{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":156,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":156,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"4a3e4444c761","filters":{"venue":"MIS Quarterly"}},"results":[{"id":"W2111628838","doi":"10.2307/4132319","title":"Analyzing the Past to Prepare for the Future: Writing a Literature Review","year":2002,"lang":"en","type":"review","venue":"MIS Quarterly","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":7129,"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":"Foundation (evidence); Engineering ethics; Knowledge management; Feature (linguistics); Management science; Data science; Sociology; Computer science; Business; Engineering; Epistemology; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.4369668315161285,"gpt":0.5654664307492029,"spread":0.1284995992330744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","bibliometrics","scholarly_communication","open_science"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.02872031,0.0005185538,0.001724945,0.01612707,0.0009652368,0.008473757,0.007581954,0.0002851823,0.0003989098],"category_scores_gemma":[0.008560576,0.0002009853,0.00172958,0.2051012,0.00008391064,0.0002948075,0.0002399945,0.0007643754,0.0004877871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001264184,"about_ca_system_score_gemma":0.0001579445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004150402,"about_ca_topic_score_gemma":0.00001778042,"domain_scores_codex":[0.9896587,0.0009067966,0.001882479,0.00137413,0.005223986,0.000953872],"domain_scores_gemma":[0.9776877,0.01549557,0.0008288067,0.0027469,0.002842499,0.0003985499],"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":[9.735458e-7,0.00001400832,0.000004031345,0.002829453,0.00003819993,0.000005569746,0.000172742,7.628163e-8,2.263905e-8,0.00003456629,0.2922395,0.7046608],"study_design_scores_gemma":[0.00006372078,0.0001955599,0.00001151687,0.01394268,0.0002154248,0.00005090867,0.0002717594,0.00006869698,1.484794e-8,0.00009106088,0.9848133,0.0002754017],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.331263e-7,0.9872779,0.001723168,0.005887844,0.0008790038,0.003307793,0.0003088917,0.00002656435,0.0005882532],"genre_scores_gemma":[0.000003392505,0.9927347,0.0003349762,0.0006414147,0.002072021,0.0007050282,0.00003016264,0.00004070439,0.003437576],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7043854,"threshold_uncertainty_score":0.9997907,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2115981184","doi":"10.2307/25148781","title":"Assimilation of Enterprise Systems: The Effect of Institutional Pressures and the Mediating Role of Top Management1","year":2007,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":3783,"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":"Business; Knowledge management; Industrial organization; Process management; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.005302729964406867,"gpt":0.2356477479516393,"spread":0.2303450179872324,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001858884,0.00009045257,0.0002025065,0.0001145129,0.00009167309,0.00005280319,0.0001409442,0.00002586244,0.00002499667],"category_scores_gemma":[0.00008278086,0.00004952565,0.00005862263,0.0001576235,0.0001220809,0.0003119989,0.0000206945,0.0000439595,0.000002123347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007754516,"about_ca_system_score_gemma":0.000005673394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046595,"about_ca_topic_score_gemma":0.00006175304,"domain_scores_codex":[0.9989449,0.00006045344,0.000490126,0.00008976083,0.0003036301,0.0001110869],"domain_scores_gemma":[0.9988985,0.0003054104,0.0005597315,0.0001531834,0.00007675211,0.000006396501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001399398,0.0001319543,0.7182443,0.005412833,0.0007604017,0.000002712757,0.01787793,0.0006677615,0.01505528,0.09623003,0.002762872,0.1414545],"study_design_scores_gemma":[0.0122026,0.0006083479,0.8934889,0.0008471577,0.0007874822,0.000007537718,0.03254452,0.03243595,0.006533427,0.0007829386,0.01933401,0.0004271497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859821,0.0004637666,0.001600494,0.0001774477,0.0002410888,0.0007369872,0.00001129744,0.00001539905,0.0107714],"genre_scores_gemma":[0.999706,0.000001829874,0.00001316665,0.00004682706,0.0001740377,0.00001230966,0.00001250662,0.000005646414,0.00002763618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1752446,"threshold_uncertainty_score":0.2019597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1485916023","doi":"10.2307/25148626","title":"<i>Review:</i> The Resource-Based View and Information Systems Research: Review, Extension, and Suggestions For Future Research1","year":2004,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":2772,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Extension (predicate logic); Knowledge management; Information resource; Resource (disambiguation); Information system; Management science; Computer science; Business; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.05028181355189763,"gpt":0.2985493162325732,"spread":0.2482675026806755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00405883,0.0001414825,0.000208374,0.0002471381,0.0006519905,0.000444607,0.0001859789,0.00004513603,0.00001246967],"category_scores_gemma":[0.0002747024,0.00009595347,0.00004336396,0.0008837664,0.0001098281,0.000776334,0.00004100551,0.0002043239,0.0001189273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003325327,"about_ca_system_score_gemma":0.00003029597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007427257,"about_ca_topic_score_gemma":0.00004163564,"domain_scores_codex":[0.9986245,0.00006832747,0.0004176527,0.0002139937,0.0003856561,0.0002898376],"domain_scores_gemma":[0.9983052,0.00009851938,0.0001501149,0.000371257,0.001054002,0.00002093331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002806677,0.00004767907,0.00001368064,0.02692739,0.00001668225,0.000001689388,0.000224963,0.000002716027,0.0000136132,0.2928165,0.6018229,0.07808422],"study_design_scores_gemma":[0.0005277407,0.00004997976,0.000158425,0.005458268,0.00004028196,0.000001956149,0.001295242,0.000348945,6.535165e-7,0.000853711,0.9911432,0.0001215771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.001484297,0.4630701,0.002892655,0.441029,0.001097482,0.01291652,0.00003697732,0.0003523421,0.07712066],"genre_scores_gemma":[0.3071547,0.1231128,0.001177129,0.5461105,0.01041869,0.006767586,0.002174943,0.0002392181,0.002844393],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3893204,"threshold_uncertainty_score":0.501465,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1602619638","doi":"10.2307/25750690","title":"Information Security Policy Compliance: An Empirical Study of Rationality-Based Beliefs and Information Security Awareness1","year":2010,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Information and Cyber Security","field":"Computer Science","cited_by":1833,"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","funders":"","keywords":"Rationality; Information security; Compliance (psychology); Information security management; Empirical research; Business; Information systems security; Security policy; Information system; Knowledge management; Psychology; Public relations; Computer security; Computer science; Social psychology; Cloud computing security; Management information systems; Security information and event management; Political science; Cloud computing; Epistemology","retraction":null,"screen_n_in":null,"score":{"opus":0.01497965865605632,"gpt":0.3015474150679728,"spread":0.2865677564119165,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006733695,0.0002011002,0.0002398987,0.00034425,0.0002775509,0.0004453542,0.0005745665,0.0001433819,0.00002366209],"category_scores_gemma":[0.00005845477,0.0001965372,0.00005025102,0.0005573294,0.00008721518,0.01081204,0.0000476649,0.0003313859,0.00004808416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003627809,"about_ca_system_score_gemma":0.0002900902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006635297,"about_ca_topic_score_gemma":0.0004816745,"domain_scores_codex":[0.9980524,0.0001386013,0.0007844602,0.0001542225,0.0006224783,0.0002478062],"domain_scores_gemma":[0.9981251,0.00006110554,0.0003808895,0.0006546256,0.0005912037,0.0001870528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001147091,0.001820109,0.02114164,0.0004509896,0.00004828481,0.00000160293,0.6749672,0.000099591,0.0001596362,0.2332983,0.001495255,0.06640264],"study_design_scores_gemma":[0.008231889,0.004015436,0.5170877,0.00005505652,0.00002926827,0.00004698509,0.01886406,0.390837,0.0008079835,0.02202026,0.03672647,0.001277941],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636461,0.000002785116,0.03172083,0.001999552,0.0002837068,0.0005400957,0.00006388665,0.0001737935,0.001569252],"genre_scores_gemma":[0.9971635,4.690479e-7,0.001114349,0.001440311,0.0000705787,0.00003347152,0.0001723262,0.000003319803,0.000001715794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6561031,"threshold_uncertainty_score":0.8014553,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2097700858","doi":"10.2307/30036518","title":"Predicting Intention to Adopt Interorganizational Linkages: An Institutional Perspective1","year":2003,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":1629,"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","funders":"","keywords":"Perspective (graphical); Business; Knowledge management; Marketing; Industrial organization; Public relations; Political science; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.01554805943673493,"gpt":0.2281030259471261,"spread":0.2125549665103912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003495682,0.0001533449,0.0001100619,0.000379515,0.0003007781,0.0003488786,0.0001707197,0.00004943572,0.0007245039],"category_scores_gemma":[0.0001386405,0.0001579922,0.00004271005,0.000776954,0.00003223447,0.0009188321,0.00002176357,0.0001100489,0.001160629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009862975,"about_ca_system_score_gemma":0.00002481693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005155416,"about_ca_topic_score_gemma":0.0001267837,"domain_scores_codex":[0.99893,0.00001719044,0.0002807478,0.0003256682,0.0002355784,0.0002108287],"domain_scores_gemma":[0.9991253,0.000007623469,0.00009770212,0.0001760274,0.0005722256,0.00002114782],"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":[0.00001181894,0.0002287929,0.02771105,0.00004781632,0.0000286653,0.000005210619,0.001295288,0.00002022305,0.0004611373,0.9648836,0.001330603,0.003975816],"study_design_scores_gemma":[0.006337252,0.001012858,0.223306,0.0005670435,0.0002605831,0.0000403693,0.1216213,0.04098134,0.0004692237,0.05177444,0.5505951,0.003034563],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.558784,0.00001788066,0.04670905,0.001048428,0.001733018,0.0004925413,0.000003729172,0.00039588,0.3908154],"genre_scores_gemma":[0.9952517,1.650146e-7,0.0007740597,0.002320048,0.0006217437,0.00002468372,0.00008169906,0.00002139293,0.0009045776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9131091,"threshold_uncertainty_score":0.9996171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2116721563","doi":"10.2307/30036527","title":"The Identity Crisis Within the IS Discipline: Defining and Communicating the Discipline’s Core Properties1","year":2003,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":1498,"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","funders":"","keywords":"Identity (music); Core (optical fiber); Identity crisis; Discipline; Sociology; Public relations; Epistemology; Business; Engineering ethics; Knowledge management; Political science; Engineering; Social science; Computer science; Aesthetics; Telecommunications; Philosophy; Face (sociological concept)","retraction":null,"screen_n_in":null,"score":{"opus":0.03930397697213596,"gpt":0.3512738885577469,"spread":0.3119699115856109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003324577,0.00008681069,0.00008528444,0.00001025509,0.006743413,0.0008538292,0.0004654349,0.00003229087,0.00004001259],"category_scores_gemma":[0.0001309357,0.00003807419,0.000042486,0.0001961205,0.0004027028,0.0005399611,0.00003649425,0.0001413314,0.00002787738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000372116,"about_ca_system_score_gemma":0.00005618226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00190728,"about_ca_topic_score_gemma":0.008174647,"domain_scores_codex":[0.9985317,0.0004361918,0.0003774879,0.0000930989,0.0003480155,0.0002135033],"domain_scores_gemma":[0.9989179,0.0003063713,0.0002580106,0.0003775963,0.0001030221,0.00003710081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000541319,0.000004747002,0.001063765,0.00000609801,0.00001569447,5.675397e-8,0.6082595,0.000001340671,0.00001133136,0.3809656,0.003844792,0.005821686],"study_design_scores_gemma":[0.0001456305,0.00005082211,0.001031517,0.00001638313,0.00001590837,0.000001899217,0.9293894,0.0002301008,0.00002011477,0.01968318,0.04932462,0.0000904452],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9090304,0.001307209,0.001419815,0.04787599,0.0008931365,0.00124734,0.00003218041,0.00008658656,0.03810732],"genre_scores_gemma":[0.9985235,0.00003292917,0.0001004214,0.0006287068,0.00005669217,0.00004816051,0.000003696161,0.000006636625,0.000599283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3612824,"threshold_uncertainty_score":0.9945497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1528830218","doi":"10.2307/3250980","title":"Factors That Influence the Social Dimension of Alignment Between Business and Information Technology Objectives1","year":2000,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":1397,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Dimension (graph theory); Business; Knowledge management; Information technology; Marketing; Information system; Process management; Industrial organization; Computer science; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.008666613512053029,"gpt":0.2080108556502118,"spread":0.1993442421381588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009711638,0.0001158171,0.0001477788,0.0001653223,0.0002407653,0.00008083195,0.0001684632,0.0001280894,0.00005436902],"category_scores_gemma":[0.00001084982,0.00007973376,0.00002527831,0.0004230531,0.000163483,0.002651161,0.00001687088,0.00009842951,0.00005639985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001444523,"about_ca_system_score_gemma":0.00001024578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003461431,"about_ca_topic_score_gemma":0.00001826974,"domain_scores_codex":[0.9993499,0.000004141202,0.0002475631,0.00007968327,0.000166428,0.000152293],"domain_scores_gemma":[0.9995,0.000014981,0.0002453003,0.0001257316,0.000110386,0.000003545849],"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":[0.00006452965,0.00005338553,0.3171794,0.0002661552,0.00009676675,0.000001257836,0.009787386,0.00002719057,0.0006335477,0.05889113,0.001035709,0.6119636],"study_design_scores_gemma":[0.0003818007,0.00003762314,0.9729831,0.00002494087,0.00002826561,8.766527e-7,0.007550677,0.0000577936,0.0005922471,0.00331018,0.01488197,0.0001505036],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951396,0.00001470456,0.0001057604,0.001251948,0.00003242816,0.0001560969,0.000005501564,0.00008498427,0.003208976],"genre_scores_gemma":[0.9996149,0.000005132157,0.00001004071,0.0002774523,0.00003594653,0.000009628308,0.00001880758,0.000003976363,0.00002409244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6558037,"threshold_uncertainty_score":0.3251448,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3144406692","doi":"10.2307/25148760","title":"The Effects of Personalization and Familiarity on Trust and Adoption of Recommendation Agents1","year":2006,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":1300,"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; Memorial University of Newfoundland","funders":"McKnight Foundation","keywords":"Personalization; Business; Knowledge management; Marketing; Recommender system; Computer science; Psychology; World Wide Web","retraction":null,"screen_n_in":null,"score":{"opus":0.02856968952116189,"gpt":0.313434840625595,"spread":0.2848651511044331,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005275466,0.00006192698,0.0001092946,0.0001036902,0.0001083895,0.00003367693,0.00009320604,0.00007548711,0.00001476011],"category_scores_gemma":[0.0001358959,0.00004164207,0.0000263283,0.0001846818,0.0001243549,0.00009473746,0.000006989345,0.00005841997,0.000004574835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008708902,"about_ca_system_score_gemma":0.000006004744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006935489,"about_ca_topic_score_gemma":0.00008032646,"domain_scores_codex":[0.9991452,0.0001148386,0.0002797541,0.0001620251,0.000228768,0.00006941534],"domain_scores_gemma":[0.9991652,0.0003725698,0.0001914369,0.0001585697,0.00009488043,0.00001737004],"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":[0.00008968617,0.0001867359,0.3933574,0.00003581418,0.000009666721,9.748713e-7,0.001640757,0.000001230135,0.01209564,0.01210601,0.003516702,0.5769594],"study_design_scores_gemma":[0.0004470277,0.0004814257,0.989149,0.000016852,0.00001184262,0.00000206668,0.001282718,0.0005691057,0.001091117,0.00559206,0.001305785,0.00005101734],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969748,0.00009153104,0.001956451,0.0005061036,0.0001103103,0.0001226371,0.000007789981,0.00001582936,0.0002145887],"genre_scores_gemma":[0.999551,0.00002332514,0.0001219081,0.00002655771,0.000009546525,0.000004464483,0.000008667893,0.000002906629,0.000251615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5957916,"threshold_uncertainty_score":0.1698114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1592478671","doi":"10.2307/25148692","title":"A Multilevel Model of Resistance to Information Technology Implementation1","year":2005,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":1299,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal; McGill University","funders":"","keywords":"Resistance (ecology); Information technology; Multilevel model; Knowledge management; Computer science; Information system; Business; Engineering; Operating system","retraction":null,"screen_n_in":null,"score":{"opus":0.02024938751712671,"gpt":0.3326005332891647,"spread":0.312351145772038,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004208513,0.00005709012,0.00008953123,0.0002110124,0.000223916,0.00004422781,0.0001392964,0.00004547239,0.0001458775],"category_scores_gemma":[0.00003675729,0.00006042843,0.00002541887,0.0002600925,0.00004447555,0.001159652,0.000004980194,0.00003033764,0.0001271314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001020858,"about_ca_system_score_gemma":0.00008491815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002110775,"about_ca_topic_score_gemma":0.002034163,"domain_scores_codex":[0.9990101,0.00002952458,0.0004651564,0.00005716347,0.0002601911,0.0001778217],"domain_scores_gemma":[0.999365,0.0000192874,0.0001943005,0.0001146684,0.0002599824,0.00004680213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003271353,0.00001571438,0.0001680155,0.0000255923,0.0000103281,2.742633e-8,0.4090724,0.0002755829,0.0009429071,0.3501471,0.008537291,0.2307724],"study_design_scores_gemma":[0.00128524,0.0002155349,0.0005248365,0.00004107925,0.00001269827,4.287435e-7,0.3836465,0.004792562,0.003687508,0.008393813,0.5970882,0.0003115644],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4352191,0.00001392219,0.4953783,0.01081328,0.0002127545,0.001287247,0.0002289768,0.0001811982,0.05666514],"genre_scores_gemma":[0.983379,0.000001230598,0.01537219,0.0003512738,0.00004632172,0.00005602349,0.000022234,0.000002840177,0.0007689032],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5885509,"threshold_uncertainty_score":0.24642,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1491477619","doi":"10.2307/23044052","title":"Competing Perspectives on the Link between Strategic Information Technology Alignment and Organizational Agility: Insights from a Mediation Model1","year":2011,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":1154,"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":"Mediation; Knowledge management; Information technology; Business; Information system; Link (geometry); Process management; Computer science; Engineering; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.01615317921569492,"gpt":0.1843583021895875,"spread":0.1682051229738926,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000109208,0.0001311507,0.0001220149,0.0002132943,0.0002416164,0.0001455416,0.000182717,0.0001407809,0.0001430512],"category_scores_gemma":[0.00003200707,0.00009814593,0.00001997163,0.000316025,0.00009409688,0.001330585,0.00002147349,0.0001658018,0.0002189181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003275729,"about_ca_system_score_gemma":0.00001862884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001918427,"about_ca_topic_score_gemma":0.00003196959,"domain_scores_codex":[0.9992372,0.000008684835,0.0002931277,0.000134685,0.0001935358,0.0001327665],"domain_scores_gemma":[0.9993238,0.00003263279,0.0002851941,0.0001770155,0.0001743073,0.000007035665],"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":[0.00001601801,0.00001681111,0.005672042,0.0000170729,0.00004102095,8.402814e-7,0.01206659,0.00000585744,0.00007499147,0.9690084,0.00006001649,0.01302029],"study_design_scores_gemma":[0.001122548,0.0002126365,0.04014873,0.00006613322,0.00006693162,0.000001673699,0.2112681,0.01455106,0.0005903522,0.7288113,0.002650544,0.0005099892],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731807,0.00003747934,0.001764084,0.003266455,0.00006228408,0.0002126233,0.00001005658,0.0001859631,0.0212804],"genre_scores_gemma":[0.9989539,0.000005383459,0.0001847281,0.0004289452,0.0002995791,0.00001836062,0.00009772587,0.000006422818,0.000004949572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2401972,"threshold_uncertainty_score":0.4002275,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1511558225","doi":"10.2307/25148784","title":"E-Commerce Product Recommendation Agents: Use, Characteristics, and Impact1","year":2007,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":1055,"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","funders":"","keywords":"Business; Product (mathematics); E-commerce; Marketing; Knowledge management; Industrial organization; Process management; Risk analysis (engineering); Commerce; Computer science; World Wide Web","retraction":null,"screen_n_in":null,"score":{"opus":0.1225078914290355,"gpt":0.3895630786254148,"spread":0.2670551871963794,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00198496,0.0001431015,0.0002065249,0.0003191389,0.0001571007,0.0002829894,0.0002839843,0.0001110742,0.0007212691],"category_scores_gemma":[0.0005591641,0.0001163635,0.00004869663,0.0003551215,0.00009385082,0.0005746957,0.00002164517,0.0002061251,0.0003742635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003270371,"about_ca_system_score_gemma":0.00001509671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005161938,"about_ca_topic_score_gemma":0.00008890926,"domain_scores_codex":[0.9982852,0.00009065283,0.0005666998,0.0004438828,0.0003285119,0.0002850582],"domain_scores_gemma":[0.9986948,0.0002647447,0.0002232238,0.0004955389,0.0001869465,0.0001347538],"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":[0.00002776925,0.00006990191,0.3107427,0.000001278201,0.00000595723,0.000007681656,0.0009724362,1.384155e-8,0.001062615,0.0002117667,0.01614357,0.6707543],"study_design_scores_gemma":[0.0002435671,0.0001486666,0.8965816,0.000004983301,0.000007900547,0.0000273755,0.0009709011,0.00002838319,0.0001632975,0.0005172551,0.1011735,0.0001324757],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890475,0.00001633288,0.005482319,0.00418201,0.0004748334,0.0001596618,0.00002828981,0.0001309115,0.0004781624],"genre_scores_gemma":[0.9960936,0.000005565985,0.0009997174,0.0007029474,0.00007806284,0.000003426405,0.00002620834,0.00001139577,0.002079028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6706218,"threshold_uncertainty_score":0.789739,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3143898318","doi":"10.2307/20650323","title":"Interpretation of Formative Measurement in Information Systems Research1","year":2009,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":1006,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; University of British Columbia","funders":"","keywords":"Formative assessment; Interpretation (philosophy); Information system; Knowledge management; Computer science; Epistemology; Data science; Engineering; Management science; Sociology; Psychology; Mathematics education; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.01611300103233624,"gpt":0.2730627692501188,"spread":0.2569497682177825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006837252,0.0000523436,0.00009985379,0.0002046457,0.00002099422,0.00008798508,0.0002424914,0.00002634726,6.478419e-7],"category_scores_gemma":[0.00005051819,0.00004670857,0.00002238133,0.000334556,0.000009033518,0.0009771676,0.000005085326,0.00009867448,0.00002460432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006255566,"about_ca_system_score_gemma":0.00004787244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007076572,"about_ca_topic_score_gemma":0.00001017444,"domain_scores_codex":[0.9990282,0.00008272783,0.0002993862,0.00006764475,0.0004010792,0.0001209834],"domain_scores_gemma":[0.9994067,0.00001984875,0.0001107949,0.000169215,0.0002645681,0.00002888923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003068126,0.0001352112,0.0002868607,0.0001109291,0.00001477017,0.000002759026,0.08801678,0.005713314,0.0007238561,0.0280132,0.0006034887,0.8763481],"study_design_scores_gemma":[0.0003042058,0.0008708576,0.005205274,0.0001599699,0.000001559686,0.000001927952,0.001603725,0.989723,0.0001099097,0.0016166,0.0003296536,0.00007329761],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08343346,0.0001082734,0.9082052,0.002747038,0.0001647929,0.0002298526,0.000002190905,0.00008113747,0.005028066],"genre_scores_gemma":[0.9985559,0.000001130088,0.001367979,0.00004439825,0.000009841609,0.000002270155,0.000002792553,9.407333e-7,0.00001476453],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9840097,"threshold_uncertainty_score":0.190472,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3150778347","doi":"10.2307/30036550","title":"Rigor in Information Systems Positivist Case Research: Current Practices, Trends, and Recommendations1","year":2003,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":960,"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":"Positivism; Information system; Knowledge management; Current (fluid); Sociology; Management science; Engineering ethics; Business; Process management; Computer science; Political science; Epistemology; Engineering; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.1285134941027068,"gpt":0.4595698274572076,"spread":0.3310563333545008,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004355249,0.00006850975,0.00009496052,0.0003796976,0.0007228456,0.0005591026,0.00005797905,0.00004553694,0.000104232],"category_scores_gemma":[0.0002772297,0.00006830088,0.00001546962,0.0005601471,0.00007621486,0.00267147,0.000003682945,0.0001458584,0.00006603402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001763614,"about_ca_system_score_gemma":0.0001054767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009983539,"about_ca_topic_score_gemma":0.004988859,"domain_scores_codex":[0.9977691,0.001098274,0.0004433983,0.00009190344,0.000335229,0.0002621141],"domain_scores_gemma":[0.9990087,0.0002412592,0.0003285813,0.0001064344,0.0002318352,0.00008317858],"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":[0.00001772572,0.00004661136,0.001140567,0.00007546663,0.000008877709,0.00001018398,0.2714735,0.000001802759,0.000004725266,0.3530717,0.008561121,0.3655878],"study_design_scores_gemma":[0.0003915775,0.00009874555,0.0004091218,0.00002917878,0.000003316838,0.00006496393,0.2510366,0.00009609753,0.000002727155,0.0002649698,0.7475144,0.00008831717],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5228817,0.0008412775,0.004063348,0.006275857,0.003570142,0.002623794,0.0002218183,0.0001766338,0.4593455],"genre_scores_gemma":[0.9993682,0.0000291752,0.00009193035,0.00002912428,0.00006725886,0.0000757423,0.0000625396,0.000003243384,0.0002728134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7389533,"threshold_uncertainty_score":0.9966091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2102567586","doi":"10.2307/25148693","title":"Understanding User Responses to Information Technology: A Coping Model of User Adaptation1","year":2005,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":830,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Concordia University","funders":"","keywords":"Adaptation (eye); Knowledge management; Computer science; Coping (psychology); Information system; Human–computer interaction; Process management; Business; Psychology; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.2246655808201428,"gpt":0.3741150930086746,"spread":0.1494495121885318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000798074,0.0001235469,0.0002134214,0.001455499,0.0001420409,0.0001054562,0.0005338637,0.0002008328,0.0001065923],"category_scores_gemma":[0.0004082602,0.0001084609,0.00006445898,0.001064628,0.00009882739,0.001045465,0.00002978113,0.0001555255,0.0004626577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001167147,"about_ca_system_score_gemma":0.00007869078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006832028,"about_ca_topic_score_gemma":0.0000731953,"domain_scores_codex":[0.9982042,0.00005175509,0.0007059161,0.0002237745,0.000594448,0.0002198601],"domain_scores_gemma":[0.9987336,0.0001589943,0.0002454359,0.0005205183,0.0002719306,0.00006956984],"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":[0.001045175,0.0004415011,0.1131655,0.00002874235,0.00009319798,0.000008296359,0.06289016,0.02266299,0.0354759,0.3982461,0.0987693,0.2671731],"study_design_scores_gemma":[0.008199517,0.003827688,0.1355317,0.0004071275,0.0001649078,0.0001068961,0.2159491,0.2036483,0.0169945,0.2186129,0.193724,0.002833364],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6014917,0.000007662154,0.390626,0.007263051,0.00005454402,0.0001429924,0.00001754378,0.0001458285,0.0002506768],"genre_scores_gemma":[0.9699591,0.00000104419,0.0284069,0.0005463634,0.00001087233,0.00001949341,0.000002314219,0.000007068429,0.00104683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3684675,"threshold_uncertainty_score":0.5946683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1570850622","doi":"10.2307/25750701","title":"The Other Side of Acceptance: Studying the Direct and Indirect Effects of Emotions on Information Technology Use1","year":2010,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":733,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Concordia University","funders":"","keywords":"Technology acceptance model; Business; Information technology; Knowledge management; Marketing; Psychology; Computer science; Human–computer interaction; Usability","retraction":null,"screen_n_in":null,"score":{"opus":0.0282572590160206,"gpt":0.3202553316028239,"spread":0.2919980725868033,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00104194,0.0000941509,0.0001827434,0.0003091767,0.0002616483,0.0000675105,0.00059732,0.0001543833,0.000023627],"category_scores_gemma":[0.0009260988,0.0000474237,0.00005324792,0.0006250449,0.0004221813,0.0002034118,0.0000277177,0.0002918007,0.00003453542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000582528,"about_ca_system_score_gemma":0.00001946913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001995797,"about_ca_topic_score_gemma":0.0002967393,"domain_scores_codex":[0.9988264,0.0001039348,0.0004207124,0.0001389513,0.0003721785,0.0001378127],"domain_scores_gemma":[0.9977022,0.00113377,0.0003320831,0.000660796,0.0001497057,0.00002146468],"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":[0.00003144815,0.0001005192,0.06648505,0.000008292937,0.00003318843,8.872112e-7,0.005921612,0.000002150084,0.02246365,0.008565579,0.0009454365,0.8954422],"study_design_scores_gemma":[0.0007361812,0.0007897948,0.9327616,0.00003657155,0.00003289292,0.00001119736,0.0102412,0.00008349308,0.02864351,0.01074145,0.01577766,0.0001444344],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962072,0.00004879696,0.0002632058,0.001681717,0.0003350434,0.0002703039,0.000006932274,0.00006353105,0.001123251],"genre_scores_gemma":[0.9995741,0.000004620893,0.000170325,0.00006846391,0.00001098021,0.00002432544,2.633723e-7,0.000004497285,0.0001424858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8952978,"threshold_uncertainty_score":0.2012413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2157030752","doi":"10.2307/20650308","title":"Exploring Human Images in Website Design: A Multi-Method Approach1","year":2009,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Color perception and design","field":"Psychology","cited_by":626,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University; Simon Fraser University","funders":"","keywords":"Computer science; Human–computer interaction; Knowledge management; World Wide Web; Data science; Computer vision","retraction":null,"screen_n_in":null,"score":{"opus":0.3265836195056589,"gpt":0.4081114301498578,"spread":0.08152781064419895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006138767,0.0001930512,0.0002502807,0.0002693715,0.0000891615,0.00005978236,0.0001966424,0.0001004372,0.001389278],"category_scores_gemma":[0.000008238881,0.0001973371,0.00009292721,0.0002559585,0.0000284201,0.0002084472,0.000003696676,0.0002436923,0.001103693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005099514,"about_ca_system_score_gemma":0.00001052988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001582315,"about_ca_topic_score_gemma":0.00004638404,"domain_scores_codex":[0.9981934,0.0004944365,0.0003372766,0.0004502489,0.0001289076,0.0003957404],"domain_scores_gemma":[0.9993356,0.0000820668,0.0000611585,0.0003923106,0.00002569407,0.000103204],"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":[0.0003179386,0.001620068,0.001636847,0.000015334,0.00003397694,0.0002711932,0.09790982,0.00004900526,0.1327879,0.00139954,0.009748119,0.7542103],"study_design_scores_gemma":[0.007010856,0.004425828,0.9585248,0.00006655057,0.00003833562,0.00009233998,0.01959321,0.001357619,0.001123156,0.001317022,0.005361489,0.001088773],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5059814,0.0001563431,0.4698638,0.0006181379,0.0004260455,0.0007513088,0.000005313751,0.0004044758,0.02179313],"genre_scores_gemma":[0.9522195,0.000001997805,0.04296334,0.0004630584,0.0001360677,0.0001597484,0.00000649913,0.00002342186,0.004026371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.956888,"threshold_uncertainty_score":0.9996741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W52089428","doi":"10.2307/23042809","title":"An Odyssey into Virtual Worlds: Exploring the Impacts of Technological and Spatial Environments on Intention to Purchase Virtual Products1","year":2011,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":590,"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":"Metaverse; Virtual reality; Business; Technological change; Marketing; Computer science; Human–computer interaction","retraction":null,"screen_n_in":null,"score":{"opus":0.03990689156135812,"gpt":0.2576814067270211,"spread":0.217774515165663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004308533,0.000173842,0.0001665039,0.0001598862,0.0001483258,0.00008900881,0.000745896,0.00005899736,0.00001084987],"category_scores_gemma":[0.00007802325,0.0001221958,0.00003805527,0.0003080204,0.0001795542,0.0005591255,0.00008297712,0.0001644848,0.00005267235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004623961,"about_ca_system_score_gemma":0.00001940955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006317337,"about_ca_topic_score_gemma":0.0001181866,"domain_scores_codex":[0.998574,0.00009247266,0.0002913993,0.0004718802,0.0002983688,0.0002718992],"domain_scores_gemma":[0.9987024,0.00003747889,0.0001018841,0.0009202793,0.0000282961,0.0002096671],"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":[0.00006480096,0.0004188427,0.0001360601,0.000003888008,0.00001360208,0.000002843676,0.0154361,0.000005241729,0.07248111,0.01866566,0.00002307599,0.8927488],"study_design_scores_gemma":[0.003326804,0.09387958,0.4279996,0.0003911026,0.00009471331,0.00009444029,0.0242135,0.01583244,0.3948012,0.02399806,0.01306599,0.002302543],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7454798,0.000008498848,0.2533791,0.000631625,0.00006010922,0.0003017623,0.000003800645,0.00005860104,0.00007675301],"genre_scores_gemma":[0.9975672,0.000006905306,0.002102653,0.0001649726,0.00002882227,0.00009128175,0.000003453969,0.000009701042,0.00002501252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8904462,"threshold_uncertainty_score":0.4982999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3125756404","doi":"10.2307/25148804","title":"The Effects of Presentation Formats and Task Complexity on Online Consumers’ Product Understanding1","year":2007,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":576,"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","funders":"","keywords":"Presentation (obstetrics); Task (project management); Product (mathematics); Computer science; Marketing; Knowledge management; Business; Engineering; Mathematics; Systems engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.03695171198970272,"gpt":0.2777161693567863,"spread":0.2407644573670836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003134648,0.0001010712,0.0001037872,0.0001168636,0.0002693521,0.0001650515,0.0001030408,0.00002259705,0.00001999794],"category_scores_gemma":[0.0000387231,0.00007840082,0.00003728031,0.0001550894,0.0001657305,0.0003286819,0.00001019944,0.00007565157,0.00003171134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001756265,"about_ca_system_score_gemma":0.000006148065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002247417,"about_ca_topic_score_gemma":0.0005660723,"domain_scores_codex":[0.9992,0.00001346989,0.0002641809,0.0001662486,0.000197837,0.0001582388],"domain_scores_gemma":[0.999351,0.000151617,0.0001920236,0.0001928453,0.000100111,0.00001245715],"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":[0.0002904842,0.0003068343,0.03613279,0.0005467986,0.00005109886,0.000004568386,0.0008627961,1.971171e-7,0.01583749,0.01387219,0.002743595,0.9293512],"study_design_scores_gemma":[0.001183144,0.00004111153,0.9833924,0.00008311151,0.000096526,0.00000292142,0.002035875,0.0001955432,0.0009075086,0.00241105,0.009470986,0.0001798227],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997733,0.0001956816,0.0002749767,0.0005239688,0.0003981581,0.0003939859,0.000003408668,0.00004608338,0.0004307186],"genre_scores_gemma":[0.9995344,0.0000159692,0.00002384122,0.0001237296,0.00008116849,0.00000485802,0.00004055652,0.000008372721,0.0001671154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9472596,"threshold_uncertainty_score":0.3197092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W151790077","doi":"10.25300/misq/2013/37.3.07","title":"Critical Realism and Affordances: Theorizing IT-Associated Organizational Change Processes1","year":2013,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":572,"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; Underpinning; Critical realism (philosophy of perception); Generative grammar; Realism; Epistemology; Task (project management); Organizational change; Sociology; Psychology; Cognitive science; Cognitive psychology; Political science; Philosophy; Engineering; Public relations; Linguistics","retraction":null,"screen_n_in":null,"score":{"opus":0.1240907762452001,"gpt":0.3815202340558381,"spread":0.2574294578106381,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00129393,0.0001758717,0.0003352045,0.0001978072,0.0003395847,0.001202652,0.0004496093,0.0000990365,0.002188893],"category_scores_gemma":[0.003406414,0.0001261815,0.00005797712,0.0008194277,0.0001167341,0.0009350808,0.00004469489,0.0001111423,0.0006798839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002800761,"about_ca_system_score_gemma":0.00004473204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002780309,"about_ca_topic_score_gemma":0.0002177072,"domain_scores_codex":[0.996962,0.000197487,0.0007048218,0.0005504367,0.001243297,0.0003420042],"domain_scores_gemma":[0.9959067,0.002224755,0.0001942019,0.0003781308,0.001106224,0.0001900008],"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":[0.00004328545,0.0003829856,0.02362074,0.00008204266,0.00006658552,0.00006048291,0.06118716,0.000002366312,0.003146325,0.4555757,0.1674874,0.2883449],"study_design_scores_gemma":[0.0006504816,0.0003966684,0.05494112,0.0001784112,0.00001368626,0.00006410752,0.01741277,0.006380641,0.00002674877,0.901327,0.01811265,0.0004957648],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.835309,0.003483647,0.09314314,0.02272871,0.002882459,0.001966897,0.0001398748,0.0005447764,0.03980151],"genre_scores_gemma":[0.9964919,0.000001792385,0.001198202,0.0009009447,0.0002843997,0.00005241587,0.000003854729,0.00001804545,0.001048447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4457512,"threshold_uncertainty_score":0.9998342,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W175596535","doi":"10.2307/41409972","title":"Integrating Technology Addiction and Use: an Empirical Investigation of Online Auction Users1","year":2011,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":542,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Thunder Bay Regional Research Institute; Lakehead University","funders":"","keywords":"Business; Empirical research; Internet privacy; Marketing; Advertising; Knowledge management; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.1587070575048978,"gpt":0.3811154323531172,"spread":0.2224083748482194,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005174034,0.0001139482,0.0001949458,0.0006826494,0.00009794712,0.00004378672,0.0002519195,0.0002988897,0.0001311128],"category_scores_gemma":[0.0002964908,0.00009183419,0.00003633387,0.0007539204,0.0003255418,0.0007019695,0.00001725118,0.0002407246,0.00001957645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001942552,"about_ca_system_score_gemma":0.00003126768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001193105,"about_ca_topic_score_gemma":0.0004929577,"domain_scores_codex":[0.9985436,0.0001297652,0.0005311713,0.0003674724,0.0002904032,0.0001375775],"domain_scores_gemma":[0.9988884,0.00007874353,0.0002681524,0.0004171953,0.0002719165,0.00007556536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000283169,0.00009813665,0.8238359,0.00000108908,0.000007627943,0.00000279576,0.00510237,4.119458e-7,0.009307749,0.0007677649,0.0004700363,0.1603778],"study_design_scores_gemma":[0.0002839388,0.001041025,0.9727325,0.00001594317,0.00001866155,0.00003554555,0.01008122,0.001115795,0.002318923,0.01176535,0.0004762051,0.000114841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929339,0.00002513175,0.005909028,0.0006282785,0.0001604931,0.0000970453,0.00001599203,0.0002023027,0.00002781395],"genre_scores_gemma":[0.979932,0.00000200492,0.01985547,0.00007427823,0.00001649329,0.000006654252,0.0000133781,0.00000797569,0.00009174737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1602629,"threshold_uncertainty_score":0.3744889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3123811346","doi":"10.25300/misq/2017/41.4.01","title":"Toward Meaningful Engagement: A Framework for Design and Research of Gamified Information Systems1","year":2017,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Educational Games and Gamification","field":"Psychology","cited_by":517,"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":"Human–computer interaction; Computer science; Data science; User engagement; Knowledge management; World Wide Web","retraction":null,"screen_n_in":null,"score":{"opus":0.2259542110103548,"gpt":0.4424845505419036,"spread":0.2165303395315488,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001862192,0.00007207331,0.0001253014,0.0001147487,0.0002663867,0.0001447614,0.0002415983,0.0001073834,0.00007145905],"category_scores_gemma":[0.0002943148,0.00006913311,0.00003216202,0.00004742106,0.00009022664,0.0002406433,0.000008209756,0.0001429186,0.00006767003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002249174,"about_ca_system_score_gemma":0.00003399615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001444736,"about_ca_topic_score_gemma":0.000002220503,"domain_scores_codex":[0.9990473,0.000152502,0.0002759191,0.0001488801,0.0001890447,0.0001863371],"domain_scores_gemma":[0.998362,0.0005711867,0.0002356076,0.0004861179,0.0002953528,0.00004973606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002515792,0.0001229854,0.0007037788,0.0003384359,0.00009532018,5.018433e-7,0.1919984,0.000002541927,0.0005349423,0.6528834,0.00856222,0.144506],"study_design_scores_gemma":[0.004915785,0.006433051,0.3289204,0.00101342,0.0001521783,0.00002832461,0.2250656,0.002584942,0.001223636,0.2401155,0.1886192,0.0009279276],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3567473,0.0004585966,0.6239724,0.004315002,0.001257152,0.002257323,0.00004146959,0.00004937298,0.01090144],"genre_scores_gemma":[0.9832469,0.000004501133,0.01578319,0.00004027858,0.0001243005,0.0003014671,0.00001705412,0.000008426804,0.0004738633],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6264996,"threshold_uncertainty_score":0.2819166,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1585189676","doi":"10.25300/misq/2013/37.2.09","title":"How a Firm’s Competitive Environment and Digital Strategic Posture Influence Digital Business Strategy1","year":2013,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":516,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Business; Business environment; Competitive advantage; Industrial organization; Marketing; Class (philosophy); Business administration; Computer science; Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.009037511607996035,"gpt":0.1716937400898467,"spread":0.1626562284818506,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005346415,0.000276985,0.0001941186,0.000166075,0.0001537445,0.005264926,0.0001919248,0.00006786852,0.000164526],"category_scores_gemma":[0.00001082604,0.0002432178,0.00003966333,0.0003247129,0.0001179742,0.003688363,0.0000606809,0.0001235014,0.00118863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002804582,"about_ca_system_score_gemma":0.00001116035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005111761,"about_ca_topic_score_gemma":0.00001435403,"domain_scores_codex":[0.9988132,0.000004267566,0.0002362708,0.0003738612,0.0002512589,0.0003212113],"domain_scores_gemma":[0.99935,0.00001522605,0.0001540999,0.0002194835,0.0002363031,0.00002489614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00009465896,0.001198644,0.05874059,0.001113206,0.0002956656,0.0001336347,0.001332461,0.00001766212,0.002635567,0.7863386,0.009460906,0.1386383],"study_design_scores_gemma":[0.003889023,0.000430075,0.6694399,0.0002788129,0.0001140826,0.00002594507,0.0605691,0.002812462,0.0000181407,0.03987996,0.2199819,0.00256059],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8144127,0.00005450505,0.0001128669,0.00255937,0.0001188184,0.0004894856,0.00001483423,0.0001323492,0.1821051],"genre_scores_gemma":[0.9960304,0.000001730373,0.00002544937,0.0006551908,0.0003079325,0.00004296974,0.0001289029,0.00002447607,0.002782878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7464587,"threshold_uncertainty_score":0.9995891,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2099096472","doi":"10.2307/25148659","title":"Business Competence of Information Technology Professionals: Conceptual Development and Influence on IT–Business Partnerships1","year":2004,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":514,"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; McGill University","funders":"","keywords":"Business; Knowledge management; Information technology; Competence (human resources); Information system; Process management; Management; Engineering; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.01339274588638504,"gpt":0.2238891205342649,"spread":0.2104963746478798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001640406,0.0001747935,0.0002122694,0.0003970641,0.0001768392,0.00008155147,0.0002524954,0.0001749267,0.00002006529],"category_scores_gemma":[0.0001014937,0.0001526535,0.00001639855,0.0009207019,0.0002873664,0.002639438,0.00003325998,0.0001527664,0.0002163888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003404475,"about_ca_system_score_gemma":0.0001256887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008952567,"about_ca_topic_score_gemma":0.00005382806,"domain_scores_codex":[0.9988477,0.000003688388,0.000510448,0.0001414479,0.0002614102,0.0002353285],"domain_scores_gemma":[0.9986803,0.00001702191,0.0004685078,0.0001873076,0.0006371099,0.000009745514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001746722,0.0002552832,0.008635798,0.0008430369,0.00004652192,0.0000125677,0.006249482,0.0006608525,0.0007697806,0.8790331,0.0009919159,0.102327],"study_design_scores_gemma":[0.009469357,0.0004349436,0.6470097,0.003242916,0.00007705796,0.00005465253,0.0875804,0.000482469,0.01030265,0.03477798,0.2043773,0.002190501],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916208,0.00002417957,0.001387951,0.003586388,0.0001176658,0.0002305446,0.000002774911,0.0001458998,0.002883751],"genre_scores_gemma":[0.9973407,0.000002957788,0.000746373,0.001767264,0.0000382451,0.00004097978,0.00003160823,0.000006245244,0.00002566108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8442551,"threshold_uncertainty_score":0.622503,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2394964827","doi":"10.2307/20721419","title":"The Formation and Value of IT-Enabled Resources: Antecedents and Consequences of Synergistic Relationships1","year":2010,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":513,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Value (mathematics); Knowledge management; Business; Industrial organization; Marketing; Computer science; Mathematics; Statistics","retraction":null,"screen_n_in":null,"score":{"opus":0.01353229113937657,"gpt":0.225278005406328,"spread":0.2117457142669515,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005126925,0.00006903591,0.00009513121,0.0001253576,0.0001984567,0.0001255439,0.00009445283,0.00003372195,0.00001616241],"category_scores_gemma":[0.0001081586,0.00005001897,0.0000159593,0.0002096156,0.0001924093,0.0003115347,0.00001901183,0.00007328794,0.000008798004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003140082,"about_ca_system_score_gemma":0.000004883053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000882873,"about_ca_topic_score_gemma":0.0002341904,"domain_scores_codex":[0.9993806,0.00001271428,0.0002985529,0.00009012307,0.0001278677,0.000090076],"domain_scores_gemma":[0.9993628,0.00008030907,0.0002559553,0.0001279501,0.0001676942,0.000005326619],"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":[0.00004187863,0.0000397552,0.006925245,0.0004679595,0.00002910579,0.000001036297,0.00193224,0.000001299074,0.0158726,0.9599472,0.001187052,0.01355464],"study_design_scores_gemma":[0.007432466,0.0005720064,0.2003869,0.001129684,0.0006397484,0.0000232605,0.1124537,0.08004153,0.005130198,0.2929056,0.2976961,0.001588905],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9429213,0.00005117001,0.0002744803,0.001091797,0.0001770338,0.0001718017,0.000001283052,0.00001810516,0.05529307],"genre_scores_gemma":[0.9993682,0.000003777471,0.00009108214,0.0001226829,0.00006922317,0.000006706195,0.000004879616,0.000004736751,0.0003287375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6670416,"threshold_uncertainty_score":0.2039714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4251458279","doi":"10.2307/20650303","title":"Why Break the Habit of a Lifetime? Rethinking the Roles of Intention, Habit, and Emotion in Continuing Information Technology use1","year":2009,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":511,"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":"Habit; Psychology; Social psychology; Information technology; Public relations; Knowledge management; Business; Political science; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.02012375851739796,"gpt":0.2898960068559814,"spread":0.2697722483385835,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001764971,0.00009638133,0.0002145394,0.0005464987,0.00008778483,0.00007417809,0.0005354427,0.0001704746,0.0000238111],"category_scores_gemma":[0.0005032304,0.00005575348,0.00005949022,0.0008264313,0.0003041462,0.0004600701,0.00002609226,0.0002664652,0.000008700435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000129419,"about_ca_system_score_gemma":0.00001301273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000557375,"about_ca_topic_score_gemma":0.0006177974,"domain_scores_codex":[0.9984186,0.0001368849,0.0007729419,0.0001527548,0.0003800435,0.0001387304],"domain_scores_gemma":[0.9985627,0.0001896744,0.0004833849,0.0004491562,0.0002985735,0.00001648962],"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":[0.00006823676,0.0001098738,0.2105559,0.000008137911,0.00001311322,0.000001680538,0.05111841,0.00001484252,0.008720115,0.01775968,0.001808523,0.7098215],"study_design_scores_gemma":[0.0007418003,0.0005612585,0.818072,0.0001408505,0.00001999738,0.00004217529,0.04277325,0.001437996,0.001674826,0.1322955,0.002119339,0.0001210117],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747834,0.0001381771,0.005277421,0.01935794,0.00006312466,0.0001981864,0.000003956494,0.0000508165,0.0001269979],"genre_scores_gemma":[0.9991049,0.00000667287,0.0005240284,0.0003224066,0.000005946803,0.000005567402,0.000001411499,0.000002587483,0.00002650657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7097005,"threshold_uncertainty_score":0.2273561,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2129644018","doi":"10.2307/25148815","title":"Toward a Deeper Understanding of System Usage in Organizations: A Multilevel Perspective1","year":2007,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":492,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Critical Systems Labs; University of British Columbia","funders":"H2020 European Research Council","keywords":"Perspective (graphical); Knowledge management; Multilevel model; Business; Sociology; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.06038324636672791,"gpt":0.3058905882345257,"spread":0.2455073418677978,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008989203,0.00006970023,0.0001264149,0.0002158241,0.0001622352,0.0000468234,0.0001597621,0.0000563817,0.00008157188],"category_scores_gemma":[0.00005246959,0.00007360874,0.00003130801,0.000608537,0.00007431224,0.0001632033,0.000009329543,0.00006187984,0.00002892608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005630815,"about_ca_system_score_gemma":0.00004225563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001566929,"about_ca_topic_score_gemma":0.008630223,"domain_scores_codex":[0.999106,0.00006573258,0.0002138114,0.0001590666,0.0002115626,0.0002437932],"domain_scores_gemma":[0.999624,0.00008904705,0.00006036531,0.00009183456,0.00008462819,0.00005013742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001428429,0.00008416582,0.02277416,0.0001050154,0.00002383682,0.00002659265,0.6654503,0.000003311495,0.0002665257,0.3080058,0.00009214941,0.003153855],"study_design_scores_gemma":[0.0005406804,0.0000640803,0.01094592,0.0001601281,0.00001494987,5.868652e-7,0.9853967,0.0004670737,0.00004461292,0.00155833,0.0006417973,0.0001651315],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4884719,0.0002376855,0.2317631,0.0001969925,0.0005336355,0.0006123676,0.000003470164,0.0001827916,0.2779981],"genre_scores_gemma":[0.9987116,0.000001984577,0.0004194843,0.000009717282,0.00007102606,0.000002956743,0.000001182,0.000008830419,0.000773221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5102397,"threshold_uncertainty_score":0.4815867,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1733635077","doi":"10.2307/25148705","title":"The Effects of Virtual Reality on Consumer Learning: An Empirical Investigation1","year":2005,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":491,"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","funders":"","keywords":"Virtual reality; Empirical research; Psychology; Human–computer interaction; Knowledge management; Computer science; Business; Marketing; Sociology; Cognitive psychology; Epistemology; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.02505614949758082,"gpt":0.3089796175175427,"spread":0.2839234680199618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003973231,0.0001072194,0.0001237136,0.00004060422,0.0002442401,0.0001311001,0.00055039,0.00005723113,0.00000326561],"category_scores_gemma":[0.0002075508,0.0000757249,0.0000475693,0.0002328793,0.0001549203,0.0003027589,0.00001671158,0.0001732188,0.00008496406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003452767,"about_ca_system_score_gemma":0.00007741871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006622915,"about_ca_topic_score_gemma":0.00005633365,"domain_scores_codex":[0.9987342,0.0002703166,0.0002506264,0.0002527518,0.0002860687,0.0002059947],"domain_scores_gemma":[0.9983671,0.0006025769,0.0001154443,0.0006625794,0.0000762031,0.0001760731],"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":[0.00001418913,0.000251116,0.0003858377,0.00001135904,0.00001865832,0.000001031893,0.007227279,0.0001255604,0.003619381,0.06826197,0.006302191,0.9137814],"study_design_scores_gemma":[0.002949752,0.02314912,0.2058858,0.0001581949,0.00005580447,0.00003217341,0.001339234,0.2023319,0.03685395,0.02602445,0.4999966,0.001223013],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9041691,0.00006682561,0.08388416,0.009217986,0.0001205024,0.0003028515,0.000002835388,0.000155438,0.002080315],"genre_scores_gemma":[0.9982392,0.000006600166,0.0007783258,0.0006339817,0.00006189514,0.00002118432,0.000004426891,0.000005888646,0.0002484756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9125584,"threshold_uncertainty_score":0.3087972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2122411822","doi":"10.2307/3250929","title":"Interpersonal Conflict and Its Management in Information System Development1","year":2001,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":483,"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":"Interpersonal communication; Conflict management; Knowledge management; Information system; Psychology; Management information systems; Process management; Business; Social psychology; Computer science; Sociology; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.02278149563300564,"gpt":0.2666831444119973,"spread":0.2439016487789916,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003997235,0.00006557783,0.00007730259,0.0001591554,0.0001455935,0.0001427423,0.0001153411,0.0000326159,0.00007087958],"category_scores_gemma":[0.000004647502,0.00006827118,0.00001471728,0.0001846721,0.00001934147,0.0004854191,0.00001473349,0.00004387115,0.0002072026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001114716,"about_ca_system_score_gemma":0.00001056933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001281004,"about_ca_topic_score_gemma":0.0006329854,"domain_scores_codex":[0.9993284,0.00004015429,0.0001720855,0.00009582436,0.0001680594,0.0001955133],"domain_scores_gemma":[0.999832,0.00001132901,0.00003642142,0.00004624489,0.0000253488,0.00004865929],"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":[0.00004249876,0.00003335829,0.01753675,0.0002398418,0.00005832334,0.00005329573,0.4055825,0.000001264342,0.00000964791,0.113777,0.00161433,0.4610511],"study_design_scores_gemma":[0.001256556,0.00007713927,0.05016836,0.0002354236,0.00001781609,0.000003225635,0.2862798,0.002777601,0.000006851973,0.00007104772,0.6587637,0.0003424643],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5406936,0.0001089868,0.0003697358,0.0002465412,0.0001947257,0.0002949516,6.055078e-7,0.00007327594,0.4580176],"genre_scores_gemma":[0.9966422,0.00002653299,0.00009683613,0.0000626414,0.00003647257,0.00002386012,0.000003383459,0.000002673178,0.003105379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6571494,"threshold_uncertainty_score":0.2784018,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2111624996","doi":"10.5555/2481626.2481629","title":"Why break the habit of a lifetime? rethinking the roles of intention, habit, and emotion in continuing information technology use","year":2009,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":461,"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":"Continuance; Theory of reasoned action; Habit; Theory of planned behavior; Action (physics); Scholarship; Psychology; Reading (process); Social psychology; Information overload; Public relations; Control (management); Political science; Computer science; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.02522956023363883,"gpt":0.2910026367110009,"spread":0.265773076477362,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001571663,0.00009456588,0.0002063848,0.0005447717,0.00008438542,0.0001022403,0.000482418,0.0001654627,0.0000190292],"category_scores_gemma":[0.000689205,0.00005461164,0.00005792987,0.0008000097,0.0002978569,0.0006700045,0.00002570912,0.0002576379,0.000007080495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001247642,"about_ca_system_score_gemma":0.00001189844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008880829,"about_ca_topic_score_gemma":0.000713168,"domain_scores_codex":[0.998456,0.0001409065,0.0007541029,0.0001500418,0.0003645847,0.0001343411],"domain_scores_gemma":[0.9984917,0.0002443789,0.0004719581,0.0004566706,0.0003188808,0.00001641396],"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":[0.00007163927,0.0001043475,0.2932144,0.000006468042,0.00001212422,0.000001765552,0.04986786,0.00001525306,0.007644717,0.01753215,0.001672307,0.6298569],"study_design_scores_gemma":[0.0006062199,0.0004458747,0.8843073,0.0001191399,0.00001722065,0.00003507306,0.0291346,0.001297778,0.001161839,0.08086164,0.001911003,0.0001023072],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789245,0.00009445242,0.005269736,0.01534357,0.00005814536,0.0001976866,0.000004621281,0.0000489352,0.00005833867],"genre_scores_gemma":[0.9989831,0.000006722125,0.0006348355,0.0003316126,0.000004928027,0.000005041308,0.000001707699,0.000002538293,0.00002954812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6297547,"threshold_uncertainty_score":0.2226998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1788647087","doi":"10.2307/25148790","title":"On the Assessment of the Strategic Value of Information Technologies: Conceptual and Analytical Approaches1","year":2007,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":441,"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":"Value (mathematics); Knowledge management; Information technology; Value of information; Information system; Management science; Computer science; Business; Process management; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01881737235657844,"gpt":0.2311353666854725,"spread":0.2123179943288941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000434428,0.00008197111,0.000112337,0.00009580544,0.00008022052,0.00004370131,0.0002488066,0.00009783053,0.00001787698],"category_scores_gemma":[0.00003017104,0.00004501658,0.00004104706,0.0002945261,0.000331782,0.0004914237,0.00002167481,0.0001595002,0.000007731348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001292607,"about_ca_system_score_gemma":0.00002024235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005002105,"about_ca_topic_score_gemma":0.00001041749,"domain_scores_codex":[0.9992707,0.000004865622,0.0003298991,0.0000580816,0.0002112061,0.0001252308],"domain_scores_gemma":[0.9992937,0.00005647055,0.000353106,0.0002182022,0.0000760378,0.000002479392],"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":[0.000007358937,0.0000179266,0.001527747,0.00003348855,0.00001195636,1.332663e-7,0.0001971894,0.00001528417,0.00004818979,0.9921392,0.0002523193,0.005749265],"study_design_scores_gemma":[0.002649334,0.0008303935,0.2367787,0.0002515809,0.0001728191,0.000009240384,0.4205652,0.1041908,0.003089991,0.2230808,0.007692949,0.0006881636],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.943842,0.00000712232,0.001813251,0.0009997153,0.00004686442,0.0001845791,0.000002863171,0.00004944927,0.05305413],"genre_scores_gemma":[0.9996004,9.42667e-7,0.00006962124,0.0002908413,0.00001524684,0.000004816637,0.00000333278,0.000002225285,0.00001263067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7690583,"threshold_uncertainty_score":0.1835723,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1558148421","doi":"10.2307/4132340","title":"The Repertory Grid Technique: A Method for the Study of Cognition in Information Systems1","year":2002,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Cognitive and psychological constructs research","field":"Psychology","cited_by":430,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Repertory grid; Cognition; Computer science; Information system; Grid; Psychology; Knowledge management; Cognitive science; Management science; Cognitive psychology; Engineering; Social psychology; Mathematics; Neuroscience","retraction":null,"screen_n_in":null,"score":{"opus":0.07484072693310848,"gpt":0.3953943986058801,"spread":0.3205536716727716,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001445269,0.0000887463,0.0001427479,0.00009755776,0.0001600799,0.00004156966,0.0002311126,0.00007952326,0.0003408574],"category_scores_gemma":[0.0001070946,0.00004830748,0.0000576094,0.0002459025,0.00007360776,0.00009335119,0.000006968522,0.000204897,0.00006912273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001526093,"about_ca_system_score_gemma":0.000005683618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002598407,"about_ca_topic_score_gemma":0.0001601432,"domain_scores_codex":[0.9984214,0.0006123877,0.0004143699,0.0001475979,0.0001913931,0.0002129101],"domain_scores_gemma":[0.9977247,0.001621486,0.0001245297,0.000320397,0.000182965,0.00002591063],"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":[0.0002856828,0.0003167517,0.0003615179,0.00002859619,0.00007593106,0.000003741512,0.01755188,1.722313e-7,0.0003131071,0.0004818452,0.006124389,0.9744564],"study_design_scores_gemma":[0.01713314,0.02924952,0.1240399,0.0003016954,0.0002812551,0.0002494427,0.5479917,0.002597838,0.0005030709,0.004447645,0.2722645,0.0009403246],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6727743,0.004125498,0.1248011,0.003745922,0.002900345,0.02942592,0.0002888852,0.0002589716,0.1616791],"genre_scores_gemma":[0.9975298,0.00000779637,0.0001276828,0.0001130611,0.00006391382,0.001821817,0.000005051759,0.000005908493,0.0003249463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.973516,"threshold_uncertainty_score":0.373215,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1563786874","doi":"10.25300/misq/2013/37.3.05","title":"Integrating Service Quality with System and Information Quality: An Empirical Test in the E-Service Context1","year":2013,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":421,"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","funders":"","keywords":"Artifact (error); Context (archaeology); Test (biology); Service quality; Computer science; Empirical research; Quality (philosophy); Service (business); Information technology; Knowledge management; Information system; Business; Engineering; Marketing; Artificial intelligence; Mathematics; Statistics","retraction":null,"screen_n_in":null,"score":{"opus":0.111788947308701,"gpt":0.4005342486202559,"spread":0.2887453013115549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003389085,0.0001638494,0.0002839821,0.000191897,0.0001773136,0.0006712269,0.0009210147,0.0001638477,0.00005759378],"category_scores_gemma":[0.000445058,0.00008926033,0.00002663395,0.0009810339,0.00006782125,0.002260166,0.00003010135,0.0003240508,0.0004313566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003596085,"about_ca_system_score_gemma":0.00004479704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004654073,"about_ca_topic_score_gemma":0.01070314,"domain_scores_codex":[0.9971929,0.0006542848,0.000908431,0.0002921587,0.0007285651,0.000223687],"domain_scores_gemma":[0.9969914,0.001054298,0.0003402928,0.0009242322,0.0006017784,0.00008799964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004735845,0.0001820758,0.8172486,0.00005769939,0.000007314894,0.000003962593,0.09059662,0.000002429794,0.0004129252,0.006312025,0.0008885451,0.08424046],"study_design_scores_gemma":[0.0004947134,0.0002442859,0.7386956,0.00002867546,0.000004495478,0.00002865626,0.2571913,0.001725264,0.000006923375,0.0006353289,0.0008154761,0.0001292434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822261,0.00001057934,0.001279661,0.01508063,0.00004615609,0.0003739303,0.00001508285,0.0001295868,0.0008382075],"genre_scores_gemma":[0.9943674,1.846126e-7,0.0009163019,0.004592275,0.00001621009,0.00006771648,0.00001077006,0.000005178482,0.00002399593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1665947,"threshold_uncertainty_score":0.7035596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125636031","doi":"10.2307/25750703","title":"Understanding Organization—Enterprise System Fit: A Path to Theorizing the Information Technology Artifact1","year":2010,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":408,"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":"Artifact (error); Knowledge management; Information system; Path (computing); Computer science; Information technology; Process management; Business; Sociology; Engineering; Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.02855865303767814,"gpt":0.2405874566431028,"spread":0.2120288036054247,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003816028,0.000140722,0.0001255817,0.0003801844,0.0004239081,0.0007872056,0.0002735586,0.00007011987,0.0002624886],"category_scores_gemma":[0.0001055772,0.0001023024,0.00003349736,0.0009243729,0.00002757717,0.001473301,0.00002916524,0.0001507792,0.001377605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008040857,"about_ca_system_score_gemma":0.00001952544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001411984,"about_ca_topic_score_gemma":0.0001375984,"domain_scores_codex":[0.999025,0.00001173539,0.000368309,0.0001302354,0.0002130213,0.0002516687],"domain_scores_gemma":[0.9992673,0.00002944816,0.0002291772,0.000297078,0.0001570195,0.00001999352],"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":[0.00003182387,0.00005064009,0.03029464,0.0003884897,0.00006733109,0.000005530842,0.01013707,0.00001610578,0.01044557,0.9066408,0.02451961,0.01740245],"study_design_scores_gemma":[0.004285266,0.0003747901,0.03658479,0.0007400567,0.0002489752,0.0001482452,0.5500328,0.01355028,0.001103579,0.01197404,0.3789221,0.002035063],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7518442,0.000005864105,0.210988,0.01270594,0.002482872,0.001362006,0.00001511278,0.001024503,0.01957151],"genre_scores_gemma":[0.9979886,9.807558e-8,0.0001239132,0.001440748,0.0003388432,0.00002361667,0.00002290572,0.00001849872,0.00004275966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8946667,"threshold_uncertainty_score":0.9994,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3121630056","doi":"10.2307/41703475","title":"On The Use of Neurophysiological Tools in Is Research: Developing A Research Agenda for Neurois1","year":2012,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":400,"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","funders":"","keywords":"Neurophysiology; Psychology; Knowledge management; Computer science; Engineering ethics; Sociology; Business; Management science; Engineering; Neuroscience","retraction":null,"screen_n_in":null,"score":{"opus":0.9263150725320227,"gpt":0.5640648241166284,"spread":0.3622502484153943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009472573,0.0001200463,0.0001800091,0.0001702671,0.0003469568,0.00005808027,0.0004101695,0.0000623603,0.00003354143],"category_scores_gemma":[0.001637244,0.00007030542,0.00007086756,0.0006682049,0.0005712331,0.0002151153,0.00006058331,0.0005666941,0.00009881106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002378583,"about_ca_system_score_gemma":0.00001609444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003944624,"about_ca_topic_score_gemma":0.000008860664,"domain_scores_codex":[0.9969266,0.001214297,0.000262473,0.0004088816,0.0004363488,0.0007514146],"domain_scores_gemma":[0.9937254,0.005717482,0.00004365253,0.000350164,0.0001095397,0.00005372403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002727469,0.0003197565,0.0006578897,0.00001621186,0.000001860005,0.00002119824,0.003086387,6.405772e-7,0.9567787,0.002740854,0.02467488,0.01142887],"study_design_scores_gemma":[0.001678159,0.01375704,0.2812266,0.0002051581,0.00001222715,0.00003481569,0.002166285,0.000114997,0.578539,0.01292904,0.1086011,0.0007356515],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919425,0.00001407078,0.000006308946,0.007047195,0.0002114674,0.0005987741,0.00002571783,0.00001703034,0.0001368898],"genre_scores_gemma":[0.9970422,0.0000115804,0.00006306189,0.002309795,0.00006579381,0.0001300637,5.891002e-7,0.00001260961,0.0003642389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3782398,"threshold_uncertainty_score":0.2866972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2341482796","doi":"10.25300/misq/2016/40.1.11","title":"The Creation of Social Value: Can An Online Health Community Reduce Rural–Urban Health Disparities?1","year":2016,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":350,"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":"Value (mathematics); Health equity; Public relations; Business; Economic growth; Political science; Health care; Economics; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.1138358348941056,"gpt":0.4277230821433005,"spread":0.3138872472491949,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003419598,0.0001252322,0.0002871306,0.00005694121,0.003849501,0.00005785019,0.0004726506,0.0001115366,0.0000310008],"category_scores_gemma":[0.000731803,0.00009215251,0.00006467633,0.0003159319,0.0007462482,0.000220129,0.000008318457,0.000265784,0.000005504798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0010234,"about_ca_system_score_gemma":0.002346921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3026361,"about_ca_topic_score_gemma":0.1865361,"domain_scores_codex":[0.9939338,0.004179731,0.0005932857,0.0001471951,0.0005337464,0.0006122277],"domain_scores_gemma":[0.9966785,0.0018377,0.0005712991,0.0003561045,0.0002194008,0.0003369439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002590567,0.000266859,0.004602957,0.00004792925,0.000008934185,4.148799e-8,0.4910678,4.067851e-8,0.00004120279,0.02231927,0.006681448,0.4749376],"study_design_scores_gemma":[0.0006942825,0.001799541,0.5342621,0.0001890117,0.0000113029,5.441595e-7,0.4018261,0.000006147648,0.00002035738,0.008109503,0.05282583,0.0002553148],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7802091,0.0002599423,0.00004269948,0.2161018,0.001987603,0.0008975861,0.0001091397,0.00008277164,0.0003092834],"genre_scores_gemma":[0.9967425,0.0001993804,0.0001417261,0.0009690906,0.001523479,0.0001113893,0.00007044317,0.00001883221,0.0002231821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5296591,"threshold_uncertainty_score":0.9974474,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2132725536","doi":"10.2307/20650306","title":"Web Strategies to Promote Internet Shopping: Is Cultural-Customization NeedeD?1","year":2009,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":344,"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","funders":"","keywords":"Personalization; The Internet; Business; Web application; World Wide Web; Knowledge management; Computer science; Marketing","retraction":null,"screen_n_in":null,"score":{"opus":0.02175165597302824,"gpt":0.2613079180478003,"spread":0.239556262074772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002094476,0.0002341702,0.0002226911,0.0002083813,0.0001221095,0.00113696,0.0003211332,0.00009391201,0.0006267934],"category_scores_gemma":[0.00001087677,0.0002104584,0.00009251126,0.0005652129,0.00001839035,0.001872741,0.00001855254,0.0001320341,0.001746667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003232411,"about_ca_system_score_gemma":0.00001961462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009464018,"about_ca_topic_score_gemma":0.000494534,"domain_scores_codex":[0.9986934,0.00001322376,0.0003363123,0.0003557749,0.0002617946,0.0003394798],"domain_scores_gemma":[0.9993669,0.000007439692,0.0001298325,0.0002749635,0.0001883576,0.00003248859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003488967,0.0006237295,0.001279137,0.0005918727,0.0001259995,0.00004361725,0.03983703,0.0001995614,0.01700779,0.02398664,0.6733494,0.2426063],"study_design_scores_gemma":[0.001464437,0.0003435967,0.009342141,0.0002305412,0.0001091447,0.000007066197,0.03273697,0.01555275,0.0002833521,0.00228624,0.9365417,0.001102063],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9518681,0.00004136321,0.0008095438,0.01606935,0.0003053338,0.0003547637,0.000003581,0.0003504096,0.03019757],"genre_scores_gemma":[0.9798771,0.000001021856,0.0001699181,0.01751135,0.0007805492,0.00001117469,0.00005189609,0.00001681314,0.001580179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2631923,"threshold_uncertainty_score":0.9999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2163635559","doi":"10.2307/20650285","title":"Assessing Between-Group Differences in Information Systems Research: A Comparison of Covariance- and component-Based SEM1","year":2009,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":328,"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":"Component (thermodynamics); Group (periodic table); Covariance; Information system; Computer science; Econometrics; Statistics; Mathematics; Engineering; Chemistry; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.3407211909220531,"gpt":0.4688614732377095,"spread":0.1281402823156564,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002861431,0.0001107949,0.000432519,0.000909575,0.0001394413,0.0004789483,0.0004217599,0.0001727105,0.00001249813],"category_scores_gemma":[0.0001920798,0.00008868681,0.00003483756,0.0008665784,0.0001866974,0.0008912017,0.00001217666,0.0003398652,0.00002882957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003597958,"about_ca_system_score_gemma":0.00004147361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001803088,"about_ca_topic_score_gemma":0.00004905356,"domain_scores_codex":[0.9970869,0.0004812411,0.0009335902,0.000229592,0.001016066,0.0002526134],"domain_scores_gemma":[0.9982871,0.0007412591,0.0003179908,0.0003464861,0.0002336708,0.00007345559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000283099,0.0001446571,0.8629521,0.00001296243,0.00000330168,0.000002298289,0.003063175,0.00001611612,0.001034496,0.002046699,0.0003048609,0.130391],"study_design_scores_gemma":[0.000669567,0.0005513307,0.9751596,0.00009792177,0.000004164061,0.000001457037,0.01352921,0.008259165,0.00007645073,0.00120202,0.0003515106,0.00009763418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825385,0.0001124775,0.01608032,0.0007146305,0.0000931064,0.0002080418,0.00001113373,0.00004878788,0.0001930507],"genre_scores_gemma":[0.9990597,7.887622e-7,0.0008671099,0.0000275607,0.00001376248,0.000007208696,0.00001060533,0.000002457093,0.00001076993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1302934,"threshold_uncertainty_score":0.4618509,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2114580372","doi":"10.2307/3250969","title":"The Effect of Multimedia on Perceived Equivocality and Perceived Usefulness of Information Systems1","year":2000,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":305,"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","funders":"","keywords":"Multimedia; Psychology; Knowledge management; Information system; Computer science; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01060783306232817,"gpt":0.2554968389878104,"spread":0.2448890059254822,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000427132,0.000091218,0.0001719377,0.0000485686,0.00008479187,0.00009929857,0.000351397,0.00004015664,0.00002166582],"category_scores_gemma":[0.0000372078,0.00005867238,0.00004141421,0.0001486653,0.0000808494,0.0004230204,0.00001085389,0.00004944398,0.00003433551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001159156,"about_ca_system_score_gemma":0.00001479044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009377106,"about_ca_topic_score_gemma":0.00001120415,"domain_scores_codex":[0.9990097,0.0001942375,0.000323958,0.0001099914,0.0002472013,0.0001149706],"domain_scores_gemma":[0.9991472,0.0002526573,0.0001180949,0.0003694568,0.00006243677,0.00005015559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001316287,0.0000814732,0.001867849,0.0004793729,0.00006366167,0.000001679535,0.03824883,0.0001149565,0.001751686,0.002898557,0.001017904,0.9533424],"study_design_scores_gemma":[0.002722361,0.003916024,0.2020986,0.0003212983,0.00004459066,0.00001022473,0.001381501,0.7824921,0.002603622,0.0001397203,0.003908567,0.0003614295],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980877,0.00001407312,0.01799953,0.00009236496,0.00008911821,0.0001963874,0.00002135688,0.00003651658,0.0006736398],"genre_scores_gemma":[0.9996783,0.000005907929,0.0001578088,0.00004126628,0.00001163009,0.000005221001,0.00001372226,0.000002556234,0.00008361362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.952981,"threshold_uncertainty_score":0.239259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W196357788","doi":"10.25300/misq/2014/38.1.05","title":"Social Media, Traditional Media, and Music Sales1","year":2014,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":302,"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":"Marketing buzz; Social media; Advertising; Context (archaeology); Business; Computer science; History","retraction":null,"screen_n_in":null,"score":{"opus":0.03987882205740208,"gpt":0.2557563548849651,"spread":0.2158775328275631,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009196758,0.000109963,0.0001829464,0.00004285939,0.0005640268,0.000163202,0.000162535,0.0001385141,0.0001782688],"category_scores_gemma":[0.0008024425,0.0001162034,0.00007020895,0.0001452182,0.0005770933,0.0001992575,0.000005089068,0.0001277569,0.00008821147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003775652,"about_ca_system_score_gemma":0.00007745731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000197117,"about_ca_topic_score_gemma":0.003303527,"domain_scores_codex":[0.9984515,0.0003091637,0.0001730732,0.000217357,0.0005128144,0.0003360996],"domain_scores_gemma":[0.9981669,0.00142477,0.0000609825,0.00006856328,0.0000586863,0.000220119],"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":[0.00001673343,0.00008241576,0.0005931525,0.00001413137,0.00001566448,0.00000510614,0.3408188,2.043884e-8,0.00003208012,0.1504669,0.02291572,0.4850392],"study_design_scores_gemma":[0.001715343,0.0003318073,0.1225277,0.00007393017,0.00006516671,0.000004049028,0.09447121,0.00003182808,0.000008175105,0.4979249,0.2818804,0.0009654976],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8133037,0.00008114829,0.00005012421,0.004752087,0.00117215,0.0001036695,0.00002822047,0.0001769766,0.1803319],"genre_scores_gemma":[0.9959573,0.000006106338,0.00007090132,0.0002894069,0.003400629,0.00001284751,0.00002438199,0.00001275819,0.0002257328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4840737,"threshold_uncertainty_score":0.4738636,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2143472739","doi":"10.5555/2017470.2017476","title":"User participation in information systems security risk management","year":2010,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Information and Cyber Security","field":"Computer Science","cited_by":291,"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":"Information security; Information security management; Business; Knowledge management; Security management; Information security audit; Security information and event management; Security controls; Context (archaeology); Control (management); Public relations; Cloud computing security; Computer security; Security service; Computer science; Political science; Network security policy; Finance","retraction":null,"screen_n_in":null,"score":{"opus":0.004523529900313278,"gpt":0.2248285398385745,"spread":0.2203050099382612,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005026037,0.00009416014,0.00009126601,0.0001684906,0.00008247801,0.0003608335,0.0003609325,0.00006790251,0.00001694926],"category_scores_gemma":[0.000008363341,0.00009060369,0.0000308264,0.0002716792,0.00001391205,0.002716095,0.0000213901,0.0002153115,0.0005018847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002740553,"about_ca_system_score_gemma":0.00001393576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000262597,"about_ca_topic_score_gemma":0.0003154521,"domain_scores_codex":[0.9989769,0.00005889328,0.0003792181,0.0001130742,0.0002599665,0.0002119569],"domain_scores_gemma":[0.9992909,0.00001757276,0.0001471797,0.0004100169,0.0000678951,0.00006647751],"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":[0.00001017687,0.0001311962,0.00518766,0.00009582619,0.00001574757,0.000004985926,0.06408074,0.0001189965,0.0000165149,0.7706441,0.002279477,0.1574145],"study_design_scores_gemma":[0.00230186,0.0002788397,0.2007545,0.00004619649,0.00001627716,0.00001449276,0.003195431,0.5188257,0.0001883263,0.008482551,0.2652072,0.0006886354],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8221326,0.0000119453,0.1325428,0.0002283216,0.001654301,0.0005259656,0.000008238486,0.000245308,0.04265043],"genre_scores_gemma":[0.9981442,0.000002394087,0.001558001,0.0001563784,0.00002667557,0.00005879964,0.0000119639,0.000002147149,0.00003941584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7621616,"threshold_uncertainty_score":0.645088,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2598116636","doi":"10.25300/misq/2017/41.4.08","title":"Social Media Affordances for Connective Action: An Examination of Microblogging Use During the Gulf of Mexico Oil Spill1","year":2017,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":285,"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":"Affordance; Social media; Action (physics); Microblogging; Collective action; Oil spill; Public relations; Sociology; Political science; Media studies; Psychology; World Wide Web; Computer science; Engineering; Petroleum engineering; Politics; Cognitive psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.03735162908452699,"gpt":0.3061093531635858,"spread":0.2687577240790588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002024957,0.00009689577,0.0002104674,0.00004425699,0.0004110967,0.00007286386,0.0002586411,0.00002635513,0.00004094108],"category_scores_gemma":[0.00001005219,0.00008050498,0.0001359292,0.00004244132,0.0001221254,0.0003214628,0.00001329982,0.00005527829,5.179398e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001695687,"about_ca_system_score_gemma":0.00001204738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002713936,"about_ca_topic_score_gemma":0.0004523179,"domain_scores_codex":[0.9993476,0.00005539524,0.0002175634,0.0001538131,0.00009827875,0.0001273148],"domain_scores_gemma":[0.9989077,0.0001878963,0.0004563875,0.0002953592,0.000134645,0.00001798839],"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":[0.0001056839,0.0002556701,0.01726888,0.00008613819,0.0003695618,3.145176e-7,0.02631227,0.00001730881,0.1013927,0.0103963,0.0002651926,0.84353],"study_design_scores_gemma":[0.002120013,0.0005448141,0.6810911,0.000183458,0.0003658282,0.000001049793,0.01268746,0.00272459,0.2639775,0.03459695,0.001079805,0.0006274622],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949864,0.00001207573,0.004297962,0.00009840151,0.00004703017,0.00008626128,0.00003966007,0.00001441305,0.0004177778],"genre_scores_gemma":[0.9986284,7.990366e-7,0.000848132,0.000002042804,0.0003811916,0.00003531948,0.00002505259,0.0000100846,0.00006898269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8429025,"threshold_uncertainty_score":0.3282898,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3146559281","doi":"10.2307/25750689","title":"User Participation in Information Systems Security Risk Management1","year":2010,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Information and Cyber Security","field":"Computer Science","cited_by":272,"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":"Business; Information system; Information security; Knowledge management; Risk management; Risk analysis (engineering); Information security management; Computer science; Computer security; Process management; Security information and event management; Engineering; Cloud computing security; Finance; Cloud computing","retraction":null,"screen_n_in":null,"score":{"opus":0.004656966209996598,"gpt":0.2255955967177006,"spread":0.220938630507704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005712339,0.00009833376,0.00009860408,0.0001762337,0.00008979675,0.0004415743,0.0003904731,0.00007522291,0.00002451319],"category_scores_gemma":[0.00001900174,0.00009546545,0.00003263803,0.0002920891,0.00001595437,0.003553722,0.00002212366,0.0002439368,0.0005750463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002591802,"about_ca_system_score_gemma":0.000019785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004537,"about_ca_topic_score_gemma":0.0005484535,"domain_scores_codex":[0.9989336,0.00006876016,0.0003972277,0.0001165806,0.0002604845,0.0002233445],"domain_scores_gemma":[0.9992332,0.00002320243,0.0001713187,0.0004231799,0.00008115084,0.00006795915],"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":[0.00001518558,0.0001957955,0.01382099,0.0001180095,0.00002097976,0.000005460928,0.1087344,0.0001954128,0.00006573483,0.7185118,0.005268907,0.1530474],"study_design_scores_gemma":[0.001692998,0.0002456213,0.1922929,0.00002820319,0.00001142523,0.000008954146,0.00217433,0.5914823,0.0001879442,0.004717925,0.2066064,0.0005510125],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8655771,0.000008516039,0.1124922,0.0002875009,0.001399203,0.0003942369,0.000007854955,0.0002173607,0.01961603],"genre_scores_gemma":[0.9988746,0.000001481504,0.0007848731,0.0001988358,0.00003396129,0.00004700433,0.00001447602,0.000002344955,0.00004239358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7137939,"threshold_uncertainty_score":0.739125,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1576800334","doi":"10.2307/23043494","title":"Product-Related Deception in E-Commerce: A Theoretical Perspective1","year":2011,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":262,"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","funders":"","keywords":"Perspective (graphical); Deception; E-commerce; Product (mathematics); Business; Knowledge management; Epistemology; Psychology; Computer science; Sociology; Marketing; Social psychology; Philosophy; World Wide Web; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.01259133268574586,"gpt":0.2155843724855823,"spread":0.2029930397998365,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003291988,0.0001019925,0.0001040374,0.0001290535,0.00005791304,0.00006110453,0.0003603133,0.00006503311,0.0002084368],"category_scores_gemma":[0.00002280653,0.00009424385,0.00004600349,0.0003863073,0.00007519771,0.0003689465,0.00001318105,0.0001919853,0.0002579228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005722205,"about_ca_system_score_gemma":0.00001901804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002000082,"about_ca_topic_score_gemma":0.00004839988,"domain_scores_codex":[0.9989908,0.0001258602,0.0001735657,0.0003580663,0.000143001,0.0002087619],"domain_scores_gemma":[0.9994542,0.00002546302,0.00003975291,0.0003809085,0.00004355359,0.00005611303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005921563,0.0004140705,0.003816189,0.00001079758,0.00002130303,0.00003424364,0.1768833,0.000002036347,0.005218523,0.5653564,0.0005636667,0.2476202],"study_design_scores_gemma":[0.002146647,0.003057799,0.5227184,0.00009596498,0.00002319733,0.0001979747,0.003700427,0.02510926,0.006522258,0.4346477,0.0007885938,0.0009917902],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.923919,0.0000903077,0.05462986,0.0009686651,0.0006805395,0.000221454,5.064967e-7,0.0002917013,0.01919796],"genre_scores_gemma":[0.996662,0.000001462692,0.003120956,0.00006947946,0.00004482035,0.00001422905,7.592501e-7,0.000007187145,0.00007913919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5189022,"threshold_uncertainty_score":0.3843153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2164201790","doi":"10.2307/25148744","title":"Enhancing the Design of Web Navigation Systems: The Influence of User Disorientation on Engagement and Performance1","year":2006,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":245,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Custom Security Industries (Canada); Queen's University","funders":"","keywords":"Human–computer interaction; Computer science; User engagement; Web application; Systems engineering; World Wide Web; Engineering; Knowledge management; Process management","retraction":null,"screen_n_in":null,"score":{"opus":0.01625167166000217,"gpt":0.233853787612979,"spread":0.2176021159529769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001016941,0.00007883308,0.00009395198,0.00002930124,0.0001262411,0.00007080684,0.0003323613,0.00002525008,0.000001218785],"category_scores_gemma":[0.00001148487,0.0000459243,0.00002187031,0.0001550883,0.00007634313,0.0003080718,0.00001318559,0.00008509462,0.000004608121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001970826,"about_ca_system_score_gemma":0.00002529598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001944144,"about_ca_topic_score_gemma":0.00001563825,"domain_scores_codex":[0.9988916,0.0003102153,0.0003051265,0.0001521035,0.0002381107,0.0001028237],"domain_scores_gemma":[0.9990306,0.0003555136,0.0001602996,0.0003499104,0.00009167941,0.00001194854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001736984,0.0004919181,0.00882327,0.0007538935,0.00008765394,0.000002535807,0.1480798,0.2315446,0.5242553,0.06407801,0.0007885675,0.02092084],"study_design_scores_gemma":[0.001680653,0.00593496,0.2938908,0.001206962,0.00008370364,0.00001880366,0.01300624,0.4603663,0.217265,0.004802824,0.001111458,0.000632335],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8379486,0.00005471827,0.1614419,0.0001439081,0.00007533406,0.0002895118,0.00000145859,0.00001412804,0.00003044745],"genre_scores_gemma":[0.9991168,0.000002344185,0.0007777381,0.00002559205,0.00001679854,0.00002956877,7.839587e-7,0.000002948704,0.00002742848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3069903,"threshold_uncertainty_score":0.1872738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2165291332","doi":"10.2307/23042797","title":"An Exploration of Organizational Level Information Systems Discontinuance Intentions1","year":2011,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":245,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Information system; Knowledge management; Salient; Set (abstract data type); Value (mathematics); Business; Process management; Marketing; Computer science; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.04461894238900341,"gpt":0.2149448680839485,"spread":0.1703259256949451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001245863,0.00008378662,0.0001016061,0.0001830702,0.00008228373,0.0001137868,0.0001703169,0.00006605346,0.0001179493],"category_scores_gemma":[0.00001739985,0.00007877748,0.00002475073,0.0002891761,0.00003843866,0.01545539,0.000005966718,0.00005345053,0.0003347651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001190797,"about_ca_system_score_gemma":0.00001547991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004415396,"about_ca_topic_score_gemma":0.00006105046,"domain_scores_codex":[0.9992791,0.000004255929,0.0003914326,0.0000687079,0.0001524134,0.0001041275],"domain_scores_gemma":[0.9990159,0.000002866792,0.000407784,0.000165987,0.0004020375,0.000005426283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003007468,0.00008826162,0.006697062,0.0001326139,0.00001786852,5.626513e-7,0.003390501,0.00003221224,0.0004553921,0.9746598,0.001305697,0.01318996],"study_design_scores_gemma":[0.007068337,0.001391468,0.4750289,0.0006925526,0.000281462,0.00002935583,0.2351705,0.0865484,0.005982494,0.1233885,0.06144999,0.002968022],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6177994,0.00002343798,0.3235988,0.0001831876,0.0008254495,0.0004560686,0.00003934542,0.0003469224,0.05672741],"genre_scores_gemma":[0.9991954,0.000001108128,0.0002889198,0.0001271173,0.00009448025,0.00002033281,0.0001855865,0.000005586599,0.000081481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8512713,"threshold_uncertainty_score":0.9983149,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1547051676","doi":"10.2307/25148647","title":"Small Business Growth and Internal Transparency: The Role of Information Systems1","year":2004,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Innovation and Knowledge Management","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":"Western University; Queen's University","funders":"","keywords":"Transparency (behavior); Business; Information system; Knowledge management; Process management; Industrial organization; Computer science; Political science; Computer security; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.008230039404243886,"gpt":0.1737147092767278,"spread":0.1654846698724839,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001767322,0.00009632613,0.0001053573,0.0001679205,0.00008707483,0.000189114,0.0001618095,0.0000283108,0.00001572728],"category_scores_gemma":[0.00001186492,0.00006956998,0.00002572221,0.0003815187,0.00003724055,0.0006329152,0.00001371995,0.00005283386,0.00007463881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001097251,"about_ca_system_score_gemma":0.000009838459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009655989,"about_ca_topic_score_gemma":0.0002073397,"domain_scores_codex":[0.9993718,0.00000478235,0.0003021568,0.00008140954,0.0001254567,0.0001143817],"domain_scores_gemma":[0.999483,0.000005458629,0.0001687149,0.0001154708,0.0002225146,0.000004768974],"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":[0.00003493207,0.00006931289,0.003505365,0.00093073,0.0000435744,0.000001380182,0.003649418,0.000009554201,0.0007382101,0.941443,0.0001847077,0.04938977],"study_design_scores_gemma":[0.01430907,0.0004811507,0.3039356,0.002328301,0.0006199443,0.00003563495,0.1054837,0.008144754,0.00249933,0.2513046,0.308371,0.002486889],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4837483,0.0001958587,0.0156336,0.003004452,0.001076912,0.0006984986,0.000005210142,0.0001550528,0.4954821],"genre_scores_gemma":[0.999222,0.000001561853,0.00006224796,0.0004609367,0.0001656809,0.00001422223,0.00001568868,0.000006008755,0.00005165976],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6901385,"threshold_uncertainty_score":0.2836981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1596144669","doi":"10.2307/41703485","title":"Information Technology Implementers’ Responses to User Resistance: Nature And Effects1","year":2012,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":239,"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":"Knowledge management; Information technology; Resistance (ecology); Business; Computer science; Marketing","retraction":null,"screen_n_in":null,"score":{"opus":0.007218582026450059,"gpt":0.3194516603810035,"spread":0.3122330783545534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008992241,0.00007136601,0.00008540633,0.0001950803,0.0004070034,0.0001242313,0.00009282112,0.0001147821,0.0001171128],"category_scores_gemma":[0.0000823024,0.00006721926,0.00001766721,0.0002563171,0.00005038111,0.001518665,0.000009074894,0.00008132385,0.0001382791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007284192,"about_ca_system_score_gemma":0.0000278392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001088894,"about_ca_topic_score_gemma":0.0003246974,"domain_scores_codex":[0.9991018,0.0001114882,0.0002349823,0.00004804882,0.0002097463,0.0002939221],"domain_scores_gemma":[0.9995403,0.00006448163,0.00009617033,0.000108749,0.00009629353,0.00009403907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001792612,0.00001526366,0.02017113,0.00006673741,0.00002091026,2.542622e-7,0.5111363,6.386929e-8,0.000814395,0.3751627,0.04322198,0.04921103],"study_design_scores_gemma":[0.0002482077,0.0001070685,0.006695821,0.00001448932,0.000004533066,0.000001040967,0.1423284,2.641089e-7,0.0002828016,0.0003615469,0.8498646,0.00009128293],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980489,0.0001254308,0.003252608,0.004190266,0.0005519843,0.0006112308,0.0000392147,0.0001116413,0.01062867],"genre_scores_gemma":[0.9975554,0.000003110627,0.0007756458,0.0007303596,0.0001210685,0.00005603668,0.00001617866,0.0000034986,0.0007387553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8066426,"threshold_uncertainty_score":0.3130382,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3010102191","doi":"10.25300/misq/2020/13304","title":"Complexity and Information Systems Research in the Emerging Digital World","year":2020,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":237,"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","funders":"","keywords":"Data science; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.1496673485963329,"gpt":0.3983406266880297,"spread":0.2486732780916968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001554259,0.00003920971,0.00006231361,0.00009025466,0.0004447129,0.0008292108,0.0001294657,0.00001795653,0.00002234166],"category_scores_gemma":[0.00003700007,0.00003046194,0.00001211567,0.0005174609,0.0001132296,0.002434849,0.000006237717,0.00009414783,0.00007909993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000358433,"about_ca_system_score_gemma":0.00003041318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001874953,"about_ca_topic_score_gemma":0.0005953354,"domain_scores_codex":[0.9988239,0.0002571087,0.0002604314,0.00004974645,0.0004314214,0.0001773726],"domain_scores_gemma":[0.9996305,0.0001153507,0.00006164466,0.00005769435,0.00008909492,0.00004578106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009576651,0.000003282451,0.001137947,0.00003570069,0.000002232701,3.528609e-7,0.571515,0.000001911009,0.000001677565,0.4024573,0.002747362,0.02208764],"study_design_scores_gemma":[0.0001605169,0.00006275657,0.001557848,0.00001159319,6.298692e-7,5.091096e-7,0.5479506,0.0004536794,4.290526e-7,0.000770465,0.4489877,0.00004325367],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5153792,0.00008968748,0.002230562,0.03626771,0.0004382464,0.001783951,0.00006959271,0.0000992669,0.4436418],"genre_scores_gemma":[0.9994454,0.000001911246,0.0000100078,0.0003224799,0.0001332875,0.00002017456,0.0000215512,0.000001426174,0.00004376829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4840662,"threshold_uncertainty_score":0.7996099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2748388916","doi":"10.25300/misq/2017/41.3.10","title":"When Do IT Security Investments Matter? Accounting for the Influence of Institutional Factors in the Context of Healthcare Data Breaches1","year":2017,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Information and Cyber Security","field":"Computer Science","cited_by":231,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Context (archaeology); Health care; Business; Institutional theory; Accounting; Knowledge management; Public relations; Sociology; Political science; Economics; Computer science; Social science; Economic growth","retraction":null,"screen_n_in":null,"score":{"opus":0.04750298549650896,"gpt":0.3015929231251198,"spread":0.2540899376286109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008120131,0.00009659748,0.0001414169,0.00004187648,0.0003458918,0.0002309127,0.00333526,0.00004721334,0.000005959936],"category_scores_gemma":[0.00006221342,0.00005987669,0.00004158157,0.00005817988,0.0001717698,0.001731356,0.0001350526,0.0001286784,0.000006866212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002131663,"about_ca_system_score_gemma":0.0001166424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003622981,"about_ca_topic_score_gemma":0.001334928,"domain_scores_codex":[0.9989151,0.00006061662,0.0003814748,0.0001733741,0.0003052074,0.0001641666],"domain_scores_gemma":[0.9978157,0.000159991,0.0003983208,0.001468503,0.0001307042,0.00002681298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003622492,0.0002260881,0.1354418,0.0004356774,0.00006905483,0.000001996968,0.5984227,0.00002019492,0.00009314754,0.2056917,0.00610591,0.05345556],"study_design_scores_gemma":[0.001135234,0.0001626499,0.9511837,0.0001840975,0.00001363215,0.00001000171,0.01273588,0.01084485,0.0002423271,0.01005745,0.01319534,0.0002348619],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878551,0.00005653764,0.002429385,0.008502494,0.0001518645,0.0004261976,0.0001790974,0.00000911501,0.0003902327],"genre_scores_gemma":[0.9977854,0.000001799869,0.0003199113,0.001830774,0.00001727386,0.00001559527,0.00002352753,0.000002126304,0.000003531135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8157419,"threshold_uncertainty_score":0.6197799,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3143029027","doi":"10.2307/25148759","title":"Knowledge Integration and Information Technology Project Performance1","year":2006,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":230,"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":"Knowledge management; Information technology; Business; Information system; Process management; Computer science; Engineering management; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01296841677309712,"gpt":0.2572844095578418,"spread":0.2443159927847446,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001372658,0.00009611698,0.00008970872,0.0005079449,0.0001208802,0.0002861719,0.00006331267,0.00005070098,0.00005338341],"category_scores_gemma":[0.000008704541,0.00008149449,0.00001906017,0.0003883585,0.00002519085,0.003458195,0.000008118059,0.00005789554,0.0003532725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002140615,"about_ca_system_score_gemma":0.00001324591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006646912,"about_ca_topic_score_gemma":0.0003536311,"domain_scores_codex":[0.9994363,0.000004544408,0.0002516895,0.00008406184,0.00007982564,0.0001435994],"domain_scores_gemma":[0.999671,0.000006040988,0.0001314789,0.00009073345,0.00009698838,0.000003774957],"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":[0.00003696935,0.0000944854,0.02681347,0.00037094,0.00001815387,0.000001158361,0.002399758,0.000001778599,0.002870741,0.1264585,0.07416406,0.7667699],"study_design_scores_gemma":[0.001891564,0.0001944067,0.08801918,0.00009771593,0.00003483053,0.00001713464,0.01281929,0.01178336,0.0004166024,0.002839264,0.8814408,0.0004458733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9246657,0.00007024287,0.00249744,0.0009772988,0.0002748483,0.0004384381,0.000003575417,0.0002590955,0.07081338],"genre_scores_gemma":[0.9989728,0.000001021353,0.0001322746,0.0002277154,0.0003191017,0.00003032194,0.00008202534,0.000006286471,0.000228413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8072767,"threshold_uncertainty_score":0.4540721,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}