0.002236601,0.002355715,0.9439936,0.007899988,0.00004667914],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4519715,0.0003252775,0.09731561,0.4380043,0.0007417153,0.001051016,0.00003048278,0.0001043721,0.01045568],"genre_scores_gemma":[0.9968755,0.0004810678,0.002447031,0.0001287383,0.00004850263,0.000002953042,9.18488e-7,0.000001481797,0.00001382632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5449039,"threshold_uncertainty_score":0.5102903,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1884204076","doi":"10.1057/jit.2015.21","title":"Value Appropriation between the Platform Provider and App Developers in Mobile Platform Mediated Networks","year":2015,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":77,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Service provider; Digital ecosystem; Revenue model; Computer science; Business model; Revenue; Generativity; Sharing economy; Business; World Wide Web; Marketing; Knowledge management; Service (business); Finance","authors":[{"name":"Jungsuk Oh","is_ca":false},{"name":"Byungwan Koh","is_ca":true},{"name":"Srinivasan Raghunathan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01486097302502907,"gpt":0.1995437465128823,"spread":0.1846827734878532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008102419,0.0001027963,0.0001975409,0.0006327237,0.00005909731,0.000334699,0.0002266373,0.0001747021,0.000004369182],"category_scores_gemma":[0.000257362,0.00006761787,0.00002691212,0.0004579011,0.0000587105,0.01165728,0.0001155816,0.0002793423,0.00004005977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008767172,"about_ca_system_score_gemma":0.00005751821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002191812,"about_ca_topic_score_gemma":0.00001905792,"domain_scores_codex":[0.9989498,5.570416e-7,0.0006914219,0.00004847665,0.0001348496,0.000174902],"domain_scores_gemma":[0.998925,0.00003407394,0.0007545416,0.00008588057,0.0001843088,0.00001618828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002377012,0.0000566962,0.08542965,0.0001398592,0.0001316927,0.00000560032,0.001214752,0.02393564,0.000004499409,0.1483269,0.004312541,0.7362044],"study_design_scores_gemma":[0.009390133,0.0004226749,0.03464121,0.0002521702,0.0001180097,0.0002080557,0.05787983,0.2032031,0.0001186684,0.3724127,0.3202581,0.001095284],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895864,0.00007490204,0.004787149,0.000600727,0.000219058,0.0002656567,8.117901e-7,0.00004711893,0.004418214],"genre_scores_gemma":[0.9986153,0.00002799013,0.0006182428,0.0005154059,0.0001771801,0.000009976166,0.00002399426,0.000006486512,0.000005380581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7351092,"threshold_uncertainty_score":0.8451244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3020844025","doi":"10.1177/0268396220911938","title":"Theory building is neither an art nor a science. It is a craft","year":2020,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"HEC Montréal","keywords":"Craft; Phenomenon; Ingenuity; Epistemology; Perspective (graphical); Patience; Computer science; Quality (philosophy); Philosophy of science; Process (computing); Sociology; Psychology; Philosophy; Artificial intelligence; Social psychology","authors":[{"name":"Suzanne Rivard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01043027064729958,"gpt":0.2263157242289056,"spread":0.215885453581606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004492218,0.00009283712,0.0001450485,0.0008076301,0.000226677,0.0002482496,0.0004615117,0.00005227217,0.001040191],"category_scores_gemma":[0.0003575238,0.00007461139,0.00003982952,0.001496923,0.0001256574,0.004979695,0.0002261577,0.0001374419,0.0005032368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002440515,"about_ca_system_score_gemma":0.0000297858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001770845,"about_ca_topic_score_gemma":8.568915e-7,"domain_scores_codex":[0.9990256,0.000002295695,0.0004178618,0.00006997171,0.0003320524,0.0001521515],"domain_scores_gemma":[0.9987963,0.000008888817,0.0005714722,0.00008916378,0.0005197462,0.0000144091],"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":[0.00007989339,0.0000466892,0.01767781,0.0001292692,0.00009447394,0.000004796413,0.001467261,0.00006741117,0.0007720481,0.6289335,0.3220201,0.02870673],"study_design_scores_gemma":[0.0005463484,0.00006226148,0.001814165,0.00002642073,0.00004651417,0.000007347832,0.004028998,0.002464331,0.0009202159,0.06119713,0.9287246,0.0001616804],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1163248,0.000182598,0.3442972,0.427647,0.0008354658,0.0005147951,0.000005168474,0.000432099,0.1097609],"genre_scores_gemma":[0.8908175,0.00004451411,0.008534052,0.09964397,0.0006454756,0.000003195977,0.00000308061,0.00001359161,0.000294671],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7744926,"threshold_uncertainty_score":0.999873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1989531622","doi":"10.1057/jit.2009.10","title":"Is Project Alignment – a Process Perspective","year":2009,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":62,"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":"Deliverable; Project management; Project management triangle; Process management; Computer science; Project charter; Project planning; Project team; Project portfolio management; Extreme project management; Process (computing); OPM3; Project stakeholder; Strategic alignment; Knowledge management; Software project management; Work breakdown structure; Project sponsorship; Systems engineering; Strategic planning; Engineering; Business; Software development; Software","authors":[{"name":"Tracy A. Jenkin","is_ca":true},{"name":"Yolande E. Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008418196715653584,"gpt":0.2547604689582708,"spread":0.2463422722426172,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002337138,0.0001209761,0.0002001435,0.001491356,0.0001000685,0.0001150176,0.0003730868,0.0001928395,0.00005661293],"category_scores_gemma":[0.0001691413,0.0000980298,0.00007607414,0.001078918,0.00005719335,0.005758276,0.00002751776,0.0002902742,0.0001712072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009724312,"about_ca_system_score_gemma":0.00009996266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009353185,"about_ca_topic_score_gemma":8.895067e-7,"domain_scores_codex":[0.9988145,0.000001556786,0.0006527823,0.00005187379,0.0002888982,0.0001904144],"domain_scores_gemma":[0.9975114,0.000003958831,0.001376345,0.0001356523,0.0009672072,0.000005426984],"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":[0.00009038945,0.00007247407,0.00079644,0.00005156051,0.00004346393,0.000007641404,0.000966166,0.00004293555,0.00007719858,0.9169718,0.02662417,0.05425575],"study_design_scores_gemma":[0.002933842,0.0005623016,0.003114916,0.0001621924,0.00007953788,0.0004210218,0.04552121,0.001709748,0.008328285,0.6428089,0.2938265,0.000531551],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5327202,0.0003439147,0.03525051,0.1006781,0.0009827936,0.001177769,0.0000101687,0.0009741233,0.3278624],"genre_scores_gemma":[0.9922577,0.00003375664,0.000923993,0.006592596,0.000144978,0.000005221747,0.000002395789,0.000003409643,0.00003596111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4595375,"threshold_uncertainty_score":0.4174611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2074954868","doi":"10.1057/jit.2010.34","title":"Managing Erp System Risk in SMEs: A Multiple Case Study","year":2011,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières; HEC Montréal","funders":"","keywords":"Vendor; Context (archaeology); Soft systems methodology; Risk management; Enterprise resource planning; Process (computing); Process management; Business; Information system; Small and medium-sized enterprises; Order (exchange); Knowledge management; Computer science; Business process; Risk analysis (engineering); Management information systems; Marketing; Work in process; Finance","authors":[{"name":"Placide Poba‐Nzaou","is_ca":true},{"name":"Louis Raymond","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0255098075733844,"gpt":0.2610011911461988,"spread":0.2354913835728144,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000944957,0.0001027036,0.0002187009,0.002299662,0.00008090692,0.00009141648,0.0002029807,0.00006670262,0.00004854376],"category_scores_gemma":[0.000266532,0.00008462116,0.0000425822,0.0008844768,0.00001865051,0.003389069,0.00006954306,0.0002323158,0.0001023728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009013461,"about_ca_system_score_gemma":0.00002229138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001504085,"about_ca_topic_score_gemma":0.0003786955,"domain_scores_codex":[0.9985859,0.00001727968,0.001011666,0.00004967747,0.0001697561,0.0001657595],"domain_scores_gemma":[0.9980496,0.00001914824,0.001493667,0.000145356,0.0002817066,0.00001054953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001119312,0.0002227338,0.9130024,0.0002899546,0.0001139968,0.001210715,0.008622609,0.00009312767,0.00001507833,0.01076006,0.001091691,0.06446569],"study_design_scores_gemma":[0.00753865,0.0003212364,0.05712863,0.0002580178,0.0001227911,0.005657877,0.9061929,0.0128059,0.000104731,0.001693184,0.00781474,0.0003613729],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850894,0.0000170335,0.01026837,0.0001395661,0.0003732776,0.0003615632,0.000001414679,0.00009953322,0.003649849],"genre_scores_gemma":[0.9989198,0.000003484233,0.0008495246,0.0001303208,0.00007582835,0.000009027394,0.00000106702,0.000006516905,0.000004432715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8975703,"threshold_uncertainty_score":0.3450751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3197475588","doi":"10.1177/02683962211037693","title":"The anatomy of ‘fake news’: Studying false messages as digital objects","year":2021,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":61,"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":"Interactivity; Polysemy; Computer science; Focus (optics); Context (archaeology); Fake news; Terminology; World Wide Web; Data science; Internet privacy; Linguistics; Artificial intelligence","authors":[{"name":"Ali Khan","is_ca":true},{"name":"M. Kathryn Brohman","is_ca":true},{"name":"Shamel Addas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01181505087912099,"gpt":0.3133992624660805,"spread":0.3015842115869595,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006694144,0.00006242163,0.0001580494,0.0003325908,0.0003153762,0.0002307698,0.0003184913,0.0001244183,0.00006566713],"category_scores_gemma":[0.00381841,0.0000438521,0.00007246606,0.0007390122,0.0001943586,0.00277461,0.00005690866,0.0002153928,0.00003915477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006437972,"about_ca_system_score_gemma":0.000594788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001349236,"about_ca_topic_score_gemma":0.00004879139,"domain_scores_codex":[0.9985797,0.00003656027,0.0007067605,0.00002563149,0.0004770586,0.0001743063],"domain_scores_gemma":[0.9979423,0.0001283574,0.0009203566,0.0001305734,0.0008118004,0.00006659429],"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":[0.0000407957,0.00005464031,0.001763811,0.00002717764,0.0001095322,0.00001351148,0.05225778,0.00005159986,0.00008064013,0.2429546,0.007687856,0.6949581],"study_design_scores_gemma":[0.0008115423,0.0001686709,0.001035913,0.00007007663,0.00001617804,0.0001969715,0.5065309,0.00002800778,0.005526959,0.0188031,0.4666932,0.0001185542],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7863887,0.0007894592,0.003049256,0.0227111,0.0007477931,0.0002381218,0.000007590075,0.00009185007,0.1859761],"genre_scores_gemma":[0.9982111,0.0008041699,0.0004074051,0.0002608577,0.0000317474,4.736648e-7,0.000001410308,0.000002154447,0.0002806438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6948395,"threshold_uncertainty_score":0.457127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060388708","doi":"10.1057/jit.2013.10","title":"The Ongoing Quest for the it Artifact: Looking Back, Moving Forward","year":2013,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":58,"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":"Conceptualization; Artifact (error); Legitimacy; Set (abstract data type); Strategic information system; Field (mathematics); Information system; Epistemology; Order (exchange); Sociology; Computer science; Management information systems; Political science; Mathematics; Artificial intelligence; Philosophy; Politics; Law","authors":[{"name":"Saeed Akhlaghpour","is_ca":true},{"name":"Jing Wu","is_ca":true},{"name":"Liette Lapointe","is_ca":true},{"name":"Alain Pinsonneault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01178907402369972,"gpt":0.30106176488099,"spread":0.2892726908572903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002242062,0.00006059568,0.0001010218,0.0001853232,0.001375201,0.0004214047,0.0003850551,0.00008924113,0.000125588],"category_scores_gemma":[0.0009876798,0.00003405949,0.00007304889,0.0002633747,0.000156728,0.00294358,0.00003321309,0.0001536949,0.0001320817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001245284,"about_ca_system_score_gemma":0.0001345955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001115272,"about_ca_topic_score_gemma":0.000121343,"domain_scores_codex":[0.9986054,0.00003662379,0.0008315835,0.00002368227,0.0002784668,0.0002242811],"domain_scores_gemma":[0.9974591,0.0004512433,0.001145872,0.0001113321,0.0008017292,0.0000307211],"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":[0.00001496752,0.00000358806,0.0003888305,0.00001836196,0.00004500752,4.549166e-8,0.02074567,0.00009472419,0.00003653898,0.6000724,0.02526975,0.3533101],"study_design_scores_gemma":[0.0002579658,0.00006043565,0.0001600009,0.00002586808,0.000008698562,0.0000111863,0.1559315,0.0006572334,0.0003542916,0.01571469,0.826765,0.00005309418],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03153826,0.0002241302,0.7539871,0.1630226,0.003192341,0.002540598,0.000008232148,0.0001177785,0.04536888],"genre_scores_gemma":[0.9939523,0.0002690248,0.003613431,0.001305571,0.0003146116,0.00007410299,0.000002736025,0.000005668051,0.0004625624],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.962414,"threshold_uncertainty_score":0.9999249,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2914540652","doi":"10.1177/0268396218816271","title":"Information technology outsourcing and architecture dynamic capabilities as enablers of organizational agility","year":2019,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Microfoundations; Dynamic capabilities; Outsourcing; Control reconfiguration; Knowledge management; Computer science; Architecture; Interoperation; Process management; Business; Economics; Marketing","authors":[{"name":"Forough Karimi-Alaghehband","is_ca":true},{"name":"Suzanne Rivard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.001762917874856032,"gpt":0.1721373448032474,"spread":0.1703744269283914,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005185566,0.0001423148,0.0002962934,0.002781199,0.00008413984,0.00009828746,0.0002961506,0.0002056868,0.0001268223],"category_scores_gemma":[0.0006218023,0.000123502,0.00005139603,0.0009747503,0.0001447511,0.002619802,0.000199264,0.0003210698,0.00009365228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000682638,"about_ca_system_score_gemma":0.00005173075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002904733,"about_ca_topic_score_gemma":0.000005349938,"domain_scores_codex":[0.9986081,0.000007054071,0.0008448439,0.00006036965,0.000294459,0.0001851352],"domain_scores_gemma":[0.9979302,0.0000350407,0.001164495,0.0002013305,0.0006582396,0.00001074411],"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":[0.000314877,0.0001366557,0.3300779,0.003719295,0.000362183,0.000004550852,0.005386642,0.04747434,0.001567095,0.4216779,0.001229295,0.1880493],"study_design_scores_gemma":[0.007216695,0.0006992219,0.02351569,0.0008539312,0.0002865868,0.000518662,0.1429944,0.0385032,0.002573721,0.4777248,0.3038191,0.00129408],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9099486,0.00005730848,0.07336412,0.01069223,0.000379065,0.0003517793,0.000004383779,0.0001540669,0.005048425],"genre_scores_gemma":[0.996438,0.00001644387,0.002863354,0.0005713583,0.00003622137,0.000002857113,0.00001822226,0.000006833522,0.00004670185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3065622,"threshold_uncertainty_score":0.5036268,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2086445738","doi":"10.1057/jit.2013.25","title":"Return Visits: A Review of how Web Site Design Can Engender Visitor Loyalty","year":2014,"lang":"en","type":"review","venue":"Journal of Information Technology","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Web design; World Wide Web; Computer science; Web modeling; Web development; Web analytics; Web standards; Loyalty; Context (archaeology); Visitor pattern; Web intelligence; Knowledge management; The Internet; Business; Marketing","authors":[{"name":"Dianne Cyr","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09037072207834207,"gpt":0.3890876392878415,"spread":0.2987169172094994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007108313,0.0004955672,0.003620702,0.005453972,0.0001083273,0.0001255476,0.002778863,0.001623882,0.0002517579],"category_scores_gemma":[0.008860818,0.0003244981,0.0009965487,0.003197461,0.0002353487,0.0009817935,0.0003149672,0.001831032,0.0002469322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002243791,"about_ca_system_score_gemma":0.001028298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.738292e-7,"about_ca_topic_score_gemma":0.000001772352,"domain_scores_codex":[0.9923496,0.0005650578,0.004854922,0.0002611144,0.001596768,0.0003725053],"domain_scores_gemma":[0.9832239,0.0006347843,0.01213469,0.00127441,0.002585957,0.0001463283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008019929,0.00002806665,0.00004435805,0.00651423,0.00008937953,0.000009022836,0.0000461541,8.065437e-7,0.00000168512,0.0008978142,0.0493552,0.9430053],"study_design_scores_gemma":[0.0003253715,0.0003156779,0.000009904336,0.02326427,0.0004216213,0.001095516,0.0001387415,0.00002117896,0.00002112176,0.001099677,0.973012,0.0002749687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000143848,0.9545312,0.04000765,0.003681075,0.0007835943,0.0006573451,0.00007232849,0.0001207134,0.0001317442],"genre_scores_gemma":[0.0001027585,0.9876311,0.01145462,0.0004914575,0.00009525967,0.00002245197,0.00001625532,0.00002261359,0.0001634752],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9427303,"threshold_uncertainty_score":0.9999207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2076289410","doi":"10.1057/jit.2011.32","title":"The Dynamics of Client-Consultant Relationships: Exploring the Interplay of Power and Knowledge","year":2012,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; HEC Montréal","funders":"","keywords":"Possession (linguistics); Knowledge management; Computer science; Power (physics); Set (abstract data type); Strategic information system; Soft systems methodology; Information system; Management information systems; Engineering","authors":[{"name":"Marlei Pozzebon","is_ca":true},{"name":"Alain Pinsonneault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02452780226894077,"gpt":0.3226529894044815,"spread":0.2981251871355407,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003037102,0.00004053261,0.00009940322,0.0002266619,0.0003836239,0.00002670875,0.000183403,0.00005706137,0.000009973791],"category_scores_gemma":[0.001087901,0.0000233051,0.00003290681,0.0003600004,0.0003125461,0.001794192,0.00004003786,0.0001574775,0.000004108566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000704847,"about_ca_system_score_gemma":0.00008049422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001451807,"about_ca_topic_score_gemma":0.00005105909,"domain_scores_codex":[0.9987739,0.00009336135,0.0008286065,0.00001255056,0.0001749936,0.000116567],"domain_scores_gemma":[0.99785,0.0003196907,0.001186816,0.00008288069,0.0005366836,0.00002395613],"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":[0.00001623835,0.000006428733,0.006800347,0.000009799711,0.00001808055,8.119516e-9,0.07176663,0.000003653492,0.000009229183,0.8904932,0.0001786076,0.03069781],"study_design_scores_gemma":[0.0004518205,0.0001386155,0.008420792,0.00007641394,0.00002210724,0.00002818853,0.8488728,0.0001703945,0.0009135697,0.009378654,0.1314569,0.00006968367],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611587,0.0003398302,0.02017693,0.003101179,0.001211108,0.0002607842,0.000009600066,0.00001567907,0.01372618],"genre_scores_gemma":[0.9993506,0.0002172819,0.0003596976,0.00001267104,0.00002527296,0.000004668609,0.000001115193,0.000001389975,0.00002729304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8811145,"threshold_uncertainty_score":0.2950564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008629840","doi":"10.1057/jit.2008.20","title":"Exploring An Alternative Method of Evaluating the Effects of Erp: A Multiple Case Study","year":2009,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Enterprise resource planning; Balanced scorecard; Computer science; Process management; Information system; Knowledge management; Context (archaeology); Contextualization; Process (computing); Business process; Soft systems methodology; Strategic information system; Management science; Business; Management information systems; Marketing; Work in process; Engineering","authors":[{"name":"Sylvestre Uwizeyemungu","is_ca":true},{"name":"Louis Raymond","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1096072852708492,"gpt":0.3948696329946176,"spread":0.2852623477237685,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001554449,0.00008423333,0.0002353771,0.0008891216,0.00008229043,0.00004392458,0.0002251573,0.00003150735,0.000009635578],"category_scores_gemma":[0.001368212,0.00005600092,0.0000562709,0.0005337059,0.00002163484,0.003824708,0.0000406334,0.0001498252,0.000002571383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002607892,"about_ca_system_score_gemma":0.00002279492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002053321,"about_ca_topic_score_gemma":0.00001677745,"domain_scores_codex":[0.9986118,0.00004660901,0.0009105934,0.00003933362,0.0002880995,0.0001035369],"domain_scores_gemma":[0.9970065,0.0001538048,0.002115455,0.0001488027,0.0005677103,0.00000769424],"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":[0.0002013136,0.0004394074,0.01810433,0.00036142,0.0002327566,0.00007318176,0.01744382,0.001377126,0.01289377,0.009700763,0.0001470109,0.9390251],"study_design_scores_gemma":[0.02086004,0.01309337,0.06915342,0.0009387123,0.0007551535,0.003738187,0.7049269,0.09782732,0.07489419,0.01164859,0.001447108,0.0007170142],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736,0.00001322064,0.02534026,0.0002634728,0.0002320805,0.0003886938,6.243516e-7,0.00002027068,0.0001413699],"genre_scores_gemma":[0.9951856,0.000003418154,0.004534698,0.0001693315,0.00009372654,0.000007598063,8.160478e-7,0.000003507396,0.000001338532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9383081,"threshold_uncertainty_score":0.2772821,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030312109","doi":"10.1057/jit.2012.13","title":"Mindfully Resisting the Bandwagon: Reconceptualising IT Innovation Assimilation in Highly Turbulent Environments","year":2012,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Bandwagon effect; Dynamism; Financial services; Mimicry; Marketing; Financial crisis; Business; Economics; Public relations; Industrial organization; Knowledge management; Psychology; Ecology; Finance; Political science; Social psychology; Computer science","authors":[{"name":"Martin Wolf","is_ca":false},{"name":"Roman Beck","is_ca":false},{"name":"Immanuel Pahlke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01584011081870737,"gpt":0.2313551209508513,"spread":0.2155150101321439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007758111,0.00008568633,0.0001152785,0.001149328,0.0001379913,0.00009101399,0.000149605,0.0001172874,0.0001956025],"category_scores_gemma":[0.0004670399,0.00006512901,0.00002521091,0.001187312,0.00004176183,0.004422637,0.00004169642,0.0002449285,0.0001093319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001299415,"about_ca_system_score_gemma":0.00002175954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006380669,"about_ca_topic_score_gemma":0.000003424776,"domain_scores_codex":[0.9987213,0.0000102602,0.0008155511,0.00003878141,0.0002614433,0.0001526499],"domain_scores_gemma":[0.9986555,0.00002941255,0.001015787,0.00009091907,0.0002023371,0.000006072969],"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":[0.000113666,0.0001587106,0.6215318,0.00006295581,0.00004314793,0.000003962214,0.001938523,0.001182602,0.003082141,0.2164938,0.02448372,0.130905],"study_design_scores_gemma":[0.001502015,0.00002886767,0.4838686,0.0001209401,0.00005295562,0.0001063038,0.006386873,0.0005193228,0.004252285,0.004227037,0.4986656,0.0002692256],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572563,0.00009343779,0.01665254,0.02267998,0.0008171886,0.0002226469,9.770708e-7,0.00004395684,0.002233031],"genre_scores_gemma":[0.9962943,0.000007761479,0.00107333,0.002273749,0.0002892966,0.00000405473,0.00001615107,0.000006282248,0.00003502885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4741819,"threshold_uncertainty_score":0.3206305,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2395980241","doi":"10.1057/jit.2016.6","title":"Voluntary Use of Information Technology: An Analysis and Synthesis of the Literature","year":2016,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Technology Adoption and User Behaviour","field":"Decision 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":"Western University","funders":"","keywords":"Voluntariness; Operationalization; Empirical research; Computer science; Set (abstract data type); Psychology; Knowledge management; Social psychology; Management science; Epistemology; Engineering","authors":[{"name":"Hsing‐Yi Tsai","is_ca":false},{"name":"Deborah Compeau","is_ca":false},{"name":"Darren Meister","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02114130733939216,"gpt":0.2955171492561908,"spread":0.2743758419167986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001274942,0.0001337288,0.0004897188,0.007258168,0.0000882363,0.00007103794,0.001098294,0.0006068387,0.00004881058],"category_scores_gemma":[0.005681565,0.00006688097,0.0001876647,0.0050694,0.0005841705,0.005579827,0.0002268073,0.0003470333,0.000009927254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004454226,"about_ca_system_score_gemma":0.00008268204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005616145,"about_ca_topic_score_gemma":0.00001275301,"domain_scores_codex":[0.997184,0.00007608765,0.001850127,0.00008750203,0.0006499967,0.0001523284],"domain_scores_gemma":[0.9941185,0.0002975129,0.003068851,0.0007465667,0.001722889,0.00004571609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007940875,0.00006012742,0.6091279,0.00001198693,0.0001532566,0.000001113231,0.0005286755,0.00003461302,0.001700272,0.01931148,0.0005156089,0.3684756],"study_design_scores_gemma":[0.001352144,0.0005512277,0.8179888,0.0003210407,0.000505129,0.0004647362,0.006262785,0.0004402802,0.09995387,0.05817156,0.01370508,0.0002833494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571041,0.00005311102,0.03513248,0.007309326,0.0001353711,0.000109636,0.00007388331,0.0000530611,0.00002895787],"genre_scores_gemma":[0.9874822,0.0001201352,0.01225248,0.0001084636,0.000005846906,0.000003909291,0.000001420942,0.000002775567,0.00002278732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3681922,"threshold_uncertainty_score":0.6801775,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974655098","doi":"10.1057/palgrave.jit.2000059","title":"Local Adaptations of Generic Application Systems: The Case of Veiling Holambra in Brazil","year":2006,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"HEC Montréal","keywords":"Adaptation (eye); Implementation; Soft systems methodology; Local adaptation; Situated; Computer science; Order (exchange); Globalization; Information system; Knowledge management; Business; Sociology; Management information systems; Economics; Political science; Artificial intelligence","authors":[{"name":"Marlei Pozzebon","is_ca":true},{"name":"Eric van Heck","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006327295879752586,"gpt":0.1912997695879971,"spread":0.1849724737082445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000273995,0.00004812043,0.0001373321,0.0006330075,0.00003140472,0.00005970198,0.0001365514,0.0000651146,0.000001999408],"category_scores_gemma":[0.0000405092,0.00003557694,0.00003525968,0.0004410837,0.00006301398,0.003419587,0.00003207411,0.0000909949,0.000008684295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002808314,"about_ca_system_score_gemma":0.00002202587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003265256,"about_ca_topic_score_gemma":0.00009368813,"domain_scores_codex":[0.9990786,6.387017e-7,0.000773588,0.00002423891,0.00005353544,0.000069439],"domain_scores_gemma":[0.9985115,0.00001786859,0.00117544,0.00008941133,0.0002033324,0.000002445015],"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":[0.00002897855,0.00006036328,0.002032666,0.0001876045,0.00001820703,0.000007775291,0.00005678394,0.1482003,0.000251619,0.746151,0.0004157394,0.1025889],"study_design_scores_gemma":[0.002646322,0.0001294849,0.008190045,0.0002493652,0.00008553816,0.001487788,0.04396688,0.7645896,0.001804883,0.1504215,0.02605923,0.000369406],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306108,0.00008099653,0.06605993,0.0001918707,0.00007628567,0.00009483341,0.000001478077,0.000009974594,0.002873799],"genre_scores_gemma":[0.9995209,0.000008723579,0.0003587939,0.00005265545,0.00004407036,0.000003558678,0.000005642451,0.000002660226,0.000002974872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6163893,"threshold_uncertainty_score":0.2479118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071469520","doi":"10.1080/0268396032000150825","title":"What if there is No Killer Application? An Exploration of a User-Centric Perspective on Broadband","year":2003,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"ICT Impact and Policies","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Broadband; Broadband networks; Perspective (graphical); Telecommunications; Computer science; Knowledge management; Business","authors":[{"name":"Catherine A. Middleton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008542138395441354,"gpt":0.2510108286520249,"spread":0.2424686902565835,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001122638,0.00008180633,0.000138399,0.0006088613,0.00003009685,0.00003708835,0.0001162519,0.0001307594,0.00004920458],"category_scores_gemma":[0.00006521776,0.00006849289,0.00003880321,0.0003516992,0.00002768019,0.003541566,0.000004768517,0.0001705326,0.00006035507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001181743,"about_ca_system_score_gemma":0.00002773649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002856623,"about_ca_topic_score_gemma":7.811955e-7,"domain_scores_codex":[0.9993767,0.00001037964,0.0003624996,0.00001781493,0.0001293446,0.0001032573],"domain_scores_gemma":[0.9992113,0.0000154587,0.0002509237,0.0001351978,0.0003566697,0.00003052253],"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":[0.0002503203,0.0003995237,0.001757728,0.0002520584,0.0004728886,0.000001959113,0.1471722,0.04931249,0.006950198,0.6715118,0.02183311,0.1000857],"study_design_scores_gemma":[0.004623578,0.00300903,0.002936528,0.0003525407,0.0001050023,0.0002847439,0.2806163,0.007269314,0.2637007,0.05765831,0.378609,0.0008348951],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8952211,0.0004971837,0.08952337,0.001743755,0.0009074647,0.000339029,0.000006874071,0.0001684219,0.01159276],"genre_scores_gemma":[0.998414,0.0007943776,0.0005718673,0.0001312512,0.00003149271,0.000004790827,0.000001964189,0.000007079189,0.00004310974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6138535,"threshold_uncertainty_score":0.2793059,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2334933345","doi":"10.1057/jit.2016.3","title":"The Map and the Territory: An Ethnographic Study of the Low Utilisation of a Global eHealth Network","year":2016,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":15,"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":"Soft systems methodology; eHealth; Context (archaeology); Knowledge management; Sociotechnical system; Flexibility (engineering); Sociology; Operationalization; Openness to experience; Computer science; Public relations; Health care; Political science; Psychology; Health informatics; Economics; Economic growth; Management; Social psychology","authors":[{"name":"Vincent Duclos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00927614853003651,"gpt":0.2445654118446293,"spread":0.2352892633145928,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001687569,0.00006154725,0.0001449513,0.0001148918,0.0002680335,0.00004009379,0.001520869,0.00006878337,3.793443e-7],"category_scores_gemma":[0.0001824476,0.00002377415,0.00003471462,0.0005037398,0.0004971023,0.0007668064,0.0003174448,0.0001879309,3.584071e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003897009,"about_ca_system_score_gemma":0.0001240388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002600657,"about_ca_topic_score_gemma":0.00008272678,"domain_scores_codex":[0.9987261,0.0002373555,0.0006240819,0.0000279115,0.0002690657,0.000115445],"domain_scores_gemma":[0.9977754,0.0002264072,0.001157603,0.0005130097,0.0003137021,0.00001390952],"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":[0.0001433129,0.00009902836,0.06440706,0.00004408338,0.0001114581,3.342155e-7,0.01937154,0.0001312696,0.00001499248,0.6938046,0.001045652,0.2208266],"study_design_scores_gemma":[0.007242102,0.002825439,0.3611914,0.0007290478,0.0000511664,0.0003387467,0.04116019,0.006082665,0.0008053988,0.5721663,0.007140215,0.0002673325],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.931392,0.000181667,0.0495278,0.01782861,0.0006954973,0.0002644559,9.966391e-7,0.00002767879,0.00008125237],"genre_scores_gemma":[0.9977184,0.0000782877,0.002055687,0.0001200688,0.00002063581,0.000003825892,4.885403e-8,0.000001206378,0.000001827612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2967843,"threshold_uncertainty_score":0.2826178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378176706","doi":"10.1177/02683962231181148","title":"Not seeing the (moral) forest for the trees? How task complexity and employees’ expertise affect moral disengagement with discriminatory data analytics recommendations","year":2023,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Dehumanization; Disengagement theory; Analytics; Task (project management); Psychology; Affect (linguistics); Moral disengagement; Knowledge management; Computer science; Data science; Social psychology; Sociology; Economics; Medicine; Management","authors":[{"name":"Sepideh Ebrahimi","is_ca":true},{"name":"Christian Matt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.206026314601658,"gpt":0.3900405069580577,"spread":0.1840141923563997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002485492,0.00008171507,0.0001496702,0.0002211431,0.001559998,0.0003211731,0.0006617706,0.00009991751,0.000003839321],"category_scores_gemma":[0.001943802,0.00004481984,0.00004211004,0.0005067919,0.0007316094,0.001649973,0.0001800362,0.0003917125,0.000001341196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007871318,"about_ca_system_score_gemma":0.0001495692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001051763,"about_ca_topic_score_gemma":0.003109564,"domain_scores_codex":[0.9990553,0.00009706624,0.0002775789,0.0000598398,0.0002993461,0.0002108979],"domain_scores_gemma":[0.9982942,0.0005936531,0.0004666352,0.0002706322,0.0003206157,0.00005420099],"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":[0.0001263256,0.00006955759,0.01478927,0.00005735925,0.0003370134,0.000004962876,0.06325142,0.0002989707,0.00002263643,0.7237398,0.07513949,0.1221632],"study_design_scores_gemma":[0.002328759,0.00123185,0.09615859,0.0002191889,0.0004445628,0.00002554182,0.5342119,0.02960137,0.00009914344,0.1324317,0.2027539,0.0004935567],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1641201,0.0001195722,0.02934991,0.8040856,0.0004236948,0.0008908701,0.0001425507,0.000126998,0.0007406379],"genre_scores_gemma":[0.9971777,0.000626152,0.001443121,0.0005619415,0.00008445112,0.00001234565,0.00002730217,0.000005515243,0.00006143782],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8330576,"threshold_uncertainty_score":0.9997398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2049800905","doi":"10.1057/jit.2013.6","title":"History and IS – Broadening Our View and Understanding: Actor–Network Theory as a Methodology","year":2013,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Regina","funders":"","keywords":"Epistemology; Argument (complex analysis); Soft systems methodology; Appeal; Value (mathematics); Strategic information system; Computer science; Sociology; Data science; Information system; Management information systems; Law; Political science","authors":[{"name":"William Bonner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0828330156856389,"gpt":0.348729955372619,"spread":0.2658969396869801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002321918,0.00007148898,0.0001949202,0.0003789164,0.0002590865,0.00007383576,0.0001196629,0.000168745,0.0002565948],"category_scores_gemma":[0.0004944011,0.00006106485,0.00002916088,0.0001819319,0.0001659107,0.002324363,0.00004002809,0.0001742505,0.00002690905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003688945,"about_ca_system_score_gemma":0.00014071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006244086,"about_ca_topic_score_gemma":0.000007863511,"domain_scores_codex":[0.9988087,0.0001880062,0.0006064288,0.00003653796,0.0001835664,0.0001767568],"domain_scores_gemma":[0.9986122,0.0001403976,0.0008876341,0.00006088964,0.0002365934,0.00006234022],"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":[0.00001509566,0.000001776778,0.0004001708,0.00002285633,0.000028598,2.459573e-7,0.04319413,8.943899e-7,0.000019466,0.9062604,0.009461205,0.04059514],"study_design_scores_gemma":[0.0004077538,0.000148789,0.0002050917,0.00004492909,0.00001815706,0.000125305,0.2608202,0.00002194076,0.00004669912,0.380261,0.3578064,0.00009371415],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1687239,0.004457423,0.7183265,0.05775199,0.003321489,0.001380132,0.000005075404,0.0002243382,0.04580912],"genre_scores_gemma":[0.9838259,0.0011793,0.01257851,0.0019946,0.0001451284,0.00000993733,0.000001543837,0.000004905339,0.0002602235],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8151019,"threshold_uncertainty_score":0.2809533,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969019199","doi":"10.1057/jit.2015.11","title":"Avoiding Methodological Overdose: A Declaration for Independent Ends","year":2015,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Information Systems Theories and Implementation","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 British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Declaration; Information systems security; Strategic information system; Soft systems methodology; Computer science; Information system; Computer security; Management information systems; Political science; Law","authors":[{"name":"Mike Chiasson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1879800849197986,"gpt":0.4299763616951605,"spread":0.2419962767753619,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007639206,0.00006050258,0.0001655536,0.0005396995,0.0003500807,0.0001004761,0.0001975528,0.0001948266,0.00003397932],"category_scores_gemma":[0.004771563,0.00005083989,0.0000622171,0.0003594407,0.00007179234,0.002635492,0.00002386501,0.0001984965,0.00001777382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002708533,"about_ca_system_score_gemma":0.0003023759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001633695,"about_ca_topic_score_gemma":0.000009863026,"domain_scores_codex":[0.9983999,0.0001988384,0.0008166473,0.00003082486,0.0003894342,0.0001644094],"domain_scores_gemma":[0.9974982,0.0001917249,0.00107438,0.0000602927,0.001102188,0.00007320211],"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":[0.0001072317,0.00001033593,0.0003141388,0.0000118688,0.00002119048,3.656492e-7,0.02290469,0.0001341007,0.000077547,0.9060764,0.004370446,0.06597167],"study_design_scores_gemma":[0.001673815,0.0004406176,0.0001106827,0.00002219499,0.00001734412,0.0000807708,0.1974481,0.0002945351,0.002329819,0.09937021,0.698095,0.0001168486],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02845838,0.00004662761,0.9598809,0.002958952,0.0008658569,0.0003134016,0.000005946692,0.00005476421,0.007415179],"genre_scores_gemma":[0.9414762,0.00004707403,0.0577882,0.0003527843,0.0002179523,0.00002140754,0.00001242675,0.000003145768,0.00008083625],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9130178,"threshold_uncertainty_score":0.5712351,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318995205","doi":"10.1177/02683962231153940","title":"On digital theorizing, clickbait research, and the cumulative tradition","year":2023,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Digital Games and Media","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":"","keywords":"Information systems security; Soft systems methodology; Strategic information system; Epistemology; Sociology; Information system; Data science; Computer science; Management science; Management information systems; Engineering; Philosophy","authors":[{"name":"Abayomi Baiyere","is_ca":true},{"name":"Nicholas Berente","is_ca":false},{"name":"Michel Avital","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03658834854417733,"gpt":0.3484997330189699,"spread":0.3119113844747925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001606806,0.00003401865,0.00008531719,0.0005339441,0.0001413785,0.0001568254,0.0001690927,0.00007686605,0.000007940411],"category_scores_gemma":[0.002454011,0.00002049671,0.00003047799,0.0006904608,0.0008489433,0.001181781,0.00002902883,0.0002582812,0.00007370432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004099475,"about_ca_system_score_gemma":0.00007212835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003378516,"about_ca_topic_score_gemma":0.000003028975,"domain_scores_codex":[0.9992064,0.00003608269,0.000238082,0.00002538676,0.0003581122,0.0001359845],"domain_scores_gemma":[0.9990393,0.0004481926,0.0001908161,0.00005454629,0.0002285004,0.00003864504],"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":[0.00004181874,0.000005626353,0.00002520029,0.000001463522,0.000006191507,0.000001047388,0.006567842,0.000004557663,7.226021e-7,0.8201125,0.002146783,0.1710862],"study_design_scores_gemma":[0.0005708611,0.0002383727,0.0002257133,0.00002716224,0.000001820829,0.000008750029,0.03216201,0.00005129935,0.00003405941,0.7017136,0.2649375,0.00002892117],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4331777,0.00004494851,0.000670543,0.03474115,0.000438263,0.0002901364,0.00001000602,0.0001155876,0.5305117],"genre_scores_gemma":[0.9987577,0.0001855415,0.00003740507,0.000116033,0.00006761764,0.000003330839,0.000001970168,0.000001778767,0.0008286274],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.56558,"threshold_uncertainty_score":0.3127967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283520245","doi":"10.1177/02683962221112678","title":"IT-based regulation of personal health: Nudging, mobile apps and data","year":2022,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Information Systems Theories and Implementation","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":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"National Science Foundation","keywords":"Affordance; Knowledge management; Vignette; Agency (philosophy); Internet privacy; Business; Strategic information system; Computer science; Health care; Public relations; Health informatics; Human–computer interaction; Psychology; Political science; Sociology; Social psychology","authors":[{"name":"Elizabeth Davidson","is_ca":false},{"name":"Jenifer Sunrise Winter","is_ca":false},{"name":"Mike Chiasson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02755021533043396,"gpt":0.3550263602004033,"spread":0.3274761448699693,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002142428,0.00004198512,0.0001344803,0.0005269121,0.0004727501,0.00002825802,0.0002668191,0.00004125551,0.0002744544],"category_scores_gemma":[0.0001501057,0.00004159083,0.00002154808,0.0004002088,0.0001115721,0.001498068,0.00008453523,0.0001314531,0.00000203556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001419167,"about_ca_system_score_gemma":0.0004027779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007679679,"about_ca_topic_score_gemma":0.0000185724,"domain_scores_codex":[0.998575,0.00009066455,0.0007753236,0.0000331708,0.0004179718,0.0001078696],"domain_scores_gemma":[0.9980242,0.00004267494,0.001545453,0.0001134684,0.0002429968,0.00003122307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001898573,0.00007820216,0.002884567,0.0002258644,0.00006559931,4.84359e-7,0.1632988,0.001331372,0.0001941758,0.2877137,0.06329814,0.4807192],"study_design_scores_gemma":[0.0006664958,0.0003701781,0.0002983616,0.00002023523,0.000005846698,0.00002629208,0.1899185,0.002970909,0.0001174523,0.001468692,0.8040789,0.00005803335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4467919,0.001459088,0.3965085,0.1267129,0.003549874,0.003247874,0.0009126383,0.0002815686,0.0205357],"genre_scores_gemma":[0.995875,0.00004898836,0.003288035,0.0006432751,0.00003480593,0.000009636423,0.00007284324,0.000002039954,0.00002537698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7407808,"threshold_uncertainty_score":0.363606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3160887966","doi":"10.1177/02683962211019406","title":"Distributed IT championing: A process theory","year":2021,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Knowledge Management and Sharing","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":"McGill University; Western University; HEC Montréal","funders":"","keywords":"Bridging (networking); Process (computing); Knowledge management; Context (archaeology); Extant taxon; Socially distributed cognition; Computer science; Public relations; Process management; Sociology; Psychology; Political science; Business","authors":[{"name":"Bogdan Negoita","is_ca":true},{"name":"Yasser Rahrovani","is_ca":true},{"name":"Liette Lapointe","is_ca":true},{"name":"Alain Pinsonneault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01187544173865464,"gpt":0.2980563330544511,"spread":0.2861808913157964,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007821606,0.00003994896,0.00009969746,0.0002951543,0.0001892232,0.00007115467,0.0002230827,0.00009605891,0.0002009346],"category_scores_gemma":[0.001431731,0.00003604915,0.00004020805,0.0006722588,0.0000821253,0.0008849031,0.00004422692,0.0001690726,0.00004050251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000573818,"about_ca_system_score_gemma":0.0001802622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.12715e-7,"about_ca_topic_score_gemma":0.00001194093,"domain_scores_codex":[0.9993018,0.00003381745,0.000322829,0.00002732644,0.0001881983,0.0001260298],"domain_scores_gemma":[0.9989735,0.00003430734,0.0003268134,0.00006407968,0.000570319,0.00003098014],"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":[0.00001900201,0.00003656076,0.002580487,0.0000334675,0.00004920123,0.00001652228,0.01608784,0.00004187255,0.00002686513,0.9016729,0.004264757,0.07517049],"study_design_scores_gemma":[0.0005609037,0.00005488314,0.0004424125,0.00009484416,0.0000244005,0.0000399097,0.141898,0.0001092954,0.002230708,0.1909654,0.6634542,0.0001249379],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1754585,0.0006755637,0.3596364,0.05489881,0.001615771,0.0002850801,0.000007221312,0.0003202179,0.4071024],"genre_scores_gemma":[0.998206,0.000105261,0.0008625164,0.0002191424,0.00007878598,0.000002265201,0.00000474528,0.000001901746,0.0005194258],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8227475,"threshold_uncertainty_score":0.2200093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2406277401","doi":"10.1057/jit.2015.24","title":"Exploring the effects of liminality on corporate social responsibility in inter-firm outsourcing relationships","year":2015,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"University College Dublin","keywords":"Liminality; Communitas; Outsourcing; Divestment; Context (archaeology); Business; Insourcing; Sociology; Public relations; Marketing; Political science; Anthropology; Archaeology","authors":[{"name":"Brian Nicholson","is_ca":false},{"name":"Ron Babin","is_ca":true},{"name":"Steve Briggs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09405017346912593,"gpt":0.2473588609241764,"spread":0.1533086874550505,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003141538,0.00009759885,0.0002220959,0.001231847,0.000106648,0.00006279413,0.0002871759,0.00007439202,0.000002371717],"category_scores_gemma":[0.003384795,0.00007071086,0.00006607828,0.0008313213,0.00008184613,0.001611823,0.0001284605,0.0004980467,0.0000249317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001138728,"about_ca_system_score_gemma":0.00003215624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002629575,"about_ca_topic_score_gemma":0.00001657373,"domain_scores_codex":[0.9987072,0.00005941184,0.0007613167,0.00005789998,0.0002738838,0.0001403166],"domain_scores_gemma":[0.9979514,0.0001861812,0.001348343,0.0001723092,0.000332814,0.00000888415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0022332,0.0004899414,0.6228366,0.001691635,0.0001694745,0.00005309133,0.0180625,0.01115685,0.0002290069,0.183227,0.007978073,0.1518726],"study_design_scores_gemma":[0.007628336,0.0008304042,0.6785032,0.00145221,0.0001967832,0.00003910073,0.0860446,0.01349662,0.002561264,0.1645485,0.04396738,0.000731617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823369,0.00001262416,0.00878495,0.006819488,0.000511539,0.0001801716,3.368606e-7,0.00004013391,0.001313796],"genre_scores_gemma":[0.9992802,0.000003203524,0.0002832539,0.000272314,0.00013296,0.00000852997,0.000001663567,0.00000490403,0.0000129789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1511409,"threshold_uncertainty_score":0.405216,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2997701902","doi":"10.1177/0268396219886879","title":"Entrepreneurial actions and the legitimation of free/open source software services","year":2019,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal; Université Laval","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Legitimation; Context (archaeology); Knowledge management; Open source software; Service provider; Openness to experience; Business; Computer science; Software; Public relations; Marketing; Service (business); Political science","authors":[{"name":"Josianne Marsan","is_ca":true},{"name":"Kévin Carillo","is_ca":false},{"name":"Bogdan Negoita","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005878814061291482,"gpt":0.2295793614604526,"spread":0.2237005473991611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005971091,0.00007264532,0.0002079553,0.0005065455,0.00009836515,0.0002244595,0.001765469,0.00009685518,0.00002214021],"category_scores_gemma":[0.0003055627,0.00005074958,0.00004258389,0.00072361,0.0001045014,0.00394359,0.0007225215,0.0002230861,0.00002269623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002505224,"about_ca_system_score_gemma":0.00008434645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002063162,"about_ca_topic_score_gemma":0.000003254533,"domain_scores_codex":[0.9989054,0.00003589862,0.0006745891,0.00005934646,0.0002296439,0.00009518574],"domain_scores_gemma":[0.9975038,0.0001685113,0.001286785,0.0004816984,0.0005396557,0.00001961666],"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":[0.0001672958,0.0000745097,0.01310735,0.0001373813,0.0001530535,8.606954e-7,0.009899529,0.002462294,0.0003647948,0.7567344,0.001746568,0.215152],"study_design_scores_gemma":[0.03332224,0.001625251,0.01913054,0.0008210728,0.0001762714,0.002825899,0.01767836,0.04842484,0.03140077,0.6118883,0.2317016,0.001004795],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1679708,0.00003114703,0.8216856,0.008575032,0.0003873967,0.0004038799,0.000004740964,0.00008534263,0.000856132],"genre_scores_gemma":[0.8636224,0.00002255352,0.1357483,0.0004972178,0.00003271228,0.000009928746,0.000003635899,0.000004876299,0.00005829057],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6956517,"threshold_uncertainty_score":0.3280709,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051546532","doi":"10.1057/jit.2014.5","title":"Design for Maintenance: How Kms Document Linking Decisions Affect Maintenance Effort and Use","year":2014,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Information Architecture and Usability","field":"Computer Science","cited_by":7,"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":"Computer science; Design for manufacturability; Information system; Knowledge management; Engineering","authors":[{"name":"Alan R. Dennis","is_ca":false},{"name":"Binny M. Samuel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01247675207247341,"gpt":0.246427311230669,"spread":0.2339505591581956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001731906,0.0001252127,0.0002402885,0.0006233803,0.0001684977,0.0002935872,0.0005795425,0.0001431352,0.000001430793],"category_scores_gemma":[0.001488407,0.00008913851,0.00008068461,0.0003408696,0.00008291696,0.003472535,0.0001468165,0.0002679756,0.000005895059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007649438,"about_ca_system_score_gemma":0.00007352754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.53833e-7,"about_ca_topic_score_gemma":8.565662e-7,"domain_scores_codex":[0.9987755,0.00003415436,0.0006172012,0.00008192618,0.00023691,0.000254351],"domain_scores_gemma":[0.9978737,0.0004594425,0.0007626694,0.0003178183,0.0005172614,0.00006910596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008505974,0.0000180941,0.00058948,0.0000539781,0.00003378891,0.000001343455,0.001305635,0.002804239,0.0001028322,0.302299,0.00391918,0.6887874],"study_design_scores_gemma":[0.004766744,0.002807817,0.005859455,0.0005248669,0.00003789975,0.001775364,0.000460871,0.277036,0.01004439,0.4440018,0.2520652,0.0006196442],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01452754,0.00001235101,0.9784088,0.006312338,0.0002548556,0.0003152325,0.000001112177,0.00007346268,0.00009437699],"genre_scores_gemma":[0.5109703,0.0000361624,0.4882647,0.0006717906,0.00002401548,0.00001293356,0.00000115821,0.000002672248,0.00001627487],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6881678,"threshold_uncertainty_score":0.3634963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388908534","doi":"10.1177/02683962231217348","title":"Products of theorizing—towards native theories of emerging information technologies","year":2023,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Big Data and Business Intelligence","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":"HEC Montréal","funders":"","keywords":"Soft systems methodology; Strategic information system; Information systems security; Information technology; Information system; Computer science; Data science; Management science; Knowledge management; Information science; Management information systems; Epistemology; Sociology; Political science; Engineering; Library science; Philosophy","authors":[{"name":"Nik Rushdi Hassan","is_ca":false},{"name":"Suzanne Rivard","is_ca":true},{"name":"Ulrike Schultze","is_ca":false},{"name":"Leslie P. Willcocks","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0218278224369637,"gpt":0.2702425601642269,"spread":0.2484147377272632,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008303068,0.0001184846,0.0002863203,0.003231401,0.00006995881,0.00005564466,0.000591871,0.000163839,0.00002479157],"category_scores_gemma":[0.003018234,0.00009000848,0.00005698383,0.003402136,0.0002833045,0.008007551,0.0002778206,0.0002271837,0.00006018687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002060318,"about_ca_system_score_gemma":0.0000703162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001636538,"about_ca_topic_score_gemma":0.000001107448,"domain_scores_codex":[0.9983961,0.000004634079,0.00104025,0.00004655629,0.0003501301,0.00016232],"domain_scores_gemma":[0.9955106,0.00003264918,0.002278376,0.0002155448,0.001959539,0.000003259356],"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":[0.00007607369,0.00002146918,0.001763972,0.0006662096,0.00005133199,8.629984e-7,0.0005627967,0.0001742632,0.0008435156,0.7049394,0.002010874,0.2888892],"study_design_scores_gemma":[0.0009385215,0.0001819973,0.004860491,0.0006910155,0.00009909571,0.00005845565,0.05094861,0.002058073,0.235985,0.5330146,0.1707448,0.0004193821],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8299463,0.0004213358,0.115262,0.02705828,0.003071659,0.0008667447,0.00006282356,0.001407798,0.0219031],"genre_scores_gemma":[0.9981673,0.0001745575,0.00149017,0.00006564314,0.00005986951,0.000005014229,0.00002433122,0.000004474678,0.000008576929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2884698,"threshold_uncertainty_score":0.5805281,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402335709","doi":"10.1177/02683962241280657","title":"A critical realist approach to agent-based modeling: Unlocking prediction in non-positivist paradigms","year":2024,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Soft systems methodology; Positivism; Strategic information system; Information systems security; Management science; Computer science; Information system; Knowledge management; Management information systems; Data science; Epistemology; Engineering; Philosophy","authors":[{"name":"Annamina Rieder","is_ca":true},{"name":"Saurav Chakraborty","is_ca":false},{"name":"Sandeep K. Goyal","is_ca":false},{"name":"Donald J. Berndt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01057945929979706,"gpt":0.2778481537279874,"spread":0.2672686944281903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002529749,0.00007599044,0.0001427462,0.0006161494,0.00005562738,0.0001222724,0.0001325109,0.00007976154,0.000006884971],"category_scores_gemma":[0.00003122945,0.00007069028,0.00006274018,0.0004748546,0.00003422836,0.0005732668,0.00002202004,0.0003224596,0.00001244295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008843844,"about_ca_system_score_gemma":0.0001039159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000343559,"about_ca_topic_score_gemma":5.617054e-7,"domain_scores_codex":[0.9991328,0.00001132346,0.0005187363,0.00005892656,0.0001384026,0.0001397837],"domain_scores_gemma":[0.9996237,0.00002407963,0.00008740101,0.00007822075,0.0001384725,0.0000481992],"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":[0.00002436633,0.00009725048,0.002357883,0.0000740578,0.00003210882,0.000003403278,0.001027893,0.1469656,0.0001112996,0.8206807,0.0004117927,0.02821358],"study_design_scores_gemma":[0.0002212766,0.00008944549,0.0002336796,0.0001690274,0.000009139167,0.000008726522,0.0009209226,0.9732241,0.0001142916,0.02374106,0.001187281,0.00008104453],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05241149,0.00001630361,0.9407175,0.001494588,0.0002597138,0.00009624253,0.00002531248,0.00003039048,0.004948494],"genre_scores_gemma":[0.9912775,0.000001689063,0.008499175,0.0000979757,0.00008389907,0.00001210455,0.00001706287,0.000004776045,0.000005883757],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.938866,"threshold_uncertainty_score":0.2882666,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323045564","doi":"10.1177/02683962231163603","title":"Leveraging paradigms to foster theoretical contributions in information systems research","year":2023,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Premise; Epistemology; Field (mathematics); Sociology; Leverage (statistics); Set (abstract data type); Strategic information system; Computer science; Metaphysics; Information system; Data science; Knowledge management; Management information systems; Political science; Artificial intelligence","authors":[{"name":"Philippe Marchildon","is_ca":true},{"name":"Pierre Hadaya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03860165839989086,"gpt":0.4045828632411845,"spread":0.3659812048412937,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007910678,0.00006911552,0.0001853059,0.003527526,0.0004269377,0.0002850638,0.0003221884,0.0001787757,0.00004765432],"category_scores_gemma":[0.00237368,0.00006234464,0.00004006099,0.003042245,0.0002036486,0.004190587,0.00007130556,0.0003522462,0.0006565995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004803706,"about_ca_system_score_gemma":0.0003019515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007156513,"about_ca_topic_score_gemma":0.00001308233,"domain_scores_codex":[0.9972976,0.000221115,0.001264372,0.00003547098,0.0007664444,0.0004149741],"domain_scores_gemma":[0.9976317,0.0002165249,0.0004512114,0.000119379,0.001488202,0.00009294225],"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":[0.00002822697,0.000004356936,0.0004890571,0.00001659629,0.000007087464,9.022263e-7,0.03567141,0.0004488304,0.00001140478,0.9449019,0.009313107,0.009107126],"study_design_scores_gemma":[0.000810388,0.000162994,0.0007035095,0.0001115324,0.000003481389,0.00002864659,0.2790773,0.0008033153,0.0001984734,0.03692762,0.681062,0.0001107428],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5310469,0.0000728666,0.2299268,0.1125074,0.005060405,0.003867545,0.0001094502,0.0005901265,0.1168185],"genre_scores_gemma":[0.9991781,0.0000495733,0.0002718089,0.0003178541,0.00008873551,0.00004247118,0.00002133442,0.000002540799,0.00002757726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9079743,"threshold_uncertainty_score":0.8439477,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1998587035","doi":"10.1057/palgrave.jit.2000096","title":"The Ultimate Bluff: A Case Study of Partygaming.Com","year":2007,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"The Internet; License; Revenue; Child pornography; Stock exchange; Business; Law; Economics; Finance; Political science","authors":[{"name":"Des Laffey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0121983382598934,"gpt":0.2344780104859379,"spread":0.2222796722260445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001143709,0.00006441509,0.0001363176,0.0006312415,0.0001593567,0.00008511839,0.00022955,0.00006998702,0.00001805455],"category_scores_gemma":[0.0001991064,0.00004056445,0.00003905206,0.0003727453,0.00003987247,0.00190638,0.00007019388,0.0001947138,0.00003145367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001639803,"about_ca_system_score_gemma":0.00001175243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000630978,"about_ca_topic_score_gemma":0.00008617197,"domain_scores_codex":[0.9989901,0.000001344781,0.0007387588,0.00002699291,0.0001096863,0.0001330812],"domain_scores_gemma":[0.9983559,0.00006151471,0.001185734,0.0001304023,0.0002607584,0.000005725701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003521107,0.000395268,0.1424567,0.0001812831,0.0002948244,0.0006371244,0.002596123,0.0004647429,0.00006731316,0.06853888,0.003835383,0.7801802],"study_design_scores_gemma":[0.0108883,0.001214439,0.02995952,0.0002392793,0.0003599564,0.01436377,0.35048,0.01313966,0.003258814,0.05772298,0.5175146,0.0008586008],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993718,0.00002660446,0.003265212,0.0003859272,0.0002785957,0.0001166404,2.640447e-7,0.00003030903,0.002178482],"genre_scores_gemma":[0.9995062,0.000005650434,0.0002455642,0.0001435121,0.00008287937,0.000001373081,5.895933e-7,0.000002694307,0.0000114927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7793216,"threshold_uncertainty_score":0.165417,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412079195","doi":"10.1177/02683962251360778","title":"Seventy years of information systems development methodologies from early business computing to the Agile era: A two-part history. Part 1: From Pre to Early ISD methodology era: The emergence of ISD methodologies and their golden era (1880–1980)","year":2025,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":1,"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":"Agile software development; Strategic information system; Information system; Soft systems methodology; Computer science; Management information systems; Information systems security; Process management; Knowledge management; Engineering management; Data science; Software engineering; Engineering","authors":[{"name":"Jaana Porra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0895320099999849,"gpt":0.3103546367006236,"spread":0.2208226267006387,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003586412,0.0002538595,0.0007119834,0.001098596,0.0001708807,0.0001220617,0.001259144,0.0002408662,0.00003557334],"category_scores_gemma":[0.004209117,0.0001628925,0.00008447553,0.001444921,0.0002253499,0.002439129,0.0008888858,0.0004840327,0.00002316809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008590864,"about_ca_system_score_gemma":0.0001866682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001899735,"about_ca_topic_score_gemma":0.00009828633,"domain_scores_codex":[0.9971824,0.0002127246,0.001822944,0.0001621832,0.0003347774,0.0002849232],"domain_scores_gemma":[0.994675,0.001185171,0.002254587,0.0004720505,0.001395078,0.00001815897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006505934,0.00004769815,0.008735862,0.0004999433,0.0006504008,0.000002017323,0.01400693,0.01142536,0.002617412,0.02412791,0.01811884,0.919117],"study_design_scores_gemma":[0.001124548,0.0001522972,0.3587537,0.001485145,0.0003101183,0.00002855387,0.0250363,0.002139577,0.01181792,0.01454358,0.5839332,0.0006750645],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4570834,0.0006453604,0.5370761,0.00258809,0.00188697,0.0004383142,0.00003237347,0.0000584837,0.0001909017],"genre_scores_gemma":[0.8169109,0.0002008491,0.180869,0.00153554,0.0003191334,0.00005362974,0.00005545556,0.00001485802,0.00004063805],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.918442,"threshold_uncertainty_score":0.6642561,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2029308326","doi":"10.1057/jit.2011.14","title":"Managing Illusions of Control","year":2011,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"Canada Research Chairs","keywords":"Information systems security; Strategic information system; Soft systems methodology; Computer science; Illusion; Illusion of control; Information system; Management science; Knowledge management; Management information systems; Engineering; Psychology; Cognitive psychology; Social psychology; Electrical engineering","authors":[{"name":"Henri Barki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008319532260478194,"gpt":0.1815514944818884,"spread":0.1732319622214102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002039944,0.0000565708,0.0001416605,0.0009655418,0.00006882939,0.00001654178,0.0002117281,0.0000418236,0.0003005478],"category_scores_gemma":[0.0001636676,0.00004530219,0.00004073533,0.0005241776,0.00005123354,0.001496882,0.00009846283,0.0000753733,0.0000675976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001020987,"about_ca_system_score_gemma":0.000007070534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001007652,"about_ca_topic_score_gemma":0.000002466524,"domain_scores_codex":[0.9992969,0.000001525515,0.0004568003,0.00002338312,0.0001410724,0.00008029142],"domain_scores_gemma":[0.9986659,0.00000815875,0.0008213182,0.000066499,0.0004347042,0.000003426712],"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":[0.00004796508,0.0000449867,0.04047844,0.0001139668,0.0001080748,0.000003239126,0.0001961613,0.00005063845,0.0000676411,0.9290296,0.006761052,0.0230982],"study_design_scores_gemma":[0.003794677,0.0001496089,0.08730147,0.0001886843,0.0003159757,0.00003464278,0.007312987,0.001791103,0.001141182,0.6710781,0.2264975,0.0003940026],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05750218,0.0003843912,0.6304464,0.009822057,0.001183628,0.0003936314,0.000002915609,0.0002095517,0.3000553],"genre_scores_gemma":[0.9950271,0.00004488532,0.004116445,0.0006954042,0.00007982653,0.000001023226,0.000001288264,0.000003416574,0.00003055591],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.937525,"threshold_uncertainty_score":0.3290788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412079219","doi":"10.1177/02683962251360776","title":"Seventy years of information systems development methodologies from early business computing to the Agile era: A two-part history Part 2: Later ISD to Early post ISD methodology era: Adapting to accelerated context expansion (1980–today)","year":2025,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"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":"Agile software development; Soft systems methodology; Strategic information system; Context (archaeology); Information system; Computer science; Information systems security; Management information systems; Process management; Engineering management; Knowledge management; Systems engineering; Software engineering; Management science; Engineering; Geology","authors":[{"name":"Jaana Porra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09704577417474194,"gpt":0.3059154371861754,"spread":0.2088696630114335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002460079,0.0002494256,0.000614292,0.002205182,0.0001916481,0.0002501655,0.000919759,0.0002516869,0.00004969382],"category_scores_gemma":[0.002838621,0.0001987553,0.00007180039,0.001892381,0.0000696288,0.003449399,0.0006760589,0.0004512703,0.0002312641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002262416,"about_ca_system_score_gemma":0.0002434255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001166079,"about_ca_topic_score_gemma":0.0001112398,"domain_scores_codex":[0.9970844,0.00009868576,0.001898635,0.0001619348,0.0003988481,0.0003575258],"domain_scores_gemma":[0.9951417,0.0003360166,0.001570649,0.0003541745,0.002567067,0.00003034905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008705601,0.00005965469,0.003552877,0.000356525,0.0002753348,0.000006589947,0.007356048,0.01219239,0.004475669,0.01044006,0.026319,0.9340953],"study_design_scores_gemma":[0.001182487,0.0001447672,0.09713339,0.001770974,0.0001279736,0.00003097797,0.01042879,0.001359774,0.006778336,0.0005927716,0.8798555,0.0005943028],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6442691,0.0001274842,0.3485962,0.003444371,0.002627784,0.0005322462,0.0000142138,0.0000994831,0.0002891542],"genre_scores_gemma":[0.9470205,0.00001368355,0.04764445,0.004903657,0.0002524065,0.00003382951,0.00006333098,0.00001342935,0.00005467038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.933501,"threshold_uncertainty_score":0.8105008,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414922742","doi":"10.1177/02683962251389979","title":"Pursuit of decentralization in blockchain-based systems: An empowerment perspective","year":2025,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":0,"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":"Decentralization; Corporate governance; Empowerment; Autonomy; Archetype; Underpinning; Soft systems methodology; Delegation","authors":[{"name":"Leily Soleimanof","is_ca":true},{"name":"Derrick J. Neufeld","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004499349122284052,"gpt":0.2522115293220921,"spread":0.2477121801998081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000597202,0.00008316124,0.0002231579,0.002208725,0.00004552675,0.00003450083,0.001033159,0.000235764,0.00000235732],"category_scores_gemma":[0.0001524099,0.00007747805,0.00003972973,0.001703901,0.00009481682,0.0002662359,0.00008291224,0.0002460488,0.0000015576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002237046,"about_ca_system_score_gemma":0.0002490804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001895643,"about_ca_topic_score_gemma":0.000008744265,"domain_scores_codex":[0.9987669,0.00003575269,0.000781647,0.0000816973,0.0001945359,0.0001394873],"domain_scores_gemma":[0.9982012,0.00003285757,0.0006805463,0.000361593,0.0006997842,0.00002402834],"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":[0.00001242951,0.0001372077,0.001603784,0.00002574199,0.00001603272,0.000001429577,0.0005065029,0.004506757,0.0002902894,0.9837654,0.00009469828,0.00903974],"study_design_scores_gemma":[0.004260527,0.001245191,0.006448954,0.0004567632,0.00003766622,0.0001449794,0.01252741,0.5604632,0.06689668,0.3382409,0.008873108,0.0004046099],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1564605,0.0002819684,0.8363893,0.006051254,0.0001721967,0.0002301047,0.000001847916,0.0000840106,0.0003288068],"genre_scores_gemma":[0.9824838,0.0000201526,0.01732379,0.0001471148,0.000004028781,0.00001512278,8.600131e-7,0.000001589597,0.000003535723],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8260233,"threshold_uncertainty_score":0.3159463,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}