{"meta":{"query_hash":"ab9dc4d570d7","filters":{"venue":"Journal of the Association for Information Systems"},"cohort_total":725,"direct_labels_cover":1,"predictions_cover":725,"exported":725,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/ab9dc4d570d7","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+the+Association+for+Information+Systems"},"results":[{"id":"W100337466","doi":"","title":"Editor's comments: the ions of theory construction","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":78,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science; Epistemology; Mathematical economics; Engineering; Engineering management; Philosophy; Economics","score_opus":0.008716405817527789,"score_gpt":0.28231541815902644,"score_spread":0.27359901234149864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W100337466","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048344806,0.00019179368,0.3934193,0.032507937,0.24906594,0.008899503,0.00082936307,0.00015705304,0.2665843],"genre_scores_gemma":[0.9961124,0.000013809418,0.00010047995,0.0003009148,0.002814149,0.00002043954,0.000011849638,0.0000038176177,0.000622131],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970741,0.0007234168,0.0011734738,0.00002414553,0.0008642064,0.0001406175],"domain_scores_gemma":[0.992345,0.00093416823,0.0047020665,0.00012804371,0.0018568268,0.000033925993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0111232735,0.00006414177,0.00017642732,0.000105799554,0.000814725,0.00020059738,0.00033115083,0.00008821541,0.000008558717],"category_scores_gemma":[0.0023802225,0.00003798155,0.00017707594,0.00026501672,0.00007513542,0.001768767,0.00002008399,0.00010476383,0.000008880637],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004275869,0.00000825289,0.0030522775,0.000038194135,0.00009329294,1.4236061e-9,0.02422786,0.00048719218,0.000008802898,0.89271295,0.07730955,0.0020188862],"study_design_scores_gemma":[0.0005705648,0.000039834147,0.0008512079,0.000046506146,0.000041424366,0.0000022007137,0.05814157,0.00015657033,0.000058436024,0.0029049483,0.9371399,0.00004683707],"about_ca_topic_score_codex":0.00007228282,"about_ca_topic_score_gemma":0.0000119986735,"teacher_disagreement_score":0.9477676,"about_ca_system_score_codex":0.00040562276,"about_ca_system_score_gemma":0.000146706,"threshold_uncertainty_score":0.6266289},"labels":[],"label_agreement":null},{"id":"W100358554","doi":"","title":"How Shallow is a Bug? Why Open Source Communities Shorten the Repair Time of Software Defects","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Software bug; Computer science; Software; Open source software; Quality (philosophy); Software quality; Open source; Software development; Security bug; Software engineering; World Wide Web; Computer security; Operating system; Software security assurance","score_opus":0.018839139885142756,"score_gpt":0.2430625238805764,"score_spread":0.22422338399543362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W100358554","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06590461,0.0002355476,0.87664175,0.043931738,0.002855068,0.0044607343,0.00018836062,0.00035327498,0.0054289205],"genre_scores_gemma":[0.9892417,0.000004762453,0.0041085477,0.0034846794,0.00013427029,0.000024010515,0.000011067181,0.000009653638,0.0029813065],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975433,0.00027212425,0.001018679,0.000056602894,0.0009171296,0.00019218877],"domain_scores_gemma":[0.99237794,0.0006887188,0.003913274,0.00062285457,0.0023575514,0.00003969386],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0038046504,0.00013059203,0.0003393029,0.00019061107,0.00050975155,0.0015303337,0.0027573924,0.000111472684,0.0000020502857],"category_scores_gemma":[0.0010663233,0.00008103305,0.00031569006,0.0007470126,0.000024308567,0.0048362403,0.00028607267,0.00025442103,0.000009566887],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000101692654,0.00024919197,0.08131139,0.00023511199,0.0012189136,5.296362e-7,0.12354494,0.014352105,0.00012587718,0.039653786,0.72901607,0.010190391],"study_design_scores_gemma":[0.002608404,0.0006809021,0.045214996,0.0007480768,0.00019871477,0.0001355665,0.0136347385,0.044275716,0.00041957383,0.0033648433,0.888182,0.0005364941],"about_ca_topic_score_codex":0.000044902576,"about_ca_topic_score_gemma":0.0000062162844,"teacher_disagreement_score":0.9233371,"about_ca_system_score_codex":0.00034222472,"about_ca_system_score_gemma":0.00018901832,"threshold_uncertainty_score":0.9995062},"labels":[],"label_agreement":null},{"id":"W101139710","doi":"","title":"Specifying the Software Project Risk Construct","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Construct (python library); Conceptualization; Computer science; Risk analysis (engineering); Project risk management; Risk management plan; Risk management; Software; Software engineering; IT risk management; Knowledge management; Risk assessment; Project management; Project management triangle; Engineering; Systems engineering; Artificial intelligence; Programming language; Business; Computer security","score_opus":0.011797013056877154,"score_gpt":0.24981630798818172,"score_spread":0.23801929493130455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W101139710","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009451836,0.00004670475,0.9789515,0.0010335501,0.008802587,0.00061020517,0.000022171827,0.00013625024,0.00094520627],"genre_scores_gemma":[0.94007176,0.000028261325,0.058874454,0.00016143887,0.00060888845,0.000026028445,0.0000013499141,0.0000071029413,0.0002207115],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988456,0.00008465595,0.00049413345,0.00003336218,0.00043665836,0.000105640764],"domain_scores_gemma":[0.99566376,0.0009661921,0.002522634,0.00023851595,0.00058951695,0.00001936274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033739237,0.00006355428,0.00011061716,0.000088217304,0.0002567869,0.0005804393,0.0007807697,0.00007419961,5.8572874e-7],"category_scores_gemma":[0.0033107721,0.000033769487,0.00013194379,0.00024466965,0.000008389929,0.002178206,0.00005877473,0.00037623994,0.000004666113],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008440296,0.00007411422,0.21292375,0.0003647828,0.00095925614,0.0000011005741,0.022935374,0.015288781,0.0003326644,0.32866606,0.3029721,0.11539759],"study_design_scores_gemma":[0.00035875375,0.00004514912,0.0074055903,0.00004013619,0.000031356194,0.00012925314,0.00022325975,0.01004522,0.0002759076,0.0009241347,0.9804202,0.0001010698],"about_ca_topic_score_codex":0.000019156792,"about_ca_topic_score_gemma":0.0000017620565,"teacher_disagreement_score":0.93061996,"about_ca_system_score_codex":0.00010455387,"about_ca_system_score_gemma":0.00010843435,"threshold_uncertainty_score":0.5597189},"labels":[],"label_agreement":null},{"id":"W102704634","doi":"","title":"A Framework to Clarify the Role of Knowledge Management Systems.","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Knowledge management; Popularity; Computer science; Complement (music); Action (physics); Conceptual model; Information system; Engineering; Psychology","score_opus":0.025775256294693637,"score_gpt":0.2747676312012256,"score_spread":0.24899237490653198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W102704634","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06364149,0.0051655537,0.20570877,0.03168002,0.052295405,0.013766707,0.00025810668,0.00027651107,0.62720746],"genre_scores_gemma":[0.9978267,0.000010726144,0.00008174742,0.0006197789,0.00095301215,0.0000146924185,0.0000057083653,0.0000047108542,0.00048295042],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983274,0.000024335815,0.0008978749,0.00004633447,0.000553618,0.00015047574],"domain_scores_gemma":[0.99589175,0.000106727675,0.0024610315,0.00022064439,0.0013093766,0.000010488885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020317042,0.00009748131,0.00021721637,0.00023719096,0.00019193783,0.0004652466,0.0006295754,0.00013988063,0.0000026557939],"category_scores_gemma":[0.00048163984,0.0000552411,0.00014641878,0.0006661818,0.000007718518,0.0018306659,0.00007156343,0.00020148174,0.00007941337],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009893551,0.000081916034,0.00811831,0.0005171113,0.00020516204,1.0555948e-7,0.0010728026,0.0070668356,0.00004836298,0.8936398,0.07532719,0.013823489],"study_design_scores_gemma":[0.00020597834,0.000016420572,0.009982721,0.00041260177,0.000097244396,0.0000031437626,0.0023323474,0.0028979753,0.000042343792,0.0020401496,0.9818825,0.000086584194],"about_ca_topic_score_codex":0.000024067971,"about_ca_topic_score_gemma":0.0000014953082,"teacher_disagreement_score":0.9341852,"about_ca_system_score_codex":0.0001570531,"about_ca_system_score_gemma":0.00002302405,"threshold_uncertainty_score":0.44863835},"labels":[],"label_agreement":null},{"id":"W104886997","doi":"","title":"Website Blocking Across Ten Countries: A Snapshot","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Internet Traffic Analysis and Secure E-voting","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Internet; Snapshot (computer storage); China; Geography; Advertising; Business; World Wide Web; Computer science; Political science; Database","score_opus":0.007166366197086593,"score_gpt":0.24367171144028463,"score_spread":0.23650534524319802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W104886997","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35047662,0.000090498186,0.6185254,0.003741696,0.020671764,0.0007934911,0.000056661604,0.00009111279,0.0055527454],"genre_scores_gemma":[0.99848056,0.000002062394,0.00046939988,0.00026014098,0.00036942164,0.0000042516544,0.000003013752,0.0000031020468,0.00040806763],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980894,0.00005170409,0.00091038994,0.00005194061,0.00069824647,0.00019834457],"domain_scores_gemma":[0.9954531,0.00021021542,0.0028021974,0.0001387166,0.0013521984,0.000043525062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035240029,0.00008491267,0.0002121374,0.00009556366,0.00028627328,0.00095250516,0.000796103,0.00010909211,0.0000030623296],"category_scores_gemma":[0.00054335454,0.000054989596,0.0002605083,0.0002464406,0.000009270547,0.0020585335,0.00006935296,0.000272303,0.000019308593],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004914773,0.00007032949,0.026151164,0.00018880508,0.0009769883,0.000001150878,0.05894955,0.06677529,0.00030911178,0.7700657,0.07367883,0.0027839008],"study_design_scores_gemma":[0.0007484966,0.000043947744,0.0020619123,0.00008028155,0.000036808546,0.00006363122,0.0010486292,0.5069059,0.00015938106,0.000025372197,0.48868576,0.00013984842],"about_ca_topic_score_codex":0.000006623329,"about_ca_topic_score_gemma":0.000016743434,"teacher_disagreement_score":0.77004033,"about_ca_system_score_codex":0.00019255723,"about_ca_system_score_gemma":0.00008729705,"threshold_uncertainty_score":0.9185029},"labels":[],"label_agreement":null},{"id":"W105103208","doi":"","title":"Women in Information Technology Initiatives in Canada: Towards Fact-based Evaluations","year":2004,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Gender and Technology in Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"British Columbia Institute of Technology; University of Ottawa; University of Alberta; University of Calgary","keywords":"Government (linguistics); Order (exchange); Exploratory research; Private sector; Exploratory analysis; Program evaluation; Management science; Public relations; Computer science; Knowledge management; Political science; Business; Economic growth; Engineering; Data science; Public administration; Economics; Sociology; Social science","score_opus":0.021660458264389944,"score_gpt":0.3027934581208971,"score_spread":0.28113299985650714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W105103208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9553026,0.00005365894,0.0033414625,0.023023244,0.00362011,0.0015235273,0.00006405905,0.000038405447,0.013032938],"genre_scores_gemma":[0.99950004,0.000011484514,0.00012188884,0.00018883466,0.000040748822,0.00009865277,0.000008502126,0.0000023566065,0.000027467691],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792624,0.00014260437,0.0009439332,0.000035184712,0.0006718292,0.0002801934],"domain_scores_gemma":[0.9971891,0.00013573174,0.0016295438,0.00009594872,0.0009084795,0.000041221483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034580408,0.00007301418,0.00019774637,0.00078427297,0.00020660272,0.00008233556,0.00031521748,0.00017775809,0.0000033462868],"category_scores_gemma":[0.0034961563,0.00006177355,0.00004974369,0.0010829471,0.000027940478,0.0023029526,0.000013719191,0.00023662372,0.000005642248],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000067605695,0.00013581767,0.5566929,0.000117837306,0.000114923554,3.49126e-7,0.1654351,0.15812142,0.000018083647,0.10737594,0.0015710642,0.010348914],"study_design_scores_gemma":[0.0045778267,0.0001007838,0.5668463,0.00019995925,0.000025732312,0.0000043443083,0.34594733,0.00072449184,0.0003257156,0.01329482,0.06769754,0.0002551493],"about_ca_topic_score_codex":0.11268227,"about_ca_topic_score_gemma":0.22333066,"teacher_disagreement_score":0.18051222,"about_ca_system_score_codex":0.014803888,"about_ca_system_score_gemma":0.008289281,"threshold_uncertainty_score":0.9973328},"labels":[],"label_agreement":null},{"id":"W105575439","doi":"","title":"The Question Concerning Empowerment: Subjects of the Enterprise or Enterprising Subjects?","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Empowerment; Control (management); Subject (documents); Knowledge management; Public relations; Sociology; Epistemology; Psychology; Political science; Management; Computer science; Economics","score_opus":0.013578138850177612,"score_gpt":0.269385987279579,"score_spread":0.2558078484294014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W105575439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92118824,0.0003840613,0.007939148,0.0068037855,0.02608713,0.004403991,0.00009102908,0.0001022059,0.033000402],"genre_scores_gemma":[0.99754,0.0000058907895,0.000009471855,0.00032140693,0.00079469057,0.000012933593,0.000008523667,0.000010107568,0.0012970077],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99736685,0.00011395437,0.0014277494,0.000049084552,0.0008386757,0.00020371925],"domain_scores_gemma":[0.99156857,0.00030407007,0.0069372724,0.00017761218,0.0010026923,0.00000976159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033073502,0.000123439,0.00022125969,0.00014976374,0.0005996345,0.00081375026,0.00041807213,0.000066449444,0.0000053623558],"category_scores_gemma":[0.0010972377,0.000058867743,0.0002675445,0.00040114636,0.00002289448,0.0025884027,0.00006543576,0.000136353,0.0000122847405],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078739965,0.00012253666,0.7608206,0.0009535582,0.0005362539,4.4278127e-7,0.00427768,0.008030965,0.0016082457,0.057765692,0.16250715,0.00258945],"study_design_scores_gemma":[0.0042083706,0.00007394165,0.21268828,0.0011647675,0.0002548865,0.000033256532,0.009564694,0.0060167313,0.0009911912,0.000541709,0.7641798,0.00028234738],"about_ca_topic_score_codex":0.00035316448,"about_ca_topic_score_gemma":0.00009126655,"teacher_disagreement_score":0.60167265,"about_ca_system_score_codex":0.00045845244,"about_ca_system_score_gemma":0.00009714639,"threshold_uncertainty_score":0.7847012},"labels":[],"label_agreement":null},{"id":"W106206689","doi":"","title":"Factors Influencing IT Project Performance","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Project management; Project risk management; Project management triangle; Risk management; Software project management; Risk management plan; Computer science; Process management; OPM3; Project planning; Project portfolio management; Knowledge management; Engineering management; Engineering; Software development; Business; Software; Systems engineering; IT risk management","score_opus":0.02121851026497575,"score_gpt":0.25243092804365674,"score_spread":0.23121241777868098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W106206689","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30853748,0.00008885082,0.67803377,0.001116766,0.00573814,0.0008783816,0.000014173114,0.00025213914,0.0053402972],"genre_scores_gemma":[0.9970886,0.000004678887,0.0024184326,0.000057900896,0.00012949963,0.000007419342,0.0000013175413,0.0000027819108,0.00028936428],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988678,0.00003595303,0.000544533,0.000028784709,0.00041772838,0.00010520789],"domain_scores_gemma":[0.9973119,0.00025229648,0.0018028169,0.00012719748,0.00049272337,0.000013065394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013685133,0.000064058106,0.00011440691,0.00013654002,0.00012222675,0.0003504823,0.00045474237,0.000058383248,1.7511911e-7],"category_scores_gemma":[0.00037301183,0.00003994908,0.000097896875,0.0002632205,0.0000024204317,0.0038740442,0.000033955672,0.00011076157,0.0000022006125],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043694756,0.000086725784,0.4182069,0.0007483462,0.00034564114,3.9130245e-7,0.016081013,0.18020448,0.00036391558,0.08027575,0.29770654,0.005936607],"study_design_scores_gemma":[0.00045653578,0.00011875978,0.05760097,0.00015410932,0.000025148403,0.000025087984,0.00033502514,0.037585735,0.0018659215,0.00017006615,0.90148354,0.0001790864],"about_ca_topic_score_codex":0.00003167719,"about_ca_topic_score_gemma":6.144671e-7,"teacher_disagreement_score":0.6885511,"about_ca_system_score_codex":0.0003159315,"about_ca_system_score_gemma":0.00008347805,"threshold_uncertainty_score":0.33797088},"labels":[],"label_agreement":null},{"id":"W106715893","doi":"","title":"The Effects of News Sentiment and Coverage on Credit Rating Analysis","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Financial Distress and Bankruptcy Prediction","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Credit rating; Issuer; Sentiment analysis; Business; Quarter (Canadian coin); Bond credit rating; Intermediary; Credit enhancement; Actuarial science; Credit risk; Credit reference; Finance; Computer science; Artificial intelligence","score_opus":0.003296884059855493,"score_gpt":0.19345777345097642,"score_spread":0.19016088939112094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W106715893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839305,0.000043330398,0.0025816017,0.000814376,0.007042393,0.00060729956,0.000016545757,0.000013352177,0.004950552],"genre_scores_gemma":[0.9990605,0.000009544832,0.000007199702,0.00011420811,0.00062405405,0.0000074703876,0.0000063975276,0.0000025679665,0.00016803113],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989397,0.000015483383,0.0005365323,0.000028825776,0.00040083774,0.00007862068],"domain_scores_gemma":[0.996468,0.00025056454,0.0026878268,0.00008559975,0.00050232024,0.0000057065567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010900274,0.00005831255,0.00015261883,0.00013764978,0.00027889077,0.00037039054,0.00011747976,0.00005351283,7.8143853e-7],"category_scores_gemma":[0.0011482977,0.000032586435,0.00015776865,0.00027773163,0.000008974229,0.0010606777,0.000024985377,0.00011138308,0.0000024604617],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049831014,0.00020350689,0.6192613,0.002149936,0.0031076646,5.357236e-7,0.0018865592,0.015793571,0.0052283285,0.22734304,0.08932688,0.03520034],"study_design_scores_gemma":[0.0027706828,0.000103633116,0.5885009,0.0002775109,0.0014451722,0.0000023380971,0.0010045279,0.035997327,0.00077747984,0.0008473415,0.36806202,0.00021101731],"about_ca_topic_score_codex":0.0000641637,"about_ca_topic_score_gemma":0.000026881946,"teacher_disagreement_score":0.27873513,"about_ca_system_score_codex":0.000050050123,"about_ca_system_score_gemma":0.000013613907,"threshold_uncertainty_score":0.35716844},"labels":[],"label_agreement":null},{"id":"W107486347","doi":"","title":"A Survey of Cognitive Theories to Support Data Integration","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Schema matching; Computer science; Data integration; Schema (genetic algorithms); Heuristics; Conceptual schema; Matching (statistics); Data science; Business intelligence; Schema migration; Knowledge management; Database schema; Data mining; Information retrieval; Recall; Semi-structured model; Database design; Psychology","score_opus":0.09571183727510932,"score_gpt":0.3054713962991922,"score_spread":0.20975955902408286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W107486347","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029084284,0.000035023866,0.95958924,0.00031847588,0.0039648777,0.0006782831,0.00026642246,0.000025056512,0.006038328],"genre_scores_gemma":[0.99871945,0.0000026893256,0.0010166699,0.00009895664,0.000030583626,0.0000040777077,0.000018812636,0.0000016190854,0.00010710992],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985802,0.00015922161,0.00072443543,0.00004450571,0.00040272405,0.000088885594],"domain_scores_gemma":[0.99519736,0.0005577406,0.002040354,0.0002585521,0.0019195734,0.000026422282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046176114,0.00005597607,0.00018235245,0.00012499408,0.000063226864,0.00011638576,0.0009889476,0.000050882085,0.0000010214055],"category_scores_gemma":[0.0055970536,0.000034577304,0.000054621276,0.00028750315,0.000009716373,0.0025308253,0.00013930831,0.000060386952,0.000008782726],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005831977,0.00024272388,0.3916092,0.00022002317,0.0009821767,6.8893513e-7,0.14172979,0.00028826392,0.00015067567,0.33677125,0.065567546,0.061854485],"study_design_scores_gemma":[0.001596614,0.0007937548,0.96609575,0.00036798624,0.00009435011,0.000032304943,0.008236993,0.01043213,0.0037940156,0.0021975173,0.0061155465,0.00024303178],"about_ca_topic_score_codex":0.00013773693,"about_ca_topic_score_gemma":0.00005422488,"teacher_disagreement_score":0.9696352,"about_ca_system_score_codex":0.00007883478,"about_ca_system_score_gemma":0.00015154529,"threshold_uncertainty_score":0.67006004},"labels":[],"label_agreement":null},{"id":"W108287966","doi":"","title":"Toward an Integrated Health Information System for Collaborative Decision Making and Resource Sharing: Findings from a Canadian Study","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Business; Accountability; Corporate governance; Information sharing; Process (computing); Economic shortage; Health care; Shared resource; Quality (philosophy); Resource allocation; Knowledge management; Information system; Healthcare system; Process management; Public relations; Computer science; Management; Political science; Finance; Economic growth; Economics","score_opus":0.03196751965239718,"score_gpt":0.3363383355607214,"score_spread":0.3043708159083242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W108287966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79341096,0.00017626645,0.14424768,0.0093030315,0.0115263965,0.023977136,0.003725613,0.00026034,0.013372558],"genre_scores_gemma":[0.9985693,0.0000038686494,0.00052308926,0.00049165956,0.00021595128,0.000046458626,0.00009728462,0.000004941707,0.00004740952],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9967692,0.00030429926,0.0017260859,0.0000705033,0.00083188753,0.0002980505],"domain_scores_gemma":[0.993579,0.00031382404,0.003439102,0.0001347276,0.0023620692,0.00017131849],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.007924907,0.00013276764,0.00034186998,0.00044300532,0.0014773208,0.0014087806,0.00034534864,0.00013613966,0.0000019534732],"category_scores_gemma":[0.0013114981,0.000103386956,0.00009395177,0.0005486232,0.00001473349,0.006368768,0.000015996695,0.00012669923,0.000003797137],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006375583,0.000040359977,0.02145647,0.00015725252,0.0002290305,1.2565657e-7,0.81139183,0.0021714522,0.000002139456,0.117345974,0.019451922,0.027115896],"study_design_scores_gemma":[0.0020580597,0.00048038395,0.010951311,0.0003006169,0.000041885916,0.000003496916,0.6258944,0.002021756,0.0000045497713,0.00029009514,0.35780707,0.00014632431],"about_ca_topic_score_codex":0.009078566,"about_ca_topic_score_gemma":0.0052730525,"teacher_disagreement_score":0.33835515,"about_ca_system_score_codex":0.0032985792,"about_ca_system_score_gemma":0.000770196,"threshold_uncertainty_score":0.9998226},"labels":[],"label_agreement":null},{"id":"W108330266","doi":"10.17705/1jais.00318","title":"More Enduring Questions in Cognitive IS Research","year":2012,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Cognitive Science and Mapping","field":"Computer Science","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Cognition; Heuristics; Categorization; Cognitive science; Work (physics); Socio-cognitive; Domain (mathematical analysis); Psychology; Computer science; Cognitive ergonomics; Association (psychology); Management science; Cognitive psychology; Epistemology; Human factors and ergonomics; Artificial intelligence; Poison control","score_opus":0.08308683543783688,"score_gpt":0.3763301976271439,"score_spread":0.293243362189307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W108330266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4848327,0.0008429854,0.42501977,0.01818775,0.015680764,0.0035367196,0.0000917302,0.00009369571,0.0517139],"genre_scores_gemma":[0.9990336,0.000007939642,0.00018840733,0.00020621042,0.00016594914,0.000017057047,6.0617594e-7,0.0000014377872,0.00037883094],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829316,0.00015430817,0.0004889584,0.000037233065,0.00077757385,0.00024877227],"domain_scores_gemma":[0.99698555,0.0004836707,0.00077088806,0.000088300236,0.0016192918,0.00005230657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070118112,0.000046191693,0.00010466385,0.00037854112,0.00022743168,0.00026203794,0.00038919062,0.000050943254,7.7639464e-7],"category_scores_gemma":[0.0019185073,0.000033074924,0.00007890723,0.0007573611,0.000013906155,0.0051703122,0.000086290784,0.00020845246,0.000019895237],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056068977,0.00028370117,0.5004311,0.00024053006,0.00023471878,8.124477e-7,0.2643909,0.0012180835,0.0006775356,0.1665266,0.03657744,0.029362503],"study_design_scores_gemma":[0.0036840364,0.0001979376,0.6638086,0.0019322855,0.00004458804,0.00012241237,0.045438576,0.0273673,0.0035881202,0.0026569744,0.25067416,0.000485015],"about_ca_topic_score_codex":0.000017709517,"about_ca_topic_score_gemma":0.0000013969759,"teacher_disagreement_score":0.51420087,"about_ca_system_score_codex":0.00046751063,"about_ca_system_score_gemma":0.00012562054,"threshold_uncertainty_score":0.37483513},"labels":[],"label_agreement":null},{"id":"W110034279","doi":"","title":"Collective sensemaking in virtual teams","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Sensemaking; Narrative; Knowledge management; Perception; Sociology; Psychology; Public relations; Computer science; Political science","score_opus":0.007499155537099336,"score_gpt":0.272818761754357,"score_spread":0.26531960621725764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W110034279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9474968,0.000016222004,0.00138639,0.0004699427,0.014760361,0.00052117015,0.000048653983,0.000011765255,0.035288703],"genre_scores_gemma":[0.99474865,8.485925e-7,0.00003116445,0.00009991808,0.00027143554,0.000013826452,0.0000024020894,0.0000046957393,0.00482706],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987931,0.000068964575,0.00068143534,0.000031887284,0.00028778546,0.00013678394],"domain_scores_gemma":[0.99737686,0.00022261738,0.0018342389,0.00010472896,0.00043699567,0.000024586476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020846087,0.000061954204,0.00015787307,0.00018571729,0.00010609534,0.000091971255,0.00017194627,0.00013814298,0.000007709233],"category_scores_gemma":[0.0003839889,0.000043887267,0.000105905056,0.0002440139,0.000007796347,0.0005789608,0.000013630029,0.00033975064,0.000025474794],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006091395,0.0002039897,0.6229177,0.000090715635,0.0005567041,0.0000013518784,0.12694183,0.014730548,0.000987535,0.17592451,0.046518162,0.01051784],"study_design_scores_gemma":[0.0057748444,0.00035170192,0.43207663,0.00014882903,0.000058804857,0.00020553819,0.0163667,0.024634896,0.000090362046,0.0006287492,0.5193363,0.00032662935],"about_ca_topic_score_codex":0.000035513756,"about_ca_topic_score_gemma":0.000045231103,"teacher_disagreement_score":0.47281814,"about_ca_system_score_codex":0.0005630932,"about_ca_system_score_gemma":0.00016279121,"threshold_uncertainty_score":0.17896707},"labels":[],"label_agreement":null},{"id":"W111731463","doi":"","title":"User’s Perceived IS Slack Resources and their Effects on Innovating with IT","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Proactivity; Deliverable; Computer science; Knowledge management; Adaptation (eye); Process (computing); Work (physics); Process management; Business; Engineering; Psychology; Systems engineering","score_opus":0.032340591769403904,"score_gpt":0.30171449620983576,"score_spread":0.26937390444043186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W111731463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98908234,0.000009302699,0.002954531,0.0051985006,0.00069085887,0.00031710902,0.0000134833645,0.000022101685,0.0017117761],"genre_scores_gemma":[0.997011,0.0000016532356,0.00014933124,0.0013693308,0.00010501161,0.0000072508037,9.759541e-7,0.000005047509,0.0013504154],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99774015,0.0002125755,0.00092732365,0.00007469318,0.00091465184,0.00013059392],"domain_scores_gemma":[0.9938664,0.0013598108,0.0031685433,0.00022330954,0.0013425583,0.000039376766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053588464,0.00010592867,0.0002763988,0.00035738506,0.0002860001,0.00044784666,0.00041495808,0.00014320995,0.0000024866292],"category_scores_gemma":[0.0037253844,0.000051493156,0.00009659541,0.00046893593,0.000021852638,0.00093516574,0.00003860751,0.00022428593,0.000024218116],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003327232,0.000055859444,0.76582605,0.000090410635,0.00024004665,2.3715486e-7,0.03424241,0.0012486335,0.00048612722,0.013951866,0.14463569,0.03888997],"study_design_scores_gemma":[0.0022446224,0.00046256444,0.44071937,0.00026025475,0.000032555632,0.000038194255,0.008229358,0.0027501269,0.0005322662,0.00078781956,0.5437812,0.00016161492],"about_ca_topic_score_codex":0.0000034076531,"about_ca_topic_score_gemma":0.000002468501,"teacher_disagreement_score":0.39914554,"about_ca_system_score_codex":0.0001372389,"about_ca_system_score_gemma":0.000030953208,"threshold_uncertainty_score":0.44599023},"labels":[],"label_agreement":null},{"id":"W1126173113","doi":"","title":"Technological Platforms and Innovation: Review, Integration, and Extension","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Transformative learning; Variety (cybernetics); Context (archaeology); Field (mathematics); Knowledge management; Innovation management; Thematic map; Computer science; Data science; Sociology; Geography","score_opus":0.03492751041845492,"score_gpt":0.22963845782663989,"score_spread":0.19471094740818495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1126173113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9577092,0.0011427732,0.0049999724,0.0051471656,0.0028188168,0.0013463615,0.000011664026,0.00006811254,0.026755963],"genre_scores_gemma":[0.99780816,0.00007397905,0.000068053494,0.001615464,0.00022971719,0.0000066341827,0.000014075695,0.0000034102382,0.0001804891],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990293,0.000001050574,0.0006633704,0.000033725053,0.00020075006,0.00007185382],"domain_scores_gemma":[0.99690664,0.000033807883,0.0018307384,0.00006135739,0.0011588527,0.000008618445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021861175,0.000063310945,0.00016406295,0.0002187448,0.00008857056,0.0005709861,0.00008831847,0.000068723144,5.5113367e-7],"category_scores_gemma":[0.0018834391,0.00003664048,0.00003440899,0.00034462666,0.00001724418,0.008722626,0.00004970369,0.00008091364,0.000009759048],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043593885,0.000015204411,0.010087826,0.00043097965,0.000044696746,1.0031103e-7,0.00010933639,0.00015790224,0.000012249704,0.8987216,0.07470296,0.0156736],"study_design_scores_gemma":[0.0016989569,0.000052193154,0.0060593653,0.000878447,0.000080753154,0.00006379187,0.0037468155,0.007086612,0.000019895579,0.04434298,0.9357536,0.00021659593],"about_ca_topic_score_codex":0.0000034840039,"about_ca_topic_score_gemma":8.8509546e-7,"teacher_disagreement_score":0.8610506,"about_ca_system_score_codex":0.00010057685,"about_ca_system_score_gemma":0.000020462103,"threshold_uncertainty_score":0.63236934},"labels":[],"label_agreement":null},{"id":"W1128326779","doi":"","title":"A Work-Systems Approach to Classifying Risks in Crowdfunding Platforms: An Exploratory Analysis.","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Business; Equity crowdfunding; Risk management; Vendor; Work (physics); Quality (philosophy); Risk analysis (engineering); Legal risk; Risk management framework; Operational risk; Equity (law); Marketing; Knowledge management; IT risk management; Finance; Computer science; Seed money; Engineering","score_opus":0.10386192728513097,"score_gpt":0.27980965885587206,"score_spread":0.1759477315707411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1128326779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8967337,0.00013039033,0.061802544,0.0002488845,0.0053806105,0.001762679,0.000026175503,0.00010753601,0.0338075],"genre_scores_gemma":[0.9986399,9.374362e-7,0.00013440519,0.0002113953,0.00065376936,0.000065191,0.000025067267,0.000016123518,0.00025321837],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971015,0.000030794592,0.0014695749,0.00011048155,0.000967315,0.00032034342],"domain_scores_gemma":[0.9944481,0.00008428698,0.0039056465,0.00021452318,0.0013013027,0.000046127134],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0059902146,0.00017600242,0.00048330743,0.0015598205,0.00017604006,0.0017891814,0.0005266215,0.00015598688,4.1050632e-7],"category_scores_gemma":[0.0015161244,0.00013380448,0.00023182922,0.002999981,0.000010182978,0.011801898,0.000101710306,0.00024740302,0.000047274905],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020897452,0.000114279,0.57237124,0.00030379105,0.0004009785,5.758819e-7,0.0040761735,0.37148315,0.000015117018,0.033973563,0.016553853,0.0004983001],"study_design_scores_gemma":[0.006868758,0.00015405288,0.19448224,0.0012704475,0.0009050442,0.000021430624,0.0657303,0.2565604,0.000040360283,0.0013185822,0.47118986,0.0014585361],"about_ca_topic_score_codex":0.00015128979,"about_ca_topic_score_gemma":0.000029959412,"teacher_disagreement_score":0.454636,"about_ca_system_score_codex":0.0013503302,"about_ca_system_score_gemma":0.00008758828,"threshold_uncertainty_score":0.9992471},"labels":[],"label_agreement":null},{"id":"W11308223","doi":"10.17705/1jais.00338","title":"Designing and Using Carbon Management Systems to Promote Ecologically Responsible Behaviors","year":2013,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Social Sciences and Humanities Research Council of Canada; Queen's University","keywords":"Persuasion; Sustainability; Context (archaeology); Order (exchange); Business; Knowledge management; Product (mathematics); Process management; Psychology; Marketing; Computer science; Social psychology; Ecology","score_opus":0.020760899559459426,"score_gpt":0.2666907876789907,"score_spread":0.24592988811953126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W11308223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78340334,0.000023077644,0.20739818,0.0012028142,0.0037490376,0.0024005459,0.000003053121,0.000067594345,0.0017523519],"genre_scores_gemma":[0.987634,0.0000012881345,0.011721644,0.00010163914,0.00005228846,0.00006558865,4.9419845e-7,0.000004212434,0.00041885112],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998425,0.0001282418,0.0007940058,0.00006988738,0.0004155381,0.00016732808],"domain_scores_gemma":[0.9964725,0.00009447902,0.0019465688,0.00016282179,0.0012890585,0.000034584453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021342905,0.00008953939,0.00018145794,0.00042390023,0.00020163764,0.00056672544,0.00040782325,0.000107517015,4.0363815e-7],"category_scores_gemma":[0.00028237328,0.000063851236,0.00005075683,0.0004159635,0.000007781954,0.002007527,0.0001166594,0.0001507324,0.000008300856],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028891425,0.00036187327,0.075699694,0.0012296918,0.0020054295,0.000010160879,0.033432428,0.12272812,0.106414646,0.6117471,0.027384192,0.018697755],"study_design_scores_gemma":[0.007307738,0.002891186,0.13935721,0.002916053,0.00047699426,0.0012129539,0.01805334,0.6881872,0.026543032,0.00619313,0.10502107,0.0018401389],"about_ca_topic_score_codex":0.00002297814,"about_ca_topic_score_gemma":6.742966e-7,"teacher_disagreement_score":0.605554,"about_ca_system_score_codex":0.00086581707,"about_ca_system_score_gemma":0.000049045746,"threshold_uncertainty_score":0.54649466},"labels":[],"label_agreement":null},{"id":"W1131981466","doi":"","title":"Coping with BYOD Security Threat: From Management Perspective","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information and Cyber Security","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Bring your own device; Coping (psychology); Outsourcing; Computer security; Perspective (graphical); Security policy; Computer science; Business; Risk analysis (engineering); Mobile device; Marketing; Psychology","score_opus":0.012221305027747728,"score_gpt":0.2327595400087666,"score_spread":0.22053823498101888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1131981466","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014704096,0.00023804007,0.80353874,0.008405346,0.007641273,0.001830566,0.00009145737,0.00014692654,0.16340357],"genre_scores_gemma":[0.9972602,0.0000061463584,0.0016773844,0.0006457124,0.00014744801,0.000014956376,0.000005582664,0.0000033164936,0.00023923795],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983104,0.00007777809,0.00059297035,0.000049513066,0.0008342463,0.00013512859],"domain_scores_gemma":[0.9958359,0.00007147808,0.0019372919,0.00020858116,0.0018747303,0.00007201823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014648323,0.000088613924,0.00017201646,0.000117682685,0.00014540015,0.00048526726,0.0005679595,0.000060657185,6.2804367e-7],"category_scores_gemma":[0.0001185216,0.00005643489,0.00010177345,0.00028478896,0.000007871901,0.003975006,0.00007313497,0.00013069263,0.000025657117],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007591669,0.000039726583,0.0032192022,0.000048811256,0.00037124005,5.748959e-7,0.063596725,0.004748061,8.4441683e-7,0.8746008,0.05289627,0.00040177038],"study_design_scores_gemma":[0.011554738,0.00047598957,0.010591029,0.00038701136,0.00019910924,0.000110325804,0.06063192,0.05216238,0.00037998214,0.034644663,0.82819164,0.0006712265],"about_ca_topic_score_codex":0.000051909024,"about_ca_topic_score_gemma":0.0000058487426,"teacher_disagreement_score":0.9825561,"about_ca_system_score_codex":0.0010438131,"about_ca_system_score_gemma":0.00013019575,"threshold_uncertainty_score":0.46794432},"labels":[],"label_agreement":null},{"id":"W1141488181","doi":"","title":"Challenges in Technostress Research: Guiding Future Work","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technostress in Professional Settings","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Technostress; Work (physics); Computer science; Stress (linguistics); Knowledge management; Psychology; Engineering","score_opus":0.2704395128343441,"score_gpt":0.4201394117357632,"score_spread":0.1496998989014191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1141488181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38982666,0.023496801,0.0005385213,0.12215294,0.101651944,0.006743444,0.00017962135,0.00038256636,0.35502753],"genre_scores_gemma":[0.9976335,0.000041226904,0.000113866125,0.000056305085,0.00076911855,0.00005991402,0.0000031273178,0.000010229123,0.0013126857],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971453,0.00037351908,0.0009880153,0.00006682663,0.0011505109,0.00027583766],"domain_scores_gemma":[0.9955979,0.0005103311,0.002003388,0.00024633287,0.0015818065,0.00006024584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010433429,0.000088494315,0.00021747706,0.00050019426,0.00012856425,0.00008822891,0.0006050357,0.00032363986,0.0000023100108],"category_scores_gemma":[0.0027651803,0.000060720286,0.00010012944,0.00066293136,0.00001808718,0.0007597814,0.00008925467,0.00048068268,0.000044009845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000480916,0.00015603885,0.09978465,0.0001603117,0.0002364064,0.0000028709148,0.04910877,0.0006416767,0.000025551764,0.19552562,0.61058784,0.04328933],"study_design_scores_gemma":[0.0017509811,0.00009926958,0.02613828,0.0006350531,0.000013788371,0.000031524178,0.08393185,0.000024136423,0.00010381547,0.0019937828,0.88515526,0.00012223641],"about_ca_topic_score_codex":0.00001180859,"about_ca_topic_score_gemma":0.0000050165595,"teacher_disagreement_score":0.60780686,"about_ca_system_score_codex":0.0010320254,"about_ca_system_score_gemma":0.00009636366,"threshold_uncertainty_score":0.36160392},"labels":[],"label_agreement":null},{"id":"W1148993553","doi":"","title":"Affordance-based User Personas : A mixed-method Approach to Persona Development","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Persona Design and Applications","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Concordia University","funders":"","keywords":"Persona; Affordance; Computer science; Human–computer interaction; User interface; Knowledge management","score_opus":0.0350032222739043,"score_gpt":0.264963206553453,"score_spread":0.22995998427954872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1148993553","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015285271,0.000026904778,0.99187917,0.001386279,0.0009489314,0.00052975456,0.000009726742,0.000030129897,0.003660555],"genre_scores_gemma":[0.51833946,7.502041e-7,0.47699964,0.0012842446,0.00027340197,0.00020346355,0.0000096994745,0.000010468224,0.002878835],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980878,0.000121985766,0.0006266223,0.00007974311,0.00087758125,0.00020622622],"domain_scores_gemma":[0.9971029,0.0001367418,0.0012490486,0.0002068836,0.0011389807,0.00016540548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003591549,0.00010383663,0.00019490422,0.00019032478,0.00020165145,0.00038775644,0.0007896742,0.000074729294,2.1959139e-7],"category_scores_gemma":[0.00039171148,0.00007340638,0.00014309642,0.0005146244,0.000004686823,0.0012245916,0.000049370192,0.000110890986,0.000033502954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014179361,0.00042316617,0.006216416,0.0002816093,0.0004347598,3.1182995e-7,0.08449305,0.13953157,0.00042161104,0.20872891,0.5330789,0.026247894],"study_design_scores_gemma":[0.0013110889,0.000056709297,0.0024495637,0.000052309944,0.000017801794,0.00002379954,0.0029210285,0.11359892,0.00049153494,0.00009112284,0.8788057,0.00018045378],"about_ca_topic_score_codex":0.0000056697386,"about_ca_topic_score_gemma":6.795742e-7,"teacher_disagreement_score":0.51681095,"about_ca_system_score_codex":0.0010933268,"about_ca_system_score_gemma":0.0006277645,"threshold_uncertainty_score":0.37391442},"labels":[],"label_agreement":null},{"id":"W115547302","doi":"","title":"CONFIGURABILITY, MATURITY, AND VALUE CO- CREATION IN SAAS: AN EXPLORATORY CASE STUDY","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Software as a service; Capability Maturity Model; Maturity (psychological); Value (mathematics); Service (business); Service Integration Maturity Model; Knowledge management; Exploratory research; Process management; Co-creation; Computer science; Business; Software; Software development; Marketing; Operating system; Psychology","score_opus":0.043235392845023694,"score_gpt":0.2796256136582424,"score_spread":0.2363902208132187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W115547302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940062,0.000013094669,0.000067692956,0.00031610526,0.0009064463,0.0007614759,0.0000044990684,0.000015226442,0.0039092335],"genre_scores_gemma":[0.99895483,0.0000013899363,0.000017803186,0.00057508296,0.00039217997,0.000019319506,0.000010951566,0.0000055013734,0.000022956689],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863386,0.00006919534,0.00081127393,0.000055550376,0.00033469909,0.00009540969],"domain_scores_gemma":[0.9968665,0.000053590404,0.0019749696,0.00013016426,0.0009664899,0.000008273643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004276932,0.000081618884,0.00016902904,0.00032132686,0.0001533004,0.00033222244,0.00013490066,0.00006940203,0.0000036176366],"category_scores_gemma":[0.0003419116,0.00006113634,0.00003960188,0.00035818797,0.000007413689,0.006706465,0.000025656225,0.00011465342,0.000008289633],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019822572,0.00035102814,0.93447214,0.0004889748,0.00010944775,0.0000054214515,0.031858884,0.0003442011,0.000070300055,0.028544784,0.001847147,0.0017094389],"study_design_scores_gemma":[0.007642148,0.00035108623,0.6603616,0.00026974836,0.0003341232,0.0003209958,0.26698494,0.007975534,0.00027973662,0.008728454,0.046161972,0.0005896804],"about_ca_topic_score_codex":0.0006011998,"about_ca_topic_score_gemma":0.00015273325,"teacher_disagreement_score":0.27411056,"about_ca_system_score_codex":0.00014980033,"about_ca_system_score_gemma":0.000027495675,"threshold_uncertainty_score":0.4862025},"labels":[],"label_agreement":null},{"id":"W115580271","doi":"","title":"Predicting Patterns of Information Systems Alignment in Entrepreneurial Organizations","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Regina","funders":"","keywords":"Punctuated equilibrium; Process (computing); Knowledge management; Computer science; Inertia; Information system; Engineering","score_opus":0.004268702115074038,"score_gpt":0.18823496081120078,"score_spread":0.18396625869612673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W115580271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98011655,0.000008896319,0.003616876,0.0005136234,0.008364488,0.0010151848,0.00008971778,0.000046109097,0.0062285624],"genre_scores_gemma":[0.9992137,0.0000048404504,0.00001944348,0.00013677453,0.00047862806,0.000021028214,0.00004288405,0.0000050707044,0.00007763548],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974829,0.000016299191,0.0016821339,0.00003501532,0.0006223879,0.00016129669],"domain_scores_gemma":[0.9918942,0.0000782123,0.0061136275,0.0001555183,0.0017491899,0.000009246961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016070128,0.00010416612,0.00024025832,0.00047272246,0.00013362874,0.0003762363,0.00034207807,0.00018223946,0.0000053891044],"category_scores_gemma":[0.0014154137,0.00007954012,0.000097908494,0.0005473261,0.000010209528,0.0077781146,0.000051694762,0.0002365294,0.000024406127],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048931914,0.00004028291,0.7896263,0.0004972466,0.000082772036,9.215292e-8,0.0017015452,0.021615118,0.00021724256,0.18263566,0.003064054,0.00047075652],"study_design_scores_gemma":[0.010555044,0.00011276765,0.34610245,0.0008923211,0.0002857772,0.000055904125,0.024120774,0.0709185,0.001773336,0.0011352949,0.5433444,0.0007034343],"about_ca_topic_score_codex":0.00028631772,"about_ca_topic_score_gemma":0.000042004733,"teacher_disagreement_score":0.54028034,"about_ca_system_score_codex":0.00018642626,"about_ca_system_score_gemma":0.0000913664,"threshold_uncertainty_score":0.5638945},"labels":[],"label_agreement":null},{"id":"W1156890328","doi":"","title":"The Impact of Proximity Marketing on Consumer Reactions and Firm Performance: A Conceptual and Integrative Model","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Perspective (graphical); Marketing; Conceptual model; Identification (biology); Antecedent (behavioral psychology); Business; Marketing research; Marketing management; Conceptual framework; Knowledge management; Computer science; Psychology; Sociology","score_opus":0.0385849449718249,"score_gpt":0.27589999260668785,"score_spread":0.23731504763486294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1156890328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99592465,0.00013558299,0.00007211885,0.00027448128,0.00034925676,0.0004145515,0.000013235255,0.0000070712476,0.0028090754],"genre_scores_gemma":[0.9996321,0.000032898948,0.000013129686,0.000014505503,0.000049118087,0.00001362039,0.0000016078068,0.0000035702549,0.00023944948],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989849,0.000036483212,0.0005330158,0.000032641903,0.0003196339,0.00009336982],"domain_scores_gemma":[0.9960173,0.00030049062,0.0022297292,0.00006857122,0.00137258,0.000011371464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002740948,0.000082929684,0.00017710624,0.000096718635,0.00028858904,0.00021984636,0.000092621354,0.000042193755,3.0639396e-7],"category_scores_gemma":[0.0019217898,0.00004152329,0.00008399635,0.00012779734,0.000053055745,0.0018129033,0.000049274644,0.00012884794,0.0000016082363],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039056034,0.000024612329,0.97896373,0.00012432235,0.00029553575,3.0682507e-8,0.0028519125,0.001758884,0.000027280661,0.003367976,0.0062174946,0.005977633],"study_design_scores_gemma":[0.004286445,0.00017043449,0.6872751,0.0006915449,0.00043487648,0.000021847141,0.032699797,0.23090869,0.00002610042,0.0002223537,0.042955276,0.00030749716],"about_ca_topic_score_codex":0.0000720101,"about_ca_topic_score_gemma":0.00001026303,"teacher_disagreement_score":0.29168862,"about_ca_system_score_codex":0.00021850341,"about_ca_system_score_gemma":0.000066553745,"threshold_uncertainty_score":0.23007007},"labels":[],"label_agreement":null},{"id":"W1157014685","doi":"","title":"Privacy Controls and Disclosure Behavior","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Openness to experience; Secrecy; Context (archaeology); Internet privacy; Business; Control (management); Computer science; Computer security; Psychology; Social psychology","score_opus":0.03344706412835263,"score_gpt":0.3035661128920042,"score_spread":0.27011904876365156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1157014685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8656182,0.0015817686,0.01529447,0.035715956,0.029954493,0.008760414,0.00059406314,0.00018687373,0.04229376],"genre_scores_gemma":[0.9987853,0.000025426927,0.00006574028,0.00008326153,0.0005077158,0.000025154777,0.0000051819998,0.0000027956987,0.000499389],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984514,0.00021468465,0.00050219346,0.00003095178,0.0006762973,0.00012448282],"domain_scores_gemma":[0.99709237,0.00012923687,0.0015988668,0.00010217759,0.0009833846,0.000093953335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004431778,0.000053262247,0.00014763596,0.00007709446,0.00033832388,0.00037523115,0.000288733,0.000107237815,8.537527e-7],"category_scores_gemma":[0.0051039956,0.000037010064,0.00007988986,0.0001381235,0.000022909158,0.0024497577,0.000050862567,0.00011490872,0.000006596217],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042768102,0.00022111523,0.40837356,0.00019335066,0.00040395322,6.681402e-7,0.1743444,0.00030820735,0.00016945165,0.13759595,0.26680726,0.011154379],"study_design_scores_gemma":[0.0017528173,0.00008056019,0.014234131,0.000038007118,0.000079551435,0.0000092736855,0.010568685,0.000138127,0.000029251121,0.0014318114,0.9715492,0.00008860039],"about_ca_topic_score_codex":0.00020037693,"about_ca_topic_score_gemma":0.000031577554,"teacher_disagreement_score":0.7047419,"about_ca_system_score_codex":0.0005119432,"about_ca_system_score_gemma":0.00020974272,"threshold_uncertainty_score":0.6110328},"labels":[],"label_agreement":null},{"id":"W1157948749","doi":"","title":"Younger Persons are More Likely to Adopt the Mobile Wallet than Older Persons, or are they? The Moderating Role of Age.","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mobile payment; Business; Payment; Advertising; Internet privacy; Mobile phone; Empirical research; SwIPe; Phone; Marketing; Terminal (telecommunication); Mobile commerce; Computer science; Computer security; Telecommunications; Finance","score_opus":0.07275948180970646,"score_gpt":0.3406590750675277,"score_spread":0.2678995932578212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1157948749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97542155,0.0002559914,0.0019698248,0.017384283,0.0021691076,0.0017441703,0.000271082,0.000049088678,0.0007348917],"genre_scores_gemma":[0.9956768,0.0000037188593,0.00013236485,0.0005745578,0.00015524881,0.00007272587,0.000002481076,0.000009559634,0.0033725395],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99592644,0.00035338802,0.0013500346,0.00009937958,0.0020486254,0.00022211806],"domain_scores_gemma":[0.99156845,0.0007023386,0.004976359,0.00048714507,0.002176402,0.000089335444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007386295,0.00015137545,0.00038213187,0.00025604042,0.000530983,0.00055202446,0.0013012278,0.00019803709,0.000007348263],"category_scores_gemma":[0.0044112434,0.00006269224,0.00033451046,0.00055097643,0.00003974574,0.0012916417,0.00012686144,0.00036441686,0.000033025524],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035081562,0.00014935242,0.3451506,0.000034802535,0.00033824972,0.0000015211705,0.2745627,0.045667272,0.000118968615,0.0018695907,0.32879028,0.00296587],"study_design_scores_gemma":[0.0012960723,0.00017474647,0.1403104,0.00018558085,0.00011706225,0.00008294609,0.693171,0.007255044,0.00011061549,0.00035618444,0.15674406,0.00019625809],"about_ca_topic_score_codex":0.000049817136,"about_ca_topic_score_gemma":0.000066666056,"teacher_disagreement_score":0.41860834,"about_ca_system_score_codex":0.00035119746,"about_ca_system_score_gemma":0.00018096028,"threshold_uncertainty_score":0.5323185},"labels":[],"label_agreement":null},{"id":"W1158226590","doi":"","title":"The Influence of IT and Knowledge on Firm Agility and Performance","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada; Queen's University","funders":"","keywords":"Dynamic capabilities; Knowledge management; Perspective (graphical); Resource (disambiguation); Business; Business ecosystem; Computer science; Conceptual model; Resource-based view; Process management; Competitive advantage; Marketing; Artificial intelligence","score_opus":0.02203761327813542,"score_gpt":0.240189384903175,"score_spread":0.2181517716250396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1158226590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90091145,0.000091768976,0.0000452319,0.0018252316,0.001500403,0.0005015332,0.000003257784,0.000010242955,0.095110886],"genre_scores_gemma":[0.9987518,0.000012085686,0.0000062023573,0.0003190945,0.00019256822,0.0000061053265,0.0000012388033,0.000002488719,0.0007084122],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989993,0.000018589766,0.00057448243,0.000029474077,0.0002982877,0.00007985407],"domain_scores_gemma":[0.99634695,0.000104864004,0.001737578,0.00008452006,0.0017179507,0.00000814758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033309686,0.000057645357,0.00011717403,0.00011836878,0.00020265566,0.0002457652,0.00014136858,0.000036122587,1.6434264e-7],"category_scores_gemma":[0.0009064147,0.000033872275,0.000034700042,0.00023595711,0.000020560115,0.0013300303,0.00006346287,0.00007551486,0.0000112849675],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045783614,0.000092355665,0.2907803,0.0015865298,0.0002491453,6.3805345e-8,0.00465893,0.0032060528,0.000022186558,0.61128366,0.07294478,0.01471817],"study_design_scores_gemma":[0.0012800436,0.000054471668,0.1670637,0.00017334482,0.000042018473,0.0000018337067,0.0028909976,0.008294379,0.000014809484,0.0005343148,0.8195633,0.00008673945],"about_ca_topic_score_codex":0.0000070477117,"about_ca_topic_score_gemma":0.000005299757,"teacher_disagreement_score":0.74661857,"about_ca_system_score_codex":0.000109519126,"about_ca_system_score_gemma":0.000032071614,"threshold_uncertainty_score":0.23699196},"labels":[],"label_agreement":null},{"id":"W1160788059","doi":"","title":"Contextual Factors in Post-adoption: Applying the Model of Proactive Work Behavior to the Study of End-User innovation","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Autonomy; Proactivity; Knowledge management; Process (computing); Context (archaeology); Work (physics); Psychology; Cognition; Computer science; Social psychology; Engineering","score_opus":0.16145189109743116,"score_gpt":0.36722160314844066,"score_spread":0.2057697120510095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1160788059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99231684,0.000007713404,0.0033698608,0.00083860283,0.000869735,0.002408161,0.00004661959,0.000007964687,0.00013447613],"genre_scores_gemma":[0.99933195,4.6122085e-7,0.000062849096,0.00008185486,0.000033975393,0.00017145668,0.0000029824,0.000004585102,0.00030991153],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954861,0.00031074867,0.002116408,0.00007189134,0.0018887044,0.0001261957],"domain_scores_gemma":[0.98902184,0.0005322834,0.0049468246,0.00032854336,0.00514057,0.00002995584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0097441375,0.00010325917,0.00031738708,0.00060516066,0.0001502844,0.00013443538,0.0008612627,0.00013179705,0.0000017242428],"category_scores_gemma":[0.004422684,0.000048170827,0.00011851045,0.0020306672,0.000028009605,0.0011613818,0.00009148005,0.00027728887,0.0000051898146],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029635246,0.0003200511,0.84995264,0.0000050725403,0.00011695777,7.0719935e-8,0.06082188,0.07442595,0.00015135932,0.0058675767,0.003876283,0.004165818],"study_design_scores_gemma":[0.0022525145,0.00040936156,0.72120285,0.0000412796,0.00010589888,0.0000048500387,0.26843375,0.0018698741,0.00034909655,0.00022533063,0.004986034,0.00011916957],"about_ca_topic_score_codex":0.000043489334,"about_ca_topic_score_gemma":0.000045752255,"teacher_disagreement_score":0.20761189,"about_ca_system_score_codex":0.0003733301,"about_ca_system_score_gemma":0.00020466709,"threshold_uncertainty_score":0.5294686},"labels":[],"label_agreement":null},{"id":"W116903229","doi":"","title":"Perceptive Users with Attitudes - Some Hueristics on Theorizing","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Innovation Diffusion and Forecasting","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Heuristics; Affordance; Salience (neuroscience); Salient; Perception; Computer science; Data science; Management science; Human–computer interaction; Epistemology; Psychology; Artificial intelligence; Engineering","score_opus":0.054677423444454795,"score_gpt":0.335479230366317,"score_spread":0.2808018069218622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W116903229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84437937,0.000042834577,0.045324557,0.009982903,0.009851326,0.0019483409,0.00012448903,0.000088929846,0.08825725],"genre_scores_gemma":[0.99659044,0.0000019372985,0.00028013048,0.0011497035,0.00029324126,0.0000028537947,0.000002593252,0.0000039788288,0.0016751204],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963745,0.00013702591,0.0012952264,0.00006525037,0.0019705882,0.00015742896],"domain_scores_gemma":[0.9919372,0.0008141389,0.0042187236,0.00018294474,0.0028007866,0.00004618553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005920586,0.00010376517,0.0002596637,0.0003677322,0.00036192755,0.0006363964,0.00045145449,0.00008528436,0.0000065744853],"category_scores_gemma":[0.00536057,0.00005338775,0.00015899411,0.0006143281,0.00001675317,0.0018096151,0.000017607581,0.00019506195,0.000047662164],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008087022,0.00017790505,0.0438779,0.000034117325,0.00023480337,9.392374e-7,0.015749913,0.047150955,0.00044910077,0.77296895,0.08478727,0.033759467],"study_design_scores_gemma":[0.007410471,0.0024483632,0.41921636,0.00082191656,0.00011782253,0.0001225828,0.0334048,0.019418022,0.0008136738,0.025999999,0.48945057,0.000775409],"about_ca_topic_score_codex":0.0000011917704,"about_ca_topic_score_gemma":6.3594246e-7,"teacher_disagreement_score":0.7469689,"about_ca_system_score_codex":0.00039377972,"about_ca_system_score_gemma":0.00009844201,"threshold_uncertainty_score":0.641749},"labels":[],"label_agreement":null},{"id":"W117867007","doi":"","title":"A Novel Dual Factor Fuzzy Time Series Forecasting based on new Fuzzy sets and Interval Definition by Evolution Strategies","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Stock Market Forecasting Methods","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Fuzzy logic; Geodetic datum; Dual (grammatical number); Computer science; Interval (graph theory); Fuzzy set; Heuristic; Series (stratigraphy); Time series; Fuzzy number; Data mining; Mathematics; Artificial intelligence; Mathematical optimization; Machine learning","score_opus":0.1311532148744669,"score_gpt":0.32224603671332247,"score_spread":0.19109282183885556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W117867007","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3501928,0.00013081182,0.54364896,0.0017501353,0.010691504,0.0026729603,0.0012276409,0.00016062941,0.08952454],"genre_scores_gemma":[0.9893324,8.550733e-7,0.009525875,0.0000928507,0.0001772052,0.000011127088,0.000011127142,0.000012117959,0.00083646586],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99600005,0.00040904034,0.0016420813,0.00011976169,0.0015990117,0.00023006843],"domain_scores_gemma":[0.9912571,0.0021076633,0.00487977,0.00020142259,0.0014476284,0.00010643564],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007930593,0.0001765994,0.00037950493,0.0004146842,0.00030347455,0.000745248,0.00035705476,0.00017289426,0.000012680981],"category_scores_gemma":[0.012723229,0.000116849325,0.00022756218,0.00046152913,0.00002929824,0.0037544034,0.000054591954,0.00021891431,0.000021691689],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010668029,0.00083559647,0.15082604,0.0007921779,0.0016722525,0.0000036376837,0.08369336,0.026559547,0.009583745,0.095281795,0.48349154,0.13659228],"study_design_scores_gemma":[0.021550717,0.006612521,0.4049262,0.002867656,0.000688204,0.0012423364,0.04064746,0.29285342,0.0029004999,0.15930839,0.06383335,0.0025692417],"about_ca_topic_score_codex":0.000042496125,"about_ca_topic_score_gemma":0.0000064122,"teacher_disagreement_score":0.6391396,"about_ca_system_score_codex":0.0005375568,"about_ca_system_score_gemma":0.00029978328,"threshold_uncertainty_score":0.995593},"labels":[],"label_agreement":null},{"id":"W1179216967","doi":"","title":"A Foundation for the Study of Personal Cloud Computing in Organizations","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Queen's University","funders":"","keywords":"Foundation (evidence); Cloud computing; Knowledge management; Computer science; Management science; Engineering ethics; Engineering; Political science","score_opus":0.10166904261886398,"score_gpt":0.372552788821369,"score_spread":0.270883746202505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1179216967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94100446,0.000023218756,0.05206973,0.0018571172,0.0035376854,0.0013380678,0.000022138356,0.000012707508,0.00013485583],"genre_scores_gemma":[0.99939156,7.208343e-7,0.00011596689,0.0000557669,0.000121244935,0.0000123321715,0.0000026722896,0.000003686925,0.00029608008],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99702793,0.0001968271,0.0014906963,0.000050967385,0.0011330287,0.00010054586],"domain_scores_gemma":[0.99012256,0.0012852645,0.0038479278,0.00016202572,0.0045547476,0.000027471302],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010156829,0.00006322838,0.00022198775,0.0003264951,0.00021075504,0.00020883327,0.0005433509,0.00008756548,0.0000018607388],"category_scores_gemma":[0.011329612,0.000034794062,0.00010025936,0.001047896,0.000015219418,0.00084168644,0.000046658068,0.00013369357,0.000007889902],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001112093,0.0002133362,0.8881327,0.000012151131,0.00010218027,5.216572e-8,0.047456477,0.033784844,0.000017429855,0.0063208523,0.021294955,0.0025538215],"study_design_scores_gemma":[0.008984985,0.00060136575,0.533039,0.00007019168,0.00015546635,0.000028034803,0.2727357,0.09726822,0.00004665138,0.0015125013,0.08538412,0.00017379953],"about_ca_topic_score_codex":0.000023478708,"about_ca_topic_score_gemma":0.00003381298,"teacher_disagreement_score":0.35509372,"about_ca_system_score_codex":0.0003560038,"about_ca_system_score_gemma":0.00019836542,"threshold_uncertainty_score":0.99699837},"labels":[],"label_agreement":null},{"id":"W1181503500","doi":"","title":"Impact of Persuasion Processes on Consumer Attitude Towards Online Shopping: The Moderating Role of Product Involvement and Consumer Self-Efficacy","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Persuasion; Elaboration likelihood model; Purchasing; Product (mathematics); Vendor; Consumer behaviour; Marketing; Advertising; Psychology; Structural equation modeling; Business; Computer science; Social psychology","score_opus":0.11295665847315907,"score_gpt":0.38198275004323495,"score_spread":0.2690260915700759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1181503500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975736,0.0002935151,0.0002423209,0.00075953733,0.00036458412,0.0005436846,0.00006388061,0.0000133067215,0.00014554689],"genre_scores_gemma":[0.99960804,0.0000255216,0.00018940162,0.000040819115,0.00004333358,0.000006505833,0.0000039353217,0.000004086466,0.00007836103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969101,0.00017847124,0.0013719482,0.00007498406,0.00134959,0.000114933915],"domain_scores_gemma":[0.99094886,0.00048707734,0.004237823,0.000234888,0.0040398017,0.000051579387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004939737,0.00010440123,0.00032352618,0.00026038973,0.00014270048,0.00014332107,0.00040739687,0.00009514827,0.0000016847833],"category_scores_gemma":[0.007371887,0.000050360228,0.00015477589,0.00041629813,0.000041916224,0.0007953339,0.000063364736,0.0001752983,0.0000026371147],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026469858,0.0005568689,0.9490327,0.000091748865,0.00043842517,8.184671e-8,0.01857661,0.013593066,0.00052544766,0.0011736227,0.008443456,0.007303272],"study_design_scores_gemma":[0.0066356156,0.001298887,0.8969404,0.00052492466,0.0003453863,0.000064199114,0.042707827,0.017212806,0.0026058608,0.000715373,0.030603327,0.0003453588],"about_ca_topic_score_codex":0.00002530537,"about_ca_topic_score_gemma":0.0000062897957,"teacher_disagreement_score":0.05209227,"about_ca_system_score_codex":0.00026587764,"about_ca_system_score_gemma":0.0004606787,"threshold_uncertainty_score":0.882537},"labels":[],"label_agreement":null},{"id":"W118265052","doi":"","title":"AUCTION AND NEGOTIATION MECHANISMS FOR MULTI-ATTRIBUTE E-PROCUREMENT TRANSACTIONS","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; University of Windsor","funders":"","keywords":"Computer science; Incentive compatibility; Mechanism design; Procurement; Negotiation; Order (exchange); Common value auction; Incentive; Risk analysis (engineering); Process management; Business; Marketing; Microeconomics","score_opus":0.0739311562240856,"score_gpt":0.3414046571146145,"score_spread":0.2674735008905289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W118265052","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019977728,0.000012045787,0.99306816,0.0017158547,0.0021824078,0.00082705374,0.00008270458,0.000016067757,0.0000979434],"genre_scores_gemma":[0.99364,0.000005007431,0.0036198872,0.00018899418,0.0002273804,0.00011764292,0.000009361789,0.0000064641636,0.0021852609],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99745107,0.00019901928,0.0012882528,0.00008771948,0.0008417933,0.00013217068],"domain_scores_gemma":[0.99332476,0.00084839144,0.0033847769,0.00017843569,0.0022013036,0.00006234692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008765097,0.00009309206,0.00022905093,0.0002301708,0.0006179255,0.00039232578,0.000279787,0.000114299924,0.0000048226716],"category_scores_gemma":[0.002924661,0.00006186363,0.00022891104,0.00034839608,0.000015253921,0.0016959319,0.000010362171,0.0001042665,0.000015736141],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037008134,0.00030249343,0.00421794,0.00022036598,0.0006228808,1.927436e-8,0.010670819,0.16838595,0.0027681163,0.72559637,0.039693505,0.047151458],"study_design_scores_gemma":[0.0048181945,0.0003301693,0.008448913,0.00006973419,0.00026268,0.000041899602,0.008773194,0.15391399,0.003817197,0.043909382,0.7753044,0.00031027113],"about_ca_topic_score_codex":0.0000024975766,"about_ca_topic_score_gemma":0.0000031913546,"teacher_disagreement_score":0.99164224,"about_ca_system_score_codex":0.00026605686,"about_ca_system_score_gemma":0.000053152766,"threshold_uncertainty_score":0.47526455},"labels":[],"label_agreement":null},{"id":"W1192741510","doi":"","title":"Co-Creation of Value in Digital Ecosystems: A Conceptual Framework","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Service-dominant logic; Business; Ecosystem; Value (mathematics); Product (mathematics); Business ecosystem; Knowledge management; Conceptual framework; Digital ecosystem; Co-creation; Value creation; Marketing; Customer value; Service (business); Computer science; Industrial organization; Ecology; Economics","score_opus":0.021461520536189924,"score_gpt":0.25994300598502906,"score_spread":0.23848148544883913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1192741510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9319191,0.00016300843,0.006386956,0.00429199,0.008531003,0.0017221994,0.00007564657,0.00004509742,0.04686501],"genre_scores_gemma":[0.99839544,0.0000011015989,0.000037067715,0.00044546084,0.0009673059,0.000008053166,0.00004369404,0.0000055335195,0.000096314645],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99816483,0.00001926085,0.0010775173,0.000037267677,0.00059883145,0.0001022665],"domain_scores_gemma":[0.9937103,0.00012416624,0.0038498107,0.00010409527,0.002203685,0.000007986947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002534305,0.00007457101,0.000217329,0.0003245302,0.000049017177,0.00030794222,0.00020145117,0.0001040899,0.0000017044472],"category_scores_gemma":[0.002357479,0.00005519098,0.000086143475,0.00061332545,0.000009104001,0.005336177,0.000016318769,0.00011034338,0.000031021922],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033659744,0.00010570402,0.36636084,0.00074710406,0.00018779944,1.8855552e-7,0.007389747,0.028974907,0.00009858547,0.55200213,0.042341474,0.0014549438],"study_design_scores_gemma":[0.004625062,0.000103589984,0.016833417,0.0010591364,0.000111729656,0.00001240145,0.029541105,0.017964853,0.00039626812,0.01677993,0.912235,0.00033750848],"about_ca_topic_score_codex":0.00009653539,"about_ca_topic_score_gemma":0.000003960555,"teacher_disagreement_score":0.86989355,"about_ca_system_score_codex":0.00030798398,"about_ca_system_score_gemma":0.00008190999,"threshold_uncertainty_score":0.38685995},"labels":[],"label_agreement":null},{"id":"W119294776","doi":"","title":"A Web-based Operation Management System for Distributed Divisional Organizations","year":2004,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Mobile Agent-Based Network Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Control (management); Task (project management); Information system; Quarter (Canadian coin); The Internet; Management information systems; Division (mathematics); Information exchange; Process management; Knowledge management; World Wide Web; Business; Engineering; Systems engineering; Telecommunications; Artificial intelligence; Geography","score_opus":0.006479571851372728,"score_gpt":0.21126937610792584,"score_spread":0.2047898042565531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W119294776","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000648408,0.000017846625,0.99283147,0.0016456044,0.0026949574,0.0016782647,0.00010031878,0.000067507244,0.00031559882],"genre_scores_gemma":[0.987863,0.000003318436,0.01118173,0.0002980695,0.00019026,0.000196013,0.000103818486,0.0000093646795,0.00015441571],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977389,0.000084881605,0.0010424746,0.00009263079,0.0008373786,0.00020370678],"domain_scores_gemma":[0.99585164,0.00016200478,0.0020949342,0.00029152285,0.0015397099,0.00006020387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00199728,0.00012284602,0.00020348841,0.00022390074,0.00041767018,0.0006295808,0.0007577962,0.00007146447,7.051757e-7],"category_scores_gemma":[0.00017391624,0.00009114815,0.00018479224,0.00070291734,0.0000060769526,0.0015721528,0.00008182801,0.00007548059,0.000016834181],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016301743,0.000035069694,0.000267198,0.0002003442,0.00013056761,2.2120008e-7,0.00016642023,0.80329305,0.000018507046,0.18269047,0.012572968,0.0006088595],"study_design_scores_gemma":[0.011285397,0.00024811746,0.0026356773,0.00054242864,0.00020741718,0.000016797849,0.00066810823,0.61288035,0.00075463625,0.0004910288,0.3699297,0.00034037515],"about_ca_topic_score_codex":0.0000036337829,"about_ca_topic_score_gemma":0.0000016438295,"teacher_disagreement_score":0.9872146,"about_ca_system_score_codex":0.0025386668,"about_ca_system_score_gemma":0.00027096804,"threshold_uncertainty_score":0.6638525},"labels":[],"label_agreement":null},{"id":"W1195164730","doi":"","title":"Phishing Attacks Over Time: A Longitudinal Study","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Phishing; Persuasion; Computer science; Categorization; Computer security; Internet privacy; World Wide Web; The Internet; Artificial intelligence; Psychology; Social psychology","score_opus":0.03574993454946061,"score_gpt":0.27765001846027176,"score_spread":0.24190008391081114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1195164730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5517011,0.00017761893,0.4005293,0.003008114,0.031441323,0.002583555,0.000025079054,0.00022367916,0.010310239],"genre_scores_gemma":[0.9986838,5.3082664e-7,0.00026354246,0.00007737973,0.00035132343,0.000007870502,8.646812e-7,0.0000032966273,0.00061139086],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99812484,0.00014477476,0.0006506784,0.000049540045,0.0009087895,0.00012140489],"domain_scores_gemma":[0.99647194,0.00015069717,0.002033999,0.0001877752,0.0010918421,0.00006376639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042177276,0.000073419396,0.00016853606,0.00014728494,0.00015728326,0.00077673956,0.0005686591,0.000064580694,6.69532e-7],"category_scores_gemma":[0.0009315506,0.000050695668,0.00012413067,0.00034906965,0.000003438231,0.004307146,0.00006597225,0.00014580287,0.000035195684],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018770555,0.00031870484,0.5574668,0.00008317989,0.0007668801,0.0000017203149,0.04742539,0.033115122,0.000091496215,0.009790299,0.3461473,0.0046053766],"study_design_scores_gemma":[0.011479385,0.0018944535,0.34779805,0.00026500798,0.00025276962,0.00026947598,0.0039300434,0.19781582,0.00026768353,0.00191261,0.43341762,0.0006970831],"about_ca_topic_score_codex":0.000027965063,"about_ca_topic_score_gemma":0.000002528108,"teacher_disagreement_score":0.4469827,"about_ca_system_score_codex":0.00066668924,"about_ca_system_score_gemma":0.000120791956,"threshold_uncertainty_score":0.74901175},"labels":[],"label_agreement":null},{"id":"W1196287705","doi":"","title":"Impacts of Big Data Analytics on Organizations: A Resource Fit Perspective","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Big data; Perspective (graphical); Computer science; Resource (disambiguation); Data science; Analytics; Knowledge management; Structural equation modeling; Resource-based view; Data analysis; Order (exchange); Organizational performance; Value (mathematics); Data mining; Business; Marketing; Competitive advantage","score_opus":0.1493819724338421,"score_gpt":0.31403838897624065,"score_spread":0.16465641654239854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1196287705","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29425564,0.002361147,0.18115243,0.073458135,0.07457371,0.011123423,0.0046976,0.0005064582,0.3578714],"genre_scores_gemma":[0.99803185,0.0000056966164,0.0000315745,0.00039720212,0.0011952316,0.0000013921143,0.00007329546,0.000007133052,0.00025661275],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844444,0.000019317407,0.0006975748,0.000050628358,0.000685208,0.000102837585],"domain_scores_gemma":[0.99161196,0.00011199537,0.0033590186,0.0003091998,0.0045939316,0.000013896875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020382772,0.00007912914,0.00018897236,0.0002905851,0.00009682925,0.00032849502,0.0006387427,0.00006980826,0.0000024176413],"category_scores_gemma":[0.0081894,0.000052532272,0.000055869423,0.00095440913,0.0000125634015,0.003172774,0.00013010048,0.00009912965,0.000035160436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032860783,0.00019622094,0.07031106,0.0004932751,0.0004980753,3.1808293e-7,0.0026477876,0.029371567,0.00003608444,0.09624992,0.79797924,0.0018878276],"study_design_scores_gemma":[0.0010723502,0.000040837458,0.005272717,0.000310104,0.0002076197,0.000007805181,0.009900212,0.017468946,0.00008009002,0.000800737,0.9646861,0.00015248198],"about_ca_topic_score_codex":0.00016739873,"about_ca_topic_score_gemma":0.00001587448,"teacher_disagreement_score":0.7037762,"about_ca_system_score_codex":0.0003279911,"about_ca_system_score_gemma":0.00014367152,"threshold_uncertainty_score":0.9804068},"labels":[],"label_agreement":null},{"id":"W119936373","doi":"10.13140/2.1.4361.1200","title":"Designing recommendation agents as extensions of individual users: similarity and identification in web personalization.","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Personalization; Identification (biology); Computer science; Persuasion; Similarity (geometry); Vendor; World Wide Web; Recommender system; Focus (optics); Associative property; Construct (python library); Computer user satisfaction; User modeling; Human–computer interaction; Information retrieval; User experience design; User interface design; User interface; Artificial intelligence; Psychology; Business; Marketing","score_opus":0.06332181697304863,"score_gpt":0.3034263662125436,"score_spread":0.24010454923949498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W119936373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9488461,0.0000786298,0.0024268858,0.0018473908,0.0039478512,0.0014535994,0.00011535392,0.00003252709,0.041251663],"genre_scores_gemma":[0.99943674,0.000047217887,0.00013515713,0.000071874405,0.00007071916,0.000008268039,0.000010969874,0.0000032612518,0.00021579294],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99818873,0.00037878242,0.0007413087,0.000039558217,0.00054323627,0.00010840523],"domain_scores_gemma":[0.99654865,0.00037244085,0.0021319275,0.000046414556,0.00085681526,0.000043736145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0066328878,0.000051519495,0.00014616793,0.00017959297,0.0002489905,0.00015779956,0.00016133291,0.000107051426,0.0000054700463],"category_scores_gemma":[0.006108982,0.00004427117,0.00007078301,0.00030460453,0.000032213124,0.0017055474,0.000019782885,0.000089554655,0.0000019244815],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016299434,0.00018624702,0.45474118,0.0002131687,0.00023543775,2.0879426e-7,0.4843051,0.00015142083,0.00017763283,0.03907497,0.01093022,0.009821429],"study_design_scores_gemma":[0.0029476536,0.00017923237,0.6329058,0.0007477213,0.00023261264,0.0000062772287,0.29062858,0.0013702234,0.0003702167,0.00452468,0.06573016,0.00035682734],"about_ca_topic_score_codex":0.00012851943,"about_ca_topic_score_gemma":0.00006493552,"teacher_disagreement_score":0.19367652,"about_ca_system_score_codex":0.00027269532,"about_ca_system_score_gemma":0.00019285125,"threshold_uncertainty_score":0.73134637},"labels":[],"label_agreement":null},{"id":"W122519027","doi":"","title":"The Effect of Application Ambidexterity on Firm Agility","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Reconfigurability; Ambidexterity; Adaptability; Process (computing); Relation (database); Computer science; Process management; Knowledge management; Business; Economics; Management","score_opus":0.008884790201817943,"score_gpt":0.21741081666235343,"score_spread":0.20852602646053547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W122519027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88823456,0.00011861422,0.017826494,0.0020459362,0.014301025,0.00497007,0.00006876366,0.00009947054,0.072335064],"genre_scores_gemma":[0.9993775,0.000002438318,0.000008114694,0.00010582464,0.00032151825,0.000040336534,0.0000043072037,0.0000042199486,0.0001357779],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985518,0.00005369428,0.00078912557,0.00003562291,0.00048030374,0.000089456604],"domain_scores_gemma":[0.9944291,0.00031247293,0.003968566,0.00018161011,0.0011020398,0.000006218253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030828891,0.000074906515,0.00016374461,0.00010137025,0.00023928595,0.00020176615,0.00030673403,0.0000553337,0.0000023881792],"category_scores_gemma":[0.0014995821,0.0000413449,0.0001479637,0.00030210495,0.000014986276,0.0015294334,0.000035681245,0.00008965859,0.000028749759],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023065181,0.00014412204,0.7929078,0.0013000817,0.00052269583,1.374639e-7,0.0019553301,0.005318906,0.00042659428,0.07998962,0.098180145,0.016948076],"study_design_scores_gemma":[0.0026000715,0.00022543344,0.20260064,0.00022436326,0.00020798111,0.0000031775792,0.00083675614,0.007941878,0.0025169605,0.0012695768,0.7813622,0.00021094848],"about_ca_topic_score_codex":0.000058478578,"about_ca_topic_score_gemma":0.000009957351,"teacher_disagreement_score":0.68318206,"about_ca_system_score_codex":0.00019565025,"about_ca_system_score_gemma":0.000020372352,"threshold_uncertainty_score":0.19456355},"labels":[],"label_agreement":null},{"id":"W125831206","doi":"","title":"The Role of Product Recommendation Agents in Collaborative Online Shopping","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Context (archaeology); Product (mathematics); Value (mathematics); Mediation; Moderated mediation; Task (project management); Marketing; Advertising; Psychology; Business; Computer science; Social psychology; Economics; Sociology","score_opus":0.03289252345406683,"score_gpt":0.2991059844584663,"score_spread":0.26621346100439947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W125831206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6066806,0.00037017863,0.00012026725,0.0063944594,0.011772491,0.002877144,0.0001955713,0.00003473616,0.3715546],"genre_scores_gemma":[0.9992553,0.00005988459,0.000040442967,0.000028978604,0.00018773579,0.000009119553,0.000004630758,0.0000025129516,0.00041136862],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983211,0.0003800011,0.0007198883,0.000026306565,0.00043166504,0.00012103095],"domain_scores_gemma":[0.99579144,0.00045195193,0.0024321948,0.00005343085,0.0012444269,0.00002653385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005661571,0.00004421427,0.00013318914,0.00007824755,0.00028881355,0.00010701459,0.00021855197,0.00005422129,0.000001532202],"category_scores_gemma":[0.006513032,0.000028465163,0.00007522656,0.00039817116,0.000028706316,0.0010407567,0.000015255004,0.00009407988,0.0000014988424],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040472555,0.0002617062,0.4216049,0.00009419286,0.0003138944,8.985849e-8,0.39883354,0.00027098908,0.00005388634,0.070632786,0.01975651,0.08777279],"study_design_scores_gemma":[0.00064876024,0.000062952466,0.05132807,0.00017220202,0.000026278958,4.8587066e-7,0.17325862,0.00022442738,0.00012349618,0.0013855123,0.7726778,0.00009140842],"about_ca_topic_score_codex":0.00014565098,"about_ca_topic_score_gemma":0.00024664818,"teacher_disagreement_score":0.7529213,"about_ca_system_score_codex":0.00044907906,"about_ca_system_score_gemma":0.00023899194,"threshold_uncertainty_score":0.77971786},"labels":[],"label_agreement":null},{"id":"W125855157","doi":"","title":"Development and Validation of an Instrument to Measure the Service-Channel Fit of Electronic Banking Services.","year":2012,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Conceptualization; Service (business); Channel (broadcasting); Retail banking; Measure (data warehouse); Business; Scale (ratio); Electronic banking; Computer science; The Internet; Telecommunications; Marketing; World Wide Web; Data mining; Geography; Artificial intelligence","score_opus":0.07438250209353213,"score_gpt":0.3172466990421597,"score_spread":0.24286419694862754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W125855157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99651456,0.000043512577,0.0013502528,0.0009583773,0.00063084974,0.00038167147,0.0000123074415,0.000006766618,0.00010173091],"genre_scores_gemma":[0.999491,0.0000019168567,0.00025061602,0.00014308281,0.000042564017,0.00001084023,0.0000027043018,0.000003256991,0.000054059863],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99711555,0.00014657284,0.0012913794,0.00004473625,0.001244779,0.00015699034],"domain_scores_gemma":[0.9943587,0.00017018017,0.0035147136,0.00019427069,0.0017141826,0.000047916925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008895342,0.00007548228,0.00021589569,0.00026545566,0.00016418808,0.00010133714,0.0004970551,0.00010834341,0.0000027742974],"category_scores_gemma":[0.00041538978,0.00004207166,0.000072306495,0.00051000935,0.000007775296,0.001577389,0.00006418959,0.000120939054,0.000006276707],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047625866,0.000413757,0.6715677,0.00042205962,0.00072813936,5.950033e-8,0.21540569,0.028063314,0.0032201144,0.030834323,0.0024416365,0.04642694],"study_design_scores_gemma":[0.00316281,0.00031026918,0.72478133,0.00044664854,0.00022755412,0.00006958168,0.07143412,0.0045576124,0.034859844,0.0017915089,0.15798779,0.00037091802],"about_ca_topic_score_codex":0.000012483878,"about_ca_topic_score_gemma":0.000017504433,"teacher_disagreement_score":0.15554616,"about_ca_system_score_codex":0.0002568812,"about_ca_system_score_gemma":0.000107522545,"threshold_uncertainty_score":0.30829656},"labels":[],"label_agreement":null},{"id":"W1267851462","doi":"","title":"Experiential Learning with an Open-Source Enterprise System","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Experiential learning; Computer science; Curriculum; Knowledge management; Open source; Mathematics education; Psychology; Pedagogy; Software","score_opus":0.007488974771657451,"score_gpt":0.21770017853490578,"score_spread":0.21021120376324834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1267851462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5616264,0.000023550738,0.12971781,0.0023443622,0.016454672,0.0036252998,0.0000048105408,0.0003164848,0.28588665],"genre_scores_gemma":[0.9960141,3.4807454e-7,0.00009303373,0.00022290337,0.0011470672,0.000028456328,0.000017020078,0.000011222235,0.0024658027],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870324,0.000072320574,0.00056113576,0.000055124143,0.00047622292,0.00013195862],"domain_scores_gemma":[0.9956452,0.0000721881,0.0033001867,0.00013129045,0.0008384495,0.0000126572795],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0036796725,0.0000892879,0.00017374147,0.00019351873,0.00034771732,0.0017375442,0.0004655846,0.000047556263,0.000004011428],"category_scores_gemma":[0.00052577496,0.00005897997,0.00006297673,0.00022167049,0.000005818506,0.00529191,0.0000880623,0.00010069152,0.00001891555],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025315934,0.00041546804,0.34774634,0.0043603657,0.0009054554,3.96358e-7,0.013515366,0.071505204,0.00018219517,0.34326592,0.19383898,0.021732697],"study_design_scores_gemma":[0.0011750864,0.000056571604,0.0032516574,0.00017008472,0.00008339555,0.0000034652317,0.007732705,0.027898932,0.000006752479,0.000019062127,0.95949477,0.00010754356],"about_ca_topic_score_codex":0.00006551965,"about_ca_topic_score_gemma":0.0000055982714,"teacher_disagreement_score":0.76565576,"about_ca_system_score_codex":0.00021167404,"about_ca_system_score_gemma":0.000023919994,"threshold_uncertainty_score":0.99929875},"labels":[],"label_agreement":null},{"id":"W129096262","doi":"","title":"Design, Evaluation and Impact of Educational Olfactory Interfaces","year":2013,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Algoma University","funders":"","keywords":"Computer science; Usability; Human–computer interaction; Testbed; User interface; Interface (matter); World Wide Web","score_opus":0.139791542836136,"score_gpt":0.31524039372988305,"score_spread":0.17544885089374704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W129096262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994107,0.00008210579,0.0009872487,0.0006429508,0.001907138,0.00093412254,0.000024377816,0.000005263757,0.0013098066],"genre_scores_gemma":[0.9993407,0.0000106398575,0.000027079523,0.000043883163,0.00007957203,0.000021773618,0.0000010064716,0.0000028992386,0.00047241384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840343,0.0002860377,0.0006472976,0.00004072481,0.00053801533,0.00008447317],"domain_scores_gemma":[0.9953473,0.0009861707,0.0022469915,0.000070870236,0.0013183987,0.000030246496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013142787,0.00007201413,0.00016514883,0.00013749136,0.00015292794,0.00011198796,0.00011014646,0.000051638308,0.000032395783],"category_scores_gemma":[0.003677653,0.000043366304,0.000112447335,0.00013397366,0.000022696984,0.0017685732,0.000016530334,0.00007807671,0.000017021603],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075305934,0.00039131165,0.33398208,0.00058960094,0.0012954796,4.6668337e-8,0.041038852,0.14283378,0.28746754,0.007987846,0.17317426,0.010486124],"study_design_scores_gemma":[0.0059762895,0.0013482231,0.8441003,0.00035051748,0.0003889909,0.00010511811,0.007928282,0.04260063,0.07613544,0.0037855692,0.016706394,0.0005742538],"about_ca_topic_score_codex":0.000010604296,"about_ca_topic_score_gemma":2.635893e-7,"teacher_disagreement_score":0.5101182,"about_ca_system_score_codex":0.0003641839,"about_ca_system_score_gemma":0.00013963586,"threshold_uncertainty_score":0.44027597},"labels":[],"label_agreement":null},{"id":"W129871017","doi":"","title":"Communication about Planned Obsolescence as an Atypical Two-sided Message","year":2012,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Obsolescence; Friendship; Marketing; Psychology; Business; Advertising; Internet privacy; Computer science; Social psychology","score_opus":0.02592056642882135,"score_gpt":0.28307073116294573,"score_spread":0.2571501647341244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W129871017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851538,0.00006880414,0.00075777835,0.0011451473,0.0023640054,0.000746902,0.0000065100453,0.00005286258,0.009704174],"genre_scores_gemma":[0.99814487,0.0000028001987,0.00007774918,0.0004530155,0.0009400368,0.000011675524,0.000023942152,0.000008742595,0.00033714582],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99775726,0.00010777461,0.0011786055,0.000043506483,0.00069625856,0.00021659206],"domain_scores_gemma":[0.99180895,0.00028361205,0.006170081,0.00024471848,0.0014657472,0.000026890215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006412558,0.00009967258,0.00022824196,0.00015060535,0.00038191047,0.0005777881,0.0003714244,0.00010317219,0.0000053647577],"category_scores_gemma":[0.0059885937,0.00007553475,0.00016775708,0.00034101863,0.000016451699,0.008126015,0.000081017606,0.00019756195,0.00006219778],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072927814,0.00018321179,0.8380937,0.00024697508,0.00016533375,2.63477e-7,0.0034642078,0.0014749012,0.00043824047,0.14416574,0.0077289953,0.0033091707],"study_design_scores_gemma":[0.0028489993,0.00005404411,0.7478348,0.00051600643,0.00026538534,0.000036716156,0.009527618,0.008302021,0.0002107151,0.00425372,0.22571762,0.00043237858],"about_ca_topic_score_codex":0.00008630683,"about_ca_topic_score_gemma":0.00001919665,"teacher_disagreement_score":0.21798863,"about_ca_system_score_codex":0.0004521034,"about_ca_system_score_gemma":0.000090031885,"threshold_uncertainty_score":0.71693385},"labels":[],"label_agreement":null},{"id":"W130359431","doi":"","title":"The Antecedents of Customer Self-Disclosure to Online Virtual Advisors","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Antecedent (behavioral psychology); Perception; Context (archaeology); Product (mathematics); Customer retention; Social exchange theory; Customer intelligence; Business; Knowledge management; Psychology; Computer science; Marketing; Social psychology; Service (business); Service quality","score_opus":0.011187136107832877,"score_gpt":0.24705815428832817,"score_spread":0.2358710181804953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W130359431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96916926,0.000081088045,0.00056992914,0.014676228,0.0051574335,0.0012487322,0.00006577829,0.00006454116,0.008967014],"genre_scores_gemma":[0.9971425,0.000006756482,0.000020641928,0.0015641303,0.0006969267,0.0000032384658,0.000008850856,0.000004432795,0.00055252877],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806684,0.000033554108,0.0009918849,0.000036173333,0.0007224245,0.00014913465],"domain_scores_gemma":[0.9953893,0.00012120856,0.0029924177,0.00014061079,0.0013424662,0.000014041514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023802032,0.00008844763,0.00020677246,0.00018091442,0.0002655503,0.0003053205,0.00042784467,0.00007162556,0.0000018972211],"category_scores_gemma":[0.0005297277,0.000051094456,0.00019112007,0.00049213367,0.0000053816134,0.0019032039,0.000039188562,0.00012602689,0.000047532263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00157448,0.0011280429,0.15249838,0.0015274399,0.0017155673,6.9526794e-7,0.017789219,0.05417279,0.0007861008,0.21120466,0.5262892,0.031313393],"study_design_scores_gemma":[0.0011174657,0.00006189075,0.102022015,0.00015208512,0.00011619194,0.0000029956861,0.005518038,0.0025262665,0.000033887198,0.00018470958,0.88813615,0.00012830558],"about_ca_topic_score_codex":0.000041406965,"about_ca_topic_score_gemma":0.000023474642,"teacher_disagreement_score":0.3618469,"about_ca_system_score_codex":0.00016120939,"about_ca_system_score_gemma":0.00003635137,"threshold_uncertainty_score":0.29442126},"labels":[],"label_agreement":null},{"id":"W131789328","doi":"","title":"Exploring the Role of Books as a Knowledge Translation Mechanism: Citation Analysis and Author Survey","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Lakehead University","funders":"","keywords":"Citation; Scholarly communication; Computer science; Citation analysis; Library science; Content analysis; Knowledge management; World Wide Web; Sociology; Social science; Publishing; Literature; Art","score_opus":0.19547752645600486,"score_gpt":0.3120364624736172,"score_spread":0.11655893601761236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W131789328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83712596,0.00036810647,0.018175824,0.0003618836,0.003387072,0.0018289764,0.00004148119,0.00003984103,0.13867085],"genre_scores_gemma":[0.9990328,0.000027704767,0.000062860796,0.0000068142735,0.000080479396,0.000017471773,0.000003697652,0.0000030021458,0.000765151],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99837565,0.000410555,0.0006306925,0.000036481957,0.00044004325,0.00010655612],"domain_scores_gemma":[0.99692845,0.00044333065,0.0015979643,0.000075249474,0.00092352706,0.000031496573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008072832,0.000057217836,0.00017534452,0.0003225474,0.00038451087,0.00014443247,0.00020834933,0.000050210703,0.000003078846],"category_scores_gemma":[0.001000721,0.00003802081,0.00016041193,0.0006909442,0.000017781414,0.0015488643,0.000018346902,0.000075258446,0.0000037388977],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000116748735,0.000045353903,0.14400788,0.00009128766,0.0013909047,3.0424456e-8,0.57155734,0.00020719689,0.00008991655,0.26295707,0.00025954173,0.019276738],"study_design_scores_gemma":[0.0016783205,0.0001975973,0.6781697,0.00018621169,0.002110568,0.0000014268201,0.2068964,0.013237835,0.0017422539,0.013394705,0.082012266,0.00037271436],"about_ca_topic_score_codex":0.00060876017,"about_ca_topic_score_gemma":0.00067959726,"teacher_disagreement_score":0.5341618,"about_ca_system_score_codex":0.000156635,"about_ca_system_score_gemma":0.000063396415,"threshold_uncertainty_score":0.29573855},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics","scholarly_communication"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W131909739","doi":"10.17705/1jais.00332","title":"Extending Classification Principles from Information Modeling to Other Disciplines","year":2013,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Inference; Class (philosophy); Context (archaeology); Data science; Domain (mathematical analysis); Information system; Information processing; Artificial intelligence; Information theory; Cognition; Management science; Theoretical computer science; Cognitive science; Mathematics; Engineering","score_opus":0.043015030695819544,"score_gpt":0.26359752972576,"score_spread":0.22058249902994045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W131909739","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07545872,0.000023852303,0.91586107,0.003602762,0.0028868872,0.00064366875,0.000014669264,0.000048531387,0.0014598597],"genre_scores_gemma":[0.99281204,0.000003904548,0.006418411,0.00035903178,0.00019688999,0.00004525019,0.000004589968,0.0000031916347,0.0001566673],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981507,0.000060465147,0.0010267205,0.000048510625,0.0005646388,0.00014895531],"domain_scores_gemma":[0.99647903,0.00018818378,0.0019006431,0.00022938974,0.0011524827,0.000050274088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011484125,0.00008817241,0.0001738277,0.00020757507,0.00019116398,0.00096853316,0.0006800258,0.0000825288,0.00000152767],"category_scores_gemma":[0.0008930087,0.000056638135,0.00011683607,0.00025599566,0.0000040602345,0.008040415,0.000088086024,0.00008637823,0.000107331194],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005756314,0.000070586124,0.045872528,0.00019078892,0.00040380887,7.475327e-8,0.039908,0.5706419,0.0014613817,0.27750936,0.028534232,0.0353498],"study_design_scores_gemma":[0.00041573768,0.00002917152,0.026803304,0.00009862292,0.000015560356,0.0000035986664,0.0025057036,0.9239268,0.00014966849,0.0014464543,0.044488065,0.000117332325],"about_ca_topic_score_codex":0.00009795859,"about_ca_topic_score_gemma":0.000004271914,"teacher_disagreement_score":0.91735333,"about_ca_system_score_codex":0.000341986,"about_ca_system_score_gemma":0.000065757326,"threshold_uncertainty_score":0.93395877},"labels":[],"label_agreement":null},{"id":"W132060384","doi":"","title":"Integrating Technology Addiction and Adoption: An Empirical Investigation of Online Auction Websites.","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Addiction; Mainstream; Context (archaeology); Empirical research; Computer science; Key (lock); Perception; Internet privacy; Psychology; Computer security; Political science","score_opus":0.057474839817707894,"score_gpt":0.36056943750471027,"score_spread":0.30309459768700237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W132060384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9803921,0.00007476971,0.0118484935,0.0059796143,0.0011422941,0.0003257481,0.000042713495,0.000049822476,0.00014446475],"genre_scores_gemma":[0.9975177,0.000011532099,0.0019925595,0.00017594779,0.00010045038,0.000004000361,0.000014122728,0.0000031238894,0.00018058284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970675,0.00018373165,0.001650312,0.00008734902,0.00089828356,0.00011283123],"domain_scores_gemma":[0.99258506,0.00022107149,0.0044385954,0.00021703227,0.0024858646,0.000052359257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038697831,0.00009727026,0.00028980584,0.0008658276,0.00019943922,0.00016085993,0.0003499257,0.00031732157,0.0000037029565],"category_scores_gemma":[0.0030807795,0.00006383006,0.000119749515,0.0010232684,0.00004687927,0.0023500423,0.000025811585,0.00028486142,0.00000501333],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013760301,0.00011979992,0.91690177,0.000014576521,0.00007527786,1.7742248e-7,0.0028928344,0.0029315427,0.002456652,0.0128387185,0.01400424,0.04762681],"study_design_scores_gemma":[0.0012733622,0.00062774285,0.94338435,0.0001117446,0.00008067824,0.00010434382,0.008655529,0.0099389,0.0007055299,0.0066782893,0.028305221,0.00013433937],"about_ca_topic_score_codex":0.0000030376866,"about_ca_topic_score_gemma":0.0000056754743,"teacher_disagreement_score":0.047492467,"about_ca_system_score_codex":0.00025398022,"about_ca_system_score_gemma":0.000105453764,"threshold_uncertainty_score":0.36882034},"labels":[],"label_agreement":null},{"id":"W132231813","doi":"10.17705/1jais.00288","title":"IT and Firm Agility: An Electronic Integration Perspective","year":2012,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":137,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Perspective (graphical); Knowledge management; Loose coupling; Process (computing); Business; Process management; Computer science","score_opus":0.010598209480579036,"score_gpt":0.24864657654933667,"score_spread":0.23804836706875762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W132231813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73215944,0.0016134648,0.075249866,0.03879516,0.029954553,0.0060719717,0.0001051029,0.00028803945,0.115762375],"genre_scores_gemma":[0.99780387,0.000006885092,0.00002130983,0.00070577255,0.0011934617,0.000014875304,0.000009380032,0.0000052752575,0.0002391476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988858,0.000031723623,0.0005191232,0.000035014935,0.00037377968,0.00015457418],"domain_scores_gemma":[0.9961261,0.00008105823,0.0019231208,0.000087204775,0.0017693781,0.000013122384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019730558,0.000076568125,0.00013506858,0.00018842403,0.00019526307,0.00053241017,0.00012999526,0.00006058714,0.0000052705473],"category_scores_gemma":[0.0011815799,0.00005447366,0.000070655595,0.00028830627,0.000008240851,0.009318366,0.000026882375,0.000116703784,0.000016619999],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031982438,0.0002087824,0.2452576,0.0002831605,0.00039085592,6.942335e-8,0.017803866,0.0027025728,0.00027355948,0.62661684,0.102802746,0.0033401204],"study_design_scores_gemma":[0.0012626601,0.00004858582,0.033673435,0.00009224403,0.00015415237,0.000011915403,0.024282917,0.008489967,0.000064581756,0.0016599143,0.9300669,0.00019276282],"about_ca_topic_score_codex":0.000047721616,"about_ca_topic_score_gemma":0.000029013838,"teacher_disagreement_score":0.82726413,"about_ca_system_score_codex":0.00068760617,"about_ca_system_score_gemma":0.000048922677,"threshold_uncertainty_score":0.67555904},"labels":[],"label_agreement":null},{"id":"W135208616","doi":"","title":"Bayesian Structural Equation Models for Cumulative Theory Building in Information Systems.","year":2012,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Advanced Text Analysis Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science; Structural equation modeling; Latent variable; Bayesian probability; Proxy (statistics); Reuse; Item response theory; Context (archaeology); Statistical model; Econometrics; Information theory; Machine learning; Data mining; Artificial intelligence; Mathematics; Statistics; Engineering","score_opus":0.022186923798461936,"score_gpt":0.29285704316334377,"score_spread":0.27067011936488183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W135208616","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023727112,0.000084623876,0.9942944,0.00013610344,0.0014654626,0.0010353342,0.000020921103,0.00004410109,0.0005463541],"genre_scores_gemma":[0.9846475,0.0000040609507,0.014931875,0.00008013595,0.000173812,0.00008199487,0.000013867863,0.000005687847,0.000061061364],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971534,0.000226496,0.0015562809,0.000053252596,0.0007284863,0.00028208926],"domain_scores_gemma":[0.99314094,0.00061407586,0.004591678,0.00021964117,0.001375682,0.00005801474],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005754593,0.00013752493,0.00031648562,0.0005377293,0.00020588073,0.00044377285,0.0005734239,0.00014132838,2.0068182e-7],"category_scores_gemma":[0.0010733721,0.00010066501,0.0002154054,0.00051295577,0.000008263295,0.023159206,0.00006090525,0.00015805638,0.0000021636959],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029864583,0.000008312869,0.0023282655,0.00008700114,0.00007543219,1.002356e-8,0.005813526,0.3015355,0.00002125937,0.6874472,0.0004111773,0.0022425011],"study_design_scores_gemma":[0.00076920487,0.000041874533,0.0009663487,0.000115281095,0.000034895165,0.000009143238,0.0009325986,0.97030264,0.00021061172,0.020573212,0.005898312,0.0001458728],"about_ca_topic_score_codex":0.000014583451,"about_ca_topic_score_gemma":8.9443915e-7,"teacher_disagreement_score":0.9822748,"about_ca_system_score_codex":0.0014020101,"about_ca_system_score_gemma":0.000085287495,"threshold_uncertainty_score":0.9905034},"labels":[],"label_agreement":null},{"id":"W135678935","doi":"","title":"Demand Management in the Smart Grid: An Information Processing Perspective.","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Smart grid; Electricity; Environmental economics; Sustainability; Demand response; Demand management; Computer science; Supply and demand; Grid; Consumption (sociology); Risk analysis (engineering); Computer security; Business; Engineering; Economics","score_opus":0.012523561559076066,"score_gpt":0.21815714440453174,"score_spread":0.2056335828454557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W135678935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6495747,0.0010731125,0.07043243,0.0014986955,0.02177843,0.006207249,0.000105740946,0.00028414524,0.24904549],"genre_scores_gemma":[0.9995928,0.000026089225,0.00011216146,0.000092737006,0.00012754358,0.000019605055,0.0000036443896,0.00000301194,0.000022418682],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988147,0.00005951143,0.0005784645,0.000020780844,0.00040798393,0.00011853179],"domain_scores_gemma":[0.99892694,0.000035251156,0.0005922618,0.000091497874,0.00033265364,0.000021389651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017740657,0.000068249035,0.00010420115,0.00016985917,0.00012906037,0.0001837021,0.0002877851,0.00006218103,8.645118e-7],"category_scores_gemma":[0.0000833464,0.000040707484,0.00006453949,0.00025040703,0.000007663232,0.0038677503,0.00001055537,0.00014554734,0.000008007612],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023046663,0.0001911126,0.0359179,0.001747577,0.0005068294,0.0000016772719,0.6169269,0.22732337,0.000037927184,0.07546388,0.031156955,0.010495429],"study_design_scores_gemma":[0.0038172952,0.00025479792,0.32607192,0.00054729724,0.00020119274,0.00014450391,0.2175819,0.15072599,0.00039152405,0.001860157,0.29785997,0.00054344605],"about_ca_topic_score_codex":0.000015205639,"about_ca_topic_score_gemma":0.00000860112,"teacher_disagreement_score":0.39934498,"about_ca_system_score_codex":0.00035972914,"about_ca_system_score_gemma":0.000021000687,"threshold_uncertainty_score":0.28040257},"labels":[],"label_agreement":null},{"id":"W135747214","doi":"","title":"Re-examining the Status of \"IT\" in IT Research - An Update on Orlikowski and Iacono (2001)","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Conceptualization; Artifact (error); Set (abstract data type); Information system; Computer science; Field (mathematics); Mathematics; Engineering; Artificial intelligence","score_opus":0.0951459609774444,"score_gpt":0.4180910486975418,"score_spread":0.32294508772009745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W135747214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70158875,0.00014912122,0.0012052271,0.037608508,0.004595436,0.004865378,0.00021674269,0.000036627353,0.24973422],"genre_scores_gemma":[0.99865633,0.00012453138,0.000037084268,0.00059042714,0.00019334182,0.000010622902,0.000010556679,0.000002916508,0.00037420564],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963542,0.0007953408,0.0012876131,0.000042767613,0.0011474806,0.00037258008],"domain_scores_gemma":[0.9953999,0.0006270058,0.002369951,0.00013672851,0.0013881301,0.000078281395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017654873,0.000069678295,0.00019805093,0.0002967763,0.00062396197,0.00035072825,0.00028432425,0.00009432343,0.000008708103],"category_scores_gemma":[0.0023387212,0.00004445318,0.00005673978,0.00050418713,0.000046212626,0.0026754683,0.000017910024,0.00020693884,0.0000061036894],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036849885,0.000070777634,0.026234822,0.00009960512,0.000097550736,1.4329282e-7,0.4158555,0.0026512581,0.000060763574,0.4494175,0.090098985,0.015044606],"study_design_scores_gemma":[0.0011001185,0.00035458713,0.019756863,0.00013713336,0.00001274943,0.0000015092922,0.32335946,0.00056152325,0.000051280815,0.00101191,0.653571,0.00008188371],"about_ca_topic_score_codex":0.00043280158,"about_ca_topic_score_gemma":0.00032014784,"teacher_disagreement_score":0.56347203,"about_ca_system_score_codex":0.0008836014,"about_ca_system_score_gemma":0.0003066051,"threshold_uncertainty_score":0.6118862},"labels":[],"label_agreement":null},{"id":"W137662695","doi":"","title":"Exploring the Intellectual Core and Impact of the Knowledge Management and Intellectual Capital Academic Discipline","year":2012,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Intellectual Capital and Performance Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Lakehead University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Intellectual capital; Core Knowledge; Knowledge management; Discipline; Citation; Engineering ethics; Sociology; Computer science; Library science; Engineering; Social science","score_opus":0.05926296356951588,"score_gpt":0.2711109363440667,"score_spread":0.2118479727745508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W137662695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99528825,0.00052647805,0.00014792461,0.00018579318,0.0011612627,0.00033731808,0.0000070298056,0.0000060475886,0.0023399217],"genre_scores_gemma":[0.99844176,0.00020328054,0.0000031019538,0.000070555056,0.00074368634,0.000014057998,0.0000033879467,0.0000064377896,0.000513714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987213,0.000026629788,0.00066751253,0.000039923398,0.0003587857,0.00018583382],"domain_scores_gemma":[0.99770993,0.00039585633,0.0013245335,0.00010695548,0.00044780836,0.000014890021],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017589253,0.000118817254,0.00020672167,0.00022171848,0.00035891487,0.0001737651,0.0002838065,0.000051335348,0.000007835576],"category_scores_gemma":[0.00090418535,0.000052842042,0.00022671526,0.0004933479,0.000043589946,0.0030552754,0.00022511004,0.00023829228,0.00001868608],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092927,0.00022079577,0.5077084,0.0023814905,0.003975531,1.2700735e-7,0.28133127,0.005086975,0.00028995317,0.050670415,0.12065628,0.026749494],"study_design_scores_gemma":[0.003285813,0.00026333556,0.5729011,0.0010774444,0.0020008155,0.00008456348,0.124003075,0.053657927,0.00036507734,0.0009122694,0.2406527,0.00079588656],"about_ca_topic_score_codex":0.000028649669,"about_ca_topic_score_gemma":0.000004927301,"teacher_disagreement_score":0.15732819,"about_ca_system_score_codex":0.00017740467,"about_ca_system_score_gemma":0.000019600906,"threshold_uncertainty_score":0.27605194},"labels":[],"label_agreement":null},{"id":"W139196547","doi":"10.17705/1jais.00353","title":"A Theory of Organization-EHR Affordance Actualization","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":544,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; National Science Foundation","keywords":"Affordance; Activity theory; Knowledge management; Organizational theory; Process (computing); Materiality (auditing); Context (archaeology); Psychology; Computer science; Cognitive science; Cognitive psychology; Management","score_opus":0.010820133702165115,"score_gpt":0.27023377304417334,"score_spread":0.25941363934200823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W139196547","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06473806,0.000058163216,0.8415279,0.002075538,0.012361412,0.0026353088,0.00014888227,0.00008293056,0.076371826],"genre_scores_gemma":[0.99815995,0.000015032227,0.00012862142,0.0001625166,0.00035858384,0.000008405132,0.000020983232,0.0000063846906,0.00113954],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997201,0.00047199268,0.0012832904,0.000032163953,0.0008619037,0.00014963458],"domain_scores_gemma":[0.99055785,0.0005386259,0.005156763,0.000119053715,0.003585484,0.000042221425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0076390025,0.00007455517,0.00021643091,0.000170617,0.00049122126,0.0001881639,0.00030139062,0.00010487179,0.000015744801],"category_scores_gemma":[0.005513612,0.00005562032,0.00012180054,0.0005920795,0.00003438204,0.002475549,0.000018050487,0.00006474974,0.000011344041],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002660507,0.000011012993,0.008013384,0.0000820738,0.00006393521,2.7774831e-9,0.037105165,0.0018599407,0.000037500107,0.94581765,0.0056172945,0.0013654482],"study_design_scores_gemma":[0.0014799413,0.00009324904,0.0052044084,0.00013653896,0.00007871446,0.000003755539,0.048878364,0.0006547119,0.00083686505,0.004143803,0.93833715,0.00015249466],"about_ca_topic_score_codex":0.000039576713,"about_ca_topic_score_gemma":0.000009775604,"teacher_disagreement_score":0.9416738,"about_ca_system_score_codex":0.0004550403,"about_ca_system_score_gemma":0.00022209638,"threshold_uncertainty_score":0.6600707},"labels":[],"label_agreement":null},{"id":"W139856423","doi":"","title":"Information Technology at Cirque du Soleil: Looking Back, Moving Forward","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Concordia University; Université de Montréal","funders":"","keywords":"Cirque; Situated; Creativity; Information technology; Value (mathematics); Process (computing); Computer science; Knowledge management; Engineering; Artificial intelligence; Political science; Geography","score_opus":0.026991266164246377,"score_gpt":0.22704246793439295,"score_spread":0.20005120177014657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W139856423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35834706,0.00030317536,0.3152902,0.008674662,0.03837371,0.004845995,0.00019169106,0.00043052773,0.27354297],"genre_scores_gemma":[0.99819684,0.000009234395,0.00015477455,0.0006500312,0.0006042619,0.000015917836,0.000030010307,0.000008079093,0.00033086323],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981491,0.000012225558,0.001094485,0.00004049656,0.00049655663,0.00020714],"domain_scores_gemma":[0.9935105,0.000050671875,0.0043666293,0.00017543137,0.0018857712,0.000011038107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013075935,0.00012483106,0.0002234869,0.00057204114,0.00038759134,0.00054882834,0.00051849324,0.00018011562,0.000037378093],"category_scores_gemma":[0.0010673782,0.00008942566,0.00015400276,0.0005784025,0.000024194793,0.0118807,0.0001766093,0.00015338832,0.00040121513],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005062434,0.00013724943,0.45389107,0.0023912124,0.0006674954,7.822991e-7,0.007693472,0.0045752223,0.00053841126,0.2634327,0.2424634,0.02370274],"study_design_scores_gemma":[0.00075057964,0.000017112781,0.011186124,0.00021930461,0.00008948491,0.00003134746,0.0020827192,0.0056374627,0.0005572754,0.00122254,0.9780109,0.00019514731],"about_ca_topic_score_codex":0.00007024503,"about_ca_topic_score_gemma":0.000010346096,"teacher_disagreement_score":0.7355475,"about_ca_system_score_codex":0.00039234303,"about_ca_system_score_gemma":0.000046126912,"threshold_uncertainty_score":0.86132205},"labels":[],"label_agreement":null},{"id":"W140640311","doi":"","title":"THE INFLUENCE OF PRICE DISPERSION ON PURCHASE INTENTION IN CHINESE ONLINE C2C MARKET: A TRUST PERSPECTIVE","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Price dispersion; Product (mathematics); Perspective (graphical); Trustworthiness; Business; Value (mathematics); Dispersion (optics); Marketing; Microeconomics; Industrial organization; Advertising; Computer science; Economics; Internet privacy","score_opus":0.021331218335841506,"score_gpt":0.3302722441202281,"score_spread":0.3089410257843866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W140640311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934494,0.00002272481,0.0010819157,0.003266111,0.0008211226,0.0003899272,0.000032661257,0.000009710307,0.0009264269],"genre_scores_gemma":[0.99882275,0.000015970032,0.00003617787,0.000107502194,0.00004817558,0.000008455793,0.0000015704524,0.0000035462094,0.000955828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967029,0.00034615127,0.0014624042,0.00007409607,0.0012781901,0.0001362612],"domain_scores_gemma":[0.9917248,0.0012324068,0.004275649,0.0002862869,0.0024453595,0.000035533478],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009079585,0.00009535192,0.00025870404,0.00045682708,0.00020896281,0.00016171922,0.00071560405,0.00013615839,0.0000030700294],"category_scores_gemma":[0.020522393,0.00004670399,0.0002212057,0.00080905907,0.000040989828,0.0010927893,0.00005636579,0.0002829476,0.000012371548],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009686698,0.0003139674,0.9119997,0.000030927346,0.00009808401,2.2670896e-7,0.00785147,0.023408942,0.00045716314,0.04097497,0.007300685,0.006595168],"study_design_scores_gemma":[0.001280162,0.00016437971,0.95738184,0.00009804182,0.000013892847,0.0000091587535,0.0092224125,0.008329217,0.000024410752,0.0022980843,0.021111988,0.000066414475],"about_ca_topic_score_codex":0.000025579455,"about_ca_topic_score_gemma":0.00002475853,"teacher_disagreement_score":0.045382112,"about_ca_system_score_codex":0.0005779118,"about_ca_system_score_gemma":0.00006192212,"threshold_uncertainty_score":0.9877282},"labels":[],"label_agreement":null},{"id":"W140706005","doi":"","title":"Information Adoption in Online Communities: Elaborating the Role of Trust","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Online community; Elaboration likelihood model; Information quality; Context (archaeology); Trustworthiness; Knowledge management; Process (computing); Information exchange; Quality (philosophy); Internet privacy; Information system; Computer science; Business; Psychology; World Wide Web; Social psychology; Political science","score_opus":0.014090392779364429,"score_gpt":0.26265486904839985,"score_spread":0.2485644762690354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W140706005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7732219,0.00015481295,0.0052662464,0.002584345,0.0040780255,0.0019583618,0.00006626996,0.000037931528,0.21263207],"genre_scores_gemma":[0.99940556,0.000018697267,0.000046089444,0.00007058071,0.00019259898,0.000007669835,0.000013081122,0.0000018559934,0.00024384011],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813974,0.0003221987,0.00088867993,0.000011445739,0.0005260481,0.00011190662],"domain_scores_gemma":[0.99596536,0.00035488934,0.0026094937,0.00009516765,0.0009581071,0.000016985121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061643748,0.000050379083,0.00014269254,0.00017864672,0.00035050005,0.00021802718,0.00035285507,0.00007127319,0.0000024075457],"category_scores_gemma":[0.0013872234,0.00003299365,0.000085644446,0.00037092937,0.000020865285,0.002708721,0.000032622273,0.00014545486,0.0000060188477],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005709836,0.000059320304,0.2388664,0.00019713069,0.00010786448,6.093127e-9,0.4053168,0.021209303,0.000020078041,0.30152068,0.002444576,0.030200751],"study_design_scores_gemma":[0.00069641974,0.00003728251,0.017831841,0.00016061938,0.000027745633,3.2926133e-7,0.38362315,0.025352951,0.000019681536,0.0006655805,0.57151634,0.00006809038],"about_ca_topic_score_codex":0.00029943982,"about_ca_topic_score_gemma":0.00031612755,"teacher_disagreement_score":0.5690717,"about_ca_system_score_codex":0.00036157298,"about_ca_system_score_gemma":0.00006365807,"threshold_uncertainty_score":0.26957983},"labels":[],"label_agreement":null},{"id":"W145660556","doi":"","title":"A Conceptual Model and Typology for Information Systems Controls","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Typology; Computer science; Information system; Correctness; Control (management); Audit; Completeness (order theory); Knowledge management; Conceptual framework; Risk analysis (engineering); Process management; Management science; Engineering; Artificial intelligence; Accounting; Mathematics; Business","score_opus":0.016295546054776858,"score_gpt":0.2283095471132732,"score_spread":0.21201400105849633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W145660556","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17187954,0.0011764714,0.7670233,0.017304432,0.010305439,0.0060507525,0.00032482558,0.00028376826,0.025651462],"genre_scores_gemma":[0.99776036,0.000009565217,0.00012795607,0.001255336,0.0006020073,0.000028018516,0.000033820917,0.0000044398594,0.00017850452],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99838233,0.000012575875,0.0010155416,0.000043714215,0.00037926302,0.00016656578],"domain_scores_gemma":[0.9939625,0.00009100258,0.0034517597,0.000084969644,0.00239664,0.000013113846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016568854,0.00011157414,0.00032785427,0.00029854235,0.00026580787,0.00075834966,0.00018455094,0.00013105937,3.0583735e-7],"category_scores_gemma":[0.00080436515,0.000077829005,0.00015850138,0.00022861129,0.000013664035,0.0060510384,0.000017191569,0.000093768125,0.000006854567],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023431084,0.000028797645,0.00142752,0.0004256763,0.00022565176,3.2795523e-8,0.0011209288,0.45230702,0.000080987986,0.5256005,0.016251931,0.0022966382],"study_design_scores_gemma":[0.0021859312,0.000024142915,0.00040900914,0.00009339362,0.00022636692,0.0000050986446,0.0027620955,0.81521434,0.0000029354424,0.0011368765,0.17780735,0.000132488],"about_ca_topic_score_codex":0.000026215495,"about_ca_topic_score_gemma":0.0000014590436,"teacher_disagreement_score":0.8258808,"about_ca_system_score_codex":0.00013190691,"about_ca_system_score_gemma":0.00005713818,"threshold_uncertainty_score":0.7312783},"labels":[],"label_agreement":null},{"id":"W146740376","doi":"10.17705/1jais.00337","title":"Information Technology, Materiality, and Organizational Change: A Professional Odyssey","year":2013,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":129,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Materiality (auditing); Affordance; Epistemology; Perspective (graphical); Organizational theory; Sociology; Knowledge management; Organizational studies; Organization development; Engineering ethics; Computer science; Management; Aesthetics; Engineering; Philosophy","score_opus":0.014608603417811084,"score_gpt":0.2927589701755226,"score_spread":0.27815036675771154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W146740376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73074615,0.0002489879,0.021073874,0.10943462,0.060276598,0.022460211,0.0010198753,0.00046377,0.05427594],"genre_scores_gemma":[0.9977365,0.000021324624,0.0001929856,0.00058578386,0.00051033456,0.00015490354,0.000046353318,0.000004751275,0.00074704894],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976057,0.00017649533,0.0011676325,0.00002877765,0.0008234939,0.00019790471],"domain_scores_gemma":[0.99331325,0.00013122849,0.0030957244,0.000087360175,0.003309711,0.00006272214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028742505,0.00009173474,0.00018397176,0.00032179515,0.000801429,0.00074281404,0.00024713532,0.00018622089,0.000038138493],"category_scores_gemma":[0.0013256248,0.00006607935,0.00006490395,0.0005014346,0.000048857302,0.009783986,0.00005425651,0.0001073351,0.000066388086],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003425741,0.000021131227,0.047809403,0.00020627485,0.000117321004,1.4707898e-8,0.06994816,0.000037886133,0.00007708487,0.82761776,0.050364163,0.003766567],"study_design_scores_gemma":[0.0012854927,0.000056411885,0.019481204,0.00011750231,0.000032660293,0.000014546748,0.08304286,0.00019793128,0.000108567045,0.0045631765,0.8909394,0.00016023513],"about_ca_topic_score_codex":0.0002312431,"about_ca_topic_score_gemma":0.000008918157,"teacher_disagreement_score":0.8405752,"about_ca_system_score_codex":0.00051080686,"about_ca_system_score_gemma":0.00023187188,"threshold_uncertainty_score":0.71629727},"labels":[],"label_agreement":null},{"id":"W14694282","doi":"","title":"RECONCILING KNOWLEGDE MANAGEMENT AND E-COLLABORATION SYSTEMS: THE INFORMATION-DRIVEN KNOWLEDGE MANAGEMENT FRAMEWORK","year":2012,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Knowledge management; Computer science; Information management","score_opus":0.018144288871830443,"score_gpt":0.2870138022308352,"score_spread":0.2688695133590048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W14694282","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017855354,0.0036645925,0.031250913,0.0033951474,0.037182566,0.0081660915,0.000058570407,0.00015575526,0.898271],"genre_scores_gemma":[0.9918022,0.0003048205,0.00036081937,0.00011377863,0.0009734992,0.0001117216,0.00000775494,0.000007276162,0.006318122],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99750924,0.00031790094,0.0010348044,0.00004894483,0.0007705096,0.00031862553],"domain_scores_gemma":[0.996268,0.00036865487,0.0020954954,0.00017683418,0.0010052061,0.00008583313],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0066409204,0.0001252613,0.00021102233,0.00027242795,0.0011243938,0.0011053501,0.00043820785,0.00013318949,0.0000029517173],"category_scores_gemma":[0.000553078,0.000083611114,0.0001232428,0.00061596,0.000031649404,0.0051287143,0.00011411337,0.00018024506,0.00007388957],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029277522,0.000034113076,0.02185388,0.0005863315,0.00048984337,6.011878e-8,0.0947168,0.0016357544,3.8802023e-7,0.8411719,0.034148473,0.0053331777],"study_design_scores_gemma":[0.00046410318,0.000013418884,0.0045638354,0.00024420794,0.00014658892,0.0000013680155,0.09205019,0.0013646727,0.0000016564655,0.00021950486,0.9008196,0.000110852496],"about_ca_topic_score_codex":0.000018075074,"about_ca_topic_score_gemma":0.000015113229,"teacher_disagreement_score":0.97394687,"about_ca_system_score_codex":0.000999783,"about_ca_system_score_gemma":0.000058988975,"threshold_uncertainty_score":0.9999316},"labels":[],"label_agreement":null},{"id":"W1483396170","doi":"","title":"The Impact of Analyst-User Cognitive Style Differences on User Satisfaction","year":2007,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"User satisfaction; Cognitive style; Computer user satisfaction; Computer science; Cognition; Style (visual arts); User requirements document; Sample (material); Human–computer interaction; User experience design; Psychology; User interface design","score_opus":0.05223492308989439,"score_gpt":0.37770390664251857,"score_spread":0.32546898355262416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1483396170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99108887,0.000024228302,0.005689473,0.00043828166,0.0014129771,0.00037062762,0.00006559401,0.000012917867,0.000897026],"genre_scores_gemma":[0.99848276,0.000008165914,0.000018195311,0.00003861994,0.00007954912,0.000004850099,0.0000017621177,0.000003664272,0.0013624058],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962419,0.00022305142,0.0016879641,0.00006257491,0.0016059467,0.00017854672],"domain_scores_gemma":[0.9883281,0.0024440843,0.006136052,0.00021682681,0.0028251386,0.000049770413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009739901,0.0001052168,0.0002952853,0.0004448146,0.00036578506,0.0002974227,0.0004860165,0.00017363476,0.000009510402],"category_scores_gemma":[0.0061420663,0.000047268946,0.00045078647,0.00069090904,0.00004106653,0.0010923335,0.00003110642,0.000247053,0.000032665965],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002107027,0.000026135263,0.9807144,0.000002651951,0.00017420639,7.771233e-8,0.0009761053,0.00066968496,0.00005401986,0.002360661,0.00971617,0.0050952],"study_design_scores_gemma":[0.00072540704,0.00019096301,0.98725146,0.00003956298,0.00004320361,0.000007914053,0.0064134737,0.00026264117,0.00018286436,0.00033985896,0.004484954,0.0000576744],"about_ca_topic_score_codex":0.000051808933,"about_ca_topic_score_gemma":0.00004414331,"teacher_disagreement_score":0.007913788,"about_ca_system_score_codex":0.00043903926,"about_ca_system_score_gemma":0.00010210429,"threshold_uncertainty_score":0.7353071},"labels":[],"label_agreement":null},{"id":"W1483850286","doi":"","title":"Symbolic Interactionist Ethnography: Toward Congruence and Trustworthiness","year":2003,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of British Columbia","keywords":"Symbolic interactionism; Ethnography; Interactionism; Sociology; Congruence (geometry); Value (mathematics); Epistemology; Trustworthiness; The Symbolic; Empirical research; Computer science; Psychology; Social psychology; Social science; Anthropology","score_opus":0.02130281945368793,"score_gpt":0.31731172660926266,"score_spread":0.2960089071555747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1483850286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4152594,0.00085914414,0.09069949,0.022705691,0.080333374,0.009586008,0.00039414587,0.00026209585,0.37990066],"genre_scores_gemma":[0.9985181,0.00003456883,0.000067641035,0.00020210745,0.00016482644,0.000020108102,0.0000045044258,0.0000035189926,0.0009846096],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979358,0.00031198253,0.00092905335,0.000034446075,0.0006225892,0.00016618274],"domain_scores_gemma":[0.9954649,0.00027170166,0.002632457,0.00007477072,0.001494216,0.000061954306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004774432,0.00007579824,0.00018116877,0.00015838377,0.00078922184,0.0005756385,0.00015850506,0.00009236038,0.000007290202],"category_scores_gemma":[0.001625683,0.000056253535,0.00012610127,0.0003376485,0.000043010743,0.0031139478,0.0000101308015,0.000117641044,0.0000063229963],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004024202,0.000013876119,0.035907935,0.00012367258,0.00015406126,4.9412183e-8,0.090105385,0.00038321086,0.000019205934,0.8596229,0.01215279,0.00147668],"study_design_scores_gemma":[0.00065748085,0.000030181547,0.002559254,0.000052127332,0.000031052816,0.0000122457595,0.06364586,0.000085918684,0.000051625906,0.00071664527,0.9320734,0.0000842122],"about_ca_topic_score_codex":0.00023326164,"about_ca_topic_score_gemma":0.000029815654,"teacher_disagreement_score":0.9199206,"about_ca_system_score_codex":0.0004020088,"about_ca_system_score_gemma":0.0001948284,"threshold_uncertainty_score":0.6070136},"labels":[],"label_agreement":null},{"id":"W1486289494","doi":"","title":"Privacy-Preserving Data Mining in Electronic Surveys","year":2007,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Privacy-Preserving Technologies in Data","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Randomized response; Computer science; Data mining; Information privacy; Scheme (mathematics); Classifier (UML); Naive Bayes classifier; Information sensitivity; Machine learning; Artificial intelligence; Computer security; Support vector machine; Statistics; Mathematics","score_opus":0.03765736113327567,"score_gpt":0.2931612768465376,"score_spread":0.2555039157132619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1486289494","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03357442,0.00023587531,0.95129406,0.009161386,0.0031883367,0.0006316226,0.000052543517,0.00012109543,0.001740629],"genre_scores_gemma":[0.98043334,0.000025591631,0.019221922,0.00009226737,0.00011719729,0.000004467726,0.000020291893,0.000006444963,0.00007844332],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971184,0.00025814102,0.0012741855,0.00011067726,0.00083119277,0.00040736757],"domain_scores_gemma":[0.99146503,0.0010541341,0.002997016,0.003875735,0.0005701252,0.000037970436],"candidate_categories":["metaresearch","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.027717395,0.00010116669,0.00022898238,0.00039985852,0.00012914948,0.00040736867,0.027725127,0.00014759683,4.8752923e-7],"category_scores_gemma":[0.067499764,0.000077398305,0.00007255451,0.0008614722,0.000009585646,0.0068001747,0.01813279,0.00033466466,0.00000562721],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051605788,0.00010382368,0.25006077,0.00024767025,0.00034502998,0.0000025794868,0.003077907,0.001960488,0.0002639586,0.01381408,0.6881768,0.04189529],"study_design_scores_gemma":[0.0034457573,0.00018554613,0.14740928,0.0005529264,0.000040714945,0.0001192556,0.0018000258,0.5485288,0.0010316698,0.020327829,0.27599797,0.0005602654],"about_ca_topic_score_codex":0.000036826896,"about_ca_topic_score_gemma":0.000043812415,"teacher_disagreement_score":0.94685894,"about_ca_system_score_codex":0.0011199845,"about_ca_system_score_gemma":0.00021907665,"threshold_uncertainty_score":0.9898084},"labels":[],"label_agreement":null},{"id":"W1489288062","doi":"","title":"The Role of Access to Personal Support in Fostering Frequent Information Systems Use.","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Perception; Set (abstract data type); Information system; Computer science; Personally identifiable information; Knowledge management; Structural equation modeling; Desk; Personal information management; Internet privacy; Management information systems; Psychology; Computer security; Engineering","score_opus":0.117862260601224,"score_gpt":0.3489360712435183,"score_spread":0.23107381064229426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1489288062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872089,0.00006995103,0.0037983668,0.0015243054,0.004071434,0.001276003,0.00012806297,0.000026032563,0.001896955],"genre_scores_gemma":[0.9991677,0.000015434476,0.000034744353,0.00013415671,0.00005703224,0.000034142635,0.0000041782855,0.0000038975018,0.00054871413],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99516124,0.00019012342,0.0025071027,0.000058606445,0.0018727831,0.00021013964],"domain_scores_gemma":[0.9919225,0.0007188377,0.0047165677,0.00025727827,0.002321551,0.00006326974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062249997,0.00010789756,0.00032295173,0.00066331605,0.0003334228,0.00097414094,0.0010421872,0.00016533775,0.0000023003],"category_scores_gemma":[0.0040003066,0.00006210803,0.00020854195,0.00079780613,0.0000274776,0.008531427,0.0001325803,0.00022279655,0.000036294932],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018365787,0.00004010908,0.9338749,0.000030413858,0.0000807912,4.764818e-7,0.014169101,0.014611752,0.00015597099,0.008078639,0.023189131,0.0055850283],"study_design_scores_gemma":[0.0012367162,0.00013844045,0.485363,0.00011171517,0.00002313957,0.00013417997,0.017696934,0.00419597,0.00038855456,0.00028218966,0.49026924,0.000159892],"about_ca_topic_score_codex":0.00007037066,"about_ca_topic_score_gemma":0.000017242966,"teacher_disagreement_score":0.46708012,"about_ca_system_score_codex":0.0005644311,"about_ca_system_score_gemma":0.0002030002,"threshold_uncertainty_score":0.9393664},"labels":[],"label_agreement":null},{"id":"W1493208902","doi":"","title":"An Empirical Study of BI-based Corporate Performance Management in North America and East Asia","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Multinational corporation; Business; East Asia; Process (computing); Empirical research; Empirical evidence; Business intelligence; Knowledge management; Process management; Computer science; Geography; China; Finance","score_opus":0.08788922222248621,"score_gpt":0.2779208876915983,"score_spread":0.19003166546911207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1493208902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963493,0.0000073635665,0.001331292,0.000052596904,0.00056642585,0.0004840104,0.0000075232247,0.0000074063473,0.0011940825],"genre_scores_gemma":[0.9996617,0.000004813642,0.000087349006,0.00011278659,0.00008578707,0.000012147632,0.000011243147,0.0000041547373,0.000020023688],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987082,0.000023386858,0.0007318048,0.000048820402,0.0003869283,0.00010084893],"domain_scores_gemma":[0.99623895,0.000017988375,0.0030240272,0.00012888084,0.00058124197,0.000008924957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007360423,0.00007985756,0.00019065553,0.00033996164,0.00008195413,0.00013068052,0.00026549262,0.000035505236,0.0000033132471],"category_scores_gemma":[0.000061444895,0.00005470235,0.0000377855,0.0006113544,0.000013243014,0.0028516855,0.000038218022,0.00007839417,0.000006013164],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001157946,0.00016969406,0.9922361,0.00022573817,0.000040086983,2.1113983e-7,0.00086108706,0.0023736535,0.0000017303967,0.00012771637,0.000551701,0.0032964894],"study_design_scores_gemma":[0.00091191573,0.00008698136,0.9575227,0.00007098669,0.000062342144,0.0000011261299,0.0049944567,0.027424691,0.000007027902,0.000021063592,0.008813525,0.000083220715],"about_ca_topic_score_codex":0.00006894013,"about_ca_topic_score_gemma":0.000037549315,"teacher_disagreement_score":0.034713432,"about_ca_system_score_codex":0.000069711685,"about_ca_system_score_gemma":0.000018021106,"threshold_uncertainty_score":0.22306971},"labels":[],"label_agreement":null},{"id":"W1493640268","doi":"10.17705/1jais.00072","title":"How Do Industry Features Influence the Role of Location on Internet Adoption?","year":2005,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of British Columbia; University of Pennsylvania; National Science Foundation","keywords":"The Internet; Variance (accounting); Business; Location; Marketing; Industrial organization; Economic geography; Economics; Computer science; Geography","score_opus":0.010288704830788102,"score_gpt":0.22499359705965205,"score_spread":0.21470489222886394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1493640268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862435,0.00035293467,0.00012244622,0.0065101897,0.0012276069,0.0007326323,0.000011109356,0.000022654633,0.004776962],"genre_scores_gemma":[0.9988192,0.000004090319,0.000010524885,0.00017476517,0.00031825394,0.000012153067,0.0000030065103,0.000004670246,0.00065335765],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99876523,0.000023647515,0.0005275506,0.00003531341,0.00055231166,0.00009592097],"domain_scores_gemma":[0.9950555,0.00009536067,0.0031567821,0.00012666755,0.0015600435,0.0000056377407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011078297,0.000084712214,0.00015179302,0.00016684031,0.00013664203,0.00052134704,0.0003000622,0.00010798847,0.0000015277828],"category_scores_gemma":[0.0007619586,0.000049031183,0.00011225723,0.00029292537,0.000016318438,0.0026875774,0.00004984126,0.000243406,0.000015533396],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012029133,0.00005682426,0.8986874,0.00016804725,0.00024160073,3.8185263e-8,0.0015897816,0.008556501,0.00012522073,0.041356213,0.011813973,0.03728406],"study_design_scores_gemma":[0.000573644,0.000017606486,0.45197842,0.00022304793,0.00013741234,0.0000040363925,0.0045918124,0.0008659023,0.00017610534,0.00007985544,0.54125625,0.00009590738],"about_ca_topic_score_codex":0.00003816228,"about_ca_topic_score_gemma":0.00001791084,"teacher_disagreement_score":0.5294423,"about_ca_system_score_codex":0.00023313327,"about_ca_system_score_gemma":0.000027476635,"threshold_uncertainty_score":0.50273615},"labels":[],"label_agreement":null},{"id":"W149366000","doi":"","title":"Web 2.0 Use and Organizational Innovation: A Knowledge Transfer Enabling Perspective","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Phenomenon; Knowledge management; Perspective (graphical); Social capital; Boosting (machine learning); Variety (cybernetics); Web 2.0; Knowledge transfer; Process (computing); Organizational learning; Boundary spanning; Knowledge sharing; Computer science; The Internet; Business; World Wide Web; Sociology","score_opus":0.024219734891049654,"score_gpt":0.2801340127909289,"score_spread":0.25591427789987925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W149366000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8375253,0.0001499946,0.0064972406,0.0059496295,0.012660839,0.001879231,0.00005394459,0.000086259126,0.13519755],"genre_scores_gemma":[0.9957477,0.000013799041,0.00006798508,0.000061098726,0.0006464092,0.0000058872643,0.0000030343401,0.000004453666,0.0034496328],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988679,0.00008215491,0.0005028052,0.000038913247,0.00039396694,0.000114237984],"domain_scores_gemma":[0.99519324,0.00026564853,0.0005711305,0.000055150173,0.0038833227,0.000031514326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028806096,0.000057667457,0.00011673101,0.0002654521,0.00056049397,0.0006154032,0.00016692723,0.000096994256,0.0000088893785],"category_scores_gemma":[0.0035432123,0.00004436338,0.00005738846,0.00073480693,0.000025773035,0.0024635685,0.0000211349,0.00017221377,0.0000078419835],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011238318,0.000016815387,0.04003746,0.000025326372,0.00007446013,2.7644276e-8,0.03483073,0.0000388513,0.00023767738,0.92085,0.0036699588,0.00020745472],"study_design_scores_gemma":[0.001196734,0.000022790286,0.012915215,0.00005232376,0.00006359606,0.0000035313913,0.02370376,0.0009591806,0.0000884524,0.0015456937,0.9593141,0.0001346052],"about_ca_topic_score_codex":0.000028227167,"about_ca_topic_score_gemma":0.00014066527,"teacher_disagreement_score":0.95564413,"about_ca_system_score_codex":0.00033240157,"about_ca_system_score_gemma":0.0002491256,"threshold_uncertainty_score":0.5934347},"labels":[],"label_agreement":null},{"id":"W1494649797","doi":"","title":"Establishing IT Service Climate as an Antecedent of IT Service Quality","year":2007,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Service quality; Antecedent (behavioral psychology); SERVQUAL; Service (business); Service level objective; Construct (python library); Service design; Quality (philosophy); Service guarantee; Process management; Computer science; Knowledge management; Service delivery framework; Business; Marketing; Psychology; Social psychology","score_opus":0.022872736636783676,"score_gpt":0.2817740046948183,"score_spread":0.2589012680580346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1494649797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.907232,0.000018400382,0.0035340188,0.007524505,0.0031154458,0.00073393737,0.0000530894,0.0000719812,0.07771666],"genre_scores_gemma":[0.9935805,0.000010149484,0.000060211216,0.005753442,0.00041846494,0.0000047727335,0.000029444234,0.0000069894804,0.00013602445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970183,0.000022546796,0.0018449479,0.000049195278,0.0008217064,0.00024331953],"domain_scores_gemma":[0.9879275,0.00013676233,0.008252363,0.00019520715,0.003473263,0.000014922195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0069084144,0.00011819518,0.00028751494,0.00029797992,0.00025389052,0.00047106497,0.0005286078,0.00018873237,0.000007821508],"category_scores_gemma":[0.00084993796,0.00008977674,0.00013561391,0.00074574415,0.000008102292,0.011435603,0.00007262357,0.00019842495,0.000066461325],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012781181,0.00031148904,0.16977884,0.006780234,0.00065394136,0.0000011968143,0.018999726,0.012011616,0.00094476336,0.7320702,0.050205864,0.0069640055],"study_design_scores_gemma":[0.0051760282,0.00011188533,0.12403744,0.0009533067,0.00026159865,0.00004380279,0.097168796,0.012037671,0.0014522849,0.003012803,0.75510204,0.00064234826],"about_ca_topic_score_codex":0.0006253852,"about_ca_topic_score_gemma":0.00033545916,"teacher_disagreement_score":0.72905743,"about_ca_system_score_codex":0.00026716615,"about_ca_system_score_gemma":0.000069856906,"threshold_uncertainty_score":0.8290536},"labels":[],"label_agreement":null},{"id":"W1494815098","doi":"10.17705/1jais.00212","title":"The Ethics of IT Professionals in Japan and China","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Ministry of Internal Affairs and Communications; University of Minnesota","keywords":"Lawrence Kohlberg's stages of moral development; China; Stage theory; Accountability; Confucian ethics; Psychology; Political science; Engineering ethics; Moral development; Social psychology; Law; Developmental psychology; Engineering","score_opus":0.12026840202209933,"score_gpt":0.43332178610432276,"score_spread":0.31305338408222344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1494815098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67270595,0.0005358911,0.002571936,0.30329624,0.010757809,0.0012211396,0.00003179715,0.000008029328,0.008871233],"genre_scores_gemma":[0.9983573,0.00005222056,0.00005998835,0.0004112412,0.000103809616,0.0000036805454,8.032341e-7,0.0000013913125,0.0010095533],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9964671,0.00035333505,0.0014857718,0.000037665704,0.0015596144,0.000096484946],"domain_scores_gemma":[0.9887409,0.004641866,0.004066988,0.00015684908,0.0023692388,0.000024143565],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.029000007,0.00005180372,0.00018152659,0.0001734562,0.00032082034,0.00029704155,0.0004070555,0.00015004055,0.0000010641176],"category_scores_gemma":[0.031189524,0.00002435534,0.00008432634,0.00045385913,0.000023541312,0.0011243416,0.000023711063,0.00035321005,0.000002430935],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026146582,0.00019633502,0.16418137,0.00020418517,0.00010548885,6.520785e-8,0.17116791,0.006730717,0.00016232205,0.48540512,0.13525513,0.03632989],"study_design_scores_gemma":[0.0007715942,0.00008694034,0.8151309,0.00041958463,0.000017180317,0.000011007896,0.030275641,0.0022411009,0.00009938639,0.05511567,0.09574115,0.000089853966],"about_ca_topic_score_codex":0.00001234245,"about_ca_topic_score_gemma":0.000016046166,"teacher_disagreement_score":0.65094954,"about_ca_system_score_codex":0.00014690953,"about_ca_system_score_gemma":0.00031295084,"threshold_uncertainty_score":0.99984884},"labels":[],"label_agreement":null},{"id":"W1495069443","doi":"","title":"An Empirical Investigation of Mobile Health Adoption in Preventive Interventions","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Athabasca University","funders":"","keywords":"Psychological intervention; Empirical research; Information and Communications Technology; Intervention (counseling); Mobile telephony; Knowledge management; Mobile technology; Perception; Business; Mobile computing; Internet privacy; Computer science; Psychology; Medicine; Mobile radio; Telecommunications; World Wide Web; Nursing","score_opus":0.05924964653000165,"score_gpt":0.46160850282260785,"score_spread":0.4023588562926062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1495069443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89984083,0.0012399147,0.03939129,0.015178718,0.0072746854,0.033267614,0.00051020976,0.00011111476,0.0031856273],"genre_scores_gemma":[0.9968097,0.00009510665,0.0004513992,0.0010426017,0.00020013486,0.0011384154,0.00006173258,0.0000054894304,0.0001953955],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995116,0.0009745196,0.003109322,0.00006657665,0.0004612606,0.00027230295],"domain_scores_gemma":[0.9904677,0.0003780768,0.00750032,0.00019852721,0.0012977137,0.00015763777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007071185,0.00009197374,0.00040027752,0.00035585393,0.00036371278,0.000018116349,0.00022555108,0.00018407001,0.0000047902377],"category_scores_gemma":[0.0006002751,0.000068311456,0.00020294072,0.0005263471,0.0000122621,0.0010896152,0.000012086926,0.00040224232,0.000009642056],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004238747,0.00064504566,0.80141205,0.0047923867,0.00010024504,7.027031e-8,0.042480897,0.012794775,0.00022400053,0.03446838,0.06852763,0.03413064],"study_design_scores_gemma":[0.0035580741,0.0017841065,0.8555185,0.0023686031,0.00004980498,0.0000043831233,0.012347999,0.0025057134,0.000040531228,0.0022743072,0.1194002,0.00014776964],"about_ca_topic_score_codex":0.00006645928,"about_ca_topic_score_gemma":0.000048644313,"teacher_disagreement_score":0.0969689,"about_ca_system_score_codex":0.0014517419,"about_ca_system_score_gemma":0.001024186,"threshold_uncertainty_score":0.37962544},"labels":[],"label_agreement":null},{"id":"W149611411","doi":"10.17705/1jais.00367","title":"Enhanced Use of IT: A New Perspective on Post-Adoption","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":106,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Conceptualization; Extant taxon; Construct (python library); Perspective (graphical); Knowledge management; Set (abstract data type); Computer science; Process (computing); Adaptation (eye); Grounded theory; Data science; Task (project management); Psychology; Qualitative research; Sociology; Artificial intelligence; Engineering","score_opus":0.06892031888419911,"score_gpt":0.3519707670719147,"score_spread":0.28305044818771563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W149611411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8185112,0.000023449616,0.14711702,0.018566225,0.007200917,0.0011983459,0.00011833717,0.000061415216,0.0072030793],"genre_scores_gemma":[0.99581283,0.000003382087,0.00029136773,0.00047249725,0.00011764219,0.0000037601749,0.0000018501693,0.0000040621217,0.0032926004],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99680424,0.00022013432,0.0013808957,0.00006872516,0.0014075724,0.00011841087],"domain_scores_gemma":[0.9889458,0.0010348024,0.0052719763,0.00027586005,0.0044183084,0.00005326428],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00409547,0.00008909504,0.00029400724,0.00048907317,0.00012633321,0.00023794227,0.00047243375,0.00017806841,0.000008503267],"category_scores_gemma":[0.015280184,0.000054628304,0.00029220976,0.00047387337,0.000017678583,0.0018134828,0.00003093969,0.00019047593,0.00006333402],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011906812,0.00029469474,0.05414901,0.000043535176,0.00039385215,1.647349e-7,0.027446056,0.04152844,0.004716855,0.5613743,0.2853813,0.023481091],"study_design_scores_gemma":[0.005724117,0.0014925238,0.35975993,0.00033833185,0.00017985037,0.00003724021,0.032101173,0.0053677596,0.0057087815,0.008912277,0.5799723,0.00040571464],"about_ca_topic_score_codex":0.000030476025,"about_ca_topic_score_gemma":0.00000811759,"teacher_disagreement_score":0.55246204,"about_ca_system_score_codex":0.0005075616,"about_ca_system_score_gemma":0.00013027975,"threshold_uncertainty_score":0.9930145},"labels":[],"label_agreement":null},{"id":"W1498140752","doi":"","title":"Implementation of Configurable Information Systems: Negotiations between Global Principles and Local Contexts","year":2004,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Negotiation; Computer science; Vision; Knowledge management; Intermediary; Process (computing); Mediation; Information system; Process management; Business; Engineering; Sociology; Marketing","score_opus":0.01595330160832988,"score_gpt":0.2526042538397213,"score_spread":0.2366509522313914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1498140752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4960767,0.0003830816,0.4899034,0.0031146242,0.0029845985,0.0018523323,0.00035778648,0.00008691935,0.005240563],"genre_scores_gemma":[0.99945885,0.000008094908,0.000044179087,0.00012578194,0.00025469612,0.000014140982,0.000068125264,0.0000040775512,0.000022051738],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99779946,0.0000182727,0.0014047008,0.000044062566,0.0005919645,0.00014155825],"domain_scores_gemma":[0.9923244,0.000055508517,0.0049661826,0.00009276856,0.002545932,0.000015193394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001384678,0.00011084809,0.00030960265,0.0002457962,0.0002359048,0.00057077775,0.0001816897,0.00009610725,0.0000011849722],"category_scores_gemma":[0.00029456973,0.0000827841,0.00012873218,0.00047360925,0.000019368215,0.006877348,0.000034526285,0.00008035261,0.000009577092],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004457324,0.000032665503,0.29756394,0.0017702103,0.00055390265,6.040474e-8,0.0011610665,0.48777765,0.000016226331,0.20337479,0.0012627393,0.0064421566],"study_design_scores_gemma":[0.019014902,0.00016194777,0.51085085,0.002100708,0.002590609,0.00003124135,0.062358715,0.098225884,0.0003581552,0.006072074,0.29711363,0.0011212747],"about_ca_topic_score_codex":0.001114005,"about_ca_topic_score_gemma":0.000034265773,"teacher_disagreement_score":0.50338215,"about_ca_system_score_codex":0.0003754059,"about_ca_system_score_gemma":0.0001342912,"threshold_uncertainty_score":0.5504023},"labels":[],"label_agreement":null},{"id":"W1499286663","doi":"","title":"E-negotiations: towards engineering of technology-based social processes.","year":2003,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Negotiation; Normative; Rationality; Computer science; Knowledge management; Negotiation theory; Management science; Process management; Engineering; Sociology; Political science","score_opus":0.01167884377047941,"score_gpt":0.22506253220361866,"score_spread":0.21338368843313926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1499286663","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014874716,0.00018742497,0.97745365,0.001553366,0.0037432367,0.0009021185,0.000029281498,0.00007423111,0.0011819836],"genre_scores_gemma":[0.9960541,0.0000028849977,0.0037165722,0.000040721297,0.00007721255,0.000023314773,0.000002046999,0.0000045394036,0.00007857932],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981477,0.000057342007,0.0009940971,0.0000505946,0.00061340234,0.0001368413],"domain_scores_gemma":[0.9946721,0.000109884975,0.0032225708,0.00014519009,0.0018250615,0.000025180429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017465561,0.000088813715,0.00023136812,0.00038966275,0.00014604008,0.00013703149,0.00044066383,0.00013909551,6.4049465e-7],"category_scores_gemma":[0.0019817916,0.00006624305,0.00016019217,0.0008664075,0.0000061180917,0.0014478054,0.000018404267,0.000107764376,0.0000035785085],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049585968,0.00035166746,0.039787948,0.003939774,0.00087257044,4.397432e-7,0.015282117,0.19682397,0.0033059637,0.7135427,0.019692544,0.0063507063],"study_design_scores_gemma":[0.008930546,0.00040261904,0.026528394,0.0011405261,0.00021507722,0.000073937525,0.0024077988,0.21286935,0.04791443,0.0013666251,0.6972793,0.0008714035],"about_ca_topic_score_codex":0.0000037882369,"about_ca_topic_score_gemma":5.7854027e-7,"teacher_disagreement_score":0.9811794,"about_ca_system_score_codex":0.0003725973,"about_ca_system_score_gemma":0.000364848,"threshold_uncertainty_score":0.2701313},"labels":[],"label_agreement":null},{"id":"W1499773649","doi":"","title":"Towards Understanding the Formation and Impact of E-service Failures","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Service (business); Transactional leadership; Typology; Consumption (sociology); Marketing; Computer science; Process (computing); Consumer behaviour; Product (mathematics); Perception; Perspective (graphical); E-commerce; Business; Psychology; World Wide Web; Social psychology; Sociology; Artificial intelligence","score_opus":0.13566566711594874,"score_gpt":0.3620810845956459,"score_spread":0.22641541747969718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1499773649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94097227,0.00008979952,0.048569642,0.0072310283,0.0011706045,0.00056063366,0.00006865099,0.000020492247,0.0013168802],"genre_scores_gemma":[0.9996133,0.0000136097815,0.000071518196,0.00010867899,0.000040691804,0.0000037239347,0.0000014678068,0.0000024958701,0.00014454938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974936,0.00014345454,0.001152509,0.000036568083,0.0010705034,0.00010334974],"domain_scores_gemma":[0.9939538,0.00048449606,0.0038292836,0.0001791616,0.0015224951,0.00003074808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00423989,0.00007188175,0.0002156184,0.000284826,0.0003442319,0.00015927611,0.00045309938,0.00011523046,0.0000037226341],"category_scores_gemma":[0.0020711687,0.000033457487,0.00021565503,0.0005733581,0.00003192621,0.0020052257,0.000046750683,0.00014501905,0.000006620017],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039299065,0.00009834444,0.67244667,0.00011039052,0.0005652435,5.4741434e-7,0.059661914,0.026131565,0.00058311503,0.08922921,0.14619796,0.0045820433],"study_design_scores_gemma":[0.0029856921,0.00030340714,0.8868044,0.00011724607,0.00012165391,0.0004864395,0.041320417,0.01648542,0.00034711152,0.011629545,0.03918169,0.00021696543],"about_ca_topic_score_codex":0.00003701237,"about_ca_topic_score_gemma":0.000010028567,"teacher_disagreement_score":0.21435773,"about_ca_system_score_codex":0.00046999322,"about_ca_system_score_gemma":0.00012777219,"threshold_uncertainty_score":0.26475883},"labels":[],"label_agreement":null},{"id":"W1503745102","doi":"10.5555/359640.359781","title":"CIO lateral influence behaviors: gaining peers' commitment to strategic information systems","year":2000,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Persuasion; Appeal; Order (exchange); Knowledge management; Peer pressure; Test (biology); Information system; Psychology; Public relations; Business; Computer science; Social psychology; Political science","score_opus":0.011992079899463475,"score_gpt":0.22440091715424165,"score_spread":0.2124088372547782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1503745102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9590258,0.0000202105,0.00041772187,0.0010606403,0.0025260067,0.0013055694,0.000057084246,0.00010129723,0.035485692],"genre_scores_gemma":[0.9974716,0.000006188039,0.00002611217,0.0013256978,0.00038528125,0.00006190505,0.0000434146,0.000006955869,0.0006728781],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971686,0.000023111455,0.0016137621,0.00005155118,0.00085861015,0.00028433904],"domain_scores_gemma":[0.9947618,0.000047165504,0.0033947686,0.00019791219,0.001574446,0.000023861172],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0017327488,0.000171915,0.0002970856,0.0004105826,0.00036945837,0.0014437598,0.0004854967,0.00018992324,0.000014036444],"category_scores_gemma":[0.00020343317,0.00012919595,0.00016445565,0.00053086283,0.000013562256,0.013124101,0.00003925256,0.00023803693,0.00048255266],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049601676,0.00011534683,0.088756084,0.0011601829,0.00043689503,0.000001330181,0.008520317,0.5058059,0.00008708305,0.30993074,0.07743765,0.0072524315],"study_design_scores_gemma":[0.0026765612,0.00012239297,0.033435155,0.00046789224,0.00014807154,0.000037131875,0.010518014,0.013217744,0.000043080767,0.00046023758,0.9384142,0.00045951098],"about_ca_topic_score_codex":0.00021563712,"about_ca_topic_score_gemma":0.000006240274,"teacher_disagreement_score":0.8609766,"about_ca_system_score_codex":0.0005305163,"about_ca_system_score_gemma":0.00008262451,"threshold_uncertainty_score":0.99959284},"labels":[],"label_agreement":null},{"id":"W1503836566","doi":"","title":"The Software for Cultures and the Cultures in Software","year":2000,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Artifact (error); Software; Software development; Social software engineering; The Internet; Software engineering; Computer science; Software construction; World Wide Web; Knowledge management; Artificial intelligence; Operating system","score_opus":0.009567035768486165,"score_gpt":0.3019815209246704,"score_spread":0.29241448515618423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1503836566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42521495,0.010079149,0.09019164,0.20241834,0.061799143,0.07400285,0.0028600076,0.00064007175,0.13279384],"genre_scores_gemma":[0.98459053,0.0005681632,0.00036041788,0.0011251147,0.0011494638,0.00035738794,0.000031541203,0.000011743511,0.011805622],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997791,0.00033192185,0.0010194741,0.000034209243,0.00062008173,0.00020332802],"domain_scores_gemma":[0.995665,0.0012773109,0.0018163675,0.00009263905,0.0011163987,0.000032278145],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007406736,0.00008075043,0.00018288667,0.000050659426,0.0018157688,0.00078537024,0.00032473938,0.00009647655,0.0000048685292],"category_scores_gemma":[0.0033765663,0.00003692596,0.0001517597,0.0002467788,0.00007929774,0.0017056436,0.000013650966,0.000112145,0.000004724929],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008572692,0.000018604687,0.014753221,0.00017197646,0.00026497463,3.516303e-8,0.28580433,0.0036354996,0.0000021075402,0.48754922,0.17580046,0.03114231],"study_design_scores_gemma":[0.0019969332,0.000023084574,0.002340818,0.00004670166,0.00002493867,0.000003247287,0.04564284,0.0001485396,0.0000058599135,0.0022556852,0.94744986,0.00006151505],"about_ca_topic_score_codex":0.00021040389,"about_ca_topic_score_gemma":0.00022694089,"teacher_disagreement_score":0.77164936,"about_ca_system_score_codex":0.00036450388,"about_ca_system_score_gemma":0.0001342956,"threshold_uncertainty_score":0.9994837},"labels":[],"label_agreement":null},{"id":"W1503976677","doi":"10.17705/1jais.00276","title":"Fitting Covariance Models for Theory Generation","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Memorial University of Newfoundland","funders":"","keywords":"Covariance; Structural equation modeling; Computer science; Phenomenon; Econometrics; Data mining; Algorithm; Mathematics; Epistemology; Machine learning; Statistics; Philosophy","score_opus":0.19638746570338975,"score_gpt":0.3450441081003986,"score_spread":0.14865664239700885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1503976677","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046168543,0.00005417603,0.94419307,0.0007050067,0.0051768413,0.0008343404,0.000085131076,0.00003472103,0.0027481897],"genre_scores_gemma":[0.9938469,0.0000032198668,0.0033206975,0.00024075503,0.00020767903,0.00003617419,0.000003908195,0.0000052894825,0.0023353638],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99735546,0.00018579893,0.0014418727,0.00006676391,0.00080924545,0.00014085585],"domain_scores_gemma":[0.99203545,0.00061363215,0.0043894853,0.00022804731,0.0026978818,0.00003553314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011955461,0.00007965016,0.00022108654,0.0002593571,0.0003018419,0.0002384615,0.0005941005,0.00017493255,0.000006387631],"category_scores_gemma":[0.005122137,0.000049486607,0.00025948527,0.0002996528,0.000014449305,0.002462368,0.000030505851,0.00012699782,0.000019083893],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000244484,0.0000731263,0.020998929,0.000025733583,0.00017129352,1.1324661e-7,0.010977013,0.02549714,0.00026474334,0.848357,0.08127385,0.012116552],"study_design_scores_gemma":[0.007151213,0.00050185557,0.048255667,0.00016259961,0.00033032597,0.000103087536,0.017106783,0.27797386,0.0030997142,0.28266895,0.36200964,0.00063630356],"about_ca_topic_score_codex":0.000002741193,"about_ca_topic_score_gemma":0.0000015964574,"teacher_disagreement_score":0.9476784,"about_ca_system_score_codex":0.0002265435,"about_ca_system_score_gemma":0.00009569191,"threshold_uncertainty_score":0.6132046},"labels":[],"label_agreement":null},{"id":"W1504250966","doi":"","title":"DEMYSTIFYING THE RHETORICAL CLOSURE OF ERP PACKAGES","year":2001,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Rhetorical question; Phenomenon; Negotiation; Closure (psychology); Sociology; Epistemology; Social constructivism; Knowledge management; Public relations; Computer science; Political science; Social science; Linguistics","score_opus":0.036089682947854494,"score_gpt":0.2808431892608107,"score_spread":0.2447535063129562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1504250966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7862076,0.0006465365,0.024296448,0.044294428,0.032792967,0.0054710354,0.0001311731,0.00016520612,0.10599458],"genre_scores_gemma":[0.9977118,0.000008586848,0.00001568905,0.00053965737,0.0010962567,0.000008554539,0.000006182728,0.000006626352,0.00060667086],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99795794,0.00004968542,0.00111634,0.000031979453,0.0006969055,0.0001471177],"domain_scores_gemma":[0.99395853,0.00022422084,0.004576913,0.00012322968,0.00110663,0.00001044772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029464816,0.00008683265,0.00021739824,0.00017300947,0.00024955237,0.00036984522,0.00030325196,0.00006626809,0.000010183368],"category_scores_gemma":[0.0011786224,0.000046997244,0.00022869695,0.00043502488,0.000010095471,0.0026009502,0.000034415178,0.000116430296,0.000027811173],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001363618,0.00005532327,0.6665182,0.0005262262,0.0004443756,2.612119e-7,0.0021696126,0.0032408275,0.00028628853,0.07336501,0.2510724,0.0021850897],"study_design_scores_gemma":[0.0013071952,0.000022995368,0.08873279,0.00013921774,0.00011717045,0.000021055193,0.0049025146,0.0015189082,0.00005175831,0.00034005233,0.9027444,0.00010191985],"about_ca_topic_score_codex":0.00006571986,"about_ca_topic_score_gemma":0.000007076939,"teacher_disagreement_score":0.651672,"about_ca_system_score_codex":0.00021202942,"about_ca_system_score_gemma":0.00004220427,"threshold_uncertainty_score":0.3566426},"labels":[],"label_agreement":null},{"id":"W1505537393","doi":"10.17705/1jais.00062","title":"A Re-Examination of Racioethnic Imbalance of IS Doctorates: Changing the Face of the IS Classroom","year":2005,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"White (mutation); Accreditation; Face (sociological concept); Diversity (politics); Representation (politics); Political science; Field (mathematics); Gender studies; Sociology; Public relations; Social science; Law; Politics","score_opus":0.026120076238355504,"score_gpt":0.3084417676237432,"score_spread":0.2823216913853877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1505537393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9679702,0.00065450073,0.0027090523,0.008305069,0.00900463,0.0013651216,0.00016956331,0.000013286171,0.009808595],"genre_scores_gemma":[0.9954681,0.000023649209,0.000034597295,0.0001961268,0.00016134426,0.00001277967,0.0000018191015,0.000004444341,0.0040971544],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99766946,0.00020488101,0.0012683327,0.000040090177,0.0006719743,0.00014523418],"domain_scores_gemma":[0.99252725,0.0003131778,0.006244796,0.00019548686,0.00070137536,0.00001793392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004522577,0.00007844337,0.0002321386,0.00012546328,0.00009729964,0.0000209115,0.0004066485,0.00012217624,0.000012309647],"category_scores_gemma":[0.0004028964,0.000041927146,0.00017424083,0.00036142656,0.000018942084,0.00039148654,0.00003614895,0.00017828724,0.000007310344],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018244213,0.00016824252,0.07970516,0.00075054955,0.0013958659,3.8739266e-8,0.78274393,0.005744783,0.0019876568,0.006827876,0.10347514,0.017018303],"study_design_scores_gemma":[0.0044010575,0.000219655,0.24539982,0.0017455245,0.00030601874,0.000015818208,0.120778754,0.00501162,0.030598827,0.0001538394,0.5910544,0.0003147104],"about_ca_topic_score_codex":0.000008332345,"about_ca_topic_score_gemma":8.248036e-7,"teacher_disagreement_score":0.6619652,"about_ca_system_score_codex":0.00032061266,"about_ca_system_score_gemma":0.00005849797,"threshold_uncertainty_score":0.17097393},"labels":[],"label_agreement":null},{"id":"W1508343863","doi":"10.17705/1jais.00126","title":"Quo vadis TAM?","year":2007,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":1347,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; University of British Columbia","funders":"Canada Research Chairs","keywords":"Status quo; Confusion; Technology acceptance model; Illusion; Order (exchange); Computer science; Management science; Focus (optics); Information system; Knowledge management; Epistemology; Political science; Psychology; Business; Cognitive psychology; Usability; Engineering; Human–computer interaction; Law","score_opus":0.05814838012149953,"score_gpt":0.35860405846384563,"score_spread":0.3004556783423461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1508343863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79805124,0.00015840345,0.14458506,0.00868101,0.022631235,0.0012545822,0.00011482784,0.00011944317,0.024404187],"genre_scores_gemma":[0.99451244,0.0000025300367,0.00022640679,0.00027929738,0.00017170297,0.0000029400182,0.0000014559048,0.0000034673797,0.0047997455],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99633664,0.00009374865,0.0017451568,0.000050007973,0.0015998512,0.00017458762],"domain_scores_gemma":[0.99204236,0.0007728971,0.0045868764,0.00024288682,0.0022953153,0.000059690126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015147857,0.0000740527,0.00022380345,0.000481594,0.00021987416,0.00030831256,0.0007254471,0.00018944778,0.000010271287],"category_scores_gemma":[0.0061091227,0.000043211447,0.0002769044,0.00065725803,0.000016410982,0.0015577116,0.00004077933,0.00020521275,0.00013470714],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011275152,0.00005928878,0.6566413,0.000012792688,0.00011119213,5.670729e-7,0.0031504426,0.0012651804,0.00019661203,0.04992113,0.27585465,0.012674102],"study_design_scores_gemma":[0.0007793155,0.00004605611,0.23866217,0.000018474755,0.000024160023,0.00003848392,0.0035442484,0.00022537202,0.00024698328,0.0013335202,0.7550089,0.00007232474],"about_ca_topic_score_codex":0.0000047689136,"about_ca_topic_score_gemma":0.000005769552,"teacher_disagreement_score":0.47915426,"about_ca_system_score_codex":0.000406969,"about_ca_system_score_gemma":0.00007949263,"threshold_uncertainty_score":0.7313632},"labels":[],"label_agreement":null},{"id":"W1509418783","doi":"","title":"Decision Making by Emergency Room Physicians and Residents: Results From a Clinical Trial","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; California HIV/AIDS Research Program","keywords":"Triage; Clinical decision support system; Clinical decision making; Medical decision making; Emergency department; Decision support system; Medical emergency; Computer science; R-CAST; Medicine; Business decision mapping; Family medicine; Artificial intelligence; Nursing","score_opus":0.052609738032034406,"score_gpt":0.4455418204661233,"score_spread":0.3929320824340889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1509418783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9162645,0.00087089714,0.009518899,0.0032525752,0.05578409,0.0055261687,0.001179405,0.00006580281,0.007537691],"genre_scores_gemma":[0.9915287,0.000105927305,0.00015340056,0.00029614344,0.0049522645,0.00006332008,0.000051953542,0.000016817236,0.0028314898],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920183,0.0012780373,0.005318381,0.00010682407,0.0009054085,0.0003730723],"domain_scores_gemma":[0.98339605,0.0035216867,0.011634392,0.00023015698,0.0011553827,0.00006233129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011157234,0.00012923792,0.00052098685,0.00012233929,0.00067775266,0.00006584015,0.00027993607,0.0003720778,0.0000034046564],"category_scores_gemma":[0.0057741525,0.00009161233,0.00023464122,0.00023433744,0.000006597161,0.0010033883,0.000047763115,0.0006312671,0.000036465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0074123894,0.000063671774,0.05574732,0.00012747265,0.00012310444,1.04143645e-7,0.0018899245,0.00014648205,0.000015860327,0.0006507593,0.9306639,0.003159],"study_design_scores_gemma":[0.064188935,0.00055788865,0.09540236,0.002094479,0.00014526685,0.0000033571328,0.0033537408,0.0019959917,0.000005221451,0.0027468062,0.8292476,0.0002583872],"about_ca_topic_score_codex":0.0008325002,"about_ca_topic_score_gemma":0.00024530894,"teacher_disagreement_score":0.10141634,"about_ca_system_score_codex":0.0012452585,"about_ca_system_score_gemma":0.00039609222,"threshold_uncertainty_score":0.6912617},"labels":[],"label_agreement":null},{"id":"W151080024","doi":"10.17705/1jais.00369","title":"Generating Effective Recommendations Using Viewing-Time Weighted Preferences for Attributes","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Recommender Systems and Techniques","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Preference; Recommender system; Quality (philosophy); Information retrieval; Function (biology); Artificial intelligence; Mathematics; Statistics","score_opus":0.02751794013680617,"score_gpt":0.27332611437541193,"score_spread":0.24580817423860576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W151080024","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004296743,0.000038205624,0.9907865,0.0010193948,0.0023117722,0.0010654905,0.000028525803,0.00004724937,0.00040615455],"genre_scores_gemma":[0.9364948,0.0000066358093,0.062110763,0.00026478118,0.0006696393,0.00016524151,0.000019095538,0.000010150245,0.00025885346],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981496,0.00030310158,0.000978003,0.000068570414,0.00033735795,0.00016337886],"domain_scores_gemma":[0.99429595,0.000884006,0.0032817095,0.00017283512,0.0013268298,0.000038647795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044088806,0.00010475498,0.00029058557,0.0001633919,0.00040856446,0.00058795075,0.00050827046,0.00009610808,4.709863e-7],"category_scores_gemma":[0.00073508197,0.00007025993,0.00021340286,0.00024293824,0.000004476878,0.0023311013,0.000053894495,0.00009787741,0.0000029810465],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012143927,0.00033905887,0.035088345,0.001971679,0.00294757,1.3825907e-7,0.029497622,0.035610758,0.008605202,0.21728615,0.41523445,0.2532976],"study_design_scores_gemma":[0.0009293764,0.00021787813,0.0005313975,0.00033230864,0.000051783874,0.000019702858,0.00013901475,0.711259,0.002180853,0.0018939831,0.28226203,0.00018270338],"about_ca_topic_score_codex":0.00001307327,"about_ca_topic_score_gemma":8.4755317e-7,"teacher_disagreement_score":0.9321981,"about_ca_system_score_codex":0.00042369196,"about_ca_system_score_gemma":0.0000656143,"threshold_uncertainty_score":0.56696224},"labels":[],"label_agreement":null},{"id":"W1515344529","doi":"10.17705/1jais.00279","title":"The Effects of Service and Consumer Product Knowledge on Online Customer Loyalty","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Loyalty business model; Service quality; Service (business); Business; Service recovery; Customer retention; Marketing; Service guarantee; Service level objective; Loyalty; Service design; Service provider","score_opus":0.02329058780634812,"score_gpt":0.24419767825574185,"score_spread":0.22090709044939372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1515344529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9580531,0.00089880987,0.00007915675,0.0038661796,0.010047289,0.0020473544,0.00003620792,0.000046365232,0.024925534],"genre_scores_gemma":[0.9981703,0.000018965959,0.000009727817,0.00088290946,0.00044955144,0.000009020794,0.000005009851,0.0000063032535,0.00044822018],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875784,0.00004990253,0.00069424853,0.000041569372,0.00033639878,0.00012005689],"domain_scores_gemma":[0.99537617,0.00033730757,0.0026558228,0.00014514207,0.001475005,0.000010533834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001968996,0.00008895339,0.00019594531,0.00012679023,0.00023403442,0.00013788482,0.00024514002,0.000055841185,0.0000015463194],"category_scores_gemma":[0.00078628183,0.000049383045,0.000095026895,0.00031812768,0.000014986112,0.0012411196,0.00005043906,0.00013159386,0.00003917282],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023566426,0.0016147158,0.34357098,0.030446865,0.0029847205,8.8614183e-7,0.04093626,0.0007394287,0.0005840992,0.28469393,0.24810459,0.043966874],"study_design_scores_gemma":[0.0021126398,0.000054615582,0.15745999,0.0005333078,0.00028416896,0.000005002954,0.0027845236,0.0012875821,0.00029179352,0.00034518208,0.83465725,0.00018396595],"about_ca_topic_score_codex":0.00017254397,"about_ca_topic_score_gemma":0.00008570854,"teacher_disagreement_score":0.5865526,"about_ca_system_score_codex":0.00007524343,"about_ca_system_score_gemma":0.00003496342,"threshold_uncertainty_score":0.20137821},"labels":[],"label_agreement":null},{"id":"W1515765710","doi":"","title":"The Impacts of Socio-Economic and Cultural Factors on the Network Readiness of Nations: A Focus on the Regions of Africa","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"ICT Impact and Policies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cape Breton University","funders":"","keywords":"Exploit; Information and Communications Technology; Index (typography); Economic geography; Geography; Assertion; Developing country; Regional science; Economic growth; Development economics; Computer science; Economics; Computer security; World Wide Web","score_opus":0.02167147234825353,"score_gpt":0.2307981609055033,"score_spread":0.20912668855724978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1515765710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904215,0.00018439352,0.0000637658,0.0021138198,0.0007785699,0.00041979284,0.000081945414,0.000008430885,0.0059277806],"genre_scores_gemma":[0.9995157,0.00018669247,0.000001702614,0.000017449498,0.00011220917,0.0000063680636,0.0000015772249,0.000004882594,0.00015338021],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99889195,0.00008087696,0.00064637786,0.00001152188,0.00025645146,0.000112824826],"domain_scores_gemma":[0.9963351,0.0016532989,0.0015947907,0.00011906564,0.00027879534,0.000018941088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010064841,0.00007781498,0.00018335941,0.00005818362,0.00031206972,0.00004281478,0.000198422,0.000060622064,6.519111e-7],"category_scores_gemma":[0.0005954706,0.00003148015,0.0001515489,0.00015354206,0.000040642277,0.00033698016,0.00001067545,0.00011589981,0.0000011278856],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015896742,0.00003618683,0.025467195,0.00021378224,0.0014852991,2.9841736e-8,0.18278801,0.2497011,0.00033651243,0.2812912,0.25833878,0.00018293996],"study_design_scores_gemma":[0.0056269313,0.0016110485,0.45353502,0.0028651452,0.0007547752,0.0001224556,0.22436899,0.03394893,0.018137965,0.009677691,0.24830458,0.0010464852],"about_ca_topic_score_codex":0.000038302453,"about_ca_topic_score_gemma":0.0000074981826,"teacher_disagreement_score":0.4280678,"about_ca_system_score_codex":0.00022112609,"about_ca_system_score_gemma":0.00004451884,"threshold_uncertainty_score":0.24002196},"labels":[],"label_agreement":null},{"id":"W1515777586","doi":"","title":"Electronic Health Records and the Changing Roles of Health Care Professionals: A Social Informatics Perspective","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Worcester Polytechnic Institute; National Science Foundation","keywords":"Perspective (graphical); Health informatics; Variety (cybernetics); Health care; Informatics; Value (mathematics); Health professionals; Knowledge management; Nursing; Social care; Medicine; Public relations; Computer science; Political science; Public health","score_opus":0.020625461843817014,"score_gpt":0.3951294904692731,"score_spread":0.37450402862545606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1515777586","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25534865,0.05577249,0.030457303,0.5508847,0.025239957,0.053378236,0.00084889255,0.00035451926,0.027715214],"genre_scores_gemma":[0.99458504,0.00021300421,0.00007903855,0.0038622757,0.0006168139,0.0000934347,0.000012610593,0.000011770686,0.00052602],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9922993,0.0023130765,0.0036034582,0.00006134874,0.0009394762,0.00078332867],"domain_scores_gemma":[0.9813467,0.000961166,0.015000171,0.00016819152,0.0024391646,0.00008460359],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01936649,0.0001654741,0.0008679655,0.0003432022,0.0020838787,0.000045618704,0.00032730246,0.00020992364,0.0000013880398],"category_scores_gemma":[0.0013319369,0.00009538816,0.00024191821,0.0005324926,0.000030427038,0.00083076005,0.00004664153,0.00090849044,0.0000040060318],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039403845,0.000037467526,0.0020746577,0.0020867782,0.00022508216,1.3408324e-8,0.8135483,0.00011361876,0.0000010633316,0.1455251,0.026731636,0.009262235],"study_design_scores_gemma":[0.006719827,0.00072384876,0.0044110813,0.0016369155,0.00005313212,0.000015985206,0.8577309,0.0013651941,0.0000037744508,0.0010769026,0.1260939,0.00016852342],"about_ca_topic_score_codex":0.00020150347,"about_ca_topic_score_gemma":0.000111200985,"teacher_disagreement_score":0.73923635,"about_ca_system_score_codex":0.006480725,"about_ca_system_score_gemma":0.004686095,"threshold_uncertainty_score":0.99921525},"labels":[],"label_agreement":null},{"id":"W1518257614","doi":"","title":"Understanding the Role and Transformation of the Information Technology Function in Organizations","year":2005,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Archetype; Typology; Normative; Function (biology); Computer science; Field (mathematics); Dimension (graph theory); Perspective (graphical); Epistemology; Ideal (ethics); Transformation (genetics); Punctuated equilibrium; Conceptual framework; Data science; Management science; Knowledge management; Sociology; Artificial intelligence; Mathematics; Engineering; Pure mathematics","score_opus":0.009583371248776534,"score_gpt":0.18569007026835258,"score_spread":0.17610669901957604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1518257614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65682197,0.00034116686,0.19304092,0.060937542,0.0067799636,0.0057939924,0.00009861762,0.00021794239,0.07596789],"genre_scores_gemma":[0.9993212,0.000012259114,0.000017192093,0.00046662326,0.00011807541,0.000014062841,0.0000070515684,0.0000033792428,0.0000401201],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984381,0.000016931619,0.00101111,0.000025169273,0.00038731203,0.00012135631],"domain_scores_gemma":[0.99594533,0.00005485463,0.0030616084,0.00012111276,0.0008129997,0.000004071514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012293598,0.0000826278,0.00014360978,0.00041960637,0.00032870757,0.00022114572,0.00028439827,0.00015368858,0.0000022901204],"category_scores_gemma":[0.0005362396,0.00004639282,0.00006907857,0.0012010531,0.000035282414,0.009364725,0.000037816502,0.00020172058,0.000010166744],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045483062,0.00001627018,0.04788271,0.00013340986,0.000057829715,5.8731935e-9,0.0033308617,0.020548282,0.000054256823,0.9227569,0.0015633529,0.003610623],"study_design_scores_gemma":[0.004860349,0.00006949347,0.09593899,0.00039144713,0.00026304479,0.000033755645,0.07906922,0.074818306,0.00084271264,0.042698544,0.70065373,0.0003604171],"about_ca_topic_score_codex":0.00002467832,"about_ca_topic_score_gemma":0.000041273524,"teacher_disagreement_score":0.88005835,"about_ca_system_score_codex":0.00036639656,"about_ca_system_score_gemma":0.00006451884,"threshold_uncertainty_score":0.67892},"labels":[],"label_agreement":null},{"id":"W1518948785","doi":"","title":"dAMP: A JXTA-BASED PEER-TO-PEER MEDIA PLAYER","year":2003,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Computer science; File sharing; Upload; World Wide Web; The Internet; Download; Shared resource; Task (project management); Transparency (behavior); Peer-to-peer; Multimedia; Computer security; Engineering","score_opus":0.01651489650297567,"score_gpt":0.2441637179840116,"score_spread":0.22764882148103593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1518948785","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016691765,0.00005368475,0.9222787,0.039822537,0.011713759,0.0014820484,0.000072570714,0.00027171528,0.0076132203],"genre_scores_gemma":[0.9771087,8.9494006e-7,0.018988047,0.0016759377,0.00018932129,0.000053405973,0.000005120921,0.000010473189,0.0019680692],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99625105,0.00014333712,0.0010675741,0.000098782,0.0021060256,0.00033325847],"domain_scores_gemma":[0.9936946,0.00053377164,0.0018891983,0.00046320498,0.00328968,0.00012953236],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005633563,0.00015372358,0.00031127766,0.00047901444,0.00020678998,0.00063508365,0.0014439701,0.00017742265,0.0000015838652],"category_scores_gemma":[0.008814179,0.00010984808,0.00021305875,0.0010444206,0.000008712328,0.001701631,0.00009796515,0.0002470361,0.00010937565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041737192,0.000057630234,0.0073005445,0.00005315455,0.00018427645,9.5142934e-7,0.006195563,0.11391866,0.00013886079,0.08540545,0.78260714,0.004096026],"study_design_scores_gemma":[0.00096639124,0.000110360685,0.0030920114,0.000084532,0.000022497712,0.000024113036,0.0004749763,0.009389771,0.0013847331,0.0007219155,0.98352814,0.00020055367],"about_ca_topic_score_codex":0.00000579998,"about_ca_topic_score_gemma":0.0000051542465,"teacher_disagreement_score":0.960417,"about_ca_system_score_codex":0.0008822834,"about_ca_system_score_gemma":0.00025463686,"threshold_uncertainty_score":0.999535},"labels":[],"label_agreement":null},{"id":"W1520134760","doi":"","title":"Adoption and Use of Community Municipal Portals.","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Business; Environmental planning; Environmental science","score_opus":0.062107031021591465,"score_gpt":0.2890254642645926,"score_spread":0.22691843324300112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1520134760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99222296,0.000036285408,0.00005013062,0.0007634233,0.0006972175,0.00019866404,0.000023627133,0.000005952773,0.006001733],"genre_scores_gemma":[0.99885607,0.000082002225,0.000035317495,0.00011057699,0.00009873174,0.0000020921261,0.00000421045,0.0000016675677,0.00080934475],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984729,0.0003011119,0.0005127059,0.000011500671,0.00062230893,0.000079416204],"domain_scores_gemma":[0.99651366,0.0004184846,0.0022887273,0.00007373614,0.00067216443,0.00003322988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003062333,0.000038366834,0.0001286983,0.00006230597,0.0005172316,0.0000971313,0.00017696242,0.000078053505,0.000002266939],"category_scores_gemma":[0.0008933609,0.000027985461,0.00007898734,0.00014942512,0.000042316144,0.002393793,0.000023161074,0.000113012924,0.0000010392586],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008719549,0.000085497435,0.6470197,0.00014930611,0.00024025246,7.648187e-8,0.27132404,0.00094024045,0.00004801238,0.055716045,0.023566231,0.00082342554],"study_design_scores_gemma":[0.0009086069,0.000087626926,0.27709615,0.00008224784,0.000055370267,0.00000859816,0.08522182,0.00035343648,0.00005009549,0.00015135639,0.63589126,0.0000934432],"about_ca_topic_score_codex":0.0015762007,"about_ca_topic_score_gemma":0.00023941918,"teacher_disagreement_score":0.612325,"about_ca_system_score_codex":0.00021031473,"about_ca_system_score_gemma":0.000079818186,"threshold_uncertainty_score":0.39781794},"labels":[],"label_agreement":null},{"id":"W1520410776","doi":"","title":"Business-to-Consumer Web Site Quality and Web Shoppers' Emotions: Exploring a Research Model","year":2004,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Université de Sherbrooke","funders":"","keywords":"Situational ethics; Psychology; Operationalization; Pride; Cognition; Quality (philosophy); Consumer behaviour; Sample (material); Cognitive appraisal; Social psychology; Applied psychology; Advertising; Business","score_opus":0.17328631881730494,"score_gpt":0.3447770471447414,"score_spread":0.17149072832743645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1520410776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98875314,0.00010336446,0.0007717533,0.006395487,0.0012226572,0.00075530267,0.00003085495,0.00003528915,0.0019321671],"genre_scores_gemma":[0.9990808,0.000037742946,0.00010706062,0.00016617119,0.0002600701,0.00006911843,0.0000047296057,0.000010635295,0.00026368818],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977779,0.00004202844,0.0009193158,0.000077905395,0.00094003003,0.00024283087],"domain_scores_gemma":[0.99486166,0.00014331272,0.0013072556,0.00016117278,0.003504651,0.00002197413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004684461,0.00011972425,0.00027526027,0.000619273,0.00057378784,0.00074029446,0.00022364517,0.00006963872,0.0000013620303],"category_scores_gemma":[0.0023020233,0.000087712404,0.00012261973,0.0008549038,0.000023878523,0.004457505,0.00016163281,0.00021096416,0.000072383395],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016638963,0.00010045786,0.9336138,0.0009034747,0.0003111258,4.979379e-7,0.0034307428,0.021645354,0.0012141208,0.027477413,0.007391186,0.0037454893],"study_design_scores_gemma":[0.0057512503,0.0000297854,0.6605337,0.0010684025,0.0003576901,0.00001649969,0.009864434,0.014570404,0.00001664903,0.00066894444,0.3065567,0.0005655052],"about_ca_topic_score_codex":0.00012836068,"about_ca_topic_score_gemma":0.00008620845,"teacher_disagreement_score":0.29916552,"about_ca_system_score_codex":0.0005499806,"about_ca_system_score_gemma":0.00013867299,"threshold_uncertainty_score":0.71386766},"labels":[],"label_agreement":null},{"id":"W1521340856","doi":"","title":"The Effects of Trust-assuring Arguments on Consumer Trust in Internet Stores","year":2003,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"The Internet; Order (exchange); Internet privacy; Internet shopping; Business; Face (sociological concept); Statement (logic); Advertising; Feature (linguistics); Computer science; World Wide Web; Political science; Sociology; Law","score_opus":0.029305773319110495,"score_gpt":0.3144088544835435,"score_spread":0.285103081164433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1521340856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99315727,0.0001018507,0.0005006518,0.00032732473,0.0039180117,0.0004601257,0.000007566341,0.000008338826,0.0015188454],"genre_scores_gemma":[0.9975611,0.000014445461,0.000028824103,0.00006414281,0.000017928696,0.000013390594,4.3726584e-7,0.0000033745184,0.0022963327],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99692786,0.00035582122,0.0014056688,0.000052973817,0.0011169703,0.00014073255],"domain_scores_gemma":[0.99366236,0.0018012283,0.0035933575,0.0002224673,0.0006917195,0.00002888688],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0066399523,0.000081794846,0.00024832453,0.0003455696,0.00012720066,0.00019154919,0.0005467045,0.00012968849,0.0000029850025],"category_scores_gemma":[0.012028572,0.000042479325,0.00017559908,0.00037988462,0.000025827272,0.0006475761,0.00002579597,0.00021880108,0.00002458847],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009731105,0.000067245666,0.94578165,0.000028967645,0.00009863127,3.1623716e-7,0.002401924,0.0007101531,0.000084028165,0.027250212,0.020296797,0.0031827725],"study_design_scores_gemma":[0.00426133,0.0002908221,0.573986,0.00031016837,0.000057227237,0.0000215355,0.0056081517,0.0009886874,0.0047489954,0.0020724915,0.40748805,0.0001665697],"about_ca_topic_score_codex":0.000007145508,"about_ca_topic_score_gemma":0.000005549728,"teacher_disagreement_score":0.38719127,"about_ca_system_score_codex":0.00034957475,"about_ca_system_score_gemma":0.00006517969,"threshold_uncertainty_score":0.99629354},"labels":[],"label_agreement":null},{"id":"W1521489702","doi":"10.17705/1jais.00113","title":"Do You Read Me? Perspective Making and Perspective Taking in Chat Communities","year":2007,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University; Florida State University","keywords":"Perspective (graphical); Context (archaeology); Vocabulary; Computer science; Service (business); Process (computing); Knowledge management; Value (mathematics); Linguistics; Marketing; Business; Artificial intelligence","score_opus":0.032560735144158415,"score_gpt":0.2952307555762052,"score_spread":0.2626700204320468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1521489702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.825176,0.0013849562,0.00312963,0.010601376,0.00488762,0.0016207609,0.000026884736,0.000076842814,0.15309592],"genre_scores_gemma":[0.99861556,0.00000885602,0.000025772515,0.00070450804,0.00052102836,0.000003897417,0.0000023570913,0.000005781834,0.00011222877],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99875647,0.000039876082,0.00058775174,0.000037531714,0.0004192407,0.00015911894],"domain_scores_gemma":[0.99527055,0.00020400061,0.0029237615,0.00009419637,0.0015001897,0.0000072792436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048543485,0.000088750945,0.00020460149,0.0004256779,0.0002685624,0.00054151483,0.00019648351,0.00008206257,0.0000043517402],"category_scores_gemma":[0.0006254025,0.000068311136,0.00009406608,0.00037191933,0.000014534454,0.003387371,0.00006293532,0.00021890558,0.000007336574],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002531748,0.000054390912,0.2030133,0.00042994352,0.00021040383,6.544619e-7,0.08532712,0.0014344816,0.000012529214,0.7066145,0.0014863708,0.0011631176],"study_design_scores_gemma":[0.0015160829,0.000017613089,0.13521989,0.00049535115,0.000078658486,0.000014741796,0.7830359,0.0027106209,0.0000057840816,0.0036217168,0.0730939,0.00018976112],"about_ca_topic_score_codex":0.0011754885,"about_ca_topic_score_gemma":0.00057064986,"teacher_disagreement_score":0.7029928,"about_ca_system_score_codex":0.00089931156,"about_ca_system_score_gemma":0.000024563173,"threshold_uncertainty_score":0.52218395},"labels":[],"label_agreement":null},{"id":"W1526161901","doi":"","title":"Constructs in the Mist: The Lost World of the IT Artifact","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Artifact (error); Computer science; Abstraction; Competence (human resources); Field (mathematics); Data science; Cognitive science; Epistemology; Human–computer interaction; Psychology; Artificial intelligence; Social psychology","score_opus":0.02015825991200004,"score_gpt":0.3102261970780254,"score_spread":0.29006793716602536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1526161901","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3046209,0.0001999482,0.0019370436,0.17465259,0.0175937,0.009393414,0.00030809207,0.000035498455,0.49125883],"genre_scores_gemma":[0.9969097,0.000008840389,0.000010536797,0.001437825,0.0002576733,0.000008746521,0.0000028592247,0.000001991561,0.001361851],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99659455,0.00062966126,0.0013837406,0.00002857487,0.0011791711,0.000184307],"domain_scores_gemma":[0.99406904,0.0006136042,0.004212504,0.00018635084,0.0008964342,0.000022053682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008687495,0.00007848334,0.00017889528,0.00010990175,0.0007071668,0.00034693154,0.0006854055,0.0000654436,0.000011137529],"category_scores_gemma":[0.0012658442,0.000034417535,0.00020862932,0.00073978776,0.000063219086,0.0014768438,0.000016360456,0.00018022936,0.000011983973],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007939809,0.000034841927,0.02355739,0.000067380395,0.000103227896,5.4962452e-8,0.22328447,0.0019549339,0.000042382828,0.6423511,0.10512058,0.0034042525],"study_design_scores_gemma":[0.00086020585,0.000043492077,0.036017716,0.00013525653,0.000040783925,0.0000088738625,0.12868714,0.00019435526,0.00013361814,0.0017919693,0.83200485,0.000081737955],"about_ca_topic_score_codex":0.00016489837,"about_ca_topic_score_gemma":0.00029347787,"teacher_disagreement_score":0.72688425,"about_ca_system_score_codex":0.0004644253,"about_ca_system_score_gemma":0.00024788923,"threshold_uncertainty_score":0.54390264},"labels":[],"label_agreement":null},{"id":"W1526474450","doi":"","title":"A Ten-Year Odyssey of the 'IS Productivity Paradox' - A Citation Analysis (1996-2006)","year":2007,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Western University","funders":"","keywords":"Productivity; Citation analysis; Citation; Field (mathematics); Computer science; Order (exchange); Data science; Operations research; Economics; Engineering; Library science; Mathematics; Economic growth","score_opus":0.010052900396961119,"score_gpt":0.22023917849856212,"score_spread":0.210186278101601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1526474450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9651229,0.000039391045,0.010852924,0.003703571,0.0029003548,0.0011144726,0.00006376846,0.00004416978,0.016158463],"genre_scores_gemma":[0.99881583,0.0000024018927,0.000043869644,0.00038019742,0.00030382967,0.0000066963876,0.000007823356,0.0000040127284,0.00043533428],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787104,0.000019615374,0.0011410095,0.000046058063,0.00076313707,0.00015913897],"domain_scores_gemma":[0.99120075,0.0000855608,0.0068063927,0.00020701645,0.0016934982,0.0000067654314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037474427,0.00009428709,0.00025684814,0.000489011,0.00022853652,0.00018956568,0.0003592849,0.00013060957,0.0000032609253],"category_scores_gemma":[0.0010818471,0.00005691054,0.0003537947,0.0017741855,0.000022667093,0.0035942208,0.000039910818,0.0001637431,0.000015939113],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015901595,0.00006889205,0.86792785,0.00036102842,0.0010410227,9.144962e-8,0.002286812,0.0047124317,0.00012892918,0.09932125,0.022028556,0.0019641456],"study_design_scores_gemma":[0.001351943,0.000027297227,0.87363595,0.00009904222,0.0007311941,0.000005350266,0.0050595393,0.003754213,0.001112356,0.0019583236,0.11207579,0.00018897532],"about_ca_topic_score_codex":0.00009618293,"about_ca_topic_score_gemma":0.00004195098,"teacher_disagreement_score":0.09736293,"about_ca_system_score_codex":0.00022499338,"about_ca_system_score_gemma":0.000058231344,"threshold_uncertainty_score":0.2605723},"labels":[],"label_agreement":null},{"id":"W1528779430","doi":"","title":"Producing Comfort: Risk, Anxiety and Trust in the Development of an IS Offshoring Relationship","year":2007,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Offshoring; Outsourcing; Context (archaeology); Vendor; Offshore outsourcing; Business; Extant taxon; Interdependence; Software development; Process (computing); Process management; Industrial organization; Marketing; Knowledge management; Operations management; Computer science; Software; Engineering; Political science; Geography; Law","score_opus":0.016931336019378195,"score_gpt":0.23172842687314862,"score_spread":0.21479709085377044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1528779430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98831105,0.000025918813,0.0061305356,0.00056650135,0.0006237407,0.00057018216,0.0000029436699,0.000009187587,0.0037599157],"genre_scores_gemma":[0.999089,0.0000015413366,0.0003461116,0.00016434754,0.0002780901,0.0000052250816,0.000005149126,0.0000040405307,0.00010647771],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983847,0.000033617256,0.00093423645,0.00004348189,0.00048278112,0.00012115145],"domain_scores_gemma":[0.9970252,0.00015890697,0.00238905,0.00011271437,0.0003075041,0.0000066381635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012151825,0.00006868728,0.00013901855,0.00026130799,0.00028372413,0.00023281554,0.00019295166,0.000048063932,6.3495776e-7],"category_scores_gemma":[0.00060486037,0.000042901178,0.00005852995,0.00033016122,0.000006679411,0.0016815236,0.000032562737,0.00014610351,0.0000017962872],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026323374,0.000020713956,0.9703113,0.00019504453,0.0000337907,3.7948002e-8,0.019434959,0.0038683463,0.0000042533397,0.0016419663,0.00085270556,0.003610597],"study_design_scores_gemma":[0.00069767685,0.000008385483,0.88972735,0.0001157664,0.000051156723,0.0000021049927,0.016402546,0.0080415625,0.000033629145,0.00018443093,0.084654406,0.00008100667],"about_ca_topic_score_codex":0.000065784145,"about_ca_topic_score_gemma":0.000062868145,"teacher_disagreement_score":0.0838017,"about_ca_system_score_codex":0.0001546138,"about_ca_system_score_gemma":0.000023092533,"threshold_uncertainty_score":0.42116043},"labels":[],"label_agreement":null},{"id":"W1531908099","doi":"10.17705/1jais.00233","title":"A New Design for Open and Scalable Collaboration of Independent Databases in Digitally Connected Enterprises","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science; Interoperation; Supply chain; Flexibility (engineering); Scalability; Database; Information sharing; Knowledge management; Business; Interoperability; World Wide Web","score_opus":0.01995403178683136,"score_gpt":0.2770854317570992,"score_spread":0.25713139997026785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1531908099","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0072490866,0.00003669513,0.9897696,0.00028633748,0.0011337628,0.0011959472,0.00016853628,0.000006584616,0.00015345374],"genre_scores_gemma":[0.92689896,0.00000895122,0.07259422,0.000053627762,0.000085273336,0.000049282735,0.000023038798,0.000004925821,0.00028170017],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99866956,0.00006167769,0.0008128123,0.00005732597,0.00030076198,0.000097880074],"domain_scores_gemma":[0.9961953,0.00045097125,0.0022316219,0.0001708955,0.0009103084,0.000040877676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018661637,0.00006842816,0.00022596822,0.00013366148,0.000082850296,0.00033843436,0.00039797142,0.000039767678,3.9584745e-7],"category_scores_gemma":[0.0015037145,0.000048611197,0.000040572337,0.0002510042,0.0000068911113,0.0067609535,0.000118131495,0.0000740287,4.7126903e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008930832,0.00019624287,0.070068344,0.00082609354,0.00038218996,7.244279e-7,0.015608276,0.024575291,0.008477682,0.81693256,0.052548558,0.009490976],"study_design_scores_gemma":[0.021045936,0.0011358995,0.040803563,0.001755698,0.00012162966,0.00018949433,0.009275752,0.099295735,0.02927524,0.004631332,0.7915618,0.0009079156],"about_ca_topic_score_codex":0.00008358806,"about_ca_topic_score_gemma":0.00010830079,"teacher_disagreement_score":0.9196499,"about_ca_system_score_codex":0.00011327471,"about_ca_system_score_gemma":0.00034187472,"threshold_uncertainty_score":0.4901528},"labels":[],"label_agreement":null},{"id":"W1532567208","doi":"10.17705/1jais.00090","title":"Information Systems is Not a Reference Discipline (And What We Can Do About It)","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":104,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Assertion; Field (mathematics); Citation; Information system; Computer science; Citation analysis; Test (biology); Data science; Political science; Library science; Mathematics; Law","score_opus":0.02003994573273218,"score_gpt":0.30475530756474023,"score_spread":0.2847153618320081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1532567208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31366554,0.0055239163,0.056040127,0.17849447,0.104611814,0.029485736,0.0056038573,0.0006900342,0.3058845],"genre_scores_gemma":[0.99611783,0.0005151687,0.00003956476,0.00054262823,0.0006514637,0.000060543334,0.000070049864,0.0000067724764,0.001995994],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99564666,0.00027215676,0.0022201058,0.000052545616,0.0014920692,0.0003164634],"domain_scores_gemma":[0.99127203,0.0003058097,0.0056947637,0.00016628795,0.0024716207,0.000089492125],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0052775284,0.00016000906,0.0003377276,0.00030722452,0.0010929042,0.0037688927,0.00033862394,0.00020757908,0.000008017785],"category_scores_gemma":[0.00047448144,0.00011780507,0.00015419844,0.00041888776,0.000049383158,0.016385188,0.000045228633,0.00017595764,0.000031812535],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014323322,0.000025446441,0.0036681201,0.00057110057,0.00018177649,7.341874e-8,0.21416415,0.0031145562,0.000023765379,0.6644479,0.10653647,0.0071234214],"study_design_scores_gemma":[0.00094564847,0.00004160015,0.0013829112,0.00032779633,0.000041475327,0.000008457272,0.16473877,0.0005355104,0.000031788666,0.0002839729,0.83152103,0.00014102084],"about_ca_topic_score_codex":0.0009976488,"about_ca_topic_score_gemma":0.00011574652,"teacher_disagreement_score":0.7249846,"about_ca_system_score_codex":0.001113454,"about_ca_system_score_gemma":0.0003118369,"threshold_uncertainty_score":0.99737215},"labels":[],"label_agreement":null},{"id":"W1533402223","doi":"","title":"The Role of Similarity in e-Commerce Interactions: The Case of Online Shopping Assistants","year":2005,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Similarity (geometry); Artifact (error); Personality; Personality psychology; Attribution; Psychology; Perception; Social psychology; Affect (linguistics); Computer science; Artificial intelligence; Communication; Image (mathematics)","score_opus":0.01729321943178074,"score_gpt":0.31250207023734294,"score_spread":0.2952088508055622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1533402223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92638254,0.00038651202,0.00009363868,0.0129771335,0.0031751187,0.0008350563,0.00013493763,0.00001264146,0.056002434],"genre_scores_gemma":[0.9992348,0.000043189968,0.000023220708,0.000060045422,0.00024239409,0.000004936842,0.0000012831317,0.0000023528787,0.00038776896],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99803686,0.00043106303,0.0009399928,0.000022930164,0.00044641408,0.00012274014],"domain_scores_gemma":[0.99424326,0.0021511575,0.0026579765,0.00008892315,0.00083271734,0.000025937996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006657271,0.000048107147,0.00016227832,0.000068378475,0.00042268477,0.00013514217,0.00028773714,0.00006335462,9.73263e-7],"category_scores_gemma":[0.007138419,0.000026825133,0.00015035777,0.00029337744,0.000051772615,0.00095875945,0.000023466995,0.00018013605,7.699816e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054363435,0.0006049998,0.2188589,0.00024050809,0.0007695239,0.0000014076453,0.29321986,0.007708449,0.0001559387,0.14769925,0.017000357,0.31319717],"study_design_scores_gemma":[0.000753188,0.00004133078,0.02595809,0.0003543496,0.000058199414,0.000018024268,0.28944644,0.0032095842,0.000055915876,0.001010703,0.67899376,0.000100394835],"about_ca_topic_score_codex":0.000441525,"about_ca_topic_score_gemma":0.002965316,"teacher_disagreement_score":0.66199344,"about_ca_system_score_codex":0.00048733564,"about_ca_system_score_gemma":0.00017950159,"threshold_uncertainty_score":0.85458696},"labels":[],"label_agreement":null},{"id":"W1537299921","doi":"","title":"A 'uses and gratifications' approach to understanding the role of wiki technology in enhancing teaching and learning outcomes","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science; Gratification; Popularity; Context (archaeology); Knowledge management; Set (abstract data type); Educational technology; Mathematics education; Psychology","score_opus":0.015242681355127734,"score_gpt":0.2921717848947344,"score_spread":0.27692910353960665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1537299921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88398975,0.00047356752,0.029556291,0.051115245,0.0011787504,0.002072949,0.000008110261,0.000044101227,0.03156123],"genre_scores_gemma":[0.9992274,0.0000109472685,0.00040478905,0.000093504634,0.00004415277,0.000010612456,6.9550435e-7,0.0000016005212,0.00020632047],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99880904,0.00029034563,0.0004883067,0.000034029556,0.00029197882,0.00008631172],"domain_scores_gemma":[0.9982585,0.0003605069,0.0010495578,0.000053458127,0.0002557094,0.000022290005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004559577,0.000043898763,0.00012661981,0.00024871726,0.00063966267,0.00018305963,0.00012442231,0.000069391324,1.4457333e-7],"category_scores_gemma":[0.0033893383,0.000028965724,0.000027035749,0.00040528347,0.000022402255,0.00069240364,0.000009947168,0.00018980962,2.4859006e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000102596005,0.000027642667,0.078397945,0.000015032934,0.00002428632,3.5200902e-9,0.15618199,0.0019967572,0.0002608909,0.7588061,0.00015132298,0.0041277534],"study_design_scores_gemma":[0.000483153,0.0000723022,0.0489559,0.00012056672,0.0000328622,0.0000031582267,0.87600255,0.0015172168,0.00013591614,0.015868431,0.056700576,0.000107357395],"about_ca_topic_score_codex":0.000072676085,"about_ca_topic_score_gemma":0.00006856484,"teacher_disagreement_score":0.7429377,"about_ca_system_score_codex":0.00040934596,"about_ca_system_score_gemma":0.000110800414,"threshold_uncertainty_score":0.4919833},"labels":[],"label_agreement":null},{"id":"W1537721496","doi":"","title":"The Land and Water Integration Decision Support System","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Decision support system; Water quality; Watershed; Land use; Environmental science; Scale (ratio); Agriculture; Computer science; Nonpoint source pollution; Environmental resource management; Land management; Environmental planning; Water resource management; Engineering; Civil engineering; Geography; Data mining","score_opus":0.007755759771188511,"score_gpt":0.20270494894834445,"score_spread":0.19494918917715595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1537721496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.961838,0.000051644587,0.010957349,0.0034990408,0.0041829622,0.000986225,0.000011266511,0.000027935095,0.01844554],"genre_scores_gemma":[0.9987868,0.00003411278,0.0000361993,0.00008075381,0.000049514692,0.000009245234,0.0000019185582,0.0000018250561,0.0009996158],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990712,0.000055701847,0.00042459887,0.000028408724,0.00031809587,0.000101999],"domain_scores_gemma":[0.9991604,0.00012813866,0.0005581124,0.000066636196,0.00006848423,0.000018204006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017144913,0.000050239272,0.00009572111,0.0000272999,0.00066731835,0.00006256332,0.00012616898,0.00004442486,0.0000020596642],"category_scores_gemma":[0.00013133297,0.000020769243,0.00005430713,0.000048629492,0.00002985429,0.0006956183,0.00005925022,0.000063586565,0.000052446674],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025435098,0.000022365772,0.8032233,0.00006000626,0.00026066584,0.0000010127768,0.010982216,0.012614634,0.00011784086,0.0018689975,0.1658058,0.0047888197],"study_design_scores_gemma":[0.0019130714,0.0001891906,0.24722184,0.000066836816,0.00010029679,0.00017313666,0.002470788,0.0070669143,0.00057136733,0.00030814103,0.7397594,0.00015902282],"about_ca_topic_score_codex":0.000013444807,"about_ca_topic_score_gemma":0.000005916404,"teacher_disagreement_score":0.57395357,"about_ca_system_score_codex":0.00025352274,"about_ca_system_score_gemma":0.000004215523,"threshold_uncertainty_score":0.51325405},"labels":[],"label_agreement":null},{"id":"W1538379708","doi":"","title":"A Model of Individual Coping with Information Technology Challenges to Identity","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Social Power and Status Dynamics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Identity (music); Extant taxon; Coping (psychology); Distancing; Social psychology; Ambivalence; Social identity theory; Psychology; Social identity approach; Identity formation; Catharsis; Sociology; Social group; Self-concept; Psychotherapist; Psychoanalysis; Aesthetics; Coronavirus disease 2019 (COVID-19)","score_opus":0.027049760278054075,"score_gpt":0.2984586308310795,"score_spread":0.2714088705530254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1538379708","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39151353,0.0005054052,0.42081207,0.077821754,0.006946866,0.006193242,0.00052374706,0.00024300163,0.095440365],"genre_scores_gemma":[0.99890107,0.00004890137,0.0005928247,0.00030276753,0.00007515882,0.0000066295415,0.0000030680358,0.0000019127804,0.000067677625],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99812174,0.000063863605,0.0006634099,0.000024928691,0.0009721479,0.00015389094],"domain_scores_gemma":[0.99623203,0.000080245605,0.0020029296,0.00007742281,0.0015621618,0.000045192308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025226336,0.000060550505,0.00019669259,0.00030562567,0.0002765239,0.00017025205,0.00037140175,0.00014449273,3.0212593e-7],"category_scores_gemma":[0.0010545325,0.00004502733,0.00008616546,0.0004554818,0.000021492579,0.0035798883,0.000018587805,0.00011511269,0.0000027032968],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010726091,0.000040671872,0.004634982,0.00008361126,0.000167296,3.4672198e-8,0.1823717,0.03295353,0.000016999424,0.76721144,0.0043499833,0.008062509],"study_design_scores_gemma":[0.009437738,0.0023861863,0.058715858,0.0012081141,0.0006762279,0.000022111992,0.45653874,0.017734796,0.00025551577,0.079804,0.37193546,0.0012852688],"about_ca_topic_score_codex":0.000024544284,"about_ca_topic_score_gemma":0.00006894762,"teacher_disagreement_score":0.68740743,"about_ca_system_score_codex":0.00046050697,"about_ca_system_score_gemma":0.00027892555,"threshold_uncertainty_score":0.25953326},"labels":[],"label_agreement":null},{"id":"W1540854242","doi":"","title":"An Extended Model of IT Governance: A Conceptual Proposal","year":2007,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Corporate governance; Confusion; Extension (predicate logic); Subject (documents); Information governance; Work (physics); Project governance; Computer science; Conceptual model; Disjoint sets; Conceptual framework; Management science; Political science; Process management; Knowledge management; Business; Sociology; Information system; Engineering; Mathematics; Psychology; Management information systems; Social science","score_opus":0.013476805634768033,"score_gpt":0.23793072015619207,"score_spread":0.22445391452142405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1540854242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80626076,0.000082222796,0.090414666,0.0039972193,0.005821489,0.0021627697,0.00015921891,0.00014038746,0.090961285],"genre_scores_gemma":[0.99849904,0.0000034890716,0.00014957302,0.0005493878,0.000345453,0.0000049336954,0.000008111029,0.000004919162,0.00043510276],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979791,0.0000076428905,0.0011666793,0.000033639197,0.0006495719,0.00016333416],"domain_scores_gemma":[0.99222857,0.00003907768,0.005998863,0.00012898126,0.0015953939,0.000009129032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023642876,0.00008741494,0.00020976308,0.00014314718,0.00013070792,0.00013262975,0.0003609203,0.00014408966,0.000003173636],"category_scores_gemma":[0.00035760296,0.00006156452,0.0001409836,0.0002663826,0.000029567684,0.0062448536,0.000024013309,0.000142426,0.000014143144],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019242047,0.0000475356,0.005287138,0.00020264834,0.00008902941,1.1963566e-7,0.002162087,0.01622989,0.00044017445,0.95894647,0.014556165,0.0018463122],"study_design_scores_gemma":[0.011462286,0.0003923671,0.040096052,0.00060285244,0.00040513097,0.000041684198,0.06407079,0.40460813,0.005028593,0.020191008,0.45213073,0.0009703786],"about_ca_topic_score_codex":0.00004292838,"about_ca_topic_score_gemma":0.000015545917,"teacher_disagreement_score":0.93875545,"about_ca_system_score_codex":0.00022093016,"about_ca_system_score_gemma":0.00011863623,"threshold_uncertainty_score":0.4527368},"labels":[],"label_agreement":null},{"id":"W1543098829","doi":"10.17705/1jais.00258","title":"An Organizational Culture-Based Theory of Clinical Information Systems Implementation in Hospitals","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; HEC Montréal","funders":"","keywords":"Conceptualization; Dominance (genetics); Organizational culture; Perspective (graphical); Autonomy; Consistency (knowledge bases); Knowledge management; Information system; Computer science; Management; Artificial intelligence","score_opus":0.053054514675358905,"score_gpt":0.43915860058626255,"score_spread":0.3861040859109036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1543098829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83821833,0.00054285384,0.07760275,0.000767968,0.03995577,0.018009856,0.0010692293,0.00017115292,0.023662083],"genre_scores_gemma":[0.998628,0.000020171823,0.00022954971,0.00028105918,0.00043560026,0.00013456758,0.000107373315,0.000014143094,0.00014951607],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98976034,0.0025763472,0.006199379,0.00007604721,0.0010015686,0.0003863017],"domain_scores_gemma":[0.980663,0.000929053,0.013928236,0.00027011335,0.0040865843,0.00012302375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021380164,0.00015936456,0.00064796914,0.0004367608,0.00031028522,0.000052078405,0.00044789643,0.0004321021,0.000021651162],"category_scores_gemma":[0.0025760625,0.000113065675,0.00019733368,0.000594273,0.000020594343,0.003430208,0.000024701296,0.0005594117,0.00003980649],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003270463,0.00008895309,0.9011734,0.0010943895,0.00013870612,7.255756e-8,0.022899628,0.0013062276,0.000019975058,0.06550086,0.0065604853,0.0008902495],"study_design_scores_gemma":[0.015845338,0.0018944927,0.72158116,0.0017509521,0.0002197171,0.00001372014,0.108190216,0.009818225,0.00022263025,0.0014288481,0.13848369,0.0005510147],"about_ca_topic_score_codex":0.00032696273,"about_ca_topic_score_gemma":0.000047489095,"teacher_disagreement_score":0.17959225,"about_ca_system_score_codex":0.0014851645,"about_ca_system_score_gemma":0.001981059,"threshold_uncertainty_score":0.740998},"labels":[],"label_agreement":null},{"id":"W1543243296","doi":"","title":"The Knowledge Factory: Innovation and IT Investment in Manufacturing","year":2007,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Investment (military); Industrial organization; Productivity; Production (economics); Value proposition; Dual (grammatical number); Factory (object-oriented programming); Value (mathematics); Order (exchange); Process (computing); Business; Value capture; Knowledge management; Structural equation modeling; Value creation; Computer science; Marketing; Economics; Microeconomics","score_opus":0.019748294727935496,"score_gpt":0.22377308811372593,"score_spread":0.20402479338579044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1543243296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95742375,0.000027143005,0.00027875116,0.0004636846,0.0015856331,0.00029561287,0.0000016229732,0.0000061535025,0.03991768],"genre_scores_gemma":[0.9987835,0.0000033401402,0.000005522747,0.0005364834,0.00030046474,0.00000293147,0.0000040060418,0.0000031764123,0.00036053944],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900067,0.000001624479,0.0007157683,0.000023373648,0.0001449254,0.000113650276],"domain_scores_gemma":[0.9978181,0.0001169282,0.001733593,0.000050247105,0.00027613787,0.0000050090202],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030041782,0.000054807464,0.00009555607,0.00022071856,0.00016115267,0.00089866214,0.00011518664,0.000045048266,3.3224802e-7],"category_scores_gemma":[0.00031673457,0.000032083342,0.000038954127,0.00017268218,0.000006504393,0.0058894046,0.000035062596,0.000078406185,0.000011636801],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016447493,0.000066412395,0.08392401,0.00040205443,0.00018229186,2.0135204e-7,0.002107888,0.0030156472,0.00003159028,0.85191923,0.03373398,0.02445223],"study_design_scores_gemma":[0.0009800047,0.000009083506,0.06491323,0.000070986716,0.000012891925,0.0000021589403,0.0048529347,0.0018722721,0.000060849,0.0055382764,0.9215986,0.00008868468],"about_ca_topic_score_codex":0.000018659546,"about_ca_topic_score_gemma":0.000059928545,"teacher_disagreement_score":0.88786465,"about_ca_system_score_codex":0.00029796083,"about_ca_system_score_gemma":0.000018336628,"threshold_uncertainty_score":0.8665819},"labels":[],"label_agreement":null},{"id":"W1544078091","doi":"","title":"In-house development as an alternative for ERP adoption by SMEs: A critical case study","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Computer science; Business; Process management","score_opus":0.03326582309426971,"score_gpt":0.3395306550375891,"score_spread":0.3062648319433194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1544078091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836977,0.000019113428,0.007552981,0.0019921036,0.002869793,0.0028536294,0.000026131594,0.00004594022,0.000942603],"genre_scores_gemma":[0.9978167,6.131342e-7,0.00009595614,0.0013133389,0.0005503039,0.00005181105,0.000011563822,0.0000098065675,0.00014991776],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979418,0.000054694498,0.001217883,0.00006399541,0.0005352634,0.00018637822],"domain_scores_gemma":[0.9965921,0.00015208403,0.002033888,0.00009161257,0.0011077999,0.000022527713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028436803,0.00011660793,0.00023097885,0.00031361726,0.00025868634,0.0006598689,0.00017847039,0.000059663493,0.0000040564337],"category_scores_gemma":[0.000997562,0.00008635701,0.00009647605,0.00023968068,0.0000043721016,0.006549347,0.000014557392,0.000094163646,0.00001934601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024203237,0.0052741156,0.19704549,0.0020197835,0.001554467,0.00006437427,0.1468529,0.00983566,0.0006589692,0.13472196,0.47089553,0.028656434],"study_design_scores_gemma":[0.018530484,0.0012144903,0.028453894,0.0004167177,0.00032328602,0.00047016595,0.22827066,0.018122567,0.00021865896,0.0017208861,0.7014328,0.0008253483],"about_ca_topic_score_codex":0.00020721115,"about_ca_topic_score_gemma":0.000053003863,"teacher_disagreement_score":0.23053731,"about_ca_system_score_codex":0.0005637313,"about_ca_system_score_gemma":0.000073973344,"threshold_uncertainty_score":0.6363131},"labels":[],"label_agreement":null},{"id":"W1544802895","doi":"","title":"Structural Equation Models in IS Theory and Measurement","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Cognitive Science and Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Structural equation modeling; Computer science","score_opus":0.04591791378015322,"score_gpt":0.25484483782201645,"score_spread":0.20892692404186322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1544802895","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045212414,0.00015914933,0.9458436,0.0037171245,0.0013756986,0.0005609428,0.000004559198,0.000014802375,0.003111758],"genre_scores_gemma":[0.9991785,0.0000057208285,0.00024901488,0.00048443556,0.000035657187,0.000001993291,2.250345e-7,5.742089e-7,0.00004386952],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99874943,0.00009373862,0.0004255718,0.000035397028,0.0006056911,0.00009019206],"domain_scores_gemma":[0.9981673,0.00008445112,0.00089494715,0.00006701119,0.0007649538,0.000021385391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004866875,0.000043170483,0.0000913536,0.00013843589,0.00009469603,0.00025052196,0.00022648995,0.00003170049,1.4777666e-7],"category_scores_gemma":[0.00045247359,0.000028755476,0.000048508522,0.00021103564,0.0000038690537,0.0036291915,0.000019461611,0.00006235748,9.501079e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005369694,0.000019001194,0.0042774226,0.000046012356,0.000053109885,1.4535857e-7,0.03432925,0.020596864,0.0004982501,0.8574826,0.002054069,0.08058955],"study_design_scores_gemma":[0.0019451181,0.00016729803,0.07074115,0.00026381994,0.000020688312,0.000025591646,0.002134612,0.74516606,0.0005311539,0.17409799,0.0047098524,0.00019665412],"about_ca_topic_score_codex":0.0000028655934,"about_ca_topic_score_gemma":7.6182926e-7,"teacher_disagreement_score":0.9539661,"about_ca_system_score_codex":0.0003192912,"about_ca_system_score_gemma":0.00006895511,"threshold_uncertainty_score":0.26310763},"labels":[],"label_agreement":null},{"id":"W1546030575","doi":"","title":"EXPLORING THE ROLE OF INFORMATION SYSTEMS RESOURCES IN DYNAMIC ENVIRONMENTS","year":2001,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Affect (linguistics); Knowledge management; Information system; Computer science; Phase (matter); Business; Engineering; Psychology","score_opus":0.037894269263148865,"score_gpt":0.23266053624287358,"score_spread":0.1947662669797247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1546030575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96657157,0.00039351752,0.005831986,0.0012554437,0.007468483,0.0017664126,0.000057417972,0.00003132626,0.01662385],"genre_scores_gemma":[0.99939746,0.000062590574,0.0000060057796,0.00008106775,0.00025208772,0.00002978606,0.000018080626,0.000004501441,0.0001484098],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99797493,0.000028810337,0.0011485236,0.000033285516,0.00066814746,0.000146327],"domain_scores_gemma":[0.99586004,0.0001038392,0.0035166948,0.00015793357,0.00035474834,0.0000067275973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020372919,0.00009270792,0.00019371336,0.00033539135,0.00014684907,0.00043712466,0.00044557516,0.00005776508,0.0000019602921],"category_scores_gemma":[0.00046623516,0.000056206605,0.000098620556,0.00049156445,0.000014187347,0.010583335,0.000068076835,0.0001307787,0.000039982988],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006546372,0.00020741529,0.53999096,0.0017916256,0.00048031696,5.39685e-7,0.011930886,0.33151627,0.00065644813,0.054975644,0.0071558645,0.050639376],"study_design_scores_gemma":[0.00041105118,0.00000826994,0.05467627,0.00023669863,0.000037097627,0.0000070389115,0.007044751,0.025976816,0.000034885623,0.00012696072,0.9113541,0.00008603749],"about_ca_topic_score_codex":0.00023620369,"about_ca_topic_score_gemma":0.000011624198,"teacher_disagreement_score":0.9041983,"about_ca_system_score_codex":0.0002634227,"about_ca_system_score_gemma":0.00001782336,"threshold_uncertainty_score":0.7672662},"labels":[],"label_agreement":null},{"id":"W1547450116","doi":"10.17705/1jais.00048","title":"Knowledge-based Support in a Group Decision Making Context: An Expert-Novice Comparison","year":2004,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Persuasion; Knowledge management; Decision support system; Computer science; Context (archaeology); Cognition; Expert system; Domain knowledge; Group decision-making; Psychology; Social psychology; Artificial intelligence","score_opus":0.027521234254026843,"score_gpt":0.35666203785688977,"score_spread":0.3291408036028629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1547450116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91441,0.00035320103,0.06423051,0.0007109601,0.011352219,0.0012333866,0.000074359144,0.00004271728,0.007592678],"genre_scores_gemma":[0.99904305,0.0000021460198,0.000292761,0.00033006287,0.00020454725,0.000025886022,0.000013907493,0.000008893595,0.00007875231],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979812,0.00011105539,0.0012626022,0.00006054413,0.00038794178,0.00019668332],"domain_scores_gemma":[0.996708,0.00024794423,0.0023293912,0.00017831239,0.00049134484,0.00004501782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024105697,0.00010548115,0.0002817045,0.0002859147,0.00012942392,0.00014815267,0.00031814395,0.00016271623,0.0000096196045],"category_scores_gemma":[0.00018319808,0.00007830144,0.00014587001,0.00028082947,0.000009066987,0.0010729656,0.000015917032,0.00022242701,0.000044512813],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026834565,0.0016469843,0.45607707,0.00030330603,0.00039185488,0.0000028003985,0.18283707,0.14527628,0.00011885456,0.08114879,0.0271015,0.102412045],"study_design_scores_gemma":[0.020409122,0.001424132,0.3514189,0.001355834,0.000075989105,0.00009584864,0.029269498,0.07213265,0.000049263228,0.00079224096,0.5223649,0.0006116003],"about_ca_topic_score_codex":0.000072170944,"about_ca_topic_score_gemma":0.00023382962,"teacher_disagreement_score":0.49526343,"about_ca_system_score_codex":0.0009976905,"about_ca_system_score_gemma":0.00012580115,"threshold_uncertainty_score":0.31930402},"labels":[],"label_agreement":null},{"id":"W1547749156","doi":"10.17705/1jais.00059","title":"Inhibitors and Enablers as Dual Factor Concepts in Technology Usage","year":2004,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":381,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Antecedent (behavioral psychology); Perception; Dual (grammatical number); Knowledge management; Psychology; Business; Social psychology; Computer science","score_opus":0.038448594148786694,"score_gpt":0.3427367436564776,"score_spread":0.3042881495076909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1547749156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99273235,0.00005054293,0.00051651325,0.0041397335,0.001608025,0.00033145398,0.000022274766,0.000023160877,0.000575945],"genre_scores_gemma":[0.99919903,0.000008804541,0.00008159779,0.00014180712,0.000045734698,0.0000085563515,7.6982957e-7,0.000003304617,0.0005103819],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99752015,0.000082986546,0.0012799827,0.000070732516,0.0008861456,0.00016001692],"domain_scores_gemma":[0.9962299,0.00026866037,0.002500521,0.00016020951,0.0007975963,0.00004311354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029251194,0.00008641573,0.00026034552,0.00085026934,0.00013919837,0.00022730404,0.00035133105,0.00028276278,0.0000045430215],"category_scores_gemma":[0.004670883,0.000055117183,0.00010439141,0.00082489144,0.000046235295,0.0015130594,0.000059393366,0.00027036556,0.00003890069],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007774781,0.00007085098,0.93133867,0.000018433911,0.00006982096,0.0000024304616,0.008023979,0.004377064,0.0007092939,0.045778062,0.0045344615,0.0049991845],"study_design_scores_gemma":[0.011381772,0.00054241857,0.5584898,0.00031707386,0.000058016096,0.00044774057,0.050342225,0.00028587817,0.005494891,0.033183165,0.33897078,0.0004862438],"about_ca_topic_score_codex":0.000016985592,"about_ca_topic_score_gemma":0.00001293688,"teacher_disagreement_score":0.37284887,"about_ca_system_score_codex":0.00050587265,"about_ca_system_score_gemma":0.00014934126,"threshold_uncertainty_score":0.55918205},"labels":[],"label_agreement":null},{"id":"W1551186633","doi":"","title":"Empirical study on Communities of Practice and E-commerce: influence of community of practice on pricing on eBay","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); E-commerce; Empirical research; Business; Empirical evidence; Marketing; Advertising; Commerce; World Wide Web; Computer science","score_opus":0.029200628986152853,"score_gpt":0.281807343380107,"score_spread":0.25260671439395416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1551186633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97382575,0.0000033700915,0.000019414318,0.0003623843,0.00018625284,0.0003260302,0.000009596002,0.0000040635973,0.025263142],"genre_scores_gemma":[0.99922013,0.000002244746,0.000014246123,0.0006531609,0.00006737242,0.0000027414153,0.0000060214684,0.0000046635723,0.000029445988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984086,0.000048911053,0.0010459526,0.00001911323,0.00040080192,0.000076579934],"domain_scores_gemma":[0.9904212,0.0017400342,0.006514744,0.00016331063,0.0011550287,0.000005691873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036963914,0.00008126151,0.00027618252,0.00021851996,0.00016411896,0.00021872502,0.00021616746,0.000052621206,3.1241385e-7],"category_scores_gemma":[0.0021512997,0.000057674904,0.00007441058,0.00016602462,0.00001881638,0.0068108067,0.00005990033,0.00023382313,0.0000027620547],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028284283,0.00412255,0.52294046,0.0017371635,0.001021964,3.0117596e-7,0.034238014,0.32566363,0.00011122041,0.093559705,0.012130067,0.0016465106],"study_design_scores_gemma":[0.0034289495,0.001075032,0.72472095,0.00076306396,0.00028682416,0.000007936122,0.22757079,0.0013586534,0.00014034519,0.0008636361,0.039574597,0.00020920926],"about_ca_topic_score_codex":0.0008785429,"about_ca_topic_score_gemma":0.00002351594,"teacher_disagreement_score":0.32430497,"about_ca_system_score_codex":0.00012695424,"about_ca_system_score_gemma":0.000021702219,"threshold_uncertainty_score":0.49376705},"labels":[],"label_agreement":null},{"id":"W1553788194","doi":"","title":"The influence of product type on online trust","year":2004,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Structural equation modeling; Product (mathematics); Product type; Usability; Empirical research; Business; Marketing; Advertising; Computer science; Human–computer interaction; Mathematics","score_opus":0.051475615823976514,"score_gpt":0.3490435216151544,"score_spread":0.29756790579117787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1553788194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99282295,0.000034719404,0.00016143688,0.004521464,0.0018141873,0.0002994309,0.000031161922,0.000011241372,0.0003034333],"genre_scores_gemma":[0.9988279,0.000013202016,0.00006731958,0.00014135598,0.00007620172,0.0000030008227,0.0000012851017,0.0000026175355,0.0008671694],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9971303,0.000093440845,0.0013380393,0.000046606325,0.0012845952,0.00010703644],"domain_scores_gemma":[0.9920289,0.000460144,0.0042548957,0.00030314826,0.002926908,0.000025995196],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0049105315,0.00006496764,0.00018621983,0.0001981738,0.00023701094,0.00015697052,0.0007579381,0.000086400556,0.000001020989],"category_scores_gemma":[0.010567901,0.00003063484,0.00014655024,0.0006252785,0.000032553064,0.0008105121,0.000032968695,0.00019440234,0.000034520075],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007673256,0.00032247105,0.376106,0.000041673695,0.0002677597,3.9237145e-7,0.0053479737,0.43631306,0.00095324294,0.12908813,0.039313093,0.011478879],"study_design_scores_gemma":[0.0014749032,0.00035549444,0.71055156,0.00010300769,0.000036146157,0.00002703246,0.002912553,0.00016937642,0.00076544384,0.0040318742,0.2794759,0.00009666962],"about_ca_topic_score_codex":0.000006536618,"about_ca_topic_score_gemma":0.0000048999564,"teacher_disagreement_score":0.4361437,"about_ca_system_score_codex":0.00027183304,"about_ca_system_score_gemma":0.00016856122,"threshold_uncertainty_score":0.9977665},"labels":[],"label_agreement":null},{"id":"W1554719517","doi":"","title":"Skills in the MIS Job Market","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Job market; Quarter (Canadian coin); Job analysis; Sample (material); Business; Marketing; Computer science; Job satisfaction; Engineering; Management; Economics; Work (physics)","score_opus":0.005513835873957081,"score_gpt":0.22943181901681883,"score_spread":0.22391798314286177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1554719517","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043966986,0.00039501316,0.3057774,0.09274255,0.03780442,0.007202191,0.000051224248,0.0001868486,0.51187336],"genre_scores_gemma":[0.9941231,0.000006783479,0.0006701083,0.0028182238,0.00017051329,0.000024855526,0.0000023300236,0.0000018215371,0.002182284],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99740434,0.00020974987,0.0012582486,0.00004087053,0.0009169633,0.00016982797],"domain_scores_gemma":[0.99631363,0.00020641786,0.002347734,0.00023625474,0.00086109724,0.000034874996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053390134,0.000089445,0.00017278019,0.00023352716,0.0001848745,0.0006285969,0.0010309457,0.0000757834,0.0000022797385],"category_scores_gemma":[0.0005037298,0.00004951882,0.00015009953,0.0006349584,0.000004125815,0.0027408274,0.000015788943,0.00014956517,0.00003045734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016768114,0.00012679963,0.015515178,0.00007468079,0.00007556381,3.282212e-7,0.071364135,0.0019888405,0.0000096103795,0.15458891,0.74556774,0.010671466],"study_design_scores_gemma":[0.0010347632,0.0000570223,0.18608074,0.000110575216,0.000008967531,0.000098771336,0.004666489,0.0037773466,0.000033979337,0.0004307167,0.80356336,0.00013726024],"about_ca_topic_score_codex":0.0000037045631,"about_ca_topic_score_gemma":9.267602e-7,"teacher_disagreement_score":0.9501561,"about_ca_system_score_codex":0.0005345239,"about_ca_system_score_gemma":0.0002026302,"threshold_uncertainty_score":0.6061575},"labels":[],"label_agreement":null},{"id":"W1555754760","doi":"","title":"Should Institutional Trust Matt er in Information Systems Research","year":2005,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Data science; Computer security; Knowledge management","score_opus":0.1777136709824729,"score_gpt":0.4212211774624891,"score_spread":0.2435075064800162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1555754760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.873956,0.00042494424,0.02803239,0.02904374,0.019998709,0.004631879,0.0004909028,0.0001755818,0.043245826],"genre_scores_gemma":[0.9970903,0.0000106176085,0.00013889375,0.00025231505,0.00027472456,0.000049436272,0.000011577344,0.0000046020277,0.0021675252],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.992509,0.00045991514,0.0029120613,0.000085230524,0.0037109344,0.0003228748],"domain_scores_gemma":[0.99106574,0.00078181946,0.0033375558,0.00034650243,0.004388128,0.00008027598],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.022889236,0.00012714931,0.00035787412,0.0018186187,0.00044433324,0.0010380031,0.0010575581,0.00037968127,0.000013816469],"category_scores_gemma":[0.007348705,0.00008275739,0.00021573274,0.0015581881,0.000055878354,0.008039291,0.00009908869,0.0006795946,0.000494445],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022695899,0.00014438402,0.34472412,0.00007335454,0.00009432939,6.3345806e-7,0.005875804,0.1429413,0.000051040595,0.2596944,0.23619486,0.009978785],"study_design_scores_gemma":[0.0014912096,0.000048852144,0.10028859,0.000089874506,0.000011856495,0.00005986833,0.005485224,0.011179827,0.000036327663,0.00054187456,0.880655,0.00011148156],"about_ca_topic_score_codex":0.000039311133,"about_ca_topic_score_gemma":0.00001820648,"teacher_disagreement_score":0.64446014,"about_ca_system_score_codex":0.0018057771,"about_ca_system_score_gemma":0.00037571363,"threshold_uncertainty_score":0.999999},"labels":[],"label_agreement":null},{"id":"W1556387471","doi":"","title":"Tradable Reputation and Online Economic Efficiency: A Field Experiment in Second Life","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Reputation; Anonymity; Avatar; Computer science; Field (mathematics); Reputation system; Game theory; Function (biology); Mechanism (biology); Internet privacy; Computer security; Human–computer interaction; Microeconomics; Economics","score_opus":0.017171471303895538,"score_gpt":0.29015526942670933,"score_spread":0.2729837981228138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1556387471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9735142,0.0004146013,0.0019243933,0.012117638,0.0030039214,0.001218045,0.000062904335,0.000026049143,0.0077182613],"genre_scores_gemma":[0.99916434,0.00004454964,0.000073800664,0.00030936077,0.00023317157,0.0000053348085,0.000005134125,0.0000014244005,0.0001628593],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890065,0.00011684222,0.00057642313,0.000038975028,0.0002569118,0.000110171946],"domain_scores_gemma":[0.99849916,0.00014843841,0.001094927,0.00006997173,0.00014300262,0.00004451117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022690045,0.000047521404,0.00012973693,0.00012456346,0.00021539476,0.00019756988,0.00016539723,0.000089909794,0.0000040105383],"category_scores_gemma":[0.0014091742,0.00003813896,0.00005437163,0.000107548134,0.000007660341,0.0016431387,0.000013535878,0.000099934485,0.0000021791905],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012957306,0.00095928693,0.071804695,0.00047822244,0.00037697755,0.0000012133979,0.49647596,0.020872941,0.0013317764,0.16885146,0.18888697,0.04866474],"study_design_scores_gemma":[0.0066236197,0.0010111129,0.070146024,0.00031801313,0.00006122032,0.000020117284,0.06888259,0.018350009,0.0016464596,0.010545546,0.8218749,0.0005203948],"about_ca_topic_score_codex":0.00022924498,"about_ca_topic_score_gemma":0.00019126185,"teacher_disagreement_score":0.6329879,"about_ca_system_score_codex":0.0006264629,"about_ca_system_score_gemma":0.0001917003,"threshold_uncertainty_score":0.1905171},"labels":[],"label_agreement":null},{"id":"W1558577848","doi":"","title":"Toward a Theory of Socialization in Open Source Software Communities: A Symbolic Interactionist Perspective","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Socialization; Symbolic interactionism; Normative; Perspective (graphical); Meaning (existential); Sociology; Social psychology; Process (computing); Psychology; Epistemology; Computer science","score_opus":0.06411213692674178,"score_gpt":0.32226496593215037,"score_spread":0.2581528290054086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1558577848","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35092932,0.00051489373,0.10690946,0.00575525,0.011617779,0.0077321976,0.000105363375,0.00014099227,0.5162947],"genre_scores_gemma":[0.9962093,0.00003732542,0.000048112855,0.000059520404,0.00014833137,0.000018142828,0.0000040585523,0.0000046075434,0.0034705694],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982567,0.0004902397,0.0006672767,0.000026814352,0.00044319697,0.00011576855],"domain_scores_gemma":[0.9960552,0.0004282734,0.002087885,0.00007894906,0.0013269776,0.000022718545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039074766,0.00005751396,0.00021630384,0.00021230831,0.000595384,0.00024357288,0.0005398961,0.000075398624,0.0000071779004],"category_scores_gemma":[0.0018483775,0.00004757288,0.0001269848,0.00037018023,0.0000461812,0.0020521744,0.00008844246,0.00013151395,0.0000043205064],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009012754,0.000057962,0.081641525,0.00007229234,0.00014262121,8.678732e-8,0.7459263,0.0016421743,0.0000017063138,0.16557315,0.004321112,0.00053095166],"study_design_scores_gemma":[0.0016025157,0.000055266064,0.017677564,0.00032164596,0.000053984146,0.0000043651835,0.8155299,0.0006823227,0.000016457037,0.0042426926,0.15967424,0.00013904071],"about_ca_topic_score_codex":0.0014538841,"about_ca_topic_score_gemma":0.0003913981,"teacher_disagreement_score":0.64528,"about_ca_system_score_codex":0.0013384513,"about_ca_system_score_gemma":0.00024334865,"threshold_uncertainty_score":0.45792726},"labels":[],"label_agreement":null},{"id":"W1558645066","doi":"","title":"Knowledge Acquisition and Integration in Virtual Teams - A Practice-based Perspective","year":2005,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Knowledge management; Construct (python library); Context (archaeology); Knowledge integration; Process (computing); Computer science; Perspective (graphical); Knowledge acquisition; Knowledge sharing; Generalizability theory; Knowledge value chain; Knowledge engineering; Organizational learning; Psychology; Artificial intelligence","score_opus":0.010113245610776395,"score_gpt":0.3114993736685497,"score_spread":0.3013861280577733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1558645066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81509656,0.0013075854,0.052840088,0.017905217,0.011226773,0.0030036534,0.00019525818,0.0000675503,0.098357335],"genre_scores_gemma":[0.9986097,0.000008143354,0.00012583715,0.00025725897,0.00029322456,0.00002392132,0.0000068564555,0.0000047433205,0.0006702949],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988168,0.00016542203,0.0006290477,0.000045147757,0.00023181163,0.00011175988],"domain_scores_gemma":[0.9970381,0.0003247664,0.0016401443,0.00008281102,0.00088669854,0.00002743513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021741723,0.00007402538,0.00014521235,0.00022761335,0.00009245316,0.000118537326,0.00010374659,0.000097728145,0.000004575381],"category_scores_gemma":[0.0003971239,0.000053687585,0.00006768481,0.00019836957,0.000010232137,0.0016027304,0.000009637703,0.00019232108,0.000023074312],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030291518,0.0010826888,0.05047265,0.000124005,0.0005238717,6.7996774e-7,0.19877896,0.0432779,0.00030936173,0.6146223,0.031205218,0.056573242],"study_design_scores_gemma":[0.016911428,0.0021448852,0.18080004,0.0006904861,0.00023492082,0.00018575897,0.1285896,0.2615054,0.00013812791,0.000574596,0.4076409,0.00058387907],"about_ca_topic_score_codex":0.000050967097,"about_ca_topic_score_gemma":0.000032009764,"teacher_disagreement_score":0.6140477,"about_ca_system_score_codex":0.0012040562,"about_ca_system_score_gemma":0.00008624056,"threshold_uncertainty_score":0.3148565},"labels":[],"label_agreement":null},{"id":"W1558825671","doi":"","title":"Criteria for Evaluating Authentication Systems.","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"User Authentication and Security Systems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Authentication (law); Computer security; Context (archaeology); Multi-factor authentication; Computer science; Component (thermodynamics); Identity (music); Identity theft; Information security; Chip Authentication Program; Generic Bootstrapping Architecture; Internet privacy; Business; Authentication protocol","score_opus":0.03664996548645132,"score_gpt":0.3281147831962058,"score_spread":0.29146481770975446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1558825671","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016126089,0.00026390958,0.95744044,0.007270679,0.013939131,0.0034169187,0.00006561854,0.00011508281,0.0013621498],"genre_scores_gemma":[0.9973136,0.0000029555829,0.0011834588,0.00024080383,0.00029214297,0.000053393855,0.000009272778,0.0000045985876,0.00089974486],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997228,0.0002205328,0.0014328957,0.00008269166,0.0008335323,0.00020231401],"domain_scores_gemma":[0.9930326,0.00033475526,0.0036614067,0.00033087772,0.0025761102,0.00006425526],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0056250715,0.000111138645,0.00027480742,0.0002123225,0.00029150292,0.001043519,0.0008410699,0.000111752845,4.623214e-7],"category_scores_gemma":[0.0014319685,0.00008073813,0.00025338793,0.00031239525,0.000005442541,0.0025311657,0.00002504755,0.00009384871,0.000014035863],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012402533,0.000213667,0.0014448,0.00078276097,0.0004317383,1.2098462e-7,0.10123631,0.0033149836,0.0034979023,0.7889553,0.0922515,0.007746919],"study_design_scores_gemma":[0.001962462,0.00032563548,0.0045193667,0.00023431117,0.000085306136,0.00003990493,0.0010669078,0.82111216,0.0002536026,0.0025621923,0.16762789,0.00021024281],"about_ca_topic_score_codex":0.000003839265,"about_ca_topic_score_gemma":2.452159e-7,"teacher_disagreement_score":0.9811875,"about_ca_system_score_codex":0.000477575,"about_ca_system_score_gemma":0.00014905252,"threshold_uncertainty_score":0.9999935},"labels":[],"label_agreement":null},{"id":"W1559233588","doi":"10.17705/1jais.00267","title":"The Adoption of Online Shopping Assistants: Perceived Similarity as an Antecedent to Evaluative Beliefs","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":159,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Antecedent (behavioral psychology); Similarity (geometry); Psychology; Artifact (error); Perception; Context (archaeology); Personality psychology; Social psychology; Personality; Affect (linguistics); Computer science","score_opus":0.13039864779425384,"score_gpt":0.3951847711650411,"score_spread":0.2647861233707872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1559233588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884791,0.000027001612,0.005843242,0.0017054247,0.0022717796,0.00070087105,0.00012547453,0.000023068054,0.00082408066],"genre_scores_gemma":[0.9986717,0.000012966552,0.0004491145,0.00019845608,0.00007181207,0.000012142283,0.0000053265226,0.000004981029,0.0005734887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953993,0.00045964518,0.0019476202,0.000089248424,0.0019297166,0.00017446437],"domain_scores_gemma":[0.98937327,0.00056061184,0.0048103617,0.00038247163,0.004792208,0.00008105836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011046367,0.00010999257,0.0003048747,0.00034895085,0.0004416071,0.00022959687,0.0010156399,0.00017674679,0.000010699612],"category_scores_gemma":[0.008168794,0.00005957505,0.00024419973,0.00061308604,0.000038191967,0.0016869709,0.00008078045,0.00024295656,0.000032841297],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021500492,0.0011817025,0.72545826,0.00007487234,0.0008868312,0.0000012172608,0.12601951,0.0069064437,0.0038891544,0.06082257,0.03116071,0.04144867],"study_design_scores_gemma":[0.00086608477,0.0003879957,0.9430434,0.00009416317,0.0000641651,0.000017542387,0.035236232,0.0017145055,0.00020328102,0.0016346812,0.016628893,0.00010907122],"about_ca_topic_score_codex":0.00002224125,"about_ca_topic_score_gemma":0.000058244113,"teacher_disagreement_score":0.21758512,"about_ca_system_score_codex":0.0004678201,"about_ca_system_score_gemma":0.00018921937,"threshold_uncertainty_score":0.97793996},"labels":[],"label_agreement":null},{"id":"W1559328834","doi":"","title":"The Role of Information Technology in Technology-Mediated Learning: A Review of the Past for the Future","year":2006,"lang":"en","type":"review","venue":"Journal of the Association for Information Systems","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Information technology; Dimension (graph theory); Process (computing); Knowledge management; Educational technology; Computer science; Learning sciences; Psychology; Mathematics education; Mathematics","score_opus":0.008813285445276216,"score_gpt":0.2991911675931584,"score_spread":0.2903778821478822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1559328834","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012927212,0.9840191,0.000099490855,0.009741418,0.0015319437,0.0031936595,0.00008173405,0.000020453754,0.0012992633],"genre_scores_gemma":[0.0007383508,0.99811256,0.00004800687,0.000039031744,0.00045546435,0.00017730726,0.000032305263,0.0000095974265,0.00038736276],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99583256,0.0005179875,0.002497061,0.000048078393,0.000856393,0.00024792744],"domain_scores_gemma":[0.98193955,0.0013549126,0.014603064,0.00024968883,0.0018358048,0.000016994403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008284171,0.00016358054,0.00082983705,0.00042658023,0.0006969537,0.00010478466,0.0012541006,0.00058775157,8.138939e-7],"category_scores_gemma":[0.006468829,0.000070777634,0.0006543261,0.0020578431,0.0001048149,0.0007276144,0.00007759948,0.0008604496,0.000003476363],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014935858,0.000025455047,0.0018916982,0.013880249,0.00033405639,1.6761396e-8,0.0013738564,0.000305355,3.7448336e-7,0.031538446,0.009844143,0.9407914],"study_design_scores_gemma":[0.00023021083,0.00003489066,0.00003459151,0.009819733,0.00026604388,0.000004265937,0.008824432,0.000063071464,8.970687e-7,0.0002852711,0.98036486,0.00007172736],"about_ca_topic_score_codex":0.000024637966,"about_ca_topic_score_gemma":0.000048363097,"teacher_disagreement_score":0.97052073,"about_ca_system_score_codex":0.0006164361,"about_ca_system_score_gemma":0.0010779973,"threshold_uncertainty_score":0.7744259},"labels":[],"label_agreement":null},{"id":"W1560311685","doi":"","title":"Linking Industrial Innovation Dynamics to E-Procurement Governance","year":2004,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Public Procurement and Policy","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Procurement; Corporate governance; Industrial organization; Business; Transaction cost; Context (archaeology); Maturity (psychological); Product (mathematics); Database transaction; Phase (matter); Marketing; Computer science; Finance; Political science","score_opus":0.026312278633018216,"score_gpt":0.23867138933524235,"score_spread":0.21235911070222413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1560311685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50060666,0.00012200158,0.1629452,0.13375822,0.05740698,0.008842722,0.00021971924,0.0003200873,0.13577843],"genre_scores_gemma":[0.9940905,0.0000012712949,0.0000851515,0.0022776867,0.0030297805,0.000019936728,0.000028076214,0.0000073106507,0.000460312],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980978,0.000008088563,0.0009221687,0.000041977037,0.0007611284,0.00016888436],"domain_scores_gemma":[0.99454737,0.000026036829,0.00363705,0.00009418639,0.0016856594,0.00000971924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022112557,0.00009245836,0.0001585722,0.00031026997,0.0001948048,0.0006816318,0.00032783838,0.000099150486,0.0000017079839],"category_scores_gemma":[0.0012454399,0.0000687499,0.000094128314,0.0010725607,0.0000038165304,0.0039962004,0.000059084894,0.00015169593,0.000043350854],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008074618,0.000037454538,0.03009142,0.0001445699,0.00010361236,6.951137e-8,0.00043709154,0.015983798,0.00005367149,0.90527713,0.04219219,0.005598216],"study_design_scores_gemma":[0.002055275,0.00002354603,0.004044966,0.00021949665,0.000041289426,0.0000019574259,0.00025290472,0.0011478837,0.00006071271,0.0016874635,0.9903364,0.00012806088],"about_ca_topic_score_codex":0.00007728551,"about_ca_topic_score_gemma":0.00002040992,"teacher_disagreement_score":0.94814426,"about_ca_system_score_codex":0.0014187411,"about_ca_system_score_gemma":0.0001363832,"threshold_uncertainty_score":0.6572991},"labels":[],"label_agreement":null},{"id":"W1561183939","doi":"","title":"Sustainable Value Creation: The role of IT innovation persistence","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; University of Waterloo","keywords":"Recession; Persistence (discontinuity); Earnings; Value (mathematics); Sample (material); Value creation; Business; Industrial organization; Economics; Computer science; Engineering; Accounting; Macroeconomics","score_opus":0.011065040957991247,"score_gpt":0.2064312275849808,"score_spread":0.19536618662698957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1561183939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67824775,0.0006810543,0.0118131405,0.053665314,0.0052404585,0.003820172,0.000055133798,0.00007549726,0.24640144],"genre_scores_gemma":[0.99617475,0.0000054710517,0.000014210968,0.0009825442,0.0004559373,0.0000049944642,0.000005018991,0.0000024755147,0.0023545676],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99864143,0.000013538256,0.00071932987,0.00002971413,0.00048633193,0.00010967644],"domain_scores_gemma":[0.9922066,0.0000578222,0.004916294,0.00010970183,0.0027067305,0.000002893162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001800824,0.00006274127,0.00013743644,0.00014149194,0.00021779625,0.00024022227,0.00026048327,0.000050034716,0.0000018253129],"category_scores_gemma":[0.00082153286,0.000038369544,0.00010469096,0.0008396796,0.000008790023,0.0035264203,0.000016677215,0.00008126981,0.00000852192],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010528464,0.00004115596,0.052388784,0.00017532239,0.000065291126,1.1622411e-7,0.001217601,0.017340465,0.00020571037,0.879333,0.0464584,0.0026688757],"study_design_scores_gemma":[0.0006096359,0.000029418801,0.103217125,0.00010649394,0.000060113904,0.0000030763947,0.0056513464,0.0046605472,0.00012875583,0.004943795,0.88051337,0.000076316974],"about_ca_topic_score_codex":0.000063259344,"about_ca_topic_score_gemma":0.0000016450275,"teacher_disagreement_score":0.8743892,"about_ca_system_score_codex":0.00020427263,"about_ca_system_score_gemma":0.00007001359,"threshold_uncertainty_score":0.25565696},"labels":[],"label_agreement":null},{"id":"W1562422660","doi":"","title":"Understanding Representation Fidelity: Guidelines for Experimental Evaluation of Conceptual Modeling Techniques","year":2004,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science; Premise; Conceptual model; Domain (mathematical analysis); Management science; Fidelity; Conceptual framework; Representation (politics); Knowledge management; Data science; Engineering","score_opus":0.3104722104057869,"score_gpt":0.37454195311085586,"score_spread":0.06406974270506899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1562422660","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.085010074,0.00019876033,0.9094759,0.0019151417,0.0013243522,0.0011022256,0.000017886865,0.000040685645,0.0009149325],"genre_scores_gemma":[0.99802893,0.000004389789,0.0009219948,0.00022591813,0.00071233546,0.000049681963,0.00003058092,0.000008550508,0.000017641687],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975235,0.000020420834,0.0013064268,0.00006267996,0.00097519846,0.000111800975],"domain_scores_gemma":[0.987698,0.000056546494,0.0034642343,0.000100809375,0.0086731985,0.000007170896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044094305,0.00009575977,0.00025456047,0.00030203766,0.00021946244,0.00022593152,0.00018232936,0.000087783585,0.0000012375782],"category_scores_gemma":[0.0023701852,0.00007161629,0.00024851138,0.0003531258,0.000015951855,0.003281915,0.00002608205,0.000059797967,0.0000010304174],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056905337,0.0000257563,0.0003832738,0.00012927572,0.00011180469,7.532045e-9,0.00061608857,0.97433615,0.0004679846,0.022073893,0.0013996363,0.00039922525],"study_design_scores_gemma":[0.0020649922,0.00001811974,0.000020215382,0.00031312197,0.00040154124,0.0000015490901,0.017135255,0.96639276,0.00156249,0.010009819,0.00195783,0.00012230931],"about_ca_topic_score_codex":0.000121790006,"about_ca_topic_score_gemma":0.0000044469716,"teacher_disagreement_score":0.9130188,"about_ca_system_score_codex":0.00073085097,"about_ca_system_score_gemma":0.0001251472,"threshold_uncertainty_score":0.29204276},"labels":[],"label_agreement":null},{"id":"W1563140451","doi":"10.17705/1jais.00201","title":"Guidelines for Empirical Evaluations of Conceptual Modeling Grammars","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":116,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia; Queensland University of Technology","keywords":"Rule-based machine translation; Computer science; Grammar; L-attributed grammar; Scripting language; Empirical research; Semantics (computer science); Domain (mathematical analysis); Conceptual model; Natural language processing; Artificial intelligence; Context-free grammar; Programming language; Linguistics; Mathematics","score_opus":0.15457990693162435,"score_gpt":0.3942508206520433,"score_spread":0.23967091372041896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1563140451","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008047763,0.00010479501,0.98255944,0.006974435,0.0015276641,0.00042781816,0.000012171659,0.000014835502,0.00033105048],"genre_scores_gemma":[0.97673,0.000008028733,0.022277629,0.00059901364,0.00019712804,0.000008265213,0.0000029832704,0.0000019758186,0.00017497734],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998056,0.000062215026,0.0011687989,0.000039499948,0.0005571594,0.00011635794],"domain_scores_gemma":[0.9933069,0.00032573132,0.0020008204,0.00014435465,0.0041964734,0.000025734622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026786362,0.00006365808,0.00021955893,0.00011527238,0.000111557216,0.000113183116,0.0004913233,0.000075929405,2.1521413e-7],"category_scores_gemma":[0.003810797,0.000041308595,0.00022609343,0.00018428019,0.000009823115,0.0012900217,0.000019981491,0.00005722577,0.0000016999096],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007346708,0.0000715815,0.0029187738,0.00008309053,0.00022702273,5.707092e-8,0.01193635,0.56897527,0.00025496408,0.3024771,0.101512276,0.011470061],"study_design_scores_gemma":[0.0011226316,0.00018295487,0.0007445427,0.00007320571,0.000045224395,0.000009808404,0.0020915803,0.9683367,0.00022497271,0.00754207,0.019546362,0.00007995025],"about_ca_topic_score_codex":0.0000034745383,"about_ca_topic_score_gemma":7.7560276e-7,"teacher_disagreement_score":0.9686822,"about_ca_system_score_codex":0.0001643336,"about_ca_system_score_gemma":0.00017891222,"threshold_uncertainty_score":0.45621553},"labels":[],"label_agreement":null},{"id":"W1565696851","doi":"","title":"Employee Knowledge Sharing in Highly Dispersed Organizations","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Knowledge management; Knowledge sharing; Order (exchange); Competitive advantage; Work (physics); Perspective (graphical); Business; Organizational learning; Affect (linguistics); Computer science; Marketing; Engineering; Psychology","score_opus":0.0134276745334116,"score_gpt":0.2674455497804998,"score_spread":0.2540178752470882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1565696851","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3802965,0.00025590762,0.004748731,0.002476904,0.0099264905,0.0019361146,0.000025683295,0.000106101616,0.6002276],"genre_scores_gemma":[0.9883859,0.0000063660377,0.000027504959,0.000020280891,0.00050231017,0.000008496211,0.000005729898,0.0000051921647,0.011038185],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986027,0.00009153976,0.000709861,0.00003894993,0.0003890173,0.00016795886],"domain_scores_gemma":[0.9977945,0.00014243377,0.0010287567,0.00007898809,0.00092886685,0.000026475454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025624663,0.000059080623,0.00014443883,0.0002502318,0.0003837998,0.0003613713,0.00034347724,0.000078032535,0.0000045680854],"category_scores_gemma":[0.0009850707,0.000046782498,0.000090291804,0.00080774503,0.000011956941,0.0014704078,0.000039752897,0.00009561892,0.000031853884],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008006252,0.00003215516,0.75584865,0.000049780727,0.00003825495,8.766325e-8,0.019289589,0.0034743908,0.000018730916,0.2020272,0.019015716,0.00019742653],"study_design_scores_gemma":[0.0017732375,0.000021844644,0.2017055,0.0001825437,0.00006187185,9.593865e-7,0.012745506,0.002632188,0.000042740332,0.0015098833,0.77912384,0.00019985113],"about_ca_topic_score_codex":0.00028930683,"about_ca_topic_score_gemma":0.0008228117,"teacher_disagreement_score":0.7601082,"about_ca_system_score_codex":0.0010047815,"about_ca_system_score_gemma":0.000118395634,"threshold_uncertainty_score":0.34847116},"labels":[],"label_agreement":null},{"id":"W1567212218","doi":"","title":"The Effect of Domain Familiarity on Modelling Roles: an Empirical Study.","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Conceptual model; Domain (mathematical analysis); Domain model; Computer science; Semantics (computer science); Representation (politics); Domain knowledge; Knowledge management; Empirical research; Conceptual framework; Data science; Epistemology; Mathematics","score_opus":0.015184461019779865,"score_gpt":0.26524588024572,"score_spread":0.2500614192259401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1567212218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9794189,0.000039758685,0.017228682,0.0011319307,0.0006568567,0.0004645218,0.0000031727564,0.000019653558,0.0010365635],"genre_scores_gemma":[0.99922895,0.000003443524,0.000015236972,0.00018988515,0.0005004181,0.0000061460987,0.0000037434766,0.0000042697284,0.000047876492],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99815637,0.00007319825,0.0008615451,0.000048992722,0.0007344449,0.00012545557],"domain_scores_gemma":[0.9959101,0.00018820449,0.0027083722,0.00015537241,0.0010288776,0.000009075205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048888414,0.00010159399,0.00027659338,0.00017754108,0.00040394423,0.00045381082,0.0003359695,0.00006881746,2.4340454e-7],"category_scores_gemma":[0.00042363288,0.0000515802,0.00021075112,0.0004295508,0.000007417735,0.0019058302,0.000016953161,0.00014994617,0.0000045825145],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004013253,0.00012677704,0.089189395,0.00014255168,0.00019945367,1.0354148e-7,0.0010012512,0.90125597,0.000013764283,0.0020248191,0.0018332219,0.0038113936],"study_design_scores_gemma":[0.002614791,0.00036188122,0.012461789,0.00019680959,0.00038570198,0.0000015484701,0.00422795,0.95968664,0.000034204844,0.0017376294,0.018107168,0.00018387876],"about_ca_topic_score_codex":0.000033704768,"about_ca_topic_score_gemma":0.00000475303,"teacher_disagreement_score":0.07672761,"about_ca_system_score_codex":0.000117971205,"about_ca_system_score_gemma":0.000022193664,"threshold_uncertainty_score":0.43761083},"labels":[],"label_agreement":null},{"id":"W1567270094","doi":"","title":"The Effect of Complementarities Between IT and Organizational Resources on Firm Performance","year":2005,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Complementarity (molecular biology); Resource-based view; Knowledge management; Business; Organizational performance; Variety (cybernetics); Industrial organization; Computer science; Marketing; Competitive advantage","score_opus":0.00658425139369036,"score_gpt":0.2022451051438898,"score_spread":0.19566085375019943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1567270094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98883295,0.000031651853,0.000077213524,0.0030862247,0.00043382318,0.00032599253,0.000017455848,0.000012731474,0.007181928],"genre_scores_gemma":[0.9989608,0.000012623721,0.0000081492035,0.0002943676,0.00044458025,0.000006180171,0.000009890544,0.0000032374214,0.00026016458],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99873394,0.000015036709,0.00069618726,0.000022969363,0.00043332094,0.0000985224],"domain_scores_gemma":[0.99655026,0.00027471862,0.0026111137,0.00007288571,0.00048658287,0.0000044168596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015797218,0.000070938324,0.0001537296,0.000113250935,0.0003987765,0.00023601342,0.0002192668,0.000058837464,0.0000028725885],"category_scores_gemma":[0.0003794278,0.000039507355,0.000059447404,0.00017336904,0.00002469411,0.002022637,0.000033574237,0.00010391817,0.000013790918],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017835906,0.000009952163,0.8735858,0.00045632335,0.00023407726,1.8330029e-8,0.0015211141,0.0038165709,0.000010320816,0.05723505,0.05556634,0.0073860604],"study_design_scores_gemma":[0.0015312316,0.00012859162,0.13478206,0.00013532989,0.00007168222,0.0000029985165,0.0018529197,0.0029518623,0.0004512142,0.00012829089,0.8578697,0.000094102106],"about_ca_topic_score_codex":0.000013807074,"about_ca_topic_score_gemma":0.000006590766,"teacher_disagreement_score":0.8023034,"about_ca_system_score_codex":0.000118852746,"about_ca_system_score_gemma":0.000015700252,"threshold_uncertainty_score":0.3067107},"labels":[],"label_agreement":null},{"id":"W1567954728","doi":"10.17705/1jais.00110","title":"The Role of Design Characteristics in Shaping Perceptions of Similarity: The Case of Online Shopping Assistants","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Artifact (error); Similarity (geometry); Personality; Matching (statistics); Personality psychology; Perception; Normative; Psychology; Social psychology; Computer science; Cognitive psychology; Artificial intelligence","score_opus":0.023955458572074154,"score_gpt":0.28694397094711693,"score_spread":0.2629885123750428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1567954728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879612,0.00013318213,0.0008354079,0.0012005193,0.0012157275,0.0006678945,0.00020290703,0.000007141433,0.007776054],"genre_scores_gemma":[0.9996098,0.00003179477,0.000051339724,0.000013382951,0.00016341954,0.0000042017723,0.0000030346791,0.0000029446383,0.00012005595],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99772847,0.00046395222,0.0011645242,0.000024054008,0.000493535,0.00012546072],"domain_scores_gemma":[0.99359053,0.0017606044,0.0034977281,0.00007983164,0.0010520978,0.000019194376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071632625,0.000051749204,0.00021931354,0.00008017741,0.00036243125,0.00010099983,0.00024500085,0.00008459722,6.861435e-7],"category_scores_gemma":[0.0047931746,0.00003077028,0.00014596847,0.00030600606,0.000075696,0.00048257617,0.000018995548,0.00012216652,2.3898323e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046760598,0.00057597185,0.6344863,0.0005568411,0.0005558346,0.0000024167318,0.16453439,0.008393411,0.0013517917,0.12653416,0.0041810973,0.058360163],"study_design_scores_gemma":[0.0017613766,0.00018131532,0.45052245,0.0014317987,0.00024866613,0.00002856335,0.48504254,0.013240359,0.00018814988,0.0054788874,0.04158101,0.00029486947],"about_ca_topic_score_codex":0.00054299907,"about_ca_topic_score_gemma":0.0005182583,"teacher_disagreement_score":0.32050815,"about_ca_system_score_codex":0.00029341652,"about_ca_system_score_gemma":0.00023819762,"threshold_uncertainty_score":0.5738224},"labels":[],"label_agreement":null},{"id":"W1569919426","doi":"","title":"Reducing the Perceived Deception of Product Recommendation Agents: The Impact of Perceived Verifiability and Perceived Similarity","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Deception; Product (mathematics); Purchasing; Perception; Premise; Similarity (geometry); Business; Marketing; Internet privacy; Advertising; Psychology; Social psychology; Computer science; Artificial intelligence","score_opus":0.056664453708379074,"score_gpt":0.35546650676596525,"score_spread":0.29880205305758617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1569919426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949071,0.000019785854,0.00058704393,0.0026345535,0.0006836432,0.0007485418,0.00008991874,0.000011568645,0.00031786374],"genre_scores_gemma":[0.9995454,0.000017680448,0.0000806237,0.000032408745,0.00009255024,0.000011194698,0.000012551179,0.0000047527487,0.00020285217],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960708,0.00072057627,0.0019637584,0.00010895065,0.0009834834,0.00015242971],"domain_scores_gemma":[0.99056536,0.0008663425,0.0054649925,0.00040689553,0.0026670308,0.000029360803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010207556,0.00012778744,0.0003637958,0.0002294414,0.0004106436,0.00020910801,0.0006000339,0.00014722675,0.000025429994],"category_scores_gemma":[0.005183792,0.000058643735,0.00038551757,0.0005167799,0.00010799809,0.0013888883,0.000063466156,0.00028126955,0.0000037140778],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000312766,0.00021758025,0.9087743,0.000059803384,0.00023268678,4.7808125e-8,0.016277289,0.022369577,0.009535327,0.0006981916,0.034317646,0.007204756],"study_design_scores_gemma":[0.00062807155,0.00008711664,0.9861444,0.00003801858,0.00005951492,0.000013628833,0.005376278,0.0047814827,0.00010146689,0.00057167176,0.0021368603,0.00006149283],"about_ca_topic_score_codex":0.00031621993,"about_ca_topic_score_gemma":0.000019593326,"teacher_disagreement_score":0.07737006,"about_ca_system_score_codex":0.0004972292,"about_ca_system_score_gemma":0.00014279368,"threshold_uncertainty_score":0.6205858},"labels":[],"label_agreement":null},{"id":"W1573962444","doi":"","title":"Disenfranchised Patients: A Network Analysis of IS Integration in the Context of Patient-Centered Care","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Health care; Context (archaeology); Knowledge management; Assertion; Business; Nursing; Public relations; Medicine; Computer science; Political science","score_opus":0.008483355928687885,"score_gpt":0.22847025096491502,"score_spread":0.21998689503622715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1573962444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923933,0.00015160465,0.0006010804,0.0014857765,0.0014420815,0.001258916,0.00006661017,0.000010702462,0.0025899413],"genre_scores_gemma":[0.99906164,0.0000037051466,0.000008908322,0.00075128564,0.00011838349,0.000007953211,0.000039655268,0.000002448864,0.000006028165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979184,0.00005839166,0.0013947823,0.000038020906,0.00047479226,0.00011560232],"domain_scores_gemma":[0.99297786,0.000080328515,0.005115026,0.00014408183,0.0016777011,0.0000050264894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001009323,0.000076242875,0.0003617967,0.0004596251,0.000076739256,0.000074691015,0.00024046437,0.00009839282,0.000001134373],"category_scores_gemma":[0.00043371023,0.000044420118,0.00026995904,0.0011769321,0.000007715469,0.0009788288,0.00001354369,0.00010714134,0.0000011876895],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025588382,0.00019460588,0.84455305,0.0005668796,0.00069443666,1.0821301e-7,0.027140765,0.0043603997,0.000019716183,0.043908954,0.020238332,0.058066886],"study_design_scores_gemma":[0.0050086747,0.00033958795,0.70103085,0.0010237221,0.0010237789,0.0000012418866,0.071320705,0.013332564,0.00006329571,0.000726745,0.20586033,0.00026847317],"about_ca_topic_score_codex":0.0002687655,"about_ca_topic_score_gemma":0.000113351045,"teacher_disagreement_score":0.185622,"about_ca_system_score_codex":0.0001820432,"about_ca_system_score_gemma":0.000025836714,"threshold_uncertainty_score":0.18113998},"labels":[],"label_agreement":null},{"id":"W157614499","doi":"","title":"The Effect of Perceived Service Quality, Perceived Sacrifice and Perceived Service Outcome on Online Customer Loyalty","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Loyalty business model; Service quality; Business; Service (business); Customer retention; Marketing; Loyalty; Service recovery; Customer delight; Context (archaeology); Outcome (game theory); Psychology","score_opus":0.026197865428727027,"score_gpt":0.29329823919969855,"score_spread":0.2671003737709715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W157614499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846417,0.000036746198,0.000018163604,0.010349201,0.0012940108,0.0008236764,0.000048204554,0.000034902558,0.002753417],"genre_scores_gemma":[0.9930417,0.000013803042,0.000011736717,0.0059239184,0.0006266628,0.000008627261,0.000036258316,0.000012419651,0.00032490873],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99651974,0.00025541428,0.0017749079,0.00010931128,0.0010598055,0.00028081742],"domain_scores_gemma":[0.99223065,0.00086495624,0.0043947655,0.00031320463,0.0021633434,0.000033080083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005382508,0.00024337212,0.0005873388,0.00023220344,0.00059689133,0.000575531,0.0006073378,0.00018291186,0.000005700474],"category_scores_gemma":[0.0009980008,0.00014224152,0.00028817222,0.0006243823,0.000018171577,0.002211205,0.00006855596,0.00036133584,0.00006536503],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010046368,0.0010664191,0.7724372,0.019834334,0.0028210126,0.0000021674707,0.04458277,0.042316835,0.007671611,0.037626356,0.0400767,0.021518193],"study_design_scores_gemma":[0.0026158537,0.00010929516,0.9232209,0.00027306957,0.0002446658,0.00000561321,0.0053711054,0.0048031933,0.000010658184,0.00006847913,0.06306151,0.000215703],"about_ca_topic_score_codex":0.0006635645,"about_ca_topic_score_gemma":0.00024939375,"teacher_disagreement_score":0.15078361,"about_ca_system_score_codex":0.0002690798,"about_ca_system_score_gemma":0.000039776736,"threshold_uncertainty_score":0.5800441},"labels":[],"label_agreement":null},{"id":"W1578391611","doi":"","title":"The influence of effort, accuracy, and negative emotions on product choice-strategies: Evaluations of recommendation agents on desktops versus handheld devices","year":2005,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mobile device; Normative; Preference; Decision maker; Context (archaeology); Product (mathematics); Computer science; Human–computer interaction; Cognition; Psychology; Management science; World Wide Web; Engineering","score_opus":0.10833804922190723,"score_gpt":0.41520053792101635,"score_spread":0.30686248869910915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1578391611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928941,0.000017073513,0.00034070044,0.0041995705,0.00094833795,0.00065783656,0.00006700935,0.000010679892,0.00086466403],"genre_scores_gemma":[0.99948746,0.00002686664,0.00010531272,0.000081791404,0.00006912277,0.000020161739,0.0000048302672,0.0000034378454,0.0002010055],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9968513,0.00021898003,0.0015963236,0.00008488001,0.0011272773,0.00012121797],"domain_scores_gemma":[0.9879107,0.00324633,0.0059964075,0.00027555245,0.0025357602,0.00003527803],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0055844453,0.0001016154,0.0002389928,0.00032122785,0.00043276077,0.00024832346,0.0004849753,0.00010226268,0.0000055876135],"category_scores_gemma":[0.012650428,0.000057242996,0.0001377004,0.00052854535,0.000057896512,0.0020758705,0.000037812035,0.0002028753,0.000012440351],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018689733,0.0006092323,0.3525091,0.00014834263,0.0009743157,9.474745e-8,0.020364357,0.40599924,0.0007357847,0.055200063,0.044010453,0.117580034],"study_design_scores_gemma":[0.0023927887,0.00042504154,0.92475796,0.0001728014,0.000097278215,0.00000417893,0.007317103,0.0030199657,0.0011266249,0.0008595297,0.05971821,0.00010851456],"about_ca_topic_score_codex":0.000015609869,"about_ca_topic_score_gemma":0.000056222798,"teacher_disagreement_score":0.5722489,"about_ca_system_score_codex":0.00026091945,"about_ca_system_score_gemma":0.0001712098,"threshold_uncertainty_score":0.99566644},"labels":[],"label_agreement":null},{"id":"W1582282927","doi":"","title":"Frustrated Incorporated: An Exploration of the Inhibitors of IT-Mediated Customer Service","year":2003,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Service (business); Competition (biology); Empirical research; Business; Loyalty; Loyalty business model; Marketing; Typology; Focus (optics); Construct (python library); Computer science; Customer satisfaction; Advertising; Internet privacy; Service quality; Sociology","score_opus":0.036909776680581076,"score_gpt":0.2827137203130497,"score_spread":0.24580394363246863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1582282927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9054129,0.000032690365,0.00021344099,0.0034879248,0.008595866,0.0014143975,0.00012340552,0.000032275886,0.08068707],"genre_scores_gemma":[0.999286,0.000010170507,0.000021923315,0.000113242706,0.00014170032,0.00000740114,0.000007450451,0.000004868563,0.000407263],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970456,0.00072928856,0.0010632311,0.000035315283,0.0009936173,0.00013299825],"domain_scores_gemma":[0.99171484,0.00039456933,0.004771933,0.00010685363,0.0029538933,0.000057937516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005510697,0.00007313736,0.00021809425,0.00010703568,0.0002641041,0.000114013164,0.00029131412,0.00016910171,0.0000028635566],"category_scores_gemma":[0.0059672636,0.000047557576,0.00013851702,0.0009849131,0.000044332464,0.003231485,0.000011974093,0.00013308387,0.0000054495304],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046630253,0.00069852074,0.26139733,0.0009167911,0.00090950285,2.6239243e-7,0.44070894,0.018110828,0.0024484496,0.20391664,0.06717394,0.0032524897],"study_design_scores_gemma":[0.0036715618,0.0002685205,0.016336115,0.0010000763,0.00027274326,0.0000034974055,0.35753262,0.0007460592,0.004383152,0.003656743,0.6116432,0.00048570367],"about_ca_topic_score_codex":0.00024527908,"about_ca_topic_score_gemma":0.00016490986,"teacher_disagreement_score":0.5444693,"about_ca_system_score_codex":0.00032768073,"about_ca_system_score_gemma":0.00058162503,"threshold_uncertainty_score":0.7143803},"labels":[],"label_agreement":null},{"id":"W1583025658","doi":"","title":"Clicks vs. Bricks: Toward a Model of Internet-Induced Channel Competition","year":2000,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Competition (biology); Competitor analysis; Industrial organization; Channel (broadcasting); Bundle; The Internet; Business; Quality (philosophy); Product (mathematics); Production (economics); Space (punctuation); Service (business); Focus (optics); Microeconomics; Database transaction; Marketing; Computer science; Economics; Telecommunications; Mathematics; Database","score_opus":0.028275447655554672,"score_gpt":0.2331935559302894,"score_spread":0.20491810827473472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1583025658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95223093,0.000036142344,0.0071657733,0.0013061691,0.0026572496,0.00086109596,0.00002977058,0.000043623375,0.03566926],"genre_scores_gemma":[0.9986809,0.0000061428077,0.000018046476,0.00029811607,0.00028484905,0.000008196272,0.000010926092,0.0000062977365,0.0006865099],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984956,0.000021035377,0.0008801757,0.00003786952,0.00044627325,0.000119050674],"domain_scores_gemma":[0.9967335,0.000061354134,0.0022904854,0.000090273716,0.000815236,0.0000091871425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014239055,0.00008538704,0.00023047686,0.00021041364,0.0000813,0.00023072443,0.00022846831,0.00007766636,0.000020617623],"category_scores_gemma":[0.000178801,0.000064352105,0.00020348867,0.00022840846,0.0000058857495,0.0023602347,0.000027911014,0.00011447082,0.00002454413],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044465032,0.00097481,0.33189732,0.008099419,0.0022452374,0.0000015770975,0.03350068,0.2241834,0.0042159045,0.08104329,0.15417737,0.1552145],"study_design_scores_gemma":[0.0062666284,0.00010587893,0.058865357,0.0012350841,0.0006940085,0.00002231159,0.0031077312,0.706855,0.00056892383,0.0012514314,0.22040567,0.00062197953],"about_ca_topic_score_codex":0.00014098268,"about_ca_topic_score_gemma":0.0000055733767,"teacher_disagreement_score":0.4826716,"about_ca_system_score_codex":0.00014219475,"about_ca_system_score_gemma":0.000033557862,"threshold_uncertainty_score":0.26242027},"labels":[],"label_agreement":null},{"id":"W1583037571","doi":"","title":"Contrasting Information Systems and Financial Executive Perspective on Implementing Regulatory Controls","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; University of Windsor","funders":"","keywords":"Compliance (psychology); Accounting; Business; Process (computing); Control (management); Perspective (graphical); Sarbanes–Oxley Act; Economics; Computer science; Management; Audit; Psychology","score_opus":0.012403256196396295,"score_gpt":0.2602355138200924,"score_spread":0.24783225762369612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1583037571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60457796,0.0007928294,0.029782843,0.018379368,0.030143939,0.018244678,0.0007059781,0.0005012109,0.2968712],"genre_scores_gemma":[0.9968093,0.0000026786997,0.0000147000255,0.0018861381,0.0010927771,0.0000183487,0.000019011148,0.000006023836,0.00015103229],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99740314,0.000058007445,0.0014345048,0.000062482985,0.0007588691,0.0002830061],"domain_scores_gemma":[0.9920054,0.00019861502,0.0055983406,0.00011000796,0.002062975,0.000024682184],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003289792,0.00016456822,0.00035061355,0.00043020572,0.0004946706,0.0012730825,0.00017913798,0.000099706165,0.000001779983],"category_scores_gemma":[0.0022469177,0.0001208759,0.00016199925,0.0002932302,0.000010910114,0.0076152454,0.000026197577,0.00016966808,0.000016924105],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004294981,0.00005295489,0.01563797,0.00037774668,0.0002763507,3.3980186e-7,0.0061047566,0.003452185,0.000255001,0.8922616,0.07727442,0.0038771357],"study_design_scores_gemma":[0.009853946,0.00028537755,0.15148628,0.0007742512,0.00027219293,0.00003905513,0.05091335,0.013985275,0.00007046867,0.0010456785,0.7707624,0.00051172124],"about_ca_topic_score_codex":0.00009821839,"about_ca_topic_score_gemma":0.0000035129337,"teacher_disagreement_score":0.891216,"about_ca_system_score_codex":0.0007788678,"about_ca_system_score_gemma":0.00008655005,"threshold_uncertainty_score":0.99976367},"labels":[],"label_agreement":null},{"id":"W1585119766","doi":"10.17705/1jais.00263","title":"The Clinical Impact of eHealth on the Self-Management of Diabetes: A Double Adoption Perspective","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Victoria; University of Lethbridge","funders":"","keywords":"eHealth; Perspective (graphical); Promotion (chess); Health care; Knowledge management; Medicine; Telemedicine; Health promotion; mHealth; Nursing; Psychology; Computer science; Psychological intervention; Public health; Political science","score_opus":0.08640360833176143,"score_gpt":0.4445359670243436,"score_spread":0.3581323586925822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1585119766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80923873,0.00077912334,0.0018041612,0.015361832,0.013113862,0.03549246,0.00045552736,0.00010293926,0.12365136],"genre_scores_gemma":[0.99786097,0.00041865237,0.00010167081,0.0002970613,0.00022624813,0.0007789505,0.0000037707644,0.000008225683,0.00030444315],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9956554,0.0007267298,0.00264329,0.000059200385,0.00060119136,0.0003141465],"domain_scores_gemma":[0.9856944,0.0018666452,0.009554681,0.00035407743,0.002421939,0.000108274784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011847838,0.00010036568,0.00034227598,0.000099309786,0.0008890147,0.00001442104,0.0004084767,0.00016275063,0.0000066841826],"category_scores_gemma":[0.0005555814,0.000045858218,0.00036825004,0.00033510212,0.00003084052,0.0003040252,0.00004021031,0.00048721983,0.000023977784],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011993203,0.00038421727,0.19509104,0.001630648,0.0011586347,2.5692527e-8,0.020474412,0.00044746217,0.0000031651546,0.70393866,0.072989605,0.0026828311],"study_design_scores_gemma":[0.0070678787,0.0016110301,0.7522785,0.0013309736,0.00034141727,0.0000013589522,0.05163351,0.0013815768,0.00002238129,0.0027205208,0.18144238,0.00016846776],"about_ca_topic_score_codex":0.00014455055,"about_ca_topic_score_gemma":0.000012321375,"teacher_disagreement_score":0.7012181,"about_ca_system_score_codex":0.0014103821,"about_ca_system_score_gemma":0.00089492986,"threshold_uncertainty_score":0.6837672},"labels":[],"label_agreement":null},{"id":"W1590301537","doi":"","title":"A Software Release Planning Methodology for Developers","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Operationalization; Interdependence; Computer science; Stakeholder; Software release life cycle; Process (computing); Process management; Order (exchange); Software; Risk analysis (engineering); Software engineering; Systems engineering; Software development; Engineering; Software quality; Business","score_opus":0.07485171264351596,"score_gpt":0.30576888878740066,"score_spread":0.23091717614388468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1590301537","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001639219,0.00007267898,0.9956072,0.00050849427,0.001736924,0.0002710056,0.000006900599,0.000068783556,0.000088772336],"genre_scores_gemma":[0.26467022,0.000019996554,0.73410153,0.0004216088,0.00025580497,0.00006198019,0.000003947416,0.000008510135,0.00045637976],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989599,0.00009196281,0.00052187964,0.000037292306,0.0002714427,0.00011752616],"domain_scores_gemma":[0.9957941,0.0016381125,0.0016562794,0.000121675315,0.00075844815,0.000031347736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026683263,0.00006117058,0.00015949016,0.00012435093,0.00020106023,0.00010496117,0.00045612175,0.00008268279,1.6386261e-7],"category_scores_gemma":[0.0055041187,0.000043102,0.00013047071,0.00018257998,0.000004243001,0.0018357632,0.000033566277,0.00010501694,0.000001699414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040069147,0.00008672111,0.054334316,0.0008387893,0.0011653769,0.000004349585,0.04913188,0.24709056,0.00019558563,0.10729062,0.507839,0.031622097],"study_design_scores_gemma":[0.0009236136,0.00015873808,0.0045941123,0.00010087587,0.000031076233,0.00030270754,0.000235094,0.017642545,0.0005630492,0.0007837861,0.97449833,0.00016609613],"about_ca_topic_score_codex":0.0000041317303,"about_ca_topic_score_gemma":9.278934e-8,"teacher_disagreement_score":0.46665928,"about_ca_system_score_codex":0.00022772783,"about_ca_system_score_gemma":0.0001353283,"threshold_uncertainty_score":0.6589342},"labels":[],"label_agreement":null},{"id":"W1590669429","doi":"","title":"An Empirical Analysis of the RFID Effect on Suppliers' Financial Performance","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Endogeneity; Profitability index; Business; Industrial organization; Control (management); Process (computing); Finance; Econometrics; Economics; Computer science","score_opus":0.014346517576357277,"score_gpt":0.2350145942516831,"score_spread":0.22066807667532584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1590669429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914656,0.000006310089,0.00022792172,0.00046860563,0.0020929067,0.00044586865,0.000010909713,0.000010834493,0.0052710096],"genre_scores_gemma":[0.9982416,0.0000023419868,0.000005248821,0.0009197978,0.000491498,0.000011238146,0.000012201011,0.0000044369513,0.00031162534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983288,0.00004938938,0.00069817214,0.00004640828,0.0007496413,0.00012758297],"domain_scores_gemma":[0.99681205,0.000091865535,0.002401136,0.00019817585,0.00048717138,0.000009615882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018142897,0.0000936929,0.0002727234,0.00039871893,0.00031504856,0.00011379522,0.00040213607,0.000068542526,0.000007986332],"category_scores_gemma":[0.0004275448,0.000052045067,0.00037692205,0.0009068591,0.000017931314,0.0016533607,0.000039365714,0.00011781912,0.000013797467],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016547166,0.000067104374,0.8914572,0.00019485442,0.00048958533,1.03416696e-7,0.00080736645,0.050615285,0.000028799766,0.0030203671,0.052540425,0.00061342353],"study_design_scores_gemma":[0.0011217502,0.00011413619,0.6989004,0.000062046995,0.0006062212,0.0000014903995,0.00029628142,0.04847595,0.00014548015,0.000021139631,0.25014257,0.00011252798],"about_ca_topic_score_codex":0.000018083594,"about_ca_topic_score_gemma":0.0000037217037,"teacher_disagreement_score":0.19760215,"about_ca_system_score_codex":0.00024096169,"about_ca_system_score_gemma":0.000036472447,"threshold_uncertainty_score":0.24231306},"labels":[],"label_agreement":null},{"id":"W159085551","doi":"","title":"Selecting an appropriate operationalization of the system usage construct: an IT artifact perspective","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Operationalization; Construct (python library); Conceptualization; Artifact (error); Extant taxon; Perspective (graphical); Exploratory research; Computer science; Sample (material); Knowledge management; Measure (data warehouse); Data science; Artificial intelligence; Data mining; Epistemology; Sociology; Social science","score_opus":0.029643093324072257,"score_gpt":0.27578662673490784,"score_spread":0.24614353341083559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W159085551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9565621,0.00001408161,0.017047374,0.001623055,0.01195245,0.0015589069,0.000086638385,0.00005861292,0.011096792],"genre_scores_gemma":[0.99867094,6.298356e-7,0.000102657825,0.00016643171,0.00092178205,0.000008335683,0.000021682328,0.0000073894394,0.00010016954],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982686,0.000050844155,0.00085877534,0.00006489097,0.00063634536,0.000120538316],"domain_scores_gemma":[0.99237746,0.00006697507,0.0037210535,0.0002047148,0.003618228,0.000011581953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020161564,0.00009995914,0.00018828864,0.0001543842,0.00043258118,0.0006513469,0.00047381065,0.00010878348,0.00000874449],"category_scores_gemma":[0.0011881476,0.000059459846,0.000113092494,0.00048046446,0.000025507648,0.0067794067,0.000048525184,0.0001977953,0.000009377983],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014162254,0.0001404454,0.17434418,0.0009098492,0.00026965397,1.2093794e-7,0.0046914187,0.026081026,0.009437921,0.77815264,0.0037907313,0.0020404146],"study_design_scores_gemma":[0.0036941417,0.00012736532,0.1131172,0.0012990793,0.00080915366,0.00017393804,0.10157485,0.59525734,0.008664951,0.004044617,0.1701857,0.001051657],"about_ca_topic_score_codex":0.00022548935,"about_ca_topic_score_gemma":0.00010649643,"teacher_disagreement_score":0.774108,"about_ca_system_score_codex":0.00020989146,"about_ca_system_score_gemma":0.00011206758,"threshold_uncertainty_score":0.6280953},"labels":[],"label_agreement":null},{"id":"W1591695021","doi":"10.17705/1jais.00172","title":"The Structure of Collaboration in Electronic Networks","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"U.S. Department of Energy","keywords":"Knowledge management; Diversity (politics); Extant taxon; Context (archaeology); Computer science; Social network analysis; Sociology; World Wide Web; Social media","score_opus":0.008095435433017988,"score_gpt":0.2585846623168239,"score_spread":0.2504892268838059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1591695021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91286916,0.0016524175,0.0062448196,0.0053565297,0.013494481,0.0036483875,0.000027896807,0.000037427548,0.056668896],"genre_scores_gemma":[0.9985369,0.00013031941,0.0000059171416,0.000018334262,0.00021215866,0.000002064707,0.0000014923462,0.0000016998487,0.0010911223],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99872595,0.0001536794,0.00054530706,0.000017780869,0.0004232058,0.00013407518],"domain_scores_gemma":[0.99736965,0.00021283695,0.0016400482,0.0000550216,0.0007089924,0.0000134311995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022074664,0.000035465222,0.000103190425,0.00007671102,0.00045864543,0.000102299186,0.00022817653,0.00006507225,8.731399e-7],"category_scores_gemma":[0.00076467684,0.000021816079,0.00006509353,0.00044221958,0.000018277864,0.00082150876,0.0000127155545,0.000106605396,8.189049e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001620837,0.000033847096,0.29667565,0.00007632247,0.00026986445,1.267771e-7,0.092897624,0.099807,0.00006893491,0.4605912,0.04702488,0.0023924718],"study_design_scores_gemma":[0.0013015874,0.00006297837,0.028169166,0.000077205026,0.000037413312,0.0000020832085,0.023549516,0.011953486,0.00007855607,0.0013415271,0.93331516,0.000111316236],"about_ca_topic_score_codex":0.00004066784,"about_ca_topic_score_gemma":0.00056880893,"teacher_disagreement_score":0.8862903,"about_ca_system_score_codex":0.00061105273,"about_ca_system_score_gemma":0.00019532439,"threshold_uncertainty_score":0.35275763},"labels":[],"label_agreement":null},{"id":"W1591868722","doi":"","title":"Waves of IT Innovation in Industries: Extending Diffusion Through the Integration of Punctuated Equilibrium and Fit","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Innovation Diffusion and Forecasting","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Punctuated equilibrium; Diffusion; Proposition; Conceptualization; Macro; Industrial organization; Innovation diffusion; Disruptive innovation; Economic geography; Econometrics; Economics; Computer science; Knowledge management; Industrial engineering; Business; Marketing; Engineering; Geology; Artificial intelligence; Physics; Thermodynamics; Epistemology","score_opus":0.10232054292585428,"score_gpt":0.3441477403739931,"score_spread":0.2418271974481388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1591868722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98352844,0.00003699446,0.00876668,0.002039919,0.0011592289,0.0005438836,0.000036351095,0.0000057990756,0.0038827076],"genre_scores_gemma":[0.9986576,0.000004507041,0.00013644266,0.000105110565,0.00009472016,0.0000059857125,0.0000098171095,0.000004244301,0.0009816141],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99461144,0.00021166138,0.0035378789,0.00006895319,0.0014423168,0.00012773226],"domain_scores_gemma":[0.98556614,0.0012929408,0.0090578785,0.00017399905,0.0038980118,0.000011001002],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00874926,0.00010354411,0.00033939342,0.00066426455,0.00012489941,0.00021747257,0.0003509809,0.00015085215,0.0000065559907],"category_scores_gemma":[0.011348748,0.000053929114,0.000093560775,0.0028235938,0.000048261634,0.002018043,0.00006959035,0.00020180337,0.0000014893212],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008393218,0.00038891507,0.24076891,0.00033692777,0.00020707399,4.0499614e-7,0.059715677,0.05705706,0.056145497,0.43018466,0.09884481,0.05551075],"study_design_scores_gemma":[0.009797843,0.0006073134,0.40126717,0.0021329273,0.00014258303,0.00007925506,0.114732794,0.20518054,0.027666079,0.039337803,0.19838932,0.00066635624],"about_ca_topic_score_codex":0.00009340735,"about_ca_topic_score_gemma":0.000014809674,"teacher_disagreement_score":0.39084685,"about_ca_system_score_codex":0.00019999684,"about_ca_system_score_gemma":0.00011524439,"threshold_uncertainty_score":0.99697906},"labels":[],"label_agreement":null},{"id":"W1592240178","doi":"","title":"Blackberry Addiction: Symptoms and Outcomes","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Addiction; Work–family conflict; Work (physics); Psychology; Mobile technology; Social psychology; Internet privacy; Mobile device; Computer science; World Wide Web; Engineering","score_opus":0.012692154433547084,"score_gpt":0.2719050405645747,"score_spread":0.2592128861310276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1592240178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92639434,0.00035807583,0.001070472,0.01666394,0.011962333,0.0015893434,0.000069804606,0.00017290132,0.041718815],"genre_scores_gemma":[0.99515367,0.000058594833,0.00003807356,0.00025128585,0.00017227087,0.000004348676,9.229906e-7,0.0000032223988,0.004317594],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857706,0.00010026776,0.0005182452,0.000027080581,0.0006298476,0.00014751301],"domain_scores_gemma":[0.9974479,0.00014657564,0.0016952393,0.00007690545,0.0005809729,0.00005240632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016387232,0.00005942744,0.0001699828,0.00012065663,0.0007415523,0.00010831583,0.00021556909,0.00015472951,0.000002498902],"category_scores_gemma":[0.0015966627,0.000041501957,0.00011898381,0.0001727275,0.00006273847,0.0013329703,0.000020529198,0.0001377043,0.0000121584135],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026001944,0.000027761227,0.89602,0.000018669003,0.00022519795,2.2339933e-7,0.010198441,0.0000932416,0.000005659588,0.008204428,0.083564214,0.0016161674],"study_design_scores_gemma":[0.0013923178,0.000054318563,0.45696133,0.000064358326,0.00005357913,0.00003890538,0.003926964,0.000082248516,0.000026360573,0.00016947633,0.53712684,0.00010328403],"about_ca_topic_score_codex":0.00006859563,"about_ca_topic_score_gemma":0.000011174462,"teacher_disagreement_score":0.45356262,"about_ca_system_score_codex":0.00052567077,"about_ca_system_score_gemma":0.00013628673,"threshold_uncertainty_score":0.5703496},"labels":[],"label_agreement":null},{"id":"W1593497077","doi":"","title":"Successful Community Municipal Portal Diffusion: Internal Government Factors and Individual Perceptions","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Government (linguistics); Perception; Demographics; Business; Local government; Quality (philosophy); E-Government; Knowledge management; Public relations; Psychology; Computer science; Political science; World Wide Web; Public administration; Sociology; Information and Communications Technology","score_opus":0.02447697132877477,"score_gpt":0.281998175140647,"score_spread":0.25752120381187227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1593497077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9755471,0.000022584743,0.000052907366,0.0021832844,0.0011007618,0.0002341821,0.000082486964,0.000011212614,0.0207655],"genre_scores_gemma":[0.9986307,0.000029668121,0.000013977844,0.0003106423,0.00025561135,0.0000024743802,0.00000972016,0.0000022140734,0.00074497226],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99750245,0.00033342573,0.0005753549,0.000028246935,0.0014091661,0.00015134692],"domain_scores_gemma":[0.99743944,0.00032641314,0.0017650271,0.00009237531,0.000295986,0.00008074241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032740633,0.00008051075,0.00016421755,0.000050185343,0.00094518013,0.0005204463,0.00045356975,0.000107476095,0.000017634366],"category_scores_gemma":[0.00055613444,0.00005421272,0.00012971318,0.0001389814,0.00003434971,0.0019900198,0.000053031436,0.00025622785,0.0000019902961],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031232266,0.000078837875,0.8341226,0.000020210611,0.0001236198,6.8738586e-8,0.14251135,0.000053029984,0.00001435255,0.014649167,0.0075217593,0.0008737791],"study_design_scores_gemma":[0.0006689661,0.00011153261,0.588378,0.000058076446,0.000061850966,0.0000036524289,0.29008922,0.000111672976,0.000009007192,0.0001804989,0.12023463,0.00009286568],"about_ca_topic_score_codex":0.0010347087,"about_ca_topic_score_gemma":0.0005949215,"teacher_disagreement_score":0.24574457,"about_ca_system_score_codex":0.00056207,"about_ca_system_score_gemma":0.0000637274,"threshold_uncertainty_score":0.72696567},"labels":[],"label_agreement":null},{"id":"W1594201899","doi":"10.17705/1jais.00311","title":"Valuing Virtual Worlds: The Role of Categorization in Technology Assessment","year":2012,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Metaverse; Categorization; Computer science; Context (archaeology); Virtual reality; Knowledge management; Value (mathematics); Human–computer interaction; Data science; Artificial intelligence","score_opus":0.00727220652099411,"score_gpt":0.28155299083062846,"score_spread":0.2742807843096344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1594201899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9566445,0.00056423654,0.009491387,0.001574851,0.009613936,0.0010814082,0.000048702892,0.000021571124,0.020959431],"genre_scores_gemma":[0.99935585,0.000007882652,0.00003944555,0.00003674006,0.00017220865,0.000024357178,0.0000048862235,0.0000045559004,0.00035407735],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854517,0.000111545975,0.0008362163,0.000024642532,0.00032152666,0.00016090134],"domain_scores_gemma":[0.99684834,0.00015628943,0.002470049,0.00013335413,0.00037430876,0.000017671402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028636323,0.00006116492,0.00016203153,0.00025661985,0.00008533704,0.000035569617,0.00024309813,0.000119847515,0.0000042850515],"category_scores_gemma":[0.00015339445,0.00003698648,0.00008228653,0.00041146696,0.000011977531,0.0007327613,0.000023330858,0.0002003769,0.00000762944],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028212427,0.00005470458,0.7116132,0.000017680928,0.00010158911,1.3339863e-8,0.009258899,0.004475512,0.00013995955,0.26827565,0.00066597445,0.0053686453],"study_design_scores_gemma":[0.0024295493,0.00023923759,0.66710943,0.00015909501,0.000103297025,0.00004425285,0.05492566,0.018844951,0.00026072486,0.0014985565,0.25417316,0.0002120638],"about_ca_topic_score_codex":0.000026579783,"about_ca_topic_score_gemma":0.0000047515227,"teacher_disagreement_score":0.2667771,"about_ca_system_score_codex":0.00038610626,"about_ca_system_score_gemma":0.000053536158,"threshold_uncertainty_score":0.15082648},"labels":[],"label_agreement":null},{"id":"W1595688869","doi":"","title":"MEASURING THE E-COMMERCE CUSTOMER SERVICE LIFE CYCLE","year":2002,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Service (business); Product (mathematics); Marketing; Business; Competitive advantage; Computer science","score_opus":0.10946730764769469,"score_gpt":0.3167207800287265,"score_spread":0.2072534723810318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1595688869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81319046,0.0004900562,0.0075794947,0.12186754,0.01603852,0.0018811115,0.00011245494,0.00017467528,0.03866571],"genre_scores_gemma":[0.9951375,0.000008258862,0.000039587463,0.001775434,0.00015908775,0.000011056478,5.657838e-7,0.0000048614415,0.002863621],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99641454,0.0002509488,0.0013882784,0.000056455534,0.0017238139,0.00016598123],"domain_scores_gemma":[0.99292076,0.00073805224,0.0036453262,0.00035119164,0.0022838963,0.000060754992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067962506,0.000089985835,0.00022834663,0.00025471818,0.00045866135,0.0004932345,0.0011573941,0.00015080093,0.000037547594],"category_scores_gemma":[0.00501576,0.000045025216,0.00024000875,0.0008548947,0.000015826674,0.0016611797,0.00007110675,0.0002979247,0.00072985404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006589391,0.000121730256,0.23122554,0.00003717476,0.0002953666,2.950624e-7,0.01503229,0.031557824,0.00010628111,0.016137863,0.69392335,0.011496365],"study_design_scores_gemma":[0.0010163136,0.000021126327,0.11912373,0.000035831916,0.000056629877,0.000040568477,0.006786239,0.012566353,0.000038338218,0.00037375616,0.85982734,0.00011376697],"about_ca_topic_score_codex":0.000010595281,"about_ca_topic_score_gemma":0.000005416097,"teacher_disagreement_score":0.1819471,"about_ca_system_score_codex":0.00025555538,"about_ca_system_score_gemma":0.000042077543,"threshold_uncertainty_score":0.9381041},"labels":[],"label_agreement":null},{"id":"W1598627399","doi":"","title":"Revising the IT outsourcing decision model:a transaction cost perspective","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Concordia University; HEC Montréal","funders":"","keywords":"Outsourcing; Transaction cost; Conceptualization; Knowledge process outsourcing; Decision model; Database transaction; Business; Knowledge management; Perspective (graphical); Computer science; Extant taxon; Online transaction processing; Industrial organization; Transaction data; Marketing; Database; Finance; Artificial intelligence","score_opus":0.022300009806260228,"score_gpt":0.23792291862599704,"score_spread":0.2156229088197368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1598627399","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013402612,0.00012576277,0.93371654,0.017815119,0.0048804246,0.0018716914,0.00001106803,0.00007083704,0.028105972],"genre_scores_gemma":[0.99685025,0.000021134541,0.000107461245,0.0013125084,0.0008710161,0.000014189715,0.0000032204841,0.0000101464,0.0008100974],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981361,0.00002857128,0.0007935242,0.00005961544,0.0008107098,0.00017148767],"domain_scores_gemma":[0.99601495,0.00018444743,0.0022991265,0.000156468,0.001334559,0.000010467315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029410166,0.0001130496,0.00020854827,0.00023740712,0.0008323882,0.0005023691,0.00031167542,0.00007085378,0.0000030033357],"category_scores_gemma":[0.00073494896,0.0000665493,0.00027907605,0.00035394556,0.000013899158,0.0027745054,0.000032575255,0.0001980868,0.000030212655],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000083397324,0.00002024476,0.005015791,0.000077932826,0.00011512173,2.3743024e-7,0.0057981196,0.9233699,0.000012038088,0.005597922,0.058667388,0.0012419124],"study_design_scores_gemma":[0.0013932724,0.0000137233155,0.0030540829,0.00027358986,0.00015010918,0.000020971289,0.019025572,0.56011343,0.000012700412,0.00077350205,0.41499716,0.00017185888],"about_ca_topic_score_codex":0.00007462437,"about_ca_topic_score_gemma":0.000006216858,"teacher_disagreement_score":0.9834476,"about_ca_system_score_codex":0.0006994399,"about_ca_system_score_gemma":0.00004175773,"threshold_uncertainty_score":0.64021415},"labels":[],"label_agreement":null},{"id":"W1600625831","doi":"","title":"Development Success in Open Source Software Projects: Exploring the Impact of Copylefted Licenses","year":2005,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Open source software; Productivity; Ethos; Exploratory research; Knowledge management; Open source; Software development; Process (computing); Software; Open-source software development; Software quality; Business; Engineering; Computer science; Political science; Sociology","score_opus":0.0476559116526783,"score_gpt":0.3038167184065322,"score_spread":0.2561608067538539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1600625831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8098231,0.00003785274,0.18466237,0.0014405777,0.0011930338,0.0021139656,0.000020325828,0.000051500512,0.0006572771],"genre_scores_gemma":[0.99102914,0.000002185028,0.0084771635,0.000087733046,0.000088892346,0.000074819014,0.0000031006864,0.0000064429637,0.00023053087],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99753803,0.00013842578,0.0014221417,0.000060593506,0.00065381516,0.00018696683],"domain_scores_gemma":[0.9942921,0.00046181746,0.003482192,0.00027362606,0.0014598205,0.000030478936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038484093,0.00010577115,0.00025845898,0.00027591616,0.00028510697,0.00092869,0.0018489636,0.000055684926,0.0000010907829],"category_scores_gemma":[0.0013697424,0.00006104439,0.00013132667,0.0010535563,0.000012642146,0.006141231,0.00027984494,0.00018312222,0.0000078239655],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012904342,0.00027009743,0.43449575,0.00019011924,0.00070339534,2.7131534e-7,0.17049207,0.3084374,0.0001254931,0.006611866,0.01812036,0.060424145],"study_design_scores_gemma":[0.0055401376,0.00027932742,0.58143467,0.0013018778,0.000050706025,0.000096809235,0.010235769,0.03631674,0.0032802683,0.00015531539,0.36065966,0.0006487015],"about_ca_topic_score_codex":0.00012883171,"about_ca_topic_score_gemma":0.000025406576,"teacher_disagreement_score":0.34253928,"about_ca_system_score_codex":0.0012747259,"about_ca_system_score_gemma":0.0006980706,"threshold_uncertainty_score":0.8955379},"labels":[],"label_agreement":null},{"id":"W160110492","doi":"","title":"Using overview style tables on small devices","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; Readability; Table (database); Mobile device; Task (project management); Context (archaeology); Ambiguity; Consistency (knowledge bases); Human–computer interaction; Information retrieval; Data mining; World Wide Web; Artificial intelligence; Engineering","score_opus":0.15123918236474473,"score_gpt":0.3700124704081742,"score_spread":0.21877328804342946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W160110492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97217727,0.00038217628,0.012506462,0.0025790737,0.005551049,0.0007416219,0.00014043978,0.000056322773,0.005865575],"genre_scores_gemma":[0.9970062,0.000004836123,0.00041543617,0.00026544122,0.00017127751,0.0000043207333,0.000003210539,0.0000045913403,0.0021247196],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970029,0.0001644952,0.0014273805,0.0000590464,0.0012011238,0.00014507654],"domain_scores_gemma":[0.993142,0.00041030603,0.0046709203,0.00021700408,0.0015310883,0.000028701268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005140613,0.00008948965,0.000258278,0.00037502387,0.0002605652,0.0004796641,0.0005745935,0.00015442455,0.000008821885],"category_scores_gemma":[0.0015608687,0.00005280102,0.00023833636,0.0005269093,0.000012187092,0.0012009465,0.00003662909,0.00015492002,0.000054149168],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012345305,0.00018247096,0.67763627,0.00007444139,0.00015573623,6.723416e-7,0.0010623765,0.07155644,0.00036738729,0.1190954,0.12352561,0.006219735],"study_design_scores_gemma":[0.0011916504,0.00007668403,0.2144155,0.0001441049,0.000066879446,0.00003670609,0.0019457219,0.0048792367,0.00028081494,0.0025120582,0.77429926,0.00015136093],"about_ca_topic_score_codex":0.000052770214,"about_ca_topic_score_gemma":0.000023795285,"teacher_disagreement_score":0.65077364,"about_ca_system_score_codex":0.00039553002,"about_ca_system_score_gemma":0.00008468065,"threshold_uncertainty_score":0.4625412},"labels":[],"label_agreement":null},{"id":"W1602756541","doi":"","title":"Panel: A call for action in tackling environmental sustainability through green information technologies and systems","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Sustainability; Call to action; Green computing; Action (physics); Computer science; Business; Ecology; Cloud computing; Marketing","score_opus":0.02213680139874604,"score_gpt":0.2433037849425634,"score_spread":0.22116698354381736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1602756541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9166416,0.00031561693,0.049301434,0.015909487,0.005780661,0.007864392,0.00006949671,0.00031681822,0.0038005298],"genre_scores_gemma":[0.9993187,0.000013359315,0.00011220948,0.0002350662,0.00016251247,0.00006518043,0.000023282466,0.0000031913921,0.00006648585],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998604,0.000019138413,0.000876892,0.00004852971,0.00028310297,0.00016830911],"domain_scores_gemma":[0.9970851,0.000077274344,0.002219423,0.00008120794,0.0005337268,0.0000032735531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021993543,0.00010156336,0.00021579217,0.00028241155,0.00025552756,0.00024557908,0.00018177363,0.0002295,1.2178367e-7],"category_scores_gemma":[0.000984075,0.00007781173,0.00006956718,0.0003106768,0.000026335521,0.005381287,0.00004554661,0.00018088619,0.0000017673658],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071341527,0.00023875132,0.20498106,0.0033517755,0.00041046418,5.077212e-7,0.014068964,0.0082857385,0.000193219,0.6384302,0.014425183,0.11490075],"study_design_scores_gemma":[0.0054277354,0.00016703256,0.14487357,0.0003161444,0.00013836457,0.000020217987,0.13524681,0.0232761,0.00026141797,0.047637288,0.6420243,0.00061103463],"about_ca_topic_score_codex":0.000042649222,"about_ca_topic_score_gemma":0.0000031518375,"teacher_disagreement_score":0.6275991,"about_ca_system_score_codex":0.0009695574,"about_ca_system_score_gemma":0.000039554754,"threshold_uncertainty_score":0.3901303},"labels":[],"label_agreement":null},{"id":"W1603844253","doi":"","title":"Systems Analysis and Design Research: Past, Present and Future","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"BC Cancer Agency; Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Kelley School of Business, Indiana University; National Science Foundation","keywords":"Computer science; Data science; Systems engineering; Engineering","score_opus":0.1903248730284001,"score_gpt":0.414775526240725,"score_spread":0.2244506532123249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1603844253","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10552563,0.015782798,0.7888868,0.038153537,0.020524047,0.009162179,0.0002789881,0.00011032152,0.021575706],"genre_scores_gemma":[0.9962801,0.000020264211,0.0002822874,0.00006009183,0.0016218602,0.000009047475,7.3272304e-7,0.0000034264328,0.0017222388],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99317485,0.0010982534,0.0019754537,0.0001229996,0.0034010604,0.00022738859],"domain_scores_gemma":[0.98883706,0.0033215054,0.0034651223,0.00033058107,0.0039212904,0.00012446528],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.028275726,0.000111103065,0.00052658573,0.0012269607,0.00051368034,0.002361432,0.00050774106,0.0001322344,0.0000023368102],"category_scores_gemma":[0.0020434363,0.00006138208,0.00023725381,0.0018803373,0.000020561682,0.0016268401,0.00007215943,0.0002134406,0.000008705091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039715276,0.00007131433,0.0533415,0.00008130735,0.0011910044,0.0000017777602,0.012013346,0.06349825,0.000105790044,0.06552955,0.76324785,0.04052115],"study_design_scores_gemma":[0.00087918993,0.00019600871,0.10303045,0.00006858812,0.00013735474,0.0000670948,0.009585558,0.055883896,0.0000076225115,0.00462092,0.82539254,0.00013076312],"about_ca_topic_score_codex":0.00002084315,"about_ca_topic_score_gemma":0.0000013779418,"teacher_disagreement_score":0.8907544,"about_ca_system_score_codex":0.00024402625,"about_ca_system_score_gemma":0.00007386465,"threshold_uncertainty_score":0.9986742},"labels":[],"label_agreement":null},{"id":"W1604742169","doi":"","title":"Information Management Models for Corporate Social Responsibility Practices.","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sketch; Knowledge management; Corporate social responsibility; Order (exchange); Business; Empirical research; Social responsibility; Information sharing; Information management; Phenomenon; Public relations; Computer science; Political science; World Wide Web","score_opus":0.058139114165330186,"score_gpt":0.3116456904382615,"score_spread":0.2535065762729313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1604742169","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03966157,0.0001130957,0.21734849,0.010342471,0.014235456,0.009776251,0.00024988313,0.00017740464,0.7080954],"genre_scores_gemma":[0.99178094,0.000009049848,0.0004435807,0.00011636766,0.0007635943,0.000073306706,0.000031388103,0.0000049415485,0.0067768283],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99772704,0.00019901323,0.0010344014,0.00003728819,0.0007938667,0.0002083897],"domain_scores_gemma":[0.9893675,0.00027267158,0.00850559,0.000091008675,0.0017343658,0.000028849912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008630545,0.00008132575,0.00017930774,0.00022242744,0.0009140592,0.0006560462,0.00032570804,0.00011226905,0.0000015955451],"category_scores_gemma":[0.0010264532,0.000065229746,0.00021678681,0.00037103318,0.000019906383,0.0065324977,0.000037759935,0.000093648436,0.000012263934],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029285435,0.00004841745,0.004222103,0.0003386262,0.00018850103,5.1015192e-8,0.017266037,0.009888262,0.0000033320553,0.83431834,0.12982748,0.0036059571],"study_design_scores_gemma":[0.0014245287,0.000027305316,0.005458193,0.000037581704,0.00009886156,4.852518e-7,0.01532309,0.0076391264,0.000008565037,0.017711217,0.9521503,0.000120764],"about_ca_topic_score_codex":0.000094993826,"about_ca_topic_score_gemma":0.000056134148,"teacher_disagreement_score":0.95211935,"about_ca_system_score_codex":0.0009945722,"about_ca_system_score_gemma":0.00014361757,"threshold_uncertainty_score":0.70302963},"labels":[],"label_agreement":null},{"id":"W1605034308","doi":"","title":"Understanding the Transformation of the IT Function in Organizations.","year":2005,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Archetype; Typology; Function (biology); Normative; Computer science; Dimension (graph theory); Knowledge management; Perspective (graphical); Transformation (genetics); Punctuated equilibrium; Management science; Sociology; Artificial intelligence; Political science; Mathematics; Engineering; Law","score_opus":0.021052337264641095,"score_gpt":0.20628632860795879,"score_spread":0.1852339913433177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1605034308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43693647,0.00018348674,0.24081737,0.12646565,0.016094243,0.0063896715,0.00008757816,0.00016798016,0.17285754],"genre_scores_gemma":[0.99847955,0.0000072613166,0.000007112522,0.0010535315,0.00025162633,0.000008736865,0.0000054393417,0.000004057543,0.00018266386],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998329,0.000022151124,0.0010210837,0.000024608755,0.000491226,0.00011193391],"domain_scores_gemma":[0.9956861,0.000071389906,0.003321432,0.0001208658,0.00079692533,0.000003265229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017147204,0.000073092015,0.00013343841,0.00020104428,0.00029327188,0.00019670892,0.0003318359,0.00010421163,0.0000057408633],"category_scores_gemma":[0.00050460803,0.00003857164,0.00011213199,0.00093991,0.000019297217,0.0048961025,0.000022993612,0.00017240766,0.000016996639],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008241266,0.00003756468,0.03618678,0.0002409871,0.00010944718,1.4830914e-8,0.005585545,0.106239796,0.00007567515,0.8154366,0.034814905,0.0011902513],"study_design_scores_gemma":[0.0045494656,0.000044013075,0.087574854,0.00044517673,0.00025136588,0.00001671191,0.045717772,0.067340665,0.0005259698,0.009133263,0.7840973,0.00030343785],"about_ca_topic_score_codex":0.000024876319,"about_ca_topic_score_gemma":0.0000645292,"teacher_disagreement_score":0.8063034,"about_ca_system_score_codex":0.0005121477,"about_ca_system_score_gemma":0.000070428,"threshold_uncertainty_score":0.3549556},"labels":[],"label_agreement":null},{"id":"W1605707764","doi":"10.5555/2017274.2017276","title":"Taking industry seriously in information systems research","year":2005,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":314,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Information system; Space (punctuation); Knowledge management; Business; Industrial organization; Marketing; Computer science; Engineering","score_opus":0.05797975322054281,"score_gpt":0.39346689848545735,"score_spread":0.3354871452649145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1605707764","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42182642,0.00043762324,0.009190553,0.017808313,0.031900153,0.012681751,0.0004084041,0.00020908682,0.5055377],"genre_scores_gemma":[0.9974137,0.000024926518,0.00006345381,0.00020457458,0.0009695901,0.00007596858,0.000018651232,0.0000060279976,0.0012231175],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942516,0.0008149743,0.0023121834,0.000047125373,0.0021281887,0.00044594452],"domain_scores_gemma":[0.99055105,0.00049083406,0.0050992356,0.00016049625,0.0036075502,0.0000908388],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.021507991,0.000113093316,0.000280621,0.0007691037,0.000948956,0.0012278816,0.0004972121,0.00039401712,0.000012336801],"category_scores_gemma":[0.0032812203,0.0000901349,0.00014039766,0.0010738416,0.000042906122,0.012123827,0.000043540684,0.00060560316,0.00008319346],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015486073,0.00004593392,0.040144455,0.00033105977,0.00013998881,1.4851098e-7,0.22012867,0.04862199,0.000019052337,0.62134993,0.058293346,0.010770578],"study_design_scores_gemma":[0.0010592042,0.00004035896,0.004415171,0.00017381905,0.000010404677,0.0000074885456,0.10342835,0.0014125698,0.000019749576,0.00008219904,0.88924533,0.0001053454],"about_ca_topic_score_codex":0.001201596,"about_ca_topic_score_gemma":0.00019723328,"teacher_disagreement_score":0.830952,"about_ca_system_score_codex":0.0034772232,"about_ca_system_score_gemma":0.00062086165,"threshold_uncertainty_score":0.99980897},"labels":[],"label_agreement":null},{"id":"W1606352672","doi":"","title":"Structuration Theory in the IS Field: An Assessment of Research Strategies","year":2001,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Structuration theory; Field (mathematics); Strengths and weaknesses; Epistemology; Management science; Sociology; Computer science; Knowledge management; Economics","score_opus":0.06006692618273152,"score_gpt":0.4798763541506789,"score_spread":0.4198094279679474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1606352672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73500353,0.00006838919,0.03054725,0.010384503,0.0059483177,0.004533958,0.00010324474,0.000028931376,0.21338187],"genre_scores_gemma":[0.9991038,0.000027329937,0.00006468119,0.00020359734,0.000275805,0.00002391589,0.000008392461,0.0000023312784,0.00029015567],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9957037,0.0014359405,0.0011422279,0.000033287448,0.0015030319,0.00018184265],"domain_scores_gemma":[0.99470896,0.000986991,0.002135315,0.00014082497,0.0020028513,0.000025054542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022844596,0.000057174773,0.0001497736,0.00025546402,0.00056724466,0.0005104616,0.0004308927,0.00009979848,0.000017975397],"category_scores_gemma":[0.00089936965,0.000034574772,0.00009254399,0.00061299826,0.000037263177,0.0043443227,0.000014049796,0.00018903802,0.0000020069199],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046340356,0.000015266864,0.0111968275,0.000041742875,0.000028173989,4.1250896e-8,0.13181804,0.0008090241,0.000018900564,0.8510056,0.0036687613,0.0013512417],"study_design_scores_gemma":[0.00083392294,0.00021790287,0.025950558,0.00008087714,0.000018172479,0.0000067558426,0.7266039,0.00078715995,0.00006285002,0.015841713,0.22951792,0.000078215795],"about_ca_topic_score_codex":0.00041319628,"about_ca_topic_score_gemma":0.0001617231,"teacher_disagreement_score":0.83516395,"about_ca_system_score_codex":0.0005005039,"about_ca_system_score_gemma":0.0004367634,"threshold_uncertainty_score":0.7917527},"labels":[],"label_agreement":null},{"id":"W1607183772","doi":"","title":"Online Lurkers Tell Why","year":2004,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Georgetown University; University of Maryland, Baltimore County","keywords":"World Wide Web; Computer science; Online community; Reading (process); Period (music); Internet privacy; Data science; Political science","score_opus":0.02174796626794634,"score_gpt":0.28181525907258376,"score_spread":0.2600672928046374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1607183772","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22374865,0.0004671635,0.029027574,0.034781054,0.036268458,0.004081273,0.00011373236,0.00020021436,0.67131186],"genre_scores_gemma":[0.994505,0.000019643387,0.00011864773,0.00028950497,0.00066880137,0.000003894011,0.000004245547,0.0000034618288,0.004386817],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99869275,0.000067065856,0.00051062915,0.000022991488,0.00057389337,0.00013266162],"domain_scores_gemma":[0.99772966,0.0000886603,0.0014055487,0.000060745668,0.00067682884,0.00003856528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024589002,0.00004622048,0.00011446664,0.00011539983,0.0003678533,0.0002547144,0.00027633307,0.00006606729,0.0000031156608],"category_scores_gemma":[0.00096808834,0.000033276952,0.00014747886,0.00024341453,0.000012307723,0.0014019889,0.000020497346,0.000090218506,0.000023892775],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010136343,0.00028275157,0.06841871,0.00030791044,0.0007554087,5.53812e-7,0.1366295,0.04519965,0.00005359877,0.51707256,0.22641852,0.0047594626],"study_design_scores_gemma":[0.0007459095,0.000019765439,0.0029134094,0.00006309205,0.000031556476,7.0387597e-7,0.010874742,0.00012700028,0.000015420506,0.0006381846,0.98451436,0.00005584557],"about_ca_topic_score_codex":0.00011601038,"about_ca_topic_score_gemma":0.000116930016,"teacher_disagreement_score":0.7707563,"about_ca_system_score_codex":0.00088498945,"about_ca_system_score_gemma":0.00012508965,"threshold_uncertainty_score":0.28292674},"labels":[],"label_agreement":null},{"id":"W161118458","doi":"","title":"Motivating Knowledge Sharing in Diverse Organizational Contexts: An Argument for Reopening the Intrinsic vs. Extrinsic Debate","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Generalizability theory; Argument (complex analysis); Context (archaeology); Knowledge management; Psychology; Knowledge sharing; Organizational behavior; Intrinsic motivation; Social psychology; Public relations; Political science; Computer science","score_opus":0.026088714491076193,"score_gpt":0.29353397883060545,"score_spread":0.26744526433952925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W161118458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8530904,0.00048961834,0.02069086,0.010997243,0.01215557,0.009402718,0.000050102357,0.00016859932,0.0929549],"genre_scores_gemma":[0.9976778,0.000010279188,0.00008791787,0.00016412573,0.00054584397,0.000017380233,0.000007757071,0.000005350958,0.0014835601],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982615,0.00016051329,0.00082684006,0.00006700935,0.00046179694,0.00022233193],"domain_scores_gemma":[0.99691576,0.00036022157,0.0016117762,0.00010509864,0.0009629532,0.000044219665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058166757,0.00008796412,0.00019344497,0.00019675388,0.00095167954,0.0005527252,0.00052589667,0.00007507218,0.000004483507],"category_scores_gemma":[0.002370584,0.00006066293,0.00011297798,0.0005010032,0.000015367623,0.0022048417,0.000054857577,0.0001403738,0.000007154588],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002074971,0.00017573508,0.23124418,0.00015906608,0.00022756885,3.7720932e-7,0.21445009,0.008340259,0.00006535886,0.5024975,0.009329221,0.033303145],"study_design_scores_gemma":[0.010539003,0.0005169927,0.26873997,0.0012883266,0.0002862885,0.000007699347,0.14891149,0.03504871,0.00022966658,0.010363811,0.5232327,0.00083533867],"about_ca_topic_score_codex":0.000036280013,"about_ca_topic_score_gemma":0.00014111209,"teacher_disagreement_score":0.5139035,"about_ca_system_score_codex":0.0010345363,"about_ca_system_score_gemma":0.0001259624,"threshold_uncertainty_score":0.7319646},"labels":[],"label_agreement":null},{"id":"W161229741","doi":"","title":"An Agent Enabled System for Personalizing Wireless Mobile Services","year":2005,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Mobile Agent-Based Network Management","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Mobile device; Mobile Web; Mobile computing; Personalization; Mobile database; Wireless; Mobile technology; Wireless network; Computer network; Mobile station; World Wide Web; Operating system; Base station","score_opus":0.008727763969058331,"score_gpt":0.23190071386092023,"score_spread":0.2231729498918619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W161229741","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07030939,0.0002839409,0.9150255,0.0009555014,0.0072195255,0.0043967846,0.000053594402,0.00018181809,0.0015739474],"genre_scores_gemma":[0.9961701,0.000006857023,0.0022594247,0.00031706467,0.00063944334,0.00022999936,0.000010240139,0.000008390405,0.00035845503],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99774414,0.0001412286,0.0010179306,0.00008969885,0.00076108665,0.00024590598],"domain_scores_gemma":[0.9953321,0.00017213142,0.0031461592,0.00031308547,0.0009587604,0.00007775958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003363335,0.00012243343,0.0002519074,0.00016650677,0.00031725215,0.00074849004,0.0010368549,0.00007821273,6.195991e-7],"category_scores_gemma":[0.000025829744,0.00008925911,0.0002394971,0.00025815185,0.000003825927,0.0035796303,0.000060730523,0.000084286745,0.0000134732045],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000986432,0.00012360254,0.0026416546,0.0021099697,0.000586158,4.773499e-7,0.014205522,0.87099016,0.00031039453,0.061357792,0.023681186,0.02389446],"study_design_scores_gemma":[0.0011883305,0.00013835821,0.00021353549,0.00019778131,0.00005192295,0.000011396431,0.0029836055,0.64010364,0.00036064672,0.000016636415,0.35460618,0.00012796403],"about_ca_topic_score_codex":0.0000100045045,"about_ca_topic_score_gemma":0.000006250275,"teacher_disagreement_score":0.9258607,"about_ca_system_score_codex":0.0017612323,"about_ca_system_score_gemma":0.00009161456,"threshold_uncertainty_score":0.7217707},"labels":[],"label_agreement":null},{"id":"W161354843","doi":"","title":"The [Wikipedia] world is not flat: On the organizational structure of online production communities","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Hierarchy; Peer production; Set (abstract data type); Knowledge management; Computer science; Corporate governance; Organizational structure; Power (physics); Production (economics); Online community; Data science; World Wide Web; Business; Political science","score_opus":0.014686944014299017,"score_gpt":0.2747795791213243,"score_spread":0.26009263510702524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W161354843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6676297,0.000092906346,0.00086189294,0.2789912,0.030526705,0.0027669086,0.00038542456,0.000057499277,0.018687744],"genre_scores_gemma":[0.99356544,0.000029397288,0.000030864612,0.0009409327,0.0012952419,0.000006275125,0.000016729193,0.000004980823,0.004110128],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975536,0.00055845565,0.0007189546,0.000029919793,0.0010266172,0.00011244777],"domain_scores_gemma":[0.99279433,0.0010971489,0.0027454256,0.00019188275,0.0031451178,0.000026102287],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0033263396,0.00007098058,0.00012797942,0.00010896654,0.001384812,0.00029686856,0.00044881075,0.00007512821,0.0000146457205],"category_scores_gemma":[0.0038345368,0.000036776124,0.00008453228,0.0006605509,0.00007064847,0.00068639393,0.00001754343,0.0001929796,0.000005133558],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009555196,0.000054798064,0.01560693,0.000046502915,0.00016987167,2.8725164e-9,0.0930078,0.0046113716,0.00018838537,0.67170453,0.21284492,0.0016693053],"study_design_scores_gemma":[0.00031067166,0.000044349395,0.010155421,0.00007619797,0.000042249518,0.0000010224313,0.04907217,0.0006414509,0.0010580918,0.0022824137,0.9362339,0.00008210113],"about_ca_topic_score_codex":0.00006699503,"about_ca_topic_score_gemma":0.000636867,"teacher_disagreement_score":0.7233889,"about_ca_system_score_codex":0.00041503133,"about_ca_system_score_gemma":0.00037128787,"threshold_uncertainty_score":0.99991524},"labels":[],"label_agreement":null},{"id":"W161467966","doi":"","title":"The Effects of Perceived Information Quality and Perceived System Quality on Trust and Adoption of Online Reputation Systems","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Reputation; Reputation system; Affect (linguistics); Quality (philosophy); Information quality; Perception; Database transaction; Information system; Business; E-commerce; Knowledge management; Marketing; Internet privacy; Computer science; Psychology; World Wide Web; Engineering; Database","score_opus":0.043585575492066354,"score_gpt":0.360120660962859,"score_spread":0.3165350854707926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W161467966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944112,0.0000445828,0.0009766988,0.00050976995,0.0028378558,0.0008730217,0.00012531535,0.000023015256,0.0001985626],"genre_scores_gemma":[0.9996006,0.000028689536,0.000089424415,0.00003560128,0.000066417386,0.000017364931,0.000014921154,0.00000447958,0.00014251731],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99420214,0.00069782865,0.0032243307,0.00009048247,0.0016385457,0.0001466502],"domain_scores_gemma":[0.9831015,0.0029186013,0.010176788,0.0003774259,0.003361932,0.00006373639],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.012316471,0.00014231013,0.0005205214,0.00039241684,0.00036652488,0.0003563161,0.0004192511,0.00030986697,4.5240213e-7],"category_scores_gemma":[0.012810845,0.00008064241,0.00018925613,0.00037367953,0.00009446855,0.0020647445,0.000052323874,0.0003570862,0.0000039547813],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001652821,0.00032154203,0.6360748,0.003524937,0.00057928346,3.0432136e-7,0.029110637,0.0041427007,0.016043121,0.26697198,0.0031716644,0.038406234],"study_design_scores_gemma":[0.0014992108,0.0001815322,0.970783,0.00020757462,0.000059775582,0.000021866115,0.019872885,0.0032934083,0.00013197638,0.00013592304,0.0037193561,0.00009352059],"about_ca_topic_score_codex":0.000065718945,"about_ca_topic_score_gemma":0.000016100732,"teacher_disagreement_score":0.33470818,"about_ca_system_score_codex":0.0002178796,"about_ca_system_score_gemma":0.000102256614,"threshold_uncertainty_score":0.9955047},"labels":[],"label_agreement":null},{"id":"W163740378","doi":"","title":"The Moderating Role of Absorptive Capacity in the Assimilation of Enterprise Information Systems","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Operationalization; Assimilation (phonology); Absorptive capacity; Business; Normative; Knowledge management; Computer science; Industrial organization; Political science","score_opus":0.017983296080499173,"score_gpt":0.23324653707571358,"score_spread":0.2152632409952144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W163740378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9160994,0.00024356304,0.014283229,0.0022562132,0.0059588975,0.0054701436,0.00023311825,0.00004357913,0.055411823],"genre_scores_gemma":[0.9994145,0.0000032950923,0.000016132835,0.00011017234,0.0003473103,0.000030089868,0.000026707816,0.000004822536,0.000046962694],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99660975,0.00012868654,0.0021297825,0.0000338431,0.0009362868,0.0001616525],"domain_scores_gemma":[0.98946106,0.00039671062,0.008450571,0.00015199778,0.0015332588,0.0000063922294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052102795,0.00011091963,0.00025659252,0.00028529754,0.00027910928,0.0006230922,0.00034042538,0.000079373465,9.774409e-7],"category_scores_gemma":[0.00080105755,0.00006041566,0.00017649696,0.00043863585,0.000018361205,0.005515587,0.000027162412,0.00013944427,0.0000056754616],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032103906,0.00015134181,0.3690297,0.0015106332,0.0003506308,6.6407296e-8,0.020135825,0.225278,0.001034682,0.34452444,0.03560896,0.002054671],"study_design_scores_gemma":[0.004965109,0.00010604431,0.38775712,0.00090868905,0.00022927784,0.000019127157,0.08219784,0.27997667,0.00053171936,0.002106388,0.24082513,0.0003768836],"about_ca_topic_score_codex":0.0011349256,"about_ca_topic_score_gemma":0.000082195176,"teacher_disagreement_score":0.34241804,"about_ca_system_score_codex":0.00029141913,"about_ca_system_score_gemma":0.00005659467,"threshold_uncertainty_score":0.6008492},"labels":[],"label_agreement":null},{"id":"W164199519","doi":"10.17705/1jais.00374","title":"NeuroIS—Alternative or Complement to Existing Methods? Illustrating the Holistic Effects of Neuroscience and Self-Reported Data in the Context of Technostress Research","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technostress in Professional Settings","field":"Psychology","cited_by":172,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; University of Lethbridge","funders":"","keywords":"Technostress; Psychology; Construct (python library); Context (archaeology); Psychometrics; Variance (accounting); Construct validity; Cognitive psychology; Social psychology; Data science; Computer science; Developmental psychology","score_opus":0.2462294763459608,"score_gpt":0.5142982580687632,"score_spread":0.26806878172280235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W164199519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96917516,0.00010611794,0.01521502,0.0043775686,0.004512431,0.0045283167,0.00019062092,0.000028771698,0.0018659987],"genre_scores_gemma":[0.99894655,0.0000022645588,0.00069506484,0.00018769695,0.00006973588,0.000039381946,0.000002864615,0.0000051119723,0.000051342147],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9958786,0.0015518985,0.0012773154,0.000097950084,0.0010016464,0.0001926322],"domain_scores_gemma":[0.9866459,0.008254608,0.0037352473,0.00046834853,0.00087095826,0.000024947045],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.018367674,0.00008285868,0.00024289712,0.00021318253,0.00025157302,0.00008644442,0.0012576365,0.00006495949,5.082307e-7],"category_scores_gemma":[0.024391329,0.000040441882,0.000039868577,0.0006145489,0.00006822554,0.00037549756,0.0002897251,0.00040220446,4.886292e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012276935,0.0011066541,0.17598553,0.0038779757,0.0010269502,0.000010239571,0.30852038,0.0024906949,0.021982718,0.32938692,0.036601674,0.11778257],"study_design_scores_gemma":[0.00863597,0.0030273169,0.58255684,0.005232884,0.0004868086,0.0003484029,0.2015418,0.05041983,0.012427885,0.003376945,0.1313233,0.0006220054],"about_ca_topic_score_codex":0.00016644294,"about_ca_topic_score_gemma":0.00002067338,"teacher_disagreement_score":0.40657136,"about_ca_system_score_codex":0.00011341965,"about_ca_system_score_gemma":0.000057467463,"threshold_uncertainty_score":0.98382664},"labels":[],"label_agreement":null},{"id":"W164712359","doi":"","title":"Enhancing Peripheral Vision through Social Media Use: A Social Network Perspective","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Prosperity; Peripheral vision; Social media; Perspective (graphical); Knowledge management; Business; Set (abstract data type); Position (finance); Quality (philosophy); Computer science; Social network (sociolinguistics); Personal information management; Internet privacy; Information system; Management information systems; World Wide Web; Engineering; Artificial intelligence","score_opus":0.046125234367766055,"score_gpt":0.3042003108145611,"score_spread":0.25807507644679506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W164712359","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12056896,0.00037987158,0.028878491,0.0054496997,0.041744754,0.0036758103,0.00008987311,0.00026704613,0.7989455],"genre_scores_gemma":[0.99472886,0.000010879034,0.00022685343,0.00010593596,0.003219194,0.000010179576,0.0000030956287,0.000007790926,0.0016872245],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978452,0.00029535868,0.000709923,0.000054953558,0.0008142851,0.00028033575],"domain_scores_gemma":[0.9960615,0.0002499811,0.002123557,0.00005303074,0.0014772629,0.000034637174],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0034105913,0.000093889044,0.00023831343,0.00007667755,0.001551126,0.00045815003,0.00032439947,0.00015883744,0.000015958449],"category_scores_gemma":[0.0013155232,0.00007350167,0.00028999706,0.00036854425,0.00003860129,0.0036587457,0.000051881038,0.00018366022,0.000014112449],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007298102,0.000025489568,0.0045792134,0.000023495024,0.0001711018,1.428039e-7,0.60793614,0.00006476528,0.0000070480364,0.35261637,0.034105647,0.00039760652],"study_design_scores_gemma":[0.002058942,0.00008511848,0.053410146,0.00016476317,0.00024204055,0.0000021301655,0.28512558,0.0002914343,0.000038809874,0.011787628,0.64640605,0.0003873447],"about_ca_topic_score_codex":0.00020842304,"about_ca_topic_score_gemma":0.00041222895,"teacher_disagreement_score":0.8741599,"about_ca_system_score_codex":0.0015222776,"about_ca_system_score_gemma":0.00014272222,"threshold_uncertainty_score":0.9997487},"labels":[],"label_agreement":null},{"id":"W169568080","doi":"","title":"Metis : Creativity Of Global Virtual Teams Applied To New Product Development","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Capgemini","keywords":"Creativity; Appropriation; Knowledge management; Product (mathematics); Process (computing); Brainstorming; New product development; Metis; Improvisation; Adaptation (eye); Working group; Engineering; Psychology; Computer science; Business; Social psychology; Marketing; Epistemology; World Wide Web","score_opus":0.011534796866712613,"score_gpt":0.28333850525050625,"score_spread":0.27180370838379364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W169568080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.892097,0.00009822844,0.049597383,0.002526271,0.0062751346,0.0019194687,0.00012516763,0.0000349745,0.047326352],"genre_scores_gemma":[0.9969505,0.0000011526316,0.00063816947,0.00017746814,0.0002093239,0.0000080542795,0.0000051278626,0.0000027963579,0.002007371],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99837315,0.000045433313,0.00091543753,0.00004906777,0.00046975826,0.00014716324],"domain_scores_gemma":[0.99721706,0.000054518732,0.0020867905,0.00014337637,0.0004345152,0.00006376472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015411008,0.00008745216,0.00024984305,0.00007576655,0.00008239806,0.00005541676,0.0002471219,0.000073236784,0.00000539526],"category_scores_gemma":[0.00018597889,0.00006189521,0.00010038169,0.0002923763,0.000004190194,0.00035903204,0.00001624259,0.00009104506,0.000030802417],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012687689,0.00037956686,0.14829567,0.00012228578,0.0011061056,2.2226043e-7,0.05718957,0.022004051,0.00049989665,0.17210563,0.18528524,0.411743],"study_design_scores_gemma":[0.0020257197,0.00038343502,0.5843584,0.00009390268,0.00006179128,0.000022305489,0.0020406935,0.00018773609,0.00037047683,0.0002562174,0.41000083,0.00019850176],"about_ca_topic_score_codex":0.00003396716,"about_ca_topic_score_gemma":0.000006941881,"teacher_disagreement_score":0.4360627,"about_ca_system_score_codex":0.0006886142,"about_ca_system_score_gemma":0.00021201294,"threshold_uncertainty_score":0.25240135},"labels":[],"label_agreement":null},{"id":"W170859508","doi":"10.17705/1jais.00301","title":"Antecedents and Consequences of Board IT Governance: Institutional and Strategic Choice Perspectives","year":2012,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":121,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; Memorial University of Newfoundland","funders":"","keywords":"Corporate governance; Business; Accounting; On board; Structural equation modeling; Public relations; Political science; Engineering; Finance","score_opus":0.017914997463064027,"score_gpt":0.23858152839911448,"score_spread":0.22066653093605046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W170859508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.978736,0.00045482285,0.00013689323,0.0012849161,0.0009846992,0.0002591098,0.000027032644,0.000011502287,0.018105028],"genre_scores_gemma":[0.9993545,0.000080409554,0.000023282457,0.00017439107,0.00025154735,0.0000045841875,0.0000022784263,0.0000018447952,0.00010718022],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989868,0.000008344027,0.0005332429,0.000025236965,0.00033841896,0.00010800382],"domain_scores_gemma":[0.99648947,0.0000550244,0.0027773755,0.000047662415,0.0006221957,0.000008287171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008306298,0.00006708014,0.00015364584,0.00009473194,0.00016337403,0.00016276336,0.00011511992,0.00008075535,0.0000025300699],"category_scores_gemma":[0.0004189722,0.000046679143,0.000052238407,0.00014819193,0.00006253206,0.0053115087,0.00002820026,0.0000918145,0.000004240911],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003448712,0.000020965525,0.1904262,0.00027130125,0.00009509007,3.679311e-8,0.001314104,0.00014844368,0.00012568475,0.80511487,0.002185173,0.0002636704],"study_design_scores_gemma":[0.0045807245,0.0000902682,0.70660794,0.0006202146,0.00024120249,0.00009221699,0.06361878,0.0023187096,0.00049944536,0.0066593573,0.21423724,0.00043388086],"about_ca_topic_score_codex":0.00008098924,"about_ca_topic_score_gemma":0.000006375163,"teacher_disagreement_score":0.7984555,"about_ca_system_score_codex":0.00011505516,"about_ca_system_score_gemma":0.000045869492,"threshold_uncertainty_score":0.38507158},"labels":[],"label_agreement":null},{"id":"W1778656696","doi":"","title":"EXPLORING THE DETERMINANTS OF WEB-BASED E-BUSINESS EVOLUTION IN CANADA","year":2007,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Electronic business; Business; The Internet; Marketing; Industrial organization; Business model; World Wide Web; Computer science","score_opus":0.0955252528564844,"score_gpt":0.3181035018332639,"score_spread":0.22257824897677952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1778656696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928567,0.000015669359,0.0031250075,0.00078804203,0.0028177393,0.00023754877,0.000018745803,0.00000481501,0.00013573765],"genre_scores_gemma":[0.9997689,0.0000018104491,0.00004118038,0.00006750838,0.000039711114,0.0000071170016,5.2772265e-7,0.0000025039437,0.000070749375],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965848,0.00012513198,0.0017260406,0.00004159177,0.0013740832,0.00014835151],"domain_scores_gemma":[0.99303913,0.00093628105,0.0039001286,0.00020397046,0.0018945261,0.00002596853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010143045,0.000064319414,0.00022185626,0.0004055796,0.00012288151,0.00006728187,0.0005886048,0.000061473984,0.0000013770261],"category_scores_gemma":[0.004369605,0.00003474671,0.000100202975,0.0010821349,0.000014601563,0.0011902078,0.000026605836,0.00015210846,0.0000032663236],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036937086,0.000008749252,0.9912608,0.000008669474,0.000006128516,1.9320795e-7,0.00025284564,0.0048232456,0.00003005257,0.00051914103,0.0011427045,0.0019105329],"study_design_scores_gemma":[0.0007041831,0.000012218139,0.98161125,0.00005718531,0.0000101022415,0.000006938636,0.0037396296,0.0029915834,0.00029925906,0.000082592,0.010442935,0.000042138137],"about_ca_topic_score_codex":0.015241248,"about_ca_topic_score_gemma":0.118790224,"teacher_disagreement_score":0.103548974,"about_ca_system_score_codex":0.0015154764,"about_ca_system_score_gemma":0.0009356505,"threshold_uncertainty_score":0.9913163},"labels":[],"label_agreement":null},{"id":"W178116008","doi":"","title":"The Bass Model of Diffusion: Recommendations for Use in Information Systems Research and Practice","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Innovation Diffusion and Forecasting","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University; Georgia State University; University of Louisville; University of Missouri","keywords":"Imitation; Diffusion of innovations; Population; Information system; Marketing; Sociology; Management science; Knowledge management; Psychology; Computer science; Economics; Business; Social psychology; Engineering","score_opus":0.24996266927733898,"score_gpt":0.42332971830660016,"score_spread":0.17336704902926117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W178116008","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1471207,0.00018630775,0.7456191,0.050100125,0.017275637,0.009505116,0.00072908984,0.00005482528,0.029409047],"genre_scores_gemma":[0.99644727,0.00003092095,0.0014162308,0.00026255765,0.00014191396,0.00007502409,0.000014764948,0.000006403888,0.0016049085],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99363494,0.0008111804,0.0030777468,0.00007434694,0.0021646547,0.00023710771],"domain_scores_gemma":[0.96226245,0.018396381,0.006688843,0.00030039233,0.012298627,0.00005329148],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05331222,0.00009651916,0.00029766516,0.0007363765,0.00076651236,0.0014786035,0.0005424976,0.00014272163,6.715294e-7],"category_scores_gemma":[0.08125285,0.000054261996,0.00011650277,0.0010839821,0.00004595606,0.0063600806,0.000102342754,0.0002710242,0.0000058321475],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009638757,0.00013015172,0.011888472,0.00020625109,0.00012009361,2.6928351e-8,0.014756317,0.07817495,0.00020060258,0.6878226,0.17357081,0.032165833],"study_design_scores_gemma":[0.0011495908,0.00009236912,0.0011057751,0.00010459557,0.000010679369,0.0000097215925,0.011378071,0.5071595,0.000016263157,0.0021447153,0.47676688,0.00006186202],"about_ca_topic_score_codex":0.000039860068,"about_ca_topic_score_gemma":0.000014098927,"teacher_disagreement_score":0.84932655,"about_ca_system_score_codex":0.00035293153,"about_ca_system_score_gemma":0.00017139503,"threshold_uncertainty_score":0.999558},"labels":[],"label_agreement":null},{"id":"W185021232","doi":"10.17705/1jais.00333","title":"Designing Business Models and Similar Strategic Objects: The Contribution of IS","year":2013,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":254,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Strategic planning; Strategic management; Design management; Strategic design; Knowledge management; Computer science; Strategic financial management; Strategic alignment; Process management; Strategic thinking; Management science; Field (mathematics); Information system; Business process modeling; Strategic information system; Business process; Information management; Management information systems; Business; Engineering; Marketing; Work in process","score_opus":0.022033597560933246,"score_gpt":0.2129313424242039,"score_spread":0.19089774486327066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W185021232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6765616,0.0013281652,0.28683695,0.02072827,0.0033553613,0.00273763,0.00003599807,0.00008891631,0.008327081],"genre_scores_gemma":[0.99910784,0.000022284832,0.00005203598,0.0004436237,0.00028362765,0.00001406784,0.0000066636676,0.000005120523,0.000064726664],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986213,0.000020823736,0.0007575229,0.00004072534,0.00044159996,0.00011805991],"domain_scores_gemma":[0.9919252,0.0001000023,0.0032108848,0.00009178481,0.0046651233,0.0000070388805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015630281,0.000089022884,0.00023095756,0.00016727755,0.0002529911,0.000612167,0.00019868188,0.00007595197,0.0000023430114],"category_scores_gemma":[0.00037848228,0.00004940885,0.00011055594,0.0005125944,0.000014864166,0.0044403053,0.000031895637,0.00009003282,0.0000054495194],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017156781,0.00013969264,0.047598258,0.0024087448,0.0013925761,1.709999e-7,0.004265751,0.8223892,0.0017790877,0.09817234,0.018841138,0.0028414999],"study_design_scores_gemma":[0.0016849339,0.000012374412,0.0051345434,0.000413436,0.00048266153,0.000005871998,0.006903263,0.95827645,0.00017782314,0.021867858,0.0048365714,0.00020420366],"about_ca_topic_score_codex":0.00019644668,"about_ca_topic_score_gemma":0.0000033256395,"teacher_disagreement_score":0.32254624,"about_ca_system_score_codex":0.000058159283,"about_ca_system_score_gemma":0.00004789952,"threshold_uncertainty_score":0.59031403},"labels":[],"label_agreement":null},{"id":"W186170389","doi":"","title":"A CAPABILITY MATURITY MODEL OF INFORMATION TECHNOLOGY OUTSOURCING RELATIONSHIPS: A VENDOR PERSPECTIVE","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Outsourcing; Vendor; Process management; Knowledge process outsourcing; Capability Maturity Model; Business; Context (archaeology); Process (computing); Maturity (psychological); Knowledge management; Information technology; Computer science; Marketing","score_opus":0.012432468627660238,"score_gpt":0.21791019252479724,"score_spread":0.205477723897137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W186170389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65809363,0.00006234856,0.2362387,0.028734164,0.011447842,0.0046446105,0.00018394733,0.00030598702,0.060288765],"genre_scores_gemma":[0.9988064,8.02219e-7,0.00059651333,0.00015279549,0.00027366017,0.000020333116,0.00000888728,0.000005553098,0.00013502473],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981714,0.00002715327,0.0010473689,0.00004810884,0.00055172737,0.00015422294],"domain_scores_gemma":[0.99323773,0.00013233454,0.0039651175,0.00021197261,0.0024417765,0.00001104715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037187145,0.000106072795,0.0002507491,0.00066010095,0.00028307093,0.00027918522,0.00033626184,0.00017457444,0.0000022710758],"category_scores_gemma":[0.0041661244,0.00007969606,0.0001979043,0.00051794114,0.000026384432,0.0042247055,0.000077209974,0.0004374508,0.000018416247],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016300709,0.00010289583,0.16143882,0.00095290266,0.00028390315,7.145732e-8,0.008727544,0.26827833,0.00037616913,0.54641813,0.012536877,0.00072134455],"study_design_scores_gemma":[0.003547593,0.00004593053,0.024761444,0.0002744657,0.00040447517,0.00001174388,0.045311704,0.7253599,0.0002034712,0.03770973,0.16193877,0.00043076987],"about_ca_topic_score_codex":0.00009021668,"about_ca_topic_score_gemma":0.000020152987,"teacher_disagreement_score":0.5087084,"about_ca_system_score_codex":0.0003362532,"about_ca_system_score_gemma":0.000070507536,"threshold_uncertainty_score":0.4987541},"labels":[],"label_agreement":null},{"id":"W186834925","doi":"","title":"The CIO Position at the Crossroads: Two Institutional Views of a Management Innovation","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Institutionalisation; Abandonment (legal); Position (finance); Officer; Commission; Business; Extinguishment; Institutional theory; Test (biology); Information exchange; Public administration; Management; Industrial organization; Political science; Engineering; Economics; Finance; Law; Telecommunications","score_opus":0.017066444954995343,"score_gpt":0.25536877827252163,"score_spread":0.2383023333175263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W186834925","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07683096,0.000349783,0.0111494465,0.031829715,0.013840629,0.0050220736,0.00003796526,0.00008432872,0.8608551],"genre_scores_gemma":[0.99382067,0.0000106810985,0.000034059358,0.002290989,0.0006770302,0.000027508046,0.00003626109,0.0000044878057,0.0030983116],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975975,0.000036485337,0.0013624316,0.00005168032,0.0007974057,0.00015450025],"domain_scores_gemma":[0.9929486,0.0000749689,0.004430041,0.00018949219,0.0023521646,0.000004724975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004285461,0.000104663195,0.000160177,0.0003122195,0.0009661987,0.0005573535,0.00039289796,0.000048433027,0.0000031743339],"category_scores_gemma":[0.00031946742,0.000056345358,0.0001544029,0.0011610121,0.000030757405,0.0016967079,0.00008168359,0.00011693963,0.00005218354],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000083735744,0.000029340235,0.00095908385,0.00008655613,0.00010098152,7.0668875e-8,0.00019111858,0.0015048758,0.0000543529,0.9589411,0.031792168,0.0062566395],"study_design_scores_gemma":[0.0015511732,0.000021223961,0.01549567,0.000116359355,0.00009346384,0.00000492887,0.0010636337,0.0024623047,0.00007190883,0.0038273847,0.9751935,0.00009847707],"about_ca_topic_score_codex":0.000006622859,"about_ca_topic_score_gemma":0.000010873995,"teacher_disagreement_score":0.9551137,"about_ca_system_score_codex":0.0005691463,"about_ca_system_score_gemma":0.00003581567,"threshold_uncertainty_score":0.7431317},"labels":[],"label_agreement":null},{"id":"W187284298","doi":"","title":"Reducing medical bankruptcy through crowdfunding: Evidence from giveforward","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bankruptcy; Business; Quarter (Canadian coin); Cover (algebra); Actuarial science; Health insurance; Socioeconomic status; Health care; Internet privacy; Finance; Economics; Computer science; Medicine; Environmental health; Economic growth","score_opus":0.023367436226676988,"score_gpt":0.24831029374214725,"score_spread":0.22494285751547027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W187284298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54865015,0.0006485835,0.25555497,0.023212155,0.03821184,0.0024487982,0.00007845634,0.0003554519,0.1308396],"genre_scores_gemma":[0.9959691,0.000012028669,0.00015373391,0.0008670569,0.002366559,0.000011948025,0.000010634995,0.000013457703,0.0005954598],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970562,0.000033619148,0.0012411923,0.000088933164,0.0013354233,0.00024465114],"domain_scores_gemma":[0.9935162,0.000545756,0.004582833,0.00018835576,0.0011468854,0.000019947402],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0035785788,0.00014472519,0.0003263142,0.00019797872,0.00027852008,0.0010738436,0.0006467631,0.00017047288,0.000016148844],"category_scores_gemma":[0.012722585,0.00010361876,0.00025938594,0.00047163834,0.000022382843,0.010609618,0.00012425202,0.00025564295,0.00016082676],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003897841,0.0001408363,0.22011405,0.0016420643,0.00070374535,0.0000017485916,0.0040879054,0.011123979,0.00058625697,0.273388,0.46883628,0.018985339],"study_design_scores_gemma":[0.0012269309,0.000037815294,0.018234145,0.0024056637,0.00011335297,0.000012648194,0.00060523354,0.025348749,0.0002451001,0.0039733895,0.94751275,0.00028420886],"about_ca_topic_score_codex":0.00027546455,"about_ca_topic_score_gemma":0.000009744119,"teacher_disagreement_score":0.47867647,"about_ca_system_score_codex":0.00049671286,"about_ca_system_score_gemma":0.00008156242,"threshold_uncertainty_score":0.99996316},"labels":[],"label_agreement":null},{"id":"W187701955","doi":"","title":"USER ACCEPTANCE OF CELL PHONE SUPPORT FOR SMOKING CESSATION: A UK - CANADA COMPARATIVE EMPIRICAL INVESTIGATION","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Smoking cessation; Phone; Psychological intervention; Risk perception; Mobile phone; Empirical research; Resistance (ecology); Psychology; Medicine; Perception; Environmental health; Applied psychology; Computer science; Telecommunications; Psychiatry","score_opus":0.12943114389349236,"score_gpt":0.3776037186639311,"score_spread":0.24817257477043875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W187701955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97382265,0.000066794986,0.0053211316,0.000430862,0.008251471,0.001441194,0.00047498953,0.000011697234,0.01017922],"genre_scores_gemma":[0.99743414,9.4171355e-7,0.00025038066,0.0002399171,0.00011968145,0.000070813934,0.000035397843,0.000004940321,0.0018438114],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9979366,0.00012393267,0.0013462834,0.00004805218,0.00038573623,0.00015937178],"domain_scores_gemma":[0.994057,0.00016304635,0.0041732,0.00011760608,0.0014206233,0.000068502624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012329579,0.000082962695,0.00025808605,0.000104783234,0.00014240635,0.000029609997,0.00020821128,0.00011167196,0.00006252302],"category_scores_gemma":[0.00011434718,0.000063611995,0.0001787124,0.0001998629,0.000015100131,0.00063426065,0.000011162193,0.00013153389,0.000005335953],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003669087,0.00013442134,0.4415281,0.0002441593,0.00024003416,1.4935317e-7,0.04153641,0.00018826396,0.00010606401,0.0035334069,0.51177937,0.00034267918],"study_design_scores_gemma":[0.004331032,0.0005205185,0.8222956,0.00019758214,0.00022975427,0.000015727781,0.018387808,0.00029950272,0.004605378,0.00017522644,0.1487157,0.00022619263],"about_ca_topic_score_codex":0.0067116492,"about_ca_topic_score_gemma":0.0044313916,"teacher_disagreement_score":0.38076746,"about_ca_system_score_codex":0.0005843541,"about_ca_system_score_gemma":0.00043643112,"threshold_uncertainty_score":0.9999027},"labels":[],"label_agreement":null},{"id":"W189682188","doi":"","title":"The Effects of Interactivity and Vividness of Functional Control in Changing Web Consumers' Attitudes","year":2003,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Interactivity; Control (management); Product (mathematics); Presentation (obstetrics); Psychology; Computer science; Human–computer interaction; Cognitive psychology; Multimedia; Artificial intelligence; Mathematics","score_opus":0.024312444430376348,"score_gpt":0.3090199757380935,"score_spread":0.28470753130771714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W189682188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99221563,0.00015388007,0.004218031,0.00043068183,0.0023315726,0.00037712062,0.000017683513,0.0000042161673,0.00025119146],"genre_scores_gemma":[0.99968976,0.000012832489,0.000014473387,0.000034769488,0.000011400554,0.000008713266,2.7347505e-7,0.0000017227268,0.0002260603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978812,0.00031010588,0.0009884811,0.000038336726,0.0006849551,0.00009695674],"domain_scores_gemma":[0.9922583,0.0034134195,0.0032215496,0.000117484145,0.00096960546,0.000019647769],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007058918,0.000056180023,0.00024571348,0.00043482453,0.0001280978,0.00008171949,0.00020295217,0.00008672944,0.0000015142551],"category_scores_gemma":[0.0098575745,0.000030623272,0.000114046234,0.00045570862,0.00003912116,0.00076187367,0.000020567359,0.0001369097,0.000001568298],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000083347135,0.000039673603,0.98054105,0.00004808035,0.000082149294,7.003647e-8,0.0010071517,0.00036837198,0.0012200278,0.014517082,0.001074333,0.0010186549],"study_design_scores_gemma":[0.005233352,0.00014373219,0.9473647,0.0002892307,0.00007810549,0.000037661157,0.006503229,0.0026059651,0.0024142372,0.0009880471,0.03422811,0.00011361791],"about_ca_topic_score_codex":0.0000030071449,"about_ca_topic_score_gemma":0.000008170383,"teacher_disagreement_score":0.033176348,"about_ca_system_score_codex":0.00012092095,"about_ca_system_score_gemma":0.0000887315,"threshold_uncertainty_score":0.9984828},"labels":[],"label_agreement":null},{"id":"W190038021","doi":"","title":"How Online Social Networks Create Value for Organizations: A Resource-Based Perspective.","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Concordia University","funders":"","keywords":"Knowledge management; Value (mathematics); Perspective (graphical); Resource (disambiguation); Value network; Computer science; Business; Marketing; Business model","score_opus":0.03500340066267841,"score_gpt":0.27188219024821697,"score_spread":0.23687878958553857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W190038021","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01713392,0.00058826845,0.66740716,0.034462027,0.01519129,0.010327375,0.000394092,0.0003736341,0.25412226],"genre_scores_gemma":[0.991786,0.000006581475,0.00038927858,0.00020037375,0.0014441761,0.00002526402,0.000019920306,0.000011383432,0.0061170226],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986512,0.0001771461,0.00047781563,0.00004783423,0.0004518945,0.0001940772],"domain_scores_gemma":[0.9952234,0.00021739399,0.0018717813,0.00006971934,0.0025762517,0.000041423216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026191804,0.00007874827,0.00018312382,0.00016042501,0.0009652449,0.00042595385,0.00033267986,0.00012578395,0.0000029056644],"category_scores_gemma":[0.0025310956,0.00006123713,0.00020050471,0.00048247815,0.00002424512,0.0010760791,0.00002215108,0.000105146326,0.0000019944257],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021556178,0.00016350693,0.017392972,0.00013378166,0.0005137893,1.2990219e-7,0.13063334,0.005861932,0.0000063202147,0.7814785,0.062452555,0.0011476127],"study_design_scores_gemma":[0.002200084,0.00009649206,0.005395811,0.000093514216,0.00024375074,6.340168e-7,0.096928164,0.016845684,0.000025374446,0.0012723582,0.87669224,0.0002058808],"about_ca_topic_score_codex":0.000067069675,"about_ca_topic_score_gemma":0.000054472195,"teacher_disagreement_score":0.97465205,"about_ca_system_score_codex":0.00095899985,"about_ca_system_score_gemma":0.00017232104,"threshold_uncertainty_score":0.7423981},"labels":[],"label_agreement":null},{"id":"W1907821970","doi":"","title":"Do Social Media Efforts Matter for a Firm's Bottom Line? Evidence from Facebook","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Social media; Enterprise value; Business; Value (mathematics); Affect (linguistics); Marketing; Corporate social responsibility; Economics; Advertising; Public relations; Psychology; Accounting; Political science","score_opus":0.05139665740575196,"score_gpt":0.3098671525197403,"score_spread":0.25847049511398834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1907821970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7233787,0.0010747876,0.009090582,0.049162954,0.07865189,0.011078231,0.0016026691,0.00027776262,0.1256824],"genre_scores_gemma":[0.9951222,0.000012698943,0.00016022575,0.00024916872,0.0027041251,0.00008149836,0.000012753465,0.00000940628,0.0016479527],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99728954,0.00030697574,0.000859671,0.000060941864,0.0012299425,0.00025291523],"domain_scores_gemma":[0.99278796,0.0026251378,0.0024683687,0.0000845008,0.0019004961,0.00013356298],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007273137,0.00010166796,0.00029600775,0.00008914541,0.0004632398,0.00053089386,0.00040007284,0.00022024682,0.0000063330635],"category_scores_gemma":[0.0148507375,0.0000766917,0.0002963378,0.0001824917,0.000035350644,0.0020890764,0.000029216197,0.0001567544,0.000054384993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040507564,0.000047344973,0.07952545,0.00010880351,0.0002815637,1.9701137e-7,0.31424654,0.00024313996,0.0000108726435,0.0062163398,0.5934798,0.0054348833],"study_design_scores_gemma":[0.0015893073,0.0000552019,0.011185692,0.00036311062,0.00011807465,0.0000011437471,0.032505926,0.00013972794,0.000019474179,0.0043145525,0.9494983,0.000209468],"about_ca_topic_score_codex":0.00013961577,"about_ca_topic_score_gemma":0.000062149506,"teacher_disagreement_score":0.35601854,"about_ca_system_score_codex":0.00097563915,"about_ca_system_score_gemma":0.0005206972,"threshold_uncertainty_score":0.9934476},"labels":[],"label_agreement":null},{"id":"W191266118","doi":"10.17705/1jais.00115","title":"How To Build Enterprise Data Models To Achieve Compliance To Standards Or Regulatory Requirements (and share data).","year":2007,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; York University","funders":"","keywords":"Computer science; Ontology; Enterprise data management; Semantic Web; Business rule; Enterprise information system; Knowledge management; Software engineering; Data science; Business process; World Wide Web; Business","score_opus":0.13243791097972865,"score_gpt":0.3481231449114161,"score_spread":0.21568523393168745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W191266118","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006139855,0.0000498507,0.9828597,0.007242606,0.0018819848,0.00077774166,0.00068338576,0.000027411263,0.0003374874],"genre_scores_gemma":[0.97259784,0.000007965384,0.024284381,0.0018940744,0.0002849023,0.00000875959,0.00003077622,0.000007642587,0.0008836585],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976896,0.00005264025,0.00072873326,0.00014174651,0.0011604981,0.00022680483],"domain_scores_gemma":[0.9965619,0.00018854764,0.0010923657,0.0009711716,0.0010394522,0.00014660643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057985736,0.000103633465,0.00024079916,0.00018936869,0.00017664913,0.0008598307,0.0025384359,0.00005990844,3.204734e-7],"category_scores_gemma":[0.0015259291,0.000068578054,0.000036838435,0.000323207,0.0000051320676,0.0057166344,0.0010074576,0.00008541465,0.0000050902936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001194468,0.0000855312,0.0077026454,0.00046399637,0.00049702416,0.0000034244424,0.02254917,0.016396664,0.00034595962,0.016582439,0.8758801,0.058298573],"study_design_scores_gemma":[0.0018214128,0.00055292743,0.014526267,0.001097899,0.00005788998,0.00006352916,0.0041403235,0.093073756,0.0003065773,0.00043659576,0.8835018,0.00042100006],"about_ca_topic_score_codex":0.0000150059805,"about_ca_topic_score_gemma":0.00004487756,"teacher_disagreement_score":0.96645796,"about_ca_system_score_codex":0.0005341165,"about_ca_system_score_gemma":0.00014872593,"threshold_uncertainty_score":0.8291367},"labels":[],"label_agreement":null},{"id":"W191681069","doi":"","title":"Privacy Agents and Ontology for the Semantic Web","year":2004,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Access Control and Trust","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Ontology; Privacy policy; World Wide Web; Information privacy; Privacy by Design; Internet privacy; Semantic Web; XML; Privacy software; Computer security","score_opus":0.02232130311598599,"score_gpt":0.2999254641664695,"score_spread":0.27760416105048347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W191681069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5415612,0.0021358144,0.09622973,0.26344326,0.03717564,0.0133843655,0.00027896653,0.00014036744,0.04565069],"genre_scores_gemma":[0.9986134,0.00004889357,0.00003692164,0.00033751153,0.00035341174,0.000022011878,9.753852e-7,0.0000022829856,0.0005846017],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898714,0.000070223716,0.00043566342,0.00002426709,0.00035318948,0.00012950528],"domain_scores_gemma":[0.9974507,0.00043949886,0.0014613378,0.00005926338,0.0005583868,0.000030795694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023509685,0.000045028144,0.00013048263,0.000048574366,0.0006711185,0.0002431314,0.0002529465,0.00007493758,0.0000010610795],"category_scores_gemma":[0.001526518,0.000024706496,0.00011252652,0.0000983328,0.000024618217,0.0009558749,0.000016447728,0.00006974015,0.0000034601217],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028531285,0.000093442635,0.12633951,0.00027188097,0.00119456,2.7742834e-7,0.105112545,0.010172017,0.00003144843,0.6976205,0.046562016,0.012316496],"study_design_scores_gemma":[0.0026217902,0.000050363193,0.02981985,0.00004791285,0.00011835857,0.00000613394,0.0068130447,0.0013447192,0.000006469651,0.0029149707,0.9561875,0.00006890404],"about_ca_topic_score_codex":0.00014932551,"about_ca_topic_score_gemma":0.00012583542,"teacher_disagreement_score":0.9096255,"about_ca_system_score_codex":0.00031559027,"about_ca_system_score_gemma":0.00018377554,"threshold_uncertainty_score":0.5161769},"labels":[],"label_agreement":null},{"id":"W192677314","doi":"","title":"Design Theory: Supporting the Discovery of Novel Knowledge in Organizations","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Knowledge extraction; Knowledge management; Organizational learning; Computer science; Knowledge organization; Domain knowledge; Knowledge engineering; Context (archaeology); Data science; Artificial intelligence","score_opus":0.020355042028492802,"score_gpt":0.30962041905776216,"score_spread":0.28926537702926935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W192677314","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07127118,0.00012683736,0.86461157,0.0027894585,0.0067690685,0.003892553,0.00017914336,0.000036687365,0.050323475],"genre_scores_gemma":[0.9978854,0.0000050848175,0.00013893905,0.000045226,0.00027151193,0.000018251832,0.000011987837,0.0000048428947,0.0016187269],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972126,0.00044549644,0.0015639472,0.00002901225,0.00057300896,0.00017592152],"domain_scores_gemma":[0.99276435,0.0009266014,0.0044305115,0.00009753438,0.0017647536,0.000016230666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011635887,0.000069170615,0.0001847248,0.00017264418,0.0004979389,0.0002950865,0.00031278137,0.00007874512,0.0000038776166],"category_scores_gemma":[0.0017271255,0.00004273431,0.00010204369,0.0008109504,0.00003764561,0.0028734596,0.000021784124,0.00009144601,0.0000037911393],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033244363,0.00004176569,0.0075033214,0.00005068763,0.00004524522,1.0973636e-8,0.051490802,0.01499571,0.00012637574,0.91917336,0.0063282596,0.00021124395],"study_design_scores_gemma":[0.006563558,0.00017212996,0.026873285,0.00048459484,0.00020976234,0.000016747352,0.45599577,0.007790498,0.0021529468,0.009021646,0.49024883,0.00047021447],"about_ca_topic_score_codex":0.0003043101,"about_ca_topic_score_gemma":0.00010025267,"teacher_disagreement_score":0.9266142,"about_ca_system_score_codex":0.0006108048,"about_ca_system_score_gemma":0.00044778708,"threshold_uncertainty_score":0.40327895},"labels":[],"label_agreement":null},{"id":"W193476993","doi":"","title":"Modeling Utilitarian Consumption Behaviors in Online Shopping: An Expectation Disconfirmation Perspective","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Customer churn and segmentation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Perspective (graphical); Consumption (sociology); Computer science; Psychology; Advertising; Marketing; Human–computer interaction; Artificial intelligence; Business; Aesthetics","score_opus":0.030040640688980793,"score_gpt":0.2887008544489208,"score_spread":0.25866021375994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W193476993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99199003,0.0000074851478,0.003752078,0.0006043918,0.002492804,0.00053786836,0.000014049708,0.00002211579,0.00057918427],"genre_scores_gemma":[0.99894863,0.0000022119302,0.000108025655,0.00014932582,0.00062238507,0.000017729279,0.000102923856,0.000007890475,0.000040866882],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983746,0.00003200278,0.00090649095,0.0000648835,0.0004885367,0.00013350834],"domain_scores_gemma":[0.9969729,0.00004396346,0.0016306128,0.00010840805,0.0012304494,0.000013661977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001255487,0.000101399775,0.00017139237,0.00051064044,0.00017852883,0.0004339012,0.00017943406,0.000109576584,0.000006965987],"category_scores_gemma":[0.00050144875,0.00008104888,0.0001130321,0.00028400737,0.000009421939,0.00777638,0.00001832068,0.00024105374,0.000013035776],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053168566,0.0006918741,0.62852895,0.00051018404,0.00018320783,7.0067415e-7,0.029353315,0.17969812,0.009681331,0.14554821,0.0011961979,0.004076199],"study_design_scores_gemma":[0.003172653,0.000035137502,0.14332333,0.00013681652,0.00014091318,0.000011047423,0.055336177,0.79342246,0.000056862027,0.0007291949,0.0033547287,0.00028069146],"about_ca_topic_score_codex":0.0003884859,"about_ca_topic_score_gemma":0.0006344973,"teacher_disagreement_score":0.61372435,"about_ca_system_score_codex":0.00046072234,"about_ca_system_score_gemma":0.000047172867,"threshold_uncertainty_score":0.5637688},"labels":[],"label_agreement":null},{"id":"W193557480","doi":"","title":"BUILDING THEORY FROM QUANTITATIVE STUDIES , OR , HOW TO FIT SEM MODELS","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Structural equation modeling; Covariance; Computer science; Data modeling; Phenomenon; Econometrics; Data mining; Data science; Mathematics; Machine learning; Statistics; Epistemology","score_opus":0.22260305294255434,"score_gpt":0.43050872456056094,"score_spread":0.2079056716180066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W193557480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5577272,0.0004514101,0.403665,0.029914573,0.0058893696,0.0012196002,0.0002382933,0.0000940781,0.00080047845],"genre_scores_gemma":[0.99257904,0.000011310684,0.0041994154,0.0007825369,0.00010444485,0.000009319302,9.80065e-7,0.0000037504135,0.002309205],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9969639,0.00028433808,0.0011690377,0.000085470245,0.0013372758,0.00015995464],"domain_scores_gemma":[0.9915508,0.0020532927,0.0032864872,0.00024464226,0.002805791,0.000058973463],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00732719,0.00011078321,0.0003840266,0.0004350799,0.00026937298,0.00048631433,0.00073529413,0.00014182669,0.000003403616],"category_scores_gemma":[0.013304091,0.000058760612,0.00022001607,0.0006485639,0.00001502963,0.0027154179,0.000052745207,0.00018278445,0.00003227268],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011256529,0.00010786696,0.008292207,0.000016149559,0.0006942891,0.0000014548434,0.04113567,0.06747215,0.0006145259,0.5650554,0.28633672,0.029147955],"study_design_scores_gemma":[0.0053577716,0.0013992577,0.06497802,0.0007246718,0.0003724586,0.000059813246,0.18020102,0.023404157,0.0013349638,0.41952416,0.30186307,0.00078060915],"about_ca_topic_score_codex":0.0000022654494,"about_ca_topic_score_gemma":0.000003470124,"teacher_disagreement_score":0.43485183,"about_ca_system_score_codex":0.00043320743,"about_ca_system_score_gemma":0.00008265991,"threshold_uncertainty_score":0.9950073},"labels":[],"label_agreement":null},{"id":"W1937371419","doi":"","title":"Factors Affecting the Acceptance of Internet and E-Business Technologies in Atlantic Canada's SMEs: A Structural Equation Model","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cape Breton University","funders":"","keywords":"Structural equation modeling; The Internet; Construct (python library); Business; Technology acceptance model; Knowledge management; Marketing; Small and medium-sized enterprises; Electronic business; Business model; Computer science; Usability; World Wide Web","score_opus":0.08347501448521791,"score_gpt":0.3120820280677405,"score_spread":0.22860701358252258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1937371419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945615,0.00004339346,0.0037602042,0.0007223001,0.0005704837,0.00026124326,0.0000136199305,0.000012222007,0.00005501334],"genre_scores_gemma":[0.9997661,0.000007865119,0.000066336805,0.000018616634,0.000010452082,0.0000034524062,0.0000014515826,0.0000023023156,0.00012343145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979358,0.000084576764,0.0010278717,0.000051373536,0.0007958271,0.00010456739],"domain_scores_gemma":[0.9951881,0.00063373183,0.0030525397,0.0001508656,0.00096285844,0.000011916758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019056706,0.00007744772,0.00023849113,0.00026156206,0.00014484639,0.00008635367,0.00050094974,0.00011381453,6.038692e-7],"category_scores_gemma":[0.0052241473,0.000038096576,0.00006424406,0.0005864142,0.000038400227,0.00092769944,0.00006004435,0.00018150196,3.0750476e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012662394,0.000003145437,0.98378944,0.000011113126,0.0000141157225,7.647952e-8,0.0027760547,0.01056478,0.000015551543,0.0012421143,0.0011392878,0.0004316636],"study_design_scores_gemma":[0.0004834834,0.000017141461,0.9215274,0.00006108619,0.000012117891,0.000023295395,0.015390601,0.061101094,0.00017700427,0.0005968152,0.0005455123,0.00006449068],"about_ca_topic_score_codex":0.0031465867,"about_ca_topic_score_gemma":0.0055000037,"teacher_disagreement_score":0.062262077,"about_ca_system_score_codex":0.00033302934,"about_ca_system_score_gemma":0.0002010755,"threshold_uncertainty_score":0.62541693},"labels":[],"label_agreement":null},{"id":"W194368236","doi":"","title":"EXTENDING FEATURE USAGE: A STUDY OF THE POST-ADOPTION OF ELECTRONIC MEDICAL RECORDS","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Technology acceptance model; Usability; Context (archaeology); Construct (python library); Computer science; Knowledge management; Feature (linguistics); Medical record; Order (exchange); Psychology; Human–computer interaction; Medicine; Business","score_opus":0.05276615579330653,"score_gpt":0.33534175974131686,"score_spread":0.28257560394801035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W194368236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949608,0.00003632432,0.00083554274,0.0007508151,0.0021807733,0.0005577066,0.000017874514,0.000010588624,0.0006496141],"genre_scores_gemma":[0.9989893,0.0000066237076,0.000045447065,0.000060769777,0.00004864636,0.000008406578,7.8923745e-7,0.000003915533,0.00083614176],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99532586,0.00040588714,0.0016603357,0.00006363599,0.0023903144,0.0001539798],"domain_scores_gemma":[0.99013275,0.00036536722,0.0066863247,0.00033607933,0.002441171,0.000038287126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009981005,0.000087015695,0.00032171828,0.00035574572,0.00016809351,0.00005906441,0.0011210724,0.00023902985,0.000018776002],"category_scores_gemma":[0.0063942317,0.0000441182,0.0002860755,0.00077899615,0.000029744262,0.00097045547,0.000091756374,0.0003972969,0.0000072632424],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019494635,0.00031201143,0.96607727,0.00002403487,0.00018391707,1.9034687e-7,0.012473613,0.00021500126,0.00013813698,0.007681263,0.008386675,0.0043129595],"study_design_scores_gemma":[0.0015737816,0.0005014147,0.9663216,0.00009084094,0.00009945036,0.00004671339,0.019131772,0.00048142168,0.00019895274,0.0006852222,0.010791036,0.000077828256],"about_ca_topic_score_codex":0.000029128147,"about_ca_topic_score_gemma":0.000042591124,"teacher_disagreement_score":0.0069960407,"about_ca_system_score_codex":0.00028088415,"about_ca_system_score_gemma":0.00024242412,"threshold_uncertainty_score":0.7654954},"labels":[],"label_agreement":null},{"id":"W195849850","doi":"10.17705/1jais.00268","title":"An Experimental Study of the Effects of Representing Property Precedence on the Comprehension of Conceptual Schemas","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science; Conceptual schema; Schema (genetic algorithms); Comprehension; Conceptual model; Domain model; Rule-based machine translation; Property (philosophy); Semantics (computer science); Natural language processing; Artificial intelligence; Domain knowledge; Programming language; Information retrieval; Psychology; Cognitive psychology; Epistemology","score_opus":0.026216643879738485,"score_gpt":0.25010051436630537,"score_spread":0.22388387048656688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W195849850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99640983,0.000026258425,0.00096942065,0.00007359649,0.0010004613,0.00089231116,0.0000024719388,0.000006417271,0.00061920146],"genre_scores_gemma":[0.9997286,7.947545e-7,0.00013388263,0.00006764566,0.000035549565,0.00001146513,3.0548685e-7,0.000002701986,0.000019018957],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978803,0.00039003906,0.0007976887,0.000056965215,0.00078504015,0.00009000481],"domain_scores_gemma":[0.9947887,0.00041066893,0.0036358724,0.00040132337,0.0007425277,0.000020873866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011800586,0.000078619545,0.00020812108,0.000067038614,0.0001487637,0.000033130375,0.0010083074,0.000044071712,5.12297e-7],"category_scores_gemma":[0.0001846154,0.00003181388,0.00012284065,0.0002873633,0.000027967235,0.0008628531,0.00014233358,0.00011947266,4.7876495e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032409767,0.0019208926,0.09623952,0.0007516345,0.0006047486,1.8219986e-7,0.7800483,0.007790451,0.079638116,0.031330902,0.00055932614,0.000791809],"study_design_scores_gemma":[0.0032628078,0.0035758703,0.077963665,0.0013738358,0.00011100617,0.000013329247,0.103945024,0.020551926,0.7877929,0.00012293976,0.0010883056,0.00019839761],"about_ca_topic_score_codex":0.000118121425,"about_ca_topic_score_gemma":0.0000059893537,"teacher_disagreement_score":0.7081548,"about_ca_system_score_codex":0.00005419361,"about_ca_system_score_gemma":0.00004604379,"threshold_uncertainty_score":0.18737029},"labels":[],"label_agreement":null},{"id":"W195925378","doi":"","title":"UNDERSTANDING THE EVOLUTION OF INFORMATION SYSTEMS RESEARCH FROM THE PERSPECTIVE OF CO-AUTHORSHIP NETWORK: A COMPREHENSIVE DATA ANALYSIS FROM 1993 TO 2012","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scientometrics; Ranking (information retrieval); Social network analysis; Data science; Field (mathematics); Elite; Institution; Perspective (graphical); Information system; Network analysis; Computer science; Phenomenon; Bibliometrics; Sociology; Library science; Social science; Political science; World Wide Web; Information retrieval; Engineering; Social media; Epistemology; Mathematics","score_opus":0.12618587036157858,"score_gpt":0.35791260350538806,"score_spread":0.23172673314380948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W195925378","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018353954,0.0002061055,0.9738946,0.00087386306,0.0006860099,0.0012865305,0.0012128717,0.000013804537,0.0034722572],"genre_scores_gemma":[0.9987416,0.0000035140174,0.00020528481,0.000025244213,0.00069439836,0.000020042175,0.0002690699,0.000005610453,0.00003522154],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.995711,0.0011888945,0.0015112752,0.000085747786,0.0012758091,0.0002272261],"domain_scores_gemma":[0.98886645,0.002948148,0.004705808,0.0007083245,0.002721291,0.000049962757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00827081,0.00012587654,0.0005069507,0.00033886684,0.00045824194,0.0003120369,0.0011047488,0.00008486684,0.00000589731],"category_scores_gemma":[0.0004727798,0.00007251354,0.0003291657,0.0015580768,0.000046990837,0.0016708103,0.00018896104,0.00033871748,0.0000061495025],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019749522,0.000040824056,0.1336128,0.000039454622,0.005685894,9.067377e-9,0.015923083,0.3921939,0.00005159603,0.36455137,0.087414235,0.00028932604],"study_design_scores_gemma":[0.0016334505,0.00019730566,0.10300773,0.0006535294,0.0029833985,9.242378e-7,0.17496364,0.6032588,0.000071553266,0.03999456,0.07287155,0.00036357553],"about_ca_topic_score_codex":0.0066674054,"about_ca_topic_score_gemma":0.00010313673,"teacher_disagreement_score":0.9803877,"about_ca_system_score_codex":0.0012569393,"about_ca_system_score_gemma":0.00013806688,"threshold_uncertainty_score":0.9999473},"labels":[],"label_agreement":null},{"id":"W196791714","doi":"","title":"Continuance Intention to use High Maintenance Information Systems: The Role of Perceived Maintenance Effort","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Continuance; Expectancy theory; Information system; Order (exchange); Relationship maintenance; Computer science; Structural equation modeling; Class (philosophy); Technology acceptance model; Risk analysis (engineering); Knowledge management; Usability; Psychology; Engineering; Business; Social psychology; Human–computer interaction","score_opus":0.02160962307227292,"score_gpt":0.28557959727428883,"score_spread":0.2639699742020159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W196791714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9742565,0.00001805997,0.012475758,0.0023070786,0.008219408,0.0015718696,0.00022117828,0.00004560707,0.0008845416],"genre_scores_gemma":[0.9975321,0.000007739325,0.00029771752,0.00027558397,0.00008150456,0.00005427921,0.000008233986,0.0000068303416,0.0017360115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99491245,0.000178742,0.0027415599,0.00009602732,0.0017977662,0.00027348302],"domain_scores_gemma":[0.9844,0.0006866081,0.007425999,0.0005744006,0.006831217,0.00008180509],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008204071,0.00016423083,0.0004583081,0.00050027395,0.0003104985,0.0007877068,0.0013001615,0.00027207404,0.0000055874607],"category_scores_gemma":[0.0109000625,0.00008869314,0.00033226554,0.0008072901,0.00006254212,0.005033273,0.00010543631,0.00048819638,0.00009798782],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005249984,0.000098777746,0.67053825,0.000079148485,0.00024553444,2.9372399e-7,0.0096775815,0.007986469,0.0044737062,0.22369793,0.073356725,0.009320577],"study_design_scores_gemma":[0.0009400883,0.000084242005,0.56045324,0.00014211731,0.00004319019,0.000047912006,0.009272847,0.0030304098,0.00023662866,0.0006474961,0.42497545,0.00012637288],"about_ca_topic_score_codex":0.00015796782,"about_ca_topic_score_gemma":0.000040534298,"teacher_disagreement_score":0.35161874,"about_ca_system_score_codex":0.00032996893,"about_ca_system_score_gemma":0.00012780968,"threshold_uncertainty_score":0.9974315},"labels":[],"label_agreement":null},{"id":"W198297905","doi":"","title":"Online Information Seeking: Understanding Individual Differences and Search Contexts","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Visual and Cognitive Learning Processes","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; McMaster University","funders":"","keywords":"Information seeking; Information overload; Affect (linguistics); Interdependence; Task (project management); Cognition; Cognitive psychology; Psychology; Computer science; Information seeking behavior; Social psychology; Information retrieval; World Wide Web; Political science; Communication; Engineering","score_opus":0.07594135210861899,"score_gpt":0.34385307793375197,"score_spread":0.267911725825133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W198297905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9269083,0.00037720293,0.04639964,0.004932302,0.0039098794,0.0011291935,0.00028803694,0.00006653973,0.015988896],"genre_scores_gemma":[0.99892277,0.000009146771,0.000017674125,0.00047918613,0.00014939393,0.0000034814034,0.000017706534,0.0000021900662,0.0003984291],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985643,0.00012622327,0.0006378663,0.000032529908,0.0004954719,0.00014362551],"domain_scores_gemma":[0.99744,0.0002531443,0.0015352512,0.000048838614,0.000681856,0.00004091854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013413057,0.0000793295,0.00017570336,0.00019530806,0.00022514114,0.00032915984,0.00015449396,0.00010281411,0.0000043706177],"category_scores_gemma":[0.00047805245,0.000052939737,0.00006981075,0.00018775,0.0000134763395,0.001710731,0.000015973865,0.00020560033,0.000010870741],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009641065,0.0004186008,0.39467075,0.0005509979,0.0015381804,8.131336e-7,0.2176636,0.0010732014,0.00006300284,0.25227422,0.024794823,0.10598772],"study_design_scores_gemma":[0.0034299542,0.0007994485,0.8780842,0.00031349246,0.0001188894,0.000071772636,0.0757324,0.00091658265,0.000021004971,0.0018292874,0.03846357,0.00021939233],"about_ca_topic_score_codex":0.0000067260135,"about_ca_topic_score_gemma":0.0000013783225,"teacher_disagreement_score":0.48341346,"about_ca_system_score_codex":0.0001887956,"about_ca_system_score_gemma":0.000051081573,"threshold_uncertainty_score":0.31740957},"labels":[],"label_agreement":null},{"id":"W198748625","doi":"","title":"Information Technology Training for a Globalized Workforce – Challenges, Tools and Research Directions","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Workforce; Training (meteorology); Knowledge management; Information technology; Computer science; Engineering management; Data science; Engineering; Economic growth; Economics","score_opus":0.06576116801141513,"score_gpt":0.3309104211642808,"score_spread":0.2651492531528657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W198748625","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027210452,0.0013288055,0.7372354,0.06885897,0.06967106,0.012759157,0.00032648604,0.0006072064,0.0820024],"genre_scores_gemma":[0.9807733,0.00019321521,0.016045203,0.00042383833,0.0005305034,0.00074040075,0.00003172451,0.000010868002,0.0012509292],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99745953,0.00010130991,0.0012915023,0.000058376372,0.0008046332,0.00028464376],"domain_scores_gemma":[0.9931113,0.00047515784,0.002199321,0.00025493914,0.0038767054,0.00008256641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006979358,0.00011164064,0.00024442477,0.0007272896,0.0006335233,0.0010157507,0.00065099983,0.00022958362,7.793771e-7],"category_scores_gemma":[0.003185803,0.00008273325,0.00012146468,0.0008460146,0.000025671958,0.006628305,0.000079413534,0.00032945242,0.000014729052],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002071755,0.000019218149,0.00043603466,0.0001343643,0.00008024115,1.558716e-8,0.02739296,0.00012088415,0.000036186528,0.83837086,0.01371607,0.11967244],"study_design_scores_gemma":[0.0009895597,0.000051618663,0.001333027,0.00007719776,0.00000885626,0.00007723163,0.010234141,0.0027339077,0.000077471435,0.0014656412,0.9828446,0.00010674204],"about_ca_topic_score_codex":0.0000034040968,"about_ca_topic_score_gemma":0.0000032016549,"teacher_disagreement_score":0.96912855,"about_ca_system_score_codex":0.00040744044,"about_ca_system_score_gemma":0.00044551727,"threshold_uncertainty_score":0.97949076},"labels":[],"label_agreement":null},{"id":"W202109017","doi":"","title":"External Factors Influencing Mobile Phones Use in Quebec: An Exploratory Study","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Phone; Mobile phone; Sample (material); Exploratory research; Process (computing); Empirical research; Business; Perception; Computer science; Internet privacy; Knowledge management; Telecommunications; Psychology; Sociology","score_opus":0.0774422808990474,"score_gpt":0.3519649666374513,"score_spread":0.2745226857384039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W202109017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997189,0.000016868667,0.0006948132,0.000086594526,0.0013796379,0.0005642651,0.000013211071,0.000025128826,0.000030513265],"genre_scores_gemma":[0.9991977,0.000001480549,0.000046564594,0.00011140135,0.000060870563,0.0000138539335,0.0000012765375,0.0000036268552,0.00056317984],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961523,0.0003704574,0.0017908115,0.00008510636,0.0014362535,0.00016508135],"domain_scores_gemma":[0.9945226,0.0003897384,0.0034205825,0.00030217887,0.0013031603,0.0000617555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005692127,0.00011311227,0.00031789308,0.00070859445,0.0001744116,0.00079076685,0.0006982808,0.00014986635,0.000004041213],"category_scores_gemma":[0.002287146,0.000069739355,0.00015901985,0.0006397218,0.000010713076,0.008009109,0.00003184425,0.00025913914,0.000017192742],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003489948,0.00012581999,0.96790045,0.0000014477359,0.000012077031,4.2078838e-7,0.024750892,0.004562545,0.00014136867,0.00022163498,0.0008550952,0.0013933439],"study_design_scores_gemma":[0.0009868537,0.0002296792,0.9024763,0.000029974193,0.00001483005,0.000004957354,0.09066142,0.0002815493,0.00010376652,0.00019869478,0.004923714,0.00008825669],"about_ca_topic_score_codex":0.00020488045,"about_ca_topic_score_gemma":0.00085903844,"teacher_disagreement_score":0.06591053,"about_ca_system_score_codex":0.00061486755,"about_ca_system_score_gemma":0.00012133359,"threshold_uncertainty_score":0.7625383},"labels":[],"label_agreement":null},{"id":"W203537486","doi":"","title":"INFORMATION OVERLOAD IN USING CONTENT MANAGEMENT SYSTEMS: CAUSES AND CONSEQUENCES","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Information overload; Computer science; Knowledge management; Information system; Order (exchange); Conceptual model; Relation (database); Management information systems; Empirical research; Information management; Information technology; Process management; World Wide Web; Business; Engineering","score_opus":0.2002130469077629,"score_gpt":0.3740309913793668,"score_spread":0.1738179444716039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W203537486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9593243,0.0001535959,0.021902129,0.001344103,0.0063949795,0.002168072,0.00010621808,0.00003089624,0.008575704],"genre_scores_gemma":[0.9988838,0.00002023593,0.0001344623,0.0002909554,0.00006894142,0.00001960115,0.000005338291,0.0000027793658,0.0005738732],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99557114,0.00023883356,0.002244072,0.00005101738,0.0017112669,0.00018365274],"domain_scores_gemma":[0.9934299,0.00048751774,0.0044731274,0.00017928363,0.0013713998,0.00005874565],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008912162,0.000121655954,0.00033222412,0.00076458097,0.00020372814,0.0013875345,0.0004391327,0.000089463545,0.0000022987606],"category_scores_gemma":[0.0016555632,0.00007744425,0.00012989745,0.0005054326,0.000030470961,0.007611116,0.00007450032,0.00011532357,0.000026956965],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003646427,0.000106274434,0.46882442,0.0008311503,0.00048098338,8.74653e-7,0.020737523,0.1385645,0.00014856005,0.31537446,0.040007133,0.014559488],"study_design_scores_gemma":[0.004689454,0.0001502452,0.20386133,0.000530981,0.00016995422,0.00006433146,0.06305016,0.09101564,0.000075459226,0.0010530826,0.6349434,0.00039595793],"about_ca_topic_score_codex":0.000076796736,"about_ca_topic_score_gemma":0.0000067633932,"teacher_disagreement_score":0.59493625,"about_ca_system_score_codex":0.00047998287,"about_ca_system_score_gemma":0.00005165037,"threshold_uncertainty_score":0.9996491},"labels":[],"label_agreement":null},{"id":"W207582034","doi":"","title":"FACTORS AFFECTING THE CHOICE OF HIGH TECH ENGINEERING MAJORS FOR UNIVERSITY WOMEN AND MEN IN BANGLADESH","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Contrast (vision); High tech; Order (exchange); Women entrepreneurs; Psychology; Demography; Demographic economics; Geography; Computer science; Business; Economics; Sociology; Entrepreneurship; Finance","score_opus":0.015698755412457976,"score_gpt":0.22669443593765157,"score_spread":0.2109956805251936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W207582034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99621415,0.000027214963,0.00024631663,0.0003148705,0.00067406247,0.00040821513,0.000023923458,0.000006113408,0.0020851549],"genre_scores_gemma":[0.99954253,0.00001627158,0.00002656439,0.000009140887,0.00008274833,0.0000020892526,0.0000014058736,0.000002171918,0.00031705195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993044,0.00007446756,0.0002757926,0.000023064908,0.00021181334,0.00011044289],"domain_scores_gemma":[0.9982593,0.0004172026,0.00097492157,0.000044948676,0.00027682236,0.000026796424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019657554,0.000042431344,0.00011482892,0.00009399874,0.00026234446,0.000039036822,0.00017378366,0.0000611354,0.0000013563138],"category_scores_gemma":[0.00069961115,0.000027908,0.000055254815,0.00018480427,0.000011339951,0.00078981434,0.000008746444,0.000064485546,1.4039973e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004060819,0.000033902365,0.49898842,0.0001628414,0.00016057477,1.7186935e-8,0.47152063,0.00046964278,0.000017205697,0.026148293,0.002001503,0.0004563548],"study_design_scores_gemma":[0.0009012921,0.000047147783,0.7441591,0.00008165189,0.00003263074,5.834033e-7,0.15933175,0.0001700984,0.00011961443,0.0002979365,0.0947705,0.00008766844],"about_ca_topic_score_codex":0.0011004406,"about_ca_topic_score_gemma":0.00016181952,"teacher_disagreement_score":0.3121889,"about_ca_system_score_codex":0.00059214095,"about_ca_system_score_gemma":0.000096465636,"threshold_uncertainty_score":0.2017768},"labels":[],"label_agreement":null},{"id":"W207605815","doi":"","title":"An Inductive Classification Scheme for Green IT Initiatives","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Green IT and Sustainability","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Documentation; Green computing; Scheme (mathematics); Set (abstract data type); Coherence (philosophical gambling strategy); Knowledge management; Computer science; Business; Sustainable development; Process management; Public relations; Political science; Mathematics","score_opus":0.016040016205684685,"score_gpt":0.26226404064913855,"score_spread":0.24622402444345387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W207605815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9494726,0.000018732251,0.03392463,0.0013693835,0.0062392643,0.0019139954,0.000173801,0.00008149373,0.0068061077],"genre_scores_gemma":[0.99897873,0.0000012505576,0.00044510476,0.000038990485,0.00035179383,0.00004936218,0.000014975489,0.000007304131,0.000112498616],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890876,0.00003725211,0.0006297771,0.00003269999,0.00026900592,0.00012253347],"domain_scores_gemma":[0.9972369,0.00016335615,0.0008874515,0.00013364102,0.0015351853,0.00004346625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015737232,0.00007723265,0.00015435687,0.000112774425,0.00013188104,0.000113423615,0.00020432373,0.00014292767,0.0000016392157],"category_scores_gemma":[0.00055394694,0.00005748887,0.0001269301,0.0001345828,0.000010569469,0.002092986,0.00000625309,0.00020302346,0.0000026193136],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005377065,0.00027440832,0.5580968,0.0025695947,0.0018789597,2.0261555e-7,0.07922549,0.029119806,0.042943276,0.19176483,0.07766162,0.015927304],"study_design_scores_gemma":[0.0036029767,0.00031898948,0.35495076,0.000084642,0.00014459286,0.000015576596,0.026894482,0.21878064,0.002774572,0.0041129794,0.38782027,0.000499518],"about_ca_topic_score_codex":0.000007636432,"about_ca_topic_score_gemma":0.000012448285,"teacher_disagreement_score":0.31015867,"about_ca_system_score_codex":0.00035981397,"about_ca_system_score_gemma":0.000069278605,"threshold_uncertainty_score":0.2344328},"labels":[],"label_agreement":null},{"id":"W207663077","doi":"","title":"The Strategic Role of Information Systems in Supporting Sustainability","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Green IT and Sustainability","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sustainability; Business; Mainstream; Transparency (behavior); Jurisdiction; Task (project management); Set (abstract data type); Sustainability organizations; Corporate governance; Sustainability reporting; Process management; Knowledge management; Computer science; Computer security; Management; Finance; Economics","score_opus":0.009045187826617156,"score_gpt":0.21409268843287163,"score_spread":0.20504750060625448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W207663077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9770415,0.00027439496,0.0016822087,0.00010736315,0.0027251595,0.0019204601,0.000042049607,0.00004811089,0.016158756],"genre_scores_gemma":[0.99984974,0.00000752439,0.000014232713,0.0000041074168,0.000044605105,0.00002925792,0.000003916381,0.0000045062425,0.000042090225],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9973232,0.00012248971,0.0018400119,0.00002561665,0.00045929744,0.00022938589],"domain_scores_gemma":[0.9955824,0.00021743009,0.002127237,0.00017935637,0.0018574242,0.00003617178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00519716,0.00009676247,0.00024356104,0.00015913587,0.00012289836,0.00015136349,0.0003004858,0.00011979529,6.616449e-7],"category_scores_gemma":[0.0008458342,0.000061128085,0.00015273225,0.00030257166,0.000017204795,0.0022005287,0.000021291582,0.00019587245,0.0000020579812],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032654562,0.00009047643,0.38970095,0.0044362443,0.0004594363,3.6889094e-7,0.064616546,0.34046242,0.00009176955,0.19103247,0.0020651717,0.006717604],"study_design_scores_gemma":[0.0030620447,0.00028747306,0.19386289,0.0002871413,0.00012453277,0.00003425395,0.47076353,0.24320914,0.0007688104,0.015373746,0.07173354,0.000492887],"about_ca_topic_score_codex":0.00018042543,"about_ca_topic_score_gemma":0.000017152599,"teacher_disagreement_score":0.406147,"about_ca_system_score_codex":0.0012838428,"about_ca_system_score_gemma":0.00018502395,"threshold_uncertainty_score":0.33572045},"labels":[],"label_agreement":null},{"id":"W2100189818","doi":"10.17705/1jais.00180","title":"A Two-Process View of Trust and Distrust Building in Recommendation Agents: A Process-Tracing Study","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":113,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Memorial University of Newfoundland","funders":"","keywords":"Distrust; Context (archaeology); Variance (accounting); Process tracing; Process (computing); Process theory; Causality (physics); Psychology; Social psychology; Computer science; Knowledge management; Business; Marketing; Political science; Work in process","score_opus":0.03212400893572174,"score_gpt":0.301320787516711,"score_spread":0.2691967785809892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100189818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99707884,0.000021701193,0.00025591886,0.0003596298,0.00047450128,0.00053855835,0.0000066002194,0.000008705232,0.00125553],"genre_scores_gemma":[0.9995473,0.0000054927405,0.000012244477,0.00019016888,0.00019488027,0.0000164577,0.0000075647913,0.0000050038398,0.000020879042],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983328,0.0000393017,0.0010694122,0.000049926395,0.00039892772,0.00010962509],"domain_scores_gemma":[0.9958221,0.000077242235,0.0032427504,0.00006636703,0.0007828915,0.000008648135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025339373,0.000083144856,0.00026397422,0.00026694054,0.00018772834,0.00015301503,0.0001610322,0.00004510491,0.0000038708286],"category_scores_gemma":[0.00044856194,0.00006428091,0.00006667684,0.00053431257,0.00000775286,0.0038348401,0.000027629852,0.000121324905,0.0000021943515],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012246778,0.0001849506,0.97543323,0.0019238136,0.00011448605,3.1723948e-7,0.013424748,0.005309653,0.000010377923,0.001217262,0.00039366048,0.0018650128],"study_design_scores_gemma":[0.012484594,0.00013777561,0.7597088,0.0016118074,0.00037598037,0.000050432598,0.14874582,0.0504591,0.00007490487,0.0009883137,0.024795983,0.0005664801],"about_ca_topic_score_codex":0.00018249174,"about_ca_topic_score_gemma":0.000040654348,"teacher_disagreement_score":0.21572444,"about_ca_system_score_codex":0.00014497238,"about_ca_system_score_gemma":0.000035854046,"threshold_uncertainty_score":0.27801666},"labels":[],"label_agreement":null},{"id":"W2108516187","doi":"","title":"Mentoring and IT Education: Program Planning and Evaluation","year":2004,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Bridge (graph theory); Process (computing); Knowledge management; Computer science; Engineering management; Medical education; Engineering","score_opus":0.04286428410049064,"score_gpt":0.3818615250453415,"score_spread":0.33899724094485084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108516187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.871684,0.0031512189,0.0016619498,0.0074580456,0.04594968,0.0048310165,0.000013860443,0.00006560312,0.0651846],"genre_scores_gemma":[0.9974002,0.000011491493,0.00035149092,0.0001234418,0.00038705557,0.00015781168,0.0000045174306,0.0000037965053,0.0015601725],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998871,0.000056754358,0.00051565224,0.000038823357,0.0004066599,0.00011110893],"domain_scores_gemma":[0.9981953,0.00007246435,0.001221717,0.000052682924,0.00041090217,0.000046942747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003108962,0.00005580832,0.00010234151,0.00009253652,0.00013335113,0.00012786216,0.00007145299,0.000073521194,0.0000018169583],"category_scores_gemma":[0.00031679883,0.000040699742,0.00002949972,0.00008627562,0.0000053784943,0.0005072019,0.0000138823,0.000100621706,0.0000035662158],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002036811,0.00031147053,0.21160248,0.00059298443,0.001274835,2.831429e-7,0.23193699,0.007810883,0.00014558922,0.06405546,0.10010296,0.3819624],"study_design_scores_gemma":[0.0024247188,0.00010711647,0.0644311,0.00047216902,0.00010506321,0.00005755016,0.0146932015,0.00019203355,0.000054276665,0.00048298165,0.9168625,0.00011727764],"about_ca_topic_score_codex":0.0000082355145,"about_ca_topic_score_gemma":1.6505146e-7,"teacher_disagreement_score":0.8167595,"about_ca_system_score_codex":0.00051536784,"about_ca_system_score_gemma":0.00013371723,"threshold_uncertainty_score":0.16596873},"labels":[],"label_agreement":null},{"id":"W2109414385","doi":"","title":"BANKING TECHNOLOGY TO SCALE MICROFINANCE : THE CASE OF CORRESPONDENT BANKING IN BRAZIL","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Microfinance; Financial services; Information and Communications Technology; Business; Population; Retail banking; Business model; Financial inclusion; Mobile banking; Conceptual framework; Loan; Finance; Marketing; Computer science; Economics; Economic growth","score_opus":0.015120209044191512,"score_gpt":0.2405909741009561,"score_spread":0.22547076505676458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109414385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863216,0.0007517879,0.006814811,0.0015666039,0.001841533,0.0005247269,0.00008220954,0.0000054399243,0.0020912332],"genre_scores_gemma":[0.9989395,0.00008271357,0.00017267441,0.00019929478,0.00008421266,0.000016282835,0.0000012905338,0.000005922276,0.0004981016],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981447,0.000027354354,0.0015000473,0.00006621758,0.00008539432,0.00017632011],"domain_scores_gemma":[0.9959632,0.00010438087,0.0033857205,0.00018736752,0.0003419758,0.000017356857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023660918,0.000084139494,0.00035429554,0.0004981383,0.0002759916,0.00004000548,0.00035389687,0.0001385895,0.0000036719873],"category_scores_gemma":[0.00055521884,0.000064304935,0.00015363631,0.000787399,0.000022878683,0.00058613915,0.00008041318,0.00018428917,0.000027075988],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029177158,0.00015125687,0.7170787,0.00021634574,0.000110274195,0.000020089397,0.029814163,0.011910152,0.0012602302,0.2052671,0.029247802,0.0046321535],"study_design_scores_gemma":[0.0039542206,0.00034592111,0.16403474,0.0007215857,0.00002943492,0.0019043596,0.0039531044,0.0030546978,0.0051629636,0.0104000205,0.80591226,0.0005266645],"about_ca_topic_score_codex":0.00015369192,"about_ca_topic_score_gemma":0.000042667078,"teacher_disagreement_score":0.7766645,"about_ca_system_score_codex":0.0005394691,"about_ca_system_score_gemma":0.000062225416,"threshold_uncertainty_score":0.26222792},"labels":[],"label_agreement":null},{"id":"W2111158437","doi":"","title":"THE EFFECTS OF CULTURE IN COMPUTER-MEDIATED NEGOTIATIONS","year":2003,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Conflict Management and Negotiation","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Negotiation; Moderation; Context (archaeology); The Internet; Hofstede's cultural dimensions theory; Social psychology; Public relations; Political science; Business; Sociology; Psychology; Knowledge management; Computer science; World Wide Web; Law","score_opus":0.006750865211130374,"score_gpt":0.24657963805289287,"score_spread":0.2398287728417625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111158437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61172694,0.0035342353,0.060321845,0.023697244,0.09030394,0.01921163,0.000106256135,0.00020373928,0.19089416],"genre_scores_gemma":[0.9984108,0.00013398193,0.000040662013,0.00007463845,0.00014078773,0.000012257116,0.0000029500518,0.0000023146729,0.0011815993],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983458,0.00034717043,0.00063001993,0.000023477973,0.0005326828,0.00012088299],"domain_scores_gemma":[0.9962322,0.0010107935,0.0020070164,0.00007177684,0.0006548655,0.000023351302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030085887,0.000048063834,0.00012509024,0.00010572587,0.0003522012,0.00014981294,0.0002067573,0.00007568018,8.1658425e-7],"category_scores_gemma":[0.0038191602,0.000029581566,0.00011310392,0.00043131167,0.000016916529,0.0007801936,0.000009829134,0.00009118892,0.000004057814],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070854054,0.00014822614,0.14848296,0.0004033106,0.00048521414,2.1332309e-7,0.20065315,0.0075993794,0.00017652767,0.56190056,0.0731629,0.0069167144],"study_design_scores_gemma":[0.0010725597,0.0000532823,0.019867716,0.00009411793,0.00003554341,4.4451141e-7,0.003992362,0.00090242975,0.00006460261,0.00031237942,0.9735444,0.000060130056],"about_ca_topic_score_codex":0.00005353341,"about_ca_topic_score_gemma":0.000114705246,"teacher_disagreement_score":0.9003815,"about_ca_system_score_codex":0.00036834757,"about_ca_system_score_gemma":0.00011299338,"threshold_uncertainty_score":0.45721674},"labels":[],"label_agreement":null},{"id":"W2111446649","doi":"","title":"Negotiation Support Systems and Software Agents in E-Business Negotiations","year":2001,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Negotiation; Software agent; Computer science; Software; Knowledge management; Mediation; Software system; Process management; Software engineering; Autonomous agent; Decision support system; Human–computer interaction; Business; Artificial intelligence; Political science","score_opus":0.026459437796550758,"score_gpt":0.26064565727785455,"score_spread":0.2341862194813038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111446649","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10130198,0.00035096976,0.8741991,0.0031919219,0.016198173,0.0028632649,0.000060896862,0.000117069416,0.0017166486],"genre_scores_gemma":[0.9981813,0.000076338416,0.000484607,0.00013881687,0.00025264357,0.00004050689,0.000017037288,0.000008211161,0.0008005704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99719656,0.0002038884,0.0014588129,0.000104061706,0.0008048188,0.00023186933],"domain_scores_gemma":[0.9947814,0.00025238516,0.0032858253,0.00024935254,0.001358912,0.00007214484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024464794,0.00014173906,0.00031523182,0.00043540643,0.00023083131,0.0006753682,0.00047858898,0.00015488539,0.000001346898],"category_scores_gemma":[0.0009375755,0.00010801669,0.00011228238,0.00082455744,0.000007643649,0.0046833684,0.00006541337,0.00013684324,0.00001613297],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068019166,0.00017699251,0.773776,0.0006495941,0.00026430364,0.0000028397908,0.011777132,0.12518223,0.00010582454,0.047146443,0.036254253,0.004596349],"study_design_scores_gemma":[0.0033438348,0.000091113136,0.65707374,0.00034667843,0.000050483708,0.00019795746,0.0009434286,0.123936124,0.000023702134,0.00016204639,0.2135167,0.00031419817],"about_ca_topic_score_codex":0.000120112876,"about_ca_topic_score_gemma":0.000017444427,"teacher_disagreement_score":0.8968793,"about_ca_system_score_codex":0.0007074179,"about_ca_system_score_gemma":0.00016276485,"threshold_uncertainty_score":0.6512591},"labels":[],"label_agreement":null},{"id":"W2111991673","doi":"10.17705/1jais.00094","title":"Consumer Adoption of Net-Enabled Infomediaries: Theoretical Explanations and an Empirical Test","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Function (biology); E-commerce; Technology acceptance model; Business; Marketing; Transaction cost; Database transaction; Test (biology); Computer science; Usability; World Wide Web; Database","score_opus":0.011805381979021748,"score_gpt":0.28718620308760145,"score_spread":0.2753808211085797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111991673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81170887,0.00018965392,0.002385829,0.007099953,0.005374185,0.0016191399,0.0002767573,0.00007951206,0.17126608],"genre_scores_gemma":[0.9990178,0.00002109899,0.0000834548,0.00006272928,0.0004233098,0.000008343201,0.000014317365,0.0000032784585,0.00036572013],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821705,0.00023452764,0.0007157193,0.000032960903,0.00066286616,0.00013690951],"domain_scores_gemma":[0.99569434,0.001613186,0.0014504831,0.00005965579,0.0011179243,0.00006442337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035523113,0.000058344358,0.00018267173,0.000109784836,0.0003082888,0.00025254014,0.00014354866,0.00013614968,0.0000028450324],"category_scores_gemma":[0.007204161,0.000042917374,0.000083889834,0.00023344196,0.00015020517,0.0013896739,0.000012698874,0.00009998907,0.0000023886473],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000778155,0.00013740163,0.3279585,0.00009129952,0.00007700333,1.2422787e-7,0.028601544,0.00031172283,0.000026408894,0.6146279,0.026269956,0.0018203085],"study_design_scores_gemma":[0.0030910296,0.00035970533,0.1714186,0.00028951402,0.0002239125,0.000009179094,0.06889529,0.0019060789,0.00005618463,0.022166733,0.7312185,0.00036526707],"about_ca_topic_score_codex":0.00009497886,"about_ca_topic_score_gemma":0.00004937557,"teacher_disagreement_score":0.70494854,"about_ca_system_score_codex":0.00023168803,"about_ca_system_score_gemma":0.0002237839,"threshold_uncertainty_score":0.8624574},"labels":[],"label_agreement":null},{"id":"W2112709363","doi":"","title":"The Role of ES Implementation in IJV Development: Exploring the Relationship","year":2004,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Construct (python library); International joint venture; Business; Process management; Computer science; Knowledge management; Joint venture; Risk analysis (engineering); Management science; Economics; Business administration","score_opus":0.03069841442570096,"score_gpt":0.2503443726762457,"score_spread":0.21964595825054475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112709363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88963777,0.0002671976,0.0017751034,0.007095003,0.0077022375,0.0029908333,0.000007775483,0.000048540456,0.09047557],"genre_scores_gemma":[0.9993811,0.000003958574,0.000035047764,0.0001423346,0.00026313995,0.000054813212,0.0000076005153,0.0000047371686,0.0001072416],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982694,0.000025709123,0.0010736932,0.000031158463,0.0004753357,0.00012470654],"domain_scores_gemma":[0.9962644,0.00017959054,0.00261997,0.00009945548,0.00083275547,0.0000038093717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034820961,0.0000669636,0.00010694665,0.00024406545,0.0004468973,0.00033272986,0.00027917803,0.000029083165,8.1783367e-7],"category_scores_gemma":[0.0006107062,0.000037776463,0.00007748549,0.000621918,0.00000998699,0.0020540424,0.00005064809,0.00010897852,0.000020324102],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002138503,0.000013837125,0.08519619,0.000056988585,0.000056637014,1.6593523e-8,0.0022930973,0.0017764685,0.000014792006,0.9053158,0.0004186679,0.0048361067],"study_design_scores_gemma":[0.002010047,0.000011555309,0.30419004,0.00018676347,0.00005538888,0.0000012917898,0.044093452,0.0004944383,0.00037138542,0.010813672,0.63764304,0.00012894768],"about_ca_topic_score_codex":0.000031562206,"about_ca_topic_score_gemma":0.000093047616,"teacher_disagreement_score":0.89450216,"about_ca_system_score_codex":0.00039615182,"about_ca_system_score_gemma":0.00006699475,"threshold_uncertainty_score":0.34372178},"labels":[],"label_agreement":null},{"id":"W2114538668","doi":"10.17705/1jais.00259","title":"Health Care IT: Process, People, Patients and Interdisciplinary Considerations","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":92,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Process (computing); Health care; Health informatics; Information system; Computer science; Psychology; Knowledge management; Nursing; Medicine; Engineering; Political science; Public health","score_opus":0.03627749773768971,"score_gpt":0.3910582176496709,"score_spread":0.35478071991198123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114538668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75053066,0.0025455311,0.005139307,0.051192734,0.05106764,0.028524844,0.0012262929,0.00027657222,0.1094964],"genre_scores_gemma":[0.9979056,0.000021154034,0.00008886608,0.0012359056,0.00024236416,0.0001262591,0.000018445087,0.0000115003695,0.0003498661],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99636024,0.0006009011,0.002109854,0.00006558384,0.00050556567,0.00035784396],"domain_scores_gemma":[0.9906821,0.000516059,0.005815968,0.00013728606,0.0027189262,0.00012960918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028411255,0.000115667885,0.000411682,0.00017620556,0.0012954492,0.000039092385,0.00014998822,0.00017328549,0.0000074478776],"category_scores_gemma":[0.0011491618,0.00007969259,0.00009945715,0.00018825667,0.000010847337,0.0011206982,0.00006673206,0.00044452495,0.000022973978],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010216364,0.000050096914,0.44878325,0.0028391215,0.00013158387,4.927138e-8,0.39857945,0.00004037566,7.3237123e-7,0.0055465493,0.14325817,0.00066846045],"study_design_scores_gemma":[0.008872935,0.0016090313,0.51845634,0.0028105266,0.00014736154,0.0000554629,0.3133969,0.00066894374,0.000014926397,0.0018333554,0.151635,0.00049922435],"about_ca_topic_score_codex":0.00012314822,"about_ca_topic_score_gemma":0.00037974797,"teacher_disagreement_score":0.24737497,"about_ca_system_score_codex":0.0018750603,"about_ca_system_score_gemma":0.001481723,"threshold_uncertainty_score":0.9963679},"labels":[],"label_agreement":null},{"id":"W2114823997","doi":"","title":"A SURVEY OF ONLINE PURCHASING DECISION FACTORS AND SHOPPING AND PURCHASING BEHAVIORS OF UNIVERSITY STUDENTS","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Purchasing; Quarter (Canadian coin); Advertising; Business; Marketing; Census; Population; Purchasing decision; Consumer behaviour; Geography; Sociology; Demography","score_opus":0.02211968846957681,"score_gpt":0.255792407139086,"score_spread":0.2336727186695092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114823997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983332,0.000044034812,0.0009702215,0.000024098657,0.00034597592,0.00018294337,0.000029671814,0.0000036098215,0.00006623162],"genre_scores_gemma":[0.99985117,0.0000069515086,0.00004798012,0.0000063511097,0.000041437404,1.5236829e-7,0.000014596111,0.0000035953153,0.000027766811],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988401,0.000043463333,0.00059461006,0.000035753663,0.0004103811,0.00007569325],"domain_scores_gemma":[0.99651116,0.00029436508,0.0023381182,0.000055880195,0.0007932967,0.000007151462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002357769,0.00006777822,0.0002104357,0.00029753806,0.00013054757,0.00013592088,0.00012810013,0.00005252578,5.3310816e-7],"category_scores_gemma":[0.0005179119,0.000052149437,0.00006461923,0.00025925998,0.000014465006,0.0012257887,0.00008275987,0.00006607663,8.792272e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052859006,0.000020226456,0.997448,0.0000750654,0.000020527375,4.590378e-8,0.00014085349,0.00014654231,0.0001640819,0.000054078326,0.000055762313,0.0018219092],"study_design_scores_gemma":[0.00070512446,0.000008712313,0.99592894,0.00017970668,0.00009845263,0.000001390176,0.0011515717,0.0005244066,0.000019643332,0.000008349877,0.0013239231,0.000049778366],"about_ca_topic_score_codex":0.0012313287,"about_ca_topic_score_gemma":0.00017447288,"teacher_disagreement_score":0.0023289102,"about_ca_system_score_codex":0.00007585368,"about_ca_system_score_gemma":0.000021367541,"threshold_uncertainty_score":0.21265922},"labels":[],"label_agreement":null},{"id":"W2114830507","doi":"","title":"An Empirical Study of Consumer Satisfaction with Online Health Information Retrieval","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Dalhousie University","funders":"","keywords":"Consumer satisfaction; Quality (philosophy); The Internet; Psychology; Structural equation modeling; Variance (accounting); Field (mathematics); Empirical research; Knowledge management; Marketing; Applied psychology; Computer science; Business; World Wide Web; Statistics; Mathematics","score_opus":0.057650664493618026,"score_gpt":0.3885204677874637,"score_spread":0.33086980329384563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114830507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912728,0.0000146547145,0.006049057,0.0008466483,0.00088898337,0.0007268291,0.00010452095,0.000025643461,0.000070840746],"genre_scores_gemma":[0.9994318,0.0000024894825,0.00024292992,0.00014111715,0.000066080036,0.000003646873,0.000019668892,0.0000037569125,0.00008854922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949073,0.0003519096,0.0024956113,0.0000621206,0.0020372958,0.00014575571],"domain_scores_gemma":[0.987951,0.00030435025,0.008256467,0.00029737866,0.003137919,0.000052927604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005470274,0.0001043391,0.0003807879,0.00060115807,0.00023125096,0.00025779594,0.0003889268,0.00014490497,0.0000035336764],"category_scores_gemma":[0.0010537783,0.000060554175,0.00011349893,0.0008474067,0.000023267121,0.0039718766,0.000021717347,0.00023158613,0.000010707342],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019214152,0.00017568546,0.9790546,0.000010086584,0.000037792586,4.612944e-8,0.0024536324,0.006050367,0.000011924264,0.0003149799,0.010079977,0.0016188063],"study_design_scores_gemma":[0.0023213872,0.0008406713,0.9598411,0.000025133082,0.000036317502,0.000024826892,0.018424967,0.001261642,0.000023656896,0.00013246175,0.016992565,0.000075324366],"about_ca_topic_score_codex":0.0002074496,"about_ca_topic_score_gemma":0.00020472435,"teacher_disagreement_score":0.019213516,"about_ca_system_score_codex":0.0004525091,"about_ca_system_score_gemma":0.00024860766,"threshold_uncertainty_score":0.28795144},"labels":[],"label_agreement":null},{"id":"W2115588921","doi":"","title":"INTRODUCTION TO THE SPECIAL ISSUE ON NOVEL PERSPECTIVES ON TRUST IN INFORMATION SYSTEMS","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Distrust; Publication; Multitude; Novelty; Construct (python library); Field (mathematics); Engineering ethics; Psychology; Computer science; Data science; Sociology; Political science; Social psychology; Law","score_opus":0.027365711850874355,"score_gpt":0.31631415915544453,"score_spread":0.2889484473045702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115588921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7505957,0.0000239951,0.009602284,0.11654486,0.09308439,0.0050896304,0.00038148885,0.0001247828,0.024552876],"genre_scores_gemma":[0.9893842,0.0000028558984,0.000073140254,0.00044545386,0.007776693,0.000045946334,0.0000058208393,0.0000061519304,0.0022597816],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957877,0.00016971187,0.0017852145,0.00010775565,0.001943831,0.0002058018],"domain_scores_gemma":[0.9935477,0.000522074,0.0033393805,0.0004742304,0.0020547793,0.00006185163],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0092162015,0.00014509584,0.00030646732,0.0010495819,0.00033746634,0.00088228594,0.0009032628,0.00026035632,0.000024619325],"category_scores_gemma":[0.010372768,0.00007963819,0.00019362658,0.0010689811,0.000025839434,0.0025752925,0.00004743941,0.0006928838,0.0006186425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005141771,0.00018999429,0.018009646,0.000018180228,0.0000726693,1.5063318e-7,0.026295735,0.06929675,0.00021254139,0.16266342,0.71420336,0.00852339],"study_design_scores_gemma":[0.0008826589,0.0001512793,0.05263998,0.000028445531,0.000012531333,0.000022149025,0.025321107,0.0013376173,0.00007350828,0.000076482924,0.9193577,0.000096501],"about_ca_topic_score_codex":0.000019815672,"about_ca_topic_score_gemma":0.000020807802,"teacher_disagreement_score":0.23878846,"about_ca_system_score_codex":0.000689344,"about_ca_system_score_gemma":0.000103101294,"threshold_uncertainty_score":0.9979633},"labels":[],"label_agreement":null},{"id":"W2115787447","doi":"","title":"Investigating the Role of Presence in Collaborative Online Shopping","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Continuance; Context (archaeology); Relevance (law); Affect (linguistics); Social media; Computer science; Empirical research; Consumer behaviour; Advertising; Internet privacy; Psychology; World Wide Web; Business; Social psychology","score_opus":0.03772632998385889,"score_gpt":0.3311716496732462,"score_spread":0.2934453196893873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115787447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99404114,0.00014890652,0.00070465094,0.0025976857,0.00088507315,0.00044128607,0.00007410213,0.0000096992535,0.0010974556],"genre_scores_gemma":[0.9993021,0.0000025102952,0.00024126258,0.000062226296,0.0000662791,0.000007328825,0.0000023963064,0.000002203528,0.000313688],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968941,0.00024930487,0.0016260258,0.00004401865,0.0010805061,0.000106048756],"domain_scores_gemma":[0.99170846,0.0011711505,0.004920296,0.00017488589,0.0020085343,0.000016703267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005619514,0.0000616113,0.00021433631,0.00028610392,0.00013808449,0.00016042568,0.0006183853,0.00010584511,0.0000014763192],"category_scores_gemma":[0.0073671537,0.000032519412,0.00010661389,0.0010923144,0.000037018912,0.0011332389,0.00004862377,0.0001973429,0.000003875134],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012132955,0.000032449814,0.9456754,0.0000062659506,0.000015993777,3.999372e-8,0.0029860656,0.022020752,0.00070557336,0.019099897,0.008472746,0.0009726839],"study_design_scores_gemma":[0.0014669871,0.00007650438,0.7695029,0.00022655704,0.000033704047,0.000016573753,0.06128557,0.01987725,0.0014994859,0.012244707,0.13363121,0.00013858582],"about_ca_topic_score_codex":0.000033725093,"about_ca_topic_score_gemma":0.00006111763,"teacher_disagreement_score":0.17617254,"about_ca_system_score_codex":0.00019522577,"about_ca_system_score_gemma":0.00014369747,"threshold_uncertainty_score":0.88197035},"labels":[],"label_agreement":null},{"id":"W2120013652","doi":"","title":"IDENTIFYING SOCIAL COMPUTING DIMENSIONS : A MULTIDIMENSIONAL SCALING STUDY","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Popularity; Computer science; Multidimensional scaling; Data science; Social computing; Knowledge management; Scaling; Convergence (economics); Management science; Psychology; Machine learning; Social media; World Wide Web; Mathematics; Social psychology; Engineering","score_opus":0.039929480422707435,"score_gpt":0.336582379154301,"score_spread":0.29665289873159356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120013652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9504005,0.000087507186,0.008309927,0.0024216566,0.008321244,0.0021697748,0.000008475456,0.00008776806,0.028193181],"genre_scores_gemma":[0.99839324,0.0000017688926,0.00014322092,0.00009298009,0.0006422503,0.000002142363,0.0000014933361,0.0000029358312,0.00071998104],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99782217,0.00025117173,0.0007736436,0.000045009896,0.00091440504,0.00019360559],"domain_scores_gemma":[0.99692565,0.00021703573,0.0018215169,0.00005734516,0.0009373969,0.00004103488],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005496762,0.00006998604,0.00018993602,0.0001752208,0.0016558875,0.00036989944,0.0002396695,0.000066795095,0.0000016112026],"category_scores_gemma":[0.0009237696,0.000054075845,0.00018956616,0.00033142552,0.000010340509,0.001192474,0.000040623425,0.00014581213,0.000011189087],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012457478,0.00053795584,0.13251004,0.00009586708,0.00071489514,0.0000013325762,0.626536,0.009552862,0.00021938549,0.17986946,0.03500458,0.014833063],"study_design_scores_gemma":[0.0063279285,0.00023586313,0.33625713,0.00043105218,0.0004696237,0.0000055635805,0.37365937,0.016294977,0.00004428228,0.0014769629,0.26422715,0.00057008624],"about_ca_topic_score_codex":0.000038653725,"about_ca_topic_score_gemma":0.000017405637,"teacher_disagreement_score":0.2528766,"about_ca_system_score_codex":0.0005602842,"about_ca_system_score_gemma":0.00008235399,"threshold_uncertainty_score":0.9996438},"labels":[],"label_agreement":null},{"id":"W2123276406","doi":"10.17705/1jais.00124","title":"Veni, Vidi, Vici: Breaking the TAM Logjam","year":2007,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":240,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Blessing; Curse; Field (mathematics); Epistemology; Computer science; Order (exchange); Perplexity; Sociology; Artificial intelligence; Philosophy; Mathematics; Theology; Economics","score_opus":0.05634962424611254,"score_gpt":0.3576207847220002,"score_spread":0.30127116047588764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123276406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83817774,0.00025559153,0.10651375,0.017829051,0.020374723,0.0016218273,0.00008333131,0.0001271155,0.015016853],"genre_scores_gemma":[0.99719584,0.000003428824,0.0001024307,0.0005625227,0.0002509135,0.0000050114645,0.0000013401599,0.00000460851,0.0018739157],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99602234,0.00016053152,0.0017671181,0.000060853952,0.0017543468,0.00023479249],"domain_scores_gemma":[0.9911899,0.001309164,0.0051258467,0.00032632038,0.0019976906,0.000051067575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02012371,0.00009296277,0.00023476627,0.00035278677,0.00045584742,0.00044536366,0.0010561204,0.00019935238,0.000008165957],"category_scores_gemma":[0.005601057,0.000045948706,0.00030186446,0.0007364686,0.000030009,0.0013174595,0.00006854648,0.0003155284,0.0001039232],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022115497,0.00009614791,0.64850885,0.000023390385,0.000249922,0.0000013589979,0.009608196,0.004794329,0.0004258341,0.062500246,0.24558483,0.02798572],"study_design_scores_gemma":[0.00072501047,0.000046194953,0.27082235,0.00003289051,0.000038847607,0.00006785148,0.0056860847,0.00048136222,0.00025199613,0.0013786363,0.7203846,0.00008417643],"about_ca_topic_score_codex":0.000008395828,"about_ca_topic_score_gemma":0.000011869458,"teacher_disagreement_score":0.47479978,"about_ca_system_score_codex":0.0004622698,"about_ca_system_score_gemma":0.000099845995,"threshold_uncertainty_score":0.6974517},"labels":[],"label_agreement":null},{"id":"W2124196018","doi":"","title":"IMPACTS OF IMPLEMENTING ENTERPRISE CONTENT MANAGEMENT SYSTEMS","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Workflow; Computer science; Process management; Domain (mathematical analysis); Knowledge management; Business; Database","score_opus":0.016942698996935797,"score_gpt":0.23331217668278587,"score_spread":0.21636947768585008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124196018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9419516,0.00022281104,0.02536047,0.0015786677,0.012144354,0.0016282161,0.000055636076,0.00007384782,0.01698442],"genre_scores_gemma":[0.99881166,0.000008157609,0.000059916605,0.00012467304,0.0006500064,0.000014495637,0.000011597937,0.000008226511,0.00031123546],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977224,0.000013465032,0.0013269419,0.000050776107,0.000689272,0.00019714823],"domain_scores_gemma":[0.99163663,0.000053190644,0.0058317236,0.00015477766,0.0023106586,0.000013000543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029817575,0.00010967526,0.00030288633,0.00039092408,0.00019317049,0.0005519254,0.00034507606,0.000072674055,0.0000029781013],"category_scores_gemma":[0.00040052948,0.00007343422,0.00026554413,0.00038992864,0.000008702801,0.002614222,0.00007760455,0.00014217533,0.000010819775],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035114674,0.00033375356,0.701389,0.010705296,0.0033637236,0.0000011840053,0.0018729669,0.045900397,0.004708941,0.17889765,0.043270975,0.009204928],"study_design_scores_gemma":[0.0071277604,0.00004331626,0.040157042,0.0016598549,0.00192654,0.000026211168,0.015437938,0.19854692,0.00043851728,0.00065533584,0.73330194,0.0006786347],"about_ca_topic_score_codex":0.00023773874,"about_ca_topic_score_gemma":0.000012872906,"teacher_disagreement_score":0.69003093,"about_ca_system_score_codex":0.00010079608,"about_ca_system_score_gemma":0.000027685875,"threshold_uncertainty_score":0.5322229},"labels":[],"label_agreement":null},{"id":"W2124289798","doi":"10.17705/1jais.00083","title":"The Impact of IT on Market Information and Transparency: A Unified Theoretical Framework","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":105,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University; University of Connecticut; Michigan State University; College of Engineering, Michigan State University; University of Michigan; McGill University; University of Minnesota; Butler University; National Science Foundation","keywords":"Transparency (behavior); Electronic markets; Dominance (genetics); The Internet; Financial market; Industrial organization; Representation (politics); Business; Computer science; Computer security; Political science; Finance; Law","score_opus":0.006795297850847387,"score_gpt":0.20849528042981466,"score_spread":0.20169998257896726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124289798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75999194,0.000033059736,0.0033978103,0.0018081735,0.0019290721,0.00091881,0.000070808404,0.000022014714,0.23182833],"genre_scores_gemma":[0.99950886,0.0000065668696,0.000012831196,0.00012661488,0.00023199928,0.0000042007487,0.000009954573,0.0000031677935,0.00009581205],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987351,0.000004437075,0.0008709842,0.000020777661,0.00025549086,0.00011321898],"domain_scores_gemma":[0.9968338,0.00027452913,0.0023714288,0.00008354429,0.00042902734,0.000007673959],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0015552022,0.000077006,0.00015423015,0.00011676075,0.00016763172,0.0010449839,0.00016483665,0.00007924357,0.0000044039916],"category_scores_gemma":[0.0005330632,0.000039961644,0.0001674054,0.00014292724,0.000023140512,0.0066774483,0.000016514283,0.00009872527,0.000009771621],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023202458,0.000017092196,0.00863776,0.000100057136,0.00008728628,1.6019118e-8,0.00019032719,0.0082914615,0.0000011802446,0.9523966,0.02866703,0.001379169],"study_design_scores_gemma":[0.004287033,0.00028154042,0.19987005,0.00085987285,0.00021997077,0.000015567759,0.0067145005,0.10629029,0.00002986059,0.33041072,0.3505141,0.0005064949],"about_ca_topic_score_codex":0.000055769353,"about_ca_topic_score_gemma":0.0000035834635,"teacher_disagreement_score":0.62198585,"about_ca_system_score_codex":0.00014299198,"about_ca_system_score_gemma":0.00003351146,"threshold_uncertainty_score":0.999992},"labels":[],"label_agreement":null},{"id":"W2125379635","doi":"","title":"Acculturation to the Global Culture, Ethnic Identification and the Adoption of Social Computing","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Acculturation; Globalization; Ethnic group; Norm (philosophy); Sociology; Identification (biology); Social psychology; Political science; Psychology; Anthropology; Law","score_opus":0.0838045476922727,"score_gpt":0.3724435364468695,"score_spread":0.2886389887545968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125379635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92641014,0.00019454896,0.049704745,0.017693901,0.003466362,0.0015733262,0.00009679544,0.00003357306,0.00082659256],"genre_scores_gemma":[0.9989328,0.000014843348,0.00008144735,0.00024044709,0.00015551934,0.00000967259,0.0000051307,0.0000020514829,0.0005581164],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9966674,0.00039051476,0.0015014801,0.00006498105,0.0012706234,0.000105032894],"domain_scores_gemma":[0.99242693,0.0003869796,0.004575881,0.0001823489,0.0024024048,0.00002544789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0076289335,0.00007964694,0.00023232702,0.000108277345,0.00072666333,0.00023120885,0.0006076728,0.00014315564,0.0000010579],"category_scores_gemma":[0.0037221084,0.00003474789,0.00020522145,0.0008341338,0.00007676446,0.0009975191,0.00006814122,0.0001698855,0.000020559952],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011801114,0.00014185908,0.18077382,0.000067129666,0.00046200768,2.4886785e-7,0.16952595,0.022329045,0.00054789305,0.31250274,0.28419492,0.028274262],"study_design_scores_gemma":[0.002006454,0.000061978986,0.89406836,0.000027527005,0.00008593939,0.00008830435,0.01814954,0.0034888326,0.000104456,0.0013747497,0.08044636,0.00009748055],"about_ca_topic_score_codex":0.0000083813475,"about_ca_topic_score_gemma":0.000010721306,"teacher_disagreement_score":0.71329457,"about_ca_system_score_codex":0.00027329018,"about_ca_system_score_gemma":0.00006127708,"threshold_uncertainty_score":0.55889803},"labels":[],"label_agreement":null},{"id":"W2129098507","doi":"10.17705/1jais.00208","title":"The Adoption and Use of IT Artifacts: A New Interaction-Centric Model for the Study of User-Artifact Relationships","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":173,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Killam Trusts; Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Artifact (error); Computer science; Context (archaeology); Affect (linguistics); Human–computer interaction; Structuring; Argument (complex analysis); Focus (optics); Exploit; Knowledge management; Data science; Psychology; Artificial intelligence","score_opus":0.08205178236997981,"score_gpt":0.2844238649972177,"score_spread":0.2023720826272379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129098507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95594233,0.00010140725,0.02721412,0.011660454,0.0017286164,0.0030155247,0.000020209169,0.000019846524,0.00029748934],"genre_scores_gemma":[0.999117,0.0000151577315,0.000033328422,0.00027941054,0.00019839188,0.000010025264,0.0000042548313,0.0000036613321,0.000338724],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983022,0.000053458058,0.0010794147,0.00003747045,0.0004286533,0.000098770135],"domain_scores_gemma":[0.9936654,0.00092931726,0.0041375402,0.00014456989,0.0011131265,0.000010058425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027789355,0.00007597018,0.00017464359,0.00014261901,0.00043178516,0.000413361,0.00018587481,0.000055507113,7.2223685e-7],"category_scores_gemma":[0.001458617,0.00004107247,0.00012665108,0.00030901007,0.0000071159047,0.0035506554,0.000022584887,0.0001379475,0.000002248803],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015591037,0.00052815775,0.119901344,0.0006278606,0.00088596146,4.378387e-8,0.024779115,0.71959984,0.00007072609,0.048211504,0.068174876,0.015661445],"study_design_scores_gemma":[0.0027557493,0.0001264552,0.1675819,0.0001886121,0.0005504944,0.0000026814196,0.03292015,0.6370724,0.000013211298,0.0010625094,0.15758385,0.0001419953],"about_ca_topic_score_codex":0.00014649887,"about_ca_topic_score_gemma":0.00013007595,"teacher_disagreement_score":0.08940897,"about_ca_system_score_codex":0.000104374216,"about_ca_system_score_gemma":0.000042412034,"threshold_uncertainty_score":0.39860496},"labels":[],"label_agreement":null},{"id":"W2131560301","doi":"10.5555/2481639.2481649","title":"Toward a new theory of the contribution of the it function in organizations","year":2012,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":133,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"HEC Montréal; Université de Sherbrooke","funders":"","keywords":"Function (biology); Extant taxon; Typology; Field (mathematics); Knowledge management; Value (mathematics); Set (abstract data type); Strategic management; Business; Face (sociological concept); Information system; Management science; Marketing; Computer science; Political science; Sociology; Economics","score_opus":0.010938671402984412,"score_gpt":0.19961689147593747,"score_spread":0.18867822007295307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131560301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90818286,0.00027151144,0.033683743,0.014462217,0.01612496,0.0030711927,0.000061633335,0.00005471835,0.024087187],"genre_scores_gemma":[0.99887425,0.000004305462,0.0000045952593,0.00047358856,0.00027133158,0.000005161199,0.000004937475,0.0000035352343,0.0003583079],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99842745,0.00003891976,0.0009512909,0.000018382683,0.0004395145,0.0001244345],"domain_scores_gemma":[0.993527,0.000080868704,0.004988217,0.00013995473,0.0012584984,0.000005452876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019851665,0.000068630085,0.00016615886,0.00013854237,0.00014091829,0.00006593638,0.000329103,0.000120807694,0.0000070848314],"category_scores_gemma":[0.0019495088,0.00003627533,0.00014272281,0.000880206,0.00001963597,0.003182181,0.00005505288,0.0001451865,0.000009501897],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007002529,0.00003804689,0.29263327,0.00012504417,0.00009687221,3.881677e-9,0.0024541088,0.003129406,0.00015659304,0.6808222,0.01993848,0.00053593994],"study_design_scores_gemma":[0.0033026992,0.000029912617,0.71854657,0.0004453132,0.0002897145,0.000009322669,0.013922298,0.001494083,0.0020861588,0.009876384,0.24981157,0.00018594197],"about_ca_topic_score_codex":0.00005467411,"about_ca_topic_score_gemma":0.000015756703,"teacher_disagreement_score":0.6709458,"about_ca_system_score_codex":0.00021990256,"about_ca_system_score_gemma":0.00011753232,"threshold_uncertainty_score":0.2333885},"labels":[],"label_agreement":null},{"id":"W2133475827","doi":"10.5555/2208940.2208948","title":"Freedom of choice, ease of use, and the formation of interface preferences","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Perspective (graphical); Interface (matter); Reactance; Offset (computer science); Set (abstract data type); Usability; Competition (biology); Computer science; Affect (linguistics); Freedom of choice; Human–computer interaction; Social psychology; Psychology; Economics; Engineering; Artificial intelligence","score_opus":0.039579091191437765,"score_gpt":0.2655031015444649,"score_spread":0.22592401035302712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133475827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95932823,0.0001216545,0.0008087655,0.0002811061,0.0016103518,0.00071629026,0.000068771646,0.0000069356684,0.0370579],"genre_scores_gemma":[0.99958915,0.000045278593,0.00005454818,0.000009378892,0.00006327405,0.000004520287,9.4292557e-7,0.0000017886956,0.00023114937],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99813056,0.0003114393,0.0009050364,0.00001982976,0.0005537661,0.000079397345],"domain_scores_gemma":[0.9929076,0.0011637469,0.0044398657,0.000066819994,0.0013943155,0.000027663147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044029225,0.00004709975,0.00023243777,0.00008075738,0.00011359642,0.00006614496,0.00023148645,0.00007524646,0.0000012920336],"category_scores_gemma":[0.007992597,0.000027280526,0.00012606285,0.00018064366,0.00013248561,0.0019197752,0.000022920334,0.00006823068,3.9425157e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011305516,0.0001601774,0.2440849,0.0010278147,0.00053886045,2.4842214e-8,0.5842278,0.00054514286,0.00011242341,0.15385826,0.007711068,0.006602961],"study_design_scores_gemma":[0.014912716,0.0010096417,0.45289028,0.0035889281,0.0009113986,0.000007085261,0.38151988,0.003497099,0.0049421135,0.014956552,0.12115413,0.0006101857],"about_ca_topic_score_codex":0.00081050367,"about_ca_topic_score_gemma":0.00010051843,"teacher_disagreement_score":0.20880537,"about_ca_system_score_codex":0.000079753765,"about_ca_system_score_gemma":0.00010032465,"threshold_uncertainty_score":0.9568463},"labels":[],"label_agreement":null},{"id":"W2133751843","doi":"","title":"AN EMPIRICAL STUDY OF BUSINESS INTELLIGENCE IMPACT ON CORPORATE PERFORMANCE MANAGEMENT","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Business intelligence; Knowledge management; Empirical research; Business; Survey research; Scale (ratio); Survey data collection; Competitive intelligence; Computer science; Marketing; Business administration","score_opus":0.0660453809341154,"score_gpt":0.31465559281295685,"score_spread":0.24861021187884147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133751843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981727,0.0000044030453,0.012316297,0.00014459383,0.0020572983,0.0006671186,0.000009445148,0.00001813357,0.0030556824],"genre_scores_gemma":[0.999207,0.000004986428,0.000026773665,0.000174482,0.00045766425,0.000011416067,0.000012177843,0.000007699552,0.000097751516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979449,0.000041373343,0.001010309,0.00007075943,0.0007805421,0.00015211478],"domain_scores_gemma":[0.9930256,0.000081903236,0.0046401415,0.00027037004,0.0019685437,0.000013463831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00245114,0.00013582814,0.0002832573,0.00036085828,0.00016648817,0.00035498544,0.00058942585,0.00006559174,0.000005674922],"category_scores_gemma":[0.0002797721,0.000081186015,0.00010108726,0.0008198111,0.0000134112925,0.0037551739,0.00005928105,0.000116575524,0.000038636135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063877023,0.0007695951,0.67277586,0.00096517155,0.0003023613,2.5956467e-7,0.00082423474,0.28858936,0.000024782374,0.006951473,0.009599723,0.018558446],"study_design_scores_gemma":[0.0010320158,0.00035849342,0.8544966,0.00034065824,0.00018549089,0.0000055982296,0.0024108335,0.103024915,0.000073684845,0.00032221703,0.037507627,0.00024188726],"about_ca_topic_score_codex":0.000045121036,"about_ca_topic_score_gemma":0.000003754413,"teacher_disagreement_score":0.18556443,"about_ca_system_score_codex":0.00016406181,"about_ca_system_score_gemma":0.00002403924,"threshold_uncertainty_score":0.3423133},"labels":[],"label_agreement":null},{"id":"W2138176246","doi":"","title":"A Client-Side Business Model for Electronic Privacy","year":2003,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Privacy software; Privacy by Design; Business model; Information privacy; Computer science; Privacy policy; Internet privacy; Computer security; The Internet; Consumer privacy; Database transaction; Business; World Wide Web; Marketing","score_opus":0.024646227452398504,"score_gpt":0.2882346092736637,"score_spread":0.26358838182126515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138176246","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033266157,0.00036797748,0.92792284,0.007170862,0.008809664,0.005071205,0.00021735752,0.00009274701,0.017081195],"genre_scores_gemma":[0.9978682,0.00006779427,0.00029321862,0.00015053908,0.00032178714,0.000062786785,0.000010703146,0.000006374474,0.0012186418],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99814254,0.00018729006,0.00070630945,0.000049949515,0.0006272014,0.00028672363],"domain_scores_gemma":[0.9956525,0.000211198,0.0021596376,0.00015112045,0.0017722843,0.00005325694],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005451327,0.0000778524,0.00017997937,0.00012813171,0.0006903505,0.00030749134,0.00042648666,0.0001390286,0.0000011208837],"category_scores_gemma":[0.009303121,0.000059949205,0.00017744422,0.00034174038,0.000015441696,0.0023117398,0.000025536288,0.00013561193,0.000006484771],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026894253,0.00015230311,0.0054696356,0.0003453866,0.0003381759,5.044246e-8,0.04242715,0.031135244,0.00014694162,0.8349257,0.08195101,0.0028394724],"study_design_scores_gemma":[0.0014474988,0.000046695088,0.00056688226,0.000049672137,0.000064754066,0.0000044370217,0.0026394124,0.020761892,0.00008406365,0.016653785,0.9575525,0.00012843673],"about_ca_topic_score_codex":0.00008482112,"about_ca_topic_score_gemma":0.00006702845,"teacher_disagreement_score":0.964602,"about_ca_system_score_codex":0.0013074841,"about_ca_system_score_gemma":0.00075248216,"threshold_uncertainty_score":0.9990419},"labels":[],"label_agreement":null},{"id":"W2140863794","doi":"10.5555/2017434.2017440","title":"Interpretation of formative measurement in information systems research","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":708,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of British Columbia","funders":"","keywords":"Formative assessment; Multicollinearity; Nomological network; Construct (python library); CLARITY; Interpretation (philosophy); Structural equation modeling; Computer science; Psychology; Mathematics education; Machine learning; Regression analysis","score_opus":0.14092289071304523,"score_gpt":0.4076226579390167,"score_spread":0.26669976722597144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140863794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80070525,0.0005807878,0.13900949,0.009773301,0.015501701,0.007069979,0.000273502,0.000116575946,0.026969403],"genre_scores_gemma":[0.99963355,0.000008757825,0.00007643539,0.000077677774,0.000044346216,0.000020573434,0.0000043766645,0.0000024369608,0.00013182446],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99136955,0.00065663987,0.0033774176,0.000063038744,0.0042984206,0.00023496349],"domain_scores_gemma":[0.9831773,0.00061924104,0.005950978,0.0002919398,0.009911761,0.000048792605],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03238757,0.00010666065,0.00040506254,0.0017579917,0.00016995754,0.0004317196,0.0008222919,0.00022959764,0.0000017942247],"category_scores_gemma":[0.011332419,0.000069072405,0.00020854651,0.0014859637,0.000028783043,0.0061036656,0.00004345055,0.00040719728,0.000042310796],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019218825,0.0005991011,0.1994005,0.00041080473,0.00037953354,7.3444136e-7,0.12288114,0.180183,0.00096148584,0.24779934,0.15771303,0.087749474],"study_design_scores_gemma":[0.0074766413,0.0013553358,0.5838239,0.0013882089,0.000087829205,0.00006973476,0.095898785,0.08352176,0.0011291245,0.010819544,0.21395831,0.0004708293],"about_ca_topic_score_codex":0.00002313048,"about_ca_topic_score_gemma":0.000006485068,"teacher_disagreement_score":0.3844234,"about_ca_system_score_codex":0.0013815976,"about_ca_system_score_gemma":0.00024063961,"threshold_uncertainty_score":0.99699557},"labels":[],"label_agreement":null},{"id":"W2142157245","doi":"10.17705/1jais.00073","title":"Is There a Global Digital Divide for Digital Wireless Phone Technologies?","year":2005,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"ICT Impact and Policies","field":"Engineering","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Taiwan University; National Central University; Queen's University; Dartmouth College; National Sun Yat-sen University; Sun Yat-sen University; Arizona State University; University of Minnesota; Purdue University","keywords":"Wireless; Telecommunications; Wireless network; Phone; Digital divide; Competition (biology); Descriptive statistics; Business; Computer science; Information and Communications Technology; Statistics; World Wide Web; Mathematics","score_opus":0.008751624277604656,"score_gpt":0.2282232592778087,"score_spread":0.21947163500020406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142157245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90639156,0.0007663419,0.04631526,0.005332113,0.00503471,0.0017506223,0.0042507094,0.0005535005,0.029605165],"genre_scores_gemma":[0.99906814,0.000013176443,0.000018280933,0.00005218467,0.00028279825,0.0000138724545,0.000011579817,0.000007893308,0.0005320675],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989268,0.0000046649907,0.00057032885,0.00001535316,0.00029936107,0.00018350223],"domain_scores_gemma":[0.99876213,0.000103381906,0.0006944805,0.000094149225,0.00031886355,0.000027022721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002774491,0.000099026765,0.0001827322,0.0000686854,0.00008865886,0.0005756581,0.00023801552,0.00012453503,6.5273593e-7],"category_scores_gemma":[0.00026634536,0.000068122405,0.00021216822,0.00016073826,0.000008180446,0.0027483841,0.000018846502,0.00008331835,0.000025031071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017515419,0.00009266707,0.07831104,0.0008349136,0.0017878053,1.1298812e-7,0.019240357,0.0704293,0.00014988106,0.010043066,0.7098786,0.10905707],"study_design_scores_gemma":[0.0014432393,0.00006779951,0.0028324907,0.00013444544,0.000046793833,0.000033163982,0.0044278693,0.010883588,0.0010761126,0.0005109028,0.9783409,0.00020266112],"about_ca_topic_score_codex":0.0000014484486,"about_ca_topic_score_gemma":7.859418e-7,"teacher_disagreement_score":0.2684623,"about_ca_system_score_codex":0.0006905622,"about_ca_system_score_gemma":0.00003227258,"threshold_uncertainty_score":0.5551084},"labels":[],"label_agreement":null},{"id":"W2145003928","doi":"10.17705/1jais.00088","title":"If the Tree of IS Knowledge Falls in a Forest, Will Anyone Hear?: A Commentary on Grover et al.","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Tree (set theory); Psychology; Mathematics; Combinatorics","score_opus":0.023863323727649814,"score_gpt":0.26928623936825064,"score_spread":0.24542291564060081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145003928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7027907,0.0007396176,0.009225815,0.19938946,0.012490821,0.004717583,0.00047249155,0.00007748757,0.07009603],"genre_scores_gemma":[0.9890897,0.000011537923,0.000010456582,0.010087892,0.00044923194,0.000010856758,0.000030428,0.0000061159913,0.00030374373],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985415,0.00003292144,0.0008408821,0.000042769912,0.00041681348,0.00012516844],"domain_scores_gemma":[0.99680334,0.00018859826,0.0022424394,0.00014477209,0.0006161743,0.0000046740092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001926976,0.000093084076,0.00019963388,0.00022434715,0.00009999179,0.00023406858,0.00033242992,0.000056290737,0.0000047532085],"category_scores_gemma":[0.00022116418,0.000053610045,0.0001370601,0.00042748894,0.000014441954,0.0031304169,0.00005819877,0.00014329243,0.000018535768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008417486,0.000100975274,0.06796383,0.0001388257,0.0000465474,8.006866e-8,0.0004632019,0.002889538,0.000026371063,0.01336919,0.91427785,0.00063939684],"study_design_scores_gemma":[0.0007937364,0.000019032495,0.054922186,0.00025914249,0.000032705495,0.0000018196016,0.00054808054,0.006871273,0.000050625367,0.00061926886,0.9358027,0.00007943776],"about_ca_topic_score_codex":0.0005981993,"about_ca_topic_score_gemma":0.00022184035,"teacher_disagreement_score":0.28629902,"about_ca_system_score_codex":0.00017310577,"about_ca_system_score_gemma":0.000025599684,"threshold_uncertainty_score":0.22694767},"labels":[],"label_agreement":null},{"id":"W214594197","doi":"","title":"Information security investment with different information types: A two-firm analysis","year":2005,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information and Cyber Security","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Business; Investment (military); Information security; Fixed asset; Asset (computer security); Industrial organization; Microeconomics; Finance; Economics; Computer security; Production (economics); Computer science","score_opus":0.0060859858147649945,"score_gpt":0.2173503514549166,"score_spread":0.2112643656401516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W214594197","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06216483,0.00007909172,0.8802761,0.0077706454,0.0037989272,0.0027139913,0.00020732309,0.00024613217,0.042742986],"genre_scores_gemma":[0.9964036,0.000008871439,0.0010486036,0.00220575,0.00012962875,0.000042402422,0.000071420494,0.0000030817193,0.000086671214],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963385,0.00012829906,0.0017947147,0.00004729234,0.0014222413,0.00026899215],"domain_scores_gemma":[0.9922554,0.00012490271,0.0049033966,0.00038123177,0.0022154655,0.000119630335],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0019491814,0.00019819824,0.00038315504,0.0007730188,0.00031757305,0.0012638905,0.0008058652,0.0001269731,0.000004390541],"category_scores_gemma":[0.00026923235,0.0001251089,0.0003389294,0.0011846744,0.000015476337,0.024616087,0.00009349152,0.00025420412,0.000078593],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002453926,0.00017560483,0.013955362,0.0003570252,0.0028911333,1.3462721e-7,0.10869022,0.17759727,0.0000052907103,0.6499554,0.035690896,0.010436246],"study_design_scores_gemma":[0.0037657272,0.00020109979,0.013334716,0.00007914828,0.00040140477,0.00003729482,0.0024285775,0.24197197,0.00028606105,0.00043657227,0.73668796,0.00036950255],"about_ca_topic_score_codex":0.000029255214,"about_ca_topic_score_gemma":0.00002431283,"teacher_disagreement_score":0.93423873,"about_ca_system_score_codex":0.001148067,"about_ca_system_score_gemma":0.00020573534,"threshold_uncertainty_score":0.9997729},"labels":[],"label_agreement":null},{"id":"W2147312315","doi":"10.17705/1jais.00028","title":"Understanding Virtual Team Development: An Interpretive Study","year":2003,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":197,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Cambridge; Harvard Business School","keywords":"Virtual team; Context (archaeology); Computer science; Knowledge management; Virtual Laboratory; Human–computer interaction; Data science; Multimedia","score_opus":0.05140919654952017,"score_gpt":0.3091056279735326,"score_spread":0.25769643142401244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147312315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74875164,0.000053282558,0.14620392,0.00008492948,0.016224349,0.0024712288,0.00005507529,0.000045656147,0.08610991],"genre_scores_gemma":[0.9983593,7.793466e-7,0.000047164584,0.00005573817,0.00009251316,0.000026874864,0.0000026251887,0.0000061394694,0.001408861],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9984425,0.0002114063,0.0007787658,0.000042631007,0.0003834439,0.00014129195],"domain_scores_gemma":[0.9975108,0.00014394999,0.00183572,0.000112373375,0.00035557558,0.000041613046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028695944,0.00008092854,0.00016621627,0.00015424748,0.000226514,0.00014775778,0.00020063655,0.00008005598,0.000009381928],"category_scores_gemma":[0.00020667787,0.000056829576,0.000077638455,0.00016168205,0.0000064190613,0.0009962104,0.000011395949,0.00015937335,0.000023825538],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033957636,0.0005208687,0.38912806,0.00005798763,0.0012955404,4.2061063e-7,0.37421557,0.0049807723,0.000013449518,0.21861812,0.0091548255,0.001674789],"study_design_scores_gemma":[0.0050220224,0.0015148947,0.05880197,0.00018392285,0.00013399475,0.00008161827,0.47665778,0.0021592826,0.00002841111,0.00040511636,0.45458984,0.00042115056],"about_ca_topic_score_codex":0.0000044084363,"about_ca_topic_score_gemma":0.000006007768,"teacher_disagreement_score":0.44543502,"about_ca_system_score_codex":0.001293658,"about_ca_system_score_gemma":0.00011174067,"threshold_uncertainty_score":0.3382871},"labels":[],"label_agreement":null},{"id":"W2159939044","doi":"","title":"Expert views on stimulating mobile apps in Africa as a creative industry.","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mobile apps; Business; Internet privacy; Public relations; World Wide Web; Computer science; Advertising; Political science","score_opus":0.08264649772728949,"score_gpt":0.316121715934872,"score_spread":0.2334752182075825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159939044","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35423547,0.0012351605,0.16413927,0.01086058,0.024679188,0.0074150334,0.000054682987,0.00034177856,0.4370388],"genre_scores_gemma":[0.99687225,0.0000043146715,0.0015000083,0.0002887861,0.000119851145,0.000056932695,0.0000014359819,0.0000045040283,0.0011519187],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99793655,0.00029275857,0.0008555758,0.000037198766,0.0007186477,0.00015929696],"domain_scores_gemma":[0.9963223,0.0004466541,0.001980859,0.00022345987,0.0009783531,0.000048411293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003434436,0.000090062706,0.00021592417,0.0002616019,0.00012480027,0.00033791445,0.0007610499,0.00014212495,6.424902e-7],"category_scores_gemma":[0.0018041049,0.00006316437,0.000082037994,0.00043404367,0.00000744292,0.0020043203,0.00010635894,0.00035087546,0.000022505326],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012593079,0.0001732126,0.007835275,0.00009358986,0.00021852556,0.0000012604476,0.5311329,0.29768398,0.000023976017,0.050551053,0.10110004,0.0110602975],"study_design_scores_gemma":[0.0032996172,0.0007540776,0.002562111,0.001112822,0.000012343616,0.000049920676,0.040032893,0.08212803,0.0004421079,0.0023793173,0.86686766,0.00035912544],"about_ca_topic_score_codex":0.000036533136,"about_ca_topic_score_gemma":0.0000017363882,"teacher_disagreement_score":0.7657676,"about_ca_system_score_codex":0.0012357187,"about_ca_system_score_gemma":0.0002703805,"threshold_uncertainty_score":0.32585168},"labels":[],"label_agreement":null},{"id":"W2163293900","doi":"","title":"Research Standards for Promotion and Tenure in Information Systems1","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":148,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Excellence; Publication; Graduation (instrument); Elite; Public relations; Political science; Productivity; Higher education; Business; Marketing; Accounting; Economics; Engineering; Economic growth; Advertising","score_opus":0.029337855689698024,"score_gpt":0.3789452305165157,"score_spread":0.34960737482681764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163293900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43794766,0.00093625946,0.17926617,0.03781399,0.039729647,0.050015762,0.005181342,0.0003041909,0.24880497],"genre_scores_gemma":[0.99843854,0.000017123395,0.000102261525,0.000040642866,0.0005028369,0.0001495641,0.000049641334,0.000004724398,0.0006946727],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99594325,0.00044575124,0.0016200672,0.00004166652,0.0016521038,0.0002971692],"domain_scores_gemma":[0.9912825,0.00048299134,0.0025424522,0.000090207446,0.005558425,0.00004337916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023333555,0.000084806365,0.0002265903,0.0005227351,0.000834158,0.0007583371,0.00017193078,0.00017103707,0.000001995282],"category_scores_gemma":[0.0021273345,0.000064826105,0.00010363877,0.0005634473,0.000040314586,0.006107542,0.000020041949,0.00015584816,0.0000040784835],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020716935,0.00003391509,0.015483098,0.0008126366,0.00005702765,4.5505054e-8,0.04230677,0.0022425728,0.000024418096,0.8612814,0.07438415,0.0031667822],"study_design_scores_gemma":[0.0019144189,0.00011949332,0.005754457,0.00021048731,0.000016582226,0.0000055939804,0.046043996,0.00081783853,0.0000419019,0.0020202508,0.94295645,0.00009855448],"about_ca_topic_score_codex":0.0007260714,"about_ca_topic_score_gemma":0.00022792564,"teacher_disagreement_score":0.8685723,"about_ca_system_score_codex":0.0021483044,"about_ca_system_score_gemma":0.0005216109,"threshold_uncertainty_score":0.8086991},"labels":[],"label_agreement":null},{"id":"W2166841722","doi":"10.17705/1jais.00025","title":"Mimetic Isomorphism and Technology Evaluation: Does Imitation Transcend Judgment?","year":2002,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Innovation Diffusion and Forecasting","field":"Decision Sciences","cited_by":147,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Imitation; Competitor analysis; Product (mathematics); Isomorphism (crystallography); Sample (material); Psychology; Test (biology); Marketing; Process (computing); Knowledge management; Business; Computer science; Social psychology; Mathematics","score_opus":0.08182776898551995,"score_gpt":0.31983832219203373,"score_spread":0.23801055320651376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166841722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7964015,0.0011466923,0.0290979,0.094170794,0.024642542,0.0051699104,0.00020931967,0.00012964166,0.04903173],"genre_scores_gemma":[0.9973945,0.000013505524,0.00024630505,0.000219788,0.00013996473,0.000020304207,0.0000030045942,0.0000046137206,0.0019580373],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957095,0.00020780228,0.0017541432,0.000083697596,0.0020959761,0.00014890604],"domain_scores_gemma":[0.99011046,0.0006835652,0.003931574,0.00018166877,0.0050514955,0.000041254403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009277212,0.00009768859,0.000254087,0.0007973832,0.00034637598,0.0004676333,0.00035073044,0.00014870735,0.000057936053],"category_scores_gemma":[0.007988655,0.00005426927,0.00012165483,0.0012795884,0.00003227069,0.0016059793,0.000026868394,0.0001592351,0.000036387326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001811542,0.0003083521,0.12653385,0.0001994159,0.00063875254,6.403489e-7,0.032546718,0.008662733,0.0033782325,0.204178,0.34087902,0.2824931],"study_design_scores_gemma":[0.0080076475,0.0003240359,0.018696366,0.0002496623,0.0002762302,0.00014239369,0.022263786,0.2805259,0.0015423739,0.027105823,0.64039993,0.00046584886],"about_ca_topic_score_codex":0.0000014613447,"about_ca_topic_score_gemma":0.0000014032793,"teacher_disagreement_score":0.29952094,"about_ca_system_score_codex":0.00028540916,"about_ca_system_score_gemma":0.000048845675,"threshold_uncertainty_score":0.9563743},"labels":[],"label_agreement":null},{"id":"W2170579466","doi":"","title":"Diffusing Healthcare Innovations: A Case Study of the Care Delivery Network","year":2004,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Public relations; Service (business); Business; Service delivery framework; Healthcare delivery; Knowledge management; Marketing; Nursing; Medicine; Political science; Computer science","score_opus":0.02191133844019092,"score_gpt":0.24483336197781394,"score_spread":0.22292202353762303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170579466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916379,0.00008569422,0.00016634724,0.0035992577,0.0031982146,0.0009675138,0.0000060240823,0.0000124989665,0.00032658022],"genre_scores_gemma":[0.9969715,0.0000014629959,0.000025197214,0.0017342092,0.0012208759,0.000013631728,0.000008267281,0.000006555909,0.000018288998],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9982118,0.00003373352,0.0010561628,0.000042904954,0.0005342203,0.00012115582],"domain_scores_gemma":[0.9912116,0.000051633597,0.0044824122,0.00018069672,0.0040691467,0.0000044892877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014077844,0.00008404367,0.00017624976,0.00019223397,0.00049734913,0.00024229799,0.00023597844,0.000065061555,5.4600514e-7],"category_scores_gemma":[0.0003413684,0.000052317242,0.00009814898,0.0014280109,0.0000056006247,0.0022918577,0.00006105913,0.00014773023,0.0000029183448],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020619587,0.0003631209,0.5405885,0.0026894915,0.00064378296,0.0000040599666,0.043813825,0.30806467,0.000098554265,0.08791096,0.009858409,0.0057584546],"study_design_scores_gemma":[0.01616326,0.0003572029,0.19434835,0.0023521413,0.0009958294,0.00046309733,0.5821572,0.003203269,0.00016121974,0.005847877,0.19313033,0.00082024233],"about_ca_topic_score_codex":0.0011803918,"about_ca_topic_score_gemma":0.0002486244,"teacher_disagreement_score":0.53834337,"about_ca_system_score_codex":0.0003777474,"about_ca_system_score_gemma":0.00010384802,"threshold_uncertainty_score":0.38252577},"labels":[],"label_agreement":null},{"id":"W2183221092","doi":"","title":"EMERGENCE OF CLOUD COMPUTING : AN INSTITUTIONAL INNOVATION PERSPECTIVE","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Cloud computing; Vendor; Multinational corporation; Perspective (graphical); Legitimacy; Knowledge management; Computer science; Service (business); Portfolio; Institutional theory; Politics; Data science; Business; Marketing; Political science; Management; Economics; Artificial intelligence","score_opus":0.02553233160867681,"score_gpt":0.2589422909825307,"score_spread":0.2334099593738539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183221092","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08658064,0.000036491252,0.90604174,0.00048374207,0.0019231046,0.0003845589,0.000014098978,0.000037509846,0.0044981013],"genre_scores_gemma":[0.99418896,0.0000024716792,0.0056489003,0.000053422722,0.000076805336,0.000005624176,0.0000017584407,0.0000015159143,0.00002054728],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99865466,0.00005745559,0.0008124462,0.000049022754,0.00033865756,0.000087772954],"domain_scores_gemma":[0.9940831,0.000051568226,0.0027490207,0.00019259933,0.0029062468,0.000017429025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018681036,0.000056188655,0.00013474275,0.0002436879,0.00020150222,0.000040034472,0.00065227895,0.00009579996,0.0000011296813],"category_scores_gemma":[0.000393715,0.000042557363,0.00007135091,0.00079364865,0.000024300522,0.0014335099,0.000058233505,0.00012990407,0.0000021562712],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006681815,0.00003601823,0.0027331668,0.000011831901,0.00003461706,1.8965904e-8,0.005286336,0.00045041053,0.000050867206,0.989763,0.0007518446,0.00087520306],"study_design_scores_gemma":[0.0055627683,0.0015720206,0.148821,0.0004433463,0.00018333778,0.0002895514,0.03976027,0.4814501,0.018248994,0.23617119,0.066448264,0.0010491739],"about_ca_topic_score_codex":0.000025706677,"about_ca_topic_score_gemma":0.0000015241845,"teacher_disagreement_score":0.90760833,"about_ca_system_score_codex":0.00016024943,"about_ca_system_score_gemma":0.00014138487,"threshold_uncertainty_score":0.1735439},"labels":[],"label_agreement":null},{"id":"W2226659514","doi":"","title":"Progress and Peril in the Championing Process","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Process (computing); Outreach; Work in process; Public relations; Work (physics); Computer science; Political science; Knowledge management; Process management; Sociology; Psychology; Business; Engineering; Marketing","score_opus":0.016596310333024302,"score_gpt":0.2314249376608545,"score_spread":0.2148286273278302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2226659514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62072617,0.00028691912,0.00044994382,0.013010145,0.0055714846,0.0029332624,0.0000055193846,0.000056862875,0.35695967],"genre_scores_gemma":[0.9984193,0.0000033156773,0.000009683297,0.0008215598,0.0004761142,0.00002580118,0.0000032278301,0.0000031069271,0.00023790264],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99894756,0.000017624929,0.0005137591,0.000028137016,0.00039802562,0.00009489537],"domain_scores_gemma":[0.99763536,0.000038955,0.0014915663,0.000059684317,0.0007714523,0.0000029710616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020540685,0.00005540076,0.00010646733,0.0002117344,0.00027004708,0.00031390387,0.00018425322,0.00003533793,8.0123573e-7],"category_scores_gemma":[0.00030344728,0.00003228981,0.000046834906,0.00045260682,0.0000129885575,0.0017355063,0.000024876994,0.000093266855,0.000008820962],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007830582,0.00008477607,0.45018035,0.0008338274,0.00009231679,8.9216235e-7,0.015204306,0.00062909763,0.0000037868906,0.5126173,0.018006576,0.0022684573],"study_design_scores_gemma":[0.00241012,0.000025184621,0.14078192,0.00022421594,0.000047211335,0.00003951053,0.024580233,0.009403415,0.000007254115,0.0010085984,0.8212827,0.00018963445],"about_ca_topic_score_codex":0.0000042658976,"about_ca_topic_score_gemma":0.0000026539308,"teacher_disagreement_score":0.8032761,"about_ca_system_score_codex":0.000084933956,"about_ca_system_score_gemma":0.000021912998,"threshold_uncertainty_score":0.30269822},"labels":[],"label_agreement":null},{"id":"W2233167001","doi":"","title":"The impact of distractions on the usability and the adoption of mobile devices for wireless data services","year":2007,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Usability; Computer science; Mobile device; Context (archaeology); Human–computer interaction; Mobile technology; Wireless Application Protocol; Multimedia; Wireless; World Wide Web; Wireless network; Telecommunications","score_opus":0.07310099377390929,"score_gpt":0.3980321799051156,"score_spread":0.3249311861312063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2233167001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99280626,0.00007613976,0.003028243,0.0017699616,0.0007203865,0.0010591628,0.00035069344,0.0000069920143,0.00018215162],"genre_scores_gemma":[0.99973327,0.000022097585,0.000027325908,0.000035872086,0.000057274614,0.00001944577,0.000008779947,0.000002790676,0.00009316588],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99701715,0.00024518702,0.0016285155,0.00006801058,0.0009169884,0.0001241488],"domain_scores_gemma":[0.98407006,0.007292697,0.0062499456,0.0006064824,0.001755366,0.000025425195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02500651,0.00008316549,0.00025854906,0.00011037707,0.0005515305,0.0002445192,0.0012311873,0.00011214794,0.0000016537048],"category_scores_gemma":[0.0029829096,0.000029163708,0.00025400694,0.00037881566,0.00012468066,0.0011367638,0.00008671736,0.00017835744,0.000002158105],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026577748,0.00032549255,0.8388831,0.00018156547,0.00089552975,4.95293e-8,0.010595365,0.010453019,0.00037374045,0.083903864,0.019015335,0.03271514],"study_design_scores_gemma":[0.0017535916,0.00022490778,0.9205558,0.00008727284,0.00012994808,0.000014282605,0.035348687,0.011814104,0.00019907417,0.0024057536,0.027382227,0.0000843604],"about_ca_topic_score_codex":0.00006363041,"about_ca_topic_score_gemma":0.000095378324,"teacher_disagreement_score":0.081672676,"about_ca_system_score_codex":0.00015140964,"about_ca_system_score_gemma":0.000082702594,"threshold_uncertainty_score":0.86668074},"labels":[],"label_agreement":null},{"id":"W2233426923","doi":"","title":"THE EFQM EXCELLENCE MODEL AS ENABLER OF E-PROCUREMENT ADOPTION AND THE EFFECT ON PERFORMANCE","year":2012,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nipissing University","funders":"","keywords":"Enabling; Excellence; Procurement; Purchasing; Business; Sample (material); Structural equation modeling; Knowledge management; Marketing; Process management; Industrial organization; Computer science; Psychology","score_opus":0.013357922234082983,"score_gpt":0.2194392717683986,"score_spread":0.20608134953431562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2233426923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92894363,0.000466909,0.005270745,0.008883773,0.005001882,0.0034534673,0.000007970864,0.000028912658,0.04794271],"genre_scores_gemma":[0.9983585,0.00004267308,0.000007563081,0.00040206916,0.0003637413,0.000034810095,0.0000019629028,0.0000038162075,0.00078485487],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99845356,0.00006338998,0.0006278499,0.000029115205,0.0006769415,0.00014913313],"domain_scores_gemma":[0.9970242,0.00030585425,0.0021602104,0.00012794234,0.00037376012,0.000008065404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008298417,0.000082263134,0.00015994853,0.000079498706,0.00043516897,0.00028084285,0.00023176942,0.00004307716,0.000001163088],"category_scores_gemma":[0.0005297258,0.00003660531,0.000113999784,0.00013847892,0.000026272131,0.0022260782,0.000058541067,0.00011108033,0.00001995444],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024365587,0.00010939329,0.06785302,0.0029853522,0.00068825966,3.7487514e-8,0.005852671,0.1641108,0.0000685493,0.6916198,0.04979675,0.014478779],"study_design_scores_gemma":[0.006651059,0.00020443505,0.024069665,0.0005497065,0.00044239452,0.000004603558,0.004384694,0.31789368,0.00029308707,0.001433678,0.6438016,0.0002713562],"about_ca_topic_score_codex":0.000021718679,"about_ca_topic_score_gemma":0.000001010154,"teacher_disagreement_score":0.69018614,"about_ca_system_score_codex":0.00012532798,"about_ca_system_score_gemma":0.0000129237,"threshold_uncertainty_score":0.33470118},"labels":[],"label_agreement":null},{"id":"W2240385909","doi":"","title":"Enabling innovation in information technology outsourcing : an empirical study","year":2012,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Outsourcing; Absorptive capacity; Business; Knowledge process outsourcing; Process (computing); Industrial organization; Knowledge management; Information technology; Dynamic capabilities; Process management; Empirical research; Marketing; Computer science","score_opus":0.020798049960592088,"score_gpt":0.2675409981013102,"score_spread":0.24674294814071812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2240385909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9622881,0.000024717217,0.023792762,0.0034676725,0.0044882027,0.0016809683,0.0000044021517,0.0000908515,0.004162361],"genre_scores_gemma":[0.99838877,5.652983e-7,0.00006856899,0.000641216,0.0007757668,0.000030147196,0.00001638609,0.000006575039,0.00007202615],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975969,0.000044334916,0.0014597332,0.000040460625,0.0006088743,0.00024967085],"domain_scores_gemma":[0.99545735,0.000064467196,0.0032256737,0.00015158563,0.0010907021,0.000010194423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0066381404,0.000110596106,0.00022584299,0.0018352101,0.00020581289,0.0005353661,0.00028364113,0.00011490536,0.0000020322623],"category_scores_gemma":[0.0015715772,0.000082163446,0.000067781075,0.0017334691,0.0000061879514,0.01214847,0.00007664462,0.00021686289,0.000034434077],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003007249,0.00010208737,0.96853197,0.00009304599,0.000041975145,5.2926662e-8,0.0044510057,0.017017795,0.000008129253,0.005800471,0.0021119707,0.0018114023],"study_design_scores_gemma":[0.0037238265,0.00008644305,0.2427936,0.00015203745,0.00012568854,0.000006766785,0.09395926,0.027689815,0.000019513183,0.0005298405,0.63059366,0.0003195288],"about_ca_topic_score_codex":0.000050061695,"about_ca_topic_score_gemma":0.000007344055,"teacher_disagreement_score":0.7257384,"about_ca_system_score_codex":0.00047212048,"about_ca_system_score_gemma":0.000029180166,"threshold_uncertainty_score":0.88073474},"labels":[],"label_agreement":null},{"id":"W2255587629","doi":"10.17705/1jais.00419","title":"Ideational Influence, Connectedness, and Venue Representation: Making an Assessment of Scholarly Capital","year":2016,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Social connectedness; Publication; Promotion (chess); Representation (politics); Work (physics); Capital (architecture); Sociology; Test (biology); Public relations; Quality (philosophy); Political science; Psychology; Social psychology; Epistemology; Law; History; Engineering","score_opus":0.2710711994470204,"score_gpt":0.5434944868765219,"score_spread":0.2724232874295015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2255587629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98675585,0.00007341804,0.009772609,0.00087392423,0.0011963787,0.00029858132,0.00012907328,0.000003845236,0.00089635106],"genre_scores_gemma":[0.99922854,0.000017201563,0.0003294182,0.000040270414,0.00010140629,0.0000064489273,0.0000019270544,0.000002594536,0.00027221156],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.992902,0.00028035432,0.0013342397,0.00008517734,0.005257847,0.00014037952],"domain_scores_gemma":[0.9805457,0.0028849423,0.003873858,0.00021466454,0.012399225,0.000081585014],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.019749945,0.000060472234,0.00021967143,0.005619373,0.00019597275,0.0021191123,0.00071517355,0.00008658662,0.0000065755507],"category_scores_gemma":[0.040750433,0.000031335985,0.0001101995,0.009275686,0.000030049101,0.0097823925,0.000098253724,0.00011148071,0.000005102971],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025771446,0.000026646452,0.95964533,0.000014942891,0.000053665117,1.3503478e-7,0.00068238226,0.0009835754,0.0012895847,0.027433425,0.0023223588,0.007522164],"study_design_scores_gemma":[0.0009040143,0.00011416602,0.978161,0.000059660546,0.0000112968755,0.000013900368,0.0010353113,0.001782865,0.00014538266,0.0033066093,0.014409053,0.000056763998],"about_ca_topic_score_codex":0.000010469334,"about_ca_topic_score_gemma":0.0000017192386,"teacher_disagreement_score":0.024126817,"about_ca_system_score_codex":0.00037063373,"about_ca_system_score_gemma":0.00030356186,"threshold_uncertainty_score":0.9989168},"labels":[],"label_agreement":null},{"id":"W2277378622","doi":"10.17705/1jais.00422","title":"A Knowledge-centric Examination of Signaling and Screening Activities in the Negotiation for Information Systems Consulting Services","year":2016,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Negotiation; Information asymmetry; Tacit knowledge; Knowledge management; Service (business); Business; Service provider; Information professional; Public relations; Computer science; Marketing; Sociology; Political science; Finance","score_opus":0.01281609881950342,"score_gpt":0.21508694250500585,"score_spread":0.20227084368550244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2277378622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74339604,0.0005137573,0.2317343,0.0033425663,0.005644797,0.007277473,0.000113713875,0.000087837536,0.007889505],"genre_scores_gemma":[0.99929935,0.000008417285,0.00005836373,0.000108838634,0.0003727045,0.000053428616,0.000016278083,0.0000053104573,0.00007730339],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99822694,0.00008644567,0.0010258632,0.000044371485,0.00046664767,0.00014976041],"domain_scores_gemma":[0.9942121,0.0008387296,0.0038816708,0.000086045664,0.0009747301,0.000006709239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058917496,0.00010152782,0.00021760314,0.0005385817,0.0002288182,0.0005999455,0.0002088424,0.00007552629,3.4471756e-7],"category_scores_gemma":[0.00078986975,0.000057499074,0.000092209455,0.0003799994,0.00001061124,0.0057138857,0.000037654958,0.00006633687,0.0000020501702],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008533568,0.0002907752,0.38211533,0.025060087,0.0010922657,3.05362e-7,0.0978321,0.1734955,0.0012990441,0.16257773,0.008467826,0.14691569],"study_design_scores_gemma":[0.011231497,0.0001243435,0.09634613,0.004662941,0.00048221144,0.000011220999,0.15662487,0.40972286,0.00019047773,0.00029203115,0.31978375,0.0005276455],"about_ca_topic_score_codex":0.0000650779,"about_ca_topic_score_gemma":0.000007982553,"teacher_disagreement_score":0.31131592,"about_ca_system_score_codex":0.00019233627,"about_ca_system_score_gemma":0.000022510554,"threshold_uncertainty_score":0.5785288},"labels":[],"label_agreement":null},{"id":"W2289638052","doi":"","title":"Importance Of Absorptive Capacity Attributes In Radio Frequency Identification Supply Chain Initiatives","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"RFID technology advancements","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Absorptive capacity; Business; Supply chain; Telecommunications; Computer science; Industrial organization; Marketing","score_opus":0.01146502885765067,"score_gpt":0.22708002425540705,"score_spread":0.2156149953977564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2289638052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9856041,0.00021786356,0.01073689,0.00038632352,0.0011355967,0.0006700086,0.00014178416,0.000043988515,0.0010634235],"genre_scores_gemma":[0.99959034,0.00004280484,0.00025850025,0.000018897434,0.000036759033,0.000013635188,0.000011226909,0.000003969535,0.00002388857],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983642,0.000045217887,0.0011356819,0.000032790842,0.00030088148,0.00012123711],"domain_scores_gemma":[0.99735767,0.00010288464,0.001926215,0.00011681515,0.00048011317,0.000016333639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012665973,0.0000795132,0.00022579596,0.00025170777,0.000039686558,0.000027884758,0.00021065245,0.000100549165,7.502064e-7],"category_scores_gemma":[0.00068346877,0.00006657261,0.00008302961,0.00033437784,0.000011825955,0.0018701467,0.000005346022,0.00016394285,0.0000027118306],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052271276,0.00009917464,0.80198777,0.0003349097,0.00039421077,4.4051183e-7,0.008824418,0.123030216,0.018999495,0.04151854,0.0033210455,0.0014374973],"study_design_scores_gemma":[0.0012931585,0.0000798743,0.9726025,0.00020130083,0.000026687054,0.000008909038,0.0008628552,0.0059346883,0.014467314,0.0034912273,0.0008948934,0.00013662684],"about_ca_topic_score_codex":0.0000028223658,"about_ca_topic_score_gemma":0.000004526567,"teacher_disagreement_score":0.17061469,"about_ca_system_score_codex":0.00077711453,"about_ca_system_score_gemma":0.000025397712,"threshold_uncertainty_score":0.27147523},"labels":[],"label_agreement":null},{"id":"W2293403710","doi":"10.17705/1jais.00068","title":"Theoretical Explanations for Firms' Information Privacy Behaviors","year":2005,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Social Sciences and Humanities Research Council of Canada; Queen's University","keywords":"Privacy policy; Information privacy; Business; Privacy by Design; Information system; Knowledge management; Competitive advantage; Management information systems; Resource-based view; Personally identifiable information; Internet privacy; Computer science; Marketing; Computer security; Political science","score_opus":0.017765132654833378,"score_gpt":0.3001813731682821,"score_spread":0.2824162405134487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2293403710","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12758411,0.0004689003,0.555638,0.16248678,0.040605757,0.023268493,0.0037132015,0.00061565574,0.085619114],"genre_scores_gemma":[0.99736303,0.000033390355,0.000946807,0.00031784992,0.0009306051,0.00010748632,0.000071209804,0.000005032477,0.00022457277],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99772066,0.00016499436,0.001013291,0.00004094306,0.0008360729,0.00022404017],"domain_scores_gemma":[0.9954884,0.0003953538,0.0022167752,0.00016681584,0.0016515675,0.000081101956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044907676,0.000088860026,0.00017609668,0.00022105312,0.00087242975,0.0005195018,0.00055227196,0.00018811229,0.000014341322],"category_scores_gemma":[0.0068352506,0.0000683356,0.00022230117,0.00026484206,0.00004387914,0.0071136085,0.00004828811,0.00015944315,0.000029976893],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010829988,0.00006456742,0.0018097041,0.00007587081,0.00008803266,1.5661593e-8,0.035775412,0.0009568461,0.000014127312,0.86034423,0.09134116,0.009421759],"study_design_scores_gemma":[0.0009942075,0.000056396224,0.0011067645,0.000036121237,0.000061946674,0.0000034674085,0.005028064,0.001370456,0.000078302226,0.0032396135,0.9879244,0.00010025615],"about_ca_topic_score_codex":0.000057743924,"about_ca_topic_score_gemma":0.000028077488,"teacher_disagreement_score":0.89658326,"about_ca_system_score_codex":0.001056837,"about_ca_system_score_gemma":0.0002734148,"threshold_uncertainty_score":0.81829274},"labels":[],"label_agreement":null},{"id":"W2294044876","doi":"10.17705/1jais.00065","title":"Trust In and Adoption of Online Recommendation Agents","year":2005,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":832,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nomological network; Competence (human resources); Internet privacy; Technology acceptance model; Knowledge management; Product (mathematics); Usability; Interpersonal communication; Recommender system; Information overload; Computer science; Business; Psychology; Marketing; World Wide Web; Service (business); Social psychology","score_opus":0.0748575106301165,"score_gpt":0.36611001629254375,"score_spread":0.2912525056624272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2294044876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99153256,0.000023643353,0.0021806264,0.0045309816,0.0009119433,0.00027931348,0.00006494054,0.000007789664,0.00046817635],"genre_scores_gemma":[0.99890614,0.00001984988,0.00042028414,0.00012115174,0.000061034083,0.000003301467,0.000009637917,0.0000022001452,0.00045638075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99764705,0.00012716737,0.0014973443,0.000044203352,0.000602793,0.00008142019],"domain_scores_gemma":[0.9951543,0.0002552479,0.00355113,0.00010992465,0.0009048618,0.000024514937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004611287,0.000055760258,0.00020491245,0.0004851985,0.00006157381,0.0000854608,0.0002460823,0.0001270627,0.0000080119435],"category_scores_gemma":[0.002086144,0.00003679368,0.00009177893,0.00040801207,0.000012251645,0.00156888,0.000030490128,0.00013526215,0.000009477401],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008653882,0.00011864677,0.9154696,0.000018818891,0.000034542918,4.111944e-8,0.0027406875,0.004335357,0.00009665264,0.0037720662,0.015569218,0.057757843],"study_design_scores_gemma":[0.0015240471,0.00005801051,0.80247897,0.00004461931,0.000015079635,0.000012964201,0.004463287,0.007841299,0.00007855954,0.0003696235,0.18305497,0.000058590766],"about_ca_topic_score_codex":0.000005052543,"about_ca_topic_score_gemma":0.000017242672,"teacher_disagreement_score":0.16748576,"about_ca_system_score_codex":0.00027228618,"about_ca_system_score_gemma":0.0000451006,"threshold_uncertainty_score":0.249746},"labels":[],"label_agreement":null},{"id":"W2294655130","doi":"10.17705/1jais.00417","title":"Rejoinder to the Response to \"The Scholarly Capital Model\"","year":2016,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Mittuniversitetet","keywords":"Fallacy; Fetishism; Capital (architecture); Positive economics; Sociology; Neoclassical economics; Public relations; Economics; Epistemology; Political science; History; Philosophy","score_opus":0.31070643013841426,"score_gpt":0.48235518115401477,"score_spread":0.1716487510156005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2294655130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54882973,0.00014121788,0.18488866,0.253783,0.007378768,0.0020929824,0.00032680473,0.000015146181,0.0025436792],"genre_scores_gemma":[0.9835833,0.0000062596064,0.00014329904,0.0012821644,0.00024558013,0.000024746583,2.780358e-7,0.000004735484,0.014709653],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9877746,0.00067107804,0.0014684113,0.00010656186,0.009646769,0.00033258056],"domain_scores_gemma":[0.97806054,0.0067219813,0.0021053692,0.00059679674,0.012293422,0.00022190134],"candidate_categories":["metaresearch","bibliometrics","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.10080459,0.000088078305,0.00020371829,0.008429235,0.000618718,0.005673744,0.002929593,0.00009623295,0.0000081338085],"category_scores_gemma":[0.16426866,0.000028681674,0.000268411,0.026366234,0.000015618922,0.0041151955,0.00030122092,0.00020887659,0.0006395692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004859838,0.00002463652,0.012962414,0.000003820247,0.00007597428,1.5077688e-7,0.0055994904,0.026708188,0.00078975625,0.0035017398,0.93345577,0.016392093],"study_design_scores_gemma":[0.00065994763,0.00016161877,0.046563976,0.000030500556,0.000009930344,0.000012601398,0.0021549985,0.0052908636,0.0001745783,0.00082008954,0.94403464,0.00008624497],"about_ca_topic_score_codex":0.000011442311,"about_ca_topic_score_gemma":0.000007826077,"teacher_disagreement_score":0.43475354,"about_ca_system_score_codex":0.000997909,"about_ca_system_score_gemma":0.00038079225,"threshold_uncertainty_score":0.99535847},"labels":[],"label_agreement":null},{"id":"W231778016","doi":"","title":"RFID and the EPC Network as Enablers of Mobile Business: A Case Study in the Retail Industry.","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"RFID technology advancements","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Supply chain; Business process; Radio-frequency identification; Process management; Computer science; Supply chain management; Business; Context (archaeology); Computer security; Marketing; Work in process","score_opus":0.006805347728250456,"score_gpt":0.21615771976908318,"score_spread":0.20935237204083273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W231778016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962286,0.00021193332,0.0003383968,0.00022282747,0.00063537754,0.0011534182,0.000006444082,0.000014933884,0.0011880634],"genre_scores_gemma":[0.9996755,0.000013180136,0.000019971223,0.000029164508,0.00008817764,0.00007129764,0.0000011549477,0.000004867677,0.0000966823],"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","domain_scores_codex":[0.99860954,0.00011439966,0.0008181002,0.000024876626,0.00031599664,0.000117107236],"domain_scores_gemma":[0.9981177,0.0002668514,0.0011518331,0.00014180993,0.0003138113,0.000008004172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028777192,0.0000738609,0.00020254753,0.000094426294,0.00011047492,0.000067917485,0.00020928876,0.00012739598,7.916706e-7],"category_scores_gemma":[0.000279691,0.00003882497,0.000046683082,0.00048203056,0.000021498608,0.0006026205,0.000020344794,0.00029168848,0.000001065551],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047237314,0.00003773803,0.10976153,0.000081815495,0.00018620674,0.0000042676284,0.0055066454,0.8776971,0.000008628444,0.0016195773,0.0045132153,0.0005360452],"study_design_scores_gemma":[0.043975703,0.00082795427,0.27495676,0.0011447641,0.0010017405,0.004804023,0.31701088,0.10587617,0.0002695947,0.0051961173,0.24394847,0.0009878248],"about_ca_topic_score_codex":0.00013489241,"about_ca_topic_score_gemma":0.000055072625,"teacher_disagreement_score":0.7718209,"about_ca_system_score_codex":0.0002002984,"about_ca_system_score_gemma":0.000024656676,"threshold_uncertainty_score":0.15832363},"labels":[],"label_agreement":null},{"id":"W2395995070","doi":"","title":"Practical Relevance of Knowledge Management and Intellectual Capital Scholarly Research: Books as Knowledge Translation Agents.","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Intellectual Capital and Performance Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Lakehead University","funders":"","keywords":"Relevance (law); Moderation; Intellectual capital; Scholarly communication; Sociology; Computer science; Library science; Knowledge management; Psychology; Public relations; Publishing; Political science; Literature; Art","score_opus":0.08821641188424484,"score_gpt":0.331196205398496,"score_spread":0.24297979351425114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2395995070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79753643,0.0005043119,0.0014014954,0.0011903237,0.0037894328,0.0011931361,0.000013632548,0.000028638251,0.19434258],"genre_scores_gemma":[0.99670947,0.000070284455,0.000110082074,0.00007381631,0.00059584517,0.00001416621,0.0000081578755,0.000008327614,0.0024098584],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99816763,0.000055318615,0.0008508981,0.00006965814,0.00066632876,0.00019018375],"domain_scores_gemma":[0.9951001,0.0006666937,0.0013047365,0.00012949183,0.0027791734,0.000019846559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004386965,0.00010550692,0.00022685342,0.00063111464,0.00032530035,0.0006231085,0.00024897195,0.00012473162,0.000022122143],"category_scores_gemma":[0.0033423281,0.000075320124,0.00017243274,0.00058628013,0.00004722775,0.00590921,0.00008125632,0.0004949973,0.00016562775],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013702508,0.0006285544,0.015792038,0.0042444877,0.0018309308,0.0000015319,0.055451617,0.00038443948,0.0016345746,0.5557933,0.32514042,0.037727874],"study_design_scores_gemma":[0.0011468267,0.000097731856,0.002686092,0.00017722433,0.00020780387,0.000016670821,0.008307958,0.011485368,0.00035670432,0.0012607793,0.97409105,0.00016575959],"about_ca_topic_score_codex":0.000029264133,"about_ca_topic_score_gemma":0.000029587476,"teacher_disagreement_score":0.6489507,"about_ca_system_score_codex":0.0001244145,"about_ca_system_score_gemma":0.0000716114,"threshold_uncertainty_score":0.600865},"labels":[],"label_agreement":null},{"id":"W2399650256","doi":"","title":"Designing a Customer Information Privacy Program Aligned with Organizational Priorities","year":2013,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information and Cyber Security","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Knowledge management; Information privacy; Internet privacy; Process management; Marketing; Computer security; Public relations; Computer science","score_opus":0.006617988322651291,"score_gpt":0.21076501426922378,"score_spread":0.2041470259465725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2399650256","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017490223,0.00003669139,0.9455318,0.0046878876,0.0038925908,0.004916961,0.000031353466,0.00035178007,0.023060754],"genre_scores_gemma":[0.9821201,0.000004654794,0.016480763,0.00076072244,0.0001345632,0.00012914695,0.000021618916,0.0000063382245,0.00034206884],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974399,0.00008973551,0.0011432678,0.00004286045,0.0010655418,0.00021864806],"domain_scores_gemma":[0.99245757,0.00013296667,0.0031344786,0.00020882259,0.0039926716,0.00007350872],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0012400105,0.00013148255,0.00020566191,0.0002807457,0.00033415636,0.0016948674,0.0007062594,0.00010694735,0.0000054916045],"category_scores_gemma":[0.0004515024,0.000084615,0.000110311215,0.00065893336,0.000014900044,0.018580869,0.00007240166,0.0001229855,0.00014035456],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011938319,0.00021631068,0.033584017,0.0008009142,0.00087076396,3.271722e-7,0.10152488,0.0141230505,0.0001611076,0.66515565,0.15314709,0.03029654],"study_design_scores_gemma":[0.0051101,0.0005110197,0.028349148,0.0003133641,0.00008576997,0.00021122482,0.005844264,0.06341543,0.0017283548,0.0013194924,0.89244187,0.00066996703],"about_ca_topic_score_codex":0.000015325564,"about_ca_topic_score_gemma":6.11011e-7,"teacher_disagreement_score":0.9646299,"about_ca_system_score_codex":0.00046418584,"about_ca_system_score_gemma":0.00033643094,"threshold_uncertainty_score":0.9993415},"labels":[],"label_agreement":null},{"id":"W2400151226","doi":"","title":"Effects of Task-Modality Fit on User Performance.","year":2000,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Modality (human–computer interaction); Modalities; Computer science; Task (project management); Stimulus modality; Auditory display; Human–computer interaction; Task analysis; Representation (politics); Cognitive psychology; Psychology; Sensory system","score_opus":0.012786165336463364,"score_gpt":0.3022254320297934,"score_spread":0.28943926669333003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2400151226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94603723,0.000016865873,0.00021604219,0.0005923383,0.0042757047,0.0006171941,0.000038055572,0.00002473627,0.04818182],"genre_scores_gemma":[0.9855251,0.000008909719,0.000010609891,0.000308304,0.00020925695,0.000024419158,0.000004931674,0.000005843185,0.013902649],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979902,0.00020127847,0.0011103235,0.000043486914,0.0005241178,0.00013061],"domain_scores_gemma":[0.9963805,0.00041599615,0.0024061399,0.00015737058,0.0006001074,0.000039892642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013453979,0.00009092294,0.00024272891,0.00015410007,0.00013615155,0.000058181533,0.00021226378,0.00012645156,0.0002011282],"category_scores_gemma":[0.00025273435,0.00006268767,0.00023325291,0.00016316854,0.000010448694,0.0008206123,0.0000068391532,0.00018071088,0.00032550516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039952,0.0012933781,0.06468353,0.0020495867,0.0031051321,0.0000010892167,0.06620797,0.10509462,0.00055686926,0.076209,0.62954396,0.047259655],"study_design_scores_gemma":[0.0027851346,0.00028700128,0.33237284,0.00021723127,0.00007140754,0.00001975629,0.0005602359,0.0012134698,0.00055425375,0.00004408871,0.6617544,0.00012013295],"about_ca_topic_score_codex":0.000012198491,"about_ca_topic_score_gemma":5.413621e-7,"teacher_disagreement_score":0.26768932,"about_ca_system_score_codex":0.00033984293,"about_ca_system_score_gemma":0.000039872706,"threshold_uncertainty_score":0.4183819},"labels":[],"label_agreement":null},{"id":"W2401705034","doi":"","title":"Attitudes of sixth form female students towards the IT field","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Gender and Technology in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Mathematics education; Sixth form; Computer science; Psychology; Mathematics; Pure mathematics","score_opus":0.026657415193298103,"score_gpt":0.3370856655135884,"score_spread":0.31042825032029026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2401705034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8879854,0.00016899408,0.0024862397,0.026580257,0.008436837,0.0015042243,0.000032809556,0.00003945786,0.07276575],"genre_scores_gemma":[0.9975276,0.000016233982,0.000035608402,0.00014700071,0.00027206843,0.000012792695,0.0000020294906,0.0000020379907,0.0019846323],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838126,0.00008951833,0.00061546295,0.000024898824,0.0007698616,0.00011899113],"domain_scores_gemma":[0.99702775,0.00024058731,0.0017952452,0.000102584076,0.0008184961,0.000015336505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029907858,0.00004808101,0.00012726469,0.000083574836,0.00036715664,0.00012789808,0.00049201405,0.00011904084,0.0000037601883],"category_scores_gemma":[0.00081237557,0.000028723714,0.00013625718,0.00021419044,0.000025652505,0.00062726915,0.000024340836,0.00011011618,0.000004692588],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002855191,0.00015540294,0.78964317,0.00009130384,0.0002300701,3.7246252e-8,0.04066902,0.00069920864,0.00003327832,0.06857459,0.097868696,0.0020066828],"study_design_scores_gemma":[0.0010558021,0.00013671417,0.4996551,0.000116008014,0.00013437863,0.000005494876,0.06527813,0.000053740776,0.0010611096,0.00405505,0.4283087,0.00013979478],"about_ca_topic_score_codex":0.00053676084,"about_ca_topic_score_gemma":0.00017668268,"teacher_disagreement_score":0.33043998,"about_ca_system_score_codex":0.00034911188,"about_ca_system_score_gemma":0.00017740951,"threshold_uncertainty_score":0.28239092},"labels":[],"label_agreement":null},{"id":"W2404307579","doi":"","title":"The Development of an AI Journal Ranking List Based on the Revealed Preference Approach.","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Preference; Ranking (information retrieval); Computer science; Information retrieval; Artificial intelligence; Statistics; Mathematics","score_opus":0.14688502714850607,"score_gpt":0.3729769606911954,"score_spread":0.22609193354268933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2404307579","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4077314,0.00018080747,0.53918236,0.017247029,0.012145764,0.004000938,0.00008292076,0.000048427715,0.019380352],"genre_scores_gemma":[0.99609816,0.0000020467396,0.00266519,0.0006182594,0.00021960089,0.000008419074,0.000001695779,0.0000051989045,0.00038144307],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99099356,0.0010511708,0.003357929,0.00008841147,0.004279204,0.0002297035],"domain_scores_gemma":[0.98232675,0.0037436634,0.009489622,0.00048615588,0.0038750104,0.000078799465],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.042565387,0.00014297623,0.00036498235,0.00034029057,0.0012923675,0.002085596,0.0019311759,0.00010922923,0.000006694314],"category_scores_gemma":[0.015893886,0.000058700658,0.00030562724,0.0006512294,0.000025228674,0.0018433813,0.000045496658,0.0004089908,0.000010467019],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00332887,0.0007279749,0.017384935,0.0001192759,0.0006339132,0.000001519078,0.07105791,0.31475082,0.0017235788,0.036376078,0.15171891,0.40217623],"study_design_scores_gemma":[0.005174542,0.0005154284,0.106055245,0.0008781953,0.00009552809,0.00011130923,0.017305106,0.4917514,0.0010261567,0.008957827,0.3676719,0.0004573667],"about_ca_topic_score_codex":0.0000011161235,"about_ca_topic_score_gemma":0.000002634141,"teacher_disagreement_score":0.58836675,"about_ca_system_score_codex":0.00051143055,"about_ca_system_score_gemma":0.00044083528,"threshold_uncertainty_score":0.99895036},"labels":[],"label_agreement":null},{"id":"W2405186825","doi":"","title":"Cognition and Culture in ICT Experience.","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Computer science; World Wide Web","score_opus":0.028193924059841197,"score_gpt":0.28407907737885824,"score_spread":0.25588515331901707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2405186825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77384824,0.00030776075,0.0007303518,0.0015253223,0.0038709105,0.0012105919,0.0000101352025,0.000027845299,0.21846887],"genre_scores_gemma":[0.99619514,0.00008348268,0.000021499574,0.000048089227,0.00016666156,0.000008304365,0.000001250087,0.0000012052578,0.0034743834],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991455,0.00007135678,0.00034545563,0.000019885867,0.00033330233,0.000084500614],"domain_scores_gemma":[0.99884707,0.000060528608,0.00070150907,0.00002719417,0.00034155155,0.000022166561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012673846,0.000032461507,0.000086848544,0.0000920337,0.000327362,0.0001035242,0.00010195127,0.000054416374,0.0000016543828],"category_scores_gemma":[0.00064246135,0.00002316797,0.000047027344,0.00018131422,0.00001701366,0.0013558806,0.000013057283,0.000064421125,0.0000041710196],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004221519,0.00003324032,0.33315292,0.000074725016,0.00006611682,4.835663e-7,0.60407794,0.00027748413,0.000056574896,0.026478346,0.034399737,0.0013402189],"study_design_scores_gemma":[0.0010898942,0.00003189495,0.044649526,0.000113627175,0.000021850567,0.000006443865,0.05295611,0.000483634,0.0000612274,0.0005092663,0.8999755,0.00010101973],"about_ca_topic_score_codex":0.000033529,"about_ca_topic_score_gemma":0.000038866674,"teacher_disagreement_score":0.8655758,"about_ca_system_score_codex":0.00022542822,"about_ca_system_score_gemma":0.000037584818,"threshold_uncertainty_score":0.2517837},"labels":[],"label_agreement":null},{"id":"W2437669222","doi":"10.17705/1jais.00427","title":"Information Systems Control: A Review and Framework for Emerging Information Systems Processes","year":2016,"lang":"en","type":"review","venue":"Journal of the Association for Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; York University","funders":"","keywords":"Control (management); Information system; Knowledge management; Computer science; Information technology; Command and control; Process management; Data science; Management science; Business; Engineering","score_opus":0.015687193520726516,"score_gpt":0.26760049202215486,"score_spread":0.25191329850142835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2437669222","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000022666825,0.9420821,0.038847536,0.0007045237,0.006635576,0.008132041,0.000832469,0.00013821041,0.0026252829],"genre_scores_gemma":[0.0010113227,0.99434644,0.00005183147,0.0011725395,0.0015016855,0.0012782617,0.00036075825,0.00003257407,0.00024456682],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99352354,0.00006990298,0.0048159673,0.0000908023,0.001049158,0.00045060305],"domain_scores_gemma":[0.9673292,0.0006376408,0.026299607,0.00034083507,0.0053594075,0.000033289434],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0044423766,0.000508282,0.0019785753,0.0009950662,0.0005448823,0.00230933,0.00076712057,0.0007902112,0.000002019345],"category_scores_gemma":[0.0058139144,0.00031578715,0.00058177894,0.0009456115,0.000032012456,0.025582047,0.00008530239,0.00046982357,0.00015348654],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000638364,0.000018332727,0.00008245205,0.45897317,0.0010503911,9.383596e-8,0.00044306385,0.00046053447,3.2595942e-8,0.37624013,0.07751419,0.085153766],"study_design_scores_gemma":[0.0010178641,0.000031508564,0.0000069345797,0.04281665,0.0012728389,0.000043241755,0.000843019,0.00044904428,7.9600795e-8,0.00022965802,0.9529302,0.00035893143],"about_ca_topic_score_codex":0.00003456083,"about_ca_topic_score_gemma":9.646061e-7,"teacher_disagreement_score":0.87541604,"about_ca_system_score_codex":0.0007813402,"about_ca_system_score_gemma":0.00047815545,"threshold_uncertainty_score":0.9999294},"labels":[],"label_agreement":null},{"id":"W2465156867","doi":"10.17705/1jais.00099","title":"Research in Information Systems Analysis and Design: Introduction to the Special Issue","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Memorial University of Newfoundland","funders":"","keywords":"Information system; Computer science; Management information systems; Knowledge management; Engineering; Management science","score_opus":0.029048587300642994,"score_gpt":0.3466805199620441,"score_spread":0.3176319326614011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2465156867","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0884749,0.0005178133,0.42120814,0.18988918,0.08780776,0.03682929,0.0007878764,0.00022201546,0.17426302],"genre_scores_gemma":[0.986083,0.000025821011,0.00012834508,0.00017741122,0.011779484,0.00012533035,0.00003987112,0.0000051508327,0.0016356419],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951621,0.0011196313,0.0017085567,0.000056983194,0.0016408665,0.0003118104],"domain_scores_gemma":[0.9943889,0.0005524854,0.0022185917,0.00016285427,0.0026204442,0.000056749028],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.023516133,0.00009679565,0.0002699748,0.0011205444,0.0010556947,0.0013363982,0.0003321162,0.00013323265,0.0000079604115],"category_scores_gemma":[0.0010540152,0.000064579945,0.00012250505,0.0025869834,0.000040572304,0.0059518437,0.00003771971,0.00021327857,0.000051420888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021189325,0.000024680441,0.00991058,0.00012558592,0.00027240065,7.010309e-8,0.06744374,0.17000979,0.000008982007,0.3030121,0.44519177,0.0037884116],"study_design_scores_gemma":[0.00046365368,0.000047123664,0.007252914,0.000027766411,0.000056973247,0.0000029307664,0.056172483,0.001431938,0.000015185209,0.00017339899,0.9342791,0.0000765227],"about_ca_topic_score_codex":0.002908651,"about_ca_topic_score_gemma":0.00042740192,"teacher_disagreement_score":0.89760804,"about_ca_system_score_codex":0.0015170049,"about_ca_system_score_gemma":0.00021063078,"threshold_uncertainty_score":0.9997003},"labels":[],"label_agreement":null},{"id":"W247356838","doi":"10.17705/1jais.00396","title":"Conceptualizing Routing Decisions in Business Processes: Theoretical Analysis and Empirical Testing","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Scope (computer science); Merge (version control); Process (computing); Business process; Business process discovery; Routing (electronic design automation); Business rule; Artifact-centric business process model; Business process management; Business process modeling; Data science; Management science; Process management; Work in process; Information retrieval; Operations management; Engineering; Programming language","score_opus":0.056801104490961055,"score_gpt":0.2874748347478308,"score_spread":0.23067373025686977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W247356838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7882297,0.0003144322,0.19889961,0.004952013,0.0014272956,0.00061938283,0.000014293113,0.00007802565,0.0054652328],"genre_scores_gemma":[0.9989867,0.000005446575,0.00026605182,0.0003242096,0.00037199014,0.000007946121,0.00000807884,0.0000063497573,0.000023230876],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981248,0.000031496777,0.0010145882,0.00007436758,0.00058702606,0.00016773035],"domain_scores_gemma":[0.9921817,0.0005050151,0.0022377102,0.000089873145,0.004965076,0.000020586562],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0035508524,0.00010590072,0.0003597736,0.0006243711,0.00017572491,0.00074894214,0.00021772702,0.00009159542,6.838863e-7],"category_scores_gemma":[0.020036891,0.00007035183,0.000101152225,0.0039044642,0.000026681495,0.0028524285,0.000071361246,0.00013020237,0.0000037926393],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005329429,0.00004091091,0.8302678,0.0002026788,0.000284544,4.0906954e-7,0.0016015394,0.15021896,0.000006248559,0.015005173,0.00065404346,0.0016644017],"study_design_scores_gemma":[0.0028336497,0.000016180913,0.0710188,0.0007562008,0.0017078684,0.000014767903,0.013101053,0.8911583,0.000009321757,0.0058700014,0.013121053,0.00039282985],"about_ca_topic_score_codex":0.00010798393,"about_ca_topic_score_gemma":0.000021328879,"teacher_disagreement_score":0.759249,"about_ca_system_score_codex":0.00017706455,"about_ca_system_score_gemma":0.0001643432,"threshold_uncertainty_score":0.9882178},"labels":[],"label_agreement":null},{"id":"W2503215113","doi":"10.17705/1jais.00431","title":"Choosing a Fit Technology: Understanding Mindfulness in Technology Adoption and Continuance","year":2016,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":122,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"National Natural Science Foundation of China; City University of Hong Kong; National Science Foundation","keywords":"Mindfulness; Continuance; Context (archaeology); Psychology; Knowledge management; Task (project management); Early adopter; Cognition; Marketing; Computer science; Business; Social psychology; Engineering; Psychotherapist","score_opus":0.08088243521763477,"score_gpt":0.3357206339010174,"score_spread":0.25483819868338264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2503215113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8525569,0.00010973452,0.1215342,0.022763928,0.0019571702,0.00058471056,0.00003035243,0.00006529394,0.00039770617],"genre_scores_gemma":[0.99919635,0.0000049099817,0.00015211574,0.000048063,0.000031659478,0.00002092843,2.3558258e-7,0.0000041632256,0.00054158486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976899,0.00008778916,0.0012773327,0.00009366244,0.00066347944,0.00018780974],"domain_scores_gemma":[0.9953807,0.00047600325,0.0030370567,0.00021404366,0.00086364936,0.00002856993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004400812,0.000093910756,0.0002979869,0.0016359617,0.000176614,0.00017776525,0.00048293878,0.00037188496,0.0000026710736],"category_scores_gemma":[0.005306043,0.000051798725,0.00008506319,0.0013122925,0.00006939251,0.0015962623,0.00007257321,0.00020902559,0.000013566723],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006586828,0.000025996065,0.8093149,0.000012160683,0.000035249428,5.491795e-7,0.00041827475,0.00011429042,0.00041050627,0.16178155,0.0029330254,0.024887623],"study_design_scores_gemma":[0.0164618,0.0004845385,0.3404788,0.002165245,0.00014629355,0.00061363674,0.064767875,0.0019932848,0.008289699,0.33723772,0.22648817,0.0008729005],"about_ca_topic_score_codex":0.0000014468961,"about_ca_topic_score_gemma":0.000007836752,"teacher_disagreement_score":0.4688361,"about_ca_system_score_codex":0.0008598461,"about_ca_system_score_gemma":0.00006830634,"threshold_uncertainty_score":0.63522124},"labels":[],"label_agreement":null},{"id":"W2523710429","doi":"","title":"Towards an Architecture for Big Data-Driven Knowledge Management Systems.","year":2016,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Computer science; Big data; Knowledge management; Digital transformation; Data management; Leverage (statistics); Data science; Architecture; Data architecture; Competitor analysis; Reference architecture; Software architecture; World Wide Web; Artificial intelligence; Business; Database; Data mining","score_opus":0.08356458326612051,"score_gpt":0.2979537129087151,"score_spread":0.21438912964259457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2523710429","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007885831,0.00053419254,0.85752434,0.007852372,0.07002891,0.0064709014,0.0019560235,0.00021454805,0.04753289],"genre_scores_gemma":[0.9899865,0.000027477017,0.00023857267,0.00029406056,0.0070146276,0.000077113924,0.00019322311,0.000021407623,0.0021470333],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99827605,0.000026988017,0.0008894363,0.000099101264,0.0005003218,0.00020810087],"domain_scores_gemma":[0.9953777,0.00011369946,0.00259868,0.00042018332,0.0014729125,0.000016781782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022356212,0.00013455673,0.000252665,0.00030390391,0.00022757496,0.0007242544,0.0010880375,0.000100066245,0.0000019653369],"category_scores_gemma":[0.0005185016,0.00007149681,0.0001257983,0.00029970423,0.000013557183,0.004929041,0.00019717093,0.00007177807,0.000051104387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042946634,0.00020843797,0.006562416,0.004530629,0.00094169675,4.75308e-7,0.0006373357,0.0052341605,0.00015923395,0.2180641,0.52948844,0.23374364],"study_design_scores_gemma":[0.0008341396,0.000016078468,0.0012413333,0.0003332338,0.00013325449,0.0000055676487,0.00047292738,0.004417838,0.000013289465,0.00035499458,0.9920523,0.00012502518],"about_ca_topic_score_codex":0.000026301635,"about_ca_topic_score_gemma":0.000015535696,"teacher_disagreement_score":0.98210067,"about_ca_system_score_codex":0.00023777469,"about_ca_system_score_gemma":0.0000529218,"threshold_uncertainty_score":0.6984002},"labels":[],"label_agreement":null},{"id":"W253389028","doi":"","title":"Are we on the wrong track and so do MIS curricula need to be reengineered","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Curriculum; Perspective (graphical); Track (disk drive); Panel discussion; Engineering management; Balance (ability); Business; Engineering ethics; Computer science; Knowledge management; Public relations; Engineering; Political science; Sociology; Psychology; Advertising; Pedagogy","score_opus":0.041557964578993925,"score_gpt":0.22504251178046544,"score_spread":0.1834845472014715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W253389028","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16753295,0.00019345504,0.004041143,0.089943156,0.014318542,0.005529284,0.00005351969,0.00017967333,0.71820825],"genre_scores_gemma":[0.9951125,0.0000027620724,0.000026321353,0.0035112482,0.0004956402,0.000020067611,0.0000027452973,0.0000070951214,0.00082166324],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988176,0.000019620375,0.00059420575,0.00004253866,0.00040404315,0.00012198298],"domain_scores_gemma":[0.9967747,0.00006142632,0.0021523575,0.00011990123,0.0008811564,0.000010513909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017781567,0.0000910501,0.00014897388,0.00027130457,0.0002538766,0.000537822,0.00022291145,0.000052117783,0.000006882415],"category_scores_gemma":[0.00045886327,0.000053771604,0.000093865936,0.0004389231,0.000007291623,0.0010449435,0.000037927603,0.00010667399,0.00005030825],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011087739,0.00006875842,0.013758444,0.0003538668,0.00022905464,3.2931268e-7,0.004896468,0.00061375496,0.000019237603,0.6450641,0.3319887,0.0028963804],"study_design_scores_gemma":[0.00072682695,0.00001901536,0.013214789,0.00020257967,0.00006354393,0.0000016411657,0.011973031,0.00239228,0.000023738961,0.00036554874,0.97089416,0.00012281812],"about_ca_topic_score_codex":0.000008090267,"about_ca_topic_score_gemma":0.0000041176395,"teacher_disagreement_score":0.8275795,"about_ca_system_score_codex":0.00013470848,"about_ca_system_score_gemma":0.00000963217,"threshold_uncertainty_score":0.518623},"labels":[],"label_agreement":null},{"id":"W2588437433","doi":"","title":"Enhancing Learning Outcomes through Experiential Learning: Using Open-Source Systems to Teach Enterprise Systems and Business Process Management","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Memorial University of Newfoundland","keywords":"Experiential learning; Knowledge management; Enterprise resource planning; Business process; Psychology; Pedagogy; Computer science; Engineering; Operations management","score_opus":0.0226050764048545,"score_gpt":0.2821406029584593,"score_spread":0.2595355265536048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588437433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76044387,0.00049375126,0.14540756,0.0018252975,0.032104198,0.008650459,0.000007328418,0.00029273645,0.05077479],"genre_scores_gemma":[0.99193823,0.000007561555,0.000150467,0.00019827059,0.00094285136,0.00010689073,0.00001796374,0.000027907834,0.0066098417],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973005,0.00012733384,0.0011967233,0.00014372775,0.0009443276,0.00028739372],"domain_scores_gemma":[0.9939043,0.00010007471,0.0038597747,0.00015837984,0.0019390978,0.00003835515],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0051500546,0.00021007414,0.00042801883,0.0004144032,0.0005380097,0.0035520848,0.0005272334,0.00009337287,0.0000014034955],"category_scores_gemma":[0.0016044858,0.00016083146,0.0000886596,0.0006481126,0.000010158594,0.0056666937,0.0003292191,0.00019374189,0.000017266117],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005203355,0.00019236325,0.3029133,0.00607862,0.0009058552,0.0000013250371,0.021083735,0.619254,0.00007351386,0.015676709,0.031887945,0.0014122688],"study_design_scores_gemma":[0.0019645717,0.00002974355,0.003211779,0.0008961023,0.00024789938,0.000011201986,0.0689355,0.027994806,0.000006366241,0.000036639944,0.8963562,0.00030917555],"about_ca_topic_score_codex":0.00038458544,"about_ca_topic_score_gemma":0.0000036528786,"teacher_disagreement_score":0.8644683,"about_ca_system_score_codex":0.0005281042,"about_ca_system_score_gemma":0.00006132577,"threshold_uncertainty_score":0.9974823},"labels":[],"label_agreement":null},{"id":"W2605650569","doi":"10.17705/1jais.00442","title":"Overconfidence in Phishing Email Detection","year":2016,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"University of Texas at Arlington; University of Texas at San Antonio; National Science Foundation","keywords":"Overconfidence effect; Phishing; Optimism; Psychology; Computer science; Social psychology; Artificial intelligence; Actuarial science; Business; World Wide Web; The Internet","score_opus":0.01773703219363076,"score_gpt":0.28023087152832493,"score_spread":0.26249383933469417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605650569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7003604,0.0001429169,0.07782596,0.02267304,0.022477942,0.0030127186,0.000080798265,0.00012200821,0.17330419],"genre_scores_gemma":[0.99754906,0.000037016853,0.000018302486,0.00017782643,0.00022951921,0.0000027342003,3.1636839e-7,0.0000023067396,0.0019829161],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981051,0.00017348526,0.00077162543,0.000024252113,0.000759696,0.0001658569],"domain_scores_gemma":[0.9960956,0.00037874895,0.0026728017,0.00007194041,0.00072574173,0.000055177505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053292317,0.000051409817,0.00012711105,0.00019992366,0.00024587978,0.00024809493,0.00022110749,0.00010550351,0.000008743541],"category_scores_gemma":[0.007217168,0.000029998717,0.000104614315,0.00029961372,0.000015761589,0.005297395,0.000011132356,0.00008481051,0.000029940002],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042433492,0.000110729095,0.07823099,0.0002731377,0.00026749194,4.832816e-7,0.41090286,0.003582515,0.0034913954,0.23252359,0.07195832,0.19823416],"study_design_scores_gemma":[0.0023095817,0.00006336876,0.037746955,0.00044942682,0.000020690011,0.000009184806,0.027566854,0.00033566094,0.0008963647,0.0009329967,0.92949885,0.00017007824],"about_ca_topic_score_codex":0.00016166283,"about_ca_topic_score_gemma":0.00019749804,"teacher_disagreement_score":0.85754055,"about_ca_system_score_codex":0.0013531945,"about_ca_system_score_gemma":0.00020705408,"threshold_uncertainty_score":0.86401457},"labels":[],"label_agreement":null},{"id":"W2610345193","doi":"10.17705/1jais.00456","title":"Representing Crowd Knowledge: Guidelines for Conceptual Modeling of User-generated Content","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; University of Saskatchewan","funders":"","keywords":"Crowdsourcing; Computer science; Conceptual model; Conceptual framework; User-generated content; Data science; Set (abstract data type); Knowledge management; World Wide Web; Social media; Sociology","score_opus":0.19013562093824118,"score_gpt":0.362154947053256,"score_spread":0.17201932611501483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610345193","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03094051,0.00006967052,0.9608065,0.0024522063,0.004065608,0.00079791516,0.00005204279,0.00002581329,0.0007897668],"genre_scores_gemma":[0.9859384,0.0000032394137,0.012421726,0.00009686448,0.00035488518,0.000028520906,0.0000064581586,0.0000065642903,0.0011433932],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974414,0.00006669983,0.0017797162,0.00006782497,0.00048639835,0.00015793604],"domain_scores_gemma":[0.97839576,0.00028516594,0.006746199,0.00044518698,0.014093548,0.000034160206],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004097905,0.0000921619,0.0002905465,0.00014042418,0.00062127755,0.00074766384,0.0012730608,0.000095642405,2.6424283e-7],"category_scores_gemma":[0.01119489,0.000067222965,0.00023390737,0.00017327743,0.00002064839,0.003458485,0.00015644278,0.00010142104,0.0000026487983],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000111618225,0.00013614059,0.03226319,0.000404296,0.0010760382,1.7588468e-7,0.01897168,0.5292886,0.0033234223,0.3043578,0.10309957,0.0069674635],"study_design_scores_gemma":[0.00205846,0.00006703591,0.0011890791,0.0002416438,0.000046967478,0.000009878134,0.0018422478,0.929897,0.0018674381,0.00034269123,0.06228794,0.00014961697],"about_ca_topic_score_codex":0.000032080192,"about_ca_topic_score_gemma":0.0000028599575,"teacher_disagreement_score":0.95499784,"about_ca_system_score_codex":0.0002398983,"about_ca_system_score_gemma":0.00023457732,"threshold_uncertainty_score":0.9971342},"labels":[],"label_agreement":null},{"id":"W261145228","doi":"","title":"SOCIAL COGNITIVE DETERMINANTS OF NON-MALICIOUS, COUNTERPRODUCTIVE COMPUTER SECURITY BEHAVIORS (CCSB): AN EMPIRICAL ANALYSIS","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cape Breton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Social cognitive theory; Social psychology; Facilitator; Outcome (game theory); Self-efficacy; Cognition; Social cognition; Observational learning; Organizational commitment; Observational study; Applied psychology; Economics; Experiential learning; Statistics","score_opus":0.010446985165203267,"score_gpt":0.29796605564339185,"score_spread":0.2875190704781886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W261145228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6311677,0.000004145949,0.3655574,0.00027547713,0.0016341504,0.00049665506,0.000078488505,0.000025000892,0.00076098036],"genre_scores_gemma":[0.9989925,8.846108e-7,0.0004278273,0.00028510077,0.00024009055,0.000009352451,0.00001426811,0.0000036299848,0.000026318165],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971845,0.0002791245,0.0013465986,0.000085937805,0.0009152405,0.00018859265],"domain_scores_gemma":[0.9925093,0.00018915089,0.004340933,0.00020369352,0.0026906736,0.00006623216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031300941,0.00013155008,0.00047068784,0.00036243533,0.0002703558,0.00029476997,0.00066688797,0.00014649353,0.0000010211038],"category_scores_gemma":[0.00023925527,0.00009786849,0.00040294277,0.0007180756,0.0000285994,0.003751913,0.0000846142,0.0001859215,0.000006303688],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003683059,0.00080062886,0.60272104,0.00047401825,0.002636051,7.407523e-7,0.32495305,0.0071557537,0.000055438977,0.027263636,0.016081886,0.01748944],"study_design_scores_gemma":[0.0025487766,0.000568136,0.30705294,0.00010515513,0.0007237252,0.000032144246,0.0022956764,0.67433804,0.0008711295,0.0003954029,0.010675215,0.0003936598],"about_ca_topic_score_codex":0.000030098483,"about_ca_topic_score_gemma":0.000017033542,"teacher_disagreement_score":0.66718227,"about_ca_system_score_codex":0.00028828878,"about_ca_system_score_gemma":0.00012193659,"threshold_uncertainty_score":0.39909613},"labels":[],"label_agreement":null},{"id":"W2619919445","doi":"","title":"Understanding IS Adoption and Success: Integration of IS Success and Technology Adoption Research","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Knowledge management; Success factors; Computer science; Business; Process management","score_opus":0.28720496401308276,"score_gpt":0.4380380565128669,"score_spread":0.15083309249978416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619919445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9671801,0.00013083131,0.01586042,0.013716312,0.001337026,0.00060836045,0.00006943139,0.000021308257,0.0010762236],"genre_scores_gemma":[0.99905396,0.000104744446,0.00017974911,0.000043918983,0.00005155366,0.000009272755,0.0000016722435,0.000004528674,0.00055060367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968697,0.00016908077,0.0012601386,0.00011127652,0.0014237167,0.0001661067],"domain_scores_gemma":[0.9907496,0.0004388973,0.004879169,0.00039990703,0.0034870745,0.0000453465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0099717025,0.0000958073,0.00030576665,0.0011517892,0.00092375634,0.0008946914,0.00070628495,0.0003556653,0.0000050525377],"category_scores_gemma":[0.005085782,0.00006383925,0.000089645604,0.0005341345,0.00017773721,0.0032925329,0.00015444026,0.00035571284,0.000005732781],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008683282,0.00002932167,0.9051312,0.000050379615,0.00006590433,1.54058e-7,0.0034345777,0.00003501206,0.0007129404,0.07151658,0.012530035,0.006407029],"study_design_scores_gemma":[0.0037339644,0.00048199648,0.8507146,0.0006334894,0.00013450999,0.00010165338,0.04718599,0.007899109,0.0042107264,0.05186523,0.03272301,0.00031569914],"about_ca_topic_score_codex":0.000027892525,"about_ca_topic_score_gemma":0.000015874175,"teacher_disagreement_score":0.05441661,"about_ca_system_score_codex":0.00040810867,"about_ca_system_score_gemma":0.000088316076,"threshold_uncertainty_score":0.862753},"labels":[],"label_agreement":null},{"id":"W2620626009","doi":"","title":"Social Construction of Appropriate Use of Enterprise Social Media","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Business and Economic Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Social media; Computer science; Business; Knowledge management; World Wide Web","score_opus":0.02320456268766183,"score_gpt":0.22168244729539952,"score_spread":0.1984778846077377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620626009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936975,0.0000022880238,0.0009500227,0.00053908,0.0025437428,0.00023831057,0.00005407676,0.000003174736,0.001971804],"genre_scores_gemma":[0.9994838,0.0000040845744,0.0002669489,0.000013418344,0.00011244231,0.0000033524584,0.0000027886094,0.0000026714843,0.00011045548],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987388,0.000030542247,0.0007838992,0.00002832154,0.0003378752,0.00008055301],"domain_scores_gemma":[0.9945952,0.000053812113,0.005087817,0.00007734856,0.00016946682,0.000016329588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009781875,0.00005301446,0.00020637616,0.000039293558,0.00027269343,0.000104246494,0.00023112619,0.00007611436,0.000011106724],"category_scores_gemma":[0.0004171867,0.000038971208,0.00013439874,0.000039569793,0.000054798158,0.0016435537,0.0000666274,0.00005533908,0.0000071206746],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040879118,0.00012641239,0.8693944,0.0003123387,0.0005465462,1.2372378e-7,0.03693069,0.005754475,0.0012021345,0.009663139,0.032042466,0.043618478],"study_design_scores_gemma":[0.0015187818,0.000018135552,0.9472439,0.000056956567,0.0000632209,0.0000064979026,0.001345155,0.0011785113,0.00069626555,0.0004446201,0.047314852,0.00011305802],"about_ca_topic_score_codex":0.000050706374,"about_ca_topic_score_gemma":0.000007749892,"teacher_disagreement_score":0.07784954,"about_ca_system_score_codex":0.00035998726,"about_ca_system_score_gemma":0.000031754753,"threshold_uncertainty_score":0.2097365},"labels":[],"label_agreement":null},{"id":"W2620679740","doi":"","title":"How Do Multiple Topics in Terse Tweets Affect Retweeting? Evidence from the 2013 Colorado Floods","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Affect (linguistics); Computer science; Data science; Psychology","score_opus":0.04435476702971626,"score_gpt":0.32362317851267836,"score_spread":0.2792684114829621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620679740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79350144,0.0008149264,0.0014488038,0.18713503,0.0061106808,0.0020253374,0.000060213133,0.000028395425,0.008875193],"genre_scores_gemma":[0.9982468,0.00025045875,0.00010348308,0.00007893459,0.0004899792,0.000024068624,0.0000037742927,0.0000031481816,0.0007993446],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980052,0.00058512104,0.0005546262,0.00004467806,0.0006623968,0.00014798816],"domain_scores_gemma":[0.99391174,0.0013571911,0.0035207474,0.00042154372,0.0007509192,0.0000378796],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0067184586,0.000067032495,0.0001677508,0.00006523494,0.0014289559,0.0020189271,0.00114049,0.00014183567,0.0000017408454],"category_scores_gemma":[0.010870679,0.00004165321,0.0001467323,0.00014310778,0.000044409255,0.004155713,0.00007618042,0.00022516829,0.0000058682326],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002643395,0.000020321258,0.9233589,0.000013602137,0.0000758889,5.9900984e-8,0.027352402,0.0007046959,0.000018750814,0.0042662947,0.04089513,0.0032675087],"study_design_scores_gemma":[0.0006640533,0.000023552735,0.42207882,0.0002870309,0.000036478217,6.180822e-7,0.0136000905,0.0020549719,0.00001580269,0.0003326837,0.56082225,0.00008366612],"about_ca_topic_score_codex":0.0018811338,"about_ca_topic_score_gemma":0.0013855746,"teacher_disagreement_score":0.5199271,"about_ca_system_score_codex":0.000628677,"about_ca_system_score_gemma":0.00016903896,"threshold_uncertainty_score":0.9998711},"labels":[],"label_agreement":null},{"id":"W2620706065","doi":"","title":"The Effect of Work-Home Conflict on IT Employees in Japan: The Moderating Role of Conscientiousness","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Conscientiousness; Psychology; Social psychology; Work (physics); Personality; Big Five personality traits; Engineering; Extraversion and introversion","score_opus":0.018148731336245963,"score_gpt":0.2974413275493298,"score_spread":0.27929259621308383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620706065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98265713,0.00020054136,0.000020940102,0.0019816554,0.001858593,0.00079247804,0.000014213693,0.0000065739237,0.012467853],"genre_scores_gemma":[0.99928963,0.00006532778,0.000003639979,0.000019247773,0.0001499961,0.000021811764,5.5607046e-7,0.0000039864603,0.00044579746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974811,0.0004912606,0.000859365,0.000040416737,0.00094819616,0.00017965134],"domain_scores_gemma":[0.9918865,0.0021919329,0.004991234,0.00024947606,0.00065597525,0.000024906722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010549546,0.00007866355,0.00027838387,0.00007624814,0.0011528041,0.00041123622,0.0008416211,0.00010257642,8.038722e-7],"category_scores_gemma":[0.0039026758,0.000039192677,0.00018055568,0.00015408202,0.00013777574,0.0008215049,0.000042049796,0.00018250667,0.0000024873627],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020510828,0.000026540367,0.90386665,0.00008107938,0.00016496451,3.19408e-8,0.07029393,0.008190193,0.00007543067,0.010777915,0.0038033864,0.0025147498],"study_design_scores_gemma":[0.0041392883,0.00055221363,0.78285646,0.0017418662,0.00011276132,0.0000024808996,0.11078845,0.0012838037,0.0010841967,0.00082009024,0.09634085,0.0002775096],"about_ca_topic_score_codex":0.0001681792,"about_ca_topic_score_gemma":0.00026713317,"teacher_disagreement_score":0.12101018,"about_ca_system_score_codex":0.00031177787,"about_ca_system_score_gemma":0.00011518029,"threshold_uncertainty_score":0.8866554},"labels":[],"label_agreement":null},{"id":"W2620773589","doi":"","title":"Identifying the Conditions under Which Online Reviews Translate into Product Sales: A Sentiment Analysis Approach","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Sentiment Analysis and Opinion Mining","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Sentiment analysis; Computer science; Product (mathematics); Data science; Artificial intelligence; Mathematics","score_opus":0.05243727107187047,"score_gpt":0.339396311698,"score_spread":0.28695904062612954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620773589","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012534679,0.0011764303,0.9671398,0.012630309,0.0036824408,0.0015015458,0.00003875732,0.000031801497,0.00126426],"genre_scores_gemma":[0.9956552,0.000103812425,0.0028683115,0.00017042471,0.00029985598,0.000026316406,0.00004183976,0.0000041185526,0.00083014177],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975403,0.00023318865,0.0012324137,0.00009645392,0.0007475881,0.00015006005],"domain_scores_gemma":[0.99278575,0.000105330546,0.005523907,0.0006325812,0.00091129326,0.00004111271],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0046867477,0.000111101544,0.00037482003,0.00026668055,0.0011743971,0.0017655763,0.001299924,0.000049349524,0.0000015805912],"category_scores_gemma":[0.0003637023,0.00006162985,0.00059333973,0.0006698927,0.000015551193,0.0028125606,0.0000863504,0.00015829489,0.000013870002],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008039587,0.0009375525,0.15094833,0.0012969689,0.03116627,6.555126e-7,0.11731509,0.4069285,0.0012432503,0.14259072,0.1324335,0.01505876],"study_design_scores_gemma":[0.0027816717,0.00007598853,0.13600606,0.00051136967,0.0041573625,0.000028418915,0.00748551,0.6372123,0.00031536256,0.0013783263,0.20944291,0.00060476485],"about_ca_topic_score_codex":0.000022258784,"about_ca_topic_score_gemma":0.000019315934,"teacher_disagreement_score":0.9831205,"about_ca_system_score_codex":0.00023613765,"about_ca_system_score_gemma":0.00007190184,"threshold_uncertainty_score":0.9992707},"labels":[],"label_agreement":null},{"id":"W2620819614","doi":"","title":"The Effects of Operational and Cognitive Compatibilities on the Big Data Analytics Usage: Firm Distinctive Value Creation.","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Big data; Analytics; Computer science; Value (mathematics); Data science; Value creation; Cognition; Knowledge management; Business; Data mining; Psychology; Machine learning","score_opus":0.0829737556612335,"score_gpt":0.30418016826761796,"score_spread":0.22120641260638446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620819614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85571444,0.0009409846,0.04095316,0.028860347,0.027356114,0.00684989,0.001870715,0.000049666807,0.037404664],"genre_scores_gemma":[0.9986744,0.000021386268,0.0000057586353,0.0002309765,0.00067474245,0.000009756664,0.00004971869,0.000003631995,0.00032966572],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99873763,0.00004357761,0.00054485124,0.00005395972,0.00053104345,0.0000889618],"domain_scores_gemma":[0.9929108,0.0019032842,0.0032900693,0.00033926396,0.0015502207,0.000006345604],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0023161706,0.00008364929,0.00015710488,0.000062345025,0.0012543283,0.0013518735,0.0007135266,0.000045119974,0.0000013313901],"category_scores_gemma":[0.012688355,0.000039374463,0.000057872898,0.000098393175,0.00009383728,0.0028016302,0.00019534955,0.000112530724,0.0000057678567],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085876643,0.00020630803,0.36529616,0.0019244708,0.0016857986,4.1782843e-7,0.002757799,0.002513411,0.00006195814,0.49141178,0.09885803,0.034425102],"study_design_scores_gemma":[0.0015868894,0.000074925796,0.7220106,0.0012285139,0.0006118448,0.0000055474316,0.0045345873,0.08123591,0.00023768947,0.0028917661,0.18534382,0.00023789126],"about_ca_topic_score_codex":0.00011305349,"about_ca_topic_score_gemma":0.000025715908,"teacher_disagreement_score":0.48852,"about_ca_system_score_codex":0.00006151995,"about_ca_system_score_gemma":0.000055872883,"threshold_uncertainty_score":0.9996848},"labels":[],"label_agreement":null},{"id":"W2620856976","doi":"","title":"Exploring Satisfaction with and Trust in Social Networking Sites through the Lens of Fan Pages: Uncertainty Reduction and General Systems Theory Perspective","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Perspective (graphical); Through-the-lens metering; Reduction (mathematics); Lens (geology); Computer science; Sociology; Artificial intelligence; Mathematics; Physics; Optics","score_opus":0.18172433816923864,"score_gpt":0.3543398184188875,"score_spread":0.17261548024964887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620856976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99483645,0.0001363513,0.0012626168,0.0015748725,0.0012915046,0.00040406332,0.000014807174,0.000009271092,0.00047009328],"genre_scores_gemma":[0.9994231,0.00009232362,0.000037964255,0.00001462146,0.00027132285,0.00001977672,7.5008745e-7,0.000004216761,0.00013593306],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980018,0.00029523743,0.00082837907,0.00008194296,0.0006711706,0.00012144589],"domain_scores_gemma":[0.99434394,0.00031576553,0.004191356,0.00019071129,0.0009422155,0.000016020067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004763017,0.000091753194,0.00027464065,0.00017667978,0.00085135916,0.00053724647,0.00026903904,0.00010893741,4.4333922e-7],"category_scores_gemma":[0.0010344695,0.00004891872,0.000076642835,0.00018870302,0.00010038307,0.0032411865,0.00004936491,0.00022338882,5.2520016e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031350536,0.000019140138,0.80983585,0.00003425065,0.00016677535,1.8397411e-7,0.04004528,0.009047741,0.00019874303,0.13462012,0.0010160783,0.004702321],"study_design_scores_gemma":[0.001217748,0.00008916076,0.8708906,0.00012002734,0.00006629187,0.00005255115,0.11894506,0.0020004879,0.00003411524,0.0037130506,0.0027696008,0.00010127785],"about_ca_topic_score_codex":0.00022079945,"about_ca_topic_score_gemma":0.0000685265,"teacher_disagreement_score":0.13090707,"about_ca_system_score_codex":0.00033674177,"about_ca_system_score_gemma":0.000047583562,"threshold_uncertainty_score":0.65480524},"labels":[],"label_agreement":null},{"id":"W2620942420","doi":"","title":"Material-discursive practices in technology standards development: A topic-modeling approach to technology evolution","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Performative utterance; Dialogical self; Sociology; Perspective (graphical); Epistemology; Process (computing); Knowledge management; Computer science","score_opus":0.022815953987499252,"score_gpt":0.2988327899512741,"score_spread":0.27601683596377485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620942420","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.096489005,0.000018174067,0.88974744,0.007816723,0.002284411,0.0009049921,0.000023411883,0.00005840147,0.0026574202],"genre_scores_gemma":[0.97775996,9.599622e-7,0.021928761,0.000041545376,0.00006925325,0.00006301641,0.0000020011132,0.000003987019,0.00013054284],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998111,0.000048532,0.0009431439,0.00008678806,0.00061765633,0.0001928832],"domain_scores_gemma":[0.9920996,0.000046643705,0.005044245,0.00041129623,0.002372483,0.00002575822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031015477,0.000089650246,0.0002214409,0.0008067281,0.0005391488,0.00081101956,0.0015016695,0.00018840683,2.165116e-7],"category_scores_gemma":[0.0054848925,0.000068473564,0.00004756486,0.0006549235,0.000013949589,0.0037497445,0.00025536513,0.00019611437,0.0000058425835],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011937069,0.00022568807,0.12377519,0.0003184052,0.00039786985,9.88255e-7,0.026974075,0.06711858,0.0005683365,0.7543328,0.004461648,0.021707082],"study_design_scores_gemma":[0.0072347214,0.0004716188,0.04087092,0.0016604542,0.00010867623,0.0003638266,0.029265193,0.17725044,0.0037492742,0.024971094,0.7126927,0.0013611005],"about_ca_topic_score_codex":0.000020408203,"about_ca_topic_score_gemma":0.000009871299,"teacher_disagreement_score":0.88127095,"about_ca_system_score_codex":0.0016762352,"about_ca_system_score_gemma":0.0004709942,"threshold_uncertainty_score":0.7820681},"labels":[],"label_agreement":null},{"id":"W2620966947","doi":"","title":"Do the Roles of the CEO and CFO Differ when it comes to Data Security Breaches","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information and Cyber Security","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Data breach; Business; Computer security; Computer science; Internet privacy","score_opus":0.02834237203203264,"score_gpt":0.2690763808982963,"score_spread":0.24073400886626364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620966947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46396345,0.00068031333,0.0897336,0.36182818,0.024010122,0.0069562476,0.0016218781,0.0001225786,0.051083624],"genre_scores_gemma":[0.9988176,0.0000105238905,0.00011472127,0.0007209908,0.00010075794,0.0000053997337,0.000002772338,0.000002178411,0.0002250443],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982081,0.00013070817,0.0007521384,0.00005185246,0.0007332986,0.00012391408],"domain_scores_gemma":[0.9948112,0.00020823439,0.0032920872,0.0009924846,0.00065382646,0.000042161544],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0034518873,0.00008593249,0.00019118079,0.000058978865,0.0007291822,0.0011989438,0.0030144174,0.00006810027,9.73265e-7],"category_scores_gemma":[0.000916134,0.000040757597,0.000109763896,0.000086163585,0.00003133468,0.004027475,0.00072569796,0.00015995058,0.0000051081984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007399314,0.00008658098,0.0687993,0.00034507754,0.0005562166,1.0258024e-7,0.282474,0.0005547867,0.00005325526,0.23471186,0.39391947,0.01842535],"study_design_scores_gemma":[0.0018311932,0.00008778903,0.15820168,0.00033745958,0.000095721574,0.000057155383,0.008785691,0.058917996,0.00050843414,0.005286173,0.76562506,0.0002656779],"about_ca_topic_score_codex":0.000034179244,"about_ca_topic_score_gemma":0.00004625081,"teacher_disagreement_score":0.5348542,"about_ca_system_score_codex":0.000109930465,"about_ca_system_score_gemma":0.00008258429,"threshold_uncertainty_score":0.99983793},"labels":[],"label_agreement":null},{"id":"W2620971515","doi":"","title":"How does Social Networking Reduce Loneliness for Older Adults","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Loneliness; Computer science; Internet privacy; Psychology; Social psychology","score_opus":0.020093884025326404,"score_gpt":0.29632731036985865,"score_spread":0.27623342634453224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620971515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5305253,0.0004517198,0.035477642,0.2930743,0.11366868,0.012745438,0.00055088405,0.00046429664,0.01304171],"genre_scores_gemma":[0.9939597,0.000017717393,0.0001328297,0.0000855571,0.0031541449,0.000054059175,0.0000043934247,0.000008471416,0.0025831053],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982547,0.000106303494,0.00063408905,0.00006383005,0.0006573628,0.00028368869],"domain_scores_gemma":[0.99176514,0.00025484117,0.0057126763,0.0001864878,0.0020367885,0.00004404652],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0033976356,0.00009771903,0.00026076494,0.0001063731,0.0027358988,0.0011898385,0.0008603728,0.00029698163,4.9406634e-7],"category_scores_gemma":[0.0036706016,0.00006467502,0.00027388256,0.000103325656,0.00006590971,0.0027354476,0.000047380036,0.00016966872,0.0000020029286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008916356,0.00019969193,0.11183243,0.0010032705,0.0013518201,7.1122855e-7,0.23513421,0.00038613015,0.00009474889,0.114882804,0.3876736,0.14654896],"study_design_scores_gemma":[0.0036613478,0.000036970738,0.031009724,0.00040498283,0.00010959088,0.000003750423,0.031971764,0.00059351575,0.00017209524,0.0011283127,0.93068326,0.00022468333],"about_ca_topic_score_codex":0.000082611856,"about_ca_topic_score_gemma":0.0001482706,"teacher_disagreement_score":0.54300964,"about_ca_system_score_codex":0.00058697636,"about_ca_system_score_gemma":0.00018584947,"threshold_uncertainty_score":0.999847},"labels":[],"label_agreement":null},{"id":"W2620982535","doi":"","title":"IoT Security Adoption into Business Processes: A Socio-Technical View.","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information and Cyber Security","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science; Computer security; Business","score_opus":0.011902017902745917,"score_gpt":0.26276968472534623,"score_spread":0.2508676668226003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620982535","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049677186,0.0003453264,0.84487134,0.036760706,0.023615107,0.0038192507,0.00009202137,0.0003742089,0.04044485],"genre_scores_gemma":[0.9979797,0.00002669323,0.0012336436,0.00031983014,0.0002583243,0.00002456779,0.0000049612563,0.000004074665,0.00014820909],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976912,0.00008041184,0.0010816673,0.0000629708,0.00090026157,0.00018348572],"domain_scores_gemma":[0.9900037,0.00011287643,0.0055200043,0.00046301133,0.0038361219,0.000064310276],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003005379,0.00011984011,0.0002554884,0.00013611275,0.0010007164,0.0016721735,0.0016304167,0.00017834341,8.5757364e-7],"category_scores_gemma":[0.0022275294,0.00008439088,0.00017577552,0.00028216536,0.000024886684,0.0069705397,0.00018459478,0.0002263658,0.000034038545],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017416729,0.0003173561,0.020695848,0.0031942572,0.00042528153,0.0000011064395,0.057557907,0.0053672316,0.00013442447,0.7944621,0.1005855,0.01708482],"study_design_scores_gemma":[0.004280673,0.0001706671,0.064422674,0.0006755132,0.00009697848,0.00016635709,0.00190667,0.02651246,0.0004963825,0.012966069,0.8876846,0.0006209943],"about_ca_topic_score_codex":0.000023156997,"about_ca_topic_score_gemma":0.00001178288,"teacher_disagreement_score":0.9483025,"about_ca_system_score_codex":0.00063923164,"about_ca_system_score_gemma":0.00040633304,"threshold_uncertainty_score":0.9993642},"labels":[],"label_agreement":null},{"id":"W2620999728","doi":"","title":"An Enhanced Real Estate Transaction Process Based on Blockchain Technology.","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Evaluation and Optimization Models","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Blockchain; Database transaction; Computer science; Process (computing); Transaction processing; Real estate; Business; Computer security; Database; Operating system; Finance","score_opus":0.01127255310370214,"score_gpt":0.27170784749271276,"score_spread":0.26043529438901064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620999728","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20971103,0.0000066842163,0.7506346,0.0016797982,0.0047456212,0.0014046081,0.000088879184,0.0002701446,0.031458605],"genre_scores_gemma":[0.9994454,0.000016396276,0.0002663184,0.00003994973,0.00008621554,0.000028344304,0.0000066710104,0.000009991132,0.00010074714],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99875563,0.000038619197,0.0005862139,0.000037358655,0.00047241017,0.00010976896],"domain_scores_gemma":[0.9973912,0.000045011293,0.0013987761,0.00022506129,0.0009019585,0.000037951286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012140728,0.00008663207,0.00015326115,0.00023081746,0.00032714833,0.00025822406,0.00030638115,0.00013674363,0.0000023056311],"category_scores_gemma":[0.0002679443,0.0000666074,0.00008443682,0.000114805356,0.0000094676825,0.0010335866,0.000002319509,0.00014111408,0.0000059191775],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023775947,0.000010519012,0.00029159588,0.000041551535,0.000024286996,1.8715959e-8,0.0006297039,0.9958101,0.00021353974,0.00020800992,0.00015652043,0.0025903652],"study_design_scores_gemma":[0.0010774618,0.00006953274,0.00086026045,0.000066498316,0.000026606007,0.000001423993,0.00044410944,0.99204713,0.0037788604,0.000058400714,0.0014866489,0.00008306251],"about_ca_topic_score_codex":0.0000025062727,"about_ca_topic_score_gemma":0.0000035665103,"teacher_disagreement_score":0.78973436,"about_ca_system_score_codex":0.00034318527,"about_ca_system_score_gemma":0.00006574718,"threshold_uncertainty_score":0.27161708},"labels":[],"label_agreement":null},{"id":"W2621085638","doi":"","title":"The Role of Healthcare Informatics Competencies (HICs) and IT Capabilities for Service Innovation in Paramedicine","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Lakehead University","funders":"","keywords":"Knowledge management; Healthcare service; Informatics; Health care; Health informatics; Service (business); Innovation management; Computer science; Business; Engineering; Marketing","score_opus":0.04505235687749533,"score_gpt":0.39205493704599165,"score_spread":0.34700258016849633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621085638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8765979,0.0013452983,0.0015674118,0.09082368,0.010112331,0.011750191,0.00037370174,0.00003232848,0.0073971455],"genre_scores_gemma":[0.9981955,0.00010875158,0.0001227726,0.000744173,0.00027748494,0.00018910566,0.00001081933,0.000007781152,0.00034360288],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953503,0.00032839895,0.0034041381,0.000035839174,0.0005491492,0.0003321618],"domain_scores_gemma":[0.9803201,0.0026288584,0.012185733,0.00028701505,0.0045343456,0.00004392838],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.013324146,0.000100759404,0.0004185254,0.00018176263,0.0014897607,0.0000843266,0.00040005002,0.00021067566,3.417427e-7],"category_scores_gemma":[0.0074927476,0.00006003534,0.000062593586,0.00021376077,0.00003531628,0.0011224761,0.000052588915,0.0004239895,0.000001949295],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049309514,0.00003334756,0.49994847,0.012223036,0.00022268794,2.4169529e-8,0.16104658,0.0005436546,0.00008029438,0.30888486,0.009162043,0.0073618838],"study_design_scores_gemma":[0.0036098368,0.00027479508,0.049709693,0.0021896,0.00003373546,0.000007380925,0.18989322,0.012637289,0.000040464984,0.0051902956,0.73628026,0.00013346005],"about_ca_topic_score_codex":0.0011822672,"about_ca_topic_score_gemma":0.0014856663,"teacher_disagreement_score":0.7271182,"about_ca_system_score_codex":0.0010216471,"about_ca_system_score_gemma":0.0010000216,"threshold_uncertainty_score":0.99981016},"labels":[],"label_agreement":null},{"id":"W2621261717","doi":"","title":"The Effects of Disorientation and Cognitive Absorption on Adoption of In-Depth Recommendation Agents: The Moderating Role of Age and Gender","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Absorption (acoustics); Cognition; Computer science; Psychology; Cognitive psychology; Optics; Physics; Psychiatry","score_opus":0.05775831983164413,"score_gpt":0.3588381020757094,"score_spread":0.30107978224406523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621261717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961226,0.000053114454,0.0019675998,0.0003918049,0.0005638843,0.0005227269,0.000020206791,0.000002629915,0.00035545154],"genre_scores_gemma":[0.9998,0.000060229777,0.000030252033,0.0000220737,0.000020426383,0.000012812937,0.000004158031,0.0000026719829,0.00004737091],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979342,0.00025508634,0.001080659,0.000054567823,0.0006018385,0.000073647985],"domain_scores_gemma":[0.9912292,0.0014754956,0.006226959,0.00016280483,0.0008903303,0.000015243235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004450839,0.00006622287,0.00019954125,0.00017865116,0.00036403528,0.00018020577,0.00024450477,0.00009619639,4.8267503e-7],"category_scores_gemma":[0.0060526053,0.000034541143,0.000078584555,0.00012573166,0.00006679952,0.0010973536,0.000046559595,0.0001316557,6.475868e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004502757,0.000114616785,0.8456701,0.00016497896,0.00017551087,1.15747326e-7,0.02274835,0.0010683037,0.0020667827,0.022829121,0.0005721356,0.10413968],"study_design_scores_gemma":[0.0012352543,0.00012887048,0.9797436,0.0001361596,0.000050584615,0.0000027472577,0.009717481,0.0044185366,0.00092490873,0.003264349,0.000337318,0.000040203544],"about_ca_topic_score_codex":0.000016284364,"about_ca_topic_score_gemma":0.000020745041,"teacher_disagreement_score":0.13407345,"about_ca_system_score_codex":0.00007261919,"about_ca_system_score_gemma":0.000026306037,"threshold_uncertainty_score":0.72459716},"labels":[],"label_agreement":null},{"id":"W2621306482","doi":"","title":"Green IT Practices across Industries: A Text-Mining based Analysis","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Green IT and Sustainability","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Perspective (graphical); Computer science; Data science; Information retrieval; Artificial intelligence","score_opus":0.027669336419660902,"score_gpt":0.3009827340475062,"score_spread":0.2733133976278453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621306482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9638036,0.00006156668,0.016887173,0.0047720093,0.0033947947,0.0008741312,0.00019074255,0.00007744634,0.009938559],"genre_scores_gemma":[0.99904007,0.0000018006762,0.000057996203,0.00004327608,0.00015992764,0.000010620627,0.000005093981,0.0000051440006,0.0006760852],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852365,0.00005501232,0.0007469955,0.000033178545,0.00047236914,0.00016879097],"domain_scores_gemma":[0.99383265,0.00029181415,0.0044978247,0.00027345982,0.0010600031,0.000044229353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031813008,0.00008503607,0.00025622125,0.00012873579,0.00049194694,0.0007563996,0.0004179942,0.00013915433,0.0000024141798],"category_scores_gemma":[0.0033945602,0.000061651925,0.00023438828,0.0002486537,0.000013017204,0.0026974827,0.000026665659,0.0001756559,0.0000038130654],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050363247,0.00001678175,0.7871407,0.00031248326,0.001636344,3.3813245e-7,0.008442171,0.18493274,0.000014664711,0.00015044643,0.014567121,0.002735833],"study_design_scores_gemma":[0.0017972068,0.000061009316,0.37769368,0.000104557315,0.00071761664,0.000005617506,0.018227993,0.25767076,0.00016619358,0.000037597525,0.34326762,0.0002501713],"about_ca_topic_score_codex":0.00009749322,"about_ca_topic_score_gemma":0.000059864433,"teacher_disagreement_score":0.40944704,"about_ca_system_score_codex":0.0006062893,"about_ca_system_score_gemma":0.00009249603,"threshold_uncertainty_score":0.7293979},"labels":[],"label_agreement":null},{"id":"W2621323561","doi":"","title":"Organizational Support for Innovative Use of IT: A Slack Resources Perspective","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Western University","funders":"","keywords":"Perspective (graphical); Knowledge management; Computer science; Artificial intelligence","score_opus":0.11150167811742459,"score_gpt":0.38041548780416135,"score_spread":0.2689138096867367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621323561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8688762,0.000037054495,0.06488441,0.037618227,0.010913966,0.0037961022,0.0022130513,0.00007195977,0.011588985],"genre_scores_gemma":[0.9939344,0.000002219845,0.00067441055,0.00019515239,0.00011769729,0.000012478677,0.00000578929,0.0000059548192,0.0050519197],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969326,0.00009346948,0.0015432643,0.00007559107,0.0012284436,0.00012659143],"domain_scores_gemma":[0.97330236,0.00092476554,0.010305469,0.0003668858,0.01506751,0.000032989672],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004956244,0.0000903418,0.00032285816,0.00040832476,0.0005403158,0.00066185,0.0009466324,0.00017634041,0.000012260401],"category_scores_gemma":[0.03607012,0.000057591827,0.00020908813,0.0004359001,0.00006337187,0.0027998588,0.000087208806,0.0001439569,0.000015255091],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002864418,0.00008666774,0.617612,0.000026881988,0.0002960685,1.5122683e-7,0.01408829,0.000921425,0.00025963876,0.20952086,0.15637791,0.0005236964],"study_design_scores_gemma":[0.0029059364,0.00028257002,0.4518458,0.00008392975,0.00008686625,0.000028774877,0.021488382,0.0012410199,0.0008357136,0.009525887,0.5114863,0.0001888166],"about_ca_topic_score_codex":0.0000129269665,"about_ca_topic_score_gemma":0.0000064832375,"teacher_disagreement_score":0.3551084,"about_ca_system_score_codex":0.00037621576,"about_ca_system_score_gemma":0.000240737,"threshold_uncertainty_score":0.9720495},"labels":[],"label_agreement":null},{"id":"W2626903902","doi":"10.17705/1jais.00458","title":"Heuristic Principles and Differential Judgments in the Assessment of Information Quality","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Reliability and Agreement in Measurement","field":"Decision Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Completeness (order theory); Heuristic; Objectivity (philosophy); Psychology; Cognitive psychology; Computer science; Quality (philosophy); Set (abstract data type); Artificial intelligence; Social psychology; Epistemology; Mathematics","score_opus":0.1708040051470891,"score_gpt":0.4194472045691902,"score_spread":0.2486431994221011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626903902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97164756,0.000016275602,0.013291068,0.0035779795,0.0028712312,0.0012287231,0.00008475328,0.0000031961952,0.007279198],"genre_scores_gemma":[0.99965966,0.000009861552,0.00009241275,0.00007146914,0.00005711764,0.000012731234,0.000002632117,9.94884e-7,0.00009311512],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944175,0.00048184823,0.0022584815,0.000043817006,0.0026907348,0.00010761588],"domain_scores_gemma":[0.98864853,0.000966948,0.00866686,0.00038998443,0.0013022725,0.00002537554],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.023742812,0.00007306302,0.00026964053,0.00014842008,0.0003731284,0.0010723966,0.000932812,0.00006495482,0.0000026648313],"category_scores_gemma":[0.010741828,0.00003552927,0.00014378746,0.00010799092,0.000032031294,0.0028382626,0.000086103544,0.00014216518,0.0000029854662],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059606034,0.00008052791,0.957734,0.00014673802,0.00007686609,2.9978967e-8,0.0047608493,0.0037379295,0.000050251932,0.026768338,0.0030542137,0.0035306884],"study_design_scores_gemma":[0.00095713825,0.000053524276,0.96730417,0.00007037674,0.000019911871,0.0000014720287,0.0024685105,0.003955325,0.000024744177,0.0015170141,0.02358275,0.00004506098],"about_ca_topic_score_codex":0.00003747754,"about_ca_topic_score_gemma":0.0000129283,"teacher_disagreement_score":0.028012091,"about_ca_system_score_codex":0.00024868976,"about_ca_system_score_gemma":0.00009288954,"threshold_uncertainty_score":0.9999646},"labels":[],"label_agreement":null},{"id":"W264948781","doi":"","title":"State of Information Technology Support for Traders in Fixed Income Markets","year":2005,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fixed income; Equity (law); Business; Database transaction; Fixed asset; Context (archaeology); Loan; Finance; Economics; Commerce; Microeconomics; Bond; Production (economics)","score_opus":0.011017081825776145,"score_gpt":0.2187198178200723,"score_spread":0.20770273599429614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W264948781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8634786,0.0002989083,0.112940624,0.0069098836,0.004291796,0.004010568,0.0012428734,0.000054887976,0.006771838],"genre_scores_gemma":[0.9987403,0.000011981298,0.00090488826,0.000052248237,0.000044279186,0.000031061816,0.000016216862,0.00000507676,0.00019393246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972566,0.00002478119,0.0023580086,0.00004726291,0.00014299818,0.0001703804],"domain_scores_gemma":[0.99355125,0.00017944169,0.005582355,0.00015033984,0.000515777,0.00002084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042648916,0.000083190156,0.00034475874,0.0008382549,0.00007314593,0.00007600084,0.00027774044,0.0001320981,0.000004540182],"category_scores_gemma":[0.0014775982,0.00006978076,0.00016719254,0.0005032239,0.00001948303,0.002471842,0.000018731787,0.0001091586,0.000011549513],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028778927,0.00016940538,0.68180895,0.0008894624,0.00024181961,2.692541e-8,0.012647216,0.111457445,0.000022139733,0.16875856,0.0040796497,0.019637553],"study_design_scores_gemma":[0.005194941,0.00024209871,0.5269528,0.00013124105,0.00002374641,0.000011959362,0.0010058857,0.06268707,0.00032588287,0.015830176,0.38730526,0.00028890412],"about_ca_topic_score_codex":0.000009593,"about_ca_topic_score_gemma":0.0000074389914,"teacher_disagreement_score":0.38322562,"about_ca_system_score_codex":0.0008993882,"about_ca_system_score_gemma":0.000080433456,"threshold_uncertainty_score":0.28455767},"labels":[],"label_agreement":null},{"id":"W268181257","doi":"","title":"Uncovering the Motives for the Continuous Use of Social Virtual Worlds","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Theory of planned behavior; Social worlds; Social psychology; Metaverse; Psychology; Context (archaeology); Control (management); Norm (philosophy); Computer science; Sociology; Virtual reality; Human–computer interaction; Political science; Artificial intelligence; Social science; Geography","score_opus":0.05351383292129435,"score_gpt":0.33046377932473997,"score_spread":0.2769499464034456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W268181257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9582203,0.00002043806,0.023385696,0.008338822,0.008382064,0.0011194939,0.00020340964,0.000023813502,0.00030595093],"genre_scores_gemma":[0.9968121,0.000002038324,0.00009882241,0.00017495446,0.00022849903,0.00002192474,0.0000013874896,0.0000046405403,0.0026556058],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972879,0.00013528448,0.0013138829,0.00005042436,0.00107423,0.00013824433],"domain_scores_gemma":[0.9892697,0.003416125,0.004818098,0.00024590292,0.0022288782,0.000021315005],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00749365,0.00008373356,0.00025366645,0.00017173454,0.00056122756,0.0004733792,0.0008928473,0.00016430106,0.000005502471],"category_scores_gemma":[0.009215784,0.00003641206,0.00038182663,0.0003859318,0.00006933142,0.0013967698,0.00006475287,0.00032339888,0.000007603224],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006091753,0.0001556998,0.3774231,0.000036559115,0.0007908355,1.46551e-7,0.032048866,0.018079223,0.0023091184,0.24163672,0.29547152,0.031439014],"study_design_scores_gemma":[0.0011806644,0.00008733248,0.24027744,0.00001769268,0.00009600868,0.000014279847,0.012313613,0.002237497,0.0003922988,0.0012187634,0.74207455,0.000089827634],"about_ca_topic_score_codex":0.0000077526065,"about_ca_topic_score_gemma":0.000020413436,"teacher_disagreement_score":0.44660306,"about_ca_system_score_codex":0.000096950185,"about_ca_system_score_gemma":0.00009369189,"threshold_uncertainty_score":0.99913},"labels":[],"label_agreement":null},{"id":"W271788229","doi":"","title":"Full and Partial Knowledge Sharing on Intra-Organizational Broadcast Media","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Memorial University of Newfoundland","funders":"","keywords":"Knowledge sharing; Knowledge management; Computer science; Organizational learning; Knowledge value chain","score_opus":0.019672508838708743,"score_gpt":0.272914349307771,"score_spread":0.25324184046906223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W271788229","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33912644,0.0007545419,0.008511038,0.015078255,0.02321936,0.0030373586,0.00006613984,0.00019816581,0.6100087],"genre_scores_gemma":[0.99745905,0.000023501803,0.000024923836,0.00011041009,0.0009846536,0.0000025700938,0.000004237133,0.0000030403264,0.0013876315],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987506,0.000077558034,0.00050677,0.000043368993,0.0004780165,0.00014367486],"domain_scores_gemma":[0.9981154,0.00019297768,0.00094374124,0.00005982134,0.00063091906,0.00005711175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002409622,0.00006369557,0.00013480565,0.00014433917,0.00046194615,0.0003765833,0.00023186779,0.0000785117,0.0000060835882],"category_scores_gemma":[0.0014902104,0.000048542977,0.00007170164,0.0002598871,0.000015145781,0.0010195326,0.000024486571,0.0001055045,0.00002255319],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012803581,0.000086880864,0.024372896,0.00006620707,0.0001410385,1.9621905e-7,0.089904174,0.0009781942,0.000049262915,0.8448836,0.02590902,0.013480478],"study_design_scores_gemma":[0.0020747748,0.00020404601,0.026078727,0.00024751032,0.00010200248,0.000004716392,0.010931427,0.0054886076,0.000102349906,0.003207377,0.95129406,0.0002644263],"about_ca_topic_score_codex":0.000005637823,"about_ca_topic_score_gemma":0.000011949272,"teacher_disagreement_score":0.925385,"about_ca_system_score_codex":0.00039595418,"about_ca_system_score_gemma":0.00007339015,"threshold_uncertainty_score":0.36314017},"labels":[],"label_agreement":null},{"id":"W2743716231","doi":"","title":"SOCIAL CAPITAL AND ICT INTERVENTION: A SEARCH FOR CONTEXTUAL RELATION","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Information and Communications Technology; Relation (database); Social capital; Intervention (counseling); Computer science; Knowledge management; Business; Data science; Psychology; Social science; Sociology; World Wide Web; Data mining","score_opus":0.05120160964957183,"score_gpt":0.3503730201532286,"score_spread":0.29917141050365675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743716231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80507374,0.00024938677,0.020366408,0.0152494265,0.011948267,0.004525307,0.000097774486,0.000057966332,0.14243174],"genre_scores_gemma":[0.99381137,0.000006023586,0.000024009545,0.000017323593,0.0007133097,0.000015122775,0.0000036744839,0.0000029169996,0.0054062265],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890625,0.00009426742,0.0004507529,0.000032010634,0.0003951124,0.00012158842],"domain_scores_gemma":[0.99715835,0.00015310018,0.0017364712,0.000061297455,0.00086249324,0.000028282853],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004559304,0.00004557002,0.00012759876,0.00007971476,0.0019452551,0.0009136122,0.00025558233,0.000082866085,0.0000016996185],"category_scores_gemma":[0.0012334844,0.000035967732,0.00016899842,0.00004027245,0.00003397962,0.0021559815,0.00004284564,0.0000787726,0.0000041808826],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017217375,0.000040306866,0.11267509,0.00029155327,0.00036935837,8.129061e-8,0.14891404,0.000085811094,0.0000144149335,0.6948973,0.027059773,0.015480107],"study_design_scores_gemma":[0.0053862454,0.00016027915,0.18389496,0.00022937574,0.00017270446,0.0000022654324,0.07107838,0.0028668523,0.000039850755,0.002423379,0.7335258,0.00021988057],"about_ca_topic_score_codex":0.000074866744,"about_ca_topic_score_gemma":0.00007271522,"teacher_disagreement_score":0.706466,"about_ca_system_score_codex":0.00033773252,"about_ca_system_score_gemma":0.000051670766,"threshold_uncertainty_score":0.99935406},"labels":[],"label_agreement":null},{"id":"W2746978892","doi":"","title":"ASSESSING THE INFLUENCE OF PERSUASIVE SYSTEMS FOR SUSTAINABILITY ACROSS WORK-HOME-COMMUNITY BOUNDARIES","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Sustainability; Work (physics); Computer science; Knowledge management; Engineering; Mechanical engineering","score_opus":0.01940358121512615,"score_gpt":0.2940097920525164,"score_spread":0.2746062108373903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746978892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953682,0.00007378606,0.0011914715,0.0001399058,0.0021983217,0.00063222053,0.00008111334,0.000013123521,0.00030186243],"genre_scores_gemma":[0.99971247,0.0000073795272,0.000012689084,0.000008562836,0.00012297483,0.000028841108,0.0000035487792,0.000008190221,0.000095324336],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9985664,0.00009644105,0.00086768926,0.000025514906,0.00027138277,0.00017257713],"domain_scores_gemma":[0.9942756,0.000542843,0.0028914243,0.00035485395,0.0019072935,0.000027943066],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0042147534,0.0000959401,0.00027057092,0.000047187983,0.0019522078,0.0025071725,0.0006447361,0.00010050045,1.3415304e-7],"category_scores_gemma":[0.00207967,0.000061167004,0.0002057581,0.000053266787,0.000079237994,0.0025316474,0.00005371797,0.00025520223,5.6188554e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008146394,0.000029405854,0.1553258,0.0020143637,0.0006167791,3.831886e-8,0.052437015,0.7736111,0.000055591583,0.011565249,0.0037425873,0.00052055606],"study_design_scores_gemma":[0.0019468699,0.0001087661,0.8095484,0.00053393905,0.00013275049,0.0000070104834,0.076329164,0.01540684,0.00015459392,0.0014005278,0.09412806,0.0003030962],"about_ca_topic_score_codex":0.00010570388,"about_ca_topic_score_gemma":0.000012365283,"teacher_disagreement_score":0.75820434,"about_ca_system_score_codex":0.0010343491,"about_ca_system_score_gemma":0.0001476093,"threshold_uncertainty_score":0.9993471},"labels":[],"label_agreement":null},{"id":"W2754876689","doi":"","title":"Virtual Teams and ERPsim","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.01166208119639124,"score_gpt":0.2902197958814203,"score_spread":0.27855771468502905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754876689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92619866,0.000112522226,0.0023769545,0.0022365921,0.016793557,0.0005664529,0.00011682428,0.000016156477,0.051582277],"genre_scores_gemma":[0.99470407,0.000009199159,0.0000172982,0.00009574794,0.00029016068,0.0000064604037,0.0000019057348,0.0000036133847,0.00487153],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991294,0.000030469198,0.00047053793,0.00002697214,0.00023998463,0.00010264248],"domain_scores_gemma":[0.9965494,0.000084986306,0.002859501,0.0001885187,0.0002858232,0.000031754313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014569515,0.00005414419,0.00013473451,0.000058730646,0.00039916,0.00032383518,0.0002745045,0.00008919166,0.0000037112254],"category_scores_gemma":[0.0003237982,0.000035689616,0.00008366109,0.000026159047,0.000014706887,0.0010320644,0.000029376466,0.00011945112,0.00002122127],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027124205,0.0000621361,0.65757483,0.000093544855,0.00065766746,3.9558785e-7,0.020057378,0.0010278989,0.00006064045,0.18764508,0.10023996,0.032309234],"study_design_scores_gemma":[0.0018926994,0.00015042366,0.43921894,0.000064846674,0.000045059343,0.00004914304,0.0026982133,0.0027996555,0.000009450365,0.00019342714,0.552772,0.00010613301],"about_ca_topic_score_codex":0.00003199285,"about_ca_topic_score_gemma":0.0000034686411,"teacher_disagreement_score":0.45253205,"about_ca_system_score_codex":0.00014155032,"about_ca_system_score_gemma":0.000031439613,"threshold_uncertainty_score":0.31227502},"labels":[],"label_agreement":null},{"id":"W2768205744","doi":"","title":"Supporting Online Consumers by Identifying Consistency Distance Among Advice Sources","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Advice (programming); Consistency (knowledge bases); Computer science; Artificial intelligence","score_opus":0.017812346247293314,"score_gpt":0.3191996522433142,"score_spread":0.30138730599602087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768205744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8111293,0.0003985351,0.0010443664,0.0055766846,0.014945538,0.0012372237,0.0004237546,0.00010336912,0.16514128],"genre_scores_gemma":[0.9926335,0.00003049356,0.000030523363,0.000077449724,0.00029330535,0.0000038209,0.00000853446,0.000005133685,0.006917199],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977811,0.00019182896,0.0008836896,0.00004595546,0.0008553302,0.00024207048],"domain_scores_gemma":[0.99117285,0.00056533277,0.0069882413,0.00013309403,0.0010516841,0.0000887928],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005397898,0.000075872966,0.00022499442,0.00005329145,0.0020394006,0.0014133418,0.0005366984,0.000112830225,0.000002096759],"category_scores_gemma":[0.016097711,0.00006006969,0.00019611437,0.000085591906,0.00012431134,0.0029491333,0.00003380734,0.00015293252,0.000004698512],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043112843,0.000046589168,0.88736,0.00015974313,0.00023112945,3.6440738e-7,0.040183764,0.00006151158,0.000017966851,0.008224473,0.05925263,0.0044187396],"study_design_scores_gemma":[0.0010137513,0.000026020327,0.061156895,0.00045946616,0.0000997476,0.0000018769375,0.0893487,0.0002489855,0.000025656389,0.0003970631,0.84701467,0.00020719269],"about_ca_topic_score_codex":0.00059770845,"about_ca_topic_score_gemma":0.00026751184,"teacher_disagreement_score":0.8262031,"about_ca_system_score_codex":0.0004460807,"about_ca_system_score_gemma":0.0002098954,"threshold_uncertainty_score":0.9996233},"labels":[],"label_agreement":null},{"id":"W2768238165","doi":"","title":"Digital Game Narrative Quality: Developing a Measure","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Educational Games and Gamification","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Measure (data warehouse); Computer science; Narrative; Quality (philosophy); Multimedia; Human–computer interaction; Data mining; Linguistics; Epistemology","score_opus":0.06091084108847743,"score_gpt":0.3695521249492678,"score_spread":0.30864128386079037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768238165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47205752,0.00062274246,0.05491409,0.065827794,0.058734745,0.003985607,0.00054028723,0.00010078528,0.34321642],"genre_scores_gemma":[0.9885689,0.0000025207983,0.00006425496,0.00017152584,0.0004542813,0.000028990005,0.000012562305,0.00000560823,0.0106913615],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983174,0.00009821433,0.00088326016,0.000049045688,0.0005233111,0.00012871953],"domain_scores_gemma":[0.9920129,0.00022026685,0.005721232,0.00026639315,0.0017417219,0.000037456055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021500818,0.00008030421,0.00019192621,0.00008559024,0.0003999832,0.00074915093,0.00042774584,0.00011067542,0.000005316635],"category_scores_gemma":[0.002407065,0.000056155786,0.00017823225,0.00006907874,0.000018581948,0.0019704674,0.000022714294,0.0001319521,0.00005282353],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032977437,0.00014167075,0.17412244,0.00017135586,0.0014702326,2.2318957e-7,0.16416825,0.0004426283,0.000080312486,0.5312001,0.09452706,0.033345938],"study_design_scores_gemma":[0.0010956676,0.000040503764,0.36612323,0.0001137497,0.00003208291,0.000019941284,0.023159854,0.000042266834,0.000022067521,0.00070762745,0.60851806,0.00012494008],"about_ca_topic_score_codex":0.000015653733,"about_ca_topic_score_gemma":0.0000026594112,"teacher_disagreement_score":0.5304925,"about_ca_system_score_codex":0.0005074776,"about_ca_system_score_gemma":0.00017412877,"threshold_uncertainty_score":0.722408},"labels":[],"label_agreement":null},{"id":"W2768933619","doi":"","title":"Dynamic Ambidexterity: Exploiting Exploration for Business Success in the Digital Age","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Ambidexterity; Computer science; Knowledge management; Process management; Data science; Business","score_opus":0.06470027548970995,"score_gpt":0.29834453693875185,"score_spread":0.23364426144904188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768933619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.702234,0.00013901333,0.20237312,0.03399905,0.026843306,0.0070968354,0.00042750107,0.00011240772,0.026774727],"genre_scores_gemma":[0.998726,0.000006572058,0.000029572502,0.00027475154,0.00065816403,0.000057464684,0.00007171646,0.0000074805475,0.00016824642],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985191,0.000013244045,0.0007719233,0.0000556498,0.0004798173,0.00016023136],"domain_scores_gemma":[0.99446553,0.00014173181,0.0039184373,0.00024996087,0.0012192064,0.000005123671],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0022469496,0.000101000616,0.00019201158,0.00017251182,0.00062007207,0.0052484446,0.0008712343,0.00007545107,9.1869424e-7],"category_scores_gemma":[0.0031003188,0.00006167368,0.00012040081,0.00022455404,0.000019358684,0.016898504,0.00007850527,0.00010508346,0.000012929347],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013250959,0.0006299111,0.5105342,0.0075580673,0.00058626937,0.000006979982,0.010069327,0.027383309,0.00058198784,0.2050487,0.10041207,0.13586403],"study_design_scores_gemma":[0.0021309622,0.000021623084,0.22316082,0.0007659082,0.000119609074,0.000015787075,0.0050702705,0.033706725,0.000028025484,0.0050326344,0.7295907,0.00035689393],"about_ca_topic_score_codex":0.00009614238,"about_ca_topic_score_gemma":0.00006860947,"teacher_disagreement_score":0.62917864,"about_ca_system_score_codex":0.00014990788,"about_ca_system_score_gemma":0.00003213027,"threshold_uncertainty_score":0.9968516},"labels":[],"label_agreement":null},{"id":"W2768943019","doi":"","title":"Patient Involvement in Medical Decisions on Telemedicine Platforms: The Role of Social Presence and Mindfulness","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Mindfulness; Telemedicine; Context (archaeology); Affect (linguistics); Health care; Patient Empowerment; Patient participation; Perception; Empowerment; Psychology; Medicine; Knowledge management; Computer science; Psychotherapist","score_opus":0.0289554463276767,"score_gpt":0.35577679372992604,"score_spread":0.32682134740224933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768943019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774539,0.00007792659,0.0001893111,0.00489359,0.0043090954,0.0010497106,0.00011342135,0.0000039054453,0.011909172],"genre_scores_gemma":[0.9994728,9.2710314e-7,0.00000407396,0.00014869435,0.00009825694,0.000059966314,0.0000034943828,0.0000031346774,0.00020867505],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99781823,0.00006541647,0.0011300016,0.000038744594,0.0008176954,0.00012991535],"domain_scores_gemma":[0.9956936,0.0006105907,0.0031823218,0.00016570835,0.00029978977,0.000047995054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023493276,0.00006214763,0.00018539348,0.00011041985,0.00030319754,0.00008044478,0.0003606313,0.00009314387,0.000009141556],"category_scores_gemma":[0.0024153397,0.00003400175,0.00010101142,0.00006739522,0.000045980458,0.00056651316,0.00006966459,0.00017697705,0.000006470727],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011385961,0.0009575021,0.08525398,0.00022497211,0.000538561,0.0000017089412,0.052424904,0.00017021458,0.000006480803,0.41279045,0.04133941,0.40515321],"study_design_scores_gemma":[0.0110703735,0.00269173,0.6197352,0.004630457,0.00012796819,0.000094688236,0.08974212,0.002049324,0.0013599247,0.021641742,0.24652573,0.00033077816],"about_ca_topic_score_codex":0.00007173283,"about_ca_topic_score_gemma":0.000043569016,"teacher_disagreement_score":0.53448117,"about_ca_system_score_codex":0.00025400452,"about_ca_system_score_gemma":0.000061416846,"threshold_uncertainty_score":0.28915617},"labels":[],"label_agreement":null},{"id":"W2769433548","doi":"","title":"Energy Efficiency in the Cloud: An Empirical Analysis of Information Technology Outsourcing, Cloud Computing, and Energy Efficiency","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Cloud computing; Outsourcing; Efficient energy use; Computer science; Cloud testing; Energy (signal processing); Cloud computing security; Business; Operating system; Engineering","score_opus":0.010032326611014157,"score_gpt":0.26643937144776714,"score_spread":0.256407044836753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769433548","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15284307,0.00008818573,0.84194785,0.0033199717,0.00078029453,0.00019426012,0.000015603626,0.000035180637,0.0007755477],"genre_scores_gemma":[0.9991922,0.000016047368,0.0004971992,0.00020387534,0.000055063563,0.00001223686,0.000004979779,0.000002032407,0.000016414733],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978653,0.0001477374,0.0011785746,0.000084713334,0.0005313188,0.00019230979],"domain_scores_gemma":[0.99373525,0.00021877313,0.004605491,0.0006867847,0.0007214555,0.000032233314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033907585,0.0001108132,0.0003497031,0.0009309524,0.0005900561,0.0003977661,0.0019922834,0.00025017982,2.2239678e-7],"category_scores_gemma":[0.00055422785,0.00007137337,0.00015459824,0.0011766228,0.00008147348,0.0014756607,0.0001962714,0.00020694244,5.746221e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019789311,0.00017956652,0.08115197,0.000042252974,0.00030872884,2.2936044e-7,0.014237194,0.019415632,0.000022386115,0.85939234,0.0012300086,0.023999901],"study_design_scores_gemma":[0.000986844,0.0002069758,0.043652326,0.00004258721,0.00016346063,0.00003277103,0.002271065,0.89261883,0.00017518317,0.0032066375,0.0564703,0.00017301505],"about_ca_topic_score_codex":0.00012184023,"about_ca_topic_score_gemma":0.000040913153,"teacher_disagreement_score":0.8732032,"about_ca_system_score_codex":0.00016056366,"about_ca_system_score_gemma":0.00008611776,"threshold_uncertainty_score":0.45382944},"labels":[],"label_agreement":null},{"id":"W2769599754","doi":"","title":"The Impact of Big Data on Firm Data Diagnosticity: Mediating Role of Data Quality","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Exploit; Quality (philosophy); Data quality; Computer science; Variety (cybernetics); Big data; Data science; Qualitative property; Data modeling; Data mining; Business; Artificial intelligence; Marketing; Machine learning; Database; Computer security","score_opus":0.240366578350649,"score_gpt":0.3954094655497985,"score_spread":0.1550428871991495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769599754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78046966,0.0027563414,0.023930177,0.021157393,0.048653055,0.007847879,0.06932548,0.00014216069,0.045717865],"genre_scores_gemma":[0.9976101,0.000064245505,0.000023071741,0.000051475752,0.001296707,0.0000018685876,0.00090820267,0.000006061862,0.000038247632],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975453,0.00004421065,0.0013089835,0.00009663388,0.0008561568,0.00014873069],"domain_scores_gemma":[0.9826127,0.001031776,0.012048986,0.002793656,0.0015019812,0.000010866331],"candidate_categories":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.008786207,0.00010356722,0.00029650584,0.00009804365,0.0005347889,0.00087331684,0.006034331,0.00007564473,0.000002236111],"category_scores_gemma":[0.028230777,0.000055526118,0.00008301932,0.00015915776,0.00004074449,0.010797174,0.0018106471,0.00014756338,0.000010226394],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038339663,0.0001780547,0.646776,0.0009305339,0.0010452583,1.70439e-7,0.00052335416,0.0021881806,0.00018663508,0.009535397,0.20898286,0.12927015],"study_design_scores_gemma":[0.0013368583,0.00004246598,0.4456677,0.000750929,0.0003339151,0.0000034357033,0.0022754078,0.13208051,0.00012599117,0.00086044794,0.41625598,0.00026632182],"about_ca_topic_score_codex":0.0016881829,"about_ca_topic_score_gemma":0.0000940766,"teacher_disagreement_score":0.21714047,"about_ca_system_score_codex":0.00008166189,"about_ca_system_score_gemma":0.000118177595,"threshold_uncertainty_score":0.9993435},"labels":[],"label_agreement":null},{"id":"W2769663630","doi":"","title":"The Impact of Social Sentiment on Firm Performance Similarity","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Similarity (geometry); Artificial intelligence; Business","score_opus":0.021152627664608254,"score_gpt":0.32652206467294487,"score_spread":0.30536943700833663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769663630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8196414,0.000017807257,0.000015645885,0.0034376024,0.0043980954,0.0005525591,0.00005599878,0.000011005386,0.17186986],"genre_scores_gemma":[0.99718064,0.000023274008,0.00000278196,0.000020382355,0.00050004997,0.000005559347,0.0000011376187,0.0000028634913,0.0022633378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817723,0.00018892939,0.00056252326,0.00002623403,0.0008721636,0.00017291801],"domain_scores_gemma":[0.99424505,0.0005182192,0.0041088806,0.00012674856,0.00096019387,0.000040901992],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0061644586,0.0000621725,0.00017209936,0.0000382406,0.0027185823,0.00065131596,0.0005360553,0.00009731055,0.0000013592468],"category_scores_gemma":[0.0048917853,0.00003482925,0.0003362922,0.000069931135,0.00007979841,0.0011069304,0.000029674477,0.00013480542,0.000005397594],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010248236,0.00027659925,0.4699203,0.00022041822,0.0014696687,2.0950418e-7,0.14063594,0.0029335578,0.000032440676,0.084620416,0.25418103,0.04468459],"study_design_scores_gemma":[0.0011977645,0.0002247442,0.65611863,0.0001610169,0.000054945594,8.207366e-7,0.009356489,0.0006178045,0.00005113185,0.0004977136,0.3315784,0.0001405345],"about_ca_topic_score_codex":0.00015422633,"about_ca_topic_score_gemma":0.000016885482,"teacher_disagreement_score":0.18619834,"about_ca_system_score_codex":0.00076558755,"about_ca_system_score_gemma":0.00026825338,"threshold_uncertainty_score":0.99857974},"labels":[],"label_agreement":null},{"id":"W2769663783","doi":"","title":"Online Consumers' Attribution of Inconsistency Between Advice Sources","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Advice (programming); Attribution; Computer science; Internet privacy; Advertising; Psychology; Business; Social psychology","score_opus":0.027960764900397467,"score_gpt":0.3120939935632322,"score_spread":0.28413322866283475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769663783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92607856,0.00012464088,0.00032125984,0.0046467483,0.005946544,0.00072979135,0.00044509274,0.00003436933,0.061672974],"genre_scores_gemma":[0.9980877,0.000028659655,0.00003986593,0.000027779717,0.0004749248,0.000001773662,0.000009333941,0.0000028803959,0.0013270844],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980421,0.00022269589,0.00080580637,0.000030171248,0.0007557043,0.00014352142],"domain_scores_gemma":[0.9915857,0.00067677925,0.0058297096,0.00012834411,0.0017192045,0.00006031787],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0049478253,0.000058518683,0.00025230565,0.000077723955,0.0009056249,0.00033143352,0.0004590563,0.00013527591,0.0000012604518],"category_scores_gemma":[0.011550125,0.00004444579,0.00020203771,0.000096429525,0.000089095534,0.0015925625,0.000033399978,0.00011488208,0.00000401016],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040418727,0.000047975984,0.95399666,0.00014215881,0.00023778588,5.7675276e-8,0.01638294,0.000051115374,0.000008253873,0.017704904,0.0048376247,0.0065501113],"study_design_scores_gemma":[0.0011155027,0.00006535831,0.36615217,0.00038136775,0.00014525061,9.612089e-7,0.020421375,0.00004588656,0.000046621302,0.0006390269,0.6108594,0.00012712146],"about_ca_topic_score_codex":0.0004748035,"about_ca_topic_score_gemma":0.0000808077,"teacher_disagreement_score":0.60602176,"about_ca_system_score_codex":0.0003575179,"about_ca_system_score_gemma":0.00029284204,"threshold_uncertainty_score":0.996776},"labels":[],"label_agreement":null},{"id":"W2769748894","doi":"","title":"The Impact of Online Platforms on Labor Markets","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Business; Industrial organization","score_opus":0.017199124516394926,"score_gpt":0.3086054162218499,"score_spread":0.29140629170545496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769748894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81478345,0.00005402816,0.00022989613,0.005600724,0.0044611995,0.0011088722,0.00038033747,0.000016016573,0.17336549],"genre_scores_gemma":[0.9983436,0.00006164582,0.000007316286,0.000034261622,0.00022061859,0.000004367835,0.0000049811633,0.0000025225504,0.0013206906],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859565,0.00004631789,0.0007131049,0.000021059805,0.0004816962,0.0001421759],"domain_scores_gemma":[0.9945563,0.00038964042,0.0040522236,0.0001587864,0.00080101914,0.000042021467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035037927,0.000060190796,0.00015219627,0.00005925945,0.0012316674,0.00064260693,0.000534454,0.00008335966,0.0000018302401],"category_scores_gemma":[0.0019686753,0.000030576142,0.00028169126,0.00007544496,0.00004543745,0.003357006,0.000013019215,0.00010499244,0.0000075188686],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016132137,0.0003106568,0.1997344,0.00017588925,0.0016085715,1.8766963e-7,0.046147328,0.014621408,0.0000144528385,0.52782536,0.0886978,0.119250715],"study_design_scores_gemma":[0.0020837572,0.00028088636,0.41498742,0.0002941572,0.00004895218,0.0000029057826,0.010032091,0.0013001162,0.000078620884,0.0039182245,0.5668068,0.00016610268],"about_ca_topic_score_codex":0.00010469064,"about_ca_topic_score_gemma":0.000059503902,"teacher_disagreement_score":0.5239072,"about_ca_system_score_codex":0.00052226597,"about_ca_system_score_gemma":0.00026589778,"threshold_uncertainty_score":0.9473114},"labels":[],"label_agreement":null},{"id":"W2769768192","doi":"","title":"Leadership and Online Communities","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science","score_opus":0.12702345695718512,"score_gpt":0.3344663259225681,"score_spread":0.20744286896538297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769768192","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46096873,0.0005788098,0.001325247,0.033736758,0.015383896,0.0018169446,0.00007604434,0.0000642753,0.48604926],"genre_scores_gemma":[0.9925475,0.000030684096,0.000021603673,0.00007819772,0.00031545895,0.0000018689046,0.0000015542852,0.0000015498067,0.007001543],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924636,0.00008620351,0.00027936758,0.000010653204,0.00029058565,0.00008683262],"domain_scores_gemma":[0.9977134,0.00013859742,0.0016005387,0.000092727234,0.0004321429,0.000022631659],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026485622,0.000031277214,0.000090877824,0.00005725781,0.0013648282,0.00077339384,0.00034971323,0.00004545751,0.0000013704304],"category_scores_gemma":[0.0010110562,0.000022505203,0.000058291793,0.000028524742,0.00003403668,0.0017130156,0.00004170668,0.00007957968,0.0000031579661],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041361105,0.000038073005,0.5485258,0.0002693039,0.0002787614,9.001559e-8,0.19200817,0.00020811753,0.000005067918,0.20750009,0.038886044,0.012239084],"study_design_scores_gemma":[0.00058417325,0.000017438972,0.071444586,0.00011399687,0.000035670175,7.114758e-7,0.1299946,0.0005801454,0.0000034608427,0.00034617653,0.7968201,0.000058910085],"about_ca_topic_score_codex":0.00019359641,"about_ca_topic_score_gemma":0.00037071022,"teacher_disagreement_score":0.7579341,"about_ca_system_score_codex":0.00016026621,"about_ca_system_score_gemma":0.000036026056,"threshold_uncertainty_score":0.99993527},"labels":[],"label_agreement":null},{"id":"W2770082067","doi":"","title":"Break Your Shackles! Emancipating Information Systems From The Tyranny of Peer Review","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Political science","score_opus":0.08007134550889101,"score_gpt":0.31374407492154927,"score_spread":0.23367272941265826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770082067","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20692025,0.022423899,0.10047403,0.17360191,0.17044304,0.02657787,0.006419927,0.0004934245,0.29264563],"genre_scores_gemma":[0.9964679,0.00015365725,0.000029286368,0.0010272329,0.0015833838,0.00002945897,0.0001436476,0.000008410378,0.0005570285],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967176,0.000035050864,0.0016417461,0.00004809858,0.0013949897,0.00016255226],"domain_scores_gemma":[0.9813335,0.00017121292,0.012329197,0.00045870608,0.0056961994,0.00001119793],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0052143093,0.00013465906,0.00037218127,0.00010821354,0.00064380915,0.0016922392,0.0011321336,0.00010975604,0.000008221575],"category_scores_gemma":[0.007071921,0.00007660692,0.00022594436,0.0001989386,0.000025277635,0.012423781,0.00015384528,0.00018585454,0.00008745243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012758699,0.000051739324,0.10686935,0.0074515487,0.0005467158,2.0253242e-7,0.0018303556,0.0040680333,0.00004669225,0.033110347,0.83347356,0.012423866],"study_design_scores_gemma":[0.00051204296,0.0000070713054,0.036489304,0.0029643066,0.00021411531,0.0000052375185,0.0012140265,0.0059304275,0.000017519973,0.000104976134,0.952413,0.00012795419],"about_ca_topic_score_codex":0.0008810888,"about_ca_topic_score_gemma":0.000014970447,"teacher_disagreement_score":0.7895476,"about_ca_system_score_codex":0.00015087562,"about_ca_system_score_gemma":0.00006776776,"threshold_uncertainty_score":0.9993441},"labels":[],"label_agreement":null},{"id":"W2770098022","doi":"","title":"Digital Innovation, Platform Orientation and the Performance of IT Startups","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Orientation (vector space); Entrepreneurial orientation; Innovation management; Business; Computer science; Knowledge management; Human–computer interaction; Entrepreneurship","score_opus":0.01654210804524644,"score_gpt":0.22784901334287067,"score_spread":0.21130690529762422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770098022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.962404,0.00001665719,0.0010858913,0.0020315885,0.0019763573,0.00062138314,0.00002812027,0.000011714339,0.031824306],"genre_scores_gemma":[0.9984366,0.0000057678108,0.000012910635,0.00019666407,0.00029352304,0.000009039602,0.000011148788,0.0000051457164,0.0010291707],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844587,0.0000043028363,0.0009162146,0.0000383242,0.00049063057,0.0001046381],"domain_scores_gemma":[0.9907806,0.00010586857,0.0071427245,0.00016148928,0.0018050784,0.000004269739],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0020341445,0.000080211736,0.00018800257,0.0001938451,0.0004835413,0.0015784218,0.0003455848,0.000054127468,9.1781527e-7],"category_scores_gemma":[0.0026588065,0.00004762889,0.00007862519,0.0002516342,0.00005717473,0.013585488,0.00008504997,0.00009766604,0.000010246531],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005839862,0.00003587891,0.460699,0.00085747114,0.00021201512,8.5034884e-8,0.0013973771,0.0012172873,0.00005165334,0.49559847,0.028102495,0.011244278],"study_design_scores_gemma":[0.008187141,0.00008739286,0.26002014,0.0007426704,0.00014405769,0.000018539635,0.0032342195,0.02999815,0.00041101352,0.0036188012,0.69320506,0.00033283627],"about_ca_topic_score_codex":0.000017647162,"about_ca_topic_score_gemma":0.0000025913673,"teacher_disagreement_score":0.66510254,"about_ca_system_score_codex":0.0001221737,"about_ca_system_score_gemma":0.00003641452,"threshold_uncertainty_score":0.999458},"labels":[],"label_agreement":null},{"id":"W2771052598","doi":"","title":"Effects of Heterogeneity in Board IT Capital on Firm Innovation","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Business; Industrial organization; Computer science","score_opus":0.024180158432513144,"score_gpt":0.24342111959183865,"score_spread":0.2192409611593255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771052598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98779315,0.00003289108,0.00066396233,0.0014194559,0.0025611015,0.00041747268,0.00006220676,0.000003663742,0.0070460825],"genre_scores_gemma":[0.9993224,0.0000073752867,0.000031788848,0.00022765125,0.0000897274,0.000010787837,0.0000047335398,0.000004201203,0.00030134027],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983308,0.000019580415,0.001380671,0.00004359781,0.0001293159,0.000096044234],"domain_scores_gemma":[0.9922461,0.00010761342,0.0070106685,0.00016799067,0.00045461644,0.000013046658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020127634,0.00006621507,0.00026851153,0.00040305327,0.00012903023,0.00015084742,0.00027651503,0.000100471596,0.0000014784177],"category_scores_gemma":[0.0023003954,0.000056625442,0.00011149149,0.00021363964,0.000010777298,0.001161803,0.000021931613,0.000116547075,0.00002402689],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000090980684,0.00009705209,0.48495728,0.0003536914,0.00014674827,1.5712406e-7,0.002423439,0.0009699258,0.00012403756,0.50065774,0.009807566,0.00037139305],"study_design_scores_gemma":[0.0028210978,0.00014877229,0.93683267,0.00017351322,0.000008134165,0.000001893919,0.00019042454,0.0011699157,0.002246479,0.0033590277,0.05291935,0.00012869896],"about_ca_topic_score_codex":0.000044530752,"about_ca_topic_score_gemma":0.000006406306,"teacher_disagreement_score":0.49729872,"about_ca_system_score_codex":0.0003767084,"about_ca_system_score_gemma":0.000026431451,"threshold_uncertainty_score":0.27539542},"labels":[],"label_agreement":null},{"id":"W2771374266","doi":"10.17705/1jais.00498","title":"From Placebo to Panacea: Studying the Diffusion of IT Management Techniques with Ambiguous Efficiencies: The Case of Capability Maturity Model","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Perspective (graphical); Panacea (medicine); Maturity (psychological); Knowledge management; Computer science; Diffusion; Capability Maturity Model; Information technology; Management science; Software; Process management; Business; Engineering; Artificial intelligence; Psychology","score_opus":0.016011985719483646,"score_gpt":0.26059571992827446,"score_spread":0.24458373420879082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771374266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5230481,0.000005366167,0.4723099,0.002085941,0.00039280677,0.0014186366,0.000042720825,0.000021928472,0.00067461625],"genre_scores_gemma":[0.99257153,0.0000010262172,0.0070351223,0.00020092301,0.00006251259,0.000032920296,8.145444e-7,0.000003787895,0.00009133444],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979038,0.00017029778,0.0009811344,0.0000721953,0.00073991035,0.0001326108],"domain_scores_gemma":[0.99438167,0.00037672176,0.002707385,0.0005229666,0.0019853557,0.000025932908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045891902,0.0000934888,0.00021419104,0.00012718282,0.00040501435,0.00020450781,0.0010101728,0.000053761814,5.136123e-7],"category_scores_gemma":[0.0004801934,0.00004437164,0.0000968528,0.0007256553,0.000052913743,0.0008467446,0.00023397784,0.0001398483,0.0000017621853],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009073668,0.0009116188,0.020840302,0.00094302563,0.002046862,0.00000533086,0.6062475,0.19287086,0.0016758365,0.077560276,0.059381615,0.036609445],"study_design_scores_gemma":[0.005411738,0.0019034673,0.036625303,0.0019427269,0.00063787634,0.00038252026,0.14206612,0.76206416,0.012481783,0.004948215,0.030626431,0.0009096674],"about_ca_topic_score_codex":0.000347926,"about_ca_topic_score_gemma":0.00004621201,"teacher_disagreement_score":0.5691933,"about_ca_system_score_codex":0.0003637363,"about_ca_system_score_gemma":0.00009961111,"threshold_uncertainty_score":0.3115084},"labels":[],"label_agreement":null},{"id":"W2775210614","doi":"","title":"The reputation-related social media competence among employees in Germany, China and the U.S.: A cross-cultural scale validation","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Corporate Identity and Reputation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Social media; Reputation; China; Scale (ratio); Competence (human resources); Cross-cultural; Psychology; Computer science; Social psychology; Sociology; Political science; Geography; World Wide Web; Social science","score_opus":0.012055426482920373,"score_gpt":0.25091700343540835,"score_spread":0.23886157695248797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775210614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919576,0.000037238315,0.000076176904,0.0032282288,0.0024080018,0.00046474327,0.000004295235,0.000011647831,0.0018120565],"genre_scores_gemma":[0.99913746,0.000017639364,0.0000048660895,0.000043507895,0.0005207521,0.000017276454,0.00001134929,0.0000044433064,0.00024267742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983893,0.00006378158,0.0008587411,0.00004818564,0.0005122047,0.00012778565],"domain_scores_gemma":[0.9930042,0.00026635246,0.0055320025,0.000114180104,0.0010767488,0.0000064935452],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004159724,0.00008203115,0.00017363601,0.000081587445,0.0023613956,0.004770907,0.00036636833,0.000083922445,8.4587583e-7],"category_scores_gemma":[0.0023610601,0.000041488176,0.00012865233,0.00016557047,0.00015078227,0.0078816265,0.00008183775,0.00016824676,0.000007839808],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031016738,0.000032963595,0.86808896,0.0002097227,0.00020662528,4.2564963e-7,0.012419315,0.012942584,0.000026667318,0.09825054,0.0044500795,0.0030619625],"study_design_scores_gemma":[0.0017812675,0.0000032278167,0.9780551,0.00006595905,0.000050338534,0.000003370621,0.0013266136,0.007885197,0.000004317483,0.0065540764,0.0042039617,0.00006653637],"about_ca_topic_score_codex":0.00030655734,"about_ca_topic_score_gemma":0.00030707766,"teacher_disagreement_score":0.10996618,"about_ca_system_score_codex":0.00013932615,"about_ca_system_score_gemma":0.000030334728,"threshold_uncertainty_score":0.99893737},"labels":[],"label_agreement":null},{"id":"W2781935674","doi":"","title":"Towards a Theory of Technical Debt Ownership: An Exploratory Field Study","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Software Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Accountability; Technical debt; Exploratory research; Context (archaeology); Total cost of ownership; Quality (philosophy); Accounting; Debt; Field (mathematics); Qualitative research; Process management; Business; Software development; Marketing; Knowledge management; Software; Computer science; Finance; Political science; Sociology","score_opus":0.0360676942486739,"score_gpt":0.3054190181517246,"score_spread":0.2693513239030507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781935674","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36421594,0.00007886841,0.62257856,0.0017158736,0.006810851,0.0018685193,0.000017941478,0.00012937727,0.002584056],"genre_scores_gemma":[0.9992308,0.0000014432992,0.000513874,0.00002826397,0.0001037605,0.000017550672,2.9942237e-7,0.0000034231057,0.00010057353],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998239,0.00017045552,0.0006035948,0.00004527739,0.0008207618,0.00012095952],"domain_scores_gemma":[0.995854,0.00068607245,0.001890939,0.0005479828,0.00097067025,0.000050332725],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006422977,0.00006293603,0.00018330207,0.00014756901,0.00020080798,0.00041765755,0.0016305093,0.000078944926,5.127642e-7],"category_scores_gemma":[0.00839652,0.00004076489,0.000114366034,0.00011265576,0.000010127393,0.00314359,0.00015105293,0.00017918232,0.0000029205166],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047339252,0.00097574136,0.65449715,0.00064011925,0.0011881996,0.000004205465,0.077507555,0.010646764,0.0011420175,0.17740318,0.02455779,0.050963916],"study_design_scores_gemma":[0.0067474134,0.0035561095,0.9285378,0.00054903474,0.00013902357,0.00008129376,0.013036914,0.0139934,0.0060396693,0.0047645043,0.021910679,0.00064417574],"about_ca_topic_score_codex":0.000008245335,"about_ca_topic_score_gemma":0.0000028712498,"teacher_disagreement_score":0.6350149,"about_ca_system_score_codex":0.00026749878,"about_ca_system_score_gemma":0.00015843562,"threshold_uncertainty_score":0.9999562},"labels":[],"label_agreement":null},{"id":"W2789985060","doi":"10.17705/1jais.00136","title":"From Prediction to Explanation: Reconceptualizing and Extending the Perceived Characteristics of Innovating","year":2007,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":121,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"CLARITY; Construct (python library); Work (physics); Knowledge management; Computer science; Psychology; Management science; Data science; Engineering","score_opus":0.06988092636596879,"score_gpt":0.3489992454891103,"score_spread":0.27911831912314156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789985060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9734047,0.00001917898,0.022590885,0.0011650838,0.0022116345,0.0002763313,0.00009185273,0.000011970471,0.00022837124],"genre_scores_gemma":[0.9988925,0.000003990923,0.00053620583,0.00015704357,0.00021793772,0.000003875656,0.000005047262,0.000002953131,0.00018047652],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99711883,0.00010296998,0.0017221035,0.000055096723,0.00089852244,0.000102497994],"domain_scores_gemma":[0.9928233,0.0011068349,0.0040856944,0.00015727838,0.0017949318,0.00003193417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009320471,0.0000634222,0.0002037603,0.0003321732,0.00023749215,0.00019856295,0.0003486644,0.000111575566,0.00000413708],"category_scores_gemma":[0.006504841,0.000036294827,0.00007858575,0.0005506754,0.000019379837,0.0009691939,0.000045483346,0.00015689906,0.000004898187],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009014841,0.000020198724,0.89052343,0.000012687245,0.000092389775,1.5836339e-7,0.027833628,0.00030835622,0.0021478473,0.007454593,0.009018692,0.062497888],"study_design_scores_gemma":[0.00040166194,0.00003870638,0.9408274,0.0000736258,0.000023417635,0.000011716232,0.020160172,0.00073471817,0.00020394386,0.00035429682,0.037122566,0.000047747333],"about_ca_topic_score_codex":0.000012359527,"about_ca_topic_score_gemma":0.0000031712325,"teacher_disagreement_score":0.06245014,"about_ca_system_score_codex":0.00019837942,"about_ca_system_score_gemma":0.000036173096,"threshold_uncertainty_score":0.77873725},"labels":[],"label_agreement":null},{"id":"W2789995809","doi":"10.17705/1jais.00412","title":"The Impact of Computerized Agents on Immediate Emotions, Overall Arousal and Bidding Behavior in Electronic Auctions","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Bidding; Arousal; Common value auction; Agency (philosophy); Psychology; Microeconomics; Social psychology; Advertising; Business; Economics","score_opus":0.04011161863484846,"score_gpt":0.35061258109736115,"score_spread":0.3105009624625127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789995809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971384,0.00006708372,0.00002468115,0.00038724777,0.0010735751,0.00045028504,0.000020176565,0.0000047491103,0.0008337952],"genre_scores_gemma":[0.99964017,0.00009507694,0.000013536389,0.000014199176,0.000089760564,0.000017669245,0.0000021674186,0.0000028584059,0.00012457825],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882525,0.00012957149,0.000574395,0.000028553626,0.00028841186,0.00015381548],"domain_scores_gemma":[0.9980065,0.00014707368,0.0014426351,0.000054657674,0.0003074965,0.00004163755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002130644,0.00005677306,0.00015833737,0.00010159712,0.00030643036,0.00013783302,0.00014455868,0.000051585885,4.081045e-7],"category_scores_gemma":[0.00028221935,0.00003603303,0.00011815928,0.00011723119,0.00003087895,0.00069381885,0.000024189108,0.0001045565,0.0000019916356],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004418665,0.00035468486,0.8195063,0.000024884388,0.0004925312,2.7615147e-7,0.08726484,0.019068347,0.00040093696,0.050308842,0.019994246,0.0021422622],"study_design_scores_gemma":[0.0076691164,0.0013923141,0.90048504,0.00019942639,0.00014680276,0.00001575768,0.05105504,0.0048547694,0.0001442005,0.0017250447,0.031951427,0.00036104643],"about_ca_topic_score_codex":0.0007692922,"about_ca_topic_score_gemma":0.000086463435,"teacher_disagreement_score":0.08097877,"about_ca_system_score_codex":0.0022037188,"about_ca_system_score_gemma":0.00020103618,"threshold_uncertainty_score":0.57626474},"labels":[],"label_agreement":null},{"id":"W2793213130","doi":"10.17705/1jais.00484","title":"Design and Validation of the Bright Internet","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"Korea Advanced Institute of Science and Technology; Electronics and Telecommunications Research Institute; Carnegie Mellon University","keywords":"The Internet; Anonymity; Internet privacy; Internet governance; Computer security; Computer science; Privacy by Design; Information privacy; World Wide Web","score_opus":0.030130602026929496,"score_gpt":0.29711777595980393,"score_spread":0.2669871739328744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793213130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68004847,0.00037102474,0.16018592,0.050056513,0.021121938,0.00627455,0.000047665137,0.00013550736,0.08175843],"genre_scores_gemma":[0.99851,0.000017039418,0.00032380418,0.00007340331,0.000098120014,0.000005003447,5.9502344e-7,0.0000016366117,0.0009703954],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987844,0.00033437033,0.0004591951,0.00001850424,0.00033670868,0.0000667842],"domain_scores_gemma":[0.9965756,0.0003211012,0.0020272944,0.00011619627,0.00094259036,0.000017212204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031383217,0.00003272597,0.0000938113,0.000069382455,0.00023147643,0.00007033406,0.00037578776,0.00009021799,0.0000045785923],"category_scores_gemma":[0.0015270978,0.000019086503,0.00005729595,0.00018131842,0.00008339872,0.0005041457,0.00003705492,0.000077940575,0.0000044827852],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018960777,0.000114951516,0.12407008,0.00013145129,0.00054854783,2.6325523e-8,0.22512999,0.0007782764,0.0011526664,0.5032929,0.12580603,0.018785449],"study_design_scores_gemma":[0.0010100616,0.00007801017,0.01289403,0.00012055801,0.000059180955,0.00000513247,0.0050896434,0.003992686,0.009137237,0.001820779,0.96570665,0.000086021],"about_ca_topic_score_codex":0.000080099875,"about_ca_topic_score_gemma":0.000015131065,"teacher_disagreement_score":0.8399006,"about_ca_system_score_codex":0.00018317046,"about_ca_system_score_gemma":0.00010093368,"threshold_uncertainty_score":0.18281889},"labels":[],"label_agreement":null},{"id":"W2889921168","doi":"","title":"Role of reputation cues in trust formation for a developer's decision to join Open Source Software projects.","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Join (topology); Reputation; Computer science; Open source software; Open source; Software; Software engineering; Knowledge management; World Wide Web; Programming language","score_opus":0.02186562308424548,"score_gpt":0.288125317605087,"score_spread":0.2662596945208415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889921168","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.078812465,0.000010580638,0.91681606,0.00064312643,0.00084677537,0.00248221,0.000034201683,0.00002883737,0.00032572937],"genre_scores_gemma":[0.88632315,0.0000011583195,0.11282253,0.00029646562,0.00013812643,0.00016802207,0.000014714676,0.000011571829,0.0002242723],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99701697,0.000108778455,0.0018265054,0.00010150826,0.00073967926,0.00020657943],"domain_scores_gemma":[0.99104565,0.00052197924,0.0036394084,0.000294063,0.004452187,0.000046682115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004881236,0.00011945559,0.00032170987,0.0006060227,0.0003114197,0.00088879437,0.001326752,0.00012136175,7.3162573e-7],"category_scores_gemma":[0.005556723,0.00009228803,0.00012137292,0.0013959103,0.000014139613,0.006651388,0.00024276975,0.00010458495,0.000011709438],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013827413,0.00044785405,0.14644808,0.00076917675,0.00047387872,2.3376673e-7,0.26235947,0.07194154,0.0022511221,0.07329813,0.06940686,0.37122092],"study_design_scores_gemma":[0.009763631,0.0018558032,0.10575214,0.0023040066,0.00009626113,0.000101298705,0.017025212,0.17176044,0.016015425,0.012516639,0.6618627,0.0009464564],"about_ca_topic_score_codex":0.000042579388,"about_ca_topic_score_gemma":0.000041949792,"teacher_disagreement_score":0.8075107,"about_ca_system_score_codex":0.0008361733,"about_ca_system_score_gemma":0.00041771098,"threshold_uncertainty_score":0.85706645},"labels":[],"label_agreement":null},{"id":"W2889934031","doi":"","title":"Neural Correlates of Flow Experience.","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Flow Experience in Various Fields","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Flow (mathematics); Mathematics","score_opus":0.01738446631364797,"score_gpt":0.3012094208016473,"score_spread":0.2838249544879993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889934031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93833727,0.00009481615,0.0047899103,0.00045374216,0.029203676,0.00057773065,0.000035126443,0.000022861095,0.026484843],"genre_scores_gemma":[0.9979422,0.0000012243657,0.00010797825,0.00012236557,0.00040251558,0.000018158984,0.0000016279569,0.0000047429135,0.0013992051],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982919,0.00009221719,0.0009819277,0.000038156657,0.000446481,0.00014930843],"domain_scores_gemma":[0.9957924,0.00022486564,0.0026218772,0.00017579223,0.0011520255,0.000033025204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010044937,0.0000717947,0.00019845631,0.000115956434,0.00012171946,0.00006299397,0.00034795256,0.0001547789,0.000047724676],"category_scores_gemma":[0.00072843756,0.000048692953,0.00016629824,0.00021643494,0.00004257079,0.0007979013,0.00002324906,0.0001338217,0.000047169917],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058859383,0.00014490663,0.3043841,0.000092473165,0.0005553592,5.4819856e-7,0.4830104,0.004512953,0.0005094293,0.03549432,0.16454169,0.006165209],"study_design_scores_gemma":[0.0073519456,0.00254854,0.16409017,0.00040966534,0.00022694057,0.00040398847,0.12075585,0.06399316,0.0039950334,0.00078455155,0.63474447,0.0006956679],"about_ca_topic_score_codex":0.000029488438,"about_ca_topic_score_gemma":0.0000020172718,"teacher_disagreement_score":0.47020277,"about_ca_system_score_codex":0.00017256915,"about_ca_system_score_gemma":0.00004467401,"threshold_uncertainty_score":0.1985641},"labels":[],"label_agreement":null},{"id":"W2889987585","doi":"","title":"User engagement in an open collaboration community after the insertion of a game design element: An online field experiment","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Educational Games and Gamification","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Field (mathematics); Computer science; Element (criminal law); Human–computer interaction; Game design; World Wide Web; Multimedia; Political science; Mathematics","score_opus":0.09871742106372526,"score_gpt":0.39693932922945946,"score_spread":0.2982219081657342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889987585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877547,0.000040175735,0.006135373,0.0021625117,0.0017189516,0.0016584125,0.000048032918,0.0000058047553,0.00047603674],"genre_scores_gemma":[0.9983212,0.000004158088,0.00034302135,0.0005876749,0.0002175559,0.00017272335,0.000046893365,0.0000057644584,0.0003010416],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99706006,0.0014214779,0.0010044792,0.000047752546,0.00035914223,0.00010705811],"domain_scores_gemma":[0.99579775,0.00031203995,0.002162959,0.00031985974,0.0013768714,0.000030516936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055192993,0.00007759207,0.0001565965,0.00012570852,0.00016491264,0.00020018789,0.00053267,0.00008928114,0.00002926396],"category_scores_gemma":[0.00032765072,0.00005082946,0.00004475831,0.00027485314,0.000016225737,0.0015702586,0.000042374915,0.00018635998,0.0000060358516],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0055913487,0.0043912968,0.14552684,0.00015538122,0.00063889264,1.542463e-7,0.7492881,0.00797477,0.0046745366,0.03625206,0.036682807,0.008823846],"study_design_scores_gemma":[0.0030034415,0.0026691838,0.7470364,0.00017066253,0.000082391896,0.000005671838,0.1357591,0.002468215,0.0023326743,0.0005197536,0.10576504,0.00018743462],"about_ca_topic_score_codex":0.00024097282,"about_ca_topic_score_gemma":0.0002349462,"teacher_disagreement_score":0.61352897,"about_ca_system_score_codex":0.00041251586,"about_ca_system_score_gemma":0.00013468336,"threshold_uncertainty_score":0.20727652},"labels":[],"label_agreement":null},{"id":"W2890021114","doi":"","title":"Teaching Blockchain in the MIS Curriculum","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Blockchain; Computer science; Curriculum; Computer security; Multimedia; Pedagogy; Sociology","score_opus":0.007400311020928998,"score_gpt":0.24076737342558704,"score_spread":0.23336706240465804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890021114","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3496061,0.00026229583,0.55008626,0.06428727,0.0072705178,0.003029951,0.000028661183,0.00018109102,0.025247853],"genre_scores_gemma":[0.99837506,0.0000011516449,0.0008461187,0.0004488981,0.00019272616,0.000024715568,4.6873566e-7,0.0000015866337,0.00010928785],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99867284,0.00016873919,0.00059896725,0.000042605043,0.0003877677,0.00012906264],"domain_scores_gemma":[0.99764675,0.00018425481,0.0014009587,0.00026787043,0.0004847378,0.000015432934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048047067,0.00005832137,0.00011640281,0.0001529033,0.0003149131,0.00018520818,0.001164343,0.00009844342,2.4926945e-7],"category_scores_gemma":[0.0004765326,0.000032543285,0.00009468684,0.0003956353,0.000016620665,0.00047974553,0.000044375673,0.00026290043,0.000010181081],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000057841953,0.000108510765,0.013674035,0.000035480196,0.00006590302,1.7826045e-7,0.025468854,0.0005347088,0.000043102624,0.9121823,0.03986671,0.008014467],"study_design_scores_gemma":[0.0011625458,0.00016432877,0.008105343,0.00008913647,0.000023495937,0.00011263733,0.005020269,0.13541129,0.00019278462,0.00915959,0.8403854,0.00017317511],"about_ca_topic_score_codex":0.000035398705,"about_ca_topic_score_gemma":0.000011035679,"teacher_disagreement_score":0.9030227,"about_ca_system_score_codex":0.0002029591,"about_ca_system_score_gemma":0.000047035737,"threshold_uncertainty_score":0.24220888},"labels":[],"label_agreement":null},{"id":"W2890197449","doi":"","title":"Manual Versus Online Card Sorts: A Cautionary Tale for IS Researchers.","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Computer science; World Wide Web; Data science","score_opus":0.03228678061349346,"score_gpt":0.31253672753416045,"score_spread":0.280249946920667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890197449","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20762211,0.0008820831,0.64414316,0.0672398,0.05479907,0.006396603,0.0018344106,0.00031395993,0.016768826],"genre_scores_gemma":[0.9879779,0.000015841139,0.0057667894,0.0025037343,0.0023332727,0.000047412934,0.00005234733,0.000012607447,0.0012900572],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982455,0.00008227312,0.0006361022,0.000071023176,0.00075173395,0.00021339623],"domain_scores_gemma":[0.99586546,0.00037358585,0.0014025182,0.0002314826,0.0020634313,0.000063529726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015885244,0.00008809839,0.00016843539,0.00018194283,0.0003199222,0.00026158246,0.0007978722,0.00009552507,0.0000013073211],"category_scores_gemma":[0.00020798447,0.000061014092,0.000203583,0.00036185878,0.000014574343,0.0017317507,0.000100214034,0.00013091956,0.000014542112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033519561,0.00052498595,0.011606517,0.001437831,0.0034203825,0.0000017177214,0.1742177,0.007649571,0.00073644513,0.16715938,0.58516663,0.04472685],"study_design_scores_gemma":[0.002880743,0.0005698985,0.0026371202,0.000104583465,0.000052403037,0.000021477936,0.0031216526,0.03238281,0.00065358856,0.0007933304,0.9566307,0.00015166968],"about_ca_topic_score_codex":0.00003938884,"about_ca_topic_score_gemma":0.000028822127,"teacher_disagreement_score":0.7803558,"about_ca_system_score_codex":0.00035756236,"about_ca_system_score_gemma":0.00019301166,"threshold_uncertainty_score":0.25224456},"labels":[],"label_agreement":null},{"id":"W2890292514","doi":"","title":"Conceptual Foundations of Information Systems Leadership.","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Information system; Knowledge management; Management science; Political science; Engineering","score_opus":0.10274600701135461,"score_gpt":0.28791499879251703,"score_spread":0.18516899178116242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890292514","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16006014,0.00081564725,0.43045393,0.0119648045,0.12772627,0.00928048,0.0010449945,0.00040516487,0.25824857],"genre_scores_gemma":[0.9975547,0.0000035029373,0.000039948103,0.0003484678,0.0015431792,0.000012538208,0.000063588064,0.0000052864507,0.00042875294],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977074,0.00002489419,0.001327909,0.000037822025,0.00073412654,0.00016783607],"domain_scores_gemma":[0.98989975,0.00012690021,0.005380194,0.00016931954,0.004412691,0.000011139314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018840542,0.000105246545,0.00024025011,0.0003561487,0.00025277887,0.00065355544,0.00044086753,0.000119448916,0.000013837125],"category_scores_gemma":[0.0015077944,0.00007435059,0.00014412211,0.0005827742,0.00006612099,0.011649779,0.000054072923,0.00011158318,0.00018700973],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002172171,0.00006881772,0.028851654,0.0012951734,0.00035505835,5.3903996e-8,0.0035192352,0.005668395,0.00015379496,0.7206676,0.23620586,0.0029971318],"study_design_scores_gemma":[0.0006224116,0.000028069468,0.0037976478,0.00022509735,0.000086848064,0.0000063624857,0.006763068,0.0055485955,0.000108516695,0.00014400507,0.98255515,0.000114232185],"about_ca_topic_score_codex":0.00011947012,"about_ca_topic_score_gemma":0.000008097588,"teacher_disagreement_score":0.8374946,"about_ca_system_score_codex":0.00020072068,"about_ca_system_score_gemma":0.00009105546,"threshold_uncertainty_score":0.8445808},"labels":[],"label_agreement":null},{"id":"W2890296391","doi":"","title":"Using Cognitive Dissonance Theory to Explain Information Security Policy Violations","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Cognitive dissonance; Computer science; Self-perception theory; Information security; Information theory; Cognition; Computer security; Cognitive psychology; Psychology; Social psychology; Mathematics; Statistics","score_opus":0.013303200212550577,"score_gpt":0.30975004537393014,"score_spread":0.29644684516137954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890296391","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39869937,0.000012941701,0.5692563,0.0015658481,0.004676303,0.0018079622,0.0014026733,0.000029056002,0.022549516],"genre_scores_gemma":[0.99852526,7.5415784e-7,0.00016426225,0.00027081967,0.0008818747,0.000015489364,0.0000219671,0.0000040810005,0.00011550599],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986077,0.000104065264,0.00074003387,0.000033222088,0.0003581413,0.00015681736],"domain_scores_gemma":[0.9957445,0.00019369813,0.0019493914,0.00008358864,0.0019673356,0.00006146841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013394628,0.00008723833,0.00016415931,0.00016992733,0.0004279051,0.0002709001,0.00017959256,0.000057288227,0.0000052586774],"category_scores_gemma":[0.0005233769,0.00006800134,0.00015045848,0.00039118377,0.00001941738,0.0025233503,0.00003558941,0.00011157977,0.00003008828],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012213281,0.0000431246,0.036514845,0.00004092688,0.00027059732,1.2121571e-8,0.033887863,0.004484377,0.000054711138,0.91675806,0.0029185822,0.004904745],"study_design_scores_gemma":[0.0071822805,0.00062606996,0.12871155,0.0016268025,0.0003877234,0.000013850648,0.07478626,0.10171334,0.0009972743,0.09367078,0.58893013,0.0013539403],"about_ca_topic_score_codex":0.00009482053,"about_ca_topic_score_gemma":0.0000018518089,"teacher_disagreement_score":0.8230873,"about_ca_system_score_codex":0.0003737223,"about_ca_system_score_gemma":0.00021831137,"threshold_uncertainty_score":0.32911432},"labels":[],"label_agreement":null},{"id":"W2890355778","doi":"","title":"Seeking the 'Smart' in Cities: Managing the process of Innovating with IT","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Process (computing); Process management; Computer science; Business; Knowledge management","score_opus":0.00847191128998373,"score_gpt":0.21534407363429198,"score_spread":0.20687216234430825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890355778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9550696,0.0001438141,0.014956236,0.003922626,0.0027506307,0.0010205047,0.000020213265,0.00009573325,0.022020638],"genre_scores_gemma":[0.9996743,0.0000058492324,0.000044015364,0.000074193325,0.00011831589,0.0000151440645,6.857906e-7,0.0000054272837,0.000062033854],"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","domain_scores_codex":[0.99893105,0.000021673077,0.0005970098,0.000018141247,0.00031942542,0.000112725706],"domain_scores_gemma":[0.9981536,0.00019487116,0.0010122637,0.00010546443,0.0005286673,0.0000051161464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014819583,0.000060681916,0.00012852215,0.00012200129,0.0001411817,0.00010323366,0.00028533032,0.00004787815,5.9834974e-7],"category_scores_gemma":[0.00027696067,0.000028070634,0.00004220452,0.00045628537,0.000028289032,0.000603381,0.000019505715,0.00015511234,8.733778e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016331357,0.000027740549,0.3139103,0.0023474777,0.0013190574,4.5809747e-7,0.17167152,0.41658863,0.0002655517,0.046509452,0.032645654,0.014550831],"study_design_scores_gemma":[0.0032387476,0.0003811631,0.039683986,0.0031268506,0.00014700516,0.00010295931,0.38963273,0.36059406,0.0040788227,0.002743512,0.19576664,0.00050352514],"about_ca_topic_score_codex":0.000014501182,"about_ca_topic_score_gemma":0.000020822492,"teacher_disagreement_score":0.2742263,"about_ca_system_score_codex":0.000183237,"about_ca_system_score_gemma":0.000028098308,"threshold_uncertainty_score":0.11446872},"labels":[],"label_agreement":null},{"id":"W2890423726","doi":"","title":"A Framework of AR-Enabled GIS Affordances for Disaster Response","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Ontario Tech University","funders":"","keywords":"Affordance; Disaster response; Computer science; Geographic information system; Human–computer interaction; Emergency management; Remote sensing; Geography","score_opus":0.0160798653964556,"score_gpt":0.3009927376120599,"score_spread":0.2849128722156043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890423726","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004445791,0.000015050976,0.9921438,0.0017633857,0.0007233005,0.0005312892,0.00003268537,0.000020397434,0.0003242739],"genre_scores_gemma":[0.8412449,0.0000030948952,0.15779966,0.0002394595,0.00024580507,0.00007841684,0.000002160063,0.0000044577437,0.0003820922],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99862754,0.000062166684,0.00076041464,0.00005063907,0.00038429402,0.00011491297],"domain_scores_gemma":[0.99450946,0.0008448429,0.0026570896,0.00019692312,0.0017626049,0.000029062689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017294224,0.00006687114,0.00017252036,0.000111993126,0.00018128462,0.0001317446,0.00057339575,0.00006895867,4.57636e-7],"category_scores_gemma":[0.0009150044,0.00004634824,0.00016778086,0.00033053802,0.000018980467,0.001319916,0.000046631794,0.00006703079,0.0000029384628],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043555236,0.00006181785,0.00059350586,0.00012174855,0.00015151671,2.8944426e-8,0.005697827,0.008842533,0.00069928676,0.95999587,0.019083394,0.0043169],"study_design_scores_gemma":[0.0015538028,0.0008185992,0.0031572245,0.00041259162,0.000049920833,0.00002387159,0.0008085688,0.097492084,0.006607598,0.17277528,0.7160439,0.0002565892],"about_ca_topic_score_codex":0.000001145194,"about_ca_topic_score_gemma":2.9354146e-7,"teacher_disagreement_score":0.8367991,"about_ca_system_score_codex":0.00018915665,"about_ca_system_score_gemma":0.00010261472,"threshold_uncertainty_score":0.18900263},"labels":[],"label_agreement":null},{"id":"W2890462856","doi":"","title":"A Comparison of Sentiment Analysis Tools","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Sentiment Analysis and Opinion Mining","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Sentiment analysis; Computer science; Natural language processing; Artificial intelligence","score_opus":0.03632656804051622,"score_gpt":0.32354047096286315,"score_spread":0.28721390292234694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890462856","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0784919,0.00010121309,0.91162765,0.0010055492,0.0038931563,0.0004100018,0.000018657935,0.00002002977,0.0044318587],"genre_scores_gemma":[0.9980506,0.0000013427912,0.0014391274,0.000047669084,0.00012661965,0.0000022127263,0.000002980139,0.0000012453316,0.00032825654],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979604,0.00008266274,0.0011191578,0.00003902195,0.00070428156,0.00009447615],"domain_scores_gemma":[0.99390966,0.00016069233,0.00432824,0.00018700471,0.0013866657,0.000027715016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019612887,0.000055389155,0.0003106751,0.00034049133,0.00011920028,0.0002915756,0.00048574607,0.000044701876,0.0000032832772],"category_scores_gemma":[0.00022891868,0.00003686472,0.00040067447,0.00095060066,0.000008424301,0.0014450484,0.00005185252,0.000050370843,0.000010200941],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005213863,0.00019152247,0.8002572,0.000092515314,0.0077671404,6.204223e-8,0.02557031,0.03715266,0.00066378026,0.06346847,0.056623507,0.008160698],"study_design_scores_gemma":[0.0015865333,0.00032331166,0.087034374,0.00011666943,0.001190804,0.000003790428,0.003066968,0.72039384,0.010665037,0.00013912623,0.17525482,0.00022474716],"about_ca_topic_score_codex":0.0000049501027,"about_ca_topic_score_gemma":0.0000012501117,"teacher_disagreement_score":0.91955864,"about_ca_system_score_codex":0.00016946554,"about_ca_system_score_gemma":0.000045558125,"threshold_uncertainty_score":0.28116703},"labels":[],"label_agreement":null},{"id":"W2890479962","doi":"","title":"Conceptualizing IT Service Management as a Management Control System for Business-IT Alignment.","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science; IT service management; Technology management; Process management; Service (business); Knowledge management; Business; Information Technology Infrastructure Library; Information technology; Marketing; Operating system","score_opus":0.03564611324694076,"score_gpt":0.27369430194842853,"score_spread":0.23804818870148778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890479962","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0073106424,0.00015518123,0.49774867,0.031540573,0.042679105,0.012832767,0.00040714923,0.00032096528,0.40700492],"genre_scores_gemma":[0.98946106,0.00001758373,0.000272959,0.0057539805,0.0024759835,0.00017578018,0.00005804953,0.000022281849,0.0017622985],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99733883,0.00002594485,0.0013347508,0.000120279314,0.0008648043,0.0003153812],"domain_scores_gemma":[0.99167776,0.00011061636,0.0038661312,0.00027320036,0.004052973,0.000019291263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025090312,0.00020048977,0.00034953945,0.00032433544,0.00048827566,0.0009838415,0.000713255,0.000112560985,0.000018786974],"category_scores_gemma":[0.00023507116,0.00014632268,0.00019110947,0.0007959741,0.00002191108,0.0038109852,0.00012805032,0.000077069075,0.00028220416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009478854,0.00013775042,0.0028355175,0.010957717,0.0021438198,0.0000019362515,0.001414099,0.0063180695,0.00006672621,0.37196502,0.5938319,0.009379575],"study_design_scores_gemma":[0.0023843588,0.000020070722,0.0010384732,0.00066398835,0.00043772563,0.000011214387,0.008219285,0.007974562,0.000042423893,0.00020015714,0.97881246,0.00019525504],"about_ca_topic_score_codex":0.000068915055,"about_ca_topic_score_gemma":0.000011722202,"teacher_disagreement_score":0.98215044,"about_ca_system_score_codex":0.0005291891,"about_ca_system_score_gemma":0.00003363623,"threshold_uncertainty_score":0.9487206},"labels":[],"label_agreement":null},{"id":"W2890518845","doi":"","title":"How Loud is the Scream of a Clickstream? Insights from Big Data Analysis.","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Clickstream; Big data; Computer science; Data science; World Wide Web; Data mining; The Internet; Web 2.0","score_opus":0.08670098661047321,"score_gpt":0.277536194875871,"score_spread":0.1908352082653978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890518845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5091733,0.0017366525,0.31349394,0.058449406,0.05241904,0.004895887,0.004683046,0.00017384317,0.05497488],"genre_scores_gemma":[0.99584365,0.000012283678,0.00004266183,0.00068274216,0.002899125,0.000002782283,0.00015901924,0.0000046952914,0.00035305208],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830085,0.000027244327,0.00078959024,0.00007156037,0.00069990585,0.00011083978],"domain_scores_gemma":[0.9925375,0.00016527118,0.0047108633,0.00057799026,0.002000225,0.000008161377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012328785,0.0000979912,0.00028747966,0.00028173588,0.00023229173,0.0008917009,0.0011956324,0.00006495336,0.000007462108],"category_scores_gemma":[0.0010709723,0.000051196403,0.00018509918,0.0011207411,0.000038089587,0.004563102,0.00020666886,0.000100412595,0.000030154286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033719334,0.00018773244,0.14844976,0.0004959431,0.006108489,3.4040312e-7,0.0031636513,0.000625672,0.00037044034,0.026720436,0.7870226,0.026517725],"study_design_scores_gemma":[0.0003961918,0.000011259633,0.021690456,0.00009763516,0.0008684883,0.0000012867735,0.0016626929,0.013210348,0.00027017004,0.0005427781,0.9611503,0.000098387274],"about_ca_topic_score_codex":0.00047347083,"about_ca_topic_score_gemma":0.000117865464,"teacher_disagreement_score":0.48667035,"about_ca_system_score_codex":0.00007069722,"about_ca_system_score_gemma":0.000045813194,"threshold_uncertainty_score":0.85986924},"labels":[],"label_agreement":null},{"id":"W2890619558","doi":"","title":"Virtual Reality and Blockchain Technology in the Era of 5G: Disrupting Business and Society","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Blockchain; Virtual reality; Augmented reality; Computer science; Implementation; Business model; Mixed reality; Set (abstract data type); Telecommunications; Computer security; Human–computer interaction; Business; Software engineering","score_opus":0.009155185334010722,"score_gpt":0.24511876620477388,"score_spread":0.23596358087076316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890619558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8452523,0.00014963235,0.13027719,0.022743925,0.00048669116,0.00067636673,0.000017567343,0.000034267294,0.0003620669],"genre_scores_gemma":[0.99917257,0.00001681611,0.0006243711,0.00011701807,0.000046422007,0.0000124060225,4.0592883e-7,0.0000013135273,0.000008706561],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99901253,0.000064756794,0.00055698934,0.000049145445,0.00022168846,0.00009491224],"domain_scores_gemma":[0.9975463,0.00019991909,0.00138785,0.00018726263,0.00066755543,0.000011087018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030507755,0.000054249456,0.00014961188,0.000092526214,0.00019884993,0.00007682591,0.0004411391,0.00014188272,5.449074e-8],"category_scores_gemma":[0.00039545354,0.000032987387,0.00004158874,0.0006546064,0.00007976189,0.00032095576,0.00008157013,0.00019491963,2.570223e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015880365,0.000068646055,0.028741313,0.00011782729,0.000101914055,9.3067385e-8,0.026579635,0.00036015504,0.0003536528,0.9202536,0.0021110845,0.021296209],"study_design_scores_gemma":[0.0064248103,0.00085899536,0.4005414,0.0007065704,0.00014087716,0.00058151124,0.04015895,0.39988324,0.003016253,0.07321067,0.07380435,0.0006723779],"about_ca_topic_score_codex":0.000020470534,"about_ca_topic_score_gemma":0.0000071512914,"teacher_disagreement_score":0.8470429,"about_ca_system_score_codex":0.00007280037,"about_ca_system_score_gemma":0.000043874712,"threshold_uncertainty_score":0.15294129},"labels":[],"label_agreement":null},{"id":"W2890641120","doi":"","title":"Social Networking Site Use on Social Capital of Older Adults","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Social capital; Business; Computer science; Sociology; Social science","score_opus":0.02640492847480814,"score_gpt":0.29033849881089446,"score_spread":0.26393357033608633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890641120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9133821,0.000029035436,0.05955837,0.0059126695,0.016546972,0.00082591374,0.000040914645,0.000066697175,0.0036373069],"genre_scores_gemma":[0.9975916,8.722824e-7,0.00016874,0.00019930709,0.0011455658,0.0000053418516,0.0000040009313,0.0000036599395,0.000880885],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99841404,0.00014895004,0.0007492016,0.000044621345,0.0005166521,0.00012655329],"domain_scores_gemma":[0.9951543,0.00017203341,0.0030308936,0.00009480167,0.0015224532,0.000025489588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012636473,0.00006719342,0.00015650432,0.00015335693,0.000377173,0.0002936342,0.00035933725,0.00008557011,0.0000029778553],"category_scores_gemma":[0.0003127522,0.000051108116,0.00027143263,0.00027825526,0.000017096652,0.0014966498,0.000035646706,0.00014136727,0.000026702248],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019360514,0.0003495959,0.0638234,0.0002526011,0.0005476939,1.4992538e-7,0.32881865,0.0014876913,0.000056708584,0.15749258,0.43618977,0.010787559],"study_design_scores_gemma":[0.0033175445,0.00043074915,0.5847303,0.00069472846,0.00007555839,0.000018688906,0.006372512,0.015348252,0.00019680698,0.00025050092,0.38826045,0.00030383925],"about_ca_topic_score_codex":0.00001895364,"about_ca_topic_score_gemma":0.0000037787484,"teacher_disagreement_score":0.5209069,"about_ca_system_score_codex":0.00026536442,"about_ca_system_score_gemma":0.00008109435,"threshold_uncertainty_score":0.2900948},"labels":[],"label_agreement":null},{"id":"W2890642102","doi":"10.17705/1jais.00505","title":"Pricing in C2C Sharing Platforms","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Order (exchange); Sharing economy; Business; Monopoly; Clearing; Durable good; Database transaction; Market share; Pricing strategies; Industrial organization; Microeconomics; Commerce; Economics; Marketing; Finance; Computer science","score_opus":0.018159228948564587,"score_gpt":0.2192442814407632,"score_spread":0.2010850524921986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890642102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91939205,0.00002120564,0.0017126942,0.0004168212,0.006712342,0.00061027723,0.0000043343725,0.000036491714,0.071093805],"genre_scores_gemma":[0.9976351,0.000001799062,0.000028018949,0.00047998,0.0015009462,0.000006273736,0.0000043239556,0.000005024823,0.0003384967],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987921,0.0000018825153,0.0007535806,0.000038448976,0.00026129643,0.00015270509],"domain_scores_gemma":[0.9972034,0.0000778954,0.0022255538,0.00009313845,0.00039324636,0.0000067451874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023438684,0.000070209004,0.0001589585,0.00031165057,0.00016484382,0.000486012,0.0002916338,0.0000757127,0.0000075926773],"category_scores_gemma":[0.00067827024,0.000046344085,0.00010112213,0.00031441957,0.000005365247,0.0061381585,0.00005416128,0.000118439646,0.000094172465],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012925107,0.00002996875,0.88572913,0.00035468352,0.00012512575,2.4371525e-7,0.0019201618,0.004253015,0.000023801955,0.0917701,0.01182451,0.003839994],"study_design_scores_gemma":[0.0022771473,0.00003140698,0.11447541,0.00040790412,0.00004867768,0.0000126112855,0.0019397892,0.04862563,0.00010429988,0.0075413147,0.8242947,0.00024112599],"about_ca_topic_score_codex":0.00006779904,"about_ca_topic_score_gemma":0.000026437412,"teacher_disagreement_score":0.8124702,"about_ca_system_score_codex":0.0002948488,"about_ca_system_score_gemma":0.000024019026,"threshold_uncertainty_score":0.4686625},"labels":[],"label_agreement":null},{"id":"W2890833781","doi":"","title":"Simulation Games for Active Learning of ERP Concepts.","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science; Active learning (machine learning); Human–computer interaction; Knowledge management; Artificial intelligence","score_opus":0.015347689844053264,"score_gpt":0.2987679515053765,"score_spread":0.2834202616613232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890833781","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004210107,0.000023639332,0.99293095,0.000117832984,0.0017517853,0.00042728038,0.000048140235,0.000013750312,0.00047649996],"genre_scores_gemma":[0.99385136,0.0000019552228,0.0053734523,0.000039029444,0.00029682973,0.000014002516,0.0000065163304,0.0000034446089,0.0004133978],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99864084,0.0000804615,0.0007496971,0.000042700605,0.00037871342,0.00010756281],"domain_scores_gemma":[0.992964,0.00065094564,0.003836237,0.00012720775,0.0023973624,0.00002422861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001344854,0.00006419761,0.0002020992,0.00010012674,0.0001883117,0.00007011856,0.0002354559,0.00005786988,3.6503369e-7],"category_scores_gemma":[0.0019228003,0.000044357603,0.00014250018,0.00018349501,0.000017426171,0.0030299148,0.000036455993,0.000069202964,0.000002262924],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027830963,0.00004234004,0.003936319,0.00042819086,0.00041627945,5.1874935e-8,0.030697644,0.46396315,0.0011453262,0.47125646,0.007810108,0.020025814],"study_design_scores_gemma":[0.0012881393,0.00032568592,0.0012702778,0.00017293716,0.000024667725,0.000004293861,0.0021277724,0.30802083,0.0038896494,0.0002781454,0.6824908,0.00010678039],"about_ca_topic_score_codex":0.000006638939,"about_ca_topic_score_gemma":0.0000010004435,"teacher_disagreement_score":0.98964125,"about_ca_system_score_codex":0.00023125109,"about_ca_system_score_gemma":0.000087160784,"threshold_uncertainty_score":0.23019105},"labels":[],"label_agreement":null},{"id":"W2890928007","doi":"","title":"Set-Theoretic Methods: Qualitative Comparative Analysis (QCA) for IS Research.","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Qualitative Comparative Analysis Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Qualitative comparative analysis; Computer science; Machine learning","score_opus":0.3898141132083618,"score_gpt":0.6359336704148447,"score_spread":0.24611955720648293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890928007","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029050058,0.00043473733,0.8567403,0.013878662,0.0028501302,0.00549056,0.00073066575,0.000047439506,0.09077742],"genre_scores_gemma":[0.9876448,0.000023428785,0.0029342575,0.00016529132,0.00065136916,0.00013116244,0.000016904112,0.000006479316,0.008426337],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98471546,0.010823214,0.0014899943,0.00012324672,0.0023796381,0.00046845444],"domain_scores_gemma":[0.96180654,0.013180338,0.0033268312,0.00022942525,0.021315547,0.00014132337],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07385799,0.00012934682,0.0006642811,0.0011142013,0.0017827889,0.0005153333,0.00082117436,0.00015534935,0.0000618169],"category_scores_gemma":[0.017445609,0.000091151924,0.0007194073,0.003541887,0.0005055964,0.001729544,0.00005946613,0.00034313396,0.000093244744],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013354662,0.00001722111,0.0007377042,0.00003039498,0.001944033,1.2058679e-8,0.66272044,0.00017681438,0.000043564884,0.24948369,0.084584855,0.00012775042],"study_design_scores_gemma":[0.00065561984,0.0002494289,0.00059265306,0.00004394939,0.0003735268,2.2652289e-7,0.45268288,0.0052925493,0.0007261745,0.019747369,0.5195075,0.0001280853],"about_ca_topic_score_codex":0.00022596828,"about_ca_topic_score_gemma":0.00018047275,"teacher_disagreement_score":0.95859474,"about_ca_system_score_codex":0.0017206465,"about_ca_system_score_gemma":0.00060438924,"threshold_uncertainty_score":0.9995167},"labels":[],"label_agreement":null},{"id":"W2891500209","doi":"","title":"Are Electricity Prosumers More Engaged? An Analysis of Brand-Follower Engagement on Twitter","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Social Media and Politics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Electricity; Social media; Business; Computer science; Advertising; Engineering; World Wide Web; Electrical engineering","score_opus":0.044663101399838735,"score_gpt":0.3383288430221182,"score_spread":0.29366574162227943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891500209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921348,0.000009145419,0.00034126436,0.0009975722,0.002514374,0.00047930438,0.000043697102,0.000012148024,0.0034677032],"genre_scores_gemma":[0.99829817,0.0000055144737,0.000019903639,0.00051406946,0.00065842835,0.000009167423,0.0000048042734,0.000003739062,0.0004862246],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99713105,0.00092929264,0.0006842505,0.000040634095,0.0010260531,0.00018874313],"domain_scores_gemma":[0.9941462,0.000683898,0.0034467112,0.00010979579,0.0015412805,0.000072065486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056183417,0.00007066613,0.000283905,0.00031256425,0.0007394855,0.00011668174,0.00025779856,0.00012513019,0.000008940585],"category_scores_gemma":[0.0045530587,0.000050696864,0.00029359508,0.0007648586,0.000048310638,0.00067434245,0.000009399178,0.00023980063,0.000005068075],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015523874,0.00013217285,0.56615055,0.00005391562,0.0020305014,1.3758597e-7,0.40396744,0.0010460571,0.00009613639,0.007829306,0.017935859,0.00060270634],"study_design_scores_gemma":[0.0019200162,0.00043604433,0.29084775,0.00013002694,0.0018943478,5.782363e-7,0.2614381,0.0018036363,0.0014600267,0.00022222106,0.43955714,0.00029011045],"about_ca_topic_score_codex":0.00020348167,"about_ca_topic_score_gemma":0.00007909222,"teacher_disagreement_score":0.4216213,"about_ca_system_score_codex":0.000684909,"about_ca_system_score_gemma":0.00015417367,"threshold_uncertainty_score":0.5687599},"labels":[],"label_agreement":null},{"id":"W2891544874","doi":"","title":"The Role of Media on User Satisfaction with City Cultural Digital Stories: A Case Study","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Multimedia; Human–computer interaction","score_opus":0.014528872436416965,"score_gpt":0.28105613880722796,"score_spread":0.266527266370811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891544874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98077935,0.000010685657,0.000019637033,0.00020981039,0.0020626686,0.00049345265,0.00002979569,0.000012170068,0.016382445],"genre_scores_gemma":[0.9988922,0.000003433799,0.000004622985,0.000013670357,0.00061254884,0.000009958069,9.3428855e-7,0.0000033456552,0.0004592825],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9980862,0.0002090551,0.00053238944,0.000033596767,0.001002127,0.00013661437],"domain_scores_gemma":[0.99491674,0.0010570461,0.0019903835,0.00008366378,0.0019016395,0.000050508304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029488062,0.00006607823,0.0001520907,0.00004821038,0.0008625026,0.0005631421,0.00016871479,0.00006535422,7.550468e-7],"category_scores_gemma":[0.004891831,0.000034025532,0.00009304375,0.00025171653,0.000087674816,0.0017278632,0.00001373822,0.00010869093,0.0000033019203],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003714511,0.00008683577,0.59699595,0.000013888774,0.00031747876,9.626258e-7,0.37246573,0.000057836685,0.0000025810266,0.009195845,0.0040002884,0.016491141],"study_design_scores_gemma":[0.0008530142,0.0004918055,0.028747281,0.000076269556,0.000054653607,0.000021045369,0.7949906,0.000027968257,0.000014530426,0.0002044924,0.17442389,0.00009444302],"about_ca_topic_score_codex":0.00087346777,"about_ca_topic_score_gemma":0.001822929,"teacher_disagreement_score":0.5682487,"about_ca_system_score_codex":0.0004962814,"about_ca_system_score_gemma":0.00016960924,"threshold_uncertainty_score":0.663376},"labels":[],"label_agreement":null},{"id":"W2891636240","doi":"","title":"Digital Transformation Strategies for Healthcare Providers: Perspectives from Senior Leadership","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Health care; Digital transformation; Transformation (genetics); Knowledge management; Business; Computer science; Political science; World Wide Web; Chemistry","score_opus":0.03901121510746294,"score_gpt":0.24906446303030919,"score_spread":0.21005324792284624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891636240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5697967,0.00089926017,0.15097526,0.08269931,0.017475165,0.016583866,0.00087391,0.0005195385,0.160177],"genre_scores_gemma":[0.996298,0.00000160263,0.00003031635,0.0006070242,0.00236947,0.000033500364,0.000050679188,0.000009042061,0.0006003587],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857366,0.000013930833,0.0006946569,0.000057682908,0.00047793906,0.00018212624],"domain_scores_gemma":[0.9963271,0.00009015942,0.002036855,0.000097364406,0.0014371134,0.000011429733],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000807263,0.00010740372,0.00018280587,0.00022278061,0.00032941982,0.0019155636,0.00023237622,0.00007494008,0.0000048550282],"category_scores_gemma":[0.0002569037,0.000076612145,0.00021942965,0.00017581438,0.000020375424,0.009249992,0.000018390787,0.000082166545,0.000044604083],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014751629,0.0002826693,0.020198213,0.0052055833,0.0018302643,3.703264e-7,0.11408099,0.00424786,0.00010852245,0.5908251,0.23690179,0.024843512],"study_design_scores_gemma":[0.001753434,0.000079811514,0.002541562,0.00018755463,0.000114225004,0.0000011115748,0.19759275,0.004553095,0.000017004928,0.0023292291,0.7906705,0.0001596895],"about_ca_topic_score_codex":0.000047943802,"about_ca_topic_score_gemma":0.000027724363,"teacher_disagreement_score":0.58849585,"about_ca_system_score_codex":0.00027200126,"about_ca_system_score_gemma":0.000054433367,"threshold_uncertainty_score":0.99912053},"labels":[],"label_agreement":null},{"id":"W2891706753","doi":"","title":"Taking Advantage of Using Professionally-Oriented Social Network Sites: The Role of Users’ Actions and Profiles","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Social network (sociolinguistics); Human–computer interaction; Knowledge management; Data science; World Wide Web; Social media","score_opus":0.02724483747015358,"score_gpt":0.3396826101049698,"score_spread":0.3124377726348162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891706753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905261,0.00009377088,0.0009971646,0.0012448542,0.00207547,0.0009780141,0.00005471582,0.00002151662,0.004008418],"genre_scores_gemma":[0.99916697,0.000006965684,0.00020678237,0.000042457785,0.00042230627,0.0000034967575,0.0000015691592,0.000004011816,0.00014546512],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99829787,0.00022142932,0.0006740833,0.000031097454,0.00061166653,0.00016386194],"domain_scores_gemma":[0.993357,0.00018101149,0.0051327706,0.00007307876,0.0012328278,0.000023310948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00268702,0.00006137815,0.00019062779,0.00009336404,0.0010179264,0.000054281496,0.0002472264,0.0001491283,0.0000028691672],"category_scores_gemma":[0.0013033347,0.000039126757,0.00010941527,0.00034854087,0.00014636092,0.0009024257,0.000045831046,0.00014820836,7.440149e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023818613,0.00009635226,0.8501618,0.0001630854,0.0004589314,4.36709e-8,0.069208965,0.00041630067,0.003500519,0.06709979,0.006085028,0.0025709842],"study_design_scores_gemma":[0.0039962786,0.00036020906,0.3305218,0.0018965306,0.0005764485,0.000023117838,0.45174587,0.0067253606,0.0063049057,0.0039911494,0.19338936,0.00046900575],"about_ca_topic_score_codex":0.00007547043,"about_ca_topic_score_gemma":0.00003344498,"teacher_disagreement_score":0.51964,"about_ca_system_score_codex":0.0003079769,"about_ca_system_score_gemma":0.00020523157,"threshold_uncertainty_score":0.78291696},"labels":[],"label_agreement":null},{"id":"W2891744727","doi":"","title":"Feasibility of Blockchain Applications","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Blockchain; Computer science; Computer security","score_opus":0.0142977355804538,"score_gpt":0.2603978251893846,"score_spread":0.2461000896089308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891744727","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03109581,0.00006639601,0.96100914,0.0024998146,0.0009946467,0.0012363077,0.00003862934,0.000053764714,0.0030055079],"genre_scores_gemma":[0.9956258,0.0000023617101,0.0040295976,0.00007800917,0.00009505267,0.000045135617,8.703626e-7,0.0000018896078,0.000121313475],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998637,0.000058634818,0.00080090825,0.000051295196,0.00034942484,0.000102694736],"domain_scores_gemma":[0.9949227,0.00015238137,0.0025520348,0.00039608535,0.0019492374,0.000027557599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00215174,0.00005722083,0.00016450719,0.00013903825,0.0001915472,0.000060469312,0.0008768119,0.00011480378,5.066283e-7],"category_scores_gemma":[0.00030727917,0.000040739505,0.0001336266,0.00052888994,0.00003949715,0.0003715979,0.00007442981,0.00010678907,0.000008518694],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014982031,0.00010306339,0.01610854,0.00007642487,0.000107864464,1.2282317e-8,0.0020388786,0.00051964,0.00026597333,0.96733314,0.008295129,0.0051363367],"study_design_scores_gemma":[0.0037175652,0.0005353598,0.028887197,0.0001469408,0.0001291985,0.00009030834,0.0015730804,0.091652825,0.014919997,0.07176239,0.7861161,0.00046898416],"about_ca_topic_score_codex":0.0000062048634,"about_ca_topic_score_gemma":0.000002258302,"teacher_disagreement_score":0.96452993,"about_ca_system_score_codex":0.00021426364,"about_ca_system_score_gemma":0.0001009118,"threshold_uncertainty_score":0.16613087},"labels":[],"label_agreement":null},{"id":"W2892033448","doi":"","title":"A Computational Framework for Railway Incident Analysis: from Data Mining to Data Visualization","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Visualization; Data visualization; Data mining; Data modeling; Data science; Database","score_opus":0.04419678945673396,"score_gpt":0.34041157277130174,"score_spread":0.2962147833145678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892033448","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010458026,0.000029122866,0.9840496,0.000818202,0.0033669292,0.0006582772,0.0005454514,0.000032024793,0.00004234925],"genre_scores_gemma":[0.89965194,0.0000020743507,0.09831823,0.00051068224,0.0009375904,0.000021917625,0.00050740485,0.0000060313946,0.000044099426],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972646,0.00013895005,0.0013113751,0.0001778553,0.00093425665,0.00017293832],"domain_scores_gemma":[0.9923993,0.0010930098,0.0030081358,0.0011417826,0.0022847257,0.000073056035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005279083,0.00010783798,0.00032508656,0.00030319663,0.00033786803,0.0006430595,0.0027185506,0.0001269987,0.0000016805209],"category_scores_gemma":[0.0039111753,0.00007618957,0.00013339231,0.0010917356,0.0000116581,0.0044215294,0.0005150891,0.00008030433,0.00001781535],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042093583,0.0002452669,0.31309772,0.00046594293,0.0067399773,2.5379984e-7,0.04795832,0.18800949,0.00002401729,0.04184493,0.37970012,0.021493021],"study_design_scores_gemma":[0.0005987625,0.00009490807,0.02401545,0.00013887555,0.00023336781,0.000002911073,0.00055846875,0.90158075,0.000019498502,0.0010179351,0.07160845,0.00013063452],"about_ca_topic_score_codex":0.000035654957,"about_ca_topic_score_gemma":0.0000145049025,"teacher_disagreement_score":0.88919395,"about_ca_system_score_codex":0.0003629179,"about_ca_system_score_gemma":0.00024178028,"threshold_uncertainty_score":0.6201037},"labels":[],"label_agreement":null},{"id":"W2894851064","doi":"10.17705/1jais.00511","title":"Concentration, Competence, Confidence, and Capture: An Experimental Study of Age, Interruption-based Technostress, and Task Performance","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technostress in Professional Settings","field":"Psychology","cited_by":139,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Moderation; Competence (human resources); Psychology; Workload; Technostress; Workforce; Salience (neuroscience); Social psychology; Developmental psychology; Applied psychology; Cognitive psychology; Computer science","score_opus":0.022001809281967752,"score_gpt":0.3286079478955708,"score_spread":0.30660613861360303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894851064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966134,0.00009448975,0.00026193255,0.000110776986,0.001438361,0.00070133473,0.000033164037,0.000018209113,0.00072836236],"genre_scores_gemma":[0.9995598,0.0000020640346,0.00008542381,0.00008975405,0.000098057746,0.000031201092,0.0000071236623,0.0000056857875,0.00012087348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983867,0.000119866636,0.00085265195,0.00007310104,0.0004485288,0.000119172466],"domain_scores_gemma":[0.9964245,0.0001567492,0.0024306918,0.00015703752,0.0007901954,0.000040819814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097645284,0.00009876582,0.00021615496,0.00012231237,0.00021440769,0.00008341973,0.00021325953,0.00012343877,0.0000056451618],"category_scores_gemma":[0.00019515157,0.0000709586,0.000036580866,0.00016418924,0.00009933511,0.00081947894,0.00003521891,0.00015583292,0.0000018664798],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083790976,0.0009300738,0.8832398,0.00021768139,0.00038077743,9.1272216e-7,0.078557655,0.00022116995,0.0036831554,0.021806398,0.00851993,0.0016045376],"study_design_scores_gemma":[0.017356705,0.008445953,0.68989605,0.0015108901,0.00031482094,0.0001428301,0.22993967,0.008683625,0.017248966,0.0002820124,0.02545152,0.00072695175],"about_ca_topic_score_codex":0.000043991353,"about_ca_topic_score_gemma":0.000008194459,"teacher_disagreement_score":0.19334374,"about_ca_system_score_codex":0.00012179041,"about_ca_system_score_gemma":0.000043577267,"threshold_uncertainty_score":0.28936076},"labels":[],"label_agreement":null},{"id":"W2898715118","doi":"","title":"Adoption vs. Non-Adoption: A Case of Online Dating","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science","score_opus":0.01670066870162961,"score_gpt":0.22656011036886067,"score_spread":0.20985944166723106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898715118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97983754,0.000005234998,0.001985115,0.00018708676,0.0025236849,0.00029269245,0.00002791195,0.0000113655415,0.015129379],"genre_scores_gemma":[0.9977511,0.0000015018574,0.00015517243,0.00026391237,0.0016086537,0.0000025741965,0.000027327273,0.0000054711145,0.00018424357],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987027,0.000002054839,0.00095704716,0.00003199873,0.00020106061,0.000105132414],"domain_scores_gemma":[0.9944172,0.000046702855,0.004151269,0.000093102026,0.0012832094,0.0000085259835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012705209,0.000070707545,0.00018439152,0.00017751282,0.00015430113,0.00051474344,0.00014853626,0.00006576588,0.000005078875],"category_scores_gemma":[0.00037785489,0.000050812876,0.000137385,0.00020469863,0.00001146028,0.00991405,0.000042927782,0.00006851416,0.00003417366],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016735685,0.000826323,0.18599427,0.005622954,0.0018822614,0.000008636903,0.0065666693,0.058173336,0.00051897706,0.40416056,0.25434873,0.08022373],"study_design_scores_gemma":[0.007123546,0.00036617465,0.03333063,0.0010875971,0.0004634774,0.0005125662,0.03190914,0.2919965,0.0001958086,0.003815138,0.62848324,0.0007161958],"about_ca_topic_score_codex":0.00006874281,"about_ca_topic_score_gemma":0.000022193311,"teacher_disagreement_score":0.4003454,"about_ca_system_score_codex":0.00016261992,"about_ca_system_score_gemma":0.000032566288,"threshold_uncertainty_score":0.7187447},"labels":[],"label_agreement":null},{"id":"W2899385638","doi":"","title":"Innovating through standardization: How Google Leverages the Value of Open Digital Platforms","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Standardization; Computer science; Value (mathematics); World Wide Web; Open platform; Digital library; Operating system; Software","score_opus":0.03007632394862631,"score_gpt":0.2576040849070223,"score_spread":0.227527760958396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899385638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4693502,0.00010747939,0.29035732,0.027852833,0.019462993,0.0049594864,0.00030701578,0.00011618903,0.18748651],"genre_scores_gemma":[0.99755436,0.0000015696068,0.00013923137,0.00058737234,0.0012425842,0.000008810761,0.00003436233,0.000007828255,0.00042387456],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983273,0.000008042627,0.0008887077,0.000045241348,0.0006025251,0.00012814948],"domain_scores_gemma":[0.99021465,0.000088514695,0.0052089714,0.0001436487,0.0043405495,0.0000036702402],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0021580583,0.00009789299,0.00021260117,0.00012737229,0.00046275603,0.001991612,0.00057902955,0.000082795734,0.000004807668],"category_scores_gemma":[0.0012002139,0.000054611537,0.00008963241,0.0010822567,0.000034674806,0.016742768,0.000129749,0.00011499362,0.000008919971],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014678338,0.00003529221,0.025682347,0.0002898424,0.00023774257,5.50798e-8,0.0012038677,0.0037775612,0.000086218955,0.888334,0.07658328,0.0036230488],"study_design_scores_gemma":[0.0021767076,0.00006974666,0.017858416,0.00037326297,0.00009001861,0.0000103794155,0.003794586,0.009855171,0.0005404462,0.013966153,0.9510352,0.00022988144],"about_ca_topic_score_codex":0.000029434947,"about_ca_topic_score_gemma":0.000002373426,"teacher_disagreement_score":0.87445194,"about_ca_system_score_codex":0.00015083223,"about_ca_system_score_gemma":0.00009625856,"threshold_uncertainty_score":0.9990444},"labels":[],"label_agreement":null},{"id":"W2899598314","doi":"","title":"Innovation Intensity: From IT Use and Innovative Culture to Organizational Performance","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Business and Economic Development","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Knowledge management; Organizational culture; Business; Computer science; Public relations; Political science","score_opus":0.01392372666426939,"score_gpt":0.20137735251672595,"score_spread":0.18745362585245656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899598314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99283314,0.0000011428734,0.0030909888,0.0012807467,0.001227557,0.00023037774,0.000025660203,0.0000051050188,0.0013053126],"genre_scores_gemma":[0.9965089,0.000002831666,0.00078212813,0.001629705,0.00015370788,0.000004283146,0.000016922577,0.0000032851674,0.0008982321],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999074,0.000012759444,0.00054448453,0.000042841297,0.0002477941,0.00007814077],"domain_scores_gemma":[0.9977279,0.000032645297,0.001074541,0.000056877525,0.0010864674,0.00002162406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063513656,0.00005926853,0.00011108221,0.00007312679,0.00016870287,0.00018183303,0.00010971642,0.000054790213,0.000026329262],"category_scores_gemma":[0.00059771247,0.000040839244,0.000013861741,0.00063966494,0.000016516886,0.0019531045,0.000071004666,0.000058145735,0.0001076714],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073880845,0.000012194577,0.818913,0.000010673791,0.000073782125,2.1869083e-8,0.009012038,0.0013479405,0.00059491023,0.0010702782,0.1675186,0.0013726833],"study_design_scores_gemma":[0.00040872963,0.00003480606,0.6881549,0.00004397107,0.000008658823,0.000005748264,0.0006388402,0.0013949788,0.00067861006,0.00007839902,0.30846936,0.000083031286],"about_ca_topic_score_codex":0.000027496035,"about_ca_topic_score_gemma":0.0000057448424,"teacher_disagreement_score":0.14095074,"about_ca_system_score_codex":0.0005352152,"about_ca_system_score_gemma":0.000029848125,"threshold_uncertainty_score":0.17534201},"labels":[],"label_agreement":null},{"id":"W2899600789","doi":"","title":"Digital Platforms: A Review and Future Directions","year":2018,"lang":"en","type":"review","venue":"Journal of the Association for Information Systems","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":118,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Data science","score_opus":0.021079568749595153,"score_gpt":0.23948752468630694,"score_spread":0.21840795593671178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899600789","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007753944,0.96781427,0.000012020426,0.00011363203,0.0036537915,0.0009305827,0.00008886641,0.000018039122,0.027361037],"genre_scores_gemma":[0.000013860138,0.99465114,0.0000047387507,0.00037848807,0.0037543667,0.000027517646,0.0000911441,0.0000152817,0.0010634778],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981546,0.00000120372,0.0014010802,0.000057473368,0.00024133464,0.00014435514],"domain_scores_gemma":[0.9924727,0.00007619494,0.006670093,0.0001304493,0.0006359923,0.00001456525],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0010887735,0.00018710151,0.0008737967,0.00024563618,0.00019067734,0.002129449,0.00027521903,0.00017682952,0.0000032420621],"category_scores_gemma":[0.0004026132,0.000107799075,0.00054658856,0.00030227145,0.000010881542,0.0147836,0.000078394376,0.00017061032,0.00012297016],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007284896,0.000022026343,0.000051211937,0.075577185,0.0007372439,9.308952e-8,0.000053144344,0.0000029454488,7.544514e-10,0.026964536,0.21786691,0.67871743],"study_design_scores_gemma":[0.00014349502,0.000007500291,0.0000035669475,0.005971822,0.00068787084,0.00002960313,0.00012136607,0.000018133685,1.710986e-9,0.00032775383,0.9925607,0.00012819485],"about_ca_topic_score_codex":0.0000022827844,"about_ca_topic_score_gemma":0.0000010975517,"teacher_disagreement_score":0.7746938,"about_ca_system_score_codex":0.0003074359,"about_ca_system_score_gemma":0.00007377105,"threshold_uncertainty_score":0.99899614},"labels":[],"label_agreement":null},{"id":"W2901248059","doi":"","title":"Design a Financial Analysis System Using Ontology Engineering","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Ontology; Software engineering","score_opus":0.04795681393765092,"score_gpt":0.2595300605823858,"score_spread":0.2115732466447349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901248059","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031527076,0.00003396855,0.9601086,0.00018639509,0.0065170713,0.0004157272,0.000013571292,0.000039222796,0.0011583616],"genre_scores_gemma":[0.9975071,5.929108e-7,0.00050347124,0.00013250986,0.0017799803,0.000005026038,0.000005807808,0.0000048873103,0.000060646245],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99867094,0.000018261631,0.00073715847,0.000044621156,0.0003761198,0.00015288667],"domain_scores_gemma":[0.9955503,0.00008070192,0.00250381,0.000120229786,0.001737326,0.000007661184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018497176,0.00008719394,0.0002545195,0.00048630577,0.0002056518,0.0003888952,0.0003035422,0.00010099344,0.0000037895984],"category_scores_gemma":[0.00086938794,0.000061273815,0.00017520932,0.0010224205,0.000009582072,0.0027283072,0.000041407737,0.00008016794,0.000031374017],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005783572,0.000102087455,0.10436578,0.0022752609,0.0033749326,0.0000016261557,0.0018407834,0.66721046,0.0012031114,0.16451626,0.051760837,0.0027704816],"study_design_scores_gemma":[0.000520726,0.000019240746,0.009099916,0.00019142248,0.0009918306,0.000019706307,0.00040042275,0.79847825,0.00016845821,0.000047631496,0.18987954,0.00018285438],"about_ca_topic_score_codex":0.000084472194,"about_ca_topic_score_gemma":0.000007138993,"teacher_disagreement_score":0.96598,"about_ca_system_score_codex":0.00034599408,"about_ca_system_score_gemma":0.000057889036,"threshold_uncertainty_score":0.37501255},"labels":[],"label_agreement":null},{"id":"W2901298730","doi":"","title":"A Net Diffusion Model of Mobile Application: Considering Self-referencing, Within-category Dependency, and Drop-out Process","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Dependency (UML); Process (computing); Computer science; Net (polyhedron); Diffusion process; Drop (telecommunication); Diffusion; Innovation diffusion; Artificial intelligence; Thermodynamics; Mathematics; Geometry; Physics; Knowledge management; Programming language; Telecommunications","score_opus":0.011476991720894846,"score_gpt":0.2568996009894721,"score_spread":0.24542260926857729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901298730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7286876,0.000039132137,0.26347774,0.00005578377,0.00044871963,0.0010260524,0.00003402849,0.000038227205,0.0061927503],"genre_scores_gemma":[0.9990489,0.0000024836806,0.0005217605,0.000014298675,0.0002076537,0.000045885798,0.000006486493,0.000005625381,0.00014691979],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985527,0.000045875517,0.00089975196,0.000051178213,0.00035441868,0.00009608498],"domain_scores_gemma":[0.9952129,0.000080955455,0.0034060471,0.0001305695,0.0011356901,0.000033807795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001028522,0.000086725624,0.00026333888,0.00010017643,0.0001563294,0.00008576008,0.00017199558,0.000051539286,0.000002579236],"category_scores_gemma":[0.000031145028,0.00006284685,0.00010687977,0.00012683087,0.00001536379,0.0005928455,0.0000407722,0.0001033647,0.0000018981499],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021129873,0.0004208548,0.6542849,0.0010362677,0.0023526987,6.542991e-8,0.09693304,0.11412502,0.006859495,0.101495825,0.010887002,0.011393551],"study_design_scores_gemma":[0.0012500077,0.00016810399,0.0017630416,0.00020595574,0.00030431437,0.0000065003296,0.0045813504,0.96751046,0.006093858,0.012438177,0.0054352675,0.00024295812],"about_ca_topic_score_codex":0.000029505089,"about_ca_topic_score_gemma":0.000007664167,"teacher_disagreement_score":0.85338545,"about_ca_system_score_codex":0.00011429059,"about_ca_system_score_gemma":0.00012554665,"threshold_uncertainty_score":0.256282},"labels":[],"label_agreement":null},{"id":"W2901742297","doi":"","title":"Factors facilitating Adoption of Mobile Payment Services over Credit/Debit Cards: An Investigation after the Demonetization Policy Shock in India.","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Mobile payment; Payment; Business; Shock (circulatory); Debit card; Mobile banking; Credit card; Financial system; Computer security; Monetary economics; Computer science; Finance; Commerce; Economics; Marketing; Medicine","score_opus":0.03736227002107402,"score_gpt":0.3313742399731694,"score_spread":0.2940119699520954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901742297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99678093,0.000029495064,0.0010246707,0.00027111272,0.0010831613,0.00061341043,0.00009505504,0.000015501426,0.00008666535],"genre_scores_gemma":[0.99934673,0.000004631591,0.00008449184,0.00016080619,0.00019337452,0.00004277279,0.000020270782,0.0000057470456,0.00014115086],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99591047,0.00041797588,0.0019106544,0.000097420554,0.0014929188,0.00017058951],"domain_scores_gemma":[0.99282944,0.0004721169,0.004405861,0.00030053573,0.0019397015,0.000052332827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005558482,0.0001271265,0.00028844588,0.00068828044,0.00020995818,0.00026273887,0.00059616973,0.0002275406,0.000007748049],"category_scores_gemma":[0.0015041486,0.000070316826,0.00016047376,0.0010733921,0.000059303038,0.0027033272,0.00006108466,0.00019206922,0.0000118145545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056159344,0.000025274825,0.9692503,0.000023982206,0.000027139758,2.8373709e-8,0.025384704,0.0029446422,0.00017267976,0.00064767303,0.0004819253,0.0009854434],"study_design_scores_gemma":[0.0005776275,0.00016516351,0.96566117,0.0000808133,0.000024519264,0.0000025152576,0.023945149,0.0045755776,0.00031830376,0.0007432788,0.0038233278,0.000082571896],"about_ca_topic_score_codex":0.000111207926,"about_ca_topic_score_gemma":0.00007200192,"teacher_disagreement_score":0.004054333,"about_ca_system_score_codex":0.0005293248,"about_ca_system_score_gemma":0.00015584471,"threshold_uncertainty_score":0.2867437},"labels":[],"label_agreement":null},{"id":"W2903706655","doi":"","title":"Personalization of an Environmental Message: Developing a Measure","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Advanced Text Analysis Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Personalization; Measure (data warehouse); Computer science; Internet privacy; World Wide Web; Data mining","score_opus":0.010902697356835066,"score_gpt":0.25053837038483,"score_spread":0.23963567302799493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903706655","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013107429,0.000025679488,0.98551947,0.0002178783,0.00042758678,0.00020513369,0.000006849963,0.000017417911,0.00047257973],"genre_scores_gemma":[0.98427224,0.0000040893483,0.015441543,0.000080410304,0.00009928628,0.0000048027346,0.0000028835693,0.0000030025317,0.000091720256],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99844927,0.000099400764,0.00066309236,0.000041675954,0.0006606031,0.00008598085],"domain_scores_gemma":[0.9962964,0.000056838846,0.0027771273,0.00015939157,0.0006860719,0.00002418957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016619334,0.00006120669,0.00015688306,0.00015071046,0.00013439034,0.000108899876,0.00050022826,0.00006159297,7.261261e-7],"category_scores_gemma":[0.00026195822,0.000044104323,0.00011065944,0.00026355617,0.00001412958,0.0026425815,0.00004178687,0.000057565878,0.0000028291104],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003018716,0.00046078,0.09060278,0.0007902602,0.0024350076,9.021786e-7,0.1096127,0.010827169,0.048707757,0.61226356,0.018057473,0.10593973],"study_design_scores_gemma":[0.005989035,0.0015866939,0.07333269,0.0011673147,0.00043488148,0.0002180296,0.008512687,0.4383488,0.1437755,0.012643996,0.31269875,0.0012916311],"about_ca_topic_score_codex":0.0000023998834,"about_ca_topic_score_gemma":0.0000013119025,"teacher_disagreement_score":0.9711648,"about_ca_system_score_codex":0.0005022898,"about_ca_system_score_gemma":0.0000781677,"threshold_uncertainty_score":0.19158079},"labels":[],"label_agreement":null},{"id":"W2904275615","doi":"","title":"Reading between the lines: Legal risk mitigation by equity crowdfunding platforms","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Equity crowdfunding; Equity (law); Business; Reading (process); Equity risk; Computer science; Seed money; Finance; Political science; Private equity; Law","score_opus":0.0164222585242589,"score_gpt":0.2542768037070928,"score_spread":0.23785454518283392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904275615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89424306,0.00006510501,0.03836378,0.0025344805,0.009089498,0.0016243749,0.00020146609,0.00014270679,0.053735513],"genre_scores_gemma":[0.99548066,0.0000038918643,0.000038442715,0.00034029252,0.0031518699,0.000013195641,0.000033368673,0.00001432279,0.0009239362],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976026,0.000017482627,0.0011951904,0.00007417106,0.0008292822,0.00028130243],"domain_scores_gemma":[0.9917507,0.00027737417,0.0063389307,0.00016720897,0.0014506943,0.000015071198],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0044046226,0.00015082546,0.0002574036,0.00023591168,0.00082480063,0.0018820768,0.00056869915,0.00013471172,0.0000029851608],"category_scores_gemma":[0.0030087712,0.000091492686,0.00022268164,0.0006397769,0.00004253115,0.009711258,0.00014637513,0.00027233324,0.00010498044],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001400174,0.00003957612,0.50223255,0.00046364215,0.0004669209,1.9634439e-7,0.0011881775,0.00080719235,0.0003886397,0.10289294,0.38167423,0.009705923],"study_design_scores_gemma":[0.0011010375,0.00005471583,0.03226571,0.00037367316,0.0001849191,0.000008017607,0.0011331019,0.006609127,0.0008164472,0.003816117,0.9533701,0.0002670466],"about_ca_topic_score_codex":0.00012100065,"about_ca_topic_score_gemma":0.000008056392,"teacher_disagreement_score":0.57169586,"about_ca_system_score_codex":0.00062200415,"about_ca_system_score_gemma":0.00004942054,"threshold_uncertainty_score":0.9991541},"labels":[],"label_agreement":null},{"id":"W2904825323","doi":"","title":"Rethinking the role of conceptual modeling in the introductory IS curriculum","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Curriculum; Computer science; Engineering ethics; Mathematics education; Epistemology; Cognitive science; Sociology; Pedagogy; Psychology; Engineering; Philosophy","score_opus":0.022797386703517747,"score_gpt":0.24494123519777733,"score_spread":0.22214384849425958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904825323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7811137,0.0010712068,0.18447888,0.014122427,0.009826465,0.0013484444,0.000012403916,0.000042408985,0.007984091],"genre_scores_gemma":[0.9990228,0.000006118079,0.00027902776,0.00035298913,0.0003115414,0.0000040390705,2.8546037e-7,0.000001305901,0.000021885033],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984066,0.0001861062,0.0006805361,0.000035566947,0.00058239594,0.00010878346],"domain_scores_gemma":[0.9970634,0.0002679825,0.0016106127,0.00021735035,0.0008316513,0.00000897587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041790823,0.00005285976,0.00013649793,0.000073423784,0.00017127099,0.00016061608,0.0010038364,0.00005623209,3.8371624e-7],"category_scores_gemma":[0.00078287255,0.000023925524,0.00010284337,0.000256156,0.00003562172,0.0011505472,0.000057918034,0.0001478758,0.000003435125],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028270768,0.00005608724,0.033099037,0.000059262675,0.00018719392,1.2718861e-7,0.6165741,0.017206533,0.00018383068,0.30687022,0.019992467,0.0057428256],"study_design_scores_gemma":[0.0007372111,0.00013203929,0.0024832191,0.00015365575,0.00003340471,0.00003392155,0.06318885,0.86518383,0.0007327091,0.013722088,0.05348349,0.00011557993],"about_ca_topic_score_codex":0.000042523883,"about_ca_topic_score_gemma":0.000006758124,"teacher_disagreement_score":0.8479773,"about_ca_system_score_codex":0.00012879477,"about_ca_system_score_gemma":0.00007864276,"threshold_uncertainty_score":0.18653944},"labels":[],"label_agreement":null},{"id":"W2905284924","doi":"","title":"Consumer-driven Demand Estimation: Smart Storage IoT in SSCM of Perishables","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Smart Parking Systems Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Internet of Things; Computer science; On demand; Computer security; Embedded system; Multimedia","score_opus":0.013026002413859875,"score_gpt":0.25419135190015096,"score_spread":0.2411653494862911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905284924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9632149,0.00035748276,0.020885855,0.00018132142,0.0061173514,0.0012799958,0.000081665676,0.000056859913,0.007824567],"genre_scores_gemma":[0.99925834,0.0000079404035,0.00029263957,0.0000080094405,0.00018558463,0.000016385708,0.0000035728444,0.00000922585,0.00021829072],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99800706,0.00011058203,0.0010786329,0.000032757755,0.00060976925,0.0001612035],"domain_scores_gemma":[0.9975856,0.00025877313,0.0010698035,0.00014291184,0.00090629864,0.00003660948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022569734,0.00008444312,0.0002779318,0.0003091058,0.00007759182,0.00010344845,0.00024669213,0.00011290061,0.000004586453],"category_scores_gemma":[0.0007894864,0.00006601517,0.000104080995,0.00033133005,0.000021409252,0.000625149,0.000020237088,0.00014306763,0.000023199018],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001035625,0.00004329047,0.2118524,0.00169661,0.00056677824,8.4865434e-7,0.011793982,0.7137948,0.0012929656,0.0010380097,0.056308307,0.0015084118],"study_design_scores_gemma":[0.002638621,0.00017712147,0.07039654,0.001064642,0.000053151172,0.000069774345,0.0017747778,0.75986135,0.0021616365,0.000056714045,0.16150029,0.00024539765],"about_ca_topic_score_codex":0.000022111715,"about_ca_topic_score_gemma":0.000014999979,"teacher_disagreement_score":0.14145586,"about_ca_system_score_codex":0.0006393761,"about_ca_system_score_gemma":0.00008037545,"threshold_uncertainty_score":0.26920205},"labels":[],"label_agreement":null},{"id":"W2905505886","doi":"10.17705/1jais.00521","title":"Theorizing the Multilevel Effects of Interruptions and the Role of Communication Technology","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Queen's University","funders":"","keywords":"Affect (linguistics); Psychology; Multilevel model; Social psychology; Work (physics); Knowledge management; Computer science; Cognitive psychology; Engineering; Communication","score_opus":0.055792840643263605,"score_gpt":0.36781559285400106,"score_spread":0.31202275221073744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905505886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9485531,0.000965332,0.023176184,0.010432177,0.002987793,0.0029579902,0.00007435155,0.000028036948,0.010825069],"genre_scores_gemma":[0.99942994,0.000022635451,0.00011832255,0.00008129343,0.000046300152,0.000019405954,0.0000010948578,0.0000021452781,0.00027883332],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99749124,0.00028382748,0.0013017531,0.000031281397,0.00080979243,0.00008210728],"domain_scores_gemma":[0.99043167,0.0021923543,0.004860871,0.00032283404,0.0021777805,0.00001451608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0078087687,0.00006356766,0.00022729332,0.00029398105,0.00032602772,0.00017159268,0.00090625527,0.00007054834,0.0000021661303],"category_scores_gemma":[0.0047067553,0.000027204567,0.0001571596,0.000469703,0.0001981838,0.0011949176,0.00014316826,0.00012713637,0.0000074134186],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037506886,0.00006593167,0.057195373,0.00009437366,0.00042488196,1.6831317e-8,0.059433818,0.00066313305,0.0009792208,0.81755453,0.008650509,0.054563165],"study_design_scores_gemma":[0.011250566,0.00053679507,0.17752995,0.0008893791,0.00071362505,0.00004264619,0.16022862,0.09030863,0.012110912,0.09038342,0.45563838,0.00036707078],"about_ca_topic_score_codex":0.000014573065,"about_ca_topic_score_gemma":0.0000045880133,"teacher_disagreement_score":0.72717106,"about_ca_system_score_codex":0.00007089232,"about_ca_system_score_gemma":0.000035600326,"threshold_uncertainty_score":0.56347656},"labels":[],"label_agreement":null},{"id":"W2905981680","doi":"","title":"Teaching Programming to Non-Programmers: The Case of Python and Jupyter Notebooks","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Python (programming language); Programming language; Computer science; Software engineering; Theoretical computer science","score_opus":0.01281655654892203,"score_gpt":0.2766918909664306,"score_spread":0.26387533441750854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905981680","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058092207,0.000012262669,0.93404764,0.0042819446,0.001042824,0.0010476485,0.000012222259,0.000017872844,0.0014454002],"genre_scores_gemma":[0.99223197,2.838013e-7,0.007188492,0.00023160299,0.00023524681,0.00002449053,8.267747e-7,0.0000031535624,0.00008393427],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896985,0.00006505093,0.00054184854,0.000047364036,0.00027352764,0.00010236078],"domain_scores_gemma":[0.997271,0.00026898208,0.0013421539,0.00016678119,0.0009087715,0.000042338037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019232455,0.000060963583,0.00011785076,0.00008796503,0.00033744914,0.00033678077,0.0003459994,0.000032927357,1.09442084e-7],"category_scores_gemma":[0.00015822396,0.000036719546,0.000090509624,0.00020838167,0.000015947384,0.0007052347,0.00008818543,0.000102490325,0.0000038060173],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004131855,0.00007193553,0.0013420646,0.00014396594,0.00024736943,7.3249277e-7,0.049103126,0.0030890545,0.0003616307,0.54626065,0.0075506507,0.3917875],"study_design_scores_gemma":[0.0017472376,0.00083645136,0.00678414,0.00028440528,0.0001208061,0.0006144373,0.0047956747,0.31274927,0.00085773354,0.008933787,0.6619004,0.00037567818],"about_ca_topic_score_codex":0.000075079144,"about_ca_topic_score_gemma":0.000008023564,"teacher_disagreement_score":0.9341398,"about_ca_system_score_codex":0.000093145085,"about_ca_system_score_gemma":0.0000574675,"threshold_uncertainty_score":0.32475847},"labels":[],"label_agreement":null},{"id":"W2906268579","doi":"","title":"Understanding and Measuring the Ecological Sustainability of the Blockchain Technology","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Blockchain; Sustainability; Ecology; Environmental resource management; Computer science; Environmental science; Biology; Computer security","score_opus":0.024677402934765565,"score_gpt":0.23956760184500603,"score_spread":0.21489019891024047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906268579","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43679816,0.00014979742,0.49274084,0.06511701,0.0019338742,0.0019039046,0.00001148201,0.000085242646,0.001259692],"genre_scores_gemma":[0.9996379,0.0000025687536,0.00017876104,0.00008450795,0.000042579235,0.00001609664,5.6683614e-8,0.0000013872324,0.00003616936],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99886453,0.00011506088,0.00054693833,0.000050110528,0.00030031314,0.0001230647],"domain_scores_gemma":[0.99667424,0.0002739502,0.0016719466,0.00031740108,0.0010480412,0.000014435364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032921291,0.000057269073,0.00013924403,0.00010995759,0.0005337485,0.00008094321,0.0008962202,0.00015429396,2.0240871e-7],"category_scores_gemma":[0.0013809209,0.000027258071,0.000085776854,0.00057782547,0.00014281094,0.00021714967,0.00021723888,0.00020406311,4.2954957e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063668303,0.000022885328,0.021385869,0.00003355143,0.00005833289,1.9193056e-8,0.0017957498,0.0004398589,0.000043127402,0.97451764,0.00092292746,0.0007736442],"study_design_scores_gemma":[0.0028772813,0.00061363366,0.08690913,0.00021226826,0.00015691454,0.0002575321,0.024704786,0.1765042,0.005609804,0.6105865,0.091153994,0.00041393636],"about_ca_topic_score_codex":0.0000041840904,"about_ca_topic_score_gemma":0.00000684085,"teacher_disagreement_score":0.56283975,"about_ca_system_score_codex":0.0005458848,"about_ca_system_score_gemma":0.00010683356,"threshold_uncertainty_score":0.41052154},"labels":[],"label_agreement":null},{"id":"W2907159198","doi":"","title":"TOWARDS A MORE SITUATED IS DESIGN BY PRIORITIZING USE SITUATIONS","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Government of Canada","funders":"","keywords":"Situated; Computer science; Human–computer interaction; Artificial intelligence","score_opus":0.043930063487478854,"score_gpt":0.33649523750346866,"score_spread":0.2925651740159898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907159198","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0799113,0.00013609906,0.817672,0.026315926,0.022785662,0.0086895535,0.0013192531,0.0002592826,0.042910915],"genre_scores_gemma":[0.99398744,0.000025802072,0.0009500695,0.0010248134,0.0007722902,0.000034810335,0.000030010442,0.000009096944,0.0031656933],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969789,0.0003344848,0.0012517782,0.00004707787,0.0011380925,0.00024966808],"domain_scores_gemma":[0.9921457,0.0003440092,0.003332947,0.00012686306,0.0039723837,0.00007807182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051763845,0.00010133799,0.00020726575,0.00017427643,0.0012777833,0.0009012005,0.00030171077,0.00014178676,0.000015674314],"category_scores_gemma":[0.0022088801,0.0000779559,0.00016623462,0.0005136079,0.000055566114,0.005547573,0.000022828934,0.000104827086,0.000042049545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011593222,0.00003180748,0.0031269747,0.00006061932,0.0003037741,5.3488435e-8,0.28842533,0.00026591116,0.00031695643,0.06588627,0.63799644,0.0034699198],"study_design_scores_gemma":[0.0009286874,0.000091680486,0.0008983621,0.00007080562,0.00005710089,0.0000044918775,0.039770443,0.0011469618,0.00054734026,0.0003633575,0.9559894,0.00013137258],"about_ca_topic_score_codex":0.00036506812,"about_ca_topic_score_gemma":0.00001871952,"teacher_disagreement_score":0.9140761,"about_ca_system_score_codex":0.0010846227,"about_ca_system_score_gemma":0.00042298308,"threshold_uncertainty_score":0.9827805},"labels":[],"label_agreement":null},{"id":"W2907574228","doi":"","title":"SOCIAL MEDIA AND YOUTH SUICIDE: A SYSTEMATIC REVIEW","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Social media; Computer science; Data science; World Wide Web","score_opus":0.0499616275065265,"score_gpt":0.3286846809231769,"score_spread":0.2787230534166504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907574228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30781314,0.23562786,0.005870216,0.04592938,0.115725696,0.03638318,0.0022826008,0.0006577606,0.24971017],"genre_scores_gemma":[0.9975218,0.00017604182,0.0000094203715,0.0009070603,0.00070396235,0.0000386416,0.0000067757355,0.000007422627,0.00062887266],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978606,0.0002512259,0.0012105023,0.00004310979,0.0004795117,0.00015502708],"domain_scores_gemma":[0.9948789,0.00044408126,0.0033107174,0.00011309939,0.0012188294,0.0000343803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032388945,0.00009726773,0.00051422976,0.00010211477,0.00026435778,0.00009310201,0.00019310154,0.00009354957,0.0000064700257],"category_scores_gemma":[0.0021501295,0.000059183185,0.0001886501,0.00019708984,0.000024338853,0.00046571525,0.000027181062,0.00010965687,0.00006193147],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027304294,0.00010467224,0.021179318,0.091885686,0.0045377854,7.427812e-7,0.4631978,0.0000037765924,0.0000143034285,0.0556746,0.36280948,0.00031878048],"study_design_scores_gemma":[0.027914254,0.0020114454,0.1852079,0.10474412,0.023476135,0.0010740926,0.55852795,0.00036341068,0.00015583143,0.0039479313,0.089462854,0.0031140966],"about_ca_topic_score_codex":0.000013141433,"about_ca_topic_score_gemma":0.000005425769,"teacher_disagreement_score":0.68970865,"about_ca_system_score_codex":0.00018588439,"about_ca_system_score_gemma":0.00003275802,"threshold_uncertainty_score":0.25740612},"labels":[],"label_agreement":null},{"id":"W2907831576","doi":"","title":"Understanding the Consequences of Technostress: A Non-Linear Perspective","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technostress in Professional Settings","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Technostress; Perspective (graphical); Computer science; Psychology; Artificial intelligence","score_opus":0.05901200008257397,"score_gpt":0.35409786240254376,"score_spread":0.2950858623199698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907831576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40890497,0.0010924739,0.1462763,0.052143596,0.06515113,0.00905814,0.0011571086,0.00030444903,0.31591183],"genre_scores_gemma":[0.9987873,0.000002202469,0.00010377255,0.00012291971,0.00028454346,0.000016382128,0.0000011544137,0.0000055056967,0.00067623454],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9983263,0.00010933888,0.0008085748,0.000045067256,0.00056965864,0.00014107213],"domain_scores_gemma":[0.9936982,0.00055373064,0.0040418976,0.00018028077,0.0015063399,0.000019567502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021254178,0.00007879553,0.00018746758,0.00015552172,0.0002929739,0.000046587364,0.00047754127,0.00015080454,0.0000114567765],"category_scores_gemma":[0.0013718215,0.000042753352,0.000148755,0.00033676202,0.00015221511,0.00045121176,0.00004415826,0.00022833083,0.00001609987],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036243617,0.00007937981,0.034787938,0.00010079346,0.0009430221,3.774509e-7,0.06088903,0.0003029609,0.0011956604,0.7799526,0.12104523,0.00034060684],"study_design_scores_gemma":[0.005576783,0.0011590518,0.021105688,0.0020199937,0.0004385244,0.00022087412,0.8038377,0.0015066913,0.01603693,0.04558991,0.10200126,0.0005065636],"about_ca_topic_score_codex":0.0000463479,"about_ca_topic_score_gemma":0.000003887964,"teacher_disagreement_score":0.7429487,"about_ca_system_score_codex":0.0007658314,"about_ca_system_score_gemma":0.0001023244,"threshold_uncertainty_score":0.22533481},"labels":[],"label_agreement":null},{"id":"W2908480403","doi":"","title":"Evolution Mechanisms for Digital Platforms: A Review and Analysis across Platform Types","year":2018,"lang":"en","type":"review","venue":"Journal of the Association for Information Systems","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Data science","score_opus":0.029243806704986223,"score_gpt":0.2672815762716335,"score_spread":0.2380377695666473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908480403","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011901231,0.97779214,0.009715013,0.00005753322,0.0034165108,0.0039400095,0.0010985691,0.00004514976,0.0038160647],"genre_scores_gemma":[0.0033227743,0.9884861,0.00016351031,0.000739369,0.0031065927,0.00030043724,0.0016042873,0.00008057302,0.0021963636],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974985,0.0000011917193,0.0018333897,0.00009759635,0.00031653233,0.00025277038],"domain_scores_gemma":[0.9900828,0.00016086607,0.008542453,0.00017218043,0.0010216524,0.000020028623],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0023108842,0.00024924983,0.0013684644,0.0003734102,0.000277513,0.002323536,0.00037208627,0.0002449824,0.000001917674],"category_scores_gemma":[0.00086081517,0.00015331613,0.001150988,0.0005983037,0.000014286639,0.014345486,0.0001078483,0.0001322113,0.000050555194],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000128934,0.00010496837,0.00039248445,0.2644001,0.015398233,2.2977304e-7,0.00032533618,0.00041253,3.4404923e-8,0.37516224,0.10559349,0.23808144],"study_design_scores_gemma":[0.0003105865,0.000022005333,0.000009218433,0.003971639,0.0043054246,0.000009084112,0.00020257586,0.0007559027,2.0647082e-8,0.0048258207,0.98538774,0.00020000573],"about_ca_topic_score_codex":0.0000067628066,"about_ca_topic_score_gemma":0.000006325647,"teacher_disagreement_score":0.87979424,"about_ca_system_score_codex":0.00060527684,"about_ca_system_score_gemma":0.000084888954,"threshold_uncertainty_score":0.9994404},"labels":[],"label_agreement":null},{"id":"W2914030410","doi":"10.17705/1jais.00526","title":"Data-Driven Meets Theory-Driven Research in the Era of Big Data: Opportunities and Challenges for Information Systems Research","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":147,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Memorial University of Newfoundland","funders":"","keywords":"Big data; Data science; Computer science; Information system; Set (abstract data type); Intersection (aeronautics); Information theory; Management science; Political science; Engineering; Data mining; Mathematics","score_opus":0.5625803925492691,"score_gpt":0.4137885858846455,"score_spread":0.14879180666462355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914030410","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19784614,0.0248767,0.06901977,0.29702646,0.09538798,0.06131386,0.026812546,0.0004102354,0.22730632],"genre_scores_gemma":[0.9962572,0.0008332656,0.000042662763,0.00012890549,0.0021581133,0.00005521797,0.00043970853,0.0000085168285,0.00007642554],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965199,0.000308679,0.0012454094,0.00010183178,0.0015292881,0.00029485722],"domain_scores_gemma":[0.9902504,0.0014101639,0.0022796842,0.00074179494,0.0053034932,0.000014458883],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.031676903,0.00011001804,0.0002801228,0.0007035808,0.0005185585,0.0012062344,0.0020295414,0.0001375549,0.000001137462],"category_scores_gemma":[0.0035158321,0.00006612108,0.000045622604,0.00065490237,0.00013339343,0.012143915,0.0005879324,0.00033782056,0.000015040887],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064628816,0.00013130046,0.0034347086,0.0065999995,0.00036214394,4.641456e-7,0.009368565,0.00094782555,0.000026126994,0.73808616,0.17053871,0.06985772],"study_design_scores_gemma":[0.0005553932,0.00005104048,0.0018379012,0.0005820385,0.000040322615,0.000007675153,0.025769915,0.025451569,0.0000052993255,0.0007745938,0.94483817,0.00008606076],"about_ca_topic_score_codex":0.00022266152,"about_ca_topic_score_gemma":0.00010223365,"teacher_disagreement_score":0.7984111,"about_ca_system_score_codex":0.00013732402,"about_ca_system_score_gemma":0.00016354406,"threshold_uncertainty_score":0.9998306},"labels":[],"label_agreement":null},{"id":"W2924810107","doi":"","title":"Sowingo: Promoting Innovations in Dental Office Inventory Management.","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; Lakehead University; John Abbott College","funders":"","keywords":"Business; Inventory management; Knowledge management; Computer science; Operations management; Engineering","score_opus":0.05382612709482338,"score_gpt":0.4364629426412589,"score_spread":0.3826368155464355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2924810107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8793693,0.000052147407,0.0008237094,0.0028687562,0.01223451,0.0034833748,0.000038674312,0.00004055649,0.10108896],"genre_scores_gemma":[0.9923805,0.000007734664,0.000087820175,0.0005219762,0.0006862649,0.00010568874,0.000017856737,0.000010893825,0.0061812904],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99681604,0.00044800754,0.0015335631,0.00005822607,0.00085087685,0.0002932724],"domain_scores_gemma":[0.9939971,0.0003092539,0.003433054,0.000166473,0.00204073,0.000053366504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008557867,0.0000834631,0.00017413282,0.00053909887,0.0007004221,0.00010369958,0.0003537852,0.00013092792,0.000028241724],"category_scores_gemma":[0.002847835,0.00006578506,0.00008347297,0.00094320916,0.000020772863,0.0024528839,0.00009316004,0.0004582847,0.00028226405],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000096878044,0.000092874194,0.9369848,0.00045146595,0.00013568085,1.8772928e-7,0.019573955,0.000048889662,0.000063044485,0.012957144,0.028506113,0.0010889784],"study_design_scores_gemma":[0.0022136637,0.00007154794,0.4132432,0.00048588836,0.000041033603,0.000010419019,0.044616442,0.0012744623,0.000044226555,0.0002445081,0.5376346,0.0001199867],"about_ca_topic_score_codex":0.00007662294,"about_ca_topic_score_gemma":0.000031254713,"teacher_disagreement_score":0.5237416,"about_ca_system_score_codex":0.0024760284,"about_ca_system_score_gemma":0.00041432583,"threshold_uncertainty_score":0.6474728},"labels":[],"label_agreement":null},{"id":"W2934172607","doi":"","title":"The Role of Flow in Learning Distributed Computing and MapReduce Concepts using Hands-On Analogy","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Killam Trusts","keywords":"Analogy; Computer science; Flow (mathematics); Mathematics education; Artificial intelligence; Theoretical computer science; Mathematics; Epistemology; Philosophy; Geometry","score_opus":0.0062073409666756636,"score_gpt":0.26071901006320614,"score_spread":0.25451166909653045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2934172607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9690697,0.00010425612,0.02851154,0.0007476276,0.0009151331,0.00023145974,0.0000073902816,0.000010739107,0.00040215923],"genre_scores_gemma":[0.99958736,0.0000046936652,0.00026608602,0.000014964363,0.000050063067,2.848139e-7,0.0000019533375,0.0000017747998,0.000072800314],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988706,0.00015186679,0.00054788135,0.00003439757,0.0002906533,0.00010460203],"domain_scores_gemma":[0.99723893,0.0004537733,0.001846272,0.00008287567,0.0003603013,0.000017821741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001844868,0.000048903017,0.00015682966,0.00008480663,0.0001384565,0.00017353996,0.00024171722,0.00004740894,8.8177345e-8],"category_scores_gemma":[0.0005065658,0.000030411606,0.00006381744,0.00022217674,0.000007997213,0.0004574263,0.00004355185,0.00018139885,0.0000012106935],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015554619,0.000009642864,0.14245446,0.000030759245,0.000047881,4.4607138e-8,0.0026138667,0.841696,0.00016900401,0.008004166,0.00007579884,0.004882799],"study_design_scores_gemma":[0.00057926815,0.00008692397,0.0070292903,0.000121529556,0.000006778188,0.0000070878627,0.001339188,0.9850697,0.000109496345,0.00015863671,0.005454952,0.000037153448],"about_ca_topic_score_codex":0.00000820658,"about_ca_topic_score_gemma":7.3081515e-7,"teacher_disagreement_score":0.14337367,"about_ca_system_score_codex":0.00015207713,"about_ca_system_score_gemma":0.000058125635,"threshold_uncertainty_score":0.16734497},"labels":[],"label_agreement":null},{"id":"W2944762919","doi":"10.9876/sim.v24i1.860","title":"Modèle théorique de projets de Green IS : une spécification des relations entre objectifs, compétences et culture environnementale","year":2019,"lang":"fr","type":"article","venue":"Journal of the Association for Information Systems","topic":"Green IT and Sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.011615863807798546,"score_gpt":0.22766252226045802,"score_spread":0.21604665845265947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944762919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8262989,0.0026514232,0.096609294,0.0279344,0.0071852454,0.004922719,0.00065992697,0.000116223695,0.033621866],"genre_scores_gemma":[0.98214996,0.000095717696,0.0015589317,0.00009223216,0.00019778484,0.000027040462,0.00002786288,0.000012500919,0.015837945],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.998032,0.00024313912,0.00092209555,0.000065201384,0.00045495885,0.00028262855],"domain_scores_gemma":[0.9973387,0.00017721667,0.0014937597,0.00017023536,0.0007463937,0.00007369212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023404937,0.00015135696,0.0002517739,0.00011583653,0.00027479924,0.00022730451,0.0002538368,0.00023809569,0.000021082598],"category_scores_gemma":[0.00026693873,0.00012347427,0.00025039236,0.00032608426,0.000028999264,0.0021713553,0.000025655818,0.00034016673,0.000052079315],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050597548,0.000114904455,0.54429567,0.001738505,0.00051115657,3.332603e-7,0.14924423,0.24044657,0.00051077467,0.024992274,0.036209572,0.0018854009],"study_design_scores_gemma":[0.0027031892,0.00028309235,0.2229663,0.0009144068,0.0003627796,0.00013191983,0.09210827,0.190136,0.0011005276,0.014500283,0.47427252,0.0005207208],"about_ca_topic_score_codex":0.0008123615,"about_ca_topic_score_gemma":0.00011193771,"teacher_disagreement_score":0.43806294,"about_ca_system_score_codex":0.004889989,"about_ca_system_score_gemma":0.00036660963,"threshold_uncertainty_score":0.99893004},"labels":[],"label_agreement":null},{"id":"W2948925595","doi":"","title":"Nurturing the Creativity potential of organisational IT.","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Creativity; Knowledge management; Computer science; Psychology; Social psychology","score_opus":0.02485918168892797,"score_gpt":0.24808538072257882,"score_spread":0.22322619903365085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948925595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8680753,0.000115512325,0.035175126,0.01595805,0.02420526,0.0025471721,0.00014663747,0.00005061013,0.05372634],"genre_scores_gemma":[0.9982591,0.0000029482446,0.000019673404,0.00032453123,0.0007014572,0.0000030777474,0.0000127740395,0.0000039508777,0.0006724584],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986082,0.000017637049,0.0006382016,0.00003168719,0.00061408296,0.00009020771],"domain_scores_gemma":[0.9954172,0.00012856444,0.0030295404,0.00012628207,0.0012943129,0.0000041087997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016399954,0.00006506599,0.00015026296,0.00010697599,0.00013630024,0.0002806496,0.0003591043,0.00005754176,0.000036102385],"category_scores_gemma":[0.0005788485,0.00003579286,0.00013041522,0.00025853497,0.000011662168,0.003175098,0.00005871971,0.00009738552,0.00007312722],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044698443,0.00020726024,0.4278154,0.0021154312,0.00085171784,2.1606827e-7,0.0024516429,0.08222959,0.003444713,0.24832535,0.2277323,0.0043793954],"study_design_scores_gemma":[0.0011639085,0.000021259444,0.13836232,0.00028808208,0.00018117322,0.00001566784,0.0031751865,0.018721929,0.0007466805,0.0011978102,0.83594084,0.00018514965],"about_ca_topic_score_codex":0.000045810993,"about_ca_topic_score_gemma":0.0000020591635,"teacher_disagreement_score":0.60820854,"about_ca_system_score_codex":0.00010845483,"about_ca_system_score_gemma":0.000049948263,"threshold_uncertainty_score":0.27063107},"labels":[],"label_agreement":null},{"id":"W2950299576","doi":"","title":"Do Users Always Want to Know More? Investigating the Relationship between System Transparency and Users' Trust in Advice-Giving Systems.","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Transparency (behavior); Advice (programming); Internet privacy; Computer science; Need to know; Computer security","score_opus":0.050334579527313905,"score_gpt":0.273520380214089,"score_spread":0.22318580068677507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950299576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98828614,0.00015638249,0.0017524452,0.002535493,0.0031410423,0.0016726223,0.00006698116,0.000050112856,0.002338777],"genre_scores_gemma":[0.99903923,0.0000034773177,0.000036318732,0.00016861157,0.00047338725,0.000028750583,0.00001803369,0.0000122446945,0.00021995096],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975262,0.000068388304,0.0013689958,0.000100025245,0.0007061073,0.00023022966],"domain_scores_gemma":[0.99571896,0.00063144095,0.0027024073,0.00022921161,0.00069354504,0.00002442848],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003873022,0.00015642359,0.00034165318,0.00039064494,0.00031306164,0.0010656194,0.000489151,0.00013282067,0.0000016588252],"category_scores_gemma":[0.0014862933,0.00009859199,0.000100635065,0.00082788075,0.000015647556,0.004237088,0.000071923074,0.0002605022,0.000050126833],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013003439,0.000004555272,0.96939033,0.0010890935,0.000033379307,7.481827e-8,0.0015358694,0.009036899,0.000011073607,0.016479935,0.0022774413,0.00012833807],"study_design_scores_gemma":[0.0010247211,0.000020209507,0.86418843,0.0034913644,0.00015232149,0.000012971164,0.023644183,0.026195131,0.0000106510015,0.00014596172,0.08081071,0.00030332318],"about_ca_topic_score_codex":0.00030692338,"about_ca_topic_score_gemma":0.000021306525,"teacher_disagreement_score":0.105201885,"about_ca_system_score_codex":0.00041023758,"about_ca_system_score_gemma":0.000058434434,"threshold_uncertainty_score":0.9999714},"labels":[],"label_agreement":null},{"id":"W2955337149","doi":"","title":"REINVENTING COLLABORATION WITH AUTONOMOUS TECHNOLOGY-BASED AGENTS","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Transparency (behavior); Autonomous agent; Position paper; Set (abstract data type); Prioritization; Computer science; Knowledge management; Unintended consequences; Artificial intelligence; Sociology; Psychology; Management science; Epistemology; Engineering; World Wide Web","score_opus":0.006243830035372352,"score_gpt":0.20882180718118715,"score_spread":0.2025779771458148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955337149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89952177,0.0000817188,0.021541363,0.013996493,0.015931841,0.004994042,0.00005365685,0.00029922294,0.04357992],"genre_scores_gemma":[0.99811953,4.8127026e-7,0.00015879395,0.00056456245,0.00033731436,0.000027329352,0.000015300939,0.000009437862,0.00076723145],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985252,0.000014977586,0.00071101676,0.00005261833,0.000567552,0.00012861095],"domain_scores_gemma":[0.9929227,0.00005813985,0.0041981535,0.00015165083,0.0026623777,0.000006948623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010615718,0.000094059746,0.0001846671,0.00049267797,0.00017533686,0.00071383244,0.00025119563,0.00009148904,0.000009592797],"category_scores_gemma":[0.000562704,0.00006522541,0.00008228703,0.0011310688,0.000008102093,0.0035065569,0.000029379611,0.000106498854,0.00009927523],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030300897,0.00007681385,0.618149,0.000704127,0.00028141873,4.88929e-7,0.00046471506,0.27405095,0.0002680654,0.043600235,0.061141808,0.00095937913],"study_design_scores_gemma":[0.0028171646,0.000051797593,0.005402513,0.00032667603,0.00009835172,0.0000042766296,0.0024699257,0.046496503,0.00021494515,0.00018946735,0.94174975,0.00017862197],"about_ca_topic_score_codex":0.000007735559,"about_ca_topic_score_gemma":0.000006145748,"teacher_disagreement_score":0.88060796,"about_ca_system_score_codex":0.0004561426,"about_ca_system_score_gemma":0.00015249714,"threshold_uncertainty_score":0.68835026},"labels":[],"label_agreement":null},{"id":"W2957564160","doi":"","title":"From hierarchies to markets: Transformation of corporate innovation at Ericsson","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Leverage (statistics); Digital transformation; Business; Cloud computing; Industrial organization; Openness to experience; Knowledge management; Commoditization; The Internet; Disruptive technology; Marketing; Computer science; Engineering; Economics","score_opus":0.04093750055048109,"score_gpt":0.2519441411395188,"score_spread":0.2110066405890377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2957564160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97686476,0.000017681605,0.009797055,0.0014172425,0.0040345625,0.00079816644,0.00013059229,0.000016480277,0.006923469],"genre_scores_gemma":[0.9983747,0.0000042426304,0.000082928396,0.00041696432,0.00042198852,0.000008278997,0.00013084328,0.000006116546,0.000553921],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981214,0.000018218747,0.0011168228,0.000045205627,0.00058901246,0.00010938005],"domain_scores_gemma":[0.99290234,0.00009754506,0.0049319235,0.00013600913,0.0019256709,0.0000065096815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015152763,0.00008929951,0.00022168063,0.00044965366,0.00009286951,0.00023072999,0.00029081595,0.00007923645,0.000023886374],"category_scores_gemma":[0.0004956828,0.00006345965,0.00009146211,0.0009827433,0.0000072837183,0.0046491968,0.000049576378,0.0000791961,0.00012813021],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003434367,0.00020877803,0.43911293,0.0038830726,0.00081537553,2.1254999e-7,0.0097913,0.036111336,0.018639142,0.21750261,0.24539468,0.025106214],"study_design_scores_gemma":[0.0013331545,0.000037961403,0.08623103,0.00046374224,0.000094896546,0.0000028544032,0.0018491934,0.009488402,0.002484116,0.0021188718,0.89566594,0.00022982477],"about_ca_topic_score_codex":0.00007399505,"about_ca_topic_score_gemma":0.0000053768754,"teacher_disagreement_score":0.6502713,"about_ca_system_score_codex":0.00023948835,"about_ca_system_score_gemma":0.00003526562,"threshold_uncertainty_score":0.33705553},"labels":[],"label_agreement":null},{"id":"W2958551764","doi":"","title":"Ambivalence and Electronic Word of Mouth.","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Ambivalence; Computer science; Word (group theory); Linguistics; Natural language processing; Psychology; Social psychology; Philosophy","score_opus":0.012512642747822196,"score_gpt":0.24665213427775434,"score_spread":0.23413949152993216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2958551764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98372084,0.00022068212,0.00006228204,0.0038173872,0.0020667678,0.0007171099,0.00001392625,0.000008252911,0.009372737],"genre_scores_gemma":[0.98290986,0.000054802647,0.000011178636,0.000034452514,0.00007417157,0.0000020342425,7.6215156e-7,0.0000011826979,0.01691153],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.998984,0.000054381373,0.00041810813,0.000018752806,0.0004161796,0.00010858654],"domain_scores_gemma":[0.99782044,0.00010121758,0.001451034,0.000038546234,0.00056522293,0.000023539487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016344509,0.000033875425,0.000116305055,0.00003998542,0.00011766305,0.0000841033,0.00012788539,0.000063675085,0.000006749058],"category_scores_gemma":[0.00033955646,0.00002201763,0.00006116597,0.00014376765,0.000012200387,0.0007096703,0.00001275614,0.00008034643,0.000004467068],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024108536,0.00006285084,0.3877013,0.00043870314,0.00070184626,7.306522e-8,0.12897827,0.0022647553,0.0005384138,0.141268,0.29338765,0.04441705],"study_design_scores_gemma":[0.00046449492,0.0000252914,0.028912533,0.00007983143,0.000017425362,0.0000016546574,0.015700651,0.000056884215,0.00009259121,0.00018581012,0.9544107,0.000052143492],"about_ca_topic_score_codex":0.00011998083,"about_ca_topic_score_gemma":0.00002080665,"teacher_disagreement_score":0.661023,"about_ca_system_score_codex":0.00041302864,"about_ca_system_score_gemma":0.00017756819,"threshold_uncertainty_score":0.108005546},"labels":[],"label_agreement":null},{"id":"W2960031923","doi":"","title":"Heuristic, Systematic, and Affective Components of Online Service Reviews : Impact on Intra-Organizational Adoption and Sharing","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Knowledge management; Computer science; Heuristic; Service (business); Organizational commitment; Component (thermodynamics); Business; Psychology; Marketing; Artificial intelligence; Social psychology","score_opus":0.04657680190088837,"score_gpt":0.3368172623298017,"score_spread":0.2902404604289133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2960031923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996405,0.00013363243,0.0009324368,0.0004745716,0.00077126606,0.0010653327,0.00009492474,0.000009738134,0.000113084774],"genre_scores_gemma":[0.9995162,0.00003581579,0.000110854635,0.000115185285,0.000036416175,0.0000055918917,0.00001151423,0.000004631355,0.00016380534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99721193,0.00022298728,0.0015313607,0.000081267506,0.0008589977,0.00009345995],"domain_scores_gemma":[0.99231243,0.000748854,0.004946786,0.00020319466,0.0017434534,0.000045300167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004410508,0.000108105785,0.0005280383,0.0003424523,0.000097348806,0.0001703125,0.0003141122,0.00012863996,0.0000058123783],"category_scores_gemma":[0.0030711058,0.00006068494,0.000117918724,0.0004472985,0.000012154099,0.00091234833,0.00006494058,0.00015906131,0.000025070896],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017849631,0.000121425095,0.97705454,0.0023772276,0.00021334169,1.05724986e-7,0.0031756815,0.0031728116,0.0007995425,0.0104834335,0.0019226605,0.00050073775],"study_design_scores_gemma":[0.0019165284,0.00026395,0.97599685,0.0024917077,0.00013340986,0.000067271125,0.0027660385,0.013746495,0.00008363804,0.0009012642,0.0014807557,0.00015210119],"about_ca_topic_score_codex":0.0000086730115,"about_ca_topic_score_gemma":0.0000026244272,"teacher_disagreement_score":0.010573684,"about_ca_system_score_codex":0.000244426,"about_ca_system_score_gemma":0.000036581354,"threshold_uncertainty_score":0.36766222},"labels":[],"label_agreement":null},{"id":"W2962513201","doi":"","title":"Intelligent Digital Mesh Adoption for Big Data.","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Big data; Data science; Data mining","score_opus":0.04536066961121702,"score_gpt":0.23355755548406,"score_spread":0.18819688587284297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962513201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8541386,0.00078911404,0.021994507,0.0019029529,0.07197682,0.0051309047,0.008476228,0.00009917363,0.035491694],"genre_scores_gemma":[0.9970729,0.000009794318,0.000046153662,0.00006198127,0.0003979481,0.0000010338763,0.00032724455,0.0000014051852,0.0020815756],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989329,0.0000378704,0.0005187923,0.000039767503,0.0003599723,0.0001106817],"domain_scores_gemma":[0.99796027,0.0002859129,0.0011638787,0.00012943677,0.00042716064,0.00003332221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016786954,0.000057347886,0.00013353389,0.00004605773,0.00010435957,0.00034135577,0.0003072491,0.000049819126,0.000007079398],"category_scores_gemma":[0.0005170878,0.00003361606,0.000107403706,0.000101794394,0.000003823566,0.0020291233,0.000009276188,0.00006766094,0.00009755084],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021903325,0.000019255573,0.8387889,0.00026586495,0.00023755361,6.431369e-8,0.0016050282,0.019468019,0.000014283438,0.00050188776,0.062321734,0.07655834],"study_design_scores_gemma":[0.0006566845,0.00017864308,0.080851465,0.00010605517,0.000033485805,0.000016946398,0.0027787203,0.019658728,0.000022504893,0.00008873683,0.8954804,0.00012766305],"about_ca_topic_score_codex":0.00002057772,"about_ca_topic_score_gemma":0.000016725002,"teacher_disagreement_score":0.8331586,"about_ca_system_score_codex":0.000043711687,"about_ca_system_score_gemma":0.000047748585,"threshold_uncertainty_score":0.32917014},"labels":[],"label_agreement":null},{"id":"W2963154427","doi":"","title":"Career Success in the MIS Academy","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","score_opus":0.013516847610376973,"score_gpt":0.24622313040646993,"score_spread":0.23270628279609296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963154427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46278182,0.00063237327,0.13188717,0.08564214,0.07479836,0.013556739,0.00008608651,0.00021071757,0.23040462],"genre_scores_gemma":[0.9971078,0.0000032058774,0.00016788434,0.0013796663,0.000115246774,0.000037158883,0.0000027985918,0.000002317884,0.0011839435],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974166,0.00017995069,0.0011649366,0.00004496452,0.001026089,0.00016741751],"domain_scores_gemma":[0.9963801,0.00021811687,0.0024477015,0.00019426251,0.0007293639,0.000030458672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004633603,0.000085676074,0.00017871587,0.00021970437,0.00012476873,0.0005726824,0.0012440293,0.00009720246,0.0000028575373],"category_scores_gemma":[0.00022549584,0.00004706127,0.00013842486,0.00061435596,0.000004131522,0.003345886,0.000034190234,0.00019958682,0.000119378405],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002655628,0.000091445465,0.21486482,0.00040570516,0.000198831,1.8329195e-7,0.13894309,0.012850213,0.000032632055,0.3896584,0.23931503,0.0036130778],"study_design_scores_gemma":[0.0011370707,0.000028985167,0.083962366,0.00011324549,0.000008601699,0.00005657049,0.008343396,0.005565422,0.00007704173,0.00012280475,0.9004455,0.00013897082],"about_ca_topic_score_codex":0.000010945187,"about_ca_topic_score_gemma":0.0000011018118,"teacher_disagreement_score":0.6611305,"about_ca_system_score_codex":0.0005548607,"about_ca_system_score_gemma":0.00019818048,"threshold_uncertainty_score":0.55223894},"labels":[],"label_agreement":null},{"id":"W2963479345","doi":"","title":"Determinants of job satisfaction and turnover intention of IT professionals in Japan","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Job satisfaction; Collectivism; Friendship; Psychology; Context (archaeology); Turnover intention; Social psychology; Job attitude; Work (physics); Job performance; Political science; Engineering; Individualism","score_opus":0.017088619288720616,"score_gpt":0.254576419307016,"score_spread":0.2374878000182954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963479345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975761,0.000016377915,0.00015044847,0.0009868067,0.00071532145,0.00031141614,0.00001236202,0.0000043561035,0.00022677681],"genre_scores_gemma":[0.99950284,0.0000026577202,0.000020664314,0.00029213875,0.000113082155,0.000003547213,0.0000041522617,0.000004410045,0.000056487646],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854785,0.00002118788,0.0009360707,0.00003350962,0.0003993726,0.00006198278],"domain_scores_gemma":[0.99616766,0.00006340733,0.0027852815,0.000039670816,0.0009351399,0.0000088450315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072788517,0.000059648566,0.00020392526,0.00018557758,0.000048002134,0.000058777703,0.00007252059,0.00006812813,0.000009561365],"category_scores_gemma":[0.00083473965,0.00004355342,0.00007291686,0.0003168214,0.000008536515,0.002181603,0.000029639497,0.00008068277,0.0000048342404],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004051916,0.000008160183,0.9949715,0.00022660865,0.000012963711,1.8406528e-8,0.00055155996,0.000118134754,0.0004461776,0.0015948357,0.001482291,0.00054719386],"study_design_scores_gemma":[0.0008536613,0.000015325999,0.9926656,0.0001709865,0.000036872265,0.0000018761872,0.0020980546,0.0010521866,0.00024718815,0.000043783162,0.002768615,0.000045831803],"about_ca_topic_score_codex":0.00008098574,"about_ca_topic_score_gemma":0.000044308996,"teacher_disagreement_score":0.0023802212,"about_ca_system_score_codex":0.000087121865,"about_ca_system_score_gemma":0.000034579567,"threshold_uncertainty_score":0.17760569},"labels":[],"label_agreement":null},{"id":"W2963488355","doi":"","title":"Approach based on SPEA2-band selection and Random Forest classifier to generate thematic maps from hyperspectral images.","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Remote Sensing and Land Use","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Hyperspectral imaging; Thematic map; Random forest; Computer science; Classifier (UML); Artificial intelligence; Selection (genetic algorithm); Pattern recognition (psychology); Remote sensing; Geography; Cartography","score_opus":0.009161521285557351,"score_gpt":0.18452028971001386,"score_spread":0.1753587684244565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963488355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9755419,0.000041447198,0.005717698,0.0007055618,0.0016724769,0.0007326511,0.00011152167,0.000014014515,0.015462757],"genre_scores_gemma":[0.99808645,0.00000446193,0.00079868553,0.00027573638,0.0002258325,4.2133405e-7,0.000040204468,0.0000024572616,0.0005657629],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99889517,0.00010496143,0.00042434633,0.000056004486,0.00039587732,0.00012362446],"domain_scores_gemma":[0.99863696,0.00024141713,0.00073605526,0.00008050498,0.00024679728,0.00005829329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011134178,0.00008338077,0.00020296441,0.00011585158,0.0001242429,0.00028660975,0.000092289774,0.00006886778,0.0000073144283],"category_scores_gemma":[0.00022274881,0.000047808066,0.00009360249,0.00013676228,0.000004037599,0.00044980223,0.000001971393,0.00011301178,0.0000376546],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005893279,0.000019405681,0.21962236,0.00008379579,0.00012527373,1.3484471e-7,0.0014559635,0.76325476,0.00015278772,0.00007147459,0.011954417,0.0026703267],"study_design_scores_gemma":[0.004131657,0.00027753616,0.18917185,0.00014211636,0.000077393735,0.000020659907,0.0011493748,0.7895029,0.00032415148,0.00013771618,0.014882728,0.00018191482],"about_ca_topic_score_codex":0.00016699334,"about_ca_topic_score_gemma":0.00003106239,"teacher_disagreement_score":0.030450504,"about_ca_system_score_codex":0.00005335752,"about_ca_system_score_gemma":0.000044777047,"threshold_uncertainty_score":0.27637845},"labels":[],"label_agreement":null},{"id":"W2965396687","doi":"","title":"Application of Machine Learning to Mining Customer Reviews.","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Customer churn and segmentation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science","score_opus":0.012164373260129976,"score_gpt":0.2386974354961926,"score_spread":0.22653306223606262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965396687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8504784,0.0006934475,0.04067527,0.0043786573,0.013770558,0.009063969,0.000043149652,0.00012196993,0.08077457],"genre_scores_gemma":[0.9980314,0.0000081352955,0.00009720712,0.0004497315,0.00031639394,0.00001700558,0.000019284138,0.00000627028,0.0010545986],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985779,0.000023582288,0.0008592937,0.000037236852,0.00041058258,0.00009138209],"domain_scores_gemma":[0.9954158,0.000066727094,0.0036783984,0.000088107685,0.00074250327,0.000008458722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020812862,0.00006903033,0.00022597302,0.00027944148,0.000079803256,0.00013725988,0.00017246787,0.00004635274,0.000006739343],"category_scores_gemma":[0.00046840144,0.000048829264,0.00014230913,0.0004263282,0.0000025681677,0.0017905693,0.000030615523,0.000081148566,0.00025202837],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025601545,0.00007749181,0.82627136,0.0022888007,0.00024134941,4.372006e-8,0.004828827,0.062009968,0.0052772188,0.016022898,0.05141406,0.03131197],"study_design_scores_gemma":[0.0007225779,0.000016869206,0.010597091,0.00013439642,0.000056888282,0.0000014157129,0.0011160722,0.016364358,0.00008183965,0.000016631684,0.97081083,0.00008104873],"about_ca_topic_score_codex":0.00004496533,"about_ca_topic_score_gemma":0.0000030546212,"teacher_disagreement_score":0.91939676,"about_ca_system_score_codex":0.0001746299,"about_ca_system_score_gemma":0.00001456537,"threshold_uncertainty_score":0.32393992},"labels":[],"label_agreement":null},{"id":"W2966454591","doi":"","title":"Meformer vs. Informer: Influencer type and Follower Behavioral Intentions.","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Influencer marketing; Opinion leadership; Social media; Promotion (chess); Advertising; Psychology; Social psychology; Business; Marketing; Public relations; Computer science; Political science; Relationship marketing; Marketing management","score_opus":0.011644739212750069,"score_gpt":0.2851083792184067,"score_spread":0.27346364000565665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966454591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.806333,0.00009273929,0.000038213202,0.0014607073,0.010963761,0.0009373627,0.000024526014,0.000030057225,0.18011962],"genre_scores_gemma":[0.99258506,0.000042750093,0.000025274412,0.00017361497,0.00018542196,0.0000066706007,0.0000029368673,0.0000039855386,0.0069742906],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983103,0.000089798916,0.00057857204,0.00003253893,0.0008219222,0.00016685552],"domain_scores_gemma":[0.996633,0.00020571548,0.0013416782,0.000067806344,0.0016854284,0.000066384055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028970009,0.00006459409,0.00017608024,0.00010599957,0.000276764,0.00038052196,0.00018499389,0.00012557369,0.000007290923],"category_scores_gemma":[0.002336308,0.00004574506,0.0001238376,0.00030847196,0.00003251891,0.0024355673,0.000024873943,0.00011179341,0.000027473694],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033609883,0.000088763656,0.78521866,0.00019898139,0.00032989503,1.5911203e-7,0.07327815,0.00021836141,0.00006863425,0.06746642,0.05597825,0.016817618],"study_design_scores_gemma":[0.00061479525,0.0001069912,0.02008384,0.00010632915,0.000042918837,0.0000019451065,0.012976958,0.000029330346,0.000006709385,0.00017240718,0.96576756,0.0000901911],"about_ca_topic_score_codex":0.00011720498,"about_ca_topic_score_gemma":0.000032186592,"teacher_disagreement_score":0.9097893,"about_ca_system_score_codex":0.00042710127,"about_ca_system_score_gemma":0.00029038292,"threshold_uncertainty_score":0.3669382},"labels":[],"label_agreement":null},{"id":"W2966788000","doi":"","title":"Technology Affordances in Digital Innovation Research: Quo Vadis?","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Queen's University","funders":"","keywords":"Affordance; Status quo; Computer science; Knowledge management; Business; Human–computer interaction; Political science","score_opus":0.0542667505308816,"score_gpt":0.28271405087886975,"score_spread":0.22844730034798816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966788000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8846177,0.00020908673,0.0024044104,0.007041848,0.005101119,0.0011750283,0.0001549505,0.000022666058,0.099273175],"genre_scores_gemma":[0.99637014,0.000007959279,0.000035938112,0.00012405174,0.00012318119,0.000014769659,0.00000989988,0.0000047444196,0.003309342],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981001,0.000015630932,0.0014904464,0.000051740044,0.00016121066,0.0001808607],"domain_scores_gemma":[0.9958372,0.0001234876,0.002892196,0.00012933467,0.0010067929,0.000010990209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043250495,0.0000578453,0.00022531976,0.001662419,0.000093320334,0.00022142664,0.00026793755,0.00014966665,0.0000051669917],"category_scores_gemma":[0.0018447634,0.00004768485,0.00006640222,0.002172976,0.000015203255,0.0022793475,0.000029576879,0.00025056506,0.00021506775],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012798906,0.000013342917,0.14705157,0.000033232787,0.000023075778,1.9483238e-8,0.00053183903,0.00077912357,0.000008727378,0.8477064,0.0036585862,0.00018128235],"study_design_scores_gemma":[0.0018016552,0.00012624287,0.02970607,0.00011842863,0.00000217319,0.000009749537,0.00225889,0.0021173812,0.00014139121,0.11271428,0.8508516,0.00015216586],"about_ca_topic_score_codex":0.0000142384115,"about_ca_topic_score_gemma":0.0000017706427,"teacher_disagreement_score":0.847193,"about_ca_system_score_codex":0.00063520146,"about_ca_system_score_gemma":0.00006234844,"threshold_uncertainty_score":0.27643326},"labels":[],"label_agreement":null},{"id":"W2967015389","doi":"","title":"Creating Knowledge for Value Creation in Open Government Data Ecosystems","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Open data; Open government; Government (linguistics); Digital government; Computer science; Knowledge management; Value (mathematics); Business; World Wide Web","score_opus":0.06672663676131038,"score_gpt":0.3186913446951354,"score_spread":0.25196470793382497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967015389","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17698005,0.000782035,0.081512265,0.0074739107,0.061644163,0.028933588,0.0025552707,0.00013854082,0.6399802],"genre_scores_gemma":[0.9963286,0.000007997696,0.00013614286,0.00019254857,0.0010293543,0.00005005383,0.00019523138,0.000011258648,0.0020488203],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981594,0.000026552818,0.0010552553,0.00009005975,0.0005108654,0.00015785762],"domain_scores_gemma":[0.9951728,0.00027293825,0.003418792,0.00032592143,0.0008016498,0.0000078727735],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004818216,0.00010162404,0.00027557655,0.0001270474,0.00014773416,0.0012130785,0.0012518971,0.000088423796,0.000008176327],"category_scores_gemma":[0.0011989138,0.00007212126,0.00008075934,0.00033519222,0.000004041822,0.009671373,0.00034157856,0.00009061374,0.00006739397],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007816114,0.00037687254,0.42350194,0.005437899,0.00049144175,1.7126082e-7,0.0020029978,0.026899474,0.00039078758,0.26547194,0.25296545,0.021679435],"study_design_scores_gemma":[0.0010691282,0.000013031492,0.004022113,0.00042950315,0.000047062458,0.0000019677955,0.001200358,0.12286026,0.000033080472,0.0001909706,0.87002945,0.00010306668],"about_ca_topic_score_codex":0.00023124903,"about_ca_topic_score_gemma":0.000080533624,"teacher_disagreement_score":0.8193485,"about_ca_system_score_codex":0.0005749736,"about_ca_system_score_gemma":0.000075409385,"threshold_uncertainty_score":0.99982375},"labels":[],"label_agreement":null},{"id":"W2967229898","doi":"","title":"Reporting Information Security Policy Violations - An Exploratory Study.","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science; Computer security; Information security; Exploratory research; Business; Internet privacy","score_opus":0.01628913449781448,"score_gpt":0.2736328187633577,"score_spread":0.2573436842655432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967229898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8082661,0.000030986015,0.13090912,0.0033702874,0.014874178,0.005408674,0.000089513356,0.00033314177,0.036718026],"genre_scores_gemma":[0.9989081,0.000001867731,0.00025766704,0.0004904166,0.00019006684,0.000025920725,0.000015563528,0.000003795224,0.000106610045],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952971,0.00022258096,0.0031003132,0.000060384937,0.0011030016,0.0002166234],"domain_scores_gemma":[0.98386514,0.00011926621,0.013015145,0.00046067758,0.0024498908,0.000089873654],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.006797844,0.0001314806,0.00029864363,0.00048761742,0.00033104225,0.0010527688,0.0008176308,0.00011821703,0.000002218688],"category_scores_gemma":[0.0018069166,0.00009822747,0.00020898787,0.0007397217,0.000006143904,0.025796603,0.00011143539,0.00025145497,0.00009356799],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007984823,0.00031451485,0.10830013,0.0003046699,0.00035888236,3.5199244e-7,0.32569405,0.020631613,0.000039558054,0.5264743,0.012929594,0.0048724883],"study_design_scores_gemma":[0.0073005967,0.0010659847,0.098366484,0.0002240024,0.000099794386,0.0001553585,0.073947996,0.22692044,0.00032227975,0.003929918,0.5867628,0.00090436876],"about_ca_topic_score_codex":0.000037924074,"about_ca_topic_score_gemma":0.000009902817,"teacher_disagreement_score":0.57383317,"about_ca_system_score_codex":0.000749474,"about_ca_system_score_gemma":0.00050059264,"threshold_uncertainty_score":0.9999842},"labels":[],"label_agreement":null},{"id":"W2967741816","doi":"","title":"Social Media Data, Machine Learning and Causal Inference","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Computational and Text Analysis Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Social media; Artificial intelligence; Causal inference; Inference; Machine learning; Data science; Natural language processing; World Wide Web; Econometrics","score_opus":0.04886245868015036,"score_gpt":0.36874222005492396,"score_spread":0.3198797613747736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967741816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7618545,0.0017145171,0.060639292,0.028823303,0.026413625,0.0036221843,0.00060007477,0.00021155052,0.11612095],"genre_scores_gemma":[0.99798286,0.000024153564,0.00019848214,0.000041472584,0.00040610382,0.0000013929592,0.00002441736,0.000002268179,0.0013188203],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983512,0.00035348473,0.000471087,0.0000391421,0.00068455166,0.00010049039],"domain_scores_gemma":[0.99623317,0.0014077651,0.0015819422,0.000051349834,0.0006909611,0.000034802546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052941595,0.000047912963,0.0001698526,0.00009639373,0.00039615438,0.0002364556,0.00025495974,0.00006863825,0.0000089668465],"category_scores_gemma":[0.0035380654,0.00003410943,0.000071738905,0.00021804331,0.000016870388,0.0012709266,0.000056882443,0.00014452914,0.0000119879805],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009161518,0.000041240783,0.6325417,0.00013902686,0.000592903,1.6177366e-7,0.09354711,0.005401754,0.00005050336,0.22502193,0.010408326,0.0321637],"study_design_scores_gemma":[0.0007767366,0.000022883218,0.030650338,0.00003384827,0.00008875228,0.0000022703412,0.0075673973,0.017605733,0.0000034365908,0.0015559949,0.9415847,0.00010791691],"about_ca_topic_score_codex":0.000099572535,"about_ca_topic_score_gemma":0.00008153201,"teacher_disagreement_score":0.93117636,"about_ca_system_score_codex":0.0001851334,"about_ca_system_score_gemma":0.00015296589,"threshold_uncertainty_score":0.42356503},"labels":[],"label_agreement":null},{"id":"W2968472113","doi":"","title":"Understanding digital transformation and disruptive technology impacts on bank managers' routine","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Digital transformation; Transformation (genetics); Disruptive technology; Business; Computer science; Engineering; Manufacturing engineering; World Wide Web","score_opus":0.023220454990166502,"score_gpt":0.22057879542751177,"score_spread":0.19735834043734526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968472113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9135144,0.00017754594,0.047281742,0.0033942237,0.0025052708,0.0013784046,0.00027198312,0.00003976101,0.031436693],"genre_scores_gemma":[0.99965656,0.000011251142,0.00002154518,0.000037835747,0.00004115257,0.0000041831267,0.000008248301,0.0000057776206,0.00021346101],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99868697,0.000015307349,0.00095439376,0.0000632506,0.00013681245,0.00014327714],"domain_scores_gemma":[0.9971495,0.00014288358,0.0023821143,0.0001234367,0.0001767004,0.000025354957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015706707,0.000085342916,0.00024707566,0.00042550007,0.00013074801,0.00028653734,0.00014299394,0.000121358935,0.0000032746477],"category_scores_gemma":[0.0004914707,0.000070028655,0.000109649474,0.00033403918,0.000016159278,0.0020880303,0.000015028115,0.00012256952,0.00003658698],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042835534,0.000025586816,0.20389308,0.000115880466,0.00009133297,2.2001645e-8,0.0043270434,0.0055962545,0.0000041148787,0.78538185,0.00026537623,0.00025664736],"study_design_scores_gemma":[0.0132017825,0.0015818406,0.568396,0.0008824062,0.000113257964,0.00009289994,0.027526325,0.100750305,0.00020348068,0.1619796,0.1240916,0.0011805525],"about_ca_topic_score_codex":0.0000036461636,"about_ca_topic_score_gemma":7.683391e-7,"teacher_disagreement_score":0.62340224,"about_ca_system_score_codex":0.0012117442,"about_ca_system_score_gemma":0.000021116912,"threshold_uncertainty_score":0.3168669},"labels":[],"label_agreement":null},{"id":"W2968500770","doi":"","title":"User Installs and Rating of Depression Apps by Functionality.","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Depression (economics); Computer science; World Wide Web; Human–computer interaction; Computer security","score_opus":0.021649147751785437,"score_gpt":0.3397892905698917,"score_spread":0.31814014281810626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968500770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9742097,0.0004120455,0.0012296098,0.0006018503,0.003822039,0.0012021514,0.00010812938,0.000007967403,0.01840646],"genre_scores_gemma":[0.99360204,0.00000805989,0.00004317909,0.000116580115,0.00008331567,0.000011611314,0.000009911111,0.0000037532109,0.006121575],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836755,0.00017503605,0.0007691985,0.00003504469,0.0005396952,0.00011346386],"domain_scores_gemma":[0.9969367,0.00031643506,0.002118015,0.00010118872,0.00048572104,0.000041967116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024528566,0.000049139264,0.00016068885,0.00008223609,0.00007612412,0.000044219836,0.00011531313,0.00009320374,0.000023897263],"category_scores_gemma":[0.0003090644,0.000033327506,0.000064029104,0.000101194055,0.0000074735076,0.00063311344,0.000027511696,0.00014053404,0.000019982297],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035018785,0.000083592386,0.8544838,0.0008081048,0.00026629897,5.9331192e-8,0.004767381,0.00040771207,0.0013161509,0.014493838,0.11716316,0.005859757],"study_design_scores_gemma":[0.004644208,0.00031928392,0.19384296,0.0003735874,0.00003575319,0.000033029744,0.00653868,0.00093701214,0.0007264582,0.00015746486,0.79225934,0.00013222893],"about_ca_topic_score_codex":0.000036130332,"about_ca_topic_score_gemma":9.749945e-7,"teacher_disagreement_score":0.67509615,"about_ca_system_score_codex":0.0002348911,"about_ca_system_score_gemma":0.00005064205,"threshold_uncertainty_score":0.13590562},"labels":[],"label_agreement":null},{"id":"W2968517142","doi":"","title":"Describing Health Service Platform Architectures: A Guiding Framework","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Modular design; Architecture; Computer science; Service (business); Service-oriented architecture; Software engineering; Health care; Modularity (biology); Computer architecture; Knowledge management; Process management; Systems engineering; Data science; Engineering; World Wide Web; Web service; Business","score_opus":0.04707862826334387,"score_gpt":0.24829008021598134,"score_spread":0.20121145195263745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968517142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8670416,0.0002651254,0.010886184,0.078177474,0.022423998,0.0032804213,0.000026684911,0.00015012408,0.017748395],"genre_scores_gemma":[0.9749045,0.000002434809,0.00025770787,0.02292931,0.0017507646,0.000007754726,0.000019820685,0.000010756342,0.000116977106],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99823934,0.000015710903,0.00093204563,0.000050827584,0.00057567464,0.00018640107],"domain_scores_gemma":[0.99397606,0.00014055788,0.004211152,0.00015982892,0.0015014046,0.0000109882585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003077844,0.000096952834,0.00021645914,0.00030229313,0.00023870573,0.00053387304,0.00030984014,0.00008877217,0.0000078439825],"category_scores_gemma":[0.0008697565,0.00006829207,0.000114311464,0.00079932675,0.000001951909,0.0027358478,0.00004731512,0.00015747103,0.00010957294],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056395924,0.000116195006,0.1817217,0.0068284636,0.00084367936,2.081746e-7,0.02100845,0.10335005,0.0006426119,0.5663961,0.09684344,0.02168512],"study_design_scores_gemma":[0.0018684984,0.000053963257,0.011948404,0.0018197963,0.00007782983,0.000017943923,0.008495171,0.01576501,0.00010706072,0.0079417555,0.9515687,0.0003358716],"about_ca_topic_score_codex":0.00012188092,"about_ca_topic_score_gemma":0.000009966346,"teacher_disagreement_score":0.85472524,"about_ca_system_score_codex":0.0003510375,"about_ca_system_score_gemma":0.000098843106,"threshold_uncertainty_score":0.51481503},"labels":[],"label_agreement":null},{"id":"W2968719181","doi":"","title":"Context in Information Systems Leadership","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Queen's University","funders":"","keywords":"Computer science; Context (archaeology); Geology","score_opus":0.06592682843184539,"score_gpt":0.2544580998320736,"score_spread":0.18853127140022824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968719181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53744256,0.0019106335,0.024151184,0.016638428,0.1303522,0.014401157,0.0003553175,0.00033697684,0.27441153],"genre_scores_gemma":[0.99797314,0.000004032326,0.000004668293,0.00073937175,0.00049969315,0.0000150434025,0.000037184334,0.000005109439,0.00072172645],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978881,0.000023869263,0.0011929463,0.000039990042,0.00066315685,0.00019192042],"domain_scores_gemma":[0.994785,0.0001161809,0.0035676465,0.00015479833,0.001367615,0.000008756207],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00237978,0.00010759179,0.0002561808,0.0004513835,0.00008670681,0.0009589192,0.00040212407,0.00013107569,0.0000091914435],"category_scores_gemma":[0.00075486064,0.000075084914,0.000121716876,0.00053104846,0.000007959478,0.01414782,0.00004451481,0.00017512223,0.0005407732],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038877572,0.00008235951,0.4897648,0.004385266,0.00021983594,2.6355116e-7,0.0024756575,0.049848083,0.0000671402,0.28997222,0.15280107,0.009994545],"study_design_scores_gemma":[0.0011008227,0.000012084698,0.016730258,0.00041195602,0.000028506713,0.000007151422,0.006773612,0.016636603,0.000014807641,0.0000756336,0.95807046,0.00013808324],"about_ca_topic_score_codex":0.00020459818,"about_ca_topic_score_gemma":0.000012404677,"teacher_disagreement_score":0.8052694,"about_ca_system_score_codex":0.00035406352,"about_ca_system_score_gemma":0.0000565078,"threshold_uncertainty_score":0.99964076},"labels":[],"label_agreement":null},{"id":"W2969975371","doi":"","title":"Digital Transformation in Healthcare: Preliminary Results from a Senior Leadership Study.","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Educational Leadership and Innovation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Health care; Digital transformation; Transformation (genetics); Computer science; Knowledge management; Business; Political science; World Wide Web","score_opus":0.055683958399735146,"score_gpt":0.30858363852179227,"score_spread":0.2528996801220571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969975371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88644946,0.00007900104,0.0002471344,0.07602028,0.0077325464,0.0038952169,0.00029460216,0.00003812232,0.025243673],"genre_scores_gemma":[0.99741375,0.000004201518,0.000016884025,0.000318181,0.00034997868,0.00001906403,0.00006333619,0.000004803833,0.0018098066],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9971426,0.00028555334,0.0012980916,0.00006190225,0.0010151493,0.00019670607],"domain_scores_gemma":[0.9959939,0.00065963436,0.0021623704,0.00011342756,0.0010256957,0.00004494354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044606347,0.000081379876,0.00019626693,0.00024825303,0.00019066715,0.00034015288,0.00026728335,0.0001425549,0.0000030161345],"category_scores_gemma":[0.0016283368,0.000064657936,0.000111362504,0.00056603516,0.000013948309,0.0043410906,0.0000076171227,0.00022346099,0.00004115508],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017199423,0.00039310096,0.39241543,0.000184678,0.00019333826,1.8086021e-7,0.53917575,0.0034012934,0.000019153162,0.044559877,0.011805729,0.006131561],"study_design_scores_gemma":[0.0059633534,0.0006174107,0.21071933,0.00033859423,0.000042204396,0.0000025967931,0.56970185,0.00068970054,0.000029829813,0.00086208363,0.21077116,0.00026188922],"about_ca_topic_score_codex":0.00060864474,"about_ca_topic_score_gemma":0.00013833221,"teacher_disagreement_score":0.19896543,"about_ca_system_score_codex":0.0011704053,"about_ca_system_score_gemma":0.00043164083,"threshold_uncertainty_score":0.3280102},"labels":[],"label_agreement":null},{"id":"W2970187486","doi":"","title":"Students' perceptions of the positive impact of learning with bogs: an investigation of influencing, moderating, and mediating factors.","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Perception; Bog; Social psychology; Geography; Peat","score_opus":0.004555517699877406,"score_gpt":0.2506593792316478,"score_spread":0.2461038615317704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970187486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992132,0.0000035719181,0.00009106514,0.00003485812,0.00008163391,0.00041138235,0.00001539093,0.0000017666049,0.00014713226],"genre_scores_gemma":[0.9998087,0.000001714371,0.00006802723,0.000012840606,0.000008748536,0.0000030243657,0.000004903786,0.000003273775,0.00008876621],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984761,0.00018511413,0.000615752,0.000041214305,0.0006094544,0.00007238652],"domain_scores_gemma":[0.9967206,0.00013643634,0.002839542,0.000103111015,0.00016493938,0.00003536552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001199591,0.00006625135,0.00016770727,0.00004181365,0.00011589573,0.000032644628,0.00016123765,0.000049582566,0.0000112272255],"category_scores_gemma":[0.0003308805,0.000036563266,0.00009270617,0.00014073911,0.000060384766,0.0011109022,0.00004715889,0.000115481685,5.7687333e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011372503,0.000017435501,0.90014374,0.000032005264,0.000029302333,1.161183e-9,0.030888254,0.06610123,0.0027077626,0.000023368159,0.000013747689,0.000031763568],"study_design_scores_gemma":[0.0003469977,0.00021039143,0.9689077,0.00005326531,0.000025912344,0.000001433323,0.027099216,0.0023744009,0.0009105725,0.000023629002,0.000008978137,0.00003751154],"about_ca_topic_score_codex":0.00028457897,"about_ca_topic_score_gemma":0.000008676361,"teacher_disagreement_score":0.068763934,"about_ca_system_score_codex":0.000677985,"about_ca_system_score_gemma":0.00006170375,"threshold_uncertainty_score":0.17729074},"labels":[],"label_agreement":null},{"id":"W297278652","doi":"","title":"Customer Loyalty in Social Virtual Worlds","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loyalty business model; Loyalty; Structural equation modeling; Customer satisfaction; Sine qua non; Computer science; Marketing; Key (lock); Advertising; Psychology; Business","score_opus":0.012324219648543782,"score_gpt":0.28331913232795686,"score_spread":0.27099491267941306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W297278652","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22417611,0.000063714644,0.00026798694,0.01595977,0.011047932,0.0011638044,0.00004669675,0.00006751483,0.74720645],"genre_scores_gemma":[0.99416715,0.000007833356,0.000010465844,0.00030993973,0.0009636713,0.000004233196,0.0000018996989,0.000002654074,0.0045321654],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979276,0.0002801347,0.000699994,0.000031458472,0.00085121026,0.00020962261],"domain_scores_gemma":[0.9974391,0.0003220279,0.0015202397,0.00004358287,0.0006240126,0.000051068688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052614664,0.000062321415,0.00019791232,0.00016300651,0.0004128073,0.00029484168,0.00025919653,0.00014142659,0.000002237107],"category_scores_gemma":[0.0030648245,0.00004839322,0.00017801899,0.0004560421,0.000023760162,0.0013615479,0.000009131631,0.00017156111,0.000017262882],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002739425,0.00018409386,0.05457974,0.000045368983,0.00012637793,6.2497634e-7,0.1670692,0.0011386831,0.000019571109,0.48611754,0.23627149,0.054173376],"study_design_scores_gemma":[0.0010048297,0.00005850073,0.04973495,0.00007979903,0.000019638148,8.922074e-7,0.018476194,0.000053977616,0.0000049329215,0.0012499997,0.92919636,0.00011990574],"about_ca_topic_score_codex":0.00004651667,"about_ca_topic_score_gemma":0.000037863934,"teacher_disagreement_score":0.76999104,"about_ca_system_score_codex":0.00097448094,"about_ca_system_score_gemma":0.00023883626,"threshold_uncertainty_score":0.36691028},"labels":[],"label_agreement":null},{"id":"W2982613174","doi":"","title":"Writing IS Teaching Cases: Guidelines for JISE Submission","year":2002,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Carleton University","keywords":"Computer science; Mathematics education; Information retrieval; World Wide Web; Psychology","score_opus":0.0632791173016042,"score_gpt":0.3172523803528886,"score_spread":0.2539732630512844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982613174","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009744679,0.00039357296,0.9194117,0.03340205,0.019264923,0.0030617986,0.00008813994,0.00015673664,0.014476357],"genre_scores_gemma":[0.9715134,0.000020596672,0.017739931,0.0038286038,0.00086575147,0.00012015856,0.000010216808,0.000010828611,0.0058905124],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968621,0.00009436729,0.0019581346,0.00006473208,0.00081309467,0.00020757732],"domain_scores_gemma":[0.99140394,0.00031921614,0.0040189107,0.00021579585,0.0039634067,0.00007872598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00439899,0.00012079585,0.00023312937,0.00023899466,0.0005709957,0.00074520765,0.0006312479,0.00010195283,0.000004385141],"category_scores_gemma":[0.0026926775,0.000082538034,0.00025676552,0.00025561225,0.000004177987,0.0036578956,0.00004762395,0.00013501152,0.000035562232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007793351,0.000037194033,0.0022298528,0.00021910547,0.0000992392,9.5527525e-8,0.020304242,0.0010572138,0.000024537254,0.03374463,0.92735595,0.014920145],"study_design_scores_gemma":[0.00093414827,0.000044975568,0.00045350587,0.0002210445,0.000016432165,0.00010783385,0.0035307442,0.07837301,0.00015054019,0.00007962131,0.915941,0.00014715487],"about_ca_topic_score_codex":0.0000075524995,"about_ca_topic_score_gemma":2.7152265e-7,"teacher_disagreement_score":0.96176875,"about_ca_system_score_codex":0.0006188716,"about_ca_system_score_gemma":0.0001166589,"threshold_uncertainty_score":0.71860546},"labels":[],"label_agreement":null},{"id":"W2989965014","doi":"","title":"Trust Building on Charitable Crowdfunding Platforms_The Case of Qfund.","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Business; Crowdsourcing; Computer science; Internet privacy; Computer security; World Wide Web","score_opus":0.012610266425461963,"score_gpt":0.22395226408471167,"score_spread":0.21134199765924971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989965014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95831335,0.000024332348,0.001255341,0.00021213942,0.0038636853,0.0006675111,0.000027106249,0.000026808055,0.03560975],"genre_scores_gemma":[0.99788046,0.0000015752571,0.000047364272,0.00018205967,0.00040728206,0.000007436885,0.0000049913738,0.000012868682,0.0014559464],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981404,0.000007958448,0.0010437849,0.000061937615,0.0005258229,0.00022012056],"domain_scores_gemma":[0.99387,0.00017361177,0.0049255383,0.00016293717,0.00085711165,0.000010754506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021875678,0.00012806321,0.0003133618,0.00045348465,0.00018938933,0.0005783572,0.00031762783,0.0001075197,0.000008537726],"category_scores_gemma":[0.000978952,0.00009159552,0.00023460989,0.00051544973,0.000010014028,0.006612147,0.00006939805,0.00017916175,0.00009214921],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003585872,0.0001157124,0.15652376,0.002185051,0.00037151354,0.0000044358644,0.00092108414,0.020297933,0.0017154785,0.7903146,0.02467181,0.0025199917],"study_design_scores_gemma":[0.0075232303,0.00032958956,0.015692765,0.0032532548,0.00030393442,0.000486055,0.008089322,0.055459984,0.0042225546,0.0065528513,0.8971054,0.0009810624],"about_ca_topic_score_codex":0.00007158862,"about_ca_topic_score_gemma":0.0000028761951,"teacher_disagreement_score":0.8724336,"about_ca_system_score_codex":0.0004605787,"about_ca_system_score_gemma":0.000037324964,"threshold_uncertainty_score":0.5577112},"labels":[],"label_agreement":null},{"id":"W2989967080","doi":"","title":"Code Forking and Software Development Project Sustainability: Evidence from GitHub","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Software Engineering Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science; Software engineering; Software development; Code (set theory); Software; Sustainability; Programming language; Ecology","score_opus":0.021934243268333514,"score_gpt":0.273981560421965,"score_spread":0.2520473171536315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989967080","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44581223,0.00028992063,0.5490566,0.0008196822,0.0024348174,0.0014571,0.000011361574,0.00008101979,0.00003726258],"genre_scores_gemma":[0.9911892,0.0000064247724,0.008344933,0.000036265395,0.00007006965,0.000023004375,0.0000012111243,0.000004580394,0.00032435174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983246,0.00007358804,0.00058289396,0.00006826311,0.00078332593,0.0001673384],"domain_scores_gemma":[0.995636,0.001810817,0.0009854453,0.00020844169,0.001323447,0.00003589203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028362665,0.00007423714,0.00016746396,0.00016308275,0.00011362461,0.00050814054,0.00055265514,0.000067165434,3.1965467e-7],"category_scores_gemma":[0.0061836555,0.000052337506,0.000064994034,0.00027964026,0.0000049522487,0.0027115694,0.000146811,0.00014320297,0.000006494677],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003447101,0.000015210226,0.94856536,0.00055398734,0.00017869819,3.0528645e-7,0.017318383,0.010669042,0.000032698506,0.00090444734,0.0036539044,0.018073488],"study_design_scores_gemma":[0.0025472052,0.0002667288,0.5730079,0.0018860645,0.000040319836,0.000054648437,0.003181749,0.07386023,0.0010637251,0.00071090314,0.34285107,0.0005294788],"about_ca_topic_score_codex":0.000023977402,"about_ca_topic_score_gemma":0.0000017428162,"teacher_disagreement_score":0.54537696,"about_ca_system_score_codex":0.0012250006,"about_ca_system_score_gemma":0.0005116659,"threshold_uncertainty_score":0.74028593},"labels":[],"label_agreement":null},{"id":"W2990089916","doi":"","title":"Affordance Networks: An Approach for Linking IT features-in-use to Their Effects","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Affordance; Computer science; Human–computer interaction; Knowledge management","score_opus":0.014200280131236183,"score_gpt":0.26301638971148816,"score_spread":0.248816109580252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990089916","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027472747,0.000021395317,0.99362344,0.00035227655,0.0018492059,0.0010025632,0.000019371622,0.000018236966,0.0003662475],"genre_scores_gemma":[0.9860586,0.000008559354,0.010496266,0.0018201073,0.00030235766,0.000036439164,0.00005235217,0.000009929367,0.0012154236],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986403,0.00009915785,0.0006278259,0.00007380772,0.00038039725,0.00017849423],"domain_scores_gemma":[0.99733806,0.0003524233,0.0013852258,0.000250567,0.0006164775,0.000057220317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021059671,0.00009163247,0.00022418764,0.00019024572,0.000098569166,0.0007983503,0.00071148574,0.00008635285,1.28049e-7],"category_scores_gemma":[0.00044176422,0.00006202241,0.00013235421,0.00044907222,0.0000023323378,0.003777534,0.000056238492,0.00010793788,0.0000033482006],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067207,0.00008817946,0.0176432,0.0003899315,0.00012271704,8.393968e-8,0.006937482,0.85417014,0.000054298573,0.09162972,0.025192125,0.0037049272],"study_design_scores_gemma":[0.0010984238,0.00012456777,0.004476785,0.00019147727,0.000011521464,0.0000063602984,0.00046553297,0.9188067,0.00007502913,0.0001015338,0.07451562,0.00012649904],"about_ca_topic_score_codex":0.000003383924,"about_ca_topic_score_gemma":0.0000023166501,"teacher_disagreement_score":0.9833113,"about_ca_system_score_codex":0.00029472995,"about_ca_system_score_gemma":0.00006216827,"threshold_uncertainty_score":0.769851},"labels":[],"label_agreement":null},{"id":"W2990422869","doi":"","title":"Engagement on Digital Platforms: A Theoretical Perspective","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Perspective (graphical); Computer science; Human–computer interaction; Artificial intelligence","score_opus":0.04200247734327955,"score_gpt":0.33823696757450555,"score_spread":0.296234490231226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990422869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9490707,0.000015599131,0.0035398295,0.0038538813,0.0049449066,0.00093663,0.00010016855,0.00004036594,0.037497938],"genre_scores_gemma":[0.99745274,0.0000012639053,0.000029676985,0.0002476585,0.000076505545,0.00000666731,0.0000015507854,0.0000037313312,0.002180205],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99708164,0.000052785163,0.0010174047,0.00006858423,0.0016411535,0.00013845552],"domain_scores_gemma":[0.99465317,0.000910357,0.0023728763,0.000254748,0.0017667676,0.000042091757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051112403,0.000084619074,0.00022875055,0.00033332116,0.00014172583,0.00050061115,0.0006063958,0.00013731001,0.000034828816],"category_scores_gemma":[0.005691783,0.00004506228,0.00027972422,0.0003411182,0.000025207963,0.0016948738,0.000055324,0.00028285984,0.00054561],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008764036,0.000035438086,0.059526753,0.0000031852187,0.00005434647,8.513177e-8,0.0018998656,0.0010258862,0.000008347287,0.9240154,0.012790135,0.0005528887],"study_design_scores_gemma":[0.006282163,0.001206428,0.15107892,0.00019174555,0.000096475946,0.00008621899,0.09437173,0.005332223,0.0003018924,0.19356953,0.5470269,0.00045581884],"about_ca_topic_score_codex":7.42325e-7,"about_ca_topic_score_gemma":1.6362984e-7,"teacher_disagreement_score":0.7304459,"about_ca_system_score_codex":0.0006819024,"about_ca_system_score_gemma":0.0000924925,"threshold_uncertainty_score":0.7012895},"labels":[],"label_agreement":null},{"id":"W2990545410","doi":"","title":"IT Resource Orchestration, Strategic Moves, and Business Environment","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Orchestration; Computer science; Process management; Business; Resource (disambiguation); Knowledge management","score_opus":0.03522076217315475,"score_gpt":0.2324418981864035,"score_spread":0.19722113601324875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990545410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7468424,0.00066421065,0.01265097,0.024529118,0.011657463,0.0043127355,0.00013911864,0.00010898804,0.199095],"genre_scores_gemma":[0.99740297,0.000021552496,0.00003486975,0.0007378052,0.00057841983,0.000006744273,0.00003342758,0.0000065470626,0.0011776733],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99872726,0.000013776013,0.00062347855,0.000052619987,0.00046748517,0.00011535965],"domain_scores_gemma":[0.99715906,0.000068978195,0.0020553672,0.00013061432,0.000577462,0.000008537224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011836251,0.00008998577,0.00016064446,0.00013321069,0.00012559211,0.0006344836,0.00022758236,0.00008138574,0.00001672112],"category_scores_gemma":[0.0001941543,0.000060975475,0.000058112884,0.00024430253,0.000011161108,0.0035386225,0.00005066996,0.00009531809,0.00009801759],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049748755,0.0002285562,0.3029566,0.004074189,0.00059010315,7.350564e-7,0.0021119951,0.0773945,0.0010967742,0.3625795,0.24049482,0.007974739],"study_design_scores_gemma":[0.0005040382,0.000009233206,0.014825044,0.00011043118,0.000046858655,0.000008159068,0.0011155271,0.0041719573,0.000020496558,0.00089836906,0.9781812,0.00010868539],"about_ca_topic_score_codex":0.000028452027,"about_ca_topic_score_gemma":0.0000019699776,"teacher_disagreement_score":0.7376864,"about_ca_system_score_codex":0.00012685666,"about_ca_system_score_gemma":0.000036033718,"threshold_uncertainty_score":0.611834},"labels":[],"label_agreement":null},{"id":"W2990589730","doi":"","title":"Received Support, Perceived Support, and Social Support Observation and Provision in Virtual Communities.","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Social support; Computer science; Psychology; Knowledge management; Social psychology","score_opus":0.017302564161980487,"score_gpt":0.23681385686224213,"score_spread":0.21951129270026165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990589730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98402834,0.000010280171,0.005524364,0.0061678938,0.0017166233,0.0012583219,0.000037339294,0.00007886166,0.0011779707],"genre_scores_gemma":[0.99784184,0.0000140742395,0.00066116964,0.0005379799,0.000054157106,0.000017827857,0.000019865836,0.0000059971226,0.0008471214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980122,0.00014581654,0.00093847344,0.00007664359,0.0006060503,0.00022083393],"domain_scores_gemma":[0.9972513,0.00024817867,0.0016585524,0.0002079142,0.00059312966,0.000040981682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027374784,0.00012441754,0.0003136738,0.00033087027,0.00018375563,0.00044543814,0.0006142761,0.0001764778,0.0000019984484],"category_scores_gemma":[0.0002316048,0.000098118224,0.000072862254,0.0003224903,0.000020154088,0.0031222412,0.0002270986,0.00025959278,0.0000126594],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038944843,0.00017762426,0.5225672,0.00062262063,0.00036564204,0.0000026056828,0.2167338,0.00907456,0.0016306874,0.063614614,0.11458084,0.07024034],"study_design_scores_gemma":[0.0057780803,0.0016938326,0.63738173,0.0002739295,0.00005164978,0.00013124125,0.024798172,0.052577686,0.00017984108,0.00089340383,0.27561736,0.0006230602],"about_ca_topic_score_codex":0.000027407505,"about_ca_topic_score_gemma":0.000020202076,"teacher_disagreement_score":0.19193563,"about_ca_system_score_codex":0.0004594181,"about_ca_system_score_gemma":0.00014006591,"threshold_uncertainty_score":0.42953703},"labels":[],"label_agreement":null},{"id":"W2990792193","doi":"","title":"Emergent Changes in Enterprise Architectures: Framework and Case Study","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Knowledge management; Software engineering","score_opus":0.007845110986572089,"score_gpt":0.2256374878944658,"score_spread":0.21779237690789371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990792193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99589276,0.000022549257,0.00019409585,0.0005701564,0.0012981988,0.0006839998,0.000003938591,0.000012135605,0.0013221699],"genre_scores_gemma":[0.9992619,0.000004526823,0.0000138439445,0.0003940029,0.00018113603,0.0000163811,0.0000011986735,0.0000033610138,0.00012361663],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896663,0.000013946901,0.0005806973,0.000033525084,0.00029367633,0.00011151499],"domain_scores_gemma":[0.9975194,0.00006294,0.0020140547,0.00009664507,0.0003017587,0.0000052345185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011490238,0.0000736897,0.00016904844,0.00029579343,0.000087228196,0.00021284285,0.00014272888,0.000085385494,0.000004480816],"category_scores_gemma":[0.00031285096,0.00005009552,0.000053729855,0.00024818155,0.0000048800857,0.0012200562,0.000041869876,0.00017098879,0.000019297773],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008090921,0.000065230364,0.9686326,0.0003059932,0.00011350012,0.0000048088605,0.007961041,0.003530959,0.000007869671,0.014684112,0.0020537025,0.0025593056],"study_design_scores_gemma":[0.011634205,0.00049680436,0.29375383,0.001017281,0.00027703046,0.00075862464,0.2913455,0.022791564,0.000070326525,0.0053041023,0.37168732,0.0008634049],"about_ca_topic_score_codex":0.00012666396,"about_ca_topic_score_gemma":0.00010141542,"teacher_disagreement_score":0.6748787,"about_ca_system_score_codex":0.0001159638,"about_ca_system_score_gemma":0.000016714093,"threshold_uncertainty_score":0.20524485},"labels":[],"label_agreement":null},{"id":"W2991089621","doi":"","title":"How Does Social Media Improve Work Efficiency? Insights from the Theory of Communication Visibility.","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Visibility; Computer science; Work (physics); Social media; Communication theory; Sociology; Engineering; World Wide Web; Communication; Optics; Physics","score_opus":0.014821866372278177,"score_gpt":0.24436005207449965,"score_spread":0.22953818570222148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991089621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94359803,0.00045016585,0.0017877084,0.0056679384,0.009393932,0.0020649913,0.000060061382,0.000035193567,0.036941964],"genre_scores_gemma":[0.99796575,0.000015391419,0.000018254532,0.000046536145,0.0003995486,0.0000075440294,0.0000067718147,0.0000035190255,0.0015366968],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99785817,0.00059759,0.00061496696,0.000042610012,0.0007673886,0.00011929361],"domain_scores_gemma":[0.9940804,0.0020053044,0.0027781324,0.00019580107,0.00091877376,0.000021579564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004978578,0.00006747164,0.0002017348,0.00007023652,0.0005285754,0.00040155643,0.00073528726,0.0001082077,0.0000048012816],"category_scores_gemma":[0.002363075,0.000034759145,0.00020140456,0.0003249494,0.000052961605,0.0013475469,0.00007461214,0.00015693204,0.000009484515],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017795227,0.00007673259,0.08707369,0.000097788215,0.000414238,2.0907974e-8,0.46843666,0.00027374097,0.00015733714,0.4286692,0.006972927,0.007649698],"study_design_scores_gemma":[0.0028138221,0.0000633433,0.13738239,0.00039660637,0.00030014387,1.6227669e-7,0.39461842,0.0008577513,0.00039099864,0.028922379,0.4339142,0.00033977316],"about_ca_topic_score_codex":0.000043642936,"about_ca_topic_score_gemma":0.00008769197,"teacher_disagreement_score":0.42694128,"about_ca_system_score_codex":0.00036480918,"about_ca_system_score_gemma":0.00009163614,"threshold_uncertainty_score":0.4065428},"labels":[],"label_agreement":null},{"id":"W2991177307","doi":"","title":"Empowering Users to Detect Data Analytics Discriminatory Recommendations","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Analytics; Computer science; Data science; Data analysis; Computer security; Data mining","score_opus":0.08595859394041822,"score_gpt":0.32469662503881863,"score_spread":0.23873803109840042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991177307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4369952,0.00032369298,0.28656608,0.05149097,0.11934261,0.009202278,0.0016882244,0.000362906,0.09402801],"genre_scores_gemma":[0.99738955,0.0000059898634,0.00022098902,0.0008741583,0.00060033216,0.0000053102353,0.00009847049,0.000008708372,0.0007964798],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986574,0.000012405197,0.00068946177,0.00006222557,0.00044337503,0.00013515241],"domain_scores_gemma":[0.9967893,0.00009898982,0.0018584952,0.0003566469,0.0008846824,0.000011901454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018444913,0.00008246537,0.00016744068,0.00027477735,0.00014342001,0.00062029966,0.0008032932,0.00005707077,0.000017158123],"category_scores_gemma":[0.0010583752,0.000058539765,0.000081098864,0.00046376468,0.0000042922798,0.006582477,0.00022151224,0.00010885665,0.00021791656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017167015,0.000061331244,0.12305653,0.0011730458,0.00048862735,2.2535279e-7,0.001162728,0.026515624,0.00035855593,0.024835058,0.8027439,0.019432718],"study_design_scores_gemma":[0.0002474132,0.0000076050305,0.007064131,0.00014230025,0.00006778787,0.0000022385059,0.001073746,0.009003438,0.000029413688,0.000096615244,0.9821672,0.00009812864],"about_ca_topic_score_codex":0.000042829826,"about_ca_topic_score_gemma":0.00001433844,"teacher_disagreement_score":0.56039435,"about_ca_system_score_codex":0.00020757574,"about_ca_system_score_gemma":0.000042040676,"threshold_uncertainty_score":0.5981564},"labels":[],"label_agreement":null},{"id":"W2991264780","doi":"","title":"Generative Mechanisms of Technology Enabled Transformation: A Critical Realist Evaluation of a Hospital Laboratory Unit Transformation","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Transformation (genetics); Generative grammar; Computer science; Unit (ring theory); Artificial intelligence; Mathematics; Mathematics education","score_opus":0.06454738752440867,"score_gpt":0.36446139185022375,"score_spread":0.29991400432581505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991264780","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3354986,0.0004439312,0.62689495,0.004963519,0.0112838205,0.005299418,0.0008514002,0.000043569114,0.014720799],"genre_scores_gemma":[0.9989333,0.0000025025754,0.0007944034,0.000042672735,0.00007253363,0.000031996336,0.000006674492,0.000006956136,0.00010897101],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9907868,0.0006386472,0.0037891688,0.00010454053,0.0044920193,0.0001888515],"domain_scores_gemma":[0.9759503,0.0012388505,0.0063360804,0.00038161824,0.016039448,0.000053712196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019195583,0.00014949731,0.0006721961,0.0010248934,0.00016500537,0.00022832547,0.00066957844,0.00024472066,0.000035376845],"category_scores_gemma":[0.0075685633,0.0000983527,0.00037466708,0.0016653195,0.000039617298,0.0031280306,0.000032616404,0.00018638208,0.000023607206],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002103084,0.00011802835,0.0030236568,0.00024675997,0.00022588734,8.475768e-8,0.01528116,0.032054465,0.0033724583,0.939283,0.003158792,0.0030253967],"study_design_scores_gemma":[0.016153952,0.0027202966,0.0134594245,0.0016115757,0.00078954134,0.00007318487,0.12353323,0.29350224,0.029615827,0.42785707,0.08978513,0.00089854],"about_ca_topic_score_codex":0.000009968141,"about_ca_topic_score_gemma":0.0000057081093,"teacher_disagreement_score":0.6634347,"about_ca_system_score_codex":0.00040716724,"about_ca_system_score_gemma":0.00049159426,"threshold_uncertainty_score":0.9060824},"labels":[],"label_agreement":null},{"id":"W2991267719","doi":"10.17705/1jais.00578","title":"Measuring Riskfrom IT Initiatives UsingImplied Volatility","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Volatility (finance); Implied volatility; Financial economics; Econometrics; Volatility smile; Economics; Stock (firearms); Stock exchange; Volatility swap; Business; Finance","score_opus":0.07684379222017676,"score_gpt":0.27140334822559814,"score_spread":0.19455955600542138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991267719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81919664,0.00014887983,0.016539391,0.0028586895,0.020742947,0.002224443,0.00012269182,0.00009354672,0.13807279],"genre_scores_gemma":[0.99846745,0.0000031713626,0.00003320685,0.00053756335,0.00064651814,0.000004648467,0.000015007587,0.0000059080285,0.0002865066],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983768,0.000019989726,0.000806267,0.000050797535,0.000603404,0.00014278345],"domain_scores_gemma":[0.9948757,0.00013203616,0.003269796,0.00015629189,0.0015583578,0.000007783719],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019659945,0.000095311036,0.00021532988,0.00019055133,0.0001798626,0.0005967066,0.0003410946,0.00008362082,0.00002344418],"category_scores_gemma":[0.0010040388,0.00006489218,0.0001491049,0.00034444916,0.000008176787,0.007623902,0.000067792615,0.00013581135,0.00016732558],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029492343,0.00009579725,0.88767415,0.0014619842,0.00045049848,1.644397e-7,0.0019192011,0.008970648,0.0006214825,0.03649228,0.05913698,0.002881899],"study_design_scores_gemma":[0.0010696894,0.0000132370915,0.16370301,0.00034947623,0.00011148636,0.000005353312,0.002103124,0.022254832,0.00019839936,0.0007169681,0.8092524,0.0002220383],"about_ca_topic_score_codex":0.000051992487,"about_ca_topic_score_gemma":0.000004689461,"teacher_disagreement_score":0.7501154,"about_ca_system_score_codex":0.00022007462,"about_ca_system_score_gemma":0.00004760496,"threshold_uncertainty_score":0.57540554},"labels":[],"label_agreement":null},{"id":"W2991279183","doi":"","title":"Designer Adaptation: A Feedback Perspective","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Perspective (graphical); Adaptation (eye); Computer science; Human–computer interaction; Artificial intelligence; Psychology","score_opus":0.012955189033968924,"score_gpt":0.23153172195714566,"score_spread":0.21857653292317675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991279183","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030759282,0.0009289668,0.23321137,0.006417792,0.05704786,0.0042979256,0.00009989733,0.00028632596,0.6669506],"genre_scores_gemma":[0.9958888,0.000011143629,0.00031745786,0.00012284113,0.00021598567,0.000010542119,0.0000023819239,0.000007589414,0.003423245],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898213,0.0000655164,0.00046887598,0.000023181312,0.00036815988,0.00009214928],"domain_scores_gemma":[0.9976922,0.00027601348,0.0008334975,0.000094605995,0.0010723722,0.000031295964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011880866,0.00006372381,0.00012641284,0.000110119974,0.000056871417,0.000170356,0.00014338734,0.00006714567,0.000016022454],"category_scores_gemma":[0.0004346651,0.000046969013,0.00011012595,0.00020733013,0.0000026674081,0.0018033232,0.000004708825,0.00012638743,0.00017382645],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079575424,0.000028539567,0.003569914,0.00018191064,0.0003774762,5.7327178e-8,0.022728348,0.797561,0.00025171888,0.030364929,0.14359923,0.0012573291],"study_design_scores_gemma":[0.0012673915,0.0000639106,0.0050814995,0.000071559916,0.000069877875,0.00003273132,0.023261178,0.13203028,0.00012985257,0.00028167904,0.8375546,0.0001554687],"about_ca_topic_score_codex":0.000005211919,"about_ca_topic_score_gemma":5.463988e-7,"teacher_disagreement_score":0.96512955,"about_ca_system_score_codex":0.00079007767,"about_ca_system_score_gemma":0.00008981275,"threshold_uncertainty_score":0.22342454},"labels":[],"label_agreement":null},{"id":"W2991334430","doi":"","title":"Diversity and Inclusion in Academia: Does AIS Have a Problem?","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Diversity (politics); Inclusion (mineral); Computer science; Sociology; Social science; Anthropology","score_opus":0.010512032304423009,"score_gpt":0.25479364006618205,"score_spread":0.24428160776175903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991334430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9784805,0.000027240701,0.000048119287,0.004040864,0.0018266555,0.00077805464,0.0000072867733,0.000008477767,0.014782761],"genre_scores_gemma":[0.99743223,0.000043841595,0.00006888754,0.00028463663,0.0000913096,0.000005098831,8.021357e-7,0.0000019416611,0.002071254],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985959,0.00015120003,0.0005159681,0.000035067995,0.000575677,0.00012619348],"domain_scores_gemma":[0.99779755,0.0002946125,0.0015448347,0.000043689415,0.00028529728,0.00003401886],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0068192966,0.000048000915,0.00015280295,0.00011735417,0.0019289366,0.00006842663,0.00028702593,0.00028121244,0.0000041275175],"category_scores_gemma":[0.00051985675,0.000031990596,0.000057539317,0.00009687041,0.000015472646,0.0016174376,0.0015074505,0.000293847,0.0000068802233],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012969724,0.000005103632,0.7868836,0.00003292533,0.000024700208,1.9473513e-8,0.20693596,0.00014419464,0.000004825504,0.004047498,0.0015122223,0.0003959933],"study_design_scores_gemma":[0.0034480668,0.00005256966,0.23323563,0.000325973,0.000041314906,0.0000027886324,0.094161905,0.0005223304,0.000054787437,0.012158345,0.6557422,0.0002540417],"about_ca_topic_score_codex":0.00026076788,"about_ca_topic_score_gemma":0.00008450082,"teacher_disagreement_score":0.65423006,"about_ca_system_score_codex":0.0014369679,"about_ca_system_score_gemma":0.00011578669,"threshold_uncertainty_score":0.9993704},"labels":[],"label_agreement":null},{"id":"W2991554511","doi":"","title":"Understanding the Process of IS Switching in the Social Media Context","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Western University","funders":"","keywords":"Process (computing); Context (archaeology); Social media; Computer science; Process management; Business; World Wide Web; Geology","score_opus":0.030918421813138044,"score_gpt":0.24223148523678947,"score_spread":0.21131306342365141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991554511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9532242,0.000038573668,0.0024022418,0.009532977,0.0027994206,0.0011533715,0.000017850229,0.0000197128,0.030811666],"genre_scores_gemma":[0.99852896,0.0000022358333,0.0000010918318,0.001171753,0.00024263447,0.000007682133,0.0000025908291,0.0000029125054,0.00004014072],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9984565,0.000019831012,0.000792142,0.00002391485,0.00059306127,0.0001145649],"domain_scores_gemma":[0.9952416,0.00021110394,0.0039691012,0.00008435537,0.00049182895,0.0000020092543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026705924,0.00006634702,0.0001684634,0.00015157256,0.00021712322,0.00025653912,0.00044515205,0.00009177687,0.0000039580736],"category_scores_gemma":[0.00041543975,0.000032965327,0.00012120271,0.00040166976,0.000012233739,0.0030102946,0.000021029386,0.00020254981,0.000018913051],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011219142,0.000029987752,0.08773357,0.000607356,0.00014981325,9.129236e-8,0.08274244,0.002099372,0.000031161082,0.7995174,0.02591509,0.0010615507],"study_design_scores_gemma":[0.0047421297,0.000037442132,0.06860552,0.0004851745,0.00014822609,0.000014975692,0.7878655,0.015143887,0.0001335682,0.026152771,0.09636724,0.00030353293],"about_ca_topic_score_codex":0.000022552107,"about_ca_topic_score_gemma":0.000018608454,"teacher_disagreement_score":0.7733646,"about_ca_system_score_codex":0.00019966674,"about_ca_system_score_gemma":0.000048456466,"threshold_uncertainty_score":0.24738126},"labels":[],"label_agreement":null},{"id":"W2991574785","doi":"","title":"Taming Rivalry: Reciprocity in Governing Digital Semi-Commons","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Rivalry; Reciprocity (cultural anthropology); Commons; Computer science; Computer security; Political science; Economics; Psychology; Microeconomics; Law; Social psychology","score_opus":0.008157267178071099,"score_gpt":0.19450896861658143,"score_spread":0.18635170143851032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991574785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88761747,0.000028671486,0.0010544478,0.00055052026,0.0030819115,0.00066813995,0.00003613049,0.00003758085,0.106925115],"genre_scores_gemma":[0.99778664,0.0000010746777,0.000014920256,0.00017694203,0.00032766158,0.000006955153,0.000013511304,0.000009659387,0.001662647],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982905,0.000009398199,0.0008686542,0.00005479175,0.0005839457,0.00019271823],"domain_scores_gemma":[0.9956768,0.00015284389,0.003517838,0.000111317095,0.0005334484,0.000007721833],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0015514711,0.00010354761,0.0002491451,0.00026477355,0.00010024632,0.0011273485,0.0003156866,0.000091492446,0.0000026472753],"category_scores_gemma":[0.001540161,0.00008076136,0.00016612669,0.0005163068,0.0000065759627,0.010501743,0.000090478556,0.00020853107,0.00020827478],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006898146,0.00003450146,0.9559599,0.00041805572,0.00006532326,2.4077795e-7,0.00058489706,0.0050706733,0.00006772572,0.019082809,0.016071292,0.0025755551],"study_design_scores_gemma":[0.0016132816,0.000021614469,0.090636365,0.00065679965,0.000024525561,0.0000072794405,0.0017516797,0.01089499,0.00003786823,0.000599641,0.89352775,0.00022819567],"about_ca_topic_score_codex":0.000041743566,"about_ca_topic_score_gemma":0.000006622929,"teacher_disagreement_score":0.8774565,"about_ca_system_score_codex":0.00074523885,"about_ca_system_score_gemma":0.000038545266,"threshold_uncertainty_score":0.9999096},"labels":[],"label_agreement":null},{"id":"W2994512688","doi":"","title":"On Ontological Foundations of Conceptual Modeling: A Response to Wyssusek","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Epistemology; Odds; Work (physics); Sociology; Ontology; Computer science; Philosophy","score_opus":0.030000227862202303,"score_gpt":0.2710599033903212,"score_spread":0.2410596755281189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994512688","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35697725,0.000022392882,0.63364553,0.004566946,0.0019009766,0.00044804713,0.000015920989,0.000031055355,0.0023918564],"genre_scores_gemma":[0.9975433,5.760858e-7,0.0018809907,0.0002185863,0.000064316555,0.000008576014,0.0000011785672,0.0000016653763,0.0002808162],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99830514,0.00016182572,0.00082509726,0.00004413679,0.0005461798,0.00011760967],"domain_scores_gemma":[0.9967616,0.0007659522,0.0013399769,0.0001678875,0.0009366981,0.000027882606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020770906,0.00006427603,0.00019637975,0.00017136229,0.00011286982,0.00013639058,0.00050802925,0.00007308045,4.822296e-7],"category_scores_gemma":[0.002167363,0.000041133215,0.00014453282,0.00024477413,0.00001399315,0.00081874593,0.000039382263,0.000077531935,0.000010423517],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003778263,0.00007361201,0.002278018,0.000020073729,0.00006786593,2.6609231e-7,0.0045709214,0.35382026,0.00034003315,0.61607856,0.022077922,0.0002946698],"study_design_scores_gemma":[0.0081181545,0.0027329645,0.04079427,0.00043322053,0.00013380541,0.00013997885,0.009121333,0.6634023,0.0021782003,0.029775448,0.2424488,0.00072147034],"about_ca_topic_score_codex":0.000027578497,"about_ca_topic_score_gemma":0.0000048772345,"teacher_disagreement_score":0.64056605,"about_ca_system_score_codex":0.00027173213,"about_ca_system_score_gemma":0.000116973504,"threshold_uncertainty_score":0.25946924},"labels":[],"label_agreement":null},{"id":"W3001802441","doi":"","title":"Electronic Disclosure and Financial Knowledge Management.","year":2004,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Banking Systems and Strategies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; XML; XML framework; Efficient XML Interchange; Document Structure Description; XML validation; World Wide Web; Knowledge management; Database","score_opus":0.00555282475835492,"score_gpt":0.1967900010030828,"score_spread":0.19123717624472789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001802441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.657501,0.0016544078,0.010453324,0.005008851,0.01772568,0.00346647,0.000032648302,0.00016012897,0.30399752],"genre_scores_gemma":[0.99833804,0.000010482818,0.000013892477,0.00013850546,0.0008245789,0.000010465428,0.0000030821318,0.000004637292,0.00065630267],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990502,0.000009078215,0.00049972,0.000034852736,0.00025725327,0.00014890588],"domain_scores_gemma":[0.9980574,0.000022014081,0.0014373233,0.00006617995,0.00041150546,0.00000553146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011262259,0.00007622645,0.00015201917,0.00015477337,0.00021241853,0.00053632836,0.00015468623,0.0000641076,5.189173e-7],"category_scores_gemma":[0.00011543128,0.00005056922,0.00010232063,0.00022136662,0.000007161019,0.0023405775,0.000031873664,0.0000981216,0.000016917831],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022227712,0.00001719682,0.007184321,0.00043515614,0.00007819939,1.2221793e-7,0.00044951058,0.0008385342,0.0000070523956,0.98247266,0.0077450667,0.00074994797],"study_design_scores_gemma":[0.0019520505,0.000022008277,0.026395071,0.00025582552,0.00010508983,0.00001551775,0.001580365,0.00019402122,0.000005217046,0.008838853,0.9605063,0.00012964904],"about_ca_topic_score_codex":0.00002097547,"about_ca_topic_score_gemma":0.000015688076,"teacher_disagreement_score":0.9736338,"about_ca_system_score_codex":0.00023081397,"about_ca_system_score_gemma":0.00004757168,"threshold_uncertainty_score":0.51718265},"labels":[],"label_agreement":null},{"id":"W3005853388","doi":"10.17705/1jais.00597","title":"The Role of Basic Human Values in Knowledge Sharing: How Values Shape the Postadoptive Use of Electronic Knowledge Repositories","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Knowledge management; Action (physics); Business; Knowledge sharing; Value (mathematics); Psychology; Computer science","score_opus":0.03316149776980069,"score_gpt":0.28630444877969025,"score_spread":0.25314295100988954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005853388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9020874,0.004192934,0.0002737971,0.0060757007,0.004094938,0.0033399235,0.000036427693,0.000061623075,0.07983729],"genre_scores_gemma":[0.99741805,0.000061819635,0.0000060201214,0.0000151203485,0.00040634084,0.0000135846485,0.0000020201196,0.0000065094728,0.0020705326],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977869,0.00040939995,0.00092982844,0.00006355691,0.0005701836,0.00024013808],"domain_scores_gemma":[0.9947299,0.0008496455,0.0027840468,0.0001475339,0.0014509594,0.00003794899],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046878527,0.00010014892,0.00027385593,0.00011174192,0.00077798095,0.00047851828,0.00074339204,0.00008868116,0.0000011149513],"category_scores_gemma":[0.0025819095,0.000058071124,0.00023773641,0.00058046787,0.00007810508,0.0015668322,0.00012550333,0.00022396247,0.0000027017295],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015312043,0.00009692312,0.1846322,0.00025471006,0.0005964393,8.48548e-8,0.43586686,0.0008902919,0.0003759546,0.36588192,0.008121371,0.0031301219],"study_design_scores_gemma":[0.0014191946,0.00036421773,0.037044305,0.00045636817,0.00027070555,0.0000012369512,0.19991088,0.02186049,0.001574621,0.0050729415,0.7317404,0.000284615],"about_ca_topic_score_codex":0.00007925808,"about_ca_topic_score_gemma":0.00018911889,"teacher_disagreement_score":0.72361904,"about_ca_system_score_codex":0.00057976245,"about_ca_system_score_gemma":0.00021443592,"threshold_uncertainty_score":0.5983679},"labels":[],"label_agreement":null},{"id":"W301261207","doi":"","title":"A SIMULATION FOR UNDERSTANDING THE ROLE OF INFORMATION SYSTEMS AND INFORMATION QUALITY IN THE MOVE TOWARDS A GREEN SUPPLY CHAIN","year":2012,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Supply chain; Computer science; Quality (philosophy); Information quality; Chain (unit); Information system; Systems engineering; Knowledge management; Risk analysis (engineering); Process management; Engineering; Business; Epistemology","score_opus":0.023650777388935954,"score_gpt":0.25750442057867895,"score_spread":0.233853643189743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W301261207","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21487916,0.0011422461,0.6640199,0.022052318,0.013136374,0.03901684,0.00053646456,0.00018779225,0.04502896],"genre_scores_gemma":[0.99868715,0.0000045377274,0.000027076734,0.00059375603,0.00045242472,0.00013557858,0.000057047495,0.000005955595,0.0000364755],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9969597,0.00012980531,0.001660287,0.00003640062,0.0009408978,0.00027294335],"domain_scores_gemma":[0.992579,0.00079821545,0.0052633383,0.0001830133,0.001163086,0.000013341355],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.012252707,0.00014259995,0.0002700132,0.0005326324,0.00032602632,0.00084222725,0.0003628914,0.00011234551,9.863054e-7],"category_scores_gemma":[0.002305498,0.00008306603,0.0001566847,0.00060353125,0.00002022145,0.017962093,0.000076788325,0.00014530013,0.00000412322],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035101685,0.00004180864,0.050332744,0.0023353142,0.0002030839,1.8300055e-8,0.02725589,0.22334844,0.00000429112,0.68964076,0.0018803969,0.00460622],"study_design_scores_gemma":[0.0033768197,0.000038058177,0.049054682,0.00019033575,0.00017223807,0.0000030127421,0.2267659,0.37602052,0.0000047088834,0.005046397,0.3391085,0.00021881785],"about_ca_topic_score_codex":0.00060883525,"about_ca_topic_score_gemma":0.000011028193,"teacher_disagreement_score":0.783808,"about_ca_system_score_codex":0.0008265673,"about_ca_system_score_gemma":0.000054040836,"threshold_uncertainty_score":0.9957732},"labels":[],"label_agreement":null},{"id":"W3014371148","doi":"10.17705/1jais.00602","title":"Value Cocreation for Service Innovation: Examining the Relationships between Service Innovativeness, Customer Participation, and Mobile App Performance","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Novelty; Service (business); Business; Service innovation; Mobile service; Marketing; Value (mathematics); Mobile apps; Computer science; Psychology; World Wide Web; Social psychology","score_opus":0.07673079758853919,"score_gpt":0.2677393997456403,"score_spread":0.19100860215710114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014371148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95373476,0.000038151542,0.0061968956,0.035349827,0.0011480827,0.0020994467,0.00003701074,0.0000605341,0.0013353014],"genre_scores_gemma":[0.98789895,0.0000033885046,0.00012123208,0.009514197,0.002039735,0.00017023577,0.00018678136,0.000014933624,0.000050553226],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978547,0.00005828521,0.0013058799,0.000095246985,0.00051798427,0.00016792084],"domain_scores_gemma":[0.988735,0.000420725,0.004013939,0.00014342541,0.006675071,0.000011792827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038723748,0.00014291295,0.00024218058,0.00024672647,0.0007484878,0.0005166569,0.00028993457,0.00012238523,0.0000020927816],"category_scores_gemma":[0.001438505,0.000098772216,0.000042796426,0.0032862783,0.000010824326,0.005059066,0.000059495545,0.00023016651,0.000027925316],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005290185,0.000060891503,0.6520288,0.00512531,0.00064493256,4.938764e-8,0.01937009,0.07527447,0.00081763,0.21195279,0.024537878,0.009658165],"study_design_scores_gemma":[0.002095476,0.00006660589,0.31560412,0.00021223087,0.00030983298,0.0000021754825,0.0056418064,0.039881002,0.0002512234,0.000965673,0.63468534,0.00028452397],"about_ca_topic_score_codex":0.000029803372,"about_ca_topic_score_gemma":0.000003186693,"teacher_disagreement_score":0.6101474,"about_ca_system_score_codex":0.00013573265,"about_ca_system_score_gemma":0.00008626279,"threshold_uncertainty_score":0.57568383},"labels":[],"label_agreement":null},{"id":"W3014402505","doi":"10.17705/1jais.00601","title":"The Perils and Promises of Big Data Research in Information Systems","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Big data; Data science; Leverage (statistics); TRACE (psycholinguistics); Computer science; Field (mathematics); Management science; Data mining; Engineering; Mathematics; Artificial intelligence","score_opus":0.27721873531576613,"score_gpt":0.34327191179326894,"score_spread":0.0660531764775028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014402505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51372397,0.014023762,0.048094492,0.16667147,0.082391016,0.03369769,0.003561899,0.00035187503,0.13748382],"genre_scores_gemma":[0.99900895,0.00007962045,0.0000074940344,0.00014265085,0.00065932353,0.000012728079,0.00004352691,0.0000035217051,0.00004220731],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99785036,0.000053201667,0.0010772605,0.000044768978,0.0008261872,0.00014823201],"domain_scores_gemma":[0.99528664,0.00029585944,0.0024268802,0.00021376541,0.0017652664,0.000011574131],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0056158504,0.000069844944,0.00018533503,0.00022401637,0.0002445851,0.0010826841,0.000724689,0.00007076074,5.190503e-7],"category_scores_gemma":[0.0029546912,0.000040048348,0.00003849103,0.0007266713,0.000030886808,0.00787849,0.00024197306,0.00017859873,0.000014815425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016840704,0.00014372288,0.25639826,0.0152183,0.0006301671,7.3181263e-7,0.011196749,0.014123154,0.00030639762,0.22239813,0.37592313,0.10197722],"study_design_scores_gemma":[0.000505025,0.0000157169,0.0052958066,0.00024968124,0.000022873499,0.000003293667,0.005035782,0.037893917,0.00001885965,0.00008566197,0.9508078,0.00006555794],"about_ca_topic_score_codex":0.00020830377,"about_ca_topic_score_gemma":0.000014151553,"teacher_disagreement_score":0.5748847,"about_ca_system_score_codex":0.00009278685,"about_ca_system_score_gemma":0.00008345738,"threshold_uncertainty_score":0.9999543},"labels":[],"label_agreement":null},{"id":"W3016062571","doi":"","title":"Predicting the Effects of Product Description on Purchase Intentions in Cross-border E-commerce: An Integration of Involvement Theory and Commitment-involvement Theory","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"E-commerce and Technology Innovations","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Product (mathematics); E-commerce; Marketing; Business; Computer science; Psychology; Knowledge management; Mathematics; World Wide Web","score_opus":0.014835072201575542,"score_gpt":0.28408398044064925,"score_spread":0.2692489082390737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016062571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99397326,0.00005857106,0.0015250759,0.0007102418,0.0012696898,0.0014532872,0.000010896057,0.000015669793,0.0009833067],"genre_scores_gemma":[0.99911237,0.000010367928,0.000026641726,0.0004339491,0.00011415051,0.00005994222,0.000032760436,0.000007803011,0.00020198854],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9981176,0.00013311881,0.0010806617,0.00007117759,0.0004696844,0.00012775013],"domain_scores_gemma":[0.99516946,0.00037616055,0.003060389,0.00024257983,0.0011447631,0.0000066559023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059891096,0.00011492212,0.00023995274,0.00047874465,0.00018234704,0.00016471771,0.00024846208,0.00008861181,0.00000390708],"category_scores_gemma":[0.0013177913,0.00007163703,0.000099866316,0.00048643647,0.000056878005,0.0023982106,0.00006960068,0.00023569092,0.00000301958],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029356402,0.00034378632,0.4481989,0.0010046117,0.00027129275,4.9990184e-8,0.0044130925,0.0010534114,0.005181009,0.53334576,0.0006011791,0.0052933046],"study_design_scores_gemma":[0.011413993,0.0010684731,0.8063741,0.0039627296,0.0007034081,0.000008323261,0.10731226,0.011695978,0.009724641,0.027153427,0.01998771,0.0005949624],"about_ca_topic_score_codex":0.000109867564,"about_ca_topic_score_gemma":0.000048244616,"teacher_disagreement_score":0.5061923,"about_ca_system_score_codex":0.00020369342,"about_ca_system_score_gemma":0.000032523294,"threshold_uncertainty_score":0.2921273},"labels":[],"label_agreement":null},{"id":"W3019119630","doi":"","title":"Do Micro-Mobility Services Take Away Our Privacy? Focusing on the Privacy Paradox in E-Scooter Sharing Platforms","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Internet privacy; Information privacy; Computer science; Privacy software; Computer security; Business","score_opus":0.02087500151024907,"score_gpt":0.229429206255549,"score_spread":0.20855420474529993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3019119630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99107593,0.000016690263,0.00006143849,0.001251401,0.0021396703,0.0008763022,0.000007773506,0.000018812576,0.004551977],"genre_scores_gemma":[0.9981076,0.0000020193918,0.000018741424,0.0009248997,0.0006361824,0.00001665538,0.000010864298,0.000010128309,0.0002729049],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981397,0.000009547254,0.001065768,0.00009535888,0.00044430493,0.0002453198],"domain_scores_gemma":[0.9959774,0.00015200104,0.0031893454,0.00030986214,0.0003597052,0.000011675754],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0039040467,0.00015225643,0.00028443226,0.00026033624,0.00022584124,0.0012399573,0.0007324117,0.00013050373,0.00001046038],"category_scores_gemma":[0.00030288522,0.000084653875,0.00020758403,0.0003087878,0.000004028283,0.006128483,0.0001494438,0.0003013279,0.00018761597],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019768125,0.0000575746,0.9658096,0.0008014697,0.00013677742,2.1576395e-7,0.0024114759,0.010060664,0.000072938274,0.017974226,0.0016804867,0.0007969077],"study_design_scores_gemma":[0.005288011,0.000071103925,0.51346666,0.002073388,0.00013263365,0.00001987243,0.012302292,0.03347971,0.00047677278,0.0102972,0.42167008,0.0007222503],"about_ca_topic_score_codex":0.00007594694,"about_ca_topic_score_gemma":0.0000109060975,"teacher_disagreement_score":0.4523429,"about_ca_system_score_codex":0.00040888882,"about_ca_system_score_gemma":0.00003289431,"threshold_uncertainty_score":0.99979687},"labels":[],"label_agreement":null},{"id":"W3022517953","doi":"","title":"Assuring E-Commerce Business Activities","year":2001,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; E-commerce; Process management; Computer science; World Wide Web","score_opus":0.014915062458568993,"score_gpt":0.19523352175491288,"score_spread":0.18031845929634388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022517953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87436247,0.000017713524,0.0013766055,0.0009796469,0.004786792,0.0003028624,0.0000064542064,0.00002867181,0.11813879],"genre_scores_gemma":[0.99703366,0.0000051270126,0.000012377742,0.00058485015,0.0010134729,0.0000044919616,0.000006996469,0.0000059859917,0.001333055],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99904764,0.0000015691395,0.0005612757,0.00002538723,0.00023876283,0.00012534365],"domain_scores_gemma":[0.997021,0.00006566702,0.0022785515,0.00007446785,0.0005536952,0.0000065974573],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00095981266,0.00007016756,0.00016095642,0.00016440023,0.00016151373,0.0014567637,0.00019789876,0.000053075426,0.0000032340488],"category_scores_gemma":[0.00034272508,0.000048768925,0.000120887504,0.00022662198,0.0000047697467,0.017734407,0.000038015507,0.0000708787,0.000047993144],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042949256,0.00016679945,0.39786866,0.0011821938,0.0007520029,9.476188e-7,0.0012912849,0.08537361,0.000085782536,0.29786196,0.19348237,0.02150489],"study_design_scores_gemma":[0.0006635457,0.0000047744766,0.023553435,0.00007290891,0.000034306995,0.000012059773,0.0022596377,0.0030801913,0.0000075071093,0.0009602913,0.9692477,0.00010366122],"about_ca_topic_score_codex":0.000047258927,"about_ca_topic_score_gemma":0.0000061961864,"teacher_disagreement_score":0.7757653,"about_ca_system_score_codex":0.0002134194,"about_ca_system_score_gemma":0.000023014594,"threshold_uncertainty_score":0.99957985},"labels":[],"label_agreement":null},{"id":"W3024972079","doi":"","title":"NEGATIVITY BIAS IN THE EFFECTS OF EWOM REVIEWS: AN ELABORATION LIKELIHOOD PERSPECTIVE IN ONLINE SERVICE ADOPTION CONTEXT","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Elaboration likelihood model; Elaboration; Perspective (graphical); Context (archaeology); Negativity effect; Computer science; Service (business); Psychology; Cognitive psychology; Social psychology; Artificial intelligence; Marketing; Business; Persuasion; Humanities","score_opus":0.10303790460144352,"score_gpt":0.3693872506103954,"score_spread":0.2663493460089519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024972079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813227,0.00027609355,0.0023039593,0.013697925,0.0008375686,0.0013886006,0.00005582121,0.000012909892,0.00010443092],"genre_scores_gemma":[0.99834913,0.00004858851,0.00009833909,0.0013690523,0.00008723744,0.000021254555,0.000007534056,0.0000035250573,0.00001535158],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956994,0.0012080241,0.0018592308,0.00008962963,0.0010180855,0.00012560503],"domain_scores_gemma":[0.99130434,0.0011541125,0.0049566166,0.00022938625,0.0023155308,0.000040009476],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008761074,0.000104793944,0.0004180571,0.0003344712,0.000083271625,0.0001666639,0.0006844454,0.00016981355,0.0000017450741],"category_scores_gemma":[0.016931156,0.000059206104,0.0001509813,0.0018531457,0.0000150217475,0.0024548215,0.000032477128,0.0003596848,0.000014001963],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056447834,0.00082406704,0.73204845,0.00044438188,0.000100274905,0.0000015727682,0.19996138,0.005224267,0.0013881564,0.025942264,0.0124074165,0.021093272],"study_design_scores_gemma":[0.0042503197,0.0006653424,0.8064661,0.00049149507,0.00008078181,0.000013461279,0.147895,0.010389461,0.00033801384,0.0023360117,0.026866354,0.00020768834],"about_ca_topic_score_codex":0.00008341491,"about_ca_topic_score_gemma":0.00036520493,"teacher_disagreement_score":0.0744176,"about_ca_system_score_codex":0.0004092383,"about_ca_system_score_gemma":0.00013353993,"threshold_uncertainty_score":0.99134964},"labels":[],"label_agreement":null},{"id":"W302588423","doi":"","title":"Supply Chain Business Process And IT Infrastructure Support For Cultivating Absorptive Capacity Capability: A Cluster Analysis Study","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Absorptive capacity; Supply chain; Software deployment; Business; Process (computing); Process management; Supply chain management; Identification (biology); Radio-frequency identification; Knowledge management; Cluster (spacecraft); Marketing; Computer science","score_opus":0.009565384396504579,"score_gpt":0.23327942247217698,"score_spread":0.2237140380756724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W302588423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95426834,0.00000886954,0.02924186,0.009081486,0.0012614978,0.0039128526,0.00006800137,0.00005122543,0.0021058638],"genre_scores_gemma":[0.99769866,6.693458e-7,0.000098427794,0.0012696828,0.0005298454,0.000042073814,0.000029347175,0.0000070025803,0.0003242879],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99802554,0.000040543866,0.0010071029,0.00010406332,0.00061253604,0.00021019262],"domain_scores_gemma":[0.9944544,0.0001563325,0.002948114,0.00014246095,0.0022822921,0.000016410218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003694988,0.00016160941,0.00042084587,0.0004981877,0.00035983883,0.0007301044,0.00024153008,0.00008767828,0.0000033553729],"category_scores_gemma":[0.0014354514,0.0001113742,0.00020770208,0.00093277625,0.0000115676985,0.0024451674,0.00003880266,0.0001338223,0.0000018016341],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025928696,0.00016876882,0.8089663,0.0009239228,0.001427323,2.0499404e-7,0.016557258,0.14629915,0.000019067922,0.0014573799,0.022400683,0.0015206599],"study_design_scores_gemma":[0.0053557474,0.00016015045,0.7671135,0.0001627215,0.0021150294,0.000004870425,0.044744283,0.10536827,0.000010352606,0.0012410881,0.07328411,0.00043988466],"about_ca_topic_score_codex":0.00006491747,"about_ca_topic_score_gemma":0.000025507981,"teacher_disagreement_score":0.050883427,"about_ca_system_score_codex":0.0002724597,"about_ca_system_score_gemma":0.000035780715,"threshold_uncertainty_score":0.70404136},"labels":[],"label_agreement":null},{"id":"W3027327514","doi":"","title":"Increasing Consumer Engagement in Social Media: The Moderating Role of Product Lifecycle","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Social media; Product lifecycle; Business; Product (mathematics); Customer engagement; Knowledge management; New product development; Computer science; Process management; Marketing; World Wide Web","score_opus":0.028182480511793742,"score_gpt":0.2715759566310819,"score_spread":0.2433934761192882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027327514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9343498,0.0002589076,0.00009773584,0.014260431,0.0023625444,0.0011659709,0.000044478147,0.000026740066,0.04743343],"genre_scores_gemma":[0.9989263,0.000011810304,0.000032654676,0.0001452631,0.00083854544,0.000009196441,0.0000017093575,0.0000036521985,0.000030875373],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974181,0.0008413764,0.0007649082,0.000035150064,0.0007950094,0.00014546205],"domain_scores_gemma":[0.99588674,0.0014663578,0.0019462999,0.000042210653,0.00061771285,0.000040704912],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008565196,0.00005576527,0.00019987825,0.000049956954,0.00049752364,0.00019984205,0.00024873522,0.00006331334,0.0000011435948],"category_scores_gemma":[0.020369079,0.00003714918,0.00012388712,0.00030357082,0.000038663205,0.0008015517,0.000029614352,0.00018956866,0.000002098831],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020050631,0.000060465518,0.10912757,0.00015873046,0.00020107561,1.3182095e-7,0.82573676,0.0019694348,0.00025957995,0.03859182,0.009671253,0.01402265],"study_design_scores_gemma":[0.0027521465,0.00007894045,0.05221947,0.00040318925,0.00015927729,0.0000027201145,0.5022457,0.003686317,0.0003326004,0.002580139,0.43519542,0.00034408292],"about_ca_topic_score_codex":0.00012106028,"about_ca_topic_score_gemma":0.000038073922,"teacher_disagreement_score":0.42552415,"about_ca_system_score_codex":0.0002927773,"about_ca_system_score_gemma":0.00024630188,"threshold_uncertainty_score":0.9878828},"labels":[],"label_agreement":null},{"id":"W3028401961","doi":"","title":"THE IMPACT OF INFORMATION QUALITY AND PROVIDER CREDIBILITY ON BIG DATA ANALYTICS USE: THE ROLE OF ANALYTICAL SKILLS AND THINKING STYLE","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Credibility; Analytics; Big data; Quality (philosophy); Style (visual arts); Computer science; Data science; Information quality; Knowledge management; Information system; Data mining; Engineering","score_opus":0.11787685718793672,"score_gpt":0.334169350540642,"score_spread":0.21629249335270528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028401961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9702944,0.00025926434,0.013228877,0.009367384,0.0015302182,0.0020960963,0.0008777026,0.00003063443,0.0023154013],"genre_scores_gemma":[0.9994095,0.000025712174,0.000015098221,0.00024194419,0.000257176,0.0000015391912,0.000036580466,0.0000027020903,0.000009732518],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980532,0.00005283722,0.0011135058,0.00004956841,0.00062863313,0.000102283644],"domain_scores_gemma":[0.99403197,0.00064285705,0.003849912,0.00027981633,0.001181766,0.0000136859635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003980186,0.000088469205,0.0002273216,0.00007978493,0.00023482303,0.00074586296,0.00048939436,0.00006549031,9.41127e-7],"category_scores_gemma":[0.0063445247,0.00004084623,0.00009286695,0.00035574613,0.000049285733,0.0054035876,0.00021363454,0.0001467386,0.0000016943103],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005755662,0.00011002514,0.87620616,0.0011716385,0.000810658,4.21451e-8,0.0039677424,0.009339197,0.000046821886,0.050375212,0.020576803,0.036820162],"study_design_scores_gemma":[0.00085312896,0.000075040254,0.6017895,0.00020796146,0.0002539276,0.0000032481134,0.0044165165,0.28271767,0.000057328703,0.0015990847,0.10786833,0.0001582758],"about_ca_topic_score_codex":0.00025657105,"about_ca_topic_score_gemma":0.00000886724,"teacher_disagreement_score":0.27441666,"about_ca_system_score_codex":0.000070424074,"about_ca_system_score_gemma":0.000065953434,"threshold_uncertainty_score":0.75954473},"labels":[],"label_agreement":null},{"id":"W3033133835","doi":"","title":"An Exploratory Study into the Role of Multisided Platforms in Developing the Marketing Capabilities of SMEs.","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Marketing; Business; Knowledge management; Computer science","score_opus":0.05942091960643878,"score_gpt":0.33093281512602807,"score_spread":0.2715118955195893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033133835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967801,0.000059802205,0.0005151362,0.0015658439,0.0003954332,0.0005940207,0.000011403528,0.000008673375,0.000069612855],"genre_scores_gemma":[0.9996818,0.000004577084,0.000116989,0.0001172253,0.000037192225,0.000018668825,8.13228e-7,0.0000036227261,0.000019144227],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9959367,0.00045194977,0.0022067619,0.000061522165,0.0012350077,0.00010804429],"domain_scores_gemma":[0.99208796,0.0014828098,0.0047426852,0.00025950847,0.0014008787,0.000026168427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016714916,0.00008126301,0.0003046285,0.00020762898,0.00018650536,0.00012479156,0.0010052995,0.00009300783,0.0000027026106],"category_scores_gemma":[0.008344266,0.00003681816,0.00013699531,0.0006757608,0.00004238685,0.0014928889,0.000082930725,0.00022393685,0.00000302845],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012268219,0.00004426528,0.8107577,0.000022576147,0.000056589208,6.4311735e-8,0.1785454,0.0037858824,0.00021365001,0.002374228,0.0004916586,0.0035852967],"study_design_scores_gemma":[0.00095617987,0.00011368896,0.35630295,0.00006042344,0.000024328296,0.0000025679046,0.6291331,0.0045918506,0.000822632,0.0012672285,0.0066522514,0.00007276605],"about_ca_topic_score_codex":0.00003682189,"about_ca_topic_score_gemma":0.00009195771,"teacher_disagreement_score":0.45445475,"about_ca_system_score_codex":0.00020044853,"about_ca_system_score_gemma":0.00015885154,"threshold_uncertainty_score":0.9989468},"labels":[],"label_agreement":null},{"id":"W3034111588","doi":"","title":"Exploring User Satisfaction with AI-enabled Voice- Activated Smart Phone Assistants","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"AI in Service Interactions","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Smart phone; Computer science; Human–computer interaction; Phone; User satisfaction; Multimedia; Speech recognition; Telecommunications","score_opus":0.04506874291867362,"score_gpt":0.24568718976281392,"score_spread":0.20061844684414032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034111588","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30818307,0.000021508926,0.65053713,0.027270745,0.010032734,0.0013445419,0.000046504916,0.00024285329,0.0023208705],"genre_scores_gemma":[0.99755895,0.0000057307384,0.0011603405,0.00086290634,0.0002188585,0.000032438005,0.0000026563744,0.000008318918,0.00014977386],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979765,0.000117174655,0.00082665257,0.00007593582,0.0008275886,0.00017616969],"domain_scores_gemma":[0.99515957,0.0002375696,0.0027679226,0.00019240487,0.0015531983,0.00008936312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075440767,0.000117080104,0.00022968961,0.00013930323,0.0002619253,0.0006213618,0.00048512185,0.000066747685,0.000002130057],"category_scores_gemma":[0.00041998285,0.000079661826,0.00012701307,0.00069869554,0.000005122377,0.011846794,0.000058361187,0.00028833444,0.000055527827],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021361243,0.00031400274,0.3953237,0.001420719,0.0048417607,0.000006814329,0.09867222,0.23173194,0.031168042,0.03321528,0.1864389,0.0147304945],"study_design_scores_gemma":[0.0074144066,0.00076408876,0.26255763,0.00090394873,0.00026813184,0.00020414252,0.009563611,0.104140535,0.020339856,0.00018366595,0.5927806,0.00087937736],"about_ca_topic_score_codex":0.00007020986,"about_ca_topic_score_gemma":0.000018423087,"teacher_disagreement_score":0.6893759,"about_ca_system_score_codex":0.0007746596,"about_ca_system_score_gemma":0.00015374916,"threshold_uncertainty_score":0.85886395},"labels":[],"label_agreement":null},{"id":"W3042358492","doi":"10.17705/1jais.00627","title":"Basic Classes in Conceptual Modeling: Theory and Practical Guidelines","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Advanced Text Analysis Techniques","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science; Variety (cybernetics); Domain (mathematical analysis); Conceptual model; Conceptual framework; Interface (matter); Diversity (politics); Management science; Data science; Information system; Knowledge management; Artificial intelligence; Epistemology; Mathematics; Engineering; Database; Sociology","score_opus":0.06347917459344107,"score_gpt":0.34107894678391293,"score_spread":0.2775997721904718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042358492","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0048802854,0.00008170593,0.98649645,0.0077642766,0.00022360244,0.00020084814,0.0000028046045,0.000027655895,0.0003223595],"genre_scores_gemma":[0.9857893,0.000026732261,0.012832157,0.001184062,0.00011843629,0.000007096463,8.297522e-7,0.00000296392,0.000038448907],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983382,0.00018084128,0.0009082572,0.000051805866,0.00042505944,0.00009579478],"domain_scores_gemma":[0.99696845,0.00043707187,0.0014749125,0.00009876987,0.0009761378,0.000044641518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026715754,0.000065928165,0.00019894513,0.000099606725,0.00006173473,0.00019577166,0.00026161937,0.00006544533,2.814913e-7],"category_scores_gemma":[0.005187197,0.000044715343,0.000088327295,0.00028141175,0.000010481457,0.0030993407,0.00007156145,0.00014635429,0.0000021322073],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008976943,0.000025576392,0.004928948,0.00006151488,0.00014097468,8.5718847e-7,0.009164611,0.072695374,0.00019109414,0.89468014,0.01492984,0.003091305],"study_design_scores_gemma":[0.0008018073,0.00009093171,0.00023003876,0.00006704227,0.00003166711,0.00002682394,0.0025580174,0.9388759,0.00023327177,0.007138212,0.04982582,0.000120462995],"about_ca_topic_score_codex":0.0000020916552,"about_ca_topic_score_gemma":7.929523e-7,"teacher_disagreement_score":0.980909,"about_ca_system_score_codex":0.0001717851,"about_ca_system_score_gemma":0.00010228074,"threshold_uncertainty_score":0.62099344},"labels":[],"label_agreement":null},{"id":"W3043612411","doi":"10.17705/1jais.00625","title":"Innovative IT Use and Innovating with IT: A Study of the Motivational Antecedents of Two Different Types of Innovative Behaviors","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Western University","funders":"Social Sciences and Humanities Research Council of Canada; Queen's University","keywords":"Conceptualization; Psychology; Intrinsic motivation; Affect (linguistics); Social psychology; Self-determination theory; Work motivation; Structural equation modeling; Moderation; Information technology; Work (physics); Knowledge management; Computer science","score_opus":0.10438523694029726,"score_gpt":0.3613686438833567,"score_spread":0.25698340694305943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043612411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99659115,0.000003424484,0.0012292124,0.0011245408,0.00026251547,0.0006214627,0.000108227585,0.0000047132457,0.00005476498],"genre_scores_gemma":[0.9996437,6.055628e-7,0.00011898217,0.00013882997,0.000015610745,0.0000083970335,0.0000029081343,0.0000043731043,0.00006658823],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958571,0.00020310491,0.0021684559,0.000076636206,0.0016051101,0.000089602574],"domain_scores_gemma":[0.98110366,0.00060792477,0.009396743,0.000177728,0.008693016,0.000020914871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021612402,0.000108804954,0.00042721225,0.0003723455,0.000116591975,0.000082205246,0.0004986767,0.000082543585,0.0000029803218],"category_scores_gemma":[0.0055352766,0.00005473728,0.00006719698,0.0028439187,0.000065599714,0.0011386112,0.00013199005,0.00023663329,5.210556e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093344686,0.000104314626,0.98394895,0.000017160823,0.00011700085,4.1485904e-8,0.010926852,0.0006591114,0.0006391418,0.0025282612,0.00073148403,0.00023435689],"study_design_scores_gemma":[0.0022206244,0.00042222955,0.97095144,0.0001342998,0.000040692434,0.000004476309,0.023454238,0.0004171892,0.0019850233,0.00007888282,0.00022712683,0.00006380317],"about_ca_topic_score_codex":0.000020027892,"about_ca_topic_score_gemma":0.000011308,"teacher_disagreement_score":0.014753417,"about_ca_system_score_codex":0.000102671744,"about_ca_system_score_gemma":0.00012512309,"threshold_uncertainty_score":0.6626643},"labels":[],"label_agreement":null},{"id":"W3045179937","doi":"","title":"The effect of reward provision timing in mobile application platforms: A social exchange theory perspective","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Perspective (graphical); Social exchange theory; Computer science; Mobile computing; Telecommunications; Psychology; Artificial intelligence; Social psychology","score_opus":0.0390031987956747,"score_gpt":0.3490257465347735,"score_spread":0.31002254773909876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045179937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97066253,0.00042121732,0.01566991,0.006028992,0.0020736044,0.003496407,0.000075156495,0.000051616364,0.00152058],"genre_scores_gemma":[0.9994929,0.000009605607,0.000019751657,0.00006993684,0.000111614725,0.000079297715,0.0000016863477,0.0000046851146,0.00021052333],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969763,0.00029933115,0.0013636814,0.00007805053,0.0011445209,0.0001380742],"domain_scores_gemma":[0.99290615,0.0015280952,0.004243865,0.00015723529,0.0011327724,0.000031883206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011145478,0.000091301335,0.00030894214,0.00021476344,0.00029415888,0.00015550258,0.00066614564,0.00016994026,0.000001981492],"category_scores_gemma":[0.005935389,0.000045942375,0.0002492765,0.0007082514,0.00003558261,0.0010088774,0.000070281225,0.00026074666,0.000017392831],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004859027,0.00015022844,0.44908303,0.00035184712,0.0004675939,7.611721e-7,0.18559042,0.010517981,0.0015168786,0.13495499,0.06381707,0.14869018],"study_design_scores_gemma":[0.014738622,0.0035458694,0.19867052,0.0003312494,0.00035874924,0.00004688633,0.23607752,0.025512593,0.0052290866,0.023366332,0.4913831,0.0007394779],"about_ca_topic_score_codex":0.0000055708842,"about_ca_topic_score_gemma":0.0000037775899,"teacher_disagreement_score":0.42756602,"about_ca_system_score_codex":0.000486587,"about_ca_system_score_gemma":0.00006880607,"threshold_uncertainty_score":0.71056443},"labels":[],"label_agreement":null},{"id":"W3045949625","doi":"","title":"Custodians of Rationality: Data Science Professionals and the Process of Information Production in Organizations.","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Custodians; Rationality; Production (economics); Process (computing); Computer science; Knowledge management; Process management; Data science; Business; Epistemology; Economics","score_opus":0.04432552216330568,"score_gpt":0.29882219278806305,"score_spread":0.25449667062475734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045949625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7985059,0.0004160188,0.039669115,0.13344987,0.010381905,0.009411815,0.00068973156,0.00007451201,0.0074011423],"genre_scores_gemma":[0.9992424,0.00001107,0.000040892475,0.00041078244,0.00021373555,0.000007093482,0.000058466772,0.0000022857362,0.000013233807],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99809104,0.000025641823,0.0010260828,0.000048950857,0.00073250657,0.00007577895],"domain_scores_gemma":[0.9923357,0.00009908586,0.0037331067,0.00015735984,0.0036675567,0.000007239204],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003890928,0.000059312948,0.00018077334,0.00021873036,0.00015957285,0.00019748263,0.00058121263,0.00004200758,0.0000024425044],"category_scores_gemma":[0.009305896,0.000034207278,0.000025282168,0.0016335298,0.000085056105,0.014424736,0.00013514039,0.00009065977,0.0000032689247],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016052251,0.0003211528,0.37895343,0.011737522,0.0003175329,8.533995e-8,0.039602462,0.06863301,0.0011159977,0.43312767,0.05369846,0.010887443],"study_design_scores_gemma":[0.012528451,0.000092089795,0.21782887,0.0030364706,0.00071117753,0.000035439618,0.0673768,0.39177945,0.0074520353,0.0063455906,0.29191697,0.00089666876],"about_ca_topic_score_codex":0.00004041237,"about_ca_topic_score_gemma":0.0000044900557,"teacher_disagreement_score":0.4267821,"about_ca_system_score_codex":0.000054391454,"about_ca_system_score_gemma":0.00024015624,"threshold_uncertainty_score":0.99936},"labels":[],"label_agreement":null},{"id":"W3045969289","doi":"","title":"Role of IS Job Shadows on College Student Major Selection.","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Education and Military Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Selection (genetic algorithm); Computer science; Artificial intelligence","score_opus":0.015552361782049278,"score_gpt":0.2966982321319155,"score_spread":0.2811458703498662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045969289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73785084,0.00032657754,0.0013958652,0.0738005,0.009410858,0.0044005984,0.0005727365,0.00009128622,0.17215076],"genre_scores_gemma":[0.9964609,0.00001687433,0.00005107457,0.0010425521,0.00042720223,0.000013734523,0.0000031331476,0.000003403463,0.001981132],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981,0.00018009415,0.00074922445,0.0000378205,0.0008294458,0.00010345083],"domain_scores_gemma":[0.99649364,0.00017732657,0.0017339409,0.000054367007,0.0014714819,0.0000692413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015345559,0.00006083571,0.00016735838,0.00009687384,0.00029419918,0.00007149087,0.00023854448,0.000089071065,0.000025851128],"category_scores_gemma":[0.0011082569,0.0000447677,0.00017340346,0.00037329562,0.000013671389,0.0008200148,0.000008633009,0.000119377,0.00002671755],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017486882,0.00012385721,0.07929709,0.00009098216,0.00033216854,2.4861102e-8,0.38914895,0.002069569,0.0006386372,0.21968977,0.3077073,0.0007267932],"study_design_scores_gemma":[0.00081396464,0.00022016712,0.019472245,0.00006507477,0.00005825655,0.000001104963,0.18810897,0.0006640176,0.00078030303,0.00023161579,0.78949445,0.00008980927],"about_ca_topic_score_codex":0.00019944427,"about_ca_topic_score_gemma":0.000083148516,"teacher_disagreement_score":0.48178717,"about_ca_system_score_codex":0.0006023516,"about_ca_system_score_gemma":0.00032582303,"threshold_uncertainty_score":0.22627722},"labels":[],"label_agreement":null},{"id":"W3046238625","doi":"","title":"Understanding the Relationship between Social Media Use and Depression: A Systematic Review","year":2020,"lang":"en","type":"review","venue":"Journal of the Association for Information Systems","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Social media; Depression (economics); Computer science; Psychology; Data science; World Wide Web; Economics","score_opus":0.26502753744537444,"score_gpt":0.38507301935346366,"score_spread":0.12004548190808922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046238625","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000002059602,0.99090844,0.00066225696,0.0022912512,0.0017580808,0.0038918152,0.00014342218,0.00004240928,0.00030024775],"genre_scores_gemma":[0.008365683,0.99020296,0.000013235224,0.00021649119,0.00087115465,0.000070499416,0.000021514099,0.000020961472,0.00021749163],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99448764,0.0017496719,0.0021510294,0.00007363616,0.0013050683,0.00023294732],"domain_scores_gemma":[0.980626,0.00723766,0.011277285,0.00018419824,0.00058690546,0.000087963315],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.007922752,0.00020669593,0.0016104935,0.0001804892,0.0014692151,0.00072322134,0.00078181544,0.00052725384,7.0150185e-7],"category_scores_gemma":[0.05661236,0.0001115352,0.00064087665,0.00068801944,0.00007765393,0.0014839439,0.000083161656,0.00072473293,0.000012640928],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009383291,0.00001590146,0.0079741515,0.84884614,0.0014240447,7.179065e-7,0.020806955,0.0000014230457,4.070652e-9,0.02971896,0.085993394,0.0052089305],"study_design_scores_gemma":[0.00035891106,0.000011161399,0.0006462415,0.3689385,0.0049666367,0.00002360666,0.0055974294,0.0000026942835,1.21532135e-8,0.00042925196,0.6187995,0.00022603845],"about_ca_topic_score_codex":0.000008278693,"about_ca_topic_score_gemma":0.0000069655625,"teacher_disagreement_score":0.5328061,"about_ca_system_score_codex":0.0024689853,"about_ca_system_score_gemma":0.0005039316,"threshold_uncertainty_score":0.9998307},"labels":[],"label_agreement":null},{"id":"W3046399608","doi":"","title":"Power of Stories in Transferring Information: Evidence from a Digital Storytelling Initiative","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Storytelling; Power (physics); Computer science; Digital storytelling; Narrative; Multimedia; Art; Literature","score_opus":0.08016586876249715,"score_gpt":0.3433129342833158,"score_spread":0.2631470655208186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046399608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94501513,0.00043392935,0.02895536,0.0035661038,0.007462887,0.0016932318,0.00048186275,0.000043728847,0.012347785],"genre_scores_gemma":[0.9992974,0.000017479922,0.00005751422,0.00030159752,0.0002298622,0.000018274442,0.000017682476,0.0000048867732,0.000055351575],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974569,0.00014187026,0.0016478371,0.000038241058,0.0005608111,0.00015434298],"domain_scores_gemma":[0.99445343,0.0011936851,0.0029425558,0.00008299549,0.0012634157,0.00006391681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013307545,0.00008884417,0.00029344324,0.00013476072,0.0001666949,0.00009273128,0.0002235395,0.00012646907,0.000006691039],"category_scores_gemma":[0.0036500932,0.000067784276,0.00013066076,0.0003162921,0.00001257395,0.007050773,0.000020010133,0.00032395285,0.000032448872],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056715676,0.000042724943,0.24407911,0.0007733554,0.00022542139,1.3838026e-7,0.72148937,0.018280191,0.000045728164,0.0015279179,0.011353011,0.0016158799],"study_design_scores_gemma":[0.0044965055,0.0005603844,0.09381807,0.0057435585,0.00013394213,0.000003027272,0.32058373,0.0052982955,0.000404212,0.00048276022,0.56798327,0.00049228215],"about_ca_topic_score_codex":0.000046429977,"about_ca_topic_score_gemma":0.0000036794418,"teacher_disagreement_score":0.55663025,"about_ca_system_score_codex":0.0007376306,"about_ca_system_score_gemma":0.00041837097,"threshold_uncertainty_score":0.51116407},"labels":[],"label_agreement":null},{"id":"W3046406968","doi":"","title":"When and how to advertise? An empirical study on mobile ad response based on contextual factors","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Empirical research; Advertising; Business; Mathematics; Statistics","score_opus":0.03935887468639118,"score_gpt":0.3230850472772679,"score_spread":0.28372617259087674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046406968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844178,0.0000047472663,0.00010591708,0.011711005,0.0008630912,0.0009890315,0.00004724296,0.000024010498,0.0018371874],"genre_scores_gemma":[0.99820113,7.064161e-7,0.000009546002,0.0011675766,0.00019198764,0.000019146353,0.0000019917256,0.0000050952935,0.00040280784],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974988,0.0009502571,0.0003713226,0.00006038,0.0009759823,0.00014324754],"domain_scores_gemma":[0.99692196,0.0015023026,0.0008078323,0.00007081141,0.0004870268,0.00021007692],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0041499073,0.00008136101,0.00020941155,0.00009240778,0.0003457028,0.00045873728,0.00020848562,0.000086262444,0.0000014306004],"category_scores_gemma":[0.013530091,0.000056671866,0.000096280055,0.00018714316,0.000016873886,0.00081551,0.000014486919,0.00013178958,0.000005948861],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043612816,0.0003294053,0.24974719,0.0000398034,0.00014900752,7.9885416e-7,0.67743444,0.0019687812,0.000036681107,0.00035575317,0.06008174,0.0054951343],"study_design_scores_gemma":[0.0019786998,0.0039201546,0.19438802,0.000096101714,0.00004076051,2.3947774e-7,0.2928712,0.000623062,0.000016776115,0.000020531705,0.50586295,0.00018153996],"about_ca_topic_score_codex":0.000013074935,"about_ca_topic_score_gemma":0.000015103212,"teacher_disagreement_score":0.44578117,"about_ca_system_score_codex":0.0004361294,"about_ca_system_score_gemma":0.0001766706,"threshold_uncertainty_score":0.99477935},"labels":[],"label_agreement":null},{"id":"W3046408773","doi":"","title":"Customer Co-creation through the Lens of Service-dominant Logic: A literature Review.","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Service-dominant logic; Lens (geology); Computer science; Co-creation; Business; Service (business); Marketing; Knowledge management; Engineering","score_opus":0.026416460751217195,"score_gpt":0.27630972307791213,"score_spread":0.24989326232669493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046408773","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013134095,0.0070158993,0.0041812407,0.8815292,0.0074235117,0.005774743,0.00016084734,0.00008776788,0.08069269],"genre_scores_gemma":[0.8329356,0.00081868353,0.00008116737,0.161885,0.0037664894,0.00003719402,0.00019803808,0.000017948156,0.00025990722],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99824995,0.000039406495,0.0010044619,0.000046160392,0.0005586469,0.0001014043],"domain_scores_gemma":[0.9918376,0.000081714454,0.0047673476,0.00013517695,0.0031732698,0.000004887848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016804077,0.000096357406,0.00024787258,0.000080015074,0.00016602602,0.000241319,0.00031811313,0.000075450975,0.0000061947635],"category_scores_gemma":[0.00083304103,0.000051604853,0.00015255879,0.0011573465,0.000006462181,0.004240034,0.000032103686,0.00015429575,0.000058343467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038581106,0.00007126023,0.006790796,0.017932082,0.00049619493,3.0496014e-7,0.012574756,0.0043193977,0.0015433049,0.23785667,0.71629226,0.0017371535],"study_design_scores_gemma":[0.00059704774,0.00001608026,0.0013744885,0.001137046,0.00015129005,0.0000046607065,0.0011224499,0.001084397,0.00018643077,0.00044743982,0.9937965,0.000082161474],"about_ca_topic_score_codex":0.000029081802,"about_ca_topic_score_gemma":0.00000228196,"teacher_disagreement_score":0.8198015,"about_ca_system_score_codex":0.00008196123,"about_ca_system_score_gemma":0.000037050464,"threshold_uncertainty_score":0.3073922},"labels":[],"label_agreement":null},{"id":"W3046421688","doi":"","title":"A Service-based Model for Customer Intelligence in the Age of Big Data.","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Big data; Computer science; Customer service; Data modeling; Service (business); Data science; Data mining; Database; Business; Marketing","score_opus":0.17854687469833552,"score_gpt":0.3033708094923413,"score_spread":0.12482393479400578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046421688","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006151106,0.000080540136,0.967421,0.018549249,0.0027199204,0.0020408067,0.00043846134,0.000022981432,0.0025759493],"genre_scores_gemma":[0.9946055,0.0000038680455,0.00014904763,0.004460418,0.0006042058,0.000014924419,0.00013202078,0.000005519442,0.00002451123],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984667,0.000017662054,0.00086614717,0.000052991294,0.00048296613,0.00011359038],"domain_scores_gemma":[0.99628216,0.00018645664,0.0022460183,0.00021223049,0.0010672807,0.000005829163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00216584,0.00008019453,0.0001939099,0.00013904253,0.000084568615,0.0002757673,0.0010657907,0.00006339969,0.0000012372867],"category_scores_gemma":[0.0011424194,0.000046912694,0.000092014896,0.0006728088,0.000009294779,0.0024920094,0.00007949572,0.00010642976,0.000013771195],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007677595,0.00019886775,0.017669715,0.0058688107,0.00021767606,4.7082284e-7,0.0063938997,0.7506324,0.00026559658,0.045156643,0.15587936,0.016948774],"study_design_scores_gemma":[0.00032908143,0.0000068159393,0.00047887332,0.00010324435,0.00005375011,5.689201e-7,0.0011110002,0.7751095,0.000026111222,0.00019726508,0.22252063,0.00006311893],"about_ca_topic_score_codex":0.000068029214,"about_ca_topic_score_gemma":0.00007127837,"teacher_disagreement_score":0.9884544,"about_ca_system_score_codex":0.000057697325,"about_ca_system_score_gemma":0.00009131772,"threshold_uncertainty_score":0.26592302},"labels":[],"label_agreement":null},{"id":"W3046447243","doi":"","title":"Separating Treasure from Trash: Quantifying Data Waste in App Reviews.","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Treasure; Computer science; Waste management; Data science; Engineering; Archaeology; Geography","score_opus":0.12832491453530664,"score_gpt":0.3105887907497892,"score_spread":0.18226387621448253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046447243","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04824617,0.0026563322,0.92297035,0.016922118,0.004528165,0.0013831869,0.00083312,0.000113521055,0.0023470072],"genre_scores_gemma":[0.99536425,0.00005582519,0.003589695,0.00045182763,0.00038726247,0.0000049206556,0.000077630546,0.0000039089814,0.00006467169],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979688,0.00020943266,0.0011449264,0.000082651255,0.00048136254,0.00011285947],"domain_scores_gemma":[0.99635434,0.00023476819,0.0027987633,0.0003422705,0.00022176569,0.000048088546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032804136,0.00007659028,0.00031098563,0.00008933125,0.00010171369,0.00046921376,0.0013338118,0.000055742486,5.2230956e-7],"category_scores_gemma":[0.0018798413,0.000051851934,0.00012479117,0.0005201893,0.0000028208578,0.003915119,0.00013291181,0.00015970116,0.000018856937],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000116274736,0.00014993918,0.16884586,0.0010584114,0.0013749549,0.0000031915386,0.08860488,0.090470955,0.0020703846,0.008177123,0.5327364,0.106391616],"study_design_scores_gemma":[0.0009268443,0.00003504797,0.0017801734,0.00038245626,0.000071148075,0.0000044422914,0.0018744884,0.7483562,0.00010733947,0.000025249761,0.2462957,0.00014088367],"about_ca_topic_score_codex":0.00003997646,"about_ca_topic_score_gemma":0.000009959425,"teacher_disagreement_score":0.9471181,"about_ca_system_score_codex":0.00013466222,"about_ca_system_score_gemma":0.000077205914,"threshold_uncertainty_score":0.45246392},"labels":[],"label_agreement":null},{"id":"W3046494578","doi":"","title":"Challenges to Implementing Disruptive and Digital Technologies","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science","score_opus":0.0196487653208168,"score_gpt":0.22424008369288637,"score_spread":0.20459131837206956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046494578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77587914,0.0066834805,0.04657359,0.10233848,0.0074526686,0.0041964753,0.0007460516,0.0030963658,0.05303373],"genre_scores_gemma":[0.9997204,0.00008946092,0.00008148578,0.000025701158,0.00005581576,0.000009111719,9.2032457e-7,0.0000037934549,0.000013332435],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993965,0.0000039697884,0.00032480105,0.000021129797,0.00015497017,0.00009862558],"domain_scores_gemma":[0.9994194,0.00006955112,0.0003039507,0.000044455726,0.00014574784,0.000016881791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022896331,0.000051935796,0.00011541901,0.000064900065,0.000057335033,0.00015709603,0.00012836378,0.000053633423,1.1973125e-7],"category_scores_gemma":[0.0005786528,0.000035887922,0.000047098594,0.000099319055,0.0000047536864,0.00076009496,0.00005247468,0.00007514821,0.0000030293186],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012567456,0.000028050348,0.07766238,0.00251528,0.0021714428,0.0000011476106,0.087639645,0.05532568,0.0009207609,0.13508122,0.13614145,0.5023873],"study_design_scores_gemma":[0.00061148824,0.00015576556,0.0038233674,0.00010111087,0.000028993352,0.000013915732,0.086457156,0.005822637,0.0011320966,0.00047740992,0.9012106,0.00016543354],"about_ca_topic_score_codex":3.2153994e-7,"about_ca_topic_score_gemma":4.6455855e-7,"teacher_disagreement_score":0.7650692,"about_ca_system_score_codex":0.00010291709,"about_ca_system_score_gemma":0.000005410328,"threshold_uncertainty_score":0.15148807},"labels":[],"label_agreement":null},{"id":"W3046691348","doi":"","title":"IT Management Model and IT Performance in Hospitals: A Configurational View","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"HEC Montréal; Université du Québec à Trois-Rivières; Université de Sherbrooke","funders":"","keywords":"Computer science","score_opus":0.04246013013421422,"score_gpt":0.2602223211387079,"score_spread":0.21776219100449368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046691348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3524124,0.0010124451,0.07903133,0.282479,0.009631223,0.0073799086,0.00024570848,0.00015922186,0.2676488],"genre_scores_gemma":[0.9945184,0.000077182885,0.00006989182,0.004804181,0.00027810453,0.000014633353,0.000014903065,0.0000042069146,0.00021846939],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987271,0.000007828627,0.00069235574,0.000048593403,0.00041951338,0.000104600884],"domain_scores_gemma":[0.998045,0.000040822015,0.0013420541,0.00006146985,0.0005007107,0.00000994258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008930364,0.00007936212,0.00016051371,0.00012384272,0.00010037794,0.0003830192,0.00022534565,0.000049562106,0.000005584601],"category_scores_gemma":[0.00028000312,0.000056813304,0.0000554836,0.00029661364,0.000008375074,0.0042447164,0.00005789274,0.00009224769,0.000032055425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042400058,0.000108431086,0.1391074,0.0074081165,0.0004080768,0.0000011626362,0.0050509963,0.23865825,0.00006054084,0.18699473,0.40278697,0.018991327],"study_design_scores_gemma":[0.00072790525,0.0000113302185,0.016856998,0.00027576348,0.000052077325,0.0000029076064,0.00093435054,0.33284652,0.000008059622,0.00016398185,0.6480035,0.00011660132],"about_ca_topic_score_codex":0.0000042097963,"about_ca_topic_score_gemma":0.0000023711182,"teacher_disagreement_score":0.64210606,"about_ca_system_score_codex":0.00009243855,"about_ca_system_score_gemma":0.000023821809,"threshold_uncertainty_score":0.36934632},"labels":[],"label_agreement":null},{"id":"W3046818821","doi":"","title":"Bridging the Gap between Insights and Action: the Role of Analytical Storytelling","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Bridging (networking); Storytelling; Computer science; Action (physics); Physics; Narrative; Linguistics; Computer network","score_opus":0.0828973652342157,"score_gpt":0.35546978640751653,"score_spread":0.2725724211733008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046818821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9203211,0.0013482485,0.014587183,0.029131427,0.006642387,0.0023698704,0.00008423596,0.000051794857,0.025463752],"genre_scores_gemma":[0.9981491,0.000023203203,0.000008529998,0.00032763608,0.0011623362,0.000008087303,0.0000039030497,0.0000045385873,0.00031267668],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983343,0.00024787104,0.00084730244,0.000033387238,0.00042098484,0.00011618968],"domain_scores_gemma":[0.99585897,0.00097568,0.002393057,0.00008891368,0.00063140364,0.00005195208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018362555,0.00006084102,0.00017950185,0.00004624341,0.00061666,0.000064361804,0.0001874513,0.0000838727,0.0000015563403],"category_scores_gemma":[0.0009635907,0.000029776671,0.00010189727,0.00019415694,0.000019908648,0.0006409687,0.000025593898,0.0003298983,0.0000117245045],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030165544,0.00005700363,0.53277284,0.0011696758,0.0011489582,7.176038e-8,0.28652072,0.016968412,0.00016730899,0.041853912,0.092751496,0.026287919],"study_design_scores_gemma":[0.0004844553,0.000065008724,0.027117306,0.00020065205,0.00014599932,0.000002016199,0.041110497,0.01689832,0.00008619944,0.00044371694,0.91337013,0.00007569216],"about_ca_topic_score_codex":0.000021278274,"about_ca_topic_score_gemma":0.0000016658216,"teacher_disagreement_score":0.8206186,"about_ca_system_score_codex":0.00020253517,"about_ca_system_score_gemma":0.00015640288,"threshold_uncertainty_score":0.47429124},"labels":[],"label_agreement":null},{"id":"W3046826967","doi":"","title":"Overcoming the Barriers of an Enterprise Social Media Initiative.","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Social media; Computer science; Business; Knowledge management; Public relations; World Wide Web; Political science","score_opus":0.038662639448348336,"score_gpt":0.28488786584925546,"score_spread":0.24622522640090713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046826967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.720232,0.00022778094,0.007554993,0.035291344,0.015697856,0.0033451861,0.000225662,0.000111528076,0.21731363],"genre_scores_gemma":[0.99885833,0.0000058059813,0.000015668482,0.0002760987,0.0007404006,0.000004141651,0.0000022386826,0.0000030310234,0.00009430335],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.998331,0.0002836459,0.0005893715,0.000026846637,0.0006567245,0.00011240812],"domain_scores_gemma":[0.9969044,0.00036774494,0.0020258983,0.00004595403,0.0005978503,0.000058197995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030862477,0.00005029151,0.00015564168,0.00005677005,0.00053897366,0.00019076557,0.00040688267,0.00006055242,0.0000073315496],"category_scores_gemma":[0.0035241868,0.000032170137,0.00015758813,0.0002489759,0.000029515899,0.0015686123,0.00003690915,0.000114329894,0.000004320639],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010187064,0.000015773207,0.02256132,0.000102430655,0.000253941,1.1391389e-7,0.89799434,0.00055920467,0.000041199288,0.05152902,0.024516417,0.0023243572],"study_design_scores_gemma":[0.0016055332,0.00006742038,0.01096283,0.000082202765,0.00015480124,5.3242775e-7,0.28560367,0.003966625,0.000138148,0.0006317976,0.6966342,0.00015223237],"about_ca_topic_score_codex":0.000014850575,"about_ca_topic_score_gemma":0.000026200436,"teacher_disagreement_score":0.67211777,"about_ca_system_score_codex":0.00024223603,"about_ca_system_score_gemma":0.00013008885,"threshold_uncertainty_score":0.42190352},"labels":[],"label_agreement":null},{"id":"W3046851978","doi":"","title":"Returns to Cloud Computing Investments: The Role of Environmental Uncertainty.","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Cloud computing; Software as a service; Productivity; Investment (military); Production (economics); Computer science; Service (business); Product (mathematics); Industrial organization; Environmental economics; Software; Business; Econometrics; Economics; Microeconomics; Marketing; Software development; Mathematics; Macroeconomics","score_opus":0.007256586266237968,"score_gpt":0.20626455767709667,"score_spread":0.19900797141085871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046851978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52731377,0.0007267695,0.38531256,0.07379381,0.0038120928,0.0042821444,0.00024111694,0.00016785605,0.004349874],"genre_scores_gemma":[0.9981564,0.000003419462,0.00073906034,0.0009789648,0.00009786333,0.0000073072383,0.0000015016419,0.000001931227,0.00001349726],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881154,0.00006952658,0.0006201864,0.00004366445,0.0003600695,0.00009499224],"domain_scores_gemma":[0.9977977,0.00013404456,0.0016807376,0.00018056399,0.00016629962,0.000040653562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010164215,0.000056765228,0.00013742698,0.000050421182,0.00016361693,0.00007804006,0.00084666477,0.00006593246,4.7822533e-7],"category_scores_gemma":[0.00023868146,0.000034646102,0.00010208314,0.0002776938,0.000013910846,0.00035882552,0.00013566083,0.0001380016,0.000007410128],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006330406,0.00012513799,0.013186337,0.00009323799,0.00050001696,1.2810719e-7,0.087186396,0.06567667,0.0022555662,0.7833372,0.023438035,0.024137998],"study_design_scores_gemma":[0.0011097947,0.00025249453,0.00706466,0.00006493667,0.000051057286,0.000022622113,0.013660948,0.30168685,0.0033512234,0.0056349738,0.66690564,0.00019479824],"about_ca_topic_score_codex":0.000004794632,"about_ca_topic_score_gemma":5.4338267e-7,"teacher_disagreement_score":0.7777022,"about_ca_system_score_codex":0.00019005362,"about_ca_system_score_gemma":0.00003799755,"threshold_uncertainty_score":0.1573328},"labels":[],"label_agreement":null},{"id":"W3046909897","doi":"","title":"What the Crowd Sources: A Protocol for a Contribution-Centred Systematic Literature Review of Data Crowdsourcing Research","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Crowdsourcing; Protocol (science); Data science; Computer science; Systematic review; Crowd sourcing; World Wide Web; MEDLINE; Medicine","score_opus":0.10791978135478474,"score_gpt":0.3445764919428019,"score_spread":0.23665671058801713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046909897","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010310835,0.027479993,0.03178091,0.08687795,0.0064576794,0.8408177,0.0010510118,0.0002162638,0.0042874287],"genre_scores_gemma":[0.81684846,0.0014001152,0.0004683641,0.020110484,0.011168975,0.1462001,0.0008727401,0.0001899955,0.002740742],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965041,0.00011614049,0.001847175,0.000100496814,0.0011749599,0.00025709052],"domain_scores_gemma":[0.9864726,0.0007578631,0.006782031,0.0003676075,0.005601945,0.000017925926],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008404434,0.00013894917,0.0005209487,0.00018086743,0.00036762413,0.00243791,0.0012443066,0.00010024465,0.0000019071929],"category_scores_gemma":[0.017546682,0.0000777204,0.00026744945,0.0011894319,0.000025861156,0.010714474,0.0002436062,0.0002745173,0.000016021895],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029806205,0.00006633388,0.0014459699,0.6376855,0.00040261188,4.373442e-7,0.0025923916,0.00037787762,0.00006373386,0.028191002,0.32863054,0.0002456026],"study_design_scores_gemma":[0.0022092406,0.00005662555,0.00012337392,0.21653797,0.00017901881,0.00001143568,0.003320511,0.016114514,0.00006190508,0.00026870825,0.76095325,0.00016344532],"about_ca_topic_score_codex":0.0000051642323,"about_ca_topic_score_gemma":0.0000013184584,"teacher_disagreement_score":0.8158174,"about_ca_system_score_codex":0.0002562787,"about_ca_system_score_gemma":0.00010989111,"threshold_uncertainty_score":0.9985977},"labels":[],"label_agreement":null},{"id":"W3084944666","doi":"10.17705/1jais.00639","title":"Research Perspectives: Design Theory Indeterminacy: What Is it, How Can it Be Reduced, and Why Did the Polar Bear Drown?","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; HEC Montréal","funders":"","keywords":"Indeterminacy (philosophy); Ambiguity; Artifact (error); Design science; Designtheory; Computer science; Relevance (law); Management science; Development theory; Research design; Preference; Epistemology; Knowledge management; Sociology; Artificial intelligence; Engineering; Economics; Human–computer interaction; Social science; Political science","score_opus":0.08783896214934757,"score_gpt":0.36676205461242234,"score_spread":0.2789230924630748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084944666","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024558844,0.00086915784,0.019724155,0.927265,0.0046824766,0.006568397,0.00033460313,0.000060737068,0.015936648],"genre_scores_gemma":[0.9921056,0.00032505146,0.000057077494,0.0052392636,0.0007290966,0.000045311834,0.0000068595045,0.000009463938,0.0014822441],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9951935,0.0018207048,0.0008766715,0.00007879025,0.0017101709,0.00032015413],"domain_scores_gemma":[0.9936166,0.0012078469,0.0022758301,0.00014986913,0.0026240044,0.00012586653],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.017958215,0.00011803857,0.00024161246,0.0001691854,0.0019200695,0.0024265584,0.0005048411,0.00014598385,0.000016225446],"category_scores_gemma":[0.0028952342,0.00007526779,0.00015848625,0.0005855402,0.0001250274,0.005969714,0.00006173468,0.00033702955,0.000009135388],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009602288,0.000007244641,0.00026563884,0.000057170557,0.00013433305,8.2475296e-8,0.77526754,0.00008210242,0.00002605902,0.055566713,0.16751342,0.0009836733],"study_design_scores_gemma":[0.00039825813,0.00008781608,0.000108035274,0.00006138823,0.000024574785,0.000004056694,0.5847388,0.00022640321,0.000083098734,0.00039021592,0.4138123,0.00006503791],"about_ca_topic_score_codex":0.00016489447,"about_ca_topic_score_gemma":0.000028983783,"teacher_disagreement_score":0.96754676,"about_ca_system_score_codex":0.00093504065,"about_ca_system_score_gemma":0.00045236995,"threshold_uncertainty_score":0.9993793},"labels":[],"label_agreement":null},{"id":"W3090054056","doi":"10.17705/1jais.00630","title":"(Re)considering the Concept of Literature Review Reproducibility","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Software Engineering Research","field":"Computer Science","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; HEC Montréal; University of Waterloo","funders":"","keywords":"Terminology; Ambiguity; Transparency (behavior); Field (mathematics); Trustworthiness; Engineering ethics; Systematic review; Process (computing); Epistemology; Management science; Computer science; Data science; Political science; MEDLINE; Linguistics; Law; Engineering","score_opus":0.027570786993916616,"score_gpt":0.27701921086801834,"score_spread":0.2494484238741017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090054056","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015369545,0.08181702,0.6332151,0.24403328,0.015040077,0.007954077,0.00018007412,0.00034660558,0.0020441816],"genre_scores_gemma":[0.9974554,0.0002815421,0.00084033574,0.0010971102,0.00023617914,0.000011875685,0.0000016514647,0.000003967184,0.000071910756],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981839,0.00015567314,0.00080885494,0.000073878124,0.0006796155,0.000098068194],"domain_scores_gemma":[0.9955533,0.00089875975,0.0016435198,0.0004911169,0.0013743805,0.000038909926],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005317351,0.000057957433,0.00020445796,0.00003955312,0.00007313929,0.00017007958,0.00077536557,0.000043070675,6.4457066e-7],"category_scores_gemma":[0.020729234,0.00003188169,0.00016946612,0.0005600784,0.000008918826,0.0012290947,0.000096748925,0.0002125675,0.000002903205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007853247,0.00007657509,0.05748412,0.014072647,0.0010640643,0.000002237378,0.109351926,0.0802449,0.00043649905,0.03897262,0.6803311,0.017884748],"study_design_scores_gemma":[0.0021935534,0.00039141616,0.026448855,0.009847226,0.00012906216,0.0001157256,0.0014030484,0.03916523,0.00652353,0.00041453296,0.9129292,0.00043866236],"about_ca_topic_score_codex":0.0000014623109,"about_ca_topic_score_gemma":1.1308374e-7,"teacher_disagreement_score":0.9820859,"about_ca_system_score_codex":0.00015346518,"about_ca_system_score_gemma":0.000101825,"threshold_uncertainty_score":0.98751956},"labels":[],"label_agreement":null},{"id":"W3098632636","doi":"","title":"From Waste to Inclusive Growth: A Digital Platform for “Ragpickers” in India","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Concordia University","funders":"","keywords":"Inclusive growth; Computer science; Economics; Economic growth","score_opus":0.012026681906121108,"score_gpt":0.21229549873799652,"score_spread":0.20026881683187542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3098632636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89770895,0.000017315606,0.016584886,0.0395986,0.009423536,0.004286098,0.00034121223,0.000063908075,0.031975485],"genre_scores_gemma":[0.99197197,3.4338998e-7,0.000106272164,0.0063778916,0.0012889182,0.000031113817,0.000057820384,0.0000068237755,0.00015882966],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865705,0.000003965852,0.00089035445,0.000046802645,0.00027540093,0.00012642854],"domain_scores_gemma":[0.9971329,0.000102112695,0.0018665227,0.000043895285,0.0008397523,0.0000148159015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007522727,0.00008068828,0.00019991357,0.00020251572,0.0001162452,0.000441958,0.00022839967,0.00007088902,0.0000031380703],"category_scores_gemma":[0.0012305222,0.00006322048,0.00010951628,0.00030103908,0.0000033018002,0.0035979406,0.000069936825,0.0000854621,0.000065096676],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001001964,0.000097359756,0.21467766,0.00080496207,0.0007330195,7.364323e-7,0.059511192,0.007422662,0.00009793053,0.19926448,0.5106824,0.0057056476],"study_design_scores_gemma":[0.00422746,0.000035863282,0.022070922,0.00013548291,0.000035215315,7.8100555e-7,0.023238512,0.008035655,0.00007663174,0.0023361505,0.9395394,0.00026795088],"about_ca_topic_score_codex":0.000021833113,"about_ca_topic_score_gemma":0.0000022945178,"teacher_disagreement_score":0.428857,"about_ca_system_score_codex":0.00053717394,"about_ca_system_score_gemma":0.00007501952,"threshold_uncertainty_score":0.4261811},"labels":[],"label_agreement":null},{"id":"W3106900815","doi":"","title":"To Train or Not to Train? How Training Affects the Diversity of Crowdsourced Data","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Mobile Crowdsensing and Crowdsourcing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Memorial University of Newfoundland","funders":"","keywords":"Training (meteorology); Diversity (politics); Crowdsourcing; Computer science; Training set; Data science; Artificial intelligence; World Wide Web; Geography","score_opus":0.08824991019651553,"score_gpt":0.2701563861884323,"score_spread":0.18190647599191678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106900815","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1979263,0.000016046277,0.7335483,0.06330646,0.002600977,0.001724743,0.0002002985,0.00007371876,0.0006031619],"genre_scores_gemma":[0.99620104,6.410127e-7,0.0013172367,0.002050087,0.00024029569,0.0000032320609,0.000002844845,0.000005036698,0.00017959326],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980339,0.0002090333,0.0005634943,0.000102532824,0.00088657014,0.0002045104],"domain_scores_gemma":[0.9967105,0.000579471,0.0016503431,0.000422043,0.00049899117,0.00013868972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003966872,0.00010897293,0.0003034936,0.00011124574,0.0004229054,0.00049269915,0.0018816205,0.00006871396,5.7666824e-7],"category_scores_gemma":[0.0031373764,0.00006402454,0.00015073689,0.0006265493,0.0000104062265,0.0014556516,0.0004974971,0.0001664555,0.0000047604794],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006032713,0.000053066473,0.0019291877,0.00045916546,0.0006650674,0.0000024615745,0.6378807,0.10168991,0.005634966,0.005362456,0.20025234,0.045467407],"study_design_scores_gemma":[0.006322003,0.0017903156,0.028668532,0.00108457,0.00035450063,0.00015873779,0.08213704,0.40193537,0.006664541,0.00007522568,0.46982524,0.0009839364],"about_ca_topic_score_codex":0.000010276776,"about_ca_topic_score_gemma":0.00000542571,"teacher_disagreement_score":0.79827476,"about_ca_system_score_codex":0.00018128213,"about_ca_system_score_gemma":0.00014669032,"threshold_uncertainty_score":0.47511095},"labels":[],"label_agreement":null},{"id":"W3109593777","doi":"10.17705/1jais.00640","title":"Does a Societal Lockdown Treat Gender the Same? Submission and Reviewing Patterns at JAIS During Spring 2020","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Spring (device); Psychology; Engineering","score_opus":0.04119400528790336,"score_gpt":0.287973414248676,"score_spread":0.24677940896077266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109593777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9746115,0.0012680454,0.00026711135,0.021358995,0.0011325167,0.00097543024,0.000036412235,0.000021506756,0.00032848184],"genre_scores_gemma":[0.99732894,0.00037148022,0.000025605115,0.0011268097,0.0007168619,0.000010066302,0.0000049765417,0.0000080014215,0.00040728596],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983305,0.00010531576,0.00079278613,0.00006534262,0.00055363064,0.00015243975],"domain_scores_gemma":[0.9979448,0.00015884452,0.0012794782,0.000116402356,0.0003904386,0.000110071516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011582202,0.00009876537,0.00027553688,0.000032719247,0.00035249384,0.00009984466,0.00010508909,0.00009118599,0.000005347411],"category_scores_gemma":[0.0006222207,0.000042914045,0.00021913578,0.00012448867,0.0000074822105,0.00043554913,0.000053535703,0.00021282249,0.0000054107045],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020681655,0.00001237315,0.9521465,0.003869011,0.00033049457,0.0000013804988,0.032979872,0.00028312806,0.00091017614,0.000056883953,0.006488705,0.0027146647],"study_design_scores_gemma":[0.0044867266,0.00019638453,0.7898922,0.0012666489,0.00049910916,0.00028892563,0.02559073,0.0040651215,0.0021934942,0.00002732395,0.17124303,0.00025029306],"about_ca_topic_score_codex":0.000019449353,"about_ca_topic_score_gemma":0.0000022777094,"teacher_disagreement_score":0.16475432,"about_ca_system_score_codex":0.00048812508,"about_ca_system_score_gemma":0.000057944726,"threshold_uncertainty_score":0.2711133},"labels":[],"label_agreement":null},{"id":"W3116421875","doi":"","title":"Economics of Data Protection Policies.","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Privacy-Preserving Technologies in Data","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","score_opus":0.07673929584736922,"score_gpt":0.27632593441894404,"score_spread":0.19958663857157483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116421875","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006456292,0.00006042688,0.8957659,0.09288924,0.0024074863,0.0008852068,0.00032678375,0.00010572086,0.0011029439],"genre_scores_gemma":[0.9798539,0.000033341195,0.019456886,0.0003893465,0.00021182968,0.000008226097,0.000014450241,0.000004961144,0.000027047286],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99870723,0.00005190837,0.000797473,0.000055994533,0.00029272228,0.00009468613],"domain_scores_gemma":[0.9943862,0.00010802693,0.0034212256,0.0015866894,0.00047081296,0.000027072223],"candidate_categories":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.0016212476,0.000055430453,0.00016850312,0.00009480627,0.00007073182,0.00018596817,0.0124868015,0.0000824425,2.3332471e-7],"category_scores_gemma":[0.018085334,0.000040941686,0.00006867913,0.00030059498,0.000009606408,0.00504425,0.0072225397,0.00013321995,0.000005068991],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007012907,0.00004758617,0.0045858524,0.0004995543,0.00048372068,1.05527555e-7,0.0032244127,0.008799824,0.000561329,0.0445191,0.9086256,0.028582774],"study_design_scores_gemma":[0.00081625837,0.00012357291,0.0011609754,0.0000661379,0.000024667583,0.000015739231,0.00039252883,0.68610024,0.0018423399,0.005761561,0.30358112,0.000114842645],"about_ca_topic_score_codex":0.000015502957,"about_ca_topic_score_gemma":7.2824673e-7,"teacher_disagreement_score":0.9733976,"about_ca_system_score_codex":0.00024905457,"about_ca_system_score_gemma":0.00011844587,"threshold_uncertainty_score":0.99285614},"labels":[],"label_agreement":null},{"id":"W3117452314","doi":"","title":"Practical Empathy: The Duality of Social and Transactional Roles of Conversational Agents in Giving Health Advice","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"AI in Service Interactions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Advice (programming); Duality (order theory); Empathy; Transactional leadership; Proposition; Computer science; Psychology; Social psychology; Epistemology; Programming language; Mathematics","score_opus":0.05418660415283211,"score_gpt":0.3385440615448778,"score_spread":0.2843574573920457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117452314","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1998713,0.00009197139,0.4760114,0.31710616,0.0034559777,0.0016944376,0.00031948014,0.00004266784,0.001406603],"genre_scores_gemma":[0.9983137,0.0000047712447,0.0008162465,0.0007575689,0.00008192514,0.0000047191406,0.0000022293377,0.000001972022,0.00001686743],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99790734,0.00026165377,0.0010422547,0.000042644035,0.00066122937,0.00008489535],"domain_scores_gemma":[0.9951812,0.0006387202,0.0033522542,0.00006608625,0.0007284199,0.000033292337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021642211,0.000055040517,0.00019729167,0.00007263506,0.00012697274,0.00007431309,0.00026836892,0.000051526345,0.000002191306],"category_scores_gemma":[0.00056759064,0.000038160088,0.000104507715,0.00026297124,0.000016009863,0.0019166648,0.00003428739,0.00017592845,0.0000010976363],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049075426,0.00039008487,0.10339837,0.0018827912,0.00102345,4.6245037e-7,0.54907,0.03736085,0.0003141712,0.2545629,0.047777835,0.0037282968],"study_design_scores_gemma":[0.003764149,0.00032813894,0.474339,0.0002735407,0.00007343586,0.00007595874,0.044504937,0.39945427,0.00043915855,0.0008609897,0.07565023,0.0002361717],"about_ca_topic_score_codex":0.000042589672,"about_ca_topic_score_gemma":0.000016550703,"teacher_disagreement_score":0.7984424,"about_ca_system_score_codex":0.0002570133,"about_ca_system_score_gemma":0.00030317178,"threshold_uncertainty_score":0.15561232},"labels":[],"label_agreement":null},{"id":"W3120249380","doi":"10.17705/1jais.00652","title":"Online Child Sexual Exploitation: A New MIS Challenge","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Cybercrime and Law Enforcement Studies","field":"Computer Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Phenomenon; Affordance; Cybercrime; Key (lock); Computer science; Social phenomenon; Internet privacy; Data science; Computer security; Sociology; World Wide Web; Epistemology; Human–computer interaction; The Internet; Social science","score_opus":0.027669223813106884,"score_gpt":0.2591174634557733,"score_spread":0.23144823964266642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120249380","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027416535,0.0048035346,0.6933553,0.11925439,0.02911067,0.0023176868,0.00017498723,0.000269103,0.123297766],"genre_scores_gemma":[0.97826535,0.00014643521,0.0029911585,0.0018771832,0.0016891188,0.000017456003,0.000032235228,0.000010670602,0.014970375],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984236,0.000060562208,0.0007332717,0.00005059647,0.00060437305,0.00012762951],"domain_scores_gemma":[0.99689955,0.00013691984,0.0017120622,0.0001783478,0.0010247622,0.000048349535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006987412,0.00007764364,0.00018291936,0.00007471412,0.00022790408,0.0002602305,0.0003569137,0.000054375127,0.0000025264412],"category_scores_gemma":[0.00058136985,0.000055642977,0.00014298467,0.0002666691,0.0000037160614,0.0019901805,0.0000630938,0.00011129367,0.0000128514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047136786,0.00033918303,0.0029196108,0.00033856268,0.0013740895,0.0000022265942,0.05805492,0.0115814945,0.00009791935,0.40686336,0.48981014,0.028571356],"study_design_scores_gemma":[0.0016357896,0.00012212739,0.0045378483,0.000110575515,0.000047592817,0.000052976713,0.005615756,0.0032818497,0.00025103372,0.00035343828,0.9838509,0.00014008861],"about_ca_topic_score_codex":0.000018849696,"about_ca_topic_score_gemma":0.000016769387,"teacher_disagreement_score":0.9508488,"about_ca_system_score_codex":0.00025506978,"about_ca_system_score_gemma":0.00016636756,"threshold_uncertainty_score":0.25094086},"labels":[],"label_agreement":null},{"id":"W3121168871","doi":"","title":"Complexity and Information Systems Research in the Emerging Digital World","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sociotechnical system; Computer science; Leverage (statistics); Data science; Context (archaeology); Knowledge management; Digital Revolution; Complexity management; Process (computing); Complexity science; Management science; Engineering; Business; Artificial intelligence","score_opus":0.11623467121740697,"score_gpt":0.384512979186718,"score_spread":0.26827830796931107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121168871","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19107673,0.0006976516,0.0225462,0.1619348,0.020608546,0.020531448,0.001301242,0.00022044453,0.58108294],"genre_scores_gemma":[0.99874365,0.000021243623,0.000016232669,0.00052371365,0.00048087115,0.000038183505,0.000024810339,0.0000032786381,0.00014799453],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99580383,0.00067934056,0.0014898883,0.000040795254,0.0017090657,0.00027707906],"domain_scores_gemma":[0.99524313,0.00070247985,0.0022463973,0.000100057754,0.0016335531,0.000074400596],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.012003344,0.0000872089,0.00021396122,0.0003393472,0.0009555827,0.0021087807,0.000430431,0.00007913653,0.0000022406907],"category_scores_gemma":[0.0017193602,0.00005679407,0.00009501722,0.0011528871,0.000068695,0.0114625245,0.000045559493,0.0002851303,0.000025041147],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000755249,0.000010132852,0.012248197,0.0002377607,0.000049992115,8.25424e-8,0.20009549,0.0013929423,0.0000016815775,0.7571754,0.026907524,0.0018052799],"study_design_scores_gemma":[0.00064032566,0.0000413839,0.002380923,0.00006851209,0.000008455462,0.0000038549974,0.1797147,0.0016099971,0.0000016391233,0.00031842908,0.81514645,0.00006532969],"about_ca_topic_score_codex":0.00029815084,"about_ca_topic_score_gemma":0.000043789583,"teacher_disagreement_score":0.80766696,"about_ca_system_score_codex":0.00059875404,"about_ca_system_score_gemma":0.00019537656,"threshold_uncertainty_score":0.9989271},"labels":[],"label_agreement":null},{"id":"W3123754015","doi":"","title":"The Impact of Social Networking Sites Use on Health-Related Outcomes Among UK Adolescents","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University; Ontario Tech University","funders":"","keywords":"Sleep hygiene; Social media; Unhealthy food; Cohort; Psychology; Healthy eating; Duration (music); Hygiene; Perspective (graphical); Sleep (system call); Environmental health; Media use; Gerontology; Medicine; Obesity; Social psychology; Psychiatry; Physical activity; Physical therapy","score_opus":0.03152111322353216,"score_gpt":0.32296724309240993,"score_spread":0.29144612986887775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123754015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9743461,0.000065658256,0.00013039156,0.019365968,0.0030758579,0.0015205285,0.00006856235,0.000069633,0.0013573011],"genre_scores_gemma":[0.9991839,0.00002046583,0.000005058987,0.00031027474,0.00022192126,0.000003017214,0.0000030220876,0.0000070204856,0.00024530862],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99707395,0.00041125566,0.0012289049,0.000044492062,0.00093326997,0.00030812397],"domain_scores_gemma":[0.9924893,0.0003557116,0.006298282,0.00009626025,0.00066878303,0.00009169966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003161642,0.00011078274,0.00035186013,0.00008961406,0.0011763847,0.00032828504,0.0005165818,0.00020020106,0.0000014838713],"category_scores_gemma":[0.0032208837,0.000064490785,0.00047011932,0.00041842618,0.00007446123,0.00091934786,0.000037041827,0.0003346176,0.0000072077924],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008969184,0.000022793214,0.9451388,0.00002462157,0.0002374723,5.3771085e-8,0.011733512,0.0012282694,0.000003797929,0.0012117907,0.03959815,0.00071101804],"study_design_scores_gemma":[0.0014194768,0.00017230233,0.98091763,0.00022203893,0.000035000816,9.153465e-7,0.0056372867,0.0008287832,0.000008928542,0.000112042224,0.01053849,0.000107131964],"about_ca_topic_score_codex":0.00044786665,"about_ca_topic_score_gemma":0.000050675975,"teacher_disagreement_score":0.035778772,"about_ca_system_score_codex":0.0012620281,"about_ca_system_score_gemma":0.00025847874,"threshold_uncertainty_score":0.9047919},"labels":[],"label_agreement":null},{"id":"W3123988868","doi":"10.17705/1jais.00653","title":"Why Are Women Underrepresented in the American IT Industry? The Role of Explicit and Implicit Gender Identities","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Gender and Technology in Education","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Subconscious; Identity (music); Normative; Psychology; Implicit-association test; Social psychology; Test (biology); Affect (linguistics); Stereotype threat; Gender studies; Sociology; Political science","score_opus":0.02356253622653086,"score_gpt":0.30647032039584476,"score_spread":0.2829077841693139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123988868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97063094,0.00016438878,0.00014029839,0.019168276,0.000644489,0.00037224035,0.000015918975,0.0000075125404,0.008855913],"genre_scores_gemma":[0.99887604,0.000052916206,0.00000560585,0.000721085,0.000103246646,0.000029607023,0.0000013731132,0.0000021410694,0.00020799912],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99851686,0.00033409338,0.00048038748,0.000034861867,0.000493911,0.00013987425],"domain_scores_gemma":[0.9970543,0.0003475886,0.0018773285,0.00012822442,0.0005732614,0.000019318983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025086792,0.000049040227,0.00014877308,0.000098631055,0.00029443984,0.00017027569,0.0003022024,0.00009934823,0.0000027358478],"category_scores_gemma":[0.0010156608,0.00002876944,0.0000646326,0.00049127295,0.000054607262,0.00053186243,0.000029167739,0.00023148958,7.7654425e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020200381,0.0000658422,0.57932997,0.00004541442,0.00023806408,1.7362726e-7,0.3435981,0.0004704161,0.0001011324,0.049327172,0.025568977,0.0012345242],"study_design_scores_gemma":[0.00018636807,0.000012818823,0.13485122,0.00001837006,0.000018900242,0.000009385517,0.8046122,0.000041783267,0.00007380759,0.0059762434,0.054163538,0.000035366564],"about_ca_topic_score_codex":0.00036562292,"about_ca_topic_score_gemma":0.00018701213,"teacher_disagreement_score":0.4610141,"about_ca_system_score_codex":0.00033638178,"about_ca_system_score_gemma":0.00015700352,"threshold_uncertainty_score":0.22646229},"labels":[],"label_agreement":null},{"id":"W3124603218","doi":"","title":"Business Models for Free and Open Source Software: Insights from a Delphi Study","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Delphi method; Delphi; Business model; Computer science; Software; Software development; Knowledge management; Process management; Data science; Business; Marketing","score_opus":0.044488565312324875,"score_gpt":0.2701526453703455,"score_spread":0.22566408005802063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124603218","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029262925,0.000049245205,0.9654777,0.001281746,0.0017014901,0.0019083066,0.00005849891,0.000041778196,0.00021827643],"genre_scores_gemma":[0.9738454,0.00000126986,0.025015019,0.00035869647,0.0002380304,0.00012925312,0.000012391941,0.000012522379,0.00038739224],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978584,0.00012439556,0.0010416486,0.000094518255,0.0007409952,0.00014005035],"domain_scores_gemma":[0.9917114,0.0005716348,0.0028021974,0.0004187854,0.0044168388,0.00007917877],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0024389455,0.00011612297,0.00031323172,0.00018561313,0.00030086204,0.0017527988,0.0019480438,0.00009111607,1.1585409e-7],"category_scores_gemma":[0.003155315,0.00008269,0.00007135584,0.00063333305,0.000009346673,0.008046204,0.00053940766,0.000112970876,0.0000030818514],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048263677,0.00083939347,0.053093296,0.00020622436,0.0018874401,9.3996044e-7,0.22299756,0.3144827,0.000030370747,0.12475267,0.2658001,0.015426703],"study_design_scores_gemma":[0.029879041,0.000977885,0.029088253,0.0004246547,0.00034879404,0.0000658042,0.02545371,0.36777034,0.00006820762,0.112291075,0.4326278,0.0010044341],"about_ca_topic_score_codex":0.00016675176,"about_ca_topic_score_gemma":0.00002094721,"teacher_disagreement_score":0.9445825,"about_ca_system_score_codex":0.00043442604,"about_ca_system_score_gemma":0.00033939912,"threshold_uncertainty_score":0.9992835},"labels":[],"label_agreement":null},{"id":"W3125334212","doi":"10.17705/1jais.00237","title":"A Theory-Driven Design Framework for Social Recommender Systems","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Advanced Text Analysis Techniques","field":"Computer Science","cited_by":138,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; City University of New York","keywords":"Recommender system; Computer science; Competence (human resources); Similarity (geometry); Designtheory; Design science; Artificial intelligence; Information retrieval; Knowledge management; Human–computer interaction; Psychology; Social psychology","score_opus":0.026222151389128694,"score_gpt":0.3018622921912353,"score_spread":0.2756401408021066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125334212","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016300601,0.000016856011,0.9941766,0.0011366395,0.0032435567,0.0008554814,0.000016379849,0.00006545175,0.000325982],"genre_scores_gemma":[0.8218882,0.000005290149,0.17626312,0.000318496,0.0008711318,0.00018488668,0.0000045321003,0.000014657184,0.000449692],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99787766,0.00023464735,0.0010233149,0.000074313895,0.0005775643,0.00021249485],"domain_scores_gemma":[0.9925618,0.0013568309,0.0041411794,0.00026174987,0.0016316359,0.00004676392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051340414,0.00012070218,0.00032051365,0.00021067543,0.00040173667,0.0006248638,0.0010302059,0.00023681144,6.557469e-7],"category_scores_gemma":[0.0019420693,0.00008434384,0.0003467242,0.00034306615,0.000012278744,0.0024507912,0.00006165054,0.00033008974,0.000005477131],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030980267,0.000022085454,0.00025181123,0.000049311973,0.00021355624,3.397823e-8,0.002300001,0.00440332,0.0001885555,0.96792686,0.022273272,0.00234023],"study_design_scores_gemma":[0.0022125724,0.00030558702,0.0007432893,0.00022749003,0.00025180198,0.00004993411,0.0017491209,0.23620106,0.0017698321,0.22487324,0.53102535,0.0005907014],"about_ca_topic_score_codex":0.0000018374009,"about_ca_topic_score_gemma":5.5976983e-7,"teacher_disagreement_score":0.8217252,"about_ca_system_score_codex":0.00039018568,"about_ca_system_score_gemma":0.00011778892,"threshold_uncertainty_score":0.60255754},"labels":[],"label_agreement":null},{"id":"W3126088183","doi":"","title":"The Future of Prediction: How Google Searches Foreshadow Housing Prices and Quantities","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Index (typography); The Internet; Set (abstract data type); Government (linguistics); Sample (material); Econometrics; Quarter (Canadian coin); Computer science; Business; Economics; World Wide Web","score_opus":0.02520806520368501,"score_gpt":0.26417792916614896,"score_spread":0.23896986396246395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126088183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90419716,0.0144476555,0.0045567886,0.040486068,0.0153711485,0.0048534772,0.0028834105,0.00014693361,0.013057338],"genre_scores_gemma":[0.9985203,0.0001373655,0.000116247815,0.000053797972,0.00054666895,0.000007722352,0.00002411703,0.0000049770547,0.0005888031],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857765,0.00007929706,0.0004960931,0.000028906616,0.00071695354,0.00010107158],"domain_scores_gemma":[0.99628764,0.00020516128,0.0018337589,0.00012593855,0.0014811063,0.00006638987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002406591,0.00006113923,0.00020267566,0.000075420256,0.00014909779,0.00017269664,0.00012019977,0.000059928214,4.266096e-7],"category_scores_gemma":[0.0009446441,0.000032821008,0.000100849196,0.00014298152,0.000030426048,0.00083841407,0.000028973622,0.00010472191,0.0000010760506],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081713946,0.000053203417,0.61697996,0.0010159671,0.00085383176,4.5423403e-7,0.007253691,0.0006758722,0.000070396934,0.007964526,0.35813454,0.0061804233],"study_design_scores_gemma":[0.002376856,0.00026540697,0.13862135,0.00029833135,0.00013624551,0.000054201508,0.024583187,0.0031520554,0.0001296101,0.00015682231,0.8301531,0.00007282909],"about_ca_topic_score_codex":0.0000074187797,"about_ca_topic_score_gemma":0.000010234779,"teacher_disagreement_score":0.4783586,"about_ca_system_score_codex":0.00021202293,"about_ca_system_score_gemma":0.00020649709,"threshold_uncertainty_score":0.16653177},"labels":[],"label_agreement":null},{"id":"W3128274611","doi":"","title":"Can Digital Platforms help SMEs Develop Organizational Capabilities? A Qualitative Field Study","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Field (mathematics); Knowledge management; Computer science; Business; Data science","score_opus":0.07616195441558693,"score_gpt":0.35683985151947184,"score_spread":0.2806778971038849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128274611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97578675,0.000011626878,0.007928965,0.013027685,0.0014944335,0.00080034527,0.00023120019,0.000047457677,0.00067152455],"genre_scores_gemma":[0.99819666,6.608749e-7,0.00009323949,0.0006915194,0.00012393725,0.000012557449,0.0000092948585,0.000005740529,0.0008664005],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99617296,0.000102084516,0.0017390975,0.00009018448,0.0017478178,0.00014784616],"domain_scores_gemma":[0.9910391,0.0015027928,0.0032428706,0.00016648442,0.0039634146,0.000085325766],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0036992233,0.00011378862,0.00032188525,0.00022557534,0.00025758083,0.0005854751,0.00071690907,0.00014071752,0.000019994484],"category_scores_gemma":[0.028003365,0.00006865456,0.00015366373,0.0010635599,0.000019491396,0.0020584937,0.000088459805,0.00023362602,0.00006017053],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012532287,0.000100979596,0.7437192,0.000019183233,0.0002088128,4.5049094e-7,0.17315611,0.0008487654,0.0000113587785,0.019518605,0.06141784,0.00087332295],"study_design_scores_gemma":[0.004046671,0.0009895946,0.10855203,0.00004983757,0.00009057607,0.000040144852,0.8025375,0.0011893766,0.00023533519,0.015508273,0.06636198,0.00039868266],"about_ca_topic_score_codex":0.000007009944,"about_ca_topic_score_gemma":0.0000071939407,"teacher_disagreement_score":0.63516724,"about_ca_system_score_codex":0.00033470063,"about_ca_system_score_gemma":0.00030799457,"threshold_uncertainty_score":0.9801842},"labels":[],"label_agreement":null},{"id":"W3128581029","doi":"","title":"Using Machine Learning to Improve the Sustainability of the Online Review Market","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Sentiment Analysis and Opinion Mining","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Sustainability; Computer science; Machine learning","score_opus":0.024981044985258626,"score_gpt":0.28979219515022125,"score_spread":0.26481115016496265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128581029","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06791243,0.006128332,0.60293496,0.30292636,0.009950564,0.007700649,0.00014995823,0.000083727056,0.002213042],"genre_scores_gemma":[0.99520725,0.00009138021,0.0010081892,0.0029289844,0.00025872138,0.0000063081307,0.0000027174367,0.0000050049416,0.0004914646],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980245,0.00030649354,0.0009154314,0.000046009372,0.00060968066,0.000097872646],"domain_scores_gemma":[0.9952433,0.00021670424,0.0031135615,0.00019141023,0.0012005363,0.000034465505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035357515,0.00006409564,0.00022189209,0.000040894032,0.00020762943,0.00014425782,0.0007499481,0.000028990584,0.0000019373813],"category_scores_gemma":[0.0029707064,0.000030058414,0.00029138286,0.0006034028,0.0000063518223,0.00068945275,0.0001615385,0.0001588773,9.511535e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023729976,0.00024164804,0.3301362,0.007837214,0.0024015175,4.0931303e-7,0.05749021,0.40306002,0.0014905161,0.022594664,0.14086176,0.03364852],"study_design_scores_gemma":[0.0005087085,0.000087613684,0.00615061,0.0005559331,0.00013955642,0.0000053489534,0.0019719938,0.7605929,0.00020902888,0.000061317194,0.22961429,0.00010275463],"about_ca_topic_score_codex":0.00001426032,"about_ca_topic_score_gemma":9.926711e-7,"teacher_disagreement_score":0.9272948,"about_ca_system_score_codex":0.00027255935,"about_ca_system_score_gemma":0.00012257592,"threshold_uncertainty_score":0.35564277},"labels":[],"label_agreement":null},{"id":"W3128686545","doi":"","title":"Where Does the Data Go? Data Modelling and Reuse in Crowdsourcing for Social Innovation","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Crowdsourcing; Reuse; Computer science; Data science; Social innovation; World Wide Web; Engineering","score_opus":0.10458421534477638,"score_gpt":0.27465633460760625,"score_spread":0.17007211926282986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128686545","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33183643,0.00033568096,0.39353585,0.25575098,0.0069340337,0.0066911625,0.0006510377,0.00016823706,0.0040965937],"genre_scores_gemma":[0.9964767,0.0000086249065,0.00076448533,0.001426169,0.0010793242,0.000019683917,0.0001547098,0.000007993354,0.0000622709],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987026,0.000023574385,0.00080608454,0.0000774722,0.00027250207,0.000117757656],"domain_scores_gemma":[0.99659145,0.00013182824,0.0022704331,0.00023153618,0.00077179866,0.0000029284863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004560762,0.000076249504,0.00017041183,0.000135205,0.00042284658,0.00035457013,0.0010869371,0.00011570012,3.8980295e-7],"category_scores_gemma":[0.002364404,0.000044921446,0.000025989406,0.0006686947,0.000020600057,0.0036268272,0.0005478341,0.00019978247,0.0000016033019],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042503217,0.00006561015,0.06564837,0.0023027225,0.0006570331,2.7269553e-7,0.021492617,0.011968295,0.0000977624,0.5614574,0.32253554,0.013349368],"study_design_scores_gemma":[0.0013947142,0.000007477286,0.0031044374,0.00010310329,0.000071706454,9.766229e-7,0.0095211,0.2873576,0.00001815935,0.0051692654,0.69309914,0.00015231171],"about_ca_topic_score_codex":0.000015265034,"about_ca_topic_score_gemma":0.000008291301,"teacher_disagreement_score":0.6646403,"about_ca_system_score_codex":0.0001126183,"about_ca_system_score_gemma":0.00004970455,"threshold_uncertainty_score":0.3419128},"labels":[],"label_agreement":null},{"id":"W3128951498","doi":"","title":"Senior Scholars’ Consortium: How can IS scholars increase global sustainability, both collectively and personally?","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Queen's University","funders":"","keywords":"Sustainability; Computer science; Political science; Engineering ethics; Business; Engineering; Biology","score_opus":0.01701379873509413,"score_gpt":0.29627174080139423,"score_spread":0.2792579420663001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128951498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8201524,0.00022191675,0.0061957603,0.14140847,0.0039789984,0.00605738,0.0018703482,0.0001142561,0.020000445],"genre_scores_gemma":[0.997026,0.000019864674,0.00007712408,0.0018606315,0.00031914486,0.000021798867,0.000009763986,0.0000049119303,0.0006607122],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971593,0.00049162656,0.00089595676,0.000071213515,0.0011257209,0.00025619467],"domain_scores_gemma":[0.9932672,0.00021715667,0.0029036386,0.000083290724,0.0033314591,0.00019730562],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0045483983,0.00012028204,0.00028055697,0.00008865916,0.0011386469,0.0013626564,0.0002717013,0.00014155182,0.00000747823],"category_scores_gemma":[0.005224907,0.000095817515,0.00017577384,0.0005757104,0.000060111994,0.0043151034,0.0000476041,0.00018382771,0.0000040292107],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004780492,0.00003994874,0.34579602,0.0005801862,0.0006058249,5.54259e-7,0.32738182,0.00024585793,0.00003624733,0.19862123,0.12368056,0.0025337113],"study_design_scores_gemma":[0.002194777,0.00014146321,0.02038791,0.000050634473,0.000089504094,0.000013920752,0.2568406,0.00042480425,0.000030979638,0.00068242074,0.71895635,0.00018663108],"about_ca_topic_score_codex":0.00046857746,"about_ca_topic_score_gemma":0.00007290982,"teacher_disagreement_score":0.5952758,"about_ca_system_score_codex":0.0023157075,"about_ca_system_score_gemma":0.0010780209,"threshold_uncertainty_score":0.999674},"labels":[],"label_agreement":null},{"id":"W3135033012","doi":"","title":"Algorithmic Controls and their Implications for Gig Worker Well-being and Behavior","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Human–computer interaction","score_opus":0.014589588829503284,"score_gpt":0.2531267589383699,"score_spread":0.2385371701088666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135033012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37496197,0.0012588946,0.28250787,0.19324507,0.0068916576,0.01845457,0.0011509728,0.0002385899,0.121290416],"genre_scores_gemma":[0.9989093,0.00004334322,0.00010557474,0.0004456491,0.00025707265,0.0000752378,0.000007827139,0.0000036181038,0.00015237392],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914294,0.000048434387,0.0005397286,0.000036884223,0.0001115383,0.00012046549],"domain_scores_gemma":[0.99816483,0.0003229151,0.0009776566,0.000037744383,0.00041955936,0.00007728468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012170678,0.00006195453,0.00016076972,0.00004776264,0.0004504755,0.00044356432,0.00011579655,0.000079776604,7.004958e-7],"category_scores_gemma":[0.00035739414,0.000044693566,0.00010034789,0.000113313574,0.000023362236,0.0021881138,0.0000089560535,0.000068114554,0.0000019315346],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002537831,0.00009186142,0.09366334,0.0003615594,0.00057032506,4.031176e-8,0.18475273,0.00092846656,0.00014399884,0.5120097,0.017701885,0.1895223],"study_design_scores_gemma":[0.00193843,0.00010210135,0.018644447,0.00006904062,0.000117924945,0.000004938445,0.01529699,0.0017494549,0.00003863264,0.0024895528,0.9594019,0.00014658237],"about_ca_topic_score_codex":0.0000087718145,"about_ca_topic_score_gemma":0.000006207559,"teacher_disagreement_score":0.94170004,"about_ca_system_score_codex":0.00013892104,"about_ca_system_score_gemma":0.000071157934,"threshold_uncertainty_score":0.42773008},"labels":[],"label_agreement":null},{"id":"W3136706409","doi":"","title":"NeuroIS: Status, rewarding research questions, and future directions","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science; Data science; Engineering ethics; Engineering","score_opus":0.05136674661084923,"score_gpt":0.32235521791768684,"score_spread":0.2709884713068376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136706409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7809402,0.0020930609,0.0055824947,0.16106358,0.026370997,0.0036216974,0.0004837969,0.00030493067,0.019539254],"genre_scores_gemma":[0.99768513,0.00026496174,0.00007470258,0.00070295215,0.0010059183,0.000008326582,9.827556e-7,0.000005558827,0.00025146757],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998274,0.00036565668,0.0005249958,0.0000613304,0.00060887355,0.00016512336],"domain_scores_gemma":[0.99780583,0.00059578585,0.00085819844,0.000074299205,0.0005822793,0.000083615116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014845028,0.000060923263,0.00013503144,0.00013446104,0.0004258624,0.0004452137,0.00020300869,0.000060337083,8.676901e-7],"category_scores_gemma":[0.0028326132,0.000041382656,0.00008095052,0.00040880463,0.000016887918,0.0013162793,0.00005108033,0.00030486882,0.0000084294325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060859835,0.00017893448,0.039301734,0.0012761017,0.00036335524,0.000003455225,0.12181318,0.012591115,0.0439082,0.10975288,0.6293276,0.040874854],"study_design_scores_gemma":[0.00034689758,0.000098387725,0.0019004372,0.00004887012,0.000010571013,0.0000281601,0.0018501108,0.0036188927,0.0016719706,0.00007744091,0.99029696,0.000051314808],"about_ca_topic_score_codex":0.0000072853895,"about_ca_topic_score_gemma":5.621362e-7,"teacher_disagreement_score":0.36096933,"about_ca_system_score_codex":0.00019197141,"about_ca_system_score_gemma":0.00007136073,"threshold_uncertainty_score":0.4293206},"labels":[],"label_agreement":null},{"id":"W3136995062","doi":"","title":"Business Technology Management as Transdisciplinary IS-IT Competency Framework","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Knowledge management; Technology management; Computer science; Process management; Business","score_opus":0.03853342405259448,"score_gpt":0.280984601322933,"score_spread":0.24245117727033855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136995062","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08298712,0.00062679756,0.19615781,0.55874497,0.023773342,0.0047960784,0.00020637958,0.00038529682,0.1323222],"genre_scores_gemma":[0.99230295,0.00003131385,0.0003754295,0.0056698993,0.0011376869,0.000019733785,0.000020644542,0.000011542233,0.00043078852],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982418,0.000010023853,0.00088114786,0.00007572831,0.00061443995,0.00017687464],"domain_scores_gemma":[0.99630564,0.000054166416,0.0020596136,0.0001617246,0.0014047556,0.000014086527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006567056,0.0001280335,0.00025910564,0.00027598182,0.00024779618,0.00044202985,0.00068032794,0.00015727516,0.00003551938],"category_scores_gemma":[0.00048366925,0.00009020886,0.00014797343,0.0013827112,0.000020807782,0.0031525388,0.00012633536,0.00020168952,0.00030237983],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046306575,0.00016994,0.031133702,0.00437866,0.00083696604,0.0000042789084,0.006139968,0.008570669,0.00008641286,0.585935,0.3526002,0.009681114],"study_design_scores_gemma":[0.0005711071,0.000018784565,0.0036858616,0.00037583106,0.00015502819,0.000010866347,0.005813498,0.002924025,0.000044879293,0.0053629805,0.98086476,0.00017239519],"about_ca_topic_score_codex":0.000006789079,"about_ca_topic_score_gemma":5.9856103e-7,"teacher_disagreement_score":0.9093158,"about_ca_system_score_codex":0.00011164575,"about_ca_system_score_gemma":0.000042812124,"threshold_uncertainty_score":0.42625043},"labels":[],"label_agreement":null},{"id":"W3143462856","doi":"","title":"An Intervention Model for Cyberbullying Based on the General Theory of Crime and Routine Activity Theory","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Cancer Society Research Institute; RMIT University; Australian Government","keywords":"Intervention (counseling); Psychology; Computer science; Criminology; Psychiatry","score_opus":0.03471132954790681,"score_gpt":0.3052892166575214,"score_spread":0.2705778871096146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3143462856","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21953961,0.000056856887,0.7751122,0.0016036928,0.0011653278,0.0010584113,0.00012460991,0.00002162433,0.0013176656],"genre_scores_gemma":[0.99863714,0.0000026411506,0.00019616031,0.000561579,0.00019906007,0.00003179577,0.000012127452,0.000009765041,0.00034974283],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99834025,0.0005444484,0.00064486335,0.00006224178,0.00029645895,0.00011173038],"domain_scores_gemma":[0.99587154,0.00060987816,0.0028055478,0.00013627378,0.0005337439,0.000043029126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004168071,0.000094363386,0.00020318835,0.00008024095,0.00022662157,0.000086707056,0.00020094212,0.0001094153,0.000009515611],"category_scores_gemma":[0.00081630284,0.000055124354,0.00019690517,0.000107116306,0.000016448797,0.0005682212,0.00001436802,0.00013500471,0.0000013750672],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006990498,0.00045486583,0.013930222,0.0006254533,0.0007700311,1.3460647e-7,0.053107563,0.42805716,0.0020591859,0.46539673,0.015490652,0.013117491],"study_design_scores_gemma":[0.0026438052,0.0003665834,0.0074428944,0.00020387811,0.0001321774,0.0000028981362,0.0028164957,0.98259026,0.0006096148,0.0016392418,0.001444472,0.00010769339],"about_ca_topic_score_codex":0.0000051799802,"about_ca_topic_score_gemma":4.7326336e-7,"teacher_disagreement_score":0.7790975,"about_ca_system_score_codex":0.00010256015,"about_ca_system_score_gemma":0.000041673247,"threshold_uncertainty_score":0.22479059},"labels":[],"label_agreement":null},{"id":"W3168418538","doi":"","title":"Toward a Service Design Method for Telehealth Personalization.","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Personalization; Telehealth; Computer science; Service (business); Service design; Service delivery framework; Human–computer interaction; World Wide Web; Telemedicine; Business; Health care","score_opus":0.04801410980478523,"score_gpt":0.33037868585062774,"score_spread":0.28236457604584253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168418538","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00064415555,0.00015901634,0.96044856,0.032803874,0.0028424074,0.0013134895,0.00006611553,0.000057380243,0.0016650122],"genre_scores_gemma":[0.8531479,0.00020564931,0.12675592,0.008054995,0.0022044715,0.0003571476,0.00005811288,0.000047213765,0.009168564],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979043,0.0004617625,0.00072759134,0.00005397853,0.00064213213,0.0002102435],"domain_scores_gemma":[0.9924441,0.0009063199,0.002248599,0.00010382744,0.0042400877,0.000057071127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057646064,0.00007201812,0.00022074372,0.00011755795,0.0005393325,0.00020906556,0.0003214559,0.00020227222,0.0000031973052],"category_scores_gemma":[0.0051006135,0.000057347443,0.00017430943,0.00057560706,0.000010745293,0.0010889451,0.000019854035,0.000119678545,0.000006486647],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026735215,0.00015963736,0.0090726465,0.0013772985,0.0010271835,7.48454e-7,0.28859034,0.016657205,0.00033234386,0.37247446,0.2990471,0.010993663],"study_design_scores_gemma":[0.0015905659,0.000053166088,0.0007957792,0.0001274432,0.000099539684,0.000022108725,0.03585333,0.0063609486,0.0004280093,0.00207626,0.95246917,0.00012365915],"about_ca_topic_score_codex":0.00009638476,"about_ca_topic_score_gemma":0.000088101144,"teacher_disagreement_score":0.8525038,"about_ca_system_score_codex":0.00096965075,"about_ca_system_score_gemma":0.001041892,"threshold_uncertainty_score":0.6106279},"labels":[],"label_agreement":null},{"id":"W3172922258","doi":"","title":"Non-Adoption of Crypto-Assets: Exploring the Role of Trust, Self-Efficacy, and Risk","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Business; Risk analysis (engineering); Computer science; Knowledge management; Computer security","score_opus":0.01159702967235572,"score_gpt":0.2025499719521181,"score_spread":0.1909529422797624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172922258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99334353,0.0001308929,0.0008995233,0.00017780381,0.0009904038,0.00030806797,0.000021502787,0.000012734291,0.004115534],"genre_scores_gemma":[0.9994815,0.000061211096,0.00007846488,0.000027597174,0.00025273542,0.000009759525,0.0000067494457,0.0000065717163,0.00007538328],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845445,0.000018725814,0.0009302291,0.00004154682,0.00044894498,0.000106108746],"domain_scores_gemma":[0.9936685,0.00015409237,0.0048375037,0.00011797307,0.0012155778,0.000006384878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017035014,0.00008030094,0.00022637605,0.00015409067,0.00014332792,0.00027060843,0.00018384392,0.000053691354,0.000001001374],"category_scores_gemma":[0.0010530555,0.0000534127,0.00014164613,0.00040907864,0.000011966678,0.0035474745,0.000071476876,0.00012131576,0.0000057039188],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021723605,0.00029427398,0.86343056,0.0018654324,0.0009246858,3.8711013e-7,0.0050238864,0.00917808,0.0018809407,0.089643665,0.0087777255,0.0187631],"study_design_scores_gemma":[0.0029566197,0.00007263278,0.5316766,0.0009525537,0.0004533456,0.000018573,0.010160065,0.018788977,0.0047596656,0.0020150964,0.42786697,0.00027893743],"about_ca_topic_score_codex":0.000040505263,"about_ca_topic_score_gemma":0.0000037823195,"teacher_disagreement_score":0.41908923,"about_ca_system_score_codex":0.00013305413,"about_ca_system_score_gemma":0.000041478466,"threshold_uncertainty_score":0.26094833},"labels":[],"label_agreement":null},{"id":"W3174155679","doi":"","title":"AN INVESTIGATION OF THE INTERPLAY BETWEEN EMOTIONAL CONGRUENCE AND REGULATORY FIT IN PHISHING SUSCEPTIBILITY","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Congruence (geometry); Phishing; Computer science; Psychology; Social psychology; The Internet; World Wide Web","score_opus":0.02742464044219602,"score_gpt":0.31856164700316236,"score_spread":0.29113700656096636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174155679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99618965,0.0000175996,0.00023092919,0.0014419719,0.00075555156,0.00025201324,0.000031728967,0.000004769408,0.0010757669],"genre_scores_gemma":[0.9994581,0.000005932177,0.000051664658,0.0001552182,0.00012154003,9.3948375e-7,0.0000056070294,0.0000018587449,0.00019917685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99781954,0.00044574257,0.0008599791,0.000035589088,0.00073277054,0.00010637605],"domain_scores_gemma":[0.99586964,0.00029163974,0.0025536285,0.000118286705,0.0011051985,0.00006163659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005190117,0.0000522568,0.00015728227,0.00008771095,0.00025121841,0.00020320254,0.00022059861,0.00010507353,0.0000049028827],"category_scores_gemma":[0.0028129322,0.000035888523,0.000081640304,0.00033468264,0.00006107689,0.0030898752,0.000024480314,0.00014405051,8.6602694e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015295922,0.000014828119,0.8681376,0.00010658983,0.000042079882,2.902083e-8,0.11106741,0.0017837882,0.00038307798,0.014987025,0.0021038244,0.0013584886],"study_design_scores_gemma":[0.000539751,0.000022092883,0.9681685,0.00022417413,0.000017304028,0.0000029393611,0.024868341,0.0006946972,0.00062172423,0.0006751284,0.0041050185,0.000060303264],"about_ca_topic_score_codex":0.00013940466,"about_ca_topic_score_gemma":0.0002303493,"teacher_disagreement_score":0.10003096,"about_ca_system_score_codex":0.00054932176,"about_ca_system_score_gemma":0.0005071515,"threshold_uncertainty_score":0.3367546},"labels":[],"label_agreement":null},{"id":"W3174928016","doi":"","title":"Talent Management of Transdisciplinary Roles in Digital Projects: Designing a Business Technology Management Body of Knowledge.","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Knowledge management; Technology management; Business; Body of knowledge; Design management; Computer science; Information management; Process management; Engineering management; Engineering","score_opus":0.011239963029262322,"score_gpt":0.22467102671300182,"score_spread":0.21343106368373949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174928016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91678596,0.0009283518,0.008415377,0.0011249478,0.0017963111,0.0027515874,0.000029718003,0.000053230993,0.06811451],"genre_scores_gemma":[0.998846,0.00004920961,0.00013285564,0.000020582782,0.00011177546,0.000041741197,0.00001538145,0.000010122908,0.00077231054],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99788564,0.00001603458,0.0012835269,0.00008399717,0.00054451363,0.00018628521],"domain_scores_gemma":[0.99617904,0.000038119855,0.0024858147,0.0001846966,0.0011047311,0.000007589432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009259185,0.00013092255,0.00035332752,0.00085345906,0.000089438356,0.00017772435,0.00033663824,0.00007871871,0.0000032048124],"category_scores_gemma":[0.00006641231,0.00010365663,0.00018842306,0.0013259953,0.00002128294,0.001700405,0.00016862822,0.00008081131,0.00000935413],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012023244,0.004925732,0.35033372,0.0626146,0.006996951,0.000082759754,0.017458454,0.07461463,0.00073568407,0.4236241,0.014039708,0.04337133],"study_design_scores_gemma":[0.020972313,0.00026199056,0.2934508,0.01345934,0.0020615587,0.000044968063,0.20110564,0.011730601,0.0016583633,0.006440141,0.44751686,0.0012974441],"about_ca_topic_score_codex":0.0000024354085,"about_ca_topic_score_gemma":0.000003004799,"teacher_disagreement_score":0.43347713,"about_ca_system_score_codex":0.0001810687,"about_ca_system_score_gemma":0.000027880105,"threshold_uncertainty_score":0.42269948},"labels":[],"label_agreement":null},{"id":"W3174983700","doi":"","title":"Factors Influencing Learner Trust in Web-Based Learning in Higher Education: An Information Systems Perspective","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Perspective (graphical); Computer science; Knowledge management; World Wide Web; Information system; Artificial intelligence; Political science","score_opus":0.02797061254703426,"score_gpt":0.31224037161016127,"score_spread":0.284269759063127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174983700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9568206,0.00024767595,0.00012800048,0.0037655868,0.0055117663,0.00080648955,0.000016158763,0.00005500217,0.03264871],"genre_scores_gemma":[0.99715644,0.000012800803,0.000063154555,0.00012993856,0.00040672196,0.000019364987,0.00002692719,0.000006433346,0.0021782143],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99696255,0.00075025705,0.0011030523,0.0000643011,0.0008748082,0.00024501487],"domain_scores_gemma":[0.9950826,0.00027622381,0.0023309963,0.00010246621,0.0021342356,0.00007346042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036276737,0.00011423506,0.00028151716,0.00049369957,0.00035919165,0.0006374813,0.00022878345,0.00021248407,0.000012984489],"category_scores_gemma":[0.002258555,0.000091829694,0.00013520873,0.00092665385,0.000016773869,0.0057790694,0.000017318582,0.00049811124,0.000009166533],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004627152,0.000107945954,0.61959285,0.00014239177,0.000058708218,3.7749e-7,0.060475443,0.26480976,0.00003416029,0.051902927,0.0009810603,0.0018481014],"study_design_scores_gemma":[0.0011879953,0.000051887928,0.079365514,0.0003108147,0.000024061208,0.0000018517944,0.27822185,0.0036782299,0.000018272833,0.000060534207,0.63691753,0.00016144903],"about_ca_topic_score_codex":0.0005734828,"about_ca_topic_score_gemma":0.0002925769,"teacher_disagreement_score":0.6359365,"about_ca_system_score_codex":0.0031440968,"about_ca_system_score_gemma":0.003099568,"threshold_uncertainty_score":0.8221704},"labels":[],"label_agreement":null},{"id":"W3176425574","doi":"","title":"Service Design Methods’ Ability to Personalize Telehealth: A Systematic Literature Review","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Telehealth; Computer science; Systematic review; Service (business); Telemedicine; Health care; MEDLINE; Business","score_opus":0.04076749138710128,"score_gpt":0.3104918957200381,"score_spread":0.2697244043329368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176425574","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009577704,0.11464863,0.2062895,0.59055525,0.039629105,0.027278118,0.00014456196,0.00035807112,0.011519084],"genre_scores_gemma":[0.11141747,0.0040467298,0.040114474,0.82425606,0.015069544,0.001200089,0.00046847065,0.00014810666,0.0032790266],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974379,0.00026152254,0.0014244211,0.000077098586,0.0006409768,0.00015806971],"domain_scores_gemma":[0.98739487,0.00036277965,0.0037157761,0.0002582961,0.008252376,0.000015932168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010665882,0.00012202675,0.0004444038,0.00018815478,0.00020072138,0.0006544551,0.00030258897,0.00009140994,0.0000065316112],"category_scores_gemma":[0.0060181315,0.00008206358,0.0001818137,0.002194581,0.0000019252486,0.0029977092,0.000049701637,0.00016325137,0.00006348139],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012926692,0.000092599425,0.0010358684,0.78302467,0.0004023203,0.0000010257506,0.0045981975,0.0030457675,0.0006064388,0.022803579,0.18211526,0.0021449914],"study_design_scores_gemma":[0.0016171432,0.00004504093,0.0024592567,0.119322896,0.0009517342,0.00014699504,0.0054292735,0.0054177237,0.0002733173,0.0017490154,0.86206573,0.00052185584],"about_ca_topic_score_codex":0.00001694212,"about_ca_topic_score_gemma":0.0000044244734,"teacher_disagreement_score":0.6799505,"about_ca_system_score_codex":0.00034187373,"about_ca_system_score_gemma":0.00013084697,"threshold_uncertainty_score":0.7204701},"labels":[],"label_agreement":null},{"id":"W3176442497","doi":"","title":"Information Systems Promoting Habit Formation for Users: From Theories to Design Principles","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Habit; Information system; Human–computer interaction; Psychology; Engineering; Social psychology","score_opus":0.03996535319651086,"score_gpt":0.3072200430725901,"score_spread":0.26725468987607925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176442497","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017610589,0.00011875,0.9483738,0.0039242953,0.012963503,0.007274026,0.0009737405,0.000112654714,0.008648654],"genre_scores_gemma":[0.9936148,0.000028229271,0.0027273651,0.0005825057,0.0012013011,0.0004435927,0.00029741725,0.000016137277,0.0010886434],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949727,0.00063854334,0.0025487153,0.00006760602,0.0013828644,0.00038958582],"domain_scores_gemma":[0.9866641,0.0011477565,0.00556402,0.00021912114,0.0062731397,0.00013184428],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.009134859,0.00017889729,0.00040444423,0.00028527927,0.0013359551,0.0020548159,0.00042878007,0.00021302456,0.0000059655513],"category_scores_gemma":[0.0067768637,0.00014378925,0.00027824982,0.0006082334,0.000024055382,0.011897524,0.00005225713,0.00013585547,0.000040314542],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031409494,0.000035994675,0.0023319582,0.0005829353,0.00036154225,9.441004e-8,0.29330102,0.036866263,0.00017956429,0.6346687,0.028270274,0.0030875478],"study_design_scores_gemma":[0.0013963036,0.00010267583,0.00043266735,0.00029390425,0.00008365278,0.000007134636,0.13871613,0.004398055,0.0010526384,0.0009724868,0.85233974,0.00020460959],"about_ca_topic_score_codex":0.0001810082,"about_ca_topic_score_gemma":0.00004361398,"teacher_disagreement_score":0.97600424,"about_ca_system_score_codex":0.0016954801,"about_ca_system_score_gemma":0.00068439177,"threshold_uncertainty_score":0.9999642},"labels":[],"label_agreement":null},{"id":"W3177023130","doi":"","title":"Key performance indicators for crisis-ready organizations in the era of massive data: The case of the cultural sector","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Balanced scorecard; Performance indicator; Agile software development; Business; Originality; Economic indicator; Relevance (law); Crisis management; Process management; Marketing; Political science; Economics; Management","score_opus":0.04018691625887709,"score_gpt":0.27187283047700306,"score_spread":0.23168591421812595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177023130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9784502,0.0003896739,0.0023952867,0.011292747,0.002590727,0.0014388621,0.002525898,0.0000054990173,0.00091115636],"genre_scores_gemma":[0.99915814,0.000043222386,0.000033534692,0.0004713912,0.00012139149,0.000014468581,0.000036300815,0.000005862973,0.00011567014],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982591,0.00009254566,0.0013189933,0.000057547037,0.00014441638,0.00012736097],"domain_scores_gemma":[0.9934231,0.0005900538,0.004866498,0.0003902001,0.00071205356,0.000018114273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003206491,0.00007817882,0.00026635197,0.00011129071,0.00023655724,0.00012347363,0.0006608204,0.000086425694,0.0000043268847],"category_scores_gemma":[0.0043470412,0.000040374747,0.0001238067,0.00084666256,0.00002083342,0.0011893612,0.00007546283,0.00021249516,0.000003258882],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010875662,0.00021057816,0.5668939,0.0010228076,0.0010513365,0.000001199527,0.12666845,0.05081933,0.00008865429,0.117596895,0.1348575,0.0006805899],"study_design_scores_gemma":[0.008232424,0.00028316057,0.31396025,0.0005828143,0.0004462285,0.0005670133,0.10299272,0.06250679,0.002054377,0.0021900714,0.5055608,0.00062336406],"about_ca_topic_score_codex":0.00012324957,"about_ca_topic_score_gemma":0.000050285067,"teacher_disagreement_score":0.37070328,"about_ca_system_score_codex":0.00040817022,"about_ca_system_score_gemma":0.00022277664,"threshold_uncertainty_score":0.5204128},"labels":[],"label_agreement":null},{"id":"W3177120446","doi":"","title":"Can Competition Though Leaderboards Lead to Better Engagement and Learning of Data Science Concepts? An Experimental Study","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Polytechnique Montréal","funders":"","keywords":"Competition (biology); Lead (geology); Computer science; Industrial organization; Business","score_opus":0.11538611512372116,"score_gpt":0.3544402200404896,"score_spread":0.23905410491676843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177120446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923946,0.000047242727,0.00313938,0.0012368363,0.001471281,0.0005091221,0.000035831283,0.000012653222,0.0011530314],"genre_scores_gemma":[0.9989627,0.0000021210249,0.00017511232,0.0003635814,0.00036622048,0.000005792149,0.000041823547,0.0000041117655,0.00007855127],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.998434,0.000059977756,0.00057901785,0.000089400695,0.0007206262,0.000116997595],"domain_scores_gemma":[0.9970693,0.000059478243,0.001339597,0.00021199028,0.0013069342,0.000012682217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003524119,0.00007385812,0.00017234686,0.00016774195,0.0003540467,0.0006188835,0.0004628464,0.00002902304,0.0000059616896],"category_scores_gemma":[0.0007684158,0.000055720364,0.000030621995,0.0004566107,0.000030178007,0.0071760453,0.00029405547,0.00012871722,0.000004712659],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000499625,0.0022521608,0.72264355,0.0020072323,0.00075706333,0.000004094984,0.06431729,0.020172022,0.053253144,0.07462533,0.02201449,0.037453998],"study_design_scores_gemma":[0.0040856004,0.00048197948,0.12411836,0.0008432236,0.00039238718,0.000034231707,0.32686824,0.036818545,0.014704718,0.000121171644,0.4908195,0.0007120294],"about_ca_topic_score_codex":0.000080670456,"about_ca_topic_score_gemma":0.000016565467,"teacher_disagreement_score":0.59852517,"about_ca_system_score_codex":0.00013446428,"about_ca_system_score_gemma":0.000075141616,"threshold_uncertainty_score":0.5967908},"labels":[],"label_agreement":null},{"id":"W3183309251","doi":"","title":"Professionally-Oriented Social Network Sites and the Need for Self-Promotion: The role of Profile Features.","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Promotion (chess); Computer science; Political science","score_opus":0.008691799842265438,"score_gpt":0.272312944089241,"score_spread":0.2636211442469756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183309251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48903918,0.005375006,0.0041237604,0.39634255,0.028331676,0.024909392,0.00077557587,0.0004127013,0.05069016],"genre_scores_gemma":[0.9965973,0.000024792907,0.00023880294,0.00026392852,0.00071542413,0.00005055289,0.000011349709,0.0000057212683,0.002092135],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979982,0.00044763263,0.00062215625,0.000041255487,0.0006951311,0.00019564937],"domain_scores_gemma":[0.994935,0.0005232674,0.0026782872,0.00009839955,0.0017388638,0.000026195075],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0049364963,0.000074954834,0.00022986783,0.000040493927,0.0014322927,0.00016229333,0.00031470234,0.00019380712,0.0000022236231],"category_scores_gemma":[0.0022676154,0.000038624796,0.00020924957,0.0003505773,0.00009315964,0.0005519345,0.000054494343,0.00021574732,0.0000010875566],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000798,0.00023385575,0.08633251,0.00033166184,0.001286085,1.4228102e-7,0.095192716,0.00028950613,0.00021623788,0.52786714,0.2828011,0.0046510473],"study_design_scores_gemma":[0.012001489,0.00018800453,0.08205763,0.0005309389,0.00062268815,0.00003494828,0.14927849,0.0021931794,0.0014308734,0.01856483,0.732745,0.00035190542],"about_ca_topic_score_codex":0.000015862479,"about_ca_topic_score_gemma":0.000024392517,"teacher_disagreement_score":0.5093023,"about_ca_system_score_codex":0.00027448035,"about_ca_system_score_gemma":0.0003152469,"threshold_uncertainty_score":0.9998677},"labels":[],"label_agreement":null},{"id":"W3183584039","doi":"","title":"Chatbot for Support Service: An Artificial Intelligence Enabled Indigenous Artefact","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"AI in Service Interactions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Chatbot; Computer science; Indigenous; Service (business); Artificial intelligence; Business","score_opus":0.03220140067909192,"score_gpt":0.2935941620170434,"score_spread":0.2613927613379515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183584039","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028865704,0.000029896391,0.95044595,0.0070312656,0.0111533245,0.0011687697,0.000110422174,0.000072106246,0.0011225643],"genre_scores_gemma":[0.9906793,0.000008280872,0.0060882852,0.0017355224,0.0007192458,0.00007860079,0.000046333833,0.000013205431,0.0006311897],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976532,0.00012020446,0.0012602624,0.000090114096,0.0006322859,0.00024397435],"domain_scores_gemma":[0.9923511,0.00038137878,0.0027735475,0.00035064414,0.004061512,0.00008180059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002017023,0.0001127889,0.0002450495,0.00015809684,0.00037487858,0.0008629329,0.0008757765,0.0001259468,0.0000053596336],"category_scores_gemma":[0.00048493812,0.0000895317,0.00022156081,0.0005242981,0.0000043447753,0.0049380236,0.00007371253,0.00017736634,0.000044409164],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043103125,0.0012608133,0.0053283097,0.0016208437,0.0021224343,0.000007689116,0.25550568,0.17732057,0.0070479675,0.43311742,0.03448634,0.0817509],"study_design_scores_gemma":[0.0013141403,0.0008278944,0.0027649293,0.0002981515,0.0002222808,0.00066799374,0.025692094,0.26667696,0.03164812,0.019186359,0.64993536,0.0007657209],"about_ca_topic_score_codex":0.000022158802,"about_ca_topic_score_gemma":0.000052769545,"teacher_disagreement_score":0.9618136,"about_ca_system_score_codex":0.00063381816,"about_ca_system_score_gemma":0.0005736657,"threshold_uncertainty_score":0.83212817},"labels":[],"label_agreement":null},{"id":"W3184854712","doi":"","title":"Motivational Factors for Big Data Analytics Continued Use","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Big data; Computer science; Analytics; Data science; Data analysis; Data mining","score_opus":0.2020943297154766,"score_gpt":0.29998242102009753,"score_spread":0.09788809130462092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184854712","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31329978,0.00031280043,0.5680506,0.013909166,0.08674945,0.003998122,0.0060306643,0.00015889727,0.0074904743],"genre_scores_gemma":[0.9928989,0.00000790203,0.00018352205,0.00068149145,0.0030675041,0.000007116303,0.0012809394,0.000010361214,0.0018622791],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849045,0.000013166369,0.000791087,0.00006368754,0.00051194703,0.00012963206],"domain_scores_gemma":[0.9930302,0.00042773996,0.0027283984,0.00026166392,0.0035432293,0.000008750792],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0012448416,0.00008791318,0.0002000982,0.00015249445,0.0002018899,0.001095834,0.0004770931,0.00008211543,0.0000042798024],"category_scores_gemma":[0.007505874,0.000060695344,0.00013343035,0.0004136758,0.000008503545,0.006685894,0.000122016565,0.00008358232,0.000009559657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011319271,0.00010687369,0.35670027,0.00071012625,0.00059828884,2.6782243e-7,0.00028926507,0.005402167,0.00021180614,0.044720188,0.58812135,0.0030262154],"study_design_scores_gemma":[0.00052060076,0.0000035987032,0.03218846,0.0000778245,0.000116623174,0.0000026250468,0.0005775459,0.009818959,0.00010261623,0.00023993,0.95626175,0.00008946632],"about_ca_topic_score_codex":0.000028407982,"about_ca_topic_score_gemma":0.000014438001,"teacher_disagreement_score":0.6795991,"about_ca_system_score_codex":0.0001308634,"about_ca_system_score_gemma":0.00010863848,"threshold_uncertainty_score":0.9999411},"labels":[],"label_agreement":null},{"id":"W3185459628","doi":"","title":"Research Agenda for Basic Explainable AI.","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Explainable Artificial Intelligence (XAI)","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science; Data science; Management science; Engineering","score_opus":0.07397705178376003,"score_gpt":0.35349000588645035,"score_spread":0.27951295410269034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185459628","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004722079,0.0002607158,0.9618501,0.014120014,0.008563933,0.0013903026,0.00004003978,0.00004873545,0.009004086],"genre_scores_gemma":[0.98384714,0.000024898334,0.0038539504,0.0010045843,0.0006356464,0.00013304394,0.000008913386,0.0000124611715,0.0104793385],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972233,0.00029179722,0.0009924372,0.00008684916,0.0010514618,0.00035411865],"domain_scores_gemma":[0.99010324,0.0011017758,0.0013440992,0.0003381918,0.0070494544,0.00006321174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008391939,0.00008224255,0.00021107569,0.00025059676,0.00058809534,0.0010229634,0.0008791031,0.00010848668,0.0000022828624],"category_scores_gemma":[0.004084245,0.000063174244,0.00024702924,0.000887813,0.000012594084,0.0039758896,0.00012270772,0.0002370756,0.00004446355],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050110088,0.00007979786,0.0008442978,0.00029003635,0.00017554028,0.0000019126123,0.008513602,0.018172972,0.0008403149,0.6072425,0.3583605,0.0054284297],"study_design_scores_gemma":[0.0004867362,0.00012209,0.000209029,0.00010443966,0.000014025199,0.00003862216,0.005210231,0.036654953,0.02034122,0.0068963426,0.9298065,0.000115871066],"about_ca_topic_score_codex":0.000018060338,"about_ca_topic_score_gemma":0.000007680384,"teacher_disagreement_score":0.9791251,"about_ca_system_score_codex":0.00095637323,"about_ca_system_score_gemma":0.0005966482,"threshold_uncertainty_score":0.986446},"labels":[],"label_agreement":null},{"id":"W3185626761","doi":"","title":"Agile in a Virtual World: Teaching Complex Concepts to Distanced Learners","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Université du Québec à Montréal","funders":"","keywords":"Agile software development; Computer science; Human–computer interaction; Multimedia; Mathematics education; Software engineering; Psychology","score_opus":0.0150324307150838,"score_gpt":0.3041218969676487,"score_spread":0.2890894662525649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185626761","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.105182365,0.00009462449,0.8084142,0.047479674,0.0081131365,0.00091541867,0.00005941086,0.00011537586,0.029625753],"genre_scores_gemma":[0.99350977,0.0000010930979,0.0019268125,0.000518267,0.000122066784,0.0000027396081,0.00000448113,0.0000027908993,0.003911964],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.998501,0.00019033777,0.0006529642,0.00004885932,0.00047199146,0.00013487361],"domain_scores_gemma":[0.9980167,0.00023203528,0.0011047758,0.0001345727,0.00046475936,0.000047153542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017375554,0.00006022109,0.00018480908,0.00018499138,0.00012678212,0.00036588116,0.0003720795,0.000035387355,8.100137e-7],"category_scores_gemma":[0.0012516788,0.00004606163,0.00011499174,0.00051002833,0.0000038507483,0.0010102479,0.00006036635,0.00023189666,0.000011855943],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003294341,0.00009003215,0.02754264,0.00007648651,0.00014781726,0.0000023901096,0.029070202,0.62216514,0.00062005036,0.26600572,0.04312856,0.011118],"study_design_scores_gemma":[0.0017764993,0.00010452952,0.011682633,0.00033771576,0.000018120661,0.000024043316,0.007710987,0.24852058,0.000117705335,0.00033042036,0.7291721,0.00020467033],"about_ca_topic_score_codex":0.0000068747277,"about_ca_topic_score_gemma":0.000014139885,"teacher_disagreement_score":0.8883274,"about_ca_system_score_codex":0.0003601038,"about_ca_system_score_gemma":0.0001363927,"threshold_uncertainty_score":0.35282004},"labels":[],"label_agreement":null},{"id":"W3186476325","doi":"10.17705/1jais.00684","title":"Taking Time into Account: Understanding Microworkers’ Continued Participation in Microtasks","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Crowdsourcing; Computer science; Boredom; Situational ethics; Data science; Knowledge management; Psychology; Social psychology; World Wide Web","score_opus":0.09398247300938475,"score_gpt":0.36990104292501796,"score_spread":0.27591856991563324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186476325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9710179,0.0001310577,0.017780965,0.004537619,0.0034260263,0.00053947227,0.000031248317,0.000032466112,0.002503274],"genre_scores_gemma":[0.99844074,0.0000036383353,0.0002067219,0.00019494316,0.00006492258,0.000009201024,0.0000056244835,0.0000046744326,0.0010695546],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968626,0.00027620987,0.0016415572,0.000080305814,0.00096406665,0.00017526913],"domain_scores_gemma":[0.99311453,0.0006645479,0.0045116907,0.00020881528,0.0014638228,0.00003661045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063136844,0.000087203916,0.00029375375,0.00041260727,0.00020490392,0.0005569579,0.00040529188,0.00019784109,0.000022670554],"category_scores_gemma":[0.0065369867,0.00006253836,0.00019762457,0.0008954939,0.000017515482,0.0016424431,0.00005660489,0.00022820514,0.00007101485],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014772898,0.00012478653,0.9163,0.000036886053,0.00016420282,0.0000028084637,0.019155953,0.005740213,0.007060837,0.011701313,0.035835806,0.003729468],"study_design_scores_gemma":[0.007906491,0.00012146052,0.7258863,0.00065771403,0.00018566921,0.00013654871,0.06814085,0.010848738,0.0055610943,0.013457189,0.16651818,0.000579785],"about_ca_topic_score_codex":0.00000975812,"about_ca_topic_score_gemma":0.00003307129,"teacher_disagreement_score":0.19041373,"about_ca_system_score_codex":0.0012153834,"about_ca_system_score_gemma":0.00016643474,"threshold_uncertainty_score":0.7825856},"labels":[],"label_agreement":null},{"id":"W3186801671","doi":"","title":"Design Behavioral Research: Toward a Unified View of Information Systems","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science; Human–computer interaction","score_opus":0.1865935169739044,"score_gpt":0.4175995888163063,"score_spread":0.23100607184240193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186801671","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09075324,0.002278346,0.5881024,0.012828213,0.07741657,0.024578493,0.0017469352,0.0003357368,0.20196007],"genre_scores_gemma":[0.9980217,0.00010263065,0.00033628213,0.000081805345,0.00032633392,0.00006596189,0.0000527875,0.000006661487,0.0010058305],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932983,0.0015697697,0.0024352989,0.000048033777,0.002311734,0.00033687154],"domain_scores_gemma":[0.9839515,0.00069243734,0.004772759,0.0002000117,0.010291516,0.000091743714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017713483,0.00011327924,0.00038249628,0.00039636562,0.0007498859,0.0008081025,0.0004340677,0.00020583581,0.000010961839],"category_scores_gemma":[0.0023390583,0.000089331144,0.00022453214,0.0010753365,0.000058344875,0.0064313784,0.000051033716,0.00023361821,0.000033126827],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023384641,0.00008991132,0.002836469,0.001028536,0.0003293327,3.5876343e-7,0.23402834,0.01125627,0.0001778805,0.69330776,0.05209292,0.00461838],"study_design_scores_gemma":[0.0012130722,0.00013316641,0.00045780343,0.00026938572,0.00005846159,0.000014042362,0.17085429,0.00054405263,0.0004661656,0.00033860214,0.82552373,0.00012724646],"about_ca_topic_score_codex":0.00046134405,"about_ca_topic_score_gemma":0.000015746744,"teacher_disagreement_score":0.90726846,"about_ca_system_score_codex":0.0013425355,"about_ca_system_score_gemma":0.001242841,"threshold_uncertainty_score":0.7792551},"labels":[],"label_agreement":null},{"id":"W3195214128","doi":"","title":"IT-Based Learning Tools to Introduce Sustainability Problems to Management Students: A Scoping Review.","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Sustainability; Computer science; Knowledge management; Learning Management; Process management; Management science; Engineering management; Engineering; Multimedia","score_opus":0.021778327228814086,"score_gpt":0.3849358189625721,"score_spread":0.36315749173375805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195214128","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22164401,0.0019017026,0.06366599,0.6204462,0.023262465,0.049616747,0.00004615448,0.00026081706,0.019155895],"genre_scores_gemma":[0.9833999,0.0001421963,0.0011270723,0.006972783,0.0008653017,0.0008069208,0.000018293662,0.000016808344,0.00665072],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99601,0.0008160994,0.0012253294,0.00010491562,0.0015545457,0.00028910182],"domain_scores_gemma":[0.9907466,0.00046941426,0.0016081216,0.00023950115,0.006810031,0.0001262878],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.012811229,0.000096331314,0.00028529612,0.00017358159,0.0005513594,0.00071079994,0.000494478,0.00007316499,0.000008986887],"category_scores_gemma":[0.024203738,0.00008283437,0.00017808654,0.0011425738,0.000012354505,0.0012671794,0.000084841566,0.00016398476,0.000017380475],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016783284,0.00055763056,0.21124937,0.03235775,0.00054196065,0.0000014349472,0.21140233,0.33458444,0.00002974973,0.020317856,0.17870855,0.010081079],"study_design_scores_gemma":[0.0006500612,0.00009712168,0.009978573,0.009088281,0.00011374438,0.0000012048339,0.069177195,0.000036234236,0.000062806736,0.00015969465,0.9104353,0.00019976024],"about_ca_topic_score_codex":0.000052009527,"about_ca_topic_score_gemma":0.00004977211,"teacher_disagreement_score":0.7617559,"about_ca_system_score_codex":0.0063044694,"about_ca_system_score_gemma":0.0012877285,"threshold_uncertainty_score":0.99751014},"labels":[],"label_agreement":null},{"id":"W3195449760","doi":"","title":"Project Team Agile Capacity.","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Agile software development; Scrum; Computer science; Process management; Business; Software engineering; Software development; Software; Operating system","score_opus":0.019637298817715892,"score_gpt":0.25281451005873606,"score_spread":0.23317721124102017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195449760","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033855778,0.000120688936,0.98101234,0.0016204673,0.005407512,0.00038146522,0.0000172193,0.0001250766,0.007929632],"genre_scores_gemma":[0.9496785,0.000043711058,0.04725181,0.00046449134,0.00045995944,0.000031984287,0.0000044626145,0.0000081129565,0.0020569726],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898374,0.000074372605,0.00043369498,0.00003007937,0.00039124468,0.00008686196],"domain_scores_gemma":[0.99723697,0.0002948886,0.0013416285,0.00016190985,0.00094593765,0.000018666737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015231259,0.00004792155,0.00011195743,0.00007857676,0.00009079258,0.00039432824,0.00036672156,0.000057617406,3.928731e-7],"category_scores_gemma":[0.0015033508,0.00003340813,0.00011759023,0.00029243427,0.0000021061217,0.0024323747,0.00004501575,0.00012030225,0.0000046581845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025180307,0.000112102585,0.0116915535,0.00046963213,0.0005573572,0.000001590602,0.0142280115,0.017062662,0.0006447066,0.25981075,0.68516284,0.010233627],"study_design_scores_gemma":[0.00023312976,0.000032560736,0.00079100096,0.00005250713,0.000012522697,0.00009165192,0.00013242061,0.00825376,0.0013867482,0.0003294391,0.988623,0.000061207655],"about_ca_topic_score_codex":0.000008601408,"about_ca_topic_score_gemma":5.007944e-7,"teacher_disagreement_score":0.94629294,"about_ca_system_score_codex":0.00024251045,"about_ca_system_score_gemma":0.00014465928,"threshold_uncertainty_score":0.38025162},"labels":[],"label_agreement":null},{"id":"W3195863088","doi":"","title":"PDS: A workshop on coding causal and process","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Coding (social sciences); Process (computing); Programming language; Mathematics; Statistics","score_opus":0.10294334268091078,"score_gpt":0.38694992572196024,"score_spread":0.2840065830410495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195863088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69359887,0.0027406139,0.14727989,0.013347284,0.043556247,0.0031901575,0.00028807877,0.000108119886,0.09589076],"genre_scores_gemma":[0.9956053,0.000005013376,0.00007185357,0.00025207028,0.0002793853,0.0000062886825,7.309005e-7,0.000004226459,0.003775138],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99573195,0.00023254802,0.0016212455,0.00008746714,0.0021853077,0.00014149622],"domain_scores_gemma":[0.98974407,0.002857397,0.0036992813,0.00022554268,0.003406708,0.0000670278],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.006899808,0.00008907866,0.00033597404,0.0002567091,0.0003047162,0.0013096895,0.00034779264,0.00009115669,0.000007779223],"category_scores_gemma":[0.016956806,0.0000518025,0.00019142008,0.00066284434,0.000009058354,0.0013007725,0.000060323862,0.00015907286,0.000026745878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055144296,0.00015938927,0.08498901,0.0003144307,0.00056515256,0.000007886668,0.029630112,0.06880592,0.0004176209,0.29726443,0.48091027,0.036384333],"study_design_scores_gemma":[0.0027865358,0.00011475573,0.026269961,0.0009866365,0.000061218736,0.0003490062,0.033460908,0.026268588,0.00023897117,0.014919308,0.8942421,0.00030199255],"about_ca_topic_score_codex":0.0000018764315,"about_ca_topic_score_gemma":0.0000044586486,"teacher_disagreement_score":0.41333184,"about_ca_system_score_codex":0.0002286177,"about_ca_system_score_gemma":0.00017050277,"threshold_uncertainty_score":0.9997271},"labels":[],"label_agreement":null},{"id":"W3196471029","doi":"","title":"Effects of Social Media Use on Innovation Performance","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Social media; Computer science; Business; World Wide Web","score_opus":0.06332473620088729,"score_gpt":0.3270489912575948,"score_spread":0.2637242550567075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196471029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939988,0.000011604822,0.0011953752,0.00086309994,0.0032571435,0.00019971307,0.00003435902,0.000012761337,0.00042713713],"genre_scores_gemma":[0.9985281,0.0000049481378,0.00008985483,0.00017942028,0.00011502588,0.0000057559273,0.000006556947,0.0000036187942,0.0010667124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965611,0.00018810655,0.0015474749,0.000055081917,0.0015388873,0.000109354914],"domain_scores_gemma":[0.9883924,0.0017615941,0.004806127,0.00015779553,0.004863084,0.00001896157],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0035740172,0.00007558457,0.0002769829,0.0004933305,0.00017707405,0.00020521761,0.00036351747,0.00018379594,0.0000044358567],"category_scores_gemma":[0.017399108,0.000048963127,0.0001768505,0.0013453041,0.000018480865,0.0016669664,0.000038740352,0.00019954283,0.000025326859],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052786653,0.00045456606,0.441662,0.00029620065,0.00043213594,0.0000018653013,0.020515598,0.0044480464,0.0062648784,0.2900784,0.20361443,0.03170399],"study_design_scores_gemma":[0.0018368821,0.00008265874,0.8692164,0.00009932201,0.00005494229,0.000017345843,0.0016816995,0.0004767551,0.013883721,0.00064673985,0.11189707,0.000106459745],"about_ca_topic_score_codex":7.2714556e-7,"about_ca_topic_score_gemma":9.0430535e-7,"teacher_disagreement_score":0.4275544,"about_ca_system_score_codex":0.00024456755,"about_ca_system_score_gemma":0.00014691941,"threshold_uncertainty_score":0.99087775},"labels":[],"label_agreement":null},{"id":"W3196472798","doi":"","title":"Social Event: A Taste of Old Montreal","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; HEC Montréal","funders":"","keywords":"Taste; Event (particle physics); Computer science; History; Psychology; Physics; Neuroscience","score_opus":0.00949004811481621,"score_gpt":0.24166321085636966,"score_spread":0.23217316274155345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196472798","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24963443,0.001847416,0.0023824696,0.034085616,0.03109287,0.0023395082,0.0011031266,0.00007120961,0.6774434],"genre_scores_gemma":[0.9753606,0.000035271056,0.000012585924,0.00010977378,0.0005283026,0.0000036745791,0.00000452217,0.0000027544559,0.023942526],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985498,0.00015253708,0.000557546,0.000020799462,0.00061780936,0.0001015103],"domain_scores_gemma":[0.99663734,0.00009339483,0.001959366,0.000048284597,0.0012222707,0.00003934538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016146706,0.00003162944,0.00014989624,0.00016228038,0.0005532484,0.00024970545,0.0001502361,0.00008562929,0.000010389864],"category_scores_gemma":[0.0008347766,0.000030957497,0.0002330493,0.00025778209,0.000030379131,0.0007839678,0.000010961334,0.000078304176,0.0000076078227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060890503,0.00007579209,0.0052435203,0.00024502946,0.0004159108,8.7845916e-7,0.16838238,0.0011379707,0.000118984724,0.19599684,0.62283576,0.0054860786],"study_design_scores_gemma":[0.00041830502,0.000009561734,0.006920509,0.000034098037,0.00003991369,0.0000023700168,0.007737312,0.000032052274,0.000014171356,0.00020188182,0.9845525,0.00003732415],"about_ca_topic_score_codex":0.013521382,"about_ca_topic_score_gemma":0.03401625,"teacher_disagreement_score":0.7257262,"about_ca_system_score_codex":0.0015053843,"about_ca_system_score_gemma":0.0008498393,"threshold_uncertainty_score":0.99304765},"labels":[],"label_agreement":null},{"id":"W3196597597","doi":"10.17705/1jais.00693","title":"A Dual-Identity Perspective of Obsessive Online Social Gaming","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"National Natural Science Foundation of China; City University of Hong Kong","keywords":"Social identity theory; Identity (music); Social identity approach; Typology; Psychology; Social psychology; Perspective (graphical); Dual (grammatical number); Social group; Sociology; Computer science; Aesthetics","score_opus":0.023290533035752313,"score_gpt":0.33901441840202196,"score_spread":0.31572388536626966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196597597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9200281,0.00063987816,0.0045332354,0.028542824,0.013384886,0.0016278962,0.0005425983,0.0001037856,0.03059683],"genre_scores_gemma":[0.9980468,0.000022713957,0.000109529756,0.000108549044,0.00035965693,0.0000020887433,0.000003940357,0.000003756575,0.0013429668],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99792653,0.0002463671,0.0007020107,0.000036924954,0.00092638226,0.0001617815],"domain_scores_gemma":[0.9922203,0.00016238625,0.0036006041,0.000075813536,0.003908247,0.000032651194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002033021,0.00006158316,0.00024409693,0.00011979385,0.00049129094,0.00015334606,0.00025305134,0.00017844449,0.000004010587],"category_scores_gemma":[0.006388618,0.000050856554,0.0002522752,0.00045298532,0.000051368057,0.0018754596,0.00004414206,0.00019438028,0.0000034254183],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018583721,0.00061317335,0.1306166,0.0003721597,0.001584478,0.00000346073,0.21015769,0.0006361725,0.0012994922,0.6007273,0.050936766,0.0028668493],"study_design_scores_gemma":[0.004612441,0.00012010884,0.1976391,0.00057749596,0.00037056304,0.00004307488,0.68191487,0.00021320253,0.002091215,0.0073614395,0.104704686,0.00035181688],"about_ca_topic_score_codex":0.00018834145,"about_ca_topic_score_gemma":0.00012927101,"teacher_disagreement_score":0.59336585,"about_ca_system_score_codex":0.0016325001,"about_ca_system_score_gemma":0.00059965166,"threshold_uncertainty_score":0.76482344},"labels":[],"label_agreement":null},{"id":"W3196808184","doi":"","title":"Social Event: Historic Quebec City","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; HEC Montréal","funders":"","keywords":"Event (particle physics); Computer science; History","score_opus":0.03230163101381488,"score_gpt":0.2733784793267707,"score_spread":0.24107684831295578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196808184","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.052418124,0.0074369945,0.007957417,0.05463258,0.07755033,0.0023984346,0.00019111775,0.00017961235,0.79723537],"genre_scores_gemma":[0.9577431,0.000045259,0.000020822163,0.00019844045,0.0016467726,0.00000856473,0.0000034774403,0.000003269716,0.040330295],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99809307,0.00024451685,0.000598581,0.000032600117,0.00086412055,0.00016713727],"domain_scores_gemma":[0.9960713,0.00019027562,0.0017813321,0.000050252514,0.001864991,0.000041846684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021384552,0.00005919346,0.00020461033,0.00005285712,0.0011407654,0.00021786924,0.0001938955,0.00012364089,0.000008013378],"category_scores_gemma":[0.0020970835,0.000046919336,0.0002991408,0.00034178788,0.000030792326,0.00088264595,0.000023462064,0.00012611054,0.00000988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016769347,0.000048012855,0.008635653,0.0000579607,0.0002443197,3.4132142e-7,0.10688331,0.00013986957,0.000010335834,0.3428638,0.53905547,0.0020441804],"study_design_scores_gemma":[0.00035036678,0.000007341525,0.006168298,0.000015006704,0.000036685786,8.0095924e-7,0.008914949,0.000013877243,0.000009990694,0.0006639635,0.983761,0.000057711633],"about_ca_topic_score_codex":0.002117557,"about_ca_topic_score_gemma":0.0025586947,"teacher_disagreement_score":0.905325,"about_ca_system_score_codex":0.0040547284,"about_ca_system_score_gemma":0.0005823481,"threshold_uncertainty_score":0.99976856},"labels":[],"label_agreement":null},{"id":"W3197096034","doi":"","title":"Financial Technologies on Campus: The Rise of FinTech in Higher Education.","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Business; Financial innovation; Financial system; FinTech; Finance; Financial services","score_opus":0.014908442685242532,"score_gpt":0.22456592278755158,"score_spread":0.20965748010230906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197096034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76544887,0.0019239245,0.0013848282,0.053584907,0.031499926,0.0030939009,0.00017156346,0.00021791978,0.14267415],"genre_scores_gemma":[0.9969006,0.000008368523,0.000023389892,0.00036180014,0.00027941083,0.000022493834,0.0000040355017,0.000005262693,0.002394647],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986475,0.0000152350885,0.0007693955,0.00004563744,0.00040296913,0.000119268945],"domain_scores_gemma":[0.9957727,0.00013502785,0.002781311,0.00015423533,0.001154194,0.0000024997655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010274249,0.00008246522,0.00018966218,0.0002709787,0.000100706515,0.00021397392,0.00033844466,0.000107864595,0.0000039174984],"category_scores_gemma":[0.0029045686,0.00005184387,0.00013913681,0.0007741067,0.000020016236,0.0018143714,0.000069037036,0.00019053227,0.000022270402],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000109103006,0.00021175636,0.079712376,0.0005900832,0.00008054584,5.743425e-7,0.0004077977,0.0029075334,0.00018266591,0.67452675,0.2297907,0.011480112],"study_design_scores_gemma":[0.0005879286,0.000017872406,0.048343625,0.000513543,0.000027426739,0.000004954826,0.001588848,0.0003288206,0.00062795234,0.0062069832,0.9416461,0.00010594989],"about_ca_topic_score_codex":0.0000265631,"about_ca_topic_score_gemma":0.000010742738,"teacher_disagreement_score":0.7118554,"about_ca_system_score_codex":0.00031950496,"about_ca_system_score_gemma":0.00016118474,"threshold_uncertainty_score":0.34772497},"labels":[],"label_agreement":null},{"id":"W3198256959","doi":"","title":"Social Event: A Day in the Life of Montreal","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; HEC Montréal","funders":"","keywords":"Event (particle physics); Computer science; Physics","score_opus":0.012538845079031245,"score_gpt":0.25018123559630334,"score_spread":0.2376423905172721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198256959","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29855928,0.0029067358,0.0013644547,0.11002046,0.021734511,0.0032947066,0.0005927273,0.000039852588,0.56148726],"genre_scores_gemma":[0.99693793,0.000030110736,0.0000029966184,0.00021595533,0.0003567019,0.00000473703,0.0000025246866,0.0000014664378,0.0024475683],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983555,0.00036377338,0.0005406421,0.000017985893,0.0006300876,0.00009199155],"domain_scores_gemma":[0.99767077,0.000209198,0.0014378028,0.000049768336,0.00060663285,0.000025857425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037290005,0.000027691889,0.00012625703,0.0001521957,0.00044475048,0.00025733802,0.00021290655,0.00007274514,0.000005678924],"category_scores_gemma":[0.0017807564,0.00002194523,0.00016982097,0.00033421375,0.000028782775,0.0006344705,0.000008201515,0.000099307086,0.0000041911803],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033456963,0.00007679293,0.008272511,0.00011491071,0.00017724805,8.434769e-7,0.4515283,0.0010932287,0.000018154655,0.14442523,0.39146712,0.0027921936],"study_design_scores_gemma":[0.00041650317,0.000008098101,0.02998075,0.00002804677,0.000030121664,0.0000015883655,0.028188184,0.000040305946,0.0000023316445,0.00029856688,0.94097334,0.000032173888],"about_ca_topic_score_codex":0.015350803,"about_ca_topic_score_gemma":0.0786508,"teacher_disagreement_score":0.6983787,"about_ca_system_score_codex":0.00091610604,"about_ca_system_score_gemma":0.0010125549,"threshold_uncertainty_score":0.99120605},"labels":[],"label_agreement":null},{"id":"W3200038958","doi":"10.17705/1jais.00699","title":"When are Social Network Sites Connections with Coworkers Beneficial? The Roles of Age Difference and Preferences for Segmentation between Work and Life","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Closeness; Respondent; Friendship; Social psychology; Psychology","score_opus":0.02170708791237527,"score_gpt":0.2290587141198647,"score_spread":0.20735162620748943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200038958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929522,0.00012961155,0.002772012,0.003035707,0.00042660072,0.0005223207,0.00004918813,0.00001160936,0.0001007126],"genre_scores_gemma":[0.99896413,0.000007400137,0.00010253482,0.00022585086,0.00056043756,0.00001659138,0.000041108353,0.00000540208,0.00007656382],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910116,0.000029809755,0.00045516322,0.000043863154,0.00028648195,0.000083493345],"domain_scores_gemma":[0.9967716,0.000301054,0.0018545762,0.000040792253,0.0010223589,0.000009632173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005432229,0.00007287961,0.00018537894,0.000059462014,0.00044310762,0.00039201995,0.00007449156,0.000058684698,0.0000022523902],"category_scores_gemma":[0.00037908382,0.00004431539,0.00005263494,0.00024419036,0.000020469459,0.0007914474,0.00002575906,0.00006935059,4.43015e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038993912,0.0000067617602,0.99000883,0.00009350498,0.000106559186,1.9007942e-8,0.000884233,0.00066122174,0.000015601117,0.005115968,0.002520123,0.00054816226],"study_design_scores_gemma":[0.000756164,0.000014073715,0.9821855,0.00009214837,0.00024738366,9.2118665e-7,0.00790992,0.00008018381,0.000026833754,0.0007829056,0.007831983,0.00007198781],"about_ca_topic_score_codex":0.000010436634,"about_ca_topic_score_gemma":0.000080984355,"teacher_disagreement_score":0.007823357,"about_ca_system_score_codex":0.00005209398,"about_ca_system_score_gemma":0.000043384105,"threshold_uncertainty_score":0.37802574},"labels":[],"label_agreement":null},{"id":"W3206295460","doi":"","title":"How Walmart Canada Used Blockchain Technology to Reimagine Freight Invoice Processing","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Blockchain; Invoice; Business; Commerce; Computer science; Computer security; Accounting","score_opus":0.006971054897965572,"score_gpt":0.216287127801379,"score_spread":0.20931607290341342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206295460","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.066238195,0.00076751504,0.6146612,0.31240696,0.0031895344,0.0013101298,0.00006340121,0.00020843542,0.0011546429],"genre_scores_gemma":[0.9940779,0.0000030194542,0.004098462,0.000847138,0.00009691656,0.00004388163,0.000002290214,0.0000046636997,0.0008256901],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984951,0.00005662017,0.00061533233,0.00009079084,0.0005418231,0.0002003509],"domain_scores_gemma":[0.9959437,0.00010611262,0.0015237686,0.00030862528,0.0020614085,0.00005635908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000996818,0.00009691892,0.00023067954,0.0002425265,0.0002929328,0.00034065134,0.0008526414,0.00015373381,2.942515e-7],"category_scores_gemma":[0.00087682845,0.00007467255,0.00007783366,0.001279274,0.000010577081,0.0005754777,0.0001403711,0.00025742597,0.0000016862532],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024366927,0.00017171822,0.024122192,0.00038229063,0.0004862589,0.000007759608,0.0052030985,0.0077388496,0.0033926638,0.72935253,0.1896081,0.03951014],"study_design_scores_gemma":[0.0007460091,0.00003977295,0.001487424,0.00010644247,0.000027474487,0.00015616119,0.0013763593,0.028213618,0.008304203,0.002094195,0.95725566,0.00019265473],"about_ca_topic_score_codex":0.00063139625,"about_ca_topic_score_gemma":0.005140216,"teacher_disagreement_score":0.92783976,"about_ca_system_score_codex":0.00074510305,"about_ca_system_score_gemma":0.0008336667,"threshold_uncertainty_score":0.32849088},"labels":[],"label_agreement":null},{"id":"W3208640936","doi":"10.17705/1jais.00736","title":"Dynamic Capabilities in Information Systems Research: A Critical Review, Synthesis of Current Knowledge, and Recommendations for Future Research","year":2022,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":136,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Leverage (statistics); Dynamic capabilities; Knowledge management; Management science; Field (mathematics); Perspective (graphical); Computer science; Engineering ethics; Data science; Engineering","score_opus":0.16140945205403495,"score_gpt":0.41768591324871635,"score_spread":0.2562764611946814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208640936","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.114322886,0.23496269,0.032516625,0.3139009,0.15842652,0.075109325,0.014565021,0.00039844727,0.055797588],"genre_scores_gemma":[0.9968197,0.0013630759,0.000054391086,0.000107203996,0.0005525881,0.00083011284,0.0001270688,0.000010089836,0.00013580534],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99697447,0.00028619744,0.0014140651,0.00006470372,0.0010169243,0.00024365491],"domain_scores_gemma":[0.991251,0.0017233122,0.0015175833,0.00017373869,0.0053200433,0.0000143491825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018206475,0.00008822736,0.00030354512,0.0009983256,0.0006146781,0.00037603956,0.00042811595,0.00006419884,0.000007324792],"category_scores_gemma":[0.008091955,0.0000677595,0.00010574171,0.001185437,0.000047302958,0.0046130554,0.00019949151,0.00042413024,0.000007440832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032650828,0.00032862235,0.0069373525,0.04609737,0.00013185578,9.091594e-8,0.0051450664,0.0015194291,0.000016808717,0.3918973,0.5031746,0.044425026],"study_design_scores_gemma":[0.00027170204,0.000026020287,0.00093109754,0.0016022277,0.000035481742,0.0000050430317,0.013986276,0.009143165,0.0000036807373,0.0006898562,0.9732276,0.00007783879],"about_ca_topic_score_codex":0.00008308823,"about_ca_topic_score_gemma":0.000015487103,"teacher_disagreement_score":0.8824968,"about_ca_system_score_codex":0.00069169136,"about_ca_system_score_gemma":0.00016661474,"threshold_uncertainty_score":0.96874106},"labels":[],"label_agreement":null},{"id":"W329980941","doi":"","title":"Game-Based Experiential Learning in Online Management Information Systems Classes Using Intel's IT Manager 3","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Educational Games and Gamification","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Experiential learning; Wright; Computer science; Context (archaeology); Mathematics education; Premise; Digital learning; Constructionism; Psychology; Pedagogy; Knowledge management; Multimedia; Epistemology","score_opus":0.02413445768061407,"score_gpt":0.3167884989140412,"score_spread":0.29265404123342714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W329980941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6317341,0.00028112502,0.28319842,0.0036493042,0.03573389,0.004360971,0.0001243288,0.00013182669,0.04078606],"genre_scores_gemma":[0.99710137,0.000006785416,0.000269338,0.00034518074,0.000367549,0.000063951906,0.00011426212,0.000009990394,0.0017215608],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99710345,0.00034748213,0.0015980058,0.00007111846,0.00066036114,0.00021955004],"domain_scores_gemma":[0.9949804,0.0002638586,0.0036349683,0.00019512647,0.0008773393,0.000048330763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002604422,0.00013661788,0.00026543095,0.0005641203,0.00012981868,0.00034475376,0.0002899615,0.00015648214,0.000008674521],"category_scores_gemma":[0.0004019492,0.000109885346,0.00016649575,0.00040057555,0.000014141006,0.0016615731,0.000025444242,0.00024876188,0.000043998836],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045470314,0.0003899306,0.08148237,0.0011404599,0.0006064834,4.1103095e-7,0.03730674,0.74361837,0.000049148857,0.10056421,0.022422867,0.01196428],"study_design_scores_gemma":[0.002214012,0.0000951448,0.045254905,0.00040472674,0.000083128856,0.000014741943,0.044780817,0.0771488,0.000012127301,0.000040624243,0.8297638,0.00018716555],"about_ca_topic_score_codex":0.00007342782,"about_ca_topic_score_gemma":0.0000045710863,"teacher_disagreement_score":0.8073409,"about_ca_system_score_codex":0.0008886837,"about_ca_system_score_gemma":0.00006960599,"threshold_uncertainty_score":0.44809943},"labels":[],"label_agreement":null},{"id":"W341367771","doi":"","title":"Do Universities and Students Perceive the Necessity of Security Courses","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Information security; Computer security; Internet privacy; The Internet; Perception; Computer science; Course (navigation); Quarter (Canadian coin); Security awareness; Security through obscurity; Security information and event management; Psychology; Cloud computing security; World Wide Web; Engineering","score_opus":0.005243018261619498,"score_gpt":0.2324990019792097,"score_spread":0.2272559837175902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W341367771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9632999,0.00017038008,0.018420981,0.0021790278,0.0024696027,0.0006341838,0.000068505666,0.000026810829,0.0127306385],"genre_scores_gemma":[0.99956924,0.000009558673,0.000055193002,0.000105513376,0.00005798789,0.0000015111502,0.0000016163158,0.0000010535059,0.00019830183],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985196,0.00010863637,0.00055287685,0.00002705427,0.00070339424,0.00008840911],"domain_scores_gemma":[0.9966414,0.00016896176,0.002097914,0.00012953271,0.00094228715,0.00001993038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018200096,0.000060063885,0.00014086593,0.00008682598,0.0002543365,0.0003768361,0.0006074282,0.000054172233,6.042242e-7],"category_scores_gemma":[0.00006605777,0.000035377572,0.000099038174,0.00017465002,0.00002260165,0.002711974,0.000090545815,0.00010186565,0.0000019200108],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006255545,0.000110068955,0.12530258,0.00026914527,0.00028342693,2.3101437e-7,0.11207466,0.0033655725,0.00002501577,0.71772426,0.03999962,0.0007828328],"study_design_scores_gemma":[0.005510566,0.00027379632,0.6282932,0.00035570428,0.00019646938,0.00011345079,0.093329884,0.029039474,0.00084709027,0.008100263,0.23346844,0.0004716285],"about_ca_topic_score_codex":0.000060885603,"about_ca_topic_score_gemma":0.0000063332477,"teacher_disagreement_score":0.70962405,"about_ca_system_score_codex":0.00022704639,"about_ca_system_score_gemma":0.000098348784,"threshold_uncertainty_score":0.36338392},"labels":[],"label_agreement":null},{"id":"W357924707","doi":"","title":"CONTRIBUTION AND REWARD OF SENIOR IT EXECUTIVES IN IT CAPABLE FIRMS","year":2012,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Business; Computer science","score_opus":0.013282998846383835,"score_gpt":0.23377460287460414,"score_spread":0.2204916040282203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W357924707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5466867,0.000546672,0.0042203334,0.017830946,0.015696736,0.0041100355,0.000059690225,0.00006191854,0.410787],"genre_scores_gemma":[0.99845034,0.0000062533277,0.00002284207,0.0005042087,0.0003944632,0.0000093526,0.000009221938,0.0000033886106,0.0005999401],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986813,0.00002206366,0.0008141758,0.000026512784,0.0003171789,0.00013876012],"domain_scores_gemma":[0.9962991,0.00006534331,0.0024263863,0.00006172034,0.0011402733,0.0000071800355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031045508,0.00006372575,0.00018483473,0.00030709314,0.000085909225,0.00013541072,0.000100891375,0.000060420945,0.0000025256736],"category_scores_gemma":[0.0008224829,0.000047333007,0.00006703886,0.00037322615,0.000008638349,0.0027629337,0.00003983366,0.0000747862,0.0000151077165],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014971079,0.00011609661,0.43595913,0.0008772236,0.0001795012,7.9273484e-8,0.004252076,0.00038910293,0.00020336437,0.48865417,0.068378046,0.00084152125],"study_design_scores_gemma":[0.0020483378,0.000014844401,0.059886325,0.00023559235,0.0000671875,0.0000026046112,0.009321635,0.0018461643,0.00013055131,0.00035455343,0.92597234,0.000119865574],"about_ca_topic_score_codex":0.000025328105,"about_ca_topic_score_gemma":0.0000091470265,"teacher_disagreement_score":0.8575943,"about_ca_system_score_codex":0.00020469034,"about_ca_system_score_gemma":0.000015761163,"threshold_uncertainty_score":0.20030601},"labels":[],"label_agreement":null},{"id":"W379983395","doi":"","title":"Intention to Use Recommendation Agents for Online Shopping: The Role of Cognitive Age and Agent Complexity","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; McMaster University","funders":"","keywords":"Cognition; Action (physics); Computer science; Psychology; Theory of reasoned action; Cognitive aging; Recommender system; Grounded theory; Knowledge management; Applied psychology; Social psychology; World Wide Web; Qualitative research","score_opus":0.1800783384213074,"score_gpt":0.3876936457587841,"score_spread":0.2076153073374767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W379983395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8974089,0.000008029004,0.09543732,0.0038214785,0.0015353711,0.001227206,0.00034644266,0.000015226353,0.000200044],"genre_scores_gemma":[0.99864715,0.0000031499658,0.00047699182,0.00037117797,0.000044394925,0.00001887228,0.00003565463,0.000003653126,0.00039897877],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977872,0.00023742489,0.0012112011,0.000065193635,0.0005942251,0.00010475349],"domain_scores_gemma":[0.99297285,0.0013973091,0.003237462,0.00013623206,0.0022137712,0.000042403575],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005523838,0.00007549473,0.00023315413,0.00026699493,0.00022269278,0.00025992823,0.0003155827,0.00009562579,0.0000035454266],"category_scores_gemma":[0.011606639,0.000043133223,0.00016773758,0.00028520307,0.00002805304,0.0009787953,0.0000640131,0.00011332973,0.000005196632],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000773386,0.00034329816,0.72074777,0.000068949244,0.00044132306,8.2135074e-8,0.013004319,0.0010876541,0.00064599386,0.06204751,0.037471272,0.16336843],"study_design_scores_gemma":[0.0014461086,0.00021880672,0.6696514,0.00011450859,0.00008925777,0.0000082377455,0.0097074155,0.011451973,0.00015885511,0.0035546084,0.30350673,0.00009209059],"about_ca_topic_score_codex":0.000017126096,"about_ca_topic_score_gemma":0.00003166009,"teacher_disagreement_score":0.26603547,"about_ca_system_score_codex":0.00015031389,"about_ca_system_score_gemma":0.00002431183,"threshold_uncertainty_score":0.996719},"labels":[],"label_agreement":null},{"id":"W40414270","doi":"","title":"Maintaining a Virtual Professional Community through Positive Word of Mouth","year":2007,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Virtual community; Word of mouth; Psychology; Norm (philosophy); User satisfaction; Social psychology; Test (biology); Applied psychology; Knowledge management; Computer science; Human–computer interaction; Political science; World Wide Web; The Internet; Advertising; Business","score_opus":0.030198164876320252,"score_gpt":0.3257078190415459,"score_spread":0.2955096541652256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W40414270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7305013,0.00006254902,0.014033654,0.0012211162,0.008333706,0.0014664959,0.00004878671,0.000035012825,0.24429739],"genre_scores_gemma":[0.99648637,0.000003341831,0.000086872235,0.00006665894,0.00027565347,0.000002642456,0.0000043579817,0.000002772042,0.0030713135],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980403,0.0003550323,0.0007412214,0.00001956503,0.0006873859,0.0001564714],"domain_scores_gemma":[0.9956852,0.00071704906,0.0024377399,0.00006973593,0.0010598653,0.000030386596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011219555,0.00005274061,0.00016234897,0.000110697605,0.00071762333,0.000092990864,0.0003117573,0.000085540116,0.0000030037977],"category_scores_gemma":[0.0015689987,0.00003845245,0.00014417716,0.00026530956,0.000029314966,0.0013694722,0.0000553651,0.00023269953,0.0000042358056],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002851381,0.00012794901,0.04481274,0.00010560351,0.0003928742,1.8624004e-7,0.54653233,0.0011038373,0.00005587275,0.3876559,0.00906468,0.009862853],"study_design_scores_gemma":[0.002274199,0.00012033069,0.1023802,0.00068003737,0.00012098464,0.0000023570392,0.6775577,0.00034108982,0.0003176155,0.0025734734,0.21342209,0.00020991976],"about_ca_topic_score_codex":0.00017257476,"about_ca_topic_score_gemma":0.00009077097,"teacher_disagreement_score":0.38508245,"about_ca_system_score_codex":0.0006019522,"about_ca_system_score_gemma":0.00012048653,"threshold_uncertainty_score":0.5519451},"labels":[],"label_agreement":null},{"id":"W411317080","doi":"","title":"SOCIAL INFLUENCE IN RECOMMENDATION AGENTS: CREATING SYNERGIES BETWEEN MULTIPLE RECOMMENDATION SOURCES FOR ONLINE PURCHASES","year":2012,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cognitive dissonance; Recommender system; Popularity; Computer science; Scope (computer science); Product (mathematics); The Internet; Social media; World Wide Web; Advice (programming); Internet privacy; Psychology","score_opus":0.048584427941038205,"score_gpt":0.3425394312141456,"score_spread":0.2939550032731074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W411317080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840176,0.000024666615,0.0011494339,0.005257986,0.0024949014,0.0011506554,0.0002977276,0.000040733492,0.0055662906],"genre_scores_gemma":[0.9974738,0.000015343163,0.00019805785,0.0001279103,0.0017054438,0.000047270427,0.00013157207,0.0000080500895,0.00029254743],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99770784,0.0004194636,0.001052104,0.000049467228,0.00045703494,0.0003141092],"domain_scores_gemma":[0.99366516,0.0023994918,0.002867613,0.000043795524,0.0009566717,0.000067297246],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0071778176,0.00009713303,0.00026539326,0.0001910476,0.000759776,0.0003401098,0.0002152567,0.00016560647,0.0000026391965],"category_scores_gemma":[0.017502595,0.00008191038,0.00017619196,0.00032983508,0.000029654486,0.0039137746,0.000025997917,0.0001480377,0.0000025228119],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011346929,0.00013632416,0.84844035,0.00015582732,0.00015540393,1.3030366e-8,0.09239227,0.00063201366,0.000014910783,0.0043615773,0.01006272,0.043535106],"study_design_scores_gemma":[0.0015465651,0.000057517278,0.18614452,0.00017307592,0.00006718659,4.886778e-7,0.054770947,0.0003686701,0.00003501415,0.00032071423,0.75632507,0.00019025897],"about_ca_topic_score_codex":0.00028202208,"about_ca_topic_score_gemma":0.000113397895,"teacher_disagreement_score":0.7462623,"about_ca_system_score_codex":0.0010254509,"about_ca_system_score_gemma":0.0001276639,"threshold_uncertainty_score":0.9907734},"labels":[],"label_agreement":null},{"id":"W414933534","doi":"","title":"A FOUNDATION FOR OPEN INFORMATION ENVIRONMENTS","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Memorial University of Newfoundland","funders":"","keywords":"Flexibility (engineering); Computer science; Knowledge management; Diversity (politics); Information system; Set (abstract data type); Information quality; Data science; Information management; Information access; World Wide Web; Engineering","score_opus":0.08888593698032196,"score_gpt":0.37140951018263885,"score_spread":0.2825235732023169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W414933534","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015457176,0.000006509865,0.9704374,0.0043345625,0.0054065976,0.0025643131,0.0001881,0.000010071716,0.015506742],"genre_scores_gemma":[0.9876679,0.0000074551426,0.001905139,0.0023927977,0.00039980718,0.00016006664,0.00017088947,0.000007261864,0.0072886352],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961223,0.0002530523,0.0019027304,0.00005582892,0.0015249439,0.00014115483],"domain_scores_gemma":[0.9912969,0.0011350774,0.006285175,0.00030716648,0.00092820596,0.000047484293],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.022304775,0.00008181726,0.0002523987,0.00024432506,0.00032613895,0.0022452231,0.0013563551,0.000076330434,0.0000069243415],"category_scores_gemma":[0.011644058,0.000051894356,0.00018780037,0.0002580807,0.000010475592,0.011654397,0.00017399712,0.00006996593,0.00018548631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003001223,0.00006687312,0.003749368,0.00011012371,0.0002345853,8.290196e-9,0.0045260875,0.016278572,0.000025405403,0.32715976,0.5420479,0.10550119],"study_design_scores_gemma":[0.001414589,0.0000861147,0.0036914684,0.000022084554,0.000030271083,0.0000014523935,0.0014358533,0.008390115,0.000039456318,0.0064293374,0.9783928,0.000066480265],"about_ca_topic_score_codex":0.000013607069,"about_ca_topic_score_gemma":0.0000038122178,"teacher_disagreement_score":0.98612225,"about_ca_system_score_codex":0.00042696277,"about_ca_system_score_gemma":0.00006113728,"threshold_uncertainty_score":0.99879056},"labels":[],"label_agreement":null},{"id":"W4154482","doi":"10.17705/1jais.00343","title":"The Influence of Analyst Communication in IS Projects","year":2013,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Task (project management); Knowledge management; Information needs; Computer science; Information system; World Wide Web; Engineering","score_opus":0.01824725053985557,"score_gpt":0.28187075355199304,"score_spread":0.26362350301213744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4154482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9411426,0.0001636999,0.00008895344,0.0045900005,0.00067703275,0.001487087,0.0000041821972,0.000009398203,0.051837035],"genre_scores_gemma":[0.9981326,0.000063905936,0.000017290484,0.000048618822,0.000041259675,0.000021157428,6.6272725e-7,0.0000014406249,0.0016730586],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99853516,0.00020390631,0.000679458,0.000018134826,0.00046191423,0.00010140545],"domain_scores_gemma":[0.99622905,0.0003471301,0.0021219114,0.00011888716,0.0011669367,0.00001608898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004385049,0.000035316272,0.00010756658,0.00011296127,0.00035527386,0.00025532197,0.0004565183,0.000048518155,0.0000015748894],"category_scores_gemma":[0.0014214016,0.000021224372,0.00008114328,0.00039125292,0.000024720272,0.0016695176,0.00003559304,0.00008642054,0.00001103654],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034079723,0.000054157135,0.6202056,0.00019727308,0.0002744947,2.2048471e-8,0.199673,0.013700939,0.000077202545,0.109377936,0.05153527,0.004870025],"study_design_scores_gemma":[0.0011711087,0.000043699427,0.42119983,0.00039010853,0.0000611894,4.2313462e-7,0.08082564,0.006287163,0.00008591876,0.0020218582,0.48776588,0.00014719709],"about_ca_topic_score_codex":0.00064517313,"about_ca_topic_score_gemma":0.00023969026,"teacher_disagreement_score":0.4362306,"about_ca_system_score_codex":0.00033573268,"about_ca_system_score_gemma":0.00008334805,"threshold_uncertainty_score":0.27325153},"labels":[],"label_agreement":null},{"id":"W420684695","doi":"","title":"THE MULTI-LEVEL IMPACT OF CLINICAL DECISION SUPPORT SYSTEM: A FRAMEWORK AND A CALL FOR MIXED METHODS EVALUATION","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Clinical decision support system; Computer science; Decision support system; Task (project management); Psychological intervention; Healthcare system; Health care; Randomized controlled trial; Quality (philosophy); Knowledge management; Medicine; Data mining; Nursing; Engineering","score_opus":0.18039756516868335,"score_gpt":0.5887664315622565,"score_spread":0.40836886639357317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W420684695","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06348024,0.0003037736,0.90840775,0.0007534773,0.018662345,0.0076048574,0.00018043032,0.000029473518,0.00057767273],"genre_scores_gemma":[0.97888225,0.000044373817,0.019012969,0.00011664511,0.0010475772,0.0004289673,0.000013960117,0.000022919683,0.0004303157],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9873362,0.005553741,0.005456688,0.00010639766,0.001078133,0.00046885002],"domain_scores_gemma":[0.95376575,0.026152557,0.014101879,0.00036140025,0.0054575736,0.00016081205],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.11080343,0.00016079773,0.00084061973,0.00016638989,0.00096691045,0.00007360277,0.00038631112,0.0005644167,0.0000014982464],"category_scores_gemma":[0.05369849,0.00008494251,0.00055972754,0.00025433945,0.00002460638,0.0005758742,0.000053840224,0.0006589563,0.000008427132],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034213443,0.00020299856,0.29561,0.0073709837,0.0024984798,6.150098e-8,0.0199064,0.0046150256,0.000097705124,0.04242685,0.17865025,0.44519988],"study_design_scores_gemma":[0.013625006,0.0017859167,0.25652584,0.003270666,0.000600638,0.00003060535,0.008628015,0.44858542,0.000018578801,0.0014103858,0.2652092,0.0003097148],"about_ca_topic_score_codex":0.000112505164,"about_ca_topic_score_gemma":0.00005273935,"teacher_disagreement_score":0.91540205,"about_ca_system_score_codex":0.0022544325,"about_ca_system_score_gemma":0.0019822775,"threshold_uncertainty_score":0.9542726},"labels":[],"label_agreement":null},{"id":"W4225666461","doi":"","title":"Risk and vulnerability management, project agility and resilience: a comparative analysis","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Resilience (materials science); Vulnerability (computing); Environmental resource management; Vulnerability assessment; Risk management; Environmental planning; Risk analysis (engineering); Business; Environmental science; Psychology; Computer science; Computer security; Psychological resilience; Social psychology","score_opus":0.052186462251813344,"score_gpt":0.36940395932467673,"score_spread":0.3172174970728634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225666461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95392996,0.00021034192,0.0238792,0.0006526458,0.0015421433,0.0009936253,0.00013135259,0.000019941543,0.018640816],"genre_scores_gemma":[0.99748707,0.00007816078,0.00047723477,0.00004598017,0.00004032027,0.000010335745,0.0000030944695,9.776021e-7,0.0018568011],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99712783,0.0004883797,0.0011371538,0.00011121997,0.0010281006,0.000107334825],"domain_scores_gemma":[0.99448764,0.0007709831,0.0028147432,0.00023097513,0.0016614487,0.00003419399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009398981,0.00007980812,0.00032752476,0.00043167593,0.00038284095,0.00071371853,0.00021722469,0.0000498219,0.0000046748123],"category_scores_gemma":[0.002004405,0.00004957784,0.0001782973,0.0017078285,0.0000397835,0.0017644003,0.00010668626,0.00013489438,0.0000033087974],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007046101,0.00001752002,0.9699496,0.000054045453,0.00067697983,1.4138323e-7,0.0037854274,0.0022705316,0.0000037329314,0.0062687215,0.007824863,0.009077956],"study_design_scores_gemma":[0.00097297755,0.00003807792,0.77813995,0.000020814061,0.00050930894,0.00001463406,0.015729647,0.023163319,0.000046060344,0.0016179988,0.17963861,0.000108621745],"about_ca_topic_score_codex":0.000022195114,"about_ca_topic_score_gemma":0.000038468315,"teacher_disagreement_score":0.1918097,"about_ca_system_score_codex":0.00013931512,"about_ca_system_score_gemma":0.000062333165,"threshold_uncertainty_score":0.6882404},"labels":[],"label_agreement":null},{"id":"W4285059196","doi":"10.17705/1jais.00750","title":"How Do Individuals Understand Multiple Conceptual Modeling Scripts?","year":2022,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Scripting language; Computer science; Focus (optics); Domain (mathematical analysis); Completeness (order theory); Human–computer interaction; Cognition; Data science; Psychology; Programming language","score_opus":0.041603263472292325,"score_gpt":0.23187623828543058,"score_spread":0.19027297481313826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285059196","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051728476,0.0004059361,0.9313961,0.0061333356,0.008372976,0.00068457366,0.000064554195,0.000059538834,0.0011544909],"genre_scores_gemma":[0.998536,0.0000037616478,0.0008131271,0.00021839669,0.00009067658,0.000011791545,0.0000023071073,0.000002603096,0.0003213276],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981975,0.0001584674,0.00053910416,0.000048146856,0.0009080236,0.00014875991],"domain_scores_gemma":[0.99729735,0.00025246627,0.001784782,0.00015925485,0.00047626402,0.000029886287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022953143,0.00006895859,0.00017785802,0.0001403631,0.00045990542,0.0007585825,0.0007707912,0.000044491648,6.590904e-7],"category_scores_gemma":[0.0007532019,0.00004921864,0.00014768633,0.00023796734,0.000009148976,0.0024327463,0.00015247807,0.00016335641,0.0000014987095],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044379038,0.000064077096,0.03072132,0.00007847882,0.00045580193,6.694602e-7,0.056029465,0.53300625,0.00010465321,0.3189297,0.058802135,0.0017630873],"study_design_scores_gemma":[0.0030256235,0.00020496591,0.00084267324,0.000049025348,0.00004846266,0.00008176505,0.09996991,0.67929727,0.00013912222,0.0032426917,0.21285789,0.00024059981],"about_ca_topic_score_codex":0.000007754476,"about_ca_topic_score_gemma":9.720807e-7,"teacher_disagreement_score":0.9468075,"about_ca_system_score_codex":0.00060428114,"about_ca_system_score_gemma":0.0001262781,"threshold_uncertainty_score":0.73150283},"labels":[],"label_agreement":null},{"id":"W42893497","doi":"","title":"Harnessing Information Technology to Improve the Process of Students' Evaluations of Teaching: An Exploration of Students' Critical Success Factors of Online Evaluations.","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"York University","keywords":"Formative assessment; Immediacy; Summative assessment; Set (abstract data type); Mechanism (biology); Promotion (chess); Peer feedback; Mathematics education; Psychology; Computer science; Process (computing)","score_opus":0.03338562825719917,"score_gpt":0.44894582438077296,"score_spread":0.4155601961235738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W42893497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871741,0.000009538447,0.008540989,0.0017672781,0.001160306,0.0010129252,0.00010862539,0.000011718642,0.00021451028],"genre_scores_gemma":[0.9989757,0.0000041583917,0.000781957,0.000018519331,0.00012852754,0.000023252613,0.00002975806,0.0000051777674,0.00003295904],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99495155,0.0004597794,0.0019973633,0.000055039553,0.002378633,0.00015761303],"domain_scores_gemma":[0.9873438,0.0006277445,0.0054162825,0.00020786544,0.006351397,0.00005291655],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009476743,0.0001019512,0.00035778957,0.00053893874,0.00040940195,0.00014608627,0.00087132637,0.00019610183,0.0000042315746],"category_scores_gemma":[0.0143494895,0.00006854409,0.00014500898,0.000713324,0.00010161311,0.0062220013,0.000059954215,0.00036839067,7.9091296e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021757332,0.0013073584,0.601127,0.00091832964,0.0005167146,2.6908216e-8,0.24157369,0.031335387,0.00816654,0.08732675,0.00027741352,0.027233178],"study_design_scores_gemma":[0.0044633145,0.0016603221,0.16379957,0.0011637035,0.0010710548,0.0000036502117,0.77750236,0.009017606,0.018509388,0.0055261115,0.01677724,0.0005056625],"about_ca_topic_score_codex":0.00010843047,"about_ca_topic_score_gemma":0.00011475109,"teacher_disagreement_score":0.53592867,"about_ca_system_score_codex":0.00018358516,"about_ca_system_score_gemma":0.00076980033,"threshold_uncertainty_score":0.99395305},"labels":[],"label_agreement":null},{"id":"W4376455814","doi":"10.17705/1jais.00802","title":"Living in a Fishbowl or Not: The Role of Transparency and Privacy in Creative Dialogues on Enterprise Social Media","year":2023,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Toronto Metropolitan University","funders":"","keywords":"Transparency (behavior); Creativity; Social media; Normative; Social capital; Group cohesiveness; Public relations; Sociology; Business; Social psychology; Political science; Psychology; Social science; Law","score_opus":0.03982667876089701,"score_gpt":0.2888716655004027,"score_spread":0.2490449867395057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376455814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97556573,0.00004861869,0.0000381032,0.0015553896,0.0010905996,0.00083136046,0.00003216102,0.000016501173,0.020821556],"genre_scores_gemma":[0.99936974,0.00006149749,0.000002490806,0.000023801102,0.00015081554,0.000016188067,0.0000017043793,0.000002431006,0.0003713054],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99855435,0.00025311447,0.0006013273,0.00003173521,0.00043535838,0.00012413775],"domain_scores_gemma":[0.9976752,0.0011461475,0.000952307,0.000040092098,0.00017065697,0.000015620337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042104623,0.00004942675,0.00016670281,0.00023196412,0.00019259693,0.000106062966,0.00022555256,0.00006018482,0.0000022954712],"category_scores_gemma":[0.0026917313,0.000029877572,0.00006899166,0.00047900656,0.000020891417,0.000677298,0.00003027783,0.00010447888,0.0000029600146],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000115418996,0.000028580365,0.17850952,0.00006342443,0.00004670305,1.632245e-7,0.8067912,0.0002266438,0.000009845963,0.008710993,0.0010425448,0.004454976],"study_design_scores_gemma":[0.0010783093,0.000054196917,0.7727111,0.0005462777,0.000034476874,2.5726132e-7,0.18980734,0.0020281111,0.000029774603,0.0009094978,0.032695957,0.00010468474],"about_ca_topic_score_codex":0.000116121635,"about_ca_topic_score_gemma":0.00075116305,"teacher_disagreement_score":0.61698383,"about_ca_system_score_codex":0.00026782072,"about_ca_system_score_gemma":0.00006630155,"threshold_uncertainty_score":0.32224482},"labels":[],"label_agreement":null},{"id":"W4386533066","doi":"10.17705/1jais.00815","title":"Surveilled Inclusion and the Pitfalls of Social Fintech Platforms","year":2023,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Financial inclusion; Capitalism; Dialectic; Inclusion (mineral); Imprisonment; Payment; Business; Phenomenon; Financial services; Process (computing); Sociology; Political science; Finance; Computer science; Social science; Politics; Criminology","score_opus":0.010645311865581689,"score_gpt":0.21516224712088397,"score_spread":0.2045169352553023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386533066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96564,0.00006623402,0.0016192595,0.005546467,0.0037215746,0.0014094005,0.000053506785,0.000083664745,0.021859914],"genre_scores_gemma":[0.99861103,0.000007461085,0.0000050566036,0.00018542609,0.0003273567,0.0000100635225,0.00001031605,0.000006853419,0.000836444],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983236,0.000013611343,0.00086958124,0.000037162394,0.00061935326,0.00013669189],"domain_scores_gemma":[0.995069,0.0002825601,0.00368174,0.00007440343,0.00088739535,0.0000049021255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046186754,0.00008462854,0.0002631557,0.00027472095,0.0004701752,0.0003152114,0.00030077557,0.00008641223,0.000001521018],"category_scores_gemma":[0.0019233369,0.000046840167,0.00018593337,0.00066814036,0.000035236084,0.0026651977,0.00033521137,0.00012343812,0.000023120532],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009613604,0.00005534079,0.045889106,0.0014247353,0.00043341305,3.9315276e-7,0.008283334,0.0017770028,0.00035395822,0.7792881,0.15644087,0.0050923624],"study_design_scores_gemma":[0.011268219,0.00005985858,0.15458193,0.0005367667,0.00018035932,0.000014981042,0.0061793095,0.032437835,0.0002515135,0.025929634,0.7681326,0.00042697933],"about_ca_topic_score_codex":0.000041453215,"about_ca_topic_score_gemma":0.0000076273527,"teacher_disagreement_score":0.7533585,"about_ca_system_score_codex":0.0001461929,"about_ca_system_score_gemma":0.000028868315,"threshold_uncertainty_score":0.36162552},"labels":[],"label_agreement":null},{"id":"W4388400877","doi":"10.17705/1jais.00833","title":"Organizations as Digital Enactment Systems: A Theory of Replacement of Humans by Digital Technologies in Organizational Scanning, Interpretation, and Learning","year":2023,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Interpretation (philosophy); Knowledge management; Information system; Computer science; Business; Psychology; Epistemology; Engineering; Philosophy","score_opus":0.011418295539661899,"score_gpt":0.23495242530167915,"score_spread":0.22353412976201725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388400877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9288365,0.0005447541,0.053580783,0.0018958716,0.002827256,0.0022119838,0.0004580759,0.00024330556,0.009401435],"genre_scores_gemma":[0.9991839,0.000016485832,0.0000068776717,0.000016291156,0.00004643954,0.000009028553,0.00015753221,0.000007859883,0.00055559457],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99845386,0.000018021456,0.0009377948,0.00005543587,0.00043598344,0.00009890952],"domain_scores_gemma":[0.9954926,0.000199224,0.0026474723,0.00008775134,0.0015678344,0.0000051420043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011390012,0.000084370986,0.00020388773,0.00045343663,0.00011306964,0.0004495532,0.00022109215,0.000072840136,0.000003135114],"category_scores_gemma":[0.0045162956,0.00006317145,0.000040330007,0.0011451422,0.00002895131,0.0034461692,0.00010562256,0.00009809054,0.000010983515],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020997439,0.00014043959,0.80813587,0.0016561846,0.00039404287,2.724091e-7,0.0053825863,0.041967433,0.00040982073,0.1113557,0.027877755,0.0024699087],"study_design_scores_gemma":[0.0075511495,0.0005371383,0.06392799,0.006664726,0.00057269563,0.000063587955,0.33923906,0.12269699,0.0025347783,0.01663647,0.4381047,0.0014707027],"about_ca_topic_score_codex":0.000020491405,"about_ca_topic_score_gemma":9.101273e-7,"teacher_disagreement_score":0.7442079,"about_ca_system_score_codex":0.00013913678,"about_ca_system_score_gemma":0.000059969996,"threshold_uncertainty_score":0.5406754},"labels":[],"label_agreement":null},{"id":"W4390491498","doi":"10.17705/1jais.00871","title":"Extending the Foresight of Phillip Ein-Dor: Causal Knowledge Analytics","year":2024,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Alfred P. Sloan Foundation","keywords":"Scholarship; Futures studies; Tribute; Analytics; Data science; Fragmentation (computing); Knowledge management; Epistemology; Computer science; Sociology; Political science; Artificial intelligence; Philosophy; Law","score_opus":0.051363093056610645,"score_gpt":0.29545118254054203,"score_spread":0.2440880894839314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390491498","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11506173,0.017631104,0.30859885,0.029286392,0.15452342,0.007885818,0.000873077,0.00051945075,0.36562017],"genre_scores_gemma":[0.9967019,0.00003477841,0.000013491552,0.000113453716,0.0015877807,0.0000062460044,0.000012293524,0.000007909323,0.0015221472],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984453,0.00001930481,0.0008672797,0.000043461354,0.000492655,0.00013203615],"domain_scores_gemma":[0.9966609,0.0002561777,0.0017733232,0.00014424701,0.0011585065,0.0000068593376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002346223,0.000092481736,0.00018852502,0.0002830839,0.00018822253,0.0006909887,0.0004291328,0.000073633964,0.000013418062],"category_scores_gemma":[0.0006924003,0.000048517955,0.0002071592,0.0006915477,0.000019189189,0.0033851645,0.00007124515,0.00014673488,0.0000721981],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007922703,0.00006381497,0.014070977,0.0028494063,0.0007042873,6.039518e-7,0.0016064354,0.006939552,0.00025314812,0.5390232,0.4234108,0.010998556],"study_design_scores_gemma":[0.00017039802,0.000007769266,0.00357539,0.0003730132,0.00017266294,0.000008036437,0.000497504,0.036778294,0.00013001228,0.0006985918,0.9575105,0.00007785234],"about_ca_topic_score_codex":0.000025547502,"about_ca_topic_score_gemma":0.0000073478855,"teacher_disagreement_score":0.8816402,"about_ca_system_score_codex":0.0001834702,"about_ca_system_score_gemma":0.00006794165,"threshold_uncertainty_score":0.666322},"labels":[],"label_agreement":null},{"id":"W4390491648","doi":"10.17705/1jais.00869","title":"Should We Collaborate with AI to Conduct Literature Reviews? Changing Epistemic Values in a Flattening World","year":2024,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Explainable Artificial Intelligence (XAI)","field":"Computer Science","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Transparency (behavior); Scope (computer science); Computer science; Context (archaeology); Generative grammar; Process (computing); Artificial intelligence; Compromise; Quality (philosophy); Epistemology; Data science; Management science; Sociology; Engineering; Philosophy","score_opus":0.04314033247248466,"score_gpt":0.31966404047514946,"score_spread":0.2765237080026648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390491648","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029780678,0.015908007,0.7901204,0.13041836,0.02061217,0.007260911,0.00008903553,0.00031754287,0.005492864],"genre_scores_gemma":[0.9875688,0.00013616974,0.0028021024,0.001674581,0.00046033078,0.000103489656,0.000004144546,0.00001546647,0.0072348947],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99786067,0.00019317486,0.001031356,0.000094332594,0.0005647781,0.00025569834],"domain_scores_gemma":[0.9974275,0.0002681699,0.0010327791,0.00019739741,0.0010150631,0.00005908495],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0047536395,0.00012562056,0.00030291564,0.0009078023,0.0001530773,0.0017254855,0.00054308755,0.000069206646,7.5382695e-7],"category_scores_gemma":[0.0005120694,0.000078060584,0.00011419159,0.0037369519,0.0000059773324,0.0046461867,0.00006106545,0.0002947216,0.00004287336],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001820623,0.00006344153,0.006657634,0.0034853884,0.00046767428,0.00002710912,0.2697691,0.16102064,0.002337587,0.38002712,0.1498943,0.026067944],"study_design_scores_gemma":[0.00045352182,0.00019895443,0.00022344419,0.013399486,0.000049604536,0.00012764105,0.00453221,0.14757207,0.003223787,0.002284523,0.8275394,0.00039535086],"about_ca_topic_score_codex":0.0000060338757,"about_ca_topic_score_gemma":0.00001928878,"teacher_disagreement_score":0.95778817,"about_ca_system_score_codex":0.00088464184,"about_ca_system_score_gemma":0.0001725174,"threshold_uncertainty_score":0.9993108},"labels":[],"label_agreement":null},{"id":"W4396669585","doi":"10.17705/1jais.00844","title":"The Impact of Feature Exploitation and Exploration on Mobile Application Evolution and Success","year":2024,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Computer science; Work (physics); Data science; Knowledge management; Business; Marketing; Engineering","score_opus":0.01010858383810233,"score_gpt":0.3022014161917228,"score_spread":0.2920928323536205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396669585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96024,0.0021061571,0.0053541483,0.005273169,0.006790622,0.002941826,0.00011508086,0.00007822345,0.017100764],"genre_scores_gemma":[0.9988571,0.00018122603,0.000007543887,0.0000070995397,0.00025684742,0.000044626788,0.00000448418,0.0000036811664,0.00063742907],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988186,0.00019122331,0.00037963165,0.000039177718,0.00047750093,0.00009391637],"domain_scores_gemma":[0.9974264,0.00094785023,0.0009118969,0.000053600896,0.0006238488,0.00003639578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033925988,0.00005659969,0.00010973535,0.000092861286,0.00042838854,0.0005020603,0.00009708571,0.00009319798,1.6619389e-7],"category_scores_gemma":[0.001566795,0.000032957934,0.00009688067,0.00026039788,0.00004257933,0.0018473195,0.000009431569,0.000099516634,0.0000012480768],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005632887,0.00009857044,0.06338939,0.0006395531,0.000696135,1.4594596e-7,0.1841036,0.009831529,0.00039073572,0.5305061,0.0659662,0.14381483],"study_design_scores_gemma":[0.0025023597,0.0014978243,0.20566043,0.0017346486,0.00032537332,0.000013245266,0.17837797,0.025247732,0.00018662483,0.03132301,0.5525217,0.0006090799],"about_ca_topic_score_codex":0.00011900647,"about_ca_topic_score_gemma":0.000023330796,"teacher_disagreement_score":0.49918303,"about_ca_system_score_codex":0.0005521397,"about_ca_system_score_gemma":0.00014933902,"threshold_uncertainty_score":0.48413786},"labels":[],"label_agreement":null},{"id":"W4404034481","doi":"10.17705/1jais.00895","title":"How Does Big Data Analytics Shape Human Heuristics Adaptation in Strategic Decision-Making? A Perspective of Environmental Uncertainty Contingencies","year":2024,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Big data; Heuristics; Perspective (graphical); Adaptation (eye); Analytics; Data science; Computer science; Management science; Psychology; Artificial intelligence; Data mining; Engineering","score_opus":0.09734400511000739,"score_gpt":0.30120710045362387,"score_spread":0.20386309534361646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404034481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8676891,0.0020535493,0.08805436,0.0053682933,0.023316791,0.0029223738,0.0029881622,0.000113286325,0.007494113],"genre_scores_gemma":[0.9990574,0.000021872971,0.000063612315,0.00004976716,0.00065710425,0.0000028441336,0.00006226539,0.0000063222383,0.00007878362],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984093,0.000018661838,0.00077373575,0.00008184401,0.0006009638,0.00011549946],"domain_scores_gemma":[0.99710333,0.00025495965,0.0018945062,0.00018698578,0.00055425725,0.000005947954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015744034,0.00010024293,0.00021317985,0.00037232885,0.00011191686,0.0009296663,0.00047701568,0.000077171055,0.000004906927],"category_scores_gemma":[0.0010626585,0.00006251711,0.00009167717,0.0004377342,0.000024860286,0.0035353617,0.000113661816,0.00013970453,0.000004476333],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007485339,0.0006322245,0.10626244,0.0058277873,0.0019977451,0.000010401261,0.013983105,0.12293283,0.001556736,0.61456686,0.032040823,0.0994405],"study_design_scores_gemma":[0.0007182385,0.00003782985,0.012385443,0.0016067991,0.00033428433,0.000008917163,0.06293116,0.8215811,0.000022397362,0.015848689,0.08423218,0.00029291314],"about_ca_topic_score_codex":0.00008881837,"about_ca_topic_score_gemma":0.00010498615,"teacher_disagreement_score":0.69864833,"about_ca_system_score_codex":0.00038005767,"about_ca_system_score_gemma":0.00006472108,"threshold_uncertainty_score":0.8964793},"labels":[],"label_agreement":null},{"id":"W4412625351","doi":"10.17705/1jais.00928","title":"Empowering Marginalized Communities: A Framework for Social Inclusion","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Hong Kong Polytechnic University; International Development Research Centre","keywords":"Inclusion (mineral); Sociology; Public relations; Knowledge management; Political science; Social science; Computer science","score_opus":0.044691566775252094,"score_gpt":0.30614900017719837,"score_spread":0.26145743340194627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412625351","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26873595,0.0014658339,0.60015404,0.024013871,0.022167196,0.0041315737,0.0009426792,0.000100070094,0.07828881],"genre_scores_gemma":[0.9973841,0.000027839997,0.0006248535,0.00043139516,0.00014268176,0.000027220543,0.000015972533,0.0000053149865,0.0013406245],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986978,0.000049033275,0.0010049313,0.000022627282,0.00009148851,0.00013410852],"domain_scores_gemma":[0.99648577,0.00052283367,0.0024597596,0.00010180134,0.00041196757,0.000017866678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031236694,0.00007270891,0.00031676423,0.00025182508,0.0011345292,0.00024872558,0.000386138,0.0001459888,0.000004678056],"category_scores_gemma":[0.0011156098,0.000066073415,0.00027289594,0.00025749733,0.0000099802,0.0007330073,0.00015122721,0.00018767675,0.0000052163823],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011853872,0.000037513597,0.029892262,0.00021291715,0.00036643213,1.1437902e-8,0.059351448,0.00021781158,0.0000025779989,0.88661695,0.022296801,0.00088675367],"study_design_scores_gemma":[0.0017740772,0.000039445647,0.014579507,0.00019402894,0.000025824082,7.537511e-7,0.010358703,0.0013682967,0.000009672391,0.097977534,0.87353706,0.00013511236],"about_ca_topic_score_codex":0.00007805367,"about_ca_topic_score_gemma":0.000010328274,"teacher_disagreement_score":0.8512402,"about_ca_system_score_codex":0.0009022799,"about_ca_system_score_gemma":0.00007712165,"threshold_uncertainty_score":0.87259966},"labels":[],"label_agreement":null},{"id":"W44242338","doi":"","title":"Understanding Contributor Behavior within Large Free/Open Source Software Projects: A Socialization Perspective","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Socialization; Task (project management); Identification (biology); Perspective (graphical); Nature versus nurture; Open source software; Knowledge management; Adaptability; Conceptual model; Social integration; Computer science; Psychology; Software; Social psychology; Political science; Sociology; Engineering; Management; Systems engineering; Artificial intelligence","score_opus":0.04647819377151353,"score_gpt":0.28461873373282226,"score_spread":0.23814053996130874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W44242338","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001201337,0.0000093386525,0.99220407,0.0017092482,0.0022507128,0.0014393571,0.00007416248,0.000085542364,0.0010262514],"genre_scores_gemma":[0.9915749,7.843439e-7,0.0065074945,0.00059679896,0.0003295226,0.00010568004,0.000016447912,0.000016955886,0.0008514511],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99717194,0.0003175105,0.0011796684,0.00010983379,0.0009615535,0.00025947255],"domain_scores_gemma":[0.9906147,0.00050523574,0.005067358,0.0003852515,0.003368489,0.000058980666],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0059081637,0.00014129345,0.0003263207,0.000266874,0.0009439407,0.0024536853,0.0018113223,0.00016151661,0.000001354081],"category_scores_gemma":[0.007593456,0.000109221,0.0001775986,0.00089965714,0.000019562767,0.0053434805,0.00034559926,0.00023676737,0.000010308788],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027749536,0.00008486049,0.02666613,0.00004555319,0.00017882194,1.1913033e-7,0.030285353,0.0030131862,0.00001552818,0.9136328,0.025869843,0.00018004901],"study_design_scores_gemma":[0.02958431,0.0012975617,0.030559907,0.0013817216,0.0007951851,0.00023055851,0.09796842,0.1497359,0.00069794245,0.06698121,0.61860895,0.002158309],"about_ca_topic_score_codex":0.000050425344,"about_ca_topic_score_gemma":0.000020332296,"teacher_disagreement_score":0.99037355,"about_ca_system_score_codex":0.003250637,"about_ca_system_score_gemma":0.00048315927,"threshold_uncertainty_score":0.9985819},"labels":[],"label_agreement":null},{"id":"W45677056","doi":"","title":"IT Service Climate: A Definition and Research Model","year":2005,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science","score_opus":0.22183737329434702,"score_gpt":0.42351577913327765,"score_spread":0.20167840583893062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W45677056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81409013,0.00017765735,0.015334502,0.14097735,0.0026219974,0.0015404798,0.00026844375,0.00008922934,0.024900192],"genre_scores_gemma":[0.99736875,0.000023453604,0.0008644052,0.00091338286,0.00012859487,0.000013881202,0.000002477911,0.0000038067844,0.00068127346],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99659216,0.00021425298,0.001207112,0.00006298932,0.0017351974,0.00018825651],"domain_scores_gemma":[0.9930297,0.0007078531,0.0019389492,0.00020139971,0.0040696254,0.00005246171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015135615,0.00006706073,0.00018951877,0.00050129363,0.00039961445,0.00049046555,0.00048005904,0.00018283815,0.000004388134],"category_scores_gemma":[0.0035576867,0.000040774026,0.00010344211,0.0006726099,0.000018891904,0.0022442304,0.00008704178,0.0002912317,0.00011807403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035463707,0.00017873444,0.12019855,0.0001085933,0.00013931443,3.0204873e-7,0.024914332,0.058877595,0.0004696345,0.19433346,0.58694685,0.01347798],"study_design_scores_gemma":[0.002579644,0.00011162446,0.03957587,0.0001282587,0.000056726203,0.000106820786,0.013000904,0.16369854,0.00017132708,0.0114425905,0.7689288,0.00019889891],"about_ca_topic_score_codex":0.000003306513,"about_ca_topic_score_gemma":0.000011153705,"teacher_disagreement_score":0.18327859,"about_ca_system_score_codex":0.00034748524,"about_ca_system_score_gemma":0.000103504164,"threshold_uncertainty_score":0.52457327},"labels":[],"label_agreement":null},{"id":"W46576325","doi":"","title":"Beyond Traditional IT-enabled Innovation: Exploring Frugal IT Capabilities","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Emerging markets; Innovation management; Knowledge management; Competitive advantage; Industrial organization; Business; Open innovation; Resource (disambiguation); Improvisation; Economics; Marketing; Computer science","score_opus":0.043600483756337426,"score_gpt":0.21547756747613028,"score_spread":0.17187708371979285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W46576325","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4239267,0.000014043947,0.009629718,0.049729362,0.033136837,0.0016288469,0.000049241302,0.00011757699,0.48176765],"genre_scores_gemma":[0.98875016,0.0000013753543,0.00012802618,0.0063921795,0.002396236,0.000055013217,0.00005192872,0.00000864499,0.0022164609],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978585,0.000024004372,0.001364653,0.000051356466,0.000544922,0.0001565269],"domain_scores_gemma":[0.99438745,0.00016448974,0.0030619253,0.000095888354,0.00228245,0.000007796699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00400288,0.0001051733,0.00021618667,0.00042042183,0.00035986805,0.00059950474,0.00023152515,0.00007842051,0.000035802106],"category_scores_gemma":[0.0011648732,0.00008238808,0.00011839127,0.0004684758,0.000013546474,0.0054247356,0.000029117808,0.0001408467,0.000089097186],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020616815,0.000017959057,0.0062329266,0.00014574395,0.000085984924,2.2353797e-8,0.0013295102,0.0014771795,0.000013321439,0.8139863,0.17606147,0.00062896486],"study_design_scores_gemma":[0.0011287547,0.000010070521,0.009839764,0.000064439475,0.000024578847,0.000003180853,0.0047156527,0.0022196013,0.000026889302,0.006848209,0.9749828,0.000136073],"about_ca_topic_score_codex":0.0000118644975,"about_ca_topic_score_gemma":0.0000026748048,"teacher_disagreement_score":0.8071381,"about_ca_system_score_codex":0.0005582729,"about_ca_system_score_gemma":0.00009782242,"threshold_uncertainty_score":0.57810384},"labels":[],"label_agreement":null},{"id":"W48001806","doi":"","title":"Incorporating Virtual Teamwork Training into MIS Curricula","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Virtuality (gaming); Teamwork; Virtual team; Team effectiveness; Team composition; Knowledge management; Computer science; Management; Artificial intelligence","score_opus":0.015305399373260628,"score_gpt":0.2192289352449023,"score_spread":0.2039235358716417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W48001806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70755434,0.00026353906,0.10174021,0.008969667,0.043246165,0.003912836,0.00005610408,0.00040182928,0.13385533],"genre_scores_gemma":[0.99695,0.0000019673264,0.0002204796,0.0005459816,0.0018498448,0.000018901708,0.000011321251,0.000009263782,0.00039224778],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980114,0.000030369216,0.0010568814,0.000047987403,0.00071828347,0.0001350622],"domain_scores_gemma":[0.9934439,0.00015927694,0.0046057003,0.00010843954,0.0016695554,0.000013106651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015653393,0.00010674689,0.00022505695,0.00028326645,0.0005254916,0.00044835833,0.0002886901,0.0000812474,0.0000043002383],"category_scores_gemma":[0.0016306331,0.00007833883,0.00016868049,0.00068685634,0.000017139966,0.0046907864,0.00004131234,0.0001468625,0.000049030426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022647028,0.00013149851,0.3433803,0.0004789901,0.00048801114,0.0000030302883,0.021294313,0.1573636,0.00029671658,0.08670149,0.3766405,0.0129950745],"study_design_scores_gemma":[0.0020829753,0.00003919747,0.00656798,0.00036130162,0.00009537084,0.00004339018,0.014165852,0.017751537,0.000045227884,0.00068321754,0.95787156,0.00029238174],"about_ca_topic_score_codex":0.000030865413,"about_ca_topic_score_gemma":0.0000055876667,"teacher_disagreement_score":0.58123106,"about_ca_system_score_codex":0.00037235187,"about_ca_system_score_gemma":0.00010808484,"threshold_uncertainty_score":0.43235296},"labels":[],"label_agreement":null},{"id":"W48730118","doi":"","title":"Electronic Performance Support: An End User Training Perspective","year":2004,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Spreadsheets and End-User Computing","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of Waterloo","keywords":"Retraining; Computer science; Knowledge management; End user; Competitor analysis; Conceptualization; Commit; Perspective (graphical); Electronic performance support systems; World Wide Web; Artificial intelligence; Marketing","score_opus":0.01562799213754711,"score_gpt":0.24340449520642826,"score_spread":0.22777650306888114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W48730118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49974614,0.00011747912,0.47274822,0.0040098126,0.008424287,0.0010173977,0.000015889978,0.00017100733,0.013749782],"genre_scores_gemma":[0.998338,0.000005116701,0.0010222805,0.00019967898,0.00027117442,0.0000050432322,0.0000016013187,0.000004815221,0.00015232975],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99842787,0.000051656454,0.0006187164,0.00006436348,0.00056621997,0.000271171],"domain_scores_gemma":[0.9972157,0.00007101294,0.0016323131,0.0001824453,0.00084327534,0.00005525816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019826868,0.00009112855,0.00017518122,0.00014604858,0.00026491415,0.00044227054,0.0006622899,0.0000666894,0.000001026398],"category_scores_gemma":[0.00018257092,0.000064810476,0.00013665853,0.0002751878,0.0000066935013,0.0046363645,0.000043834065,0.00019574072,0.000010697709],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004483869,0.00007981584,0.0074827834,0.000067987385,0.00031012524,5.426118e-7,0.10052318,0.24495587,0.00014665423,0.6344842,0.0017571287,0.010146918],"study_design_scores_gemma":[0.0152301965,0.003785176,0.11618742,0.00077156635,0.00024028421,0.0011861528,0.039428502,0.2882152,0.0036960037,0.012060704,0.51756644,0.0016323542],"about_ca_topic_score_codex":0.000024245777,"about_ca_topic_score_gemma":0.000004755186,"teacher_disagreement_score":0.62242347,"about_ca_system_score_codex":0.0014339058,"about_ca_system_score_gemma":0.000423567,"threshold_uncertainty_score":0.4264825},"labels":[],"label_agreement":null},{"id":"W49815185","doi":"","title":"IT Champions as Agents of Change: a Social Capital Perspective","year":2012,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Champion; Social capital; Perspective (graphical); Process (computing); Championship; Knowledge management; Variance (accounting); Computer science; Management science; Sociology; Political science; Business; Economics; Social science; Artificial intelligence","score_opus":0.08833229947463656,"score_gpt":0.357482454599625,"score_spread":0.26915015512498847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W49815185","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27247968,0.00038714672,0.00061973673,0.014956825,0.015651206,0.00262693,0.00008670798,0.000043982633,0.6931478],"genre_scores_gemma":[0.99536824,0.00001337342,0.000009189747,0.00011919779,0.0013255546,0.00001583453,0.0000020372095,0.0000032041428,0.0031433792],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985333,0.00013556039,0.00047018693,0.00002224796,0.0006562071,0.00018246403],"domain_scores_gemma":[0.9968749,0.00009821651,0.0018638086,0.00004527747,0.001072264,0.00004549203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029809652,0.000053135685,0.0001543649,0.00014111614,0.0004554419,0.00009974243,0.0002178423,0.00008206944,0.0000125998995],"category_scores_gemma":[0.0009848692,0.000041085583,0.00019862552,0.00023954656,0.000020442374,0.0021103434,0.000033966,0.00008565365,0.000030447289],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017788505,0.000047207595,0.023370849,0.000043132663,0.00018407435,2.0713369e-8,0.7216289,0.00001291696,0.0000056865974,0.23017612,0.024195058,0.0003182641],"study_design_scores_gemma":[0.0007560181,0.000037933307,0.031521622,0.00006419534,0.00010004926,0.0000011717381,0.3362071,0.00007801496,0.000023114311,0.00054597633,0.6305591,0.00010574748],"about_ca_topic_score_codex":0.0002108104,"about_ca_topic_score_gemma":0.000037445836,"teacher_disagreement_score":0.7228885,"about_ca_system_score_codex":0.00084868964,"about_ca_system_score_gemma":0.00007559106,"threshold_uncertainty_score":0.3502937},"labels":[],"label_agreement":null},{"id":"W53877825","doi":"","title":"THE ROLE OF INFORMATION TECHNOLOGY AS A FIRM-SPECIFIC ADVANTAGE IN INTERNATIONALIZATION OF FIRMS : THEORY AND EVIDENCE","year":2013,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"International Business and FDI","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Concordia University","funders":"","keywords":"Internationalization; Industrial organization; Business; Empirical evidence; Production (economics); Economic geography; International trade; Economics; Microeconomics","score_opus":0.005949296583950922,"score_gpt":0.2185206084162051,"score_spread":0.2125713118322542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W53877825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9611126,0.002326912,0.012273276,0.0054523833,0.0033839082,0.0024469427,0.000025307321,0.000032047345,0.012946578],"genre_scores_gemma":[0.99953866,0.00008744553,0.000030184563,0.000101354155,0.000104066625,0.000027910904,0.00000651617,0.0000033499657,0.000100517194],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983558,0.000026868378,0.0010274256,0.000030352006,0.0004714547,0.00008807909],"domain_scores_gemma":[0.993454,0.000368079,0.0037343209,0.00008980073,0.0023490486,0.0000047445965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020131923,0.00007048372,0.00015536607,0.00046322495,0.0000961245,0.00023861037,0.00029886077,0.00007596884,0.0000066336784],"category_scores_gemma":[0.0021199163,0.00004368453,0.00006903722,0.00041252148,0.000029883713,0.006251419,0.000066353285,0.00008758175,0.000015903111],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013559265,0.0000193104,0.08885032,0.0001922653,0.000057455232,2.3170479e-8,0.00064796145,0.0014241416,0.00032793503,0.89814466,0.0009231046,0.0092772115],"study_design_scores_gemma":[0.0030128567,0.000095204006,0.28270248,0.0020817972,0.00008836464,0.000024903493,0.022217099,0.035926163,0.0011099504,0.16493052,0.48747778,0.00033288923],"about_ca_topic_score_codex":0.000095657444,"about_ca_topic_score_gemma":0.0000052308064,"teacher_disagreement_score":0.73321414,"about_ca_system_score_codex":0.00013395118,"about_ca_system_score_gemma":0.000035398112,"threshold_uncertainty_score":0.45321277},"labels":[],"label_agreement":null},{"id":"W54187639","doi":"","title":"Raising Students' Concept in Protecting Information Privacy through Information Ethics Education","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Raising (metalworking); Perception; Information privacy; Personally identifiable information; Context (archaeology); Internet privacy; Information ethics; Privacy by Design; Knowledge management; Computer science; Psychology; Public relations; Political science; Computer security; Engineering","score_opus":0.04535136256082465,"score_gpt":0.37213241022946586,"score_spread":0.3267810476686412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W54187639","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33862576,0.0008215894,0.421909,0.09034621,0.048936557,0.028713394,0.00038806777,0.00064335676,0.069616064],"genre_scores_gemma":[0.9976344,0.00006248199,0.00042362904,0.0012125064,0.00048766195,0.00004612746,0.00005604084,0.0000037026596,0.00007342653],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.995447,0.0006833576,0.001767675,0.000054257493,0.0017566972,0.00029103557],"domain_scores_gemma":[0.9923047,0.00037819636,0.004754403,0.00021507959,0.002282974,0.0000646859],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.010114031,0.00013817432,0.00025993437,0.000392802,0.0010905185,0.0013206388,0.0007904028,0.0003674318,0.0000024935603],"category_scores_gemma":[0.019253578,0.00011741119,0.00015421736,0.0007808065,0.000029275154,0.026975913,0.00007147857,0.00077750516,0.000022569688],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024158816,0.00020463894,0.011929516,0.00032555757,0.000100110716,7.114101e-8,0.8309975,0.004640431,0.000033467262,0.0754051,0.01918184,0.056940135],"study_design_scores_gemma":[0.002163539,0.00015457171,0.018762209,0.00051145337,0.000044458044,0.000009743448,0.05155615,0.00048234695,0.00017184252,0.008240014,0.9176305,0.00027315525],"about_ca_topic_score_codex":0.00072244345,"about_ca_topic_score_gemma":0.000028147702,"teacher_disagreement_score":0.89844865,"about_ca_system_score_codex":0.0021642742,"about_ca_system_score_gemma":0.0010901006,"threshold_uncertainty_score":0.9997161},"labels":[],"label_agreement":null},{"id":"W54896527","doi":"","title":"Time for a Change: An Exploration of Information Systems Discontinuance","year":2007,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Information system; Inertia; Knowledge management; Investment (military); Phase (matter); Business; Process management; Management science; Computer science; Engineering; Political science","score_opus":0.027349684319056978,"score_gpt":0.2513800183032563,"score_spread":0.2240303339841993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W54896527","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41157797,0.00026823313,0.51125497,0.0038789485,0.022357196,0.01373127,0.0005998316,0.00038615,0.03594543],"genre_scores_gemma":[0.9981498,0.000005930738,0.00011595454,0.0003423678,0.00094016903,0.0000843494,0.00011017711,0.000007440915,0.00024377787],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99746823,0.000013411685,0.0016839906,0.000039038576,0.00058633304,0.00020902262],"domain_scores_gemma":[0.9888306,0.00009546537,0.008221607,0.00015850744,0.0026812365,0.000012550661],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0038544317,0.00012252452,0.00029512652,0.000453799,0.00020497956,0.00039818266,0.00033803695,0.00018406053,0.0000011909386],"category_scores_gemma":[0.0006983816,0.00009105265,0.00017051022,0.000418281,0.00001908429,0.039807152,0.000025807905,0.00011043082,0.000033350938],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010369502,0.00013450695,0.010111262,0.0028508645,0.0003686423,1.4937511e-7,0.010508365,0.01607467,0.00034201285,0.90663934,0.035087977,0.01684528],"study_design_scores_gemma":[0.0043747174,0.000214422,0.00976579,0.00045781065,0.00018761924,0.000010933271,0.020288391,0.052858982,0.0005079853,0.0017017839,0.9092204,0.00041114452],"about_ca_topic_score_codex":0.000057245237,"about_ca_topic_score_gemma":0.000009337426,"teacher_disagreement_score":0.9049375,"about_ca_system_score_codex":0.00024215909,"about_ca_system_score_gemma":0.00004914333,"threshold_uncertainty_score":0.97362256},"labels":[],"label_agreement":null},{"id":"W566474240","doi":"","title":"What is a Contribution to IS Design Science Knowledge","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Field (mathematics); Design science research; Computer science; Order (exchange); Epistemology; Design science; Rigour; Work (physics); Data science; Sociology; Knowledge management; Engineering; Information system; Mathematics; Philosophy","score_opus":0.02417264641376984,"score_gpt":0.34047756891608943,"score_spread":0.3163049225023196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W566474240","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038276076,0.00025123206,0.80412346,0.036066093,0.060410663,0.009502268,0.0001830372,0.00014188475,0.051045265],"genre_scores_gemma":[0.9958385,0.00002660727,0.00019524977,0.001574745,0.000559287,0.00003654207,0.000003156169,0.0000043065015,0.0017616082],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99692523,0.0003327319,0.0011173928,0.000056278208,0.0012716079,0.00029678174],"domain_scores_gemma":[0.99149466,0.00037848667,0.0026028687,0.00014359817,0.0052547734,0.00012561394],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.017575001,0.0000881534,0.00021006173,0.00031910426,0.00134262,0.0015922446,0.0004820656,0.00009376839,0.000010172423],"category_scores_gemma":[0.0026780232,0.00006566301,0.0001434945,0.0008905204,0.000049459322,0.008474011,0.000035881098,0.00008458102,0.00011833834],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010845256,0.000028686312,0.0016861618,0.00008039334,0.00009912646,1.0989031e-8,0.3289314,0.0011658992,0.00019739722,0.5259493,0.13213997,0.009613228],"study_design_scores_gemma":[0.00068129203,0.00008662578,0.00051495957,0.000116747564,0.000022560478,0.0000019817385,0.025010051,0.0012848262,0.0010754659,0.0006241258,0.97048604,0.00009534224],"about_ca_topic_score_codex":0.00004144823,"about_ca_topic_score_gemma":0.000006679951,"teacher_disagreement_score":0.95756245,"about_ca_system_score_codex":0.0016358449,"about_ca_system_score_gemma":0.00052428135,"threshold_uncertainty_score":0.9999575},"labels":[],"label_agreement":null},{"id":"W566768671","doi":"","title":"The Impact of Executive Team Competencies on XBRL Aoption","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Financial Reporting and XBRL","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"XBRL; Computer science; Knowledge management; Executive summary; Process management; Business; World Wide Web; Finance","score_opus":0.010169628373104195,"score_gpt":0.23536440465452038,"score_spread":0.22519477628141618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W566768671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84385145,0.00005539393,0.0025734333,0.0012646542,0.008069072,0.0009980602,0.000017652503,0.00004443667,0.14312586],"genre_scores_gemma":[0.9985697,0.0000030624392,0.000008425353,0.00007351174,0.000632129,0.0000049051546,0.0000034418165,0.0000040539185,0.0007007575],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852705,0.000028160264,0.000820002,0.000026466863,0.00048350182,0.000114848255],"domain_scores_gemma":[0.99236476,0.00027364457,0.0058686794,0.00010461359,0.0013822733,0.0000060293346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032912556,0.00007130761,0.00017635888,0.00011640381,0.00032973476,0.00026464334,0.00018958912,0.000054189666,4.873743e-7],"category_scores_gemma":[0.003484716,0.00003568597,0.00026941526,0.00020335846,0.0000128881775,0.0011580416,0.000021668942,0.000099122386,0.000016656077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006229132,0.00014857449,0.21334988,0.00039530723,0.0007031785,1.10248926e-7,0.0024235346,0.07628431,0.0006453426,0.294485,0.3981723,0.01276956],"study_design_scores_gemma":[0.0014416241,0.00020728857,0.25605464,0.00034401016,0.0001114881,0.000007386912,0.001995768,0.028859422,0.00014857113,0.0028028113,0.70784426,0.00018273495],"about_ca_topic_score_codex":0.00013443345,"about_ca_topic_score_gemma":0.00000497898,"teacher_disagreement_score":0.30967197,"about_ca_system_score_codex":0.0002455855,"about_ca_system_score_gemma":0.000049887232,"threshold_uncertainty_score":0.4171782},"labels":[],"label_agreement":null},{"id":"W571228736","doi":"","title":"The Enabling Role of IT in Frugal Innovation","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Knowledge management; Absorptive capacity; Improvisation; Dynamic capabilities; Phenomenon; Black box; Empirical research; Computer science; Emerging markets; Conceptual framework; Conceptual model; Business; Management science; Economics; Sociology; Artificial intelligence; Epistemology","score_opus":0.008620919908218465,"score_gpt":0.20628944956944467,"score_spread":0.1976685296612262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W571228736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8115265,0.00005812355,0.004025696,0.0147323795,0.01411637,0.0015594114,0.000008278555,0.00003371026,0.15393956],"genre_scores_gemma":[0.9981784,0.0000023063199,0.000022918715,0.0008106478,0.00039461965,0.000008596643,0.0000059277763,0.0000034771583,0.00057310046],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983637,0.00002019464,0.0011894616,0.000024327688,0.0003050256,0.000097325],"domain_scores_gemma":[0.99453884,0.00014091175,0.0038064148,0.000070362374,0.0014410237,0.0000024476942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053039747,0.00005244977,0.0001337501,0.00029367063,0.00017062285,0.00025799376,0.00020027818,0.00005599644,0.0000018873839],"category_scores_gemma":[0.0013359478,0.000033249296,0.000058633104,0.00049639074,0.0000074181044,0.0016212673,0.000026693502,0.00009334352,0.000015292284],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045055614,0.000018839872,0.07258261,0.00011002193,0.00006990666,8.297709e-9,0.0015285745,0.0031687084,0.00014940773,0.89293027,0.021209834,0.008186735],"study_design_scores_gemma":[0.00070815394,0.0000045767497,0.020342097,0.00005513624,0.000008187791,4.8610076e-7,0.0034563965,0.006764888,0.000063238534,0.0021314898,0.9664122,0.00005318163],"about_ca_topic_score_codex":0.000024732666,"about_ca_topic_score_gemma":0.000008581634,"teacher_disagreement_score":0.94520235,"about_ca_system_score_codex":0.0002543547,"about_ca_system_score_gemma":0.00005182369,"threshold_uncertainty_score":0.24878396},"labels":[],"label_agreement":null},{"id":"W57324735","doi":"","title":"Operationalizing Personalized Medicine: Data Translation Practices in Bioinformatics Laboratories","year":2012,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sociotechnical system; Operationalization; Sensemaking; Data science; Data integration; Computer science; Translational research; Knowledge management; Medicine; Data mining","score_opus":0.3241643855252268,"score_gpt":0.4474313848828543,"score_spread":0.12326699935762747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W57324735","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14045496,0.007136768,0.53987914,0.08048704,0.13372798,0.008141116,0.0025979916,0.00019287823,0.08738211],"genre_scores_gemma":[0.9945334,0.00002357783,0.0030790034,0.00037945824,0.00080939487,0.000007979235,0.00012184264,0.000005181384,0.0010401367],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949797,0.0003366107,0.002021756,0.000078642355,0.0024026358,0.00018069994],"domain_scores_gemma":[0.98800737,0.0024229833,0.007303511,0.00055160286,0.0016546885,0.000059858223],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04133506,0.00008396477,0.0002489219,0.0004196828,0.0002372849,0.00079360476,0.0011921139,0.0000633505,0.000010286277],"category_scores_gemma":[0.032671954,0.000048302252,0.00006357335,0.0011732291,0.000025821646,0.011544993,0.00011866861,0.00012736415,0.000029476638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014354129,0.00010953518,0.21948175,0.00016187743,0.00021327072,1.3246382e-7,0.062174574,0.014203614,0.000051923194,0.05245322,0.630131,0.020875538],"study_design_scores_gemma":[0.0009290958,0.000018539758,0.008879401,0.0000761697,0.000035846948,0.0000072599896,0.01856643,0.05581225,0.000006463066,0.00020298322,0.91539145,0.00007411027],"about_ca_topic_score_codex":0.00002676874,"about_ca_topic_score_gemma":0.000011140612,"teacher_disagreement_score":0.8540785,"about_ca_system_score_codex":0.0002545743,"about_ca_system_score_gemma":0.00014334633,"threshold_uncertainty_score":0.9871473},"labels":[],"label_agreement":null},{"id":"W57675870","doi":"","title":"Evaluating Qualitative Research: Education of the Guard","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Confessional; Positivism; Qualitative research; Postmodernism; Grounded theory; Ethnography; Guard (computer science); Sociology; Epistemology; Engineering ethics; Management science; Computer science; Social science; Political science; Engineering; Philosophy","score_opus":0.17700708077850824,"score_gpt":0.5384642718530621,"score_spread":0.3614571910745539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W57675870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5745134,0.00030758532,0.006131413,0.012343644,0.027868351,0.008243188,0.0003050233,0.000050823972,0.3702366],"genre_scores_gemma":[0.99461055,0.000004411987,0.00015426302,0.00007270182,0.0006053785,0.000040474308,0.000008905383,0.000004036486,0.0044992594],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941273,0.001962686,0.0015653797,0.00003492504,0.002111042,0.00019871024],"domain_scores_gemma":[0.987246,0.0010025282,0.005180772,0.00014518962,0.006398742,0.00002677878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0274718,0.00006402701,0.00017376368,0.00019730517,0.0010796483,0.0002531864,0.00041454547,0.00009417605,0.0000061630262],"category_scores_gemma":[0.004780495,0.00003979533,0.00020300262,0.00071953237,0.00007279581,0.0019867797,0.000032489424,0.00015991546,0.0000090502],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003456672,0.000027973052,0.0029399104,0.000099293124,0.000050938506,2.2491886e-9,0.18109033,0.0014875171,0.00011911885,0.7621804,0.05053349,0.0014364881],"study_design_scores_gemma":[0.00075174513,0.0000773197,0.0051768622,0.0002191693,0.0000385857,0.0000020436007,0.4117033,0.00023104415,0.00043604372,0.009085097,0.5721921,0.00008675235],"about_ca_topic_score_codex":0.0012310323,"about_ca_topic_score_gemma":0.00007617102,"teacher_disagreement_score":0.75309527,"about_ca_system_score_codex":0.001209646,"about_ca_system_score_gemma":0.0010584231,"threshold_uncertainty_score":0.9521232},"labels":[],"label_agreement":null},{"id":"W600908991","doi":"","title":"Integrating social features in service systems: the case of a library service","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Service (business); Service design; World Wide Web; Extension (predicate logic); Knowledge management; Data science; Service delivery framework; Business; Marketing","score_opus":0.02379328346607581,"score_gpt":0.2228136570802334,"score_spread":0.1990203736141576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W600908991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9309033,0.00024122842,0.00023572402,0.023327732,0.0067620645,0.002030036,0.000054246255,0.000065331216,0.036380347],"genre_scores_gemma":[0.9948221,0.0000016292731,0.000032855525,0.003902749,0.0010957415,0.000019224304,0.000016565817,0.000009618818,0.0000995064],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9983769,0.000060697595,0.001078118,0.000045048764,0.0003092974,0.00012991374],"domain_scores_gemma":[0.99370074,0.000115587056,0.0043179267,0.00012627264,0.0017346531,0.000004840181],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023051512,0.00010127348,0.00022208395,0.00028687614,0.00022208123,0.00034874058,0.00037932026,0.00010795793,0.000004167578],"category_scores_gemma":[0.00028207726,0.00006004975,0.000092361166,0.0014021634,0.0000052605064,0.0050905286,0.0000672828,0.00020260658,0.000010862602],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008883411,0.00026217892,0.09947363,0.010719695,0.000852866,0.000009514232,0.1010757,0.0055323304,0.0004307299,0.6677375,0.10848008,0.004537448],"study_design_scores_gemma":[0.0075536785,0.00010748834,0.1673002,0.0027878406,0.00080217683,0.00071846583,0.3853052,0.044590138,0.00084764464,0.008709414,0.38020626,0.0010715161],"about_ca_topic_score_codex":0.0019979787,"about_ca_topic_score_gemma":0.0002355675,"teacher_disagreement_score":0.65902805,"about_ca_system_score_codex":0.00009642114,"about_ca_system_score_gemma":0.00006179909,"threshold_uncertainty_score":0.369051},"labels":[],"label_agreement":null},{"id":"W605894296","doi":"","title":"JustDial: Reducing the Digital Divide through an ICT-Enabled Application of Appropriate Technology and Fortune-Seeking Behavior at the Bottom of the Pyramid","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bottom of the pyramid; Top-down and bottom-up design; Information and Communications Technology; Pyramid (geometry); Digital divide; Computer science; Business; Marketing; World Wide Web; Mathematics","score_opus":0.019511303122176863,"score_gpt":0.22074193700829756,"score_spread":0.2012306338861207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W605894296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870889,0.00002388452,0.0024886967,0.00201805,0.0013475054,0.0012343972,0.000014545359,0.000018514522,0.0057654968],"genre_scores_gemma":[0.999229,0.000004021367,0.000045414497,0.00021542075,0.00016115817,0.000047444064,0.000008110509,0.000007456303,0.0002819767],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984972,0.000021595113,0.0009997741,0.000052976604,0.00031146416,0.000117003576],"domain_scores_gemma":[0.99420047,0.000065052816,0.0048098024,0.00021268445,0.0007073569,0.0000046101713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018949934,0.00008744812,0.00018876181,0.00012300162,0.00041234746,0.00017634786,0.0003992482,0.00009727784,0.000002374529],"category_scores_gemma":[0.00027969474,0.00004292071,0.000102491096,0.00036423787,0.00006207682,0.0021134447,0.00013388076,0.00014032226,0.0000036723486],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020370456,0.00020029888,0.44108003,0.0005845548,0.000590522,8.620447e-8,0.02865039,0.0011811798,0.0015799059,0.49531305,0.005210587,0.025405684],"study_design_scores_gemma":[0.0052663847,0.00013218196,0.37913153,0.00050489977,0.0009309452,0.000044617544,0.06315182,0.014805902,0.0039369306,0.017168714,0.51419604,0.0007300327],"about_ca_topic_score_codex":0.000079373895,"about_ca_topic_score_gemma":0.000009532528,"teacher_disagreement_score":0.50898546,"about_ca_system_score_codex":0.00019901419,"about_ca_system_score_gemma":0.000055098426,"threshold_uncertainty_score":0.3171485},"labels":[],"label_agreement":null},{"id":"W608507990","doi":"","title":"Why Should I Provide Social Support? A Social Capital Perspective of Individual Helping Behavior in Healthcare Virtual Support Communities","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Social capital; Social support; Perspective (graphical); Knowledge management; Virtual community; Psychology; Public relations; Sociology; Social psychology; Business; Computer science; World Wide Web; Political science; The Internet; Social science","score_opus":0.05387221819660068,"score_gpt":0.328789164556751,"score_spread":0.2749169463601503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W608507990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93768424,0.0000470595,0.00084263296,0.019010363,0.0051330677,0.0029278677,0.00027942605,0.000065741115,0.034009587],"genre_scores_gemma":[0.9985642,0.000003826771,0.0000126057585,0.00033188192,0.00056823745,0.000034417943,0.000020594432,0.0000074046643,0.00045686652],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99696654,0.00055849686,0.0010235668,0.000045881843,0.0011386133,0.00026689377],"domain_scores_gemma":[0.9958855,0.00023249317,0.0024855046,0.00006721364,0.0012874831,0.000041810043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006251523,0.000103095445,0.00034522003,0.0003378714,0.0008768164,0.00030452118,0.0005080072,0.00018117114,0.000007530549],"category_scores_gemma":[0.0006165179,0.00009019648,0.00024709184,0.00030434947,0.00006915598,0.0016619752,0.00008910658,0.00029745608,0.000003821463],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006726099,0.000082213206,0.06629123,0.0001454713,0.00013355208,1.8698978e-7,0.7461498,0.0000734635,0.0000070698675,0.17181908,0.01313963,0.0020910518],"study_design_scores_gemma":[0.0021534492,0.00035547756,0.0656513,0.00010228369,0.00016479385,0.0000025132135,0.84048986,0.00018123141,0.000025598361,0.0008451443,0.08977854,0.00024982519],"about_ca_topic_score_codex":0.001688293,"about_ca_topic_score_gemma":0.0021707301,"teacher_disagreement_score":0.17097393,"about_ca_system_score_codex":0.0012906141,"about_ca_system_score_gemma":0.00030826047,"threshold_uncertainty_score":0.67438513},"labels":[],"label_agreement":null},{"id":"W62059845","doi":"","title":"How CIO Position Influences IT Investments and Firm Performance","year":2013,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Business; Industrial organization; Position (finance); Computer science; Finance","score_opus":0.009156772934498819,"score_gpt":0.18949546593766642,"score_spread":0.1803386930031676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W62059845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833627,0.000036878326,0.0002464955,0.006700448,0.0011073493,0.0005458694,0.000005680237,0.000026644078,0.007967972],"genre_scores_gemma":[0.99708325,0.00001865391,0.000032049076,0.001891786,0.00023852942,0.000028278986,0.000007535816,0.0000031765592,0.00069673517],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989136,0.0000075440507,0.00053857226,0.000030758594,0.0003820505,0.0001275148],"domain_scores_gemma":[0.99611074,0.000030547923,0.002813728,0.000076035474,0.00096067024,0.000008273614],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006003038,0.00008266944,0.00013989887,0.00018651999,0.00024367042,0.0010133963,0.0001882862,0.000103741964,0.0000024403437],"category_scores_gemma":[0.00027231316,0.00005541874,0.00006424495,0.00020861324,0.000016932836,0.013996973,0.000032595053,0.000110731286,0.00005154308],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008594265,0.000058763726,0.551894,0.0014643021,0.00042173284,2.0465154e-7,0.0025364228,0.0024228161,0.00041624845,0.16926095,0.25347397,0.017964633],"study_design_scores_gemma":[0.0020908336,0.00007039603,0.43988955,0.00028706703,0.00009677175,0.000028147373,0.0060754046,0.015735153,0.0002881311,0.002616116,0.5325349,0.00028754017],"about_ca_topic_score_codex":0.000038649912,"about_ca_topic_score_gemma":0.0000020847071,"teacher_disagreement_score":0.27906093,"about_ca_system_score_codex":0.00014332318,"about_ca_system_score_gemma":0.000026362191,"threshold_uncertainty_score":0.99979377},"labels":[],"label_agreement":null},{"id":"W625246740","doi":"","title":"On the XML Data Stream and Xpath Queries","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"XPath; Computer science; Streaming XML; Efficient XML Interchange; XML database; Information retrieval; XML; XML Encryption; XML validation; XML Schema Editor; XML Signature; Focus (optics); Database; World Wide Web","score_opus":0.03119640806529936,"score_gpt":0.24420769330226075,"score_spread":0.2130112852369614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W625246740","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058125667,0.00046606027,0.9180693,0.00843707,0.006973983,0.0014742706,0.0007618402,0.000080737336,0.0056110537],"genre_scores_gemma":[0.9964578,0.000067974215,0.0019815448,0.00042911147,0.00023012033,0.000012633064,0.000016771275,0.000004616776,0.0007994198],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99872386,0.00009520289,0.0005334404,0.000053105538,0.00049255515,0.00010182562],"domain_scores_gemma":[0.9970289,0.00045396184,0.0016486541,0.0004609107,0.00037831962,0.000029292254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015904396,0.00007104992,0.00014604325,0.00005667791,0.00040897608,0.00014440571,0.00060742913,0.000038317823,3.5696917e-7],"category_scores_gemma":[0.0010236665,0.000035576108,0.0000496196,0.0001466821,0.000019660352,0.0036080822,0.00015674543,0.00010531986,0.0000059179847],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023890005,0.000018296143,0.0033704564,0.000053270363,0.000102292965,5.032513e-7,0.0049528927,0.0011754896,0.000019525918,0.9015549,0.08735364,0.0013748555],"study_design_scores_gemma":[0.0006554413,0.0001133169,0.005050058,0.00014183266,0.00001492239,0.00017816052,0.0015561336,0.014044238,0.00012787555,0.00059730274,0.9773912,0.00012950883],"about_ca_topic_score_codex":0.000016255766,"about_ca_topic_score_gemma":0.0000031450074,"teacher_disagreement_score":0.93833214,"about_ca_system_score_codex":0.00012080875,"about_ca_system_score_gemma":0.00008759668,"threshold_uncertainty_score":0.31455547},"labels":[],"label_agreement":null},{"id":"W626639204","doi":"","title":"INFORMATION SECURITY POLICY COMPLIANCE: THE ROLE OF FAIRNESS, COMMITMENT, AND COST BELIEFS","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information and Cyber Security","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Institute for Computing, Information and Cognitive Systems","keywords":"Moderation; Compliance (psychology); Affect (linguistics); Organizational commitment; Business; Psychology; Social psychology; Information security; Public relations; Knowledge management; Political science; Computer science; Computer security","score_opus":0.017835519699994806,"score_gpt":0.2427172990969283,"score_spread":0.2248817793969335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W626639204","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047429413,0.0013083174,0.44026804,0.016378364,0.016918007,0.013206304,0.0012378071,0.00037876537,0.46287498],"genre_scores_gemma":[0.99911594,0.000027936552,0.00023192116,0.00046855726,0.00007778146,0.00002082453,0.000008152778,0.000002155868,0.000046723202],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979263,0.000114112634,0.0011431278,0.00002900346,0.00062715984,0.00016030285],"domain_scores_gemma":[0.99441165,0.00012382578,0.0037597176,0.00025841757,0.0013938928,0.000052489748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018803617,0.0001025921,0.00020800107,0.00018673329,0.00029439235,0.00029853088,0.00076239655,0.00009239311,0.0000012583195],"category_scores_gemma":[0.0003403513,0.000062850704,0.00013305216,0.00039305483,0.00003202719,0.0065200077,0.0001263985,0.00017199514,0.0000133893855],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030008932,0.000034021126,0.0070615606,0.00012688931,0.000103970066,1.5625812e-8,0.070537776,0.00015301914,0.0000068682452,0.90908223,0.005576526,0.0072871326],"study_design_scores_gemma":[0.0026080231,0.00017970012,0.05343636,0.00020013683,0.00005207104,0.00007961854,0.014353873,0.033450615,0.0011131899,0.017339692,0.8769069,0.00027982693],"about_ca_topic_score_codex":0.00012255493,"about_ca_topic_score_gemma":0.0000054652296,"teacher_disagreement_score":0.95168656,"about_ca_system_score_codex":0.00026102664,"about_ca_system_score_gemma":0.00016378098,"threshold_uncertainty_score":0.47268483},"labels":[],"label_agreement":null},{"id":"W627628822","doi":"","title":"Access Affordance of Mobile Technology in e-Commerce: Change of Purchase Time Dispersion","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Affordance; Software portability; Channel (broadcasting); Mobile commerce; Computer science; Mobile device; Mobile technology; Mobile Web; Mobile telephony; Dispersion (optics); The Internet; Business; Telecommunications; World Wide Web; Human–computer interaction; Mobile radio","score_opus":0.014325878662172402,"score_gpt":0.22362394100455318,"score_spread":0.20929806234238077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W627628822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99354094,0.000020090776,0.00020834744,0.00029434127,0.00055575423,0.00036899434,0.000009847042,0.0000061718933,0.00499552],"genre_scores_gemma":[0.99963355,0.000004552282,0.000012087956,0.00010144178,0.00014876827,0.000012593611,0.000007816584,0.0000037408297,0.00007543254],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989703,0.0000021987844,0.00074612413,0.000025947464,0.00016580857,0.00008961443],"domain_scores_gemma":[0.9962532,0.000043671113,0.0032463942,0.00008669155,0.0003654945,0.000004577763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011307526,0.000054756325,0.00023258239,0.00035943362,0.000034471967,0.00014403049,0.0002844118,0.00007115478,0.0000023853],"category_scores_gemma":[0.00028008525,0.000039132974,0.00009267205,0.00029009642,0.000010330372,0.007618562,0.000068967325,0.000058709422,0.000012191935],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004834769,0.0004090068,0.6613661,0.0034075594,0.0002877444,1.5538444e-7,0.0019496819,0.03222018,0.00080983544,0.22398432,0.014345521,0.060736436],"study_design_scores_gemma":[0.009872147,0.00036013505,0.10305399,0.0019998003,0.00018908513,0.000010446211,0.009261799,0.18945792,0.0014800273,0.02084698,0.66274023,0.00072744617],"about_ca_topic_score_codex":0.000039522354,"about_ca_topic_score_gemma":0.000004089727,"teacher_disagreement_score":0.6483947,"about_ca_system_score_codex":0.000104713894,"about_ca_system_score_gemma":0.000010201742,"threshold_uncertainty_score":0.55232733},"labels":[],"label_agreement":null},{"id":"W62816202","doi":"","title":"Knowledge Creation at Multidisciplinary Patient Care Meetings: Implications for the Use of Collaborative Information Technology","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multidisciplinary approach; Knowledge management; Context (archaeology); Health care; Work (physics); Knowledge sharing; Medical education; Computer science; Medicine; Engineering; Sociology; Political science","score_opus":0.018524384365832532,"score_gpt":0.26494535955114884,"score_spread":0.2464209751853163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W62816202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78645504,0.003403418,0.08957547,0.055714227,0.016551722,0.028477052,0.002371983,0.00053078466,0.016920332],"genre_scores_gemma":[0.9988234,0.000009538165,0.00030878498,0.00008731237,0.0002993244,0.00025986016,0.00009979107,0.000008147825,0.000103815175],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980456,0.000028949862,0.001443337,0.000051570907,0.00026077733,0.00016971974],"domain_scores_gemma":[0.9872773,0.00037705863,0.0059600896,0.00020196044,0.0061762626,0.000007286951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008321956,0.0001150382,0.00025908742,0.0005004347,0.0006125588,0.00021502108,0.00025814548,0.00021486332,6.475051e-7],"category_scores_gemma":[0.0012320362,0.00007212298,0.00016179684,0.0008329726,0.000034188513,0.0029554593,0.00009440589,0.000105208026,0.000009283077],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035668007,0.000146713,0.30478853,0.0030968557,0.00042516424,4.973208e-8,0.009511948,0.03739142,0.00043311997,0.46564087,0.13726653,0.040942132],"study_design_scores_gemma":[0.00090260524,0.00006588997,0.020783748,0.00015286976,0.000092075934,0.000004357702,0.0070427936,0.0041810186,0.00015378975,0.0004447358,0.9660753,0.00010082238],"about_ca_topic_score_codex":0.00020095972,"about_ca_topic_score_gemma":0.00015702638,"teacher_disagreement_score":0.8288088,"about_ca_system_score_codex":0.00067005027,"about_ca_system_score_gemma":0.00011649069,"threshold_uncertainty_score":0.4711369},"labels":[],"label_agreement":null},{"id":"W63755077","doi":"","title":"Sociotechnical Changes Brought about by Electronic Medical Record","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sociotechnical system; Vision; Adaptation (eye); Electronic medical record; Perspective (graphical); Ethnography; Knowledge management; Sociology; Computer science; Data science; Psychology; Internet privacy; Artificial intelligence","score_opus":0.008960209102248387,"score_gpt":0.306426224820976,"score_spread":0.2974660157187276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W63755077","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10584694,0.0021505507,0.1660003,0.35508677,0.046798594,0.013364083,0.0007558866,0.0007227126,0.30927417],"genre_scores_gemma":[0.99412906,0.0002524466,0.00004357252,0.0018599685,0.00093763025,0.00002078549,0.000024341425,0.0000049860205,0.0027271935],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964912,0.0003020848,0.0011572329,0.000042854404,0.0016663803,0.00034022686],"domain_scores_gemma":[0.99531543,0.0002620876,0.0031257216,0.00010225572,0.0010956951,0.00009879862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0077806837,0.000093816925,0.00024234806,0.00011503959,0.0006790248,0.0003302643,0.00044329485,0.00022169754,0.000027880838],"category_scores_gemma":[0.0018467135,0.0000685786,0.00018509627,0.00031819034,0.000028524395,0.00189691,0.000014386319,0.00025061448,0.00002123086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008572917,0.00003923848,0.0014939418,0.00004560323,0.0001319967,6.427322e-8,0.021693232,0.00004878514,0.000051922518,0.47416222,0.47456744,0.027679823],"study_design_scores_gemma":[0.0007099623,0.000107744825,0.00042919823,0.000056046112,0.000021446112,0.0000052480445,0.006692487,0.00011319492,0.000054007236,0.00079866155,0.9909251,0.0000869423],"about_ca_topic_score_codex":0.000111731664,"about_ca_topic_score_gemma":0.00008090093,"teacher_disagreement_score":0.8882821,"about_ca_system_score_codex":0.00145447,"about_ca_system_score_gemma":0.0004741181,"threshold_uncertainty_score":0.52225786},"labels":[],"label_agreement":null},{"id":"W64228185","doi":"","title":"UNDERSTANDING THE ANTECEDENTS AND CONSEQUENCES OF E-GOVERNMENT SERVICE QUALITY: AN EMPIRICAL INVESTIGATION","year":2007,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Quality (philosophy); LISREL; Service quality; Service (business); Construct (python library); Credibility; Government (linguistics); Sample (material); Knowledge management; Computer science; Service delivery framework; Psychology; Marketing; Structural equation modeling; Process management; Business; Political science","score_opus":0.30757920743512257,"score_gpt":0.4268641887202751,"score_spread":0.11928498128515252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W64228185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9690318,0.000016155322,0.024503993,0.0049879374,0.0008626628,0.00026497166,0.00003452508,0.000008628746,0.00028930002],"genre_scores_gemma":[0.999231,0.0000031113755,0.00010724038,0.0005000566,0.000037602855,0.0000019057516,0.0000010637305,0.0000020699447,0.00011598739],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962119,0.0002744671,0.0014850767,0.00005349766,0.0018695961,0.00010544652],"domain_scores_gemma":[0.9932587,0.0011478974,0.0044438792,0.00017497918,0.0009256393,0.000048909536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01734263,0.00006467007,0.0001960996,0.00013954689,0.00024363713,0.00021974703,0.000435731,0.00012448034,0.0000015776335],"category_scores_gemma":[0.0030655945,0.00003369009,0.00008098595,0.00048003186,0.00006678861,0.0013010253,0.00004322976,0.0001431699,0.0000023508026],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005465157,0.000013876855,0.97877514,0.000013347253,0.0000366556,5.410345e-8,0.005753025,0.00028534402,0.0010173684,0.01240358,0.0013687918,0.0002781603],"study_design_scores_gemma":[0.00088939973,0.00009689409,0.9089504,0.000058474176,0.000043702457,0.000035241563,0.07312527,0.0008557312,0.0015157642,0.008694634,0.0056506596,0.00008381981],"about_ca_topic_score_codex":0.000015416426,"about_ca_topic_score_gemma":0.000036788246,"teacher_disagreement_score":0.06982473,"about_ca_system_score_codex":0.0004532423,"about_ca_system_score_gemma":0.00006949896,"threshold_uncertainty_score":0.60106444},"labels":[],"label_agreement":null},{"id":"W644372760","doi":"","title":"Understanding Technology Mediated Learning in Higher Education: A Repertory Grid Approach","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Repertory grid; Knowledge management; Grid; Psychology; Computer science; Quality (philosophy); Educational technology; Control (management); Multimedia; World Wide Web; Mathematics education; Social psychology; Artificial intelligence","score_opus":0.05269568676961931,"score_gpt":0.2917045828877606,"score_spread":0.23900889611814127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W644372760","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07132618,0.00060937775,0.019881852,0.08971898,0.034069397,0.002847828,0.000015524703,0.00038881376,0.78114206],"genre_scores_gemma":[0.9942656,0.000014380511,0.00026486994,0.00010861778,0.0008288459,0.000012792999,0.0000066568377,0.000004655306,0.004493569],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983641,0.00034516407,0.00058872777,0.00004090915,0.00050049915,0.00016059622],"domain_scores_gemma":[0.99738425,0.0003001137,0.0017555173,0.00006445113,0.00046074524,0.000034952154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004551251,0.000056523062,0.00016597797,0.00036074256,0.00035907968,0.00013491177,0.00021262249,0.00018052215,0.0000046362557],"category_scores_gemma":[0.0024934132,0.000042901254,0.000079948164,0.00060258096,0.00002169187,0.00091745966,0.000015280939,0.000320236,0.000006656768],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058754104,0.00014169436,0.2528172,0.00018186028,0.00015734187,1.0848856e-7,0.01956473,0.022429543,0.000052873318,0.66907114,0.028668428,0.006856307],"study_design_scores_gemma":[0.00043457444,0.00002868148,0.0017650268,0.00007469235,0.000013647168,0.0000021999622,0.024040291,0.0009825773,0.0000022964239,0.00058162154,0.9720118,0.00006259088],"about_ca_topic_score_codex":0.000026426118,"about_ca_topic_score_gemma":0.000012341478,"teacher_disagreement_score":0.9433434,"about_ca_system_score_codex":0.0014147302,"about_ca_system_score_gemma":0.0005300274,"threshold_uncertainty_score":0.36994705},"labels":[],"label_agreement":null},{"id":"W644699129","doi":"","title":"AN EXAMINATION OF INFORMATION TECHNOLOGY ASSETS AND RESOURCES AS ANTECEDENT FACTORS TO ERP SYSYTEM SUCCESS","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cape Breton University","funders":"Jyväskylän Yliopisto; Cape Breton University","keywords":"Enterprise resource planning; Knowledge management; Antecedent (behavioral psychology); Business; Function (biology); Information technology; Value (mathematics); Order (exchange); Technology acceptance model; Psychology; Computer science; Usability","score_opus":0.010538498273647164,"score_gpt":0.26208409356010315,"score_spread":0.251545595286456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W644699129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899376,0.000007608859,0.005005453,0.000649852,0.0010819297,0.0006746786,0.000019929174,0.00003194491,0.0025909736],"genre_scores_gemma":[0.9993658,0.0000016728899,0.00005014772,0.0002695512,0.0002170591,0.000012813333,0.0000260334,0.0000063659722,0.0000505605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997894,0.00006381244,0.0011963674,0.000047514794,0.0006503288,0.00014800199],"domain_scores_gemma":[0.9939461,0.000117452066,0.004309129,0.00014291858,0.0014595113,0.000024914003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030651672,0.00011494862,0.0002672403,0.0009584345,0.00019585683,0.00061769306,0.00029336594,0.00011390214,0.0000034717748],"category_scores_gemma":[0.00163026,0.00008199115,0.000076361415,0.00054554566,0.000011806023,0.007563511,0.00004575027,0.000088260946,0.000016355738],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017837922,0.00009825653,0.8253964,0.0017139008,0.00028086963,7.321031e-8,0.012859547,0.0046182615,0.0017246543,0.12411696,0.009054245,0.019958457],"study_design_scores_gemma":[0.0017860426,0.00022606549,0.7470004,0.00030245486,0.00009728401,0.000011142345,0.018027803,0.0048421565,0.0007922616,0.00026516244,0.22642082,0.00022840394],"about_ca_topic_score_codex":0.00011166164,"about_ca_topic_score_gemma":0.000012794357,"teacher_disagreement_score":0.21736658,"about_ca_system_score_codex":0.00020417158,"about_ca_system_score_gemma":0.00002552099,"threshold_uncertainty_score":0.59564286},"labels":[],"label_agreement":null},{"id":"W65505258","doi":"","title":"Assessment of Ubiquitous Healthcare Information Systems Benefits","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Health care; Ubiquitous computing; Context (archaeology); Computer science; Information system; Decision support system; Order (exchange); Healthcare system; Risk analysis (engineering); Knowledge management; Human–computer interaction; Business; Engineering; Data mining","score_opus":0.016874744249430532,"score_gpt":0.27278898856499545,"score_spread":0.2559142443155649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W65505258","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18903846,0.00041853116,0.67737526,0.007573467,0.09617913,0.008297647,0.0010230439,0.00035562975,0.019738851],"genre_scores_gemma":[0.9987072,0.000009185843,0.000637954,0.00014185088,0.00031131363,0.00005595099,0.000015375419,0.0000064368173,0.000114776354],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955451,0.00025214851,0.002310935,0.00007798574,0.0015618359,0.00025197642],"domain_scores_gemma":[0.98533607,0.0005368488,0.008643728,0.00045262175,0.004920655,0.000110093286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004896304,0.00016562296,0.0004968837,0.00047139326,0.00024266212,0.00075988134,0.0009953158,0.00024399234,8.8480135e-7],"category_scores_gemma":[0.0008459116,0.00012479437,0.00030603065,0.00056552625,0.000014344299,0.008380486,0.00010895464,0.00042368833,0.000017576493],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093787145,0.0002799578,0.1175413,0.003296,0.0010990041,5.8185066e-7,0.015251417,0.029900227,0.0015606784,0.7449689,0.026260527,0.059747655],"study_design_scores_gemma":[0.0070814863,0.00088614225,0.18670847,0.0015699647,0.0001842834,0.00066871574,0.005724187,0.16990894,0.0016576633,0.00045347863,0.624157,0.0009996485],"about_ca_topic_score_codex":0.00013495477,"about_ca_topic_score_gemma":0.00002047412,"teacher_disagreement_score":0.8096687,"about_ca_system_score_codex":0.00062257855,"about_ca_system_score_gemma":0.0005445302,"threshold_uncertainty_score":0.7327553},"labels":[],"label_agreement":null},{"id":"W67710644","doi":"10.17705/1jais.00245","title":"A Comprehensive Review and Synthesis of Open Source Research","year":2010,"lang":"en","type":"review","venue":"Journal of the Association for Information Systems","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":189,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Council of University Libraries; York University","funders":"","keywords":"Open source; Taxonomy (biology); Categorization; Computer science; Open research; Data science; Field (mathematics); Knowledge management; World Wide Web; Artificial intelligence; Software","score_opus":0.11184644809306499,"score_gpt":0.4091232480667287,"score_spread":0.2972767999736637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W67710644","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[7.9831244e-7,0.9880397,0.0056631793,0.0008216131,0.0010054432,0.00321343,0.00008858992,0.000012847572,0.0011543985],"genre_scores_gemma":[0.00002245416,0.9969962,0.0019556507,0.00012823008,0.00010780203,0.00017010192,0.0000064583087,0.000014350081,0.00059872953],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951222,0.0008261964,0.0026549282,0.0001040201,0.0010926463,0.00020000487],"domain_scores_gemma":[0.97992724,0.0034169296,0.0104076285,0.0005944981,0.005594642,0.000059087924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011189588,0.00017387976,0.0015491063,0.00051271595,0.000290821,0.0009435543,0.0032741574,0.00027595574,0.0000010316955],"category_scores_gemma":[0.0063232034,0.000111305846,0.00037503132,0.001504709,0.000038242542,0.0024948318,0.0008325443,0.0007631857,0.000015111554],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032299067,0.00004499089,0.000032969314,0.061669026,0.00054796756,1.2718985e-7,0.00079437596,0.000013482332,3.668867e-7,0.015635269,0.058583457,0.8626747],"study_design_scores_gemma":[0.00014738156,0.000027641363,0.000010525102,0.019198025,0.00027084426,0.000069242,0.000067623914,0.000034077028,0.0000010654322,0.00006514941,0.9800065,0.000101907855],"about_ca_topic_score_codex":0.000019452908,"about_ca_topic_score_gemma":6.186155e-7,"teacher_disagreement_score":0.9214231,"about_ca_system_score_codex":0.00042219003,"about_ca_system_score_gemma":0.00074373017,"threshold_uncertainty_score":0.9098716},"labels":[],"label_agreement":null},{"id":"W67782583","doi":"10.17705/1jais.00350","title":"Confirmation Biases in the Financial Analysis of IT Investments","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Decision-Making and Behavioral Economics","field":"Decision Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Confirmation bias; Dual (grammatical number); Confirmatory factor analysis; Finance; Investment (military); Actuarial science; Economics; Psychology; Business; Marketing; Social psychology; Political science","score_opus":0.11960179813248308,"score_gpt":0.3830250843241907,"score_spread":0.26342328619170763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W67782583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902278,0.000012626128,0.0042644553,0.0010913616,0.0015657223,0.00029883944,0.000055989512,0.0000027413946,0.0024804582],"genre_scores_gemma":[0.9992578,0.0000026722878,0.000054788234,0.0005119979,0.000065118205,0.0000059210192,0.000006869394,0.0000016155926,0.0000932257],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9960565,0.0004025393,0.002100393,0.00004957928,0.0012865883,0.00010441738],"domain_scores_gemma":[0.9896851,0.0029721442,0.0058623576,0.00024819138,0.001206974,0.000025232257],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.016097646,0.00006720712,0.00037177105,0.00075210177,0.000109583605,0.0003526576,0.0006949601,0.00008577894,0.0000055854775],"category_scores_gemma":[0.018442877,0.000034627206,0.0003524611,0.0013148956,0.00001506374,0.0012257358,0.000025870637,0.00009991078,0.00001689357],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018744425,0.00021719701,0.29053026,0.000029732233,0.0004745455,1.9124838e-7,0.024645733,0.48436716,0.000052383264,0.018414864,0.08526537,0.09581512],"study_design_scores_gemma":[0.0018112297,0.00018005853,0.47278127,0.00013362734,0.00058888743,0.000008399154,0.00870638,0.17908733,0.0000875631,0.009050318,0.3273859,0.00017905328],"about_ca_topic_score_codex":0.000026787742,"about_ca_topic_score_gemma":0.000042762244,"teacher_disagreement_score":0.30527985,"about_ca_system_score_codex":0.00021457762,"about_ca_system_score_gemma":0.00008281847,"threshold_uncertainty_score":0.9898252},"labels":[],"label_agreement":null},{"id":"W68975946","doi":"","title":"Old Wolf, New Wool Suit: India, IT, and the Legacy of Colonialism","year":2002,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Colonialism; Epoch (astronomy); Computer science; Space (punctuation); Sociology; History; Architectural engineering; Political science; Engineering; Law","score_opus":0.019784960205135524,"score_gpt":0.28516769168407613,"score_spread":0.2653827314789406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W68975946","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38208735,0.0017365041,0.015281678,0.1413111,0.04214494,0.01739274,0.0005917055,0.00015850982,0.39929548],"genre_scores_gemma":[0.9923901,0.00007382986,0.000037777438,0.0005694119,0.00049659295,0.00001508236,0.0000034193124,0.000003848003,0.0064099645],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997211,0.0003394657,0.0013481475,0.000030481167,0.00090088224,0.00017004869],"domain_scores_gemma":[0.9936616,0.0006127478,0.004568542,0.00010722455,0.0009904795,0.000059396356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061118184,0.000077989185,0.00025929944,0.00013006933,0.00060856127,0.00048657818,0.00029376557,0.00010638947,0.000024586008],"category_scores_gemma":[0.0016751966,0.000047360452,0.00016635389,0.00032137602,0.00007149436,0.0032032619,0.000025785512,0.00011547133,0.0000122852725],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000099566714,0.000012501529,0.0037350892,0.000084340936,0.00015597077,2.857047e-8,0.2752967,0.0002664158,0.0000058088667,0.57342875,0.1445991,0.0023157522],"study_design_scores_gemma":[0.0034736048,0.000052441377,0.0020368118,0.00006855762,0.00006751929,0.000007309368,0.063244,0.00052369235,0.000033114415,0.0007979241,0.9296077,0.00008733107],"about_ca_topic_score_codex":0.0006981145,"about_ca_topic_score_gemma":0.000048379323,"teacher_disagreement_score":0.7850086,"about_ca_system_score_codex":0.0003662862,"about_ca_system_score_gemma":0.0001374327,"threshold_uncertainty_score":0.46920848},"labels":[],"label_agreement":null},{"id":"W69191948","doi":"","title":"A UML Model of the Client Tracking System at the Learning Enrichment Foundation in Toronto, Canada: A Study of System Specifications and Use Case Diagrams","year":2007,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unified Modeling Language; Use Case Diagram; Applications of UML; Computer science; UML tool; Activity diagram; Software engineering; Tracking (education); Class diagram; Programming language; Sociology; Software","score_opus":0.05453222322202569,"score_gpt":0.2929507155767847,"score_spread":0.238418492354759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W69191948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911889,0.00005913548,0.0016153635,0.00009228209,0.0009837921,0.0014333111,0.0000073120173,0.000006591869,0.004613353],"genre_scores_gemma":[0.9993041,0.0000066413018,0.0000065532818,0.0000049425817,0.00007284473,0.000016824892,0.0000013166896,0.0000035152184,0.00058327283],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9975925,0.00034521206,0.0011356974,0.00004920735,0.000733615,0.00014375077],"domain_scores_gemma":[0.99564075,0.0004189816,0.0030883867,0.0001295964,0.0006922448,0.000030035513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007055733,0.00006908386,0.00019581626,0.000071540446,0.0007000454,0.00015116349,0.00021912293,0.000048400932,4.7158284e-7],"category_scores_gemma":[0.00051368424,0.000040893243,0.0000785232,0.00026457763,0.000017979442,0.0008238589,0.000059665228,0.000104992505,2.4801906e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009753913,0.00014756931,0.56498355,0.0007106301,0.00032879904,0.0000017001114,0.23870474,0.11664942,0.000051727824,0.0745123,0.0004691938,0.003342846],"study_design_scores_gemma":[0.0012758556,0.000057445683,0.08781967,0.0004323643,0.0001672917,0.000015703767,0.8252636,0.080339104,0.000027256903,0.0000056701383,0.00448483,0.00011116878],"about_ca_topic_score_codex":0.11734892,"about_ca_topic_score_gemma":0.6435962,"teacher_disagreement_score":0.5865589,"about_ca_system_score_codex":0.0057306644,"about_ca_system_score_gemma":0.00016444751,"threshold_uncertainty_score":0.99808615},"labels":[],"label_agreement":null},{"id":"W6979774108","doi":"","title":"The Adoption of E-commerce in SMEs in Vietnam: A Study of Users and Prospectors","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Division of Mathematical Sciences; International Development Research Centre","keywords":"Sample (material); Information technology; Small and medium-sized enterprises; Compatibility (geochemistry)","score_opus":0.03377560035875666,"score_gpt":0.3210404555197871,"score_spread":0.28726485516103045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979774108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99824595,0.000047296893,0.00008451401,0.0004921514,0.00041679616,0.0005485343,0.000006195325,0.0000036225454,0.00015491684],"genre_scores_gemma":[0.99971956,0.0000075159687,0.000016824191,0.0000089124,0.000014351336,0.000011430263,5.882769e-7,0.0000021262927,0.00021867192],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969078,0.00021819727,0.001864921,0.000045715766,0.000870573,0.00009284041],"domain_scores_gemma":[0.9946177,0.00055124727,0.003923072,0.00016053817,0.000735445,0.000011990185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067074276,0.0000605017,0.00026181617,0.0004384774,0.0000852375,0.00009215777,0.00035082837,0.00009274605,4.6042427e-7],"category_scores_gemma":[0.0014481586,0.000033041455,0.00007926308,0.0007016207,0.000025230864,0.00076621684,0.000035988123,0.00014824062,0.0000011178123],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004394842,0.000073120296,0.992753,0.0000062890604,0.000009462561,3.848648e-8,0.0020288301,0.0021951753,0.000030064886,0.0017892802,0.00067234447,0.00039843627],"study_design_scores_gemma":[0.0013502507,0.00010468522,0.9748084,0.000036678965,0.000010775617,0.0000030417416,0.020636573,0.0006876974,0.000031494543,0.00045232326,0.0018453582,0.000032728323],"about_ca_topic_score_codex":0.000102104445,"about_ca_topic_score_gemma":0.0003286181,"teacher_disagreement_score":0.018607743,"about_ca_system_score_codex":0.00019209387,"about_ca_system_score_gemma":0.00004270959,"threshold_uncertainty_score":0.23246738},"labels":[],"label_agreement":null},{"id":"W6979812603","doi":"","title":"AI and Higher Education: Navigating the New Frontier","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Conference Board of Canada","funders":"","keywords":"Generative grammar; Frontier; Generative model; Higher education; Power (physics); Empirical research; Empirical evidence","score_opus":0.04146421213693706,"score_gpt":0.39537244980377884,"score_spread":0.35390823766684176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979812603","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.105831884,0.005107356,0.010781584,0.79384696,0.05118873,0.0035363908,0.00001533157,0.000047149064,0.029644588],"genre_scores_gemma":[0.9731097,0.00003278031,0.0001202493,0.0066253175,0.0010041124,0.000016893113,0.000004761062,0.0000031799732,0.019083004],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988877,0.000049812388,0.00068918464,0.000029794011,0.00025767554,0.00008579711],"domain_scores_gemma":[0.99763364,0.00018970385,0.0009703045,0.00010572131,0.0010575742,0.000043080618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010257971,0.000051957293,0.00013455271,0.00006125937,0.00022604747,0.00013771556,0.00008762154,0.000081239996,0.0000043376554],"category_scores_gemma":[0.0005915083,0.000029123643,0.00008346538,0.00021785531,0.000010631713,0.00050608726,0.000011852291,0.00023375968,0.0000059606127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008546451,0.00003548351,0.08130058,0.00025593073,0.00017265335,2.1988528e-8,0.0056070616,0.00015927923,0.000036561793,0.027874142,0.7729963,0.11147654],"study_design_scores_gemma":[0.00016631935,0.000047018417,0.032610465,0.0005584288,0.0001218807,0.000016203128,0.0043638824,0.0004107107,0.0003343776,0.0025837754,0.958742,0.00004490723],"about_ca_topic_score_codex":0.00012562769,"about_ca_topic_score_gemma":0.0000027252977,"teacher_disagreement_score":0.8672778,"about_ca_system_score_codex":0.00039228448,"about_ca_system_score_gemma":0.0008673712,"threshold_uncertainty_score":0.17385973},"labels":[],"label_agreement":null},{"id":"W6979927015","doi":"","title":"Analysis of Student Vulnerabilities to Phishing","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Phishing; Listing (finance); Quarter (Canadian coin); Personally identifiable information; Information security; Security awareness","score_opus":0.02180590594534643,"score_gpt":0.2625747218611496,"score_spread":0.24076881591580318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979927015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6841161,0.0000449246,0.30860823,0.0010430663,0.004353871,0.00040684626,0.000019036363,0.000027742386,0.0013801366],"genre_scores_gemma":[0.99913985,0.00000335946,0.0004428912,0.00010416632,0.00008830782,0.000005869159,9.1153754e-7,0.000001484148,0.00021314005],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99831104,0.00009305292,0.0007601169,0.00003598965,0.0007157164,0.00008410751],"domain_scores_gemma":[0.99667734,0.0002518474,0.0018382104,0.00016943939,0.0010290483,0.000034085835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020816994,0.00005013064,0.0002231196,0.00042229818,0.0001659431,0.00015066535,0.0004959241,0.00004501225,5.2693053e-7],"category_scores_gemma":[0.00054717454,0.00003526727,0.00025116143,0.0009631851,0.000004725591,0.0017483527,0.0000433206,0.00007604727,0.000002584297],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004798619,0.00008495325,0.34045422,0.000089443114,0.0024694444,2.2494928e-7,0.09472687,0.525938,0.00034999492,0.019355554,0.014440184,0.0020431178],"study_design_scores_gemma":[0.0014718339,0.00043755287,0.8247027,0.00012860059,0.0006041548,0.000041066225,0.0038024292,0.08284515,0.0019100809,0.00026298253,0.08349086,0.00030263345],"about_ca_topic_score_codex":0.000031022297,"about_ca_topic_score_gemma":0.000004018804,"teacher_disagreement_score":0.48424843,"about_ca_system_score_codex":0.00037221293,"about_ca_system_score_gemma":0.00005818906,"threshold_uncertainty_score":0.14528695},"labels":[],"label_agreement":null},{"id":"W6980020966","doi":"","title":"Artificial Intelligence in Academic Research: Impact on Hypothesis Formulation, Efficiency and Ethical Standards","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Transformative learning; Boosting (machine learning); Productivity; Ethical standards; Ethical issues","score_opus":0.24229856981086495,"score_gpt":0.5185968587564016,"score_spread":0.27629828894553665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980020966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9553965,0.00023880522,0.011219701,0.025878292,0.0024144957,0.0019083773,0.00004446494,0.00001658788,0.0028827868],"genre_scores_gemma":[0.9991794,0.000058352864,0.000043690685,0.00037793574,0.00019012924,0.00001869141,0.0000023782286,0.0000036796594,0.00012569533],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99716836,0.00023252639,0.0013326685,0.00006297916,0.0009940974,0.0002093423],"domain_scores_gemma":[0.99443954,0.0020212182,0.0007866563,0.000119568875,0.0025680054,0.00006503856],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.011703796,0.00007716424,0.00023502613,0.0006836232,0.00022437047,0.000094508985,0.0001267191,0.00033519373,0.0000025723455],"category_scores_gemma":[0.014693919,0.000049522387,0.000110144974,0.00079311023,0.000029605791,0.00031134725,0.000017514603,0.00092926645,0.0000060968705],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005212099,0.00032474665,0.26710144,0.0015970938,0.00029727633,9.96098e-7,0.038679324,0.03739644,0.0005441539,0.3104435,0.029473133,0.3089298],"study_design_scores_gemma":[0.0012825662,0.004823026,0.43574226,0.008869856,0.00042091997,0.00012863573,0.065016106,0.17832759,0.02887741,0.20249808,0.07318759,0.0008259699],"about_ca_topic_score_codex":0.000071640534,"about_ca_topic_score_gemma":0.000008942412,"teacher_disagreement_score":0.30810383,"about_ca_system_score_codex":0.0021558562,"about_ca_system_score_gemma":0.00094674947,"threshold_uncertainty_score":0.99360573},"labels":[],"label_agreement":null},{"id":"W6980071598","doi":"","title":"ATTRIBUTES OF CONSUMERS MOST LIKELY TO USE GOODGUIDE.COM SUSTAINABILITY INFORMATION ABOUT âGREENâ HOUSEHOLD PRODUCTS","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Sample (material); Logistic regression; Consumer behaviour; Survey data collection; Graduate students","score_opus":0.014420631405211793,"score_gpt":0.21090630993819792,"score_spread":0.19648567853298612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980071598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9672796,0.000022597253,0.012825241,0.011516287,0.003357149,0.003837374,0.0001478432,0.000080305304,0.0009335715],"genre_scores_gemma":[0.99850154,0.0000021952267,0.00011485894,0.0008520587,0.00024276042,0.000031724478,0.000045805813,0.000010709228,0.00019832856],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969727,0.000065926964,0.0017101429,0.000077,0.00090834533,0.00026592432],"domain_scores_gemma":[0.99034154,0.00030257073,0.004760191,0.00033140494,0.0042387233,0.000025594505],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004263587,0.00017002958,0.00037224795,0.00037796586,0.00023552,0.0006396576,0.00043202212,0.00012910672,0.0000020056905],"category_scores_gemma":[0.0133850435,0.00013114192,0.0001602187,0.0008255681,0.000040019477,0.011499245,0.00015375816,0.00015274994,0.000019374675],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020253717,0.000095286356,0.8990916,0.0025705094,0.00013708138,6.544986e-8,0.0009253918,0.04389581,0.000059419835,0.014008405,0.035811756,0.0032021562],"study_design_scores_gemma":[0.0008655274,0.000030003906,0.42966697,0.00009671886,0.00007905638,0.0000023072928,0.00094862754,0.0015684667,0.0001138152,0.00021971768,0.56625336,0.00015541753],"about_ca_topic_score_codex":0.00045514602,"about_ca_topic_score_gemma":0.000008111271,"teacher_disagreement_score":0.53044164,"about_ca_system_score_codex":0.0012892422,"about_ca_system_score_gemma":0.00011195815,"threshold_uncertainty_score":0.9949256},"labels":[],"label_agreement":null},{"id":"W6980848490","doi":"","title":"CRISIS COMMUNICATION DURING HEALTH CRISES: THE CASE OF CANADIAN OFFICIALS’ SOCIAL MEDIA PRESENCE DURING THE COVID-19 PANDEMIC","year":2022,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Crisis communication; Social media; Situational ethics; Crisis management; Mental health; Pandemic; Situation awareness; Crisis response","score_opus":0.07767750648022674,"score_gpt":0.35309533770887813,"score_spread":0.2754178312286514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980848490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92515045,0.00040563886,0.00003065581,0.06722213,0.0040627215,0.0014155521,0.00056371646,0.000026056228,0.001123087],"genre_scores_gemma":[0.9982281,0.00013119788,0.0000045660336,0.0008998349,0.000541683,0.00005405993,0.0000066185617,0.000005749544,0.00012823235],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99590695,0.0019396197,0.0009561929,0.000040809646,0.0008626634,0.0002937645],"domain_scores_gemma":[0.9935469,0.0021319042,0.0033654075,0.00017660682,0.0006246653,0.0001545425],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0070674145,0.00007466061,0.0002218238,0.00024988415,0.0065466645,0.00015955488,0.00075577333,0.00008223465,0.000011231199],"category_scores_gemma":[0.0059659313,0.00004918317,0.00019015087,0.0008013991,0.000089462425,0.0004952134,0.000073110474,0.0003643039,0.0000013316999],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004168178,0.00001898215,0.020810572,0.00012887712,0.0001278539,0.0000010410395,0.90503025,0.0033565091,0.000008132396,0.024923377,0.045393515,0.00015919624],"study_design_scores_gemma":[0.000552063,0.000016164382,0.003982436,0.00001643167,0.000049960116,0.00008372354,0.69964427,0.000069098656,0.0000075045464,0.00049971923,0.29500076,0.00007785914],"about_ca_topic_score_codex":0.15873432,"about_ca_topic_score_gemma":0.11051566,"teacher_disagreement_score":0.24960725,"about_ca_system_score_codex":0.0039764266,"about_ca_system_score_gemma":0.002237281,"threshold_uncertainty_score":0.9998471},"labels":[],"label_agreement":null},{"id":"W6980918267","doi":"","title":"Data Culture in Social Sector Organizations: Insights from Canada","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Context (archaeology); Centrality; Organizational culture; Work (physics); Digital transformation; Service (business); Big data; Ambidexterity; Data governance","score_opus":0.01542965817858587,"score_gpt":0.26469218071818673,"score_spread":0.24926252253960085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980918267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40735796,0.002301629,0.0023738549,0.14360996,0.051124867,0.0045848573,0.0051311133,0.0001212194,0.38339454],"genre_scores_gemma":[0.9964293,0.000021804912,0.000023626208,0.0008361598,0.0005988889,0.0000037788022,0.00010109979,0.0000022860374,0.0019830388],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984097,0.00017730062,0.0005452014,0.000039045775,0.0007299511,0.00009881986],"domain_scores_gemma":[0.99753976,0.00024733192,0.00126276,0.000101306076,0.0008260018,0.000022846101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010177395,0.00005095521,0.00013722692,0.00007207133,0.0004439735,0.00028677666,0.0006570817,0.00010730606,0.000006975465],"category_scores_gemma":[0.00150348,0.000036993064,0.000031379626,0.00072220044,0.000009872547,0.0018099367,0.000054616758,0.00011071935,0.0000017971959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024560384,0.000027902386,0.14454225,0.000053243224,0.00022566025,1.1093547e-7,0.040812865,0.00024043799,0.000013914744,0.12589432,0.6879537,0.0002110271],"study_design_scores_gemma":[0.0004454486,0.000002765185,0.020745602,0.00004528899,0.00002335407,6.5715156e-8,0.02936745,0.00023109642,0.000008898214,0.00051978434,0.948564,0.000046264264],"about_ca_topic_score_codex":0.15888359,"about_ca_topic_score_gemma":0.51105714,"teacher_disagreement_score":0.58907133,"about_ca_system_score_codex":0.0016102745,"about_ca_system_score_gemma":0.0014430071,"threshold_uncertainty_score":0.8467175},"labels":[],"label_agreement":null},{"id":"W6982267418","doi":"","title":"IDENTIFYING SITUATIONAL FACTORS FOR IS\\nDEVELOPMENT PROCESSES: APPLYING THE\\nMETHOD-IN-ACTION FRAMEWORK","year":2002,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Ancient Near East History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"Stiftelsen för Kunskaps- och Kompetensutveckling","keywords":"Situational ethics; Order (exchange); Information system; Situation awareness; Situation analysis; Method engineering; Subject (documents)","score_opus":0.12037689559760714,"score_gpt":0.28714176847600054,"score_spread":0.1667648728783934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982267418","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18368274,0.003045054,0.6185075,0.011524968,0.09800325,0.023395136,0.00087053236,0.0002902091,0.06068059],"genre_scores_gemma":[0.99032545,0.000016498823,0.0005707805,0.00034666192,0.0009169873,0.00022695723,0.00001009876,0.00001122866,0.0075753382],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99835384,0.00005731793,0.0007799751,0.000046517973,0.0006204644,0.00014187365],"domain_scores_gemma":[0.99610704,0.00063384784,0.0021796387,0.00007605936,0.0009810686,0.00002232196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016483568,0.000087515175,0.00015969969,0.00016101517,0.0006177642,0.00036646175,0.00020597529,0.0000672956,0.000037117683],"category_scores_gemma":[0.0011625497,0.00005536264,0.00014296969,0.000105716004,0.00001824848,0.0015277176,0.000013674936,0.00015852123,0.000032878368],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008109878,0.000115524614,0.014485496,0.0012359455,0.00038726156,7.533913e-8,0.75369096,0.0046984223,0.000029953218,0.1280776,0.09396698,0.0032306912],"study_design_scores_gemma":[0.00044387986,0.00002294561,0.0014295906,0.00020455393,0.00003404829,0.0000022307559,0.03220906,0.0022265925,0.00003458928,0.0009767778,0.9623132,0.00010253487],"about_ca_topic_score_codex":0.000006069912,"about_ca_topic_score_gemma":0.000014708628,"teacher_disagreement_score":0.8683462,"about_ca_system_score_codex":0.0009138646,"about_ca_system_score_gemma":0.00008254508,"threshold_uncertainty_score":0.47514048},"labels":[],"label_agreement":null},{"id":"W6982366941","doi":"","title":"The Impact of Metacognitive AI on Appropriate Reliance in AI-Assisted Decision-Making: The Role of Trust Resilience and Critical Thinking","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"AI in Service Interactions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Metacognition; Obedience; Critical thinking; Resilience (materials science); Cognition; Psychological resilience; Critical appraisal","score_opus":0.007684120340668982,"score_gpt":0.3241415912847684,"score_spread":0.3164574709440994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982366941","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46418568,0.0014399056,0.47913858,0.029353982,0.007843369,0.0031993648,0.00012128158,0.00005510864,0.014662735],"genre_scores_gemma":[0.9992787,0.0000148961235,0.0004269751,0.00020872841,0.000024461975,0.000011552697,2.2194848e-7,0.0000021909755,0.00003226058],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979077,0.00024153414,0.0010547078,0.000059426344,0.0006076466,0.00012895904],"domain_scores_gemma":[0.9915867,0.0044905925,0.0019777168,0.00025218696,0.0016745232,0.000018300245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031919915,0.00008107524,0.00021435342,0.00019602981,0.0003204919,0.00032286838,0.00080702984,0.000071096576,2.876534e-7],"category_scores_gemma":[0.00529947,0.000039456736,0.00017305081,0.0006665836,0.00003707368,0.001638823,0.00010898639,0.0002648158,9.735705e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013015395,0.00036106672,0.09290943,0.00032389947,0.0011731635,8.079567e-7,0.049648177,0.12109354,0.0007949163,0.6285865,0.010280543,0.09352646],"study_design_scores_gemma":[0.0016624241,0.00046080837,0.30513805,0.0039402037,0.00012645806,0.00005264408,0.015147625,0.5470931,0.0014282957,0.11852968,0.0061939973,0.00022667728],"about_ca_topic_score_codex":0.000042433934,"about_ca_topic_score_gemma":0.00001069663,"teacher_disagreement_score":0.53509307,"about_ca_system_score_codex":0.00037798085,"about_ca_system_score_gemma":0.00022485072,"threshold_uncertainty_score":0.63443434},"labels":[],"label_agreement":null},{"id":"W6982461178","doi":"","title":"The Influence of Cognitive Biases and Decision Making Styles on Older Adultsâ E-Commerce Decisions","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Decision quality; Affect (linguistics); Exploratory research; Cognition; Cognitive style; Quality (philosophy); Cognitive bias; Product (mathematics)","score_opus":0.034714914149013246,"score_gpt":0.33416703423783983,"score_spread":0.2994521200888266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982461178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986572,0.00009192044,0.0009824529,0.0006850227,0.000778581,0.00052941794,0.000016532436,0.000006541424,0.010337479],"genre_scores_gemma":[0.999339,0.000073982395,0.000041047162,0.00012363316,0.00007015982,0.0000058223877,6.6393017e-7,0.0000020888178,0.00034363606],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99819803,0.00015938906,0.00056347233,0.000033771088,0.00093130546,0.00011400366],"domain_scores_gemma":[0.99212474,0.0047051166,0.001759192,0.00007245369,0.001294166,0.0000443495],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0034758225,0.000054096756,0.00012187358,0.000099313445,0.0004901709,0.00028470447,0.00028370495,0.000051241735,3.945462e-7],"category_scores_gemma":[0.017492522,0.000029179686,0.00007190561,0.00023641753,0.00006250801,0.0011124245,0.00004457038,0.000074307754,0.0000045451097],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001549448,0.00023464658,0.17474663,0.00009521367,0.000556246,6.0487514e-7,0.24882932,0.06181183,0.00001580928,0.17176084,0.08650622,0.2538932],"study_design_scores_gemma":[0.0036866122,0.00039169317,0.41270825,0.007192657,0.00017796282,0.0000054094266,0.42949402,0.0018080419,0.000026154166,0.004079471,0.14015721,0.00027251133],"about_ca_topic_score_codex":0.00003040735,"about_ca_topic_score_gemma":0.000048140726,"teacher_disagreement_score":0.25362068,"about_ca_system_score_codex":0.00015304216,"about_ca_system_score_gemma":0.000093453535,"threshold_uncertainty_score":0.9907836},"labels":[],"label_agreement":null},{"id":"W6983690215","doi":"","title":"Navigating AI-Driven Digital Transformation in Canadian Healthcare: The Case of CHUM’s AI School","year":2024,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Digital transformation; Context (archaeology); Health care; Resource (disambiguation); Margin (machine learning); Transformation (genetics); Digital health","score_opus":0.04626191942449547,"score_gpt":0.3937935607776582,"score_spread":0.3475316413531627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983690215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86547965,0.0006190022,0.0014421284,0.12294198,0.0057022846,0.002338554,0.000201099,0.000025452986,0.0012498713],"genre_scores_gemma":[0.9987268,0.000022506418,0.000010990749,0.00079493126,0.00033231798,0.000022971899,0.000025138623,0.0000064895144,0.00005786933],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979517,0.00007697375,0.0013941592,0.00004113883,0.00033503177,0.00020101645],"domain_scores_gemma":[0.99762493,0.00025795732,0.0007759012,0.000109224384,0.0010989994,0.00013297373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021248565,0.00007580179,0.00019830589,0.00018448081,0.00017397282,0.000235708,0.000102474885,0.00012773453,0.0000030015083],"category_scores_gemma":[0.0010467691,0.000047048277,0.00015779343,0.00048476097,0.00001399471,0.0018015949,0.0000050486165,0.0005118358,0.000015637519],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043667216,0.00015803591,0.3386365,0.008298977,0.0007447285,0.00004194607,0.25507525,0.025755093,0.0001880777,0.050038297,0.038955953,0.28167048],"study_design_scores_gemma":[0.0014851994,0.001323351,0.02852164,0.012855847,0.0004981434,0.006906322,0.16599295,0.32306987,0.0025664188,0.0038356744,0.45228145,0.00066314905],"about_ca_topic_score_codex":0.042722087,"about_ca_topic_score_gemma":0.012023933,"teacher_disagreement_score":0.4133255,"about_ca_system_score_codex":0.0019336104,"about_ca_system_score_gemma":0.00148725,"threshold_uncertainty_score":0.9636525},"labels":[],"label_agreement":null},{"id":"W6987239711","doi":"","title":"Second Generation Immigrants: Technology Use to Reduce Cultural Dissonance","year":2024,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognitive dissonance; Feeling; Immigration; Social media; Quarter (Canadian coin); Identity (music); Cultural identity; Face (sociological concept)","score_opus":0.04597243652540603,"score_gpt":0.36432260426768814,"score_spread":0.3183501677422821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987239711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94123447,0.0005080754,0.0018044679,0.03314432,0.014665915,0.0014640935,0.00013690074,0.00008793077,0.006953844],"genre_scores_gemma":[0.9775827,0.00005789667,0.000048883587,0.000094884665,0.00087161356,0.00002181177,0.0000041564135,0.0000034694735,0.021314612],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984338,0.00012056186,0.00051146524,0.000045303754,0.00071001274,0.00017881105],"domain_scores_gemma":[0.9980774,0.0001287809,0.00045793373,0.00007082731,0.0012123963,0.00005264544],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0026700133,0.000052216896,0.00012287048,0.00023225734,0.00047111636,0.0010813422,0.00026793338,0.00012831744,0.000007300525],"category_scores_gemma":[0.002409201,0.000035591074,0.00012428724,0.0007262546,0.00002318071,0.0033511687,0.000023491451,0.00016573477,0.0000647782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006404358,0.00003284169,0.005508104,0.00019995277,0.00028772684,9.4872547e-7,0.07594355,0.0014280734,0.006549964,0.15983343,0.7318049,0.018346446],"study_design_scores_gemma":[0.00013385223,0.000026458347,0.0026191066,0.000093679104,0.000013862686,0.000004613222,0.0051801912,0.00041094504,0.00028507106,0.00019170315,0.99098206,0.00005848941],"about_ca_topic_score_codex":0.00026674094,"about_ca_topic_score_gemma":0.0005569753,"teacher_disagreement_score":0.25917712,"about_ca_system_score_codex":0.0008238245,"about_ca_system_score_gemma":0.00022746011,"threshold_uncertainty_score":0.99995565},"labels":[],"label_agreement":null},{"id":"W6987803845","doi":"","title":"Understanding online learning dropout: Integrative perspective","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Dropout (neural networks); Perspective (graphical); Standardization; Context (archaeology); Online learning; Online participation; Distance education","score_opus":0.026860622263254526,"score_gpt":0.2979499737838349,"score_spread":0.2710893515205804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987803845","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015437149,0.000059881488,0.9727254,0.013000701,0.0022478285,0.00018816428,0.000007808829,0.000039117946,0.010187379],"genre_scores_gemma":[0.9935569,0.000009531198,0.00095805345,0.00015477459,0.000110338726,0.0000014158555,0.0000022293184,0.0000021587045,0.0052046063],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99881244,0.00013802189,0.0005290577,0.000043699292,0.0003682019,0.00010856849],"domain_scores_gemma":[0.9966215,0.00034093298,0.0016591093,0.00009510192,0.0012607325,0.000022646936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013513525,0.000070240305,0.00017468673,0.00025457636,0.00026689115,0.0003672632,0.0004127331,0.00006383888,2.4334375e-7],"category_scores_gemma":[0.0019640403,0.00004520477,0.00017105004,0.0005222892,0.000008589833,0.001199106,0.000052397787,0.0003229095,0.0000031225663],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011515152,0.000026728463,0.009008251,0.000031681797,0.00023371447,1.1234072e-7,0.008047763,0.0400366,0.000014838163,0.93569386,0.0064607244,0.00043423945],"study_design_scores_gemma":[0.0016753834,0.00019270212,0.0031387277,0.00061708805,0.00009927825,0.00001534781,0.07772159,0.7929643,0.00007129793,0.023682827,0.09962988,0.00019158961],"about_ca_topic_score_codex":0.000010224778,"about_ca_topic_score_gemma":0.0000026638897,"teacher_disagreement_score":0.99201316,"about_ca_system_score_codex":0.0018326653,"about_ca_system_score_gemma":0.00018196796,"threshold_uncertainty_score":0.4792356},"labels":[],"label_agreement":null},{"id":"W6989685357","doi":"","title":"Bridging the Gap: Preliminary Industry Insights on Business-IT Alignment in Digital Transformation","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Bridging (networking); Digital transformation; Strategic alignment; Industry 4.0; Multidisciplinary approach; Control (management); Organizational structure","score_opus":0.010564083405734292,"score_gpt":0.2183569622132854,"score_spread":0.20779287880755112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989685357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6225936,0.00009379108,0.009849465,0.04365388,0.007351603,0.002862741,0.000043940017,0.00010805548,0.31344295],"genre_scores_gemma":[0.9969317,0.000009714035,0.00000210387,0.0022015362,0.00024102732,0.000031484156,0.000016504133,0.0000038056419,0.0005621743],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982119,0.000011558254,0.0010777819,0.00004124559,0.00050187565,0.00015560359],"domain_scores_gemma":[0.9967677,0.00008983547,0.0022493408,0.00013463949,0.00075353595,0.000004941145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010080994,0.00011344378,0.00018264732,0.0004418258,0.00025889592,0.00066107954,0.0003544387,0.00021710775,0.0000017111997],"category_scores_gemma":[0.00053928443,0.000068918845,0.000112331414,0.0008207413,0.00001587256,0.0067415303,0.000034145636,0.00034582775,0.000029656354],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005318597,0.00015182499,0.026881699,0.0008567857,0.00027398948,7.8471396e-7,0.0047971937,0.08367488,0.000018563262,0.72630894,0.12871176,0.027791724],"study_design_scores_gemma":[0.0037969858,0.00005807418,0.10294629,0.0010289473,0.000103165534,0.000011717374,0.01306865,0.02387757,0.00018207222,0.005694095,0.8489363,0.0002961259],"about_ca_topic_score_codex":0.00002655175,"about_ca_topic_score_gemma":0.000006370229,"teacher_disagreement_score":0.72061485,"about_ca_system_score_codex":0.00044631562,"about_ca_system_score_gemma":0.00008958237,"threshold_uncertainty_score":0.63748056},"labels":[],"label_agreement":null},{"id":"W6990302846","doi":"","title":"Designing Business Analytics Solutions - A Model-Driven Approach","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Analytics; Set (abstract data type); Information system; Design science; Conceptual framework; Business analytics; Conceptual model; Design science research","score_opus":0.11695157978686636,"score_gpt":0.2633349500464906,"score_spread":0.14638337025962422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990302846","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014267236,0.000033777866,0.9854739,0.0034324604,0.0010640041,0.0004299737,0.00003605782,0.000037434635,0.008065691],"genre_scores_gemma":[0.9960227,0.000006854076,0.00129786,0.0012252758,0.001176382,0.000011161856,0.000043128144,0.000009529885,0.00020711533],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99847007,0.000013577313,0.0007479518,0.00005448567,0.00054435874,0.00016956858],"domain_scores_gemma":[0.9951286,0.000049304763,0.002483784,0.000104066254,0.0022188032,0.000015493773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092922995,0.00010031523,0.00021336792,0.00015617453,0.00029105297,0.00063914043,0.00042854503,0.00008695014,0.0000021751723],"category_scores_gemma":[0.0011778643,0.00007020091,0.00014193422,0.0008559659,0.000011867718,0.004795846,0.00008772071,0.00013704457,0.00003448695],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044972232,0.000028282984,0.0041886517,0.00041791413,0.000108484055,6.902521e-8,0.00045157998,0.92561495,0.00012111696,0.022802668,0.045850135,0.00037117966],"study_design_scores_gemma":[0.00036620453,0.0000042123797,0.000866674,0.0000577163,0.00011998941,0.0000032454034,0.00058695563,0.8562176,0.000013821987,0.00014154015,0.14151949,0.000102533966],"about_ca_topic_score_codex":0.000016679864,"about_ca_topic_score_gemma":0.0000010653209,"teacher_disagreement_score":0.99459594,"about_ca_system_score_codex":0.00012154901,"about_ca_system_score_gemma":0.000082459555,"threshold_uncertainty_score":0.6163246},"labels":[],"label_agreement":null},{"id":"W6990995999","doi":"","title":"The Evolution of Corporate Location Planning: A Survey Approach","year":2023,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geospatial analysis; Big data; Analytics; Scale (ratio); Survey data collection; Social media; Location data; Consumption (sociology)","score_opus":0.06546355040294738,"score_gpt":0.25891575416385587,"score_spread":0.1934522037609085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990995999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9644579,0.00063660083,0.011192246,0.0015691955,0.01001412,0.0024894732,0.000071967814,0.00013566703,0.009432808],"genre_scores_gemma":[0.999249,0.000004400975,0.000006169998,0.000011740709,0.00012648186,0.000020998015,0.000024607782,0.000005454107,0.0005511369],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984047,0.000055984787,0.000808123,0.000034184017,0.0005726074,0.00012439291],"domain_scores_gemma":[0.9915721,0.00026061953,0.0055774297,0.00011751313,0.0024673396,0.0000050224503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056885253,0.00007155455,0.00017115464,0.00023200955,0.00035355624,0.00027327827,0.00025847624,0.000053122407,2.0754642e-7],"category_scores_gemma":[0.0018446451,0.000042756987,0.00010586368,0.0010568763,0.000018656927,0.0014377214,0.00005763888,0.000087941604,0.00002468228],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048670212,0.000010231887,0.9749779,0.00014107938,0.00009964783,2.1509692e-8,0.00028549758,0.0046201227,0.000015840538,0.007105155,0.01209659,0.0005992107],"study_design_scores_gemma":[0.0005014577,0.00000768134,0.9495606,0.00006456516,0.00008029066,0.0000013789053,0.003215982,0.014399441,0.0000033708716,0.00012876805,0.031971306,0.00006520478],"about_ca_topic_score_codex":0.00018920287,"about_ca_topic_score_gemma":0.00002504904,"teacher_disagreement_score":0.034791086,"about_ca_system_score_codex":0.0003399371,"about_ca_system_score_gemma":0.00007037009,"threshold_uncertainty_score":0.27193046},"labels":[],"label_agreement":null},{"id":"W6991044580","doi":"","title":"Evolution of Resilience Strategies Synergies in Supply Chains: Leveraging Disruptive Technologies Integration","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Adaptability; Supply chain; Resilience (materials science); Traceability; Blockchain; Supply chain management; Supply chain risk management","score_opus":0.006981619745600589,"score_gpt":0.23263633586027002,"score_spread":0.22565471611466945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991044580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8443951,0.0010630606,0.10910473,0.0072075617,0.006712014,0.0028852106,0.000022153523,0.00016523871,0.028444918],"genre_scores_gemma":[0.99946505,0.000032346386,0.000047948033,0.00005493378,0.0000715564,0.000027279695,0.000003412103,0.0000026163145,0.00029488004],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9985251,0.000023975066,0.000849842,0.000056085748,0.0004083023,0.00013671575],"domain_scores_gemma":[0.9969114,0.00012491927,0.002068677,0.000119982935,0.0007725422,0.0000024591325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015514162,0.00009096358,0.00021074135,0.0008526692,0.00013291209,0.00030910558,0.0003515492,0.000082748105,5.878839e-7],"category_scores_gemma":[0.0010163416,0.00006106078,0.00010796548,0.0009239981,0.000030175466,0.0043041236,0.00007509497,0.00012535354,0.0000024997555],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011434545,0.000054885768,0.19533221,0.00064773567,0.00009094131,2.4279638e-7,0.0018496524,0.13768652,0.00032881091,0.6516473,0.0063821105,0.005865178],"study_design_scores_gemma":[0.0026551853,0.00006267252,0.33496705,0.0027332609,0.00016788114,0.0000024910516,0.48540583,0.10581535,0.0010207029,0.022548698,0.04427105,0.00034984833],"about_ca_topic_score_codex":0.00027258153,"about_ca_topic_score_gemma":0.00006366904,"teacher_disagreement_score":0.62909865,"about_ca_system_score_codex":0.00058147544,"about_ca_system_score_gemma":0.00009695953,"threshold_uncertainty_score":0.31203854},"labels":[],"label_agreement":null},{"id":"W6991052905","doi":"","title":"Factors affecting Cybersecurity Readiness from Dynamic Capabilities Perspective: A Thematic Review","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Dynamic capabilities; Categorization; Perspective (graphical); Thematic analysis; Key (lock); Strategic fit; Competitive advantage","score_opus":0.01074565418607786,"score_gpt":0.2710823255279695,"score_spread":0.26033667134189165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991052905","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2673764,0.010781105,0.56735796,0.02447426,0.033523973,0.008327743,0.00050664117,0.0005175951,0.087134354],"genre_scores_gemma":[0.99851424,0.00009223093,0.00025073395,0.00063884904,0.000043763535,0.000015946744,0.000007910541,0.0000031289946,0.0004331969],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99785787,0.00020662959,0.001120639,0.00006423568,0.00059241656,0.0001581992],"domain_scores_gemma":[0.99455255,0.00067290827,0.0027080702,0.00030246677,0.0017272269,0.000036779984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024193274,0.00013107627,0.00037151546,0.00018749111,0.00027730045,0.00039349444,0.00075689855,0.00009089012,0.000002165484],"category_scores_gemma":[0.0024019857,0.00008400787,0.0003168007,0.0005352234,0.000013015607,0.0033594063,0.00008341145,0.00021260486,0.000007830711],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028133934,0.0001211296,0.0072169527,0.0044500693,0.00095548056,1.924513e-7,0.14025371,0.00096833886,0.000030319305,0.80331326,0.0404899,0.0021725062],"study_design_scores_gemma":[0.009422964,0.0003689596,0.14474261,0.029894367,0.001308909,0.00007292239,0.25899887,0.1548962,0.0016581512,0.0701276,0.32628188,0.0022265587],"about_ca_topic_score_codex":0.00007144151,"about_ca_topic_score_gemma":0.000016411595,"teacher_disagreement_score":0.73318565,"about_ca_system_score_codex":0.0013569747,"about_ca_system_score_gemma":0.00022159744,"threshold_uncertainty_score":0.37944758},"labels":[],"label_agreement":null},{"id":"W6991909389","doi":"","title":"Irish CIOsâ Influence on Technology Innovation and IT-Business Alignment","year":2012,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Irish; Information technology; Technological change; Disconnection; Technology innovation; Technology management","score_opus":0.01162978272031494,"score_gpt":0.2271120771603173,"score_spread":0.21548229444000236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991909389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97411823,0.000040369974,0.0012292637,0.007895871,0.0023352988,0.000550082,0.000010489973,0.00005620379,0.013764204],"genre_scores_gemma":[0.9972877,0.000008696696,0.000028567374,0.0020662367,0.00038262148,0.00002050884,0.0000072258044,0.000004681911,0.00019379587],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984906,0.000007698431,0.00085981895,0.000033192813,0.0004251914,0.00018350451],"domain_scores_gemma":[0.99441457,0.000043925113,0.0036506287,0.00011271287,0.0017718512,0.0000062867703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014975249,0.00009761824,0.00016991717,0.0006020773,0.00021593845,0.0002416215,0.0002051582,0.0001747044,0.0000017762859],"category_scores_gemma":[0.0011705535,0.00006932012,0.000042870106,0.001052084,0.000020235213,0.0063165003,0.00004575308,0.00015216888,0.000046943183],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070998874,0.000052160824,0.18522269,0.00029452355,0.0001127271,8.409261e-8,0.00058594637,0.0024941373,0.00019165316,0.7286987,0.07902433,0.0032520643],"study_design_scores_gemma":[0.0013987789,0.000031124917,0.11676675,0.0001928856,0.000057819074,0.000019234974,0.0031570739,0.0005104075,0.00036040184,0.0016936433,0.8756171,0.00019478064],"about_ca_topic_score_codex":0.000011556942,"about_ca_topic_score_gemma":7.289841e-7,"teacher_disagreement_score":0.7965928,"about_ca_system_score_codex":0.0002369005,"about_ca_system_score_gemma":0.00003293101,"threshold_uncertainty_score":0.457931},"labels":[],"label_agreement":null},{"id":"W6991911339","doi":"","title":"Integrating Advanced Location Analytics and Machine Learning in Environmental Studies: A Cross Disciplinary Approach","year":2024,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Remote Sensing in Agriculture","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cross disciplinary; Biological data; Analytics; Hyperspectral imaging; Data analysis; Personalization; Spatial analysis; Data collection; Discipline","score_opus":0.013718963187958576,"score_gpt":0.2617691098435124,"score_spread":0.24805014665555386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991911339","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98431736,0.0016507583,0.007993712,0.0005981162,0.0016870045,0.0008655844,0.000022104005,0.000037056074,0.0028282977],"genre_scores_gemma":[0.99856496,0.000065326996,0.00045920495,0.000018382128,0.000046628906,0.000002784673,0.000010807865,0.000004645307,0.00082727807],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987811,0.00008377702,0.0005793016,0.00006200929,0.00039131177,0.00010250169],"domain_scores_gemma":[0.998969,0.00017323263,0.0007431167,0.00005301229,0.000038356666,0.000023278597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015190386,0.000082511055,0.00014850617,0.000063982,0.00014956073,0.00018782503,0.00009929706,0.0000646577,7.10441e-7],"category_scores_gemma":[0.000554097,0.000048696365,0.0000621216,0.0002792834,0.00002941719,0.0012591153,0.00006757502,0.00024402923,0.0000054633515],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024827366,0.00002894105,0.16616008,0.00021858487,0.000103743514,4.5929167e-7,0.016039483,0.8111775,0.00056933507,0.00017540438,0.0007615048,0.004740161],"study_design_scores_gemma":[0.0007721443,0.0001143819,0.14233509,0.0006605051,0.000057478042,0.00008644796,0.015971191,0.8251899,0.0000768849,0.00012746482,0.01443168,0.00017685787],"about_ca_topic_score_codex":0.000006984705,"about_ca_topic_score_gemma":0.00000847602,"teacher_disagreement_score":0.023824995,"about_ca_system_score_codex":0.0014195393,"about_ca_system_score_gemma":0.000011269885,"threshold_uncertainty_score":0.3712046},"labels":[],"label_agreement":null},{"id":"W6992001700","doi":"","title":"InterCon Travel Health: Case B","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Capital Investment and Risk Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Valuation (finance); Information system; Officer; Discretion; Management information systems; Flexibility (engineering); Capital asset; Revenue","score_opus":0.021854566210434762,"score_gpt":0.2320914550557864,"score_spread":0.21023688884535163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992001700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8932481,0.004306224,0.011560448,0.018469647,0.03727052,0.0019451176,0.0011130944,0.000044811586,0.032042056],"genre_scores_gemma":[0.99766034,0.00005685662,0.00009412599,0.00028935508,0.0002351292,0.0000054203874,0.0000060542693,0.0000038661155,0.001648839],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986484,0.000015214485,0.0011294173,0.000033172324,0.000070388116,0.0001033823],"domain_scores_gemma":[0.99586123,0.00006191474,0.003718473,0.00010225519,0.00020985657,0.000046282137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021576332,0.00005489706,0.00024783742,0.00020592785,0.00014505077,0.00017081776,0.00013572884,0.00007363572,0.000009767792],"category_scores_gemma":[0.0003446388,0.00004119668,0.00026201323,0.0001466669,0.0000071484264,0.0008881601,0.000011828586,0.00016107668,0.00006150699],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000145181,0.000038644605,0.016948154,0.000069388356,0.00028325804,6.7251864e-7,0.0057548727,0.00033498427,0.000025805124,0.93777233,0.038289882,0.0004674989],"study_design_scores_gemma":[0.0023882762,0.00018571918,0.012348874,0.000053921904,0.000056766687,0.000587087,0.0050896825,0.01874807,0.00014185066,0.01170398,0.9484083,0.0002874544],"about_ca_topic_score_codex":0.00015806229,"about_ca_topic_score_gemma":0.000042646785,"teacher_disagreement_score":0.92606837,"about_ca_system_score_codex":0.00025755606,"about_ca_system_score_gemma":0.000030104784,"threshold_uncertainty_score":0.16799517},"labels":[],"label_agreement":null},{"id":"W6992062654","doi":"","title":"Investigating User Inaction in Post-Breach Situations","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Work (physics); Test (biology); Information system; Information security; Data breach","score_opus":0.009031812535702953,"score_gpt":0.24494424056218633,"score_spread":0.23591242802648338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992062654","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11357525,0.00012519817,0.7467262,0.030008277,0.016660983,0.0024876227,0.00004706807,0.00016315824,0.0902062],"genre_scores_gemma":[0.9968379,0.0000039224074,0.0011560492,0.0011959509,0.000055539705,0.000020522972,0.000006842063,0.000001890187,0.00072135194],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99823403,0.00011550025,0.0010283407,0.00003934624,0.00045180906,0.00013094518],"domain_scores_gemma":[0.99641496,0.00020543783,0.0018215525,0.0001667587,0.0013621226,0.000029159695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023246908,0.000072553434,0.00015287878,0.00042329312,0.00020439342,0.00042993887,0.0004866674,0.00009722242,5.559459e-7],"category_scores_gemma":[0.0012233532,0.00005534209,0.00011737064,0.0007752882,0.0000068279624,0.0048705903,0.00005844471,0.00019815541,0.000011475823],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001078873,0.00004410497,0.019407615,0.000119576864,0.00009603035,5.85236e-8,0.012046751,0.008386074,0.0001323248,0.9339446,0.020950899,0.004861216],"study_design_scores_gemma":[0.0051819677,0.00013051959,0.22400571,0.0006556598,0.00007165145,0.000044916113,0.0120652355,0.19757617,0.0013698727,0.0091606965,0.5492938,0.0004437835],"about_ca_topic_score_codex":0.000049498925,"about_ca_topic_score_gemma":0.000022652084,"teacher_disagreement_score":0.9247839,"about_ca_system_score_codex":0.001126363,"about_ca_system_score_gemma":0.00030883998,"threshold_uncertainty_score":0.41459104},"labels":[],"label_agreement":null},{"id":"W6992082706","doi":"","title":"IT Mediated Customer Services in E-Government: A Citizenâs Perspective","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Economic Growth and Fiscal Policies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"The Internet; Benchmarking; Service design; Service delivery framework; Interface (matter); Quality (philosophy); Service (business); Service quality; Perspective (graphical); Web service","score_opus":0.010630895643034955,"score_gpt":0.20746139499243238,"score_spread":0.19683049934939742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992082706","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.332475,0.0008094015,0.0006957771,0.027004316,0.004158595,0.0012109852,0.00091157015,0.000028671277,0.6327057],"genre_scores_gemma":[0.99786186,0.000028579208,0.000010561806,0.0013807416,0.00013395323,0.0000054705147,0.0000035095431,0.0000032806613,0.00057202886],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860996,0.00001703887,0.0010778215,0.000044807755,0.00010422168,0.00014615706],"domain_scores_gemma":[0.9969405,0.00009101856,0.0026900612,0.00008127322,0.00016054703,0.0000366251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012702119,0.00007194791,0.00027351812,0.0001685428,0.00006323446,0.0001307678,0.00021163515,0.00009281924,0.0000038136127],"category_scores_gemma":[0.00037079313,0.000060803857,0.0001479413,0.00018372496,0.000005569498,0.0011280732,0.0000114657905,0.00011855479,0.00008808592],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011618168,0.00008908557,0.30341458,0.00009788254,0.00021498432,2.2114587e-7,0.025640963,0.002930629,0.000022410224,0.64759934,0.019726483,0.00014723199],"study_design_scores_gemma":[0.0042229323,0.00016817414,0.43904257,0.00013855202,0.0000227057,0.000012393236,0.013977921,0.006555101,0.000057508427,0.017049344,0.51843244,0.0003203725],"about_ca_topic_score_codex":0.00005697247,"about_ca_topic_score_gemma":0.000011130708,"teacher_disagreement_score":0.66538686,"about_ca_system_score_codex":0.0012671984,"about_ca_system_score_gemma":0.000018935776,"threshold_uncertainty_score":0.33136797},"labels":[],"label_agreement":null},{"id":"W6993028675","doi":"","title":"Navigating Cooperation in Multiuser AI Systems: Procedural Justice, Explainable AI, and Social Dynamics","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Institute for Computing, Information and Cognitive Systems","keywords":"Sociotechnical system; Procedural justice; Affect (linguistics); Perspective (graphical); Perception; Social identity theory; Identity (music)","score_opus":0.01528351704790302,"score_gpt":0.3510811533098046,"score_spread":0.33579763626190157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6993028675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62541,0.0007528097,0.018370405,0.2759328,0.02540219,0.007880987,0.00027020395,0.00015789995,0.045822702],"genre_scores_gemma":[0.9971117,0.00003008647,0.000023699975,0.0013046389,0.0003079326,0.000022142907,0.000008579353,0.000004544404,0.0011866855],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9979585,0.00030477488,0.0008860433,0.000050525592,0.00057394814,0.00022624023],"domain_scores_gemma":[0.99555576,0.00035415211,0.0014096452,0.000049665738,0.0025923443,0.00003841485],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0053870315,0.000086590226,0.0002505388,0.000102321894,0.0012503767,0.0010907159,0.00019282273,0.0002730414,3.910018e-7],"category_scores_gemma":[0.0036240178,0.00007058869,0.00008495031,0.0004030448,0.00004174252,0.003165438,0.00002757792,0.00046915936,0.0000013118041],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008826661,0.000059928665,0.027650537,0.0011157197,0.00016728434,3.1771125e-7,0.14900579,0.010215852,0.000024558374,0.7894412,0.020430438,0.001800085],"study_design_scores_gemma":[0.0067574815,0.00017313611,0.014759435,0.0027159154,0.00043670618,0.00000851623,0.5208599,0.16779107,0.000041787658,0.004576038,0.2811927,0.00068732473],"about_ca_topic_score_codex":0.0009204491,"about_ca_topic_score_gemma":0.0006522214,"teacher_disagreement_score":0.7848652,"about_ca_system_score_codex":0.0017235408,"about_ca_system_score_gemma":0.000574049,"threshold_uncertainty_score":0.99994624},"labels":[],"label_agreement":null},{"id":"W6996069665","doi":"","title":"The Process of Habit Formation In IS Post-adoption","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Habit; Extant taxon; Process (computing); Phase (matter); Balance (ability)","score_opus":0.02918724475645909,"score_gpt":0.3367620403719009,"score_spread":0.30757479561544177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996069665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883534,0.000021952526,0.0017236051,0.0054415925,0.00296331,0.00054310425,0.000043833817,0.000012769447,0.0008964651],"genre_scores_gemma":[0.99921536,0.000006500887,0.000065542066,0.0001305795,0.000058423037,0.00001549296,0.0000023843834,0.0000032249022,0.00050249905],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99630487,0.000120448196,0.001961074,0.00004989185,0.0014222623,0.00014144408],"domain_scores_gemma":[0.98956084,0.00063698227,0.0056653414,0.00026980194,0.0038376183,0.000029409373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008251632,0.00007796897,0.00021705418,0.00040896697,0.00023894034,0.00027970676,0.0007969474,0.00020848993,0.0000049247724],"category_scores_gemma":[0.0060682506,0.000040838815,0.00019580108,0.00068829337,0.00003296212,0.0026092026,0.00003388502,0.00035042033,0.000024439236],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052930164,0.00022396818,0.7951668,0.000143628,0.00013190198,3.3077686e-7,0.03269553,0.004870619,0.006050828,0.0714761,0.054538585,0.034172412],"study_design_scores_gemma":[0.0033370461,0.0002432857,0.68894494,0.00013881894,0.00006492077,0.00011985152,0.032537907,0.010667994,0.006547891,0.009884603,0.2472562,0.00025655556],"about_ca_topic_score_codex":0.000008131282,"about_ca_topic_score_gemma":0.00004627227,"teacher_disagreement_score":0.19271761,"about_ca_system_score_codex":0.00016244291,"about_ca_system_score_gemma":0.00010434206,"threshold_uncertainty_score":0.7264701},"labels":[],"label_agreement":null},{"id":"W6996326005","doi":"","title":"SA&D and Database: Should we be researching what we are teaching?","year":2004,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Information system","score_opus":0.05209953807065298,"score_gpt":0.3169193184220175,"score_spread":0.2648197803513645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996326005","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029377727,0.0020217344,0.75799674,0.1763355,0.023649367,0.0031599926,0.00012146402,0.00021383057,0.0071236617],"genre_scores_gemma":[0.98132956,0.00066396024,0.011206172,0.002830918,0.0006172659,0.000086702756,0.000035012326,0.000016660717,0.0032137507],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99696463,0.00019074163,0.0012323973,0.00007986122,0.0012974488,0.00023493644],"domain_scores_gemma":[0.9952556,0.00021329457,0.003090541,0.00029743416,0.0010267012,0.00011641725],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0054096915,0.00013292015,0.00024665621,0.00035324346,0.0005741496,0.0020715762,0.0007027877,0.00010094143,0.0000013040618],"category_scores_gemma":[0.0008604752,0.00009129337,0.00012441375,0.00033434128,0.0000124385915,0.0111203445,0.00014061014,0.0003494617,0.000029304578],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005474762,0.00018868416,0.0065064784,0.0013390628,0.0005048908,8.5138873e-7,0.21794154,0.01038943,0.00018089332,0.4811977,0.2584996,0.023196101],"study_design_scores_gemma":[0.0013006149,0.000033936718,0.0017489113,0.0010128219,0.0000143901025,0.00013331723,0.017545445,0.0013127734,0.00011452319,0.0005595789,0.97603446,0.00018923733],"about_ca_topic_score_codex":0.000018393304,"about_ca_topic_score_gemma":0.00000568265,"teacher_disagreement_score":0.9519518,"about_ca_system_score_codex":0.0009148477,"about_ca_system_score_gemma":0.0003451019,"threshold_uncertainty_score":0.99896437},"labels":[],"label_agreement":null},{"id":"W6996708464","doi":"","title":"Strategic Positioning in Converging Technology MarketsâThe Clyp Case","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Simon Fraser University","keywords":"Telephony; Convergence (economics); The Internet; Market share; Identification (biology); Set (abstract data type); Voice over IP; Information technology; Technological convergence","score_opus":0.00710333792596445,"score_gpt":0.2071424519540539,"score_spread":0.20003911402808944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996708464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99388516,0.00001092982,0.000015260492,0.0012737171,0.0015024219,0.00019722915,0.00003441425,0.000009491158,0.0030713875],"genre_scores_gemma":[0.99950176,0.0000020240525,0.000015532705,0.00007070569,0.0001814068,0.000010760337,0.000005631269,3.3876643e-7,0.00021184277],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919355,0.000047067915,0.0004694537,0.000027991466,0.0001548315,0.00010713278],"domain_scores_gemma":[0.9983271,0.00022506327,0.0010182126,0.000026709691,0.00038495837,0.000017982351],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009979152,0.00004962081,0.00011097661,0.00005938492,0.00019643447,0.0001573334,0.00012858995,0.0001101294,0.000013531839],"category_scores_gemma":[0.00016637209,0.000018368599,0.00008501854,0.00022949255,0.0000057857646,0.00055837154,0.000010238307,0.00024063836,0.000007055765],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006416463,0.00039590753,0.31891704,0.00017186503,0.00063193653,0.00007218547,0.004148486,0.003969558,0.42861897,0.15110306,0.011932507,0.07939683],"study_design_scores_gemma":[0.0077054976,0.0012611797,0.11632264,0.00079755654,0.0002646399,0.02655444,0.07940412,0.06662582,0.0063075367,0.0062297587,0.6872838,0.0012430022],"about_ca_topic_score_codex":0.00008700433,"about_ca_topic_score_gemma":0.00023780142,"teacher_disagreement_score":0.6753513,"about_ca_system_score_codex":0.00011213325,"about_ca_system_score_gemma":0.000017560233,"threshold_uncertainty_score":0.15171696},"labels":[],"label_agreement":null},{"id":"W6996716824","doi":"","title":"Sounding Trustworthy: AI-Generated Audio Outperforms Video and Images in Political Communication","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Misinformation; Realism; Politics; Political communication; Social media; Trustworthiness; Natural (archaeology); Perception","score_opus":0.01424338158323309,"score_gpt":0.31706606403468734,"score_spread":0.3028226824514543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996716824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58204395,0.00069557165,0.007105038,0.057504997,0.0068340846,0.0030266913,0.000096817654,0.00010584785,0.342587],"genre_scores_gemma":[0.9968948,0.000069189235,0.000063270076,0.0008739668,0.00008484793,0.0000047455455,0.0000065288637,0.0000024452838,0.0020002215],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981285,0.0002482631,0.0008967096,0.00003055288,0.00047424852,0.0002217477],"domain_scores_gemma":[0.9975363,0.00033843901,0.0011231594,0.00010881634,0.00082300714,0.00007026687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00508775,0.00007019529,0.00019465218,0.00032032796,0.0005068686,0.0005505956,0.00023336287,0.00013216324,0.000002743057],"category_scores_gemma":[0.0032546963,0.000051127885,0.00007940624,0.00045529017,0.000039025577,0.0028388991,0.00003068595,0.00019950171,0.00000461903],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008057577,0.00003367048,0.08235805,0.0001332742,0.00010885503,5.858648e-8,0.043376073,0.0017552465,0.00003908103,0.82851416,0.04042327,0.0031776966],"study_design_scores_gemma":[0.0047182743,0.00007731096,0.123122096,0.00082285824,0.00011052364,0.0000103442735,0.10943892,0.0064911046,0.0004394576,0.0055729374,0.74885595,0.00034021083],"about_ca_topic_score_codex":0.00019243018,"about_ca_topic_score_gemma":0.00007270041,"teacher_disagreement_score":0.8229412,"about_ca_system_score_codex":0.001055079,"about_ca_system_score_gemma":0.0003556166,"threshold_uncertainty_score":0.5309406},"labels":[],"label_agreement":null},{"id":"W6996970555","doi":"","title":"Teaching Data Preparation to Non-technical Audiences Using Tableau Prep Builder","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Analytics; Coding (social sciences); Visualization; Data visualization; Data analysis","score_opus":0.032841384410112986,"score_gpt":0.36632862558951135,"score_spread":0.3334872411793984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996970555","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011005945,0.0000132855,0.9923401,0.0013904886,0.0017187305,0.00037204835,0.000030103369,0.000023055176,0.003011598],"genre_scores_gemma":[0.9754158,0.0000051454085,0.020064589,0.0011774075,0.00023113548,0.000009082686,0.0000328338,0.000004557363,0.0030594221],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99827045,0.00010596457,0.0008752165,0.000086334396,0.00053426565,0.00012775273],"domain_scores_gemma":[0.99711144,0.00015368588,0.0015484372,0.00045006763,0.0006958168,0.00004056764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035904094,0.000072961215,0.00017112697,0.00024116659,0.00030451824,0.00075189245,0.0014473205,0.000067846704,3.4907396e-7],"category_scores_gemma":[0.0016175036,0.000052388918,0.00006801231,0.00053366646,0.000005566544,0.004618846,0.0003481419,0.00011609111,0.000005269448],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005656459,0.00014577791,0.0073806755,0.0003306646,0.00036358435,2.1884418e-7,0.005405828,0.20798716,0.0012204362,0.2558018,0.515362,0.0059452965],"study_design_scores_gemma":[0.0003228242,0.00003561186,0.0008079001,0.00017793049,0.000037900252,0.000007680032,0.00022442041,0.722882,0.00012209489,0.00022170598,0.27508026,0.00007972534],"about_ca_topic_score_codex":0.00002901364,"about_ca_topic_score_gemma":0.0000052885266,"teacher_disagreement_score":0.9743152,"about_ca_system_score_codex":0.00039249106,"about_ca_system_score_gemma":0.00029227135,"threshold_uncertainty_score":0.7250516},"labels":[],"label_agreement":null},{"id":"W6997005007","doi":"","title":"Towards a Theory of Supply Chain Management through Knowledge Management","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Supply chain management; Supply chain; Supply chain risk management; Service management; Knowledge value chain; Construct (python library); Materials management; Digital firm","score_opus":0.016040730933092072,"score_gpt":0.2547462596119089,"score_spread":0.2387055286788168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997005007","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029159917,0.00028441742,0.061138898,0.0032896202,0.00610218,0.0021968712,0.000026955448,0.00004768787,0.9239974],"genre_scores_gemma":[0.9843185,0.000050080333,0.00032107235,0.0012627029,0.00033116064,0.000072072995,0.0000180439,0.000009231593,0.013617121],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99775076,0.00007361934,0.0012869934,0.00007354086,0.0006136848,0.00020142765],"domain_scores_gemma":[0.9964922,0.0001063541,0.002381851,0.00024002056,0.00077211217,0.000007466106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004653595,0.00014062884,0.00032365578,0.00051572337,0.00020433633,0.00031334834,0.00057634636,0.00007724822,0.000009273311],"category_scores_gemma":[0.00017104165,0.00010244636,0.00031596562,0.0007427881,0.000020391268,0.0021408815,0.00024064012,0.0001088341,0.0000369122],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009215697,0.00007135772,0.0010988099,0.0021451595,0.00060712657,2.1636718e-7,0.00056848035,0.00085051684,0.0000018172212,0.9375628,0.051236246,0.0057652798],"study_design_scores_gemma":[0.0018144096,0.000013799322,0.008128953,0.0005099056,0.00038154246,6.5134606e-7,0.0086945705,0.00089837797,0.00003281331,0.027438644,0.9519627,0.00012365021],"about_ca_topic_score_codex":0.000019968975,"about_ca_topic_score_gemma":0.0000034970788,"teacher_disagreement_score":0.9814025,"about_ca_system_score_codex":0.00035334652,"about_ca_system_score_gemma":0.000028520792,"threshold_uncertainty_score":0.41776416},"labels":[],"label_agreement":null},{"id":"W6997271922","doi":"","title":"Unpacking Content Contrast in Online Customer Reviews","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Attribution; Causality (physics); Perception; Contrast (vision); Unpacking; Causal inference; Causal model; Consumer behaviour","score_opus":0.038766966652013186,"score_gpt":0.31963648318731674,"score_spread":0.28086951653530356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997271922","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19919445,0.002406315,0.0014849273,0.025714828,0.0368271,0.005203703,0.00015588717,0.000078612444,0.72893417],"genre_scores_gemma":[0.9929572,0.00017502368,0.000022622178,0.00043921356,0.00027038332,0.000012667045,0.0000031830489,0.0000021010537,0.0061176517],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981034,0.00035593813,0.00093616464,0.000027595635,0.00042587228,0.00015104782],"domain_scores_gemma":[0.9968803,0.00056262134,0.0017277305,0.000054778422,0.00074074726,0.000033802906],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0068177707,0.00005395879,0.0002536307,0.00015670949,0.0002007888,0.0002169763,0.00021660603,0.00009319238,0.0000010931409],"category_scores_gemma":[0.010811927,0.000038033162,0.00016637104,0.00041286417,0.00002094172,0.00087671523,0.000013610025,0.00013774124,0.000007063073],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022348049,0.00025358325,0.38305193,0.0005277282,0.00033963754,4.257514e-7,0.07668679,0.0007116514,0.00006224351,0.28262872,0.18483455,0.07067923],"study_design_scores_gemma":[0.00064377976,0.000008665547,0.014584904,0.0004926713,0.000020096406,2.5725964e-7,0.015979921,0.000044883152,0.0000036277652,0.00018014332,0.9679936,0.00004742426],"about_ca_topic_score_codex":0.0001660629,"about_ca_topic_score_gemma":0.0002141999,"teacher_disagreement_score":0.7937627,"about_ca_system_score_codex":0.0009590777,"about_ca_system_score_gemma":0.00023324379,"threshold_uncertainty_score":0.99752045},"labels":[],"label_agreement":null},{"id":"W6998470454","doi":"","title":"Algorithm Aversion: Investigating the Role of Confidence in AI-Assisted Judgment","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ivey Foundation","funders":"","keywords":"Overconfidence effect; Advice (programming); Distrust; Interpersonal communication; Self-confidence; Vulnerability (computing)","score_opus":0.018757129168806987,"score_gpt":0.31977417875073433,"score_spread":0.3010170495819273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998470454","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24870434,0.0022069986,0.014465619,0.3100753,0.026853105,0.007890429,0.00023838982,0.00009886302,0.38946694],"genre_scores_gemma":[0.9982279,0.000036613896,0.00011296275,0.00078422885,0.000111513815,0.0000060915677,0.0000010642266,0.0000016654307,0.0007179643],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99799603,0.00032664018,0.0007735083,0.000027151107,0.0007460739,0.00013056991],"domain_scores_gemma":[0.9955449,0.0007339705,0.0019987847,0.000077623394,0.0016118685,0.000032845495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007101743,0.000049817478,0.00017189255,0.000112470894,0.00047279606,0.00023573847,0.00034216116,0.00013339227,0.000001119722],"category_scores_gemma":[0.0043692803,0.000032191674,0.00012779309,0.00045245927,0.000061913546,0.0010803817,0.000029717052,0.00024272077,0.0000013716299],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034169178,0.000072783296,0.055400174,0.0001524152,0.0003169257,1.2800584e-7,0.1678448,0.0035640013,0.00027459033,0.7358332,0.016754128,0.019752644],"study_design_scores_gemma":[0.0020822985,0.00010132901,0.04313413,0.0014346408,0.00013079497,0.0000020286957,0.25537452,0.006084571,0.0013058439,0.068001464,0.6221325,0.0002159305],"about_ca_topic_score_codex":0.0011029639,"about_ca_topic_score_gemma":0.0001643717,"teacher_disagreement_score":0.7495236,"about_ca_system_score_codex":0.0006768358,"about_ca_system_score_gemma":0.00063051126,"threshold_uncertainty_score":0.5230752},"labels":[],"label_agreement":null},{"id":"W6998666451","doi":"","title":"Architecture Strategy and Business Technology Management for Digital Leaders","year":2023,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Educational Leadership and Innovation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Digital transformation; Enabling; Architecture; Business architecture; Accreditation; Business transformation; Information management; Information technology","score_opus":0.03423552803946891,"score_gpt":0.30534178504269205,"score_spread":0.27110625700322316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998666451","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28083408,0.0005079787,0.053469498,0.42038947,0.02646627,0.011595806,0.00062117603,0.0005648477,0.2055509],"genre_scores_gemma":[0.99385875,0.000023861112,0.00011000618,0.000125413,0.00034357692,0.00004323092,0.000026113416,0.000004415446,0.005464652],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990596,0.000025697163,0.0003891575,0.000033774522,0.0003544449,0.00013731897],"domain_scores_gemma":[0.9978662,0.0001778349,0.000847053,0.000047544985,0.0010401168,0.000021214657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013872284,0.00004780224,0.0000951286,0.00033117525,0.0003319486,0.00025485517,0.00015227671,0.000095589676,5.4874124e-7],"category_scores_gemma":[0.0008324082,0.000036017354,0.00005078938,0.000872924,0.00003945339,0.000984986,0.000010920416,0.00006933392,0.000005293824],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004271227,0.00002038784,0.01071882,0.0003258218,0.00019389672,5.935543e-8,0.018154625,0.0040900987,0.000011886933,0.8949977,0.05161841,0.019825593],"study_design_scores_gemma":[0.0005239264,0.000029045128,0.0063015786,0.000068612586,0.00002375019,0.000002372449,0.09691214,0.00011246078,0.0000067569404,0.009568621,0.8863809,0.00006981523],"about_ca_topic_score_codex":0.000005558899,"about_ca_topic_score_gemma":0.0000040857462,"teacher_disagreement_score":0.8854291,"about_ca_system_score_codex":0.00023328308,"about_ca_system_score_gemma":0.00011841013,"threshold_uncertainty_score":0.25531137},"labels":[],"label_agreement":null},{"id":"W6998709892","doi":"","title":"Applying the WWII Sabotage Manual to the IS Discipline: Are We Self-Sabotaging?","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Agency (philosophy); Relevance (law); Action (physics); State (computer science); Information system; Field (mathematics); World War II","score_opus":0.014562161184111742,"score_gpt":0.33626855095285796,"score_spread":0.3217063897687462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998709892","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039645698,0.00083380257,0.10510061,0.56581646,0.06464689,0.034351118,0.0010883977,0.0003634511,0.18815356],"genre_scores_gemma":[0.98450875,0.00007398752,0.000082154715,0.004297368,0.0010652632,0.00051840383,0.000006897035,0.0000076030406,0.009439543],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99688256,0.00036943142,0.0012875074,0.000052812044,0.0011391722,0.00026853266],"domain_scores_gemma":[0.994563,0.0006661829,0.0031291333,0.00022638604,0.0013652,0.000050111532],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007894,0.00011488785,0.00021831381,0.00016243308,0.0023945447,0.0009814692,0.00074741483,0.00009475091,0.0000079838655],"category_scores_gemma":[0.00091449,0.000059354552,0.00022815313,0.00079934386,0.000027141965,0.0017682354,0.00008505171,0.00018790214,0.000040804807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058965783,0.000020924164,0.011227498,0.00018727231,0.0003575654,4.197439e-8,0.22528112,0.002696225,0.000006976039,0.23306648,0.5228029,0.004294051],"study_design_scores_gemma":[0.00036937647,0.0000131572215,0.0016968341,0.00011517246,0.000049769315,0.0000014020022,0.14535524,0.00037764813,0.000024910152,0.00034084285,0.8515903,0.000065402375],"about_ca_topic_score_codex":0.00011229927,"about_ca_topic_score_gemma":0.00011562403,"teacher_disagreement_score":0.9448631,"about_ca_system_score_codex":0.000994447,"about_ca_system_score_gemma":0.00030574758,"threshold_uncertainty_score":0.9989042},"labels":[],"label_agreement":null},{"id":"W6999330948","doi":"","title":"Could AI Replace or Facilitate Homecare Jobs for Senior People","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Workforce; Identification (biology); Health care; Aging in place; Workforce development; Population ageing; Information technology; Population","score_opus":0.08248709682260583,"score_gpt":0.4035692073420201,"score_spread":0.32108211051941427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999330948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5999573,0.0009801273,0.1494399,0.17232144,0.05202118,0.015453766,0.00093482406,0.00018368378,0.0087078065],"genre_scores_gemma":[0.98073107,0.000028037712,0.00017257938,0.0016198674,0.0003919465,0.00010220294,0.00004359565,0.000006286944,0.016904414],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998132,0.00006032109,0.0012000699,0.000053276333,0.0003871479,0.00016719585],"domain_scores_gemma":[0.9944708,0.0006892954,0.0014218717,0.00016007663,0.0032009168,0.00005703952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020657105,0.00008410366,0.0002978531,0.00020031107,0.00024896336,0.00011329543,0.000121617035,0.00015430708,0.0000041149087],"category_scores_gemma":[0.0044046375,0.00005317744,0.0002306531,0.0003534132,0.000007895144,0.0006452427,0.00001152544,0.0001709458,0.000012304768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026883439,0.00011168901,0.16918483,0.003102073,0.0005461158,1.894399e-7,0.024530137,0.0024897794,0.00016254082,0.0044056126,0.77386504,0.018913655],"study_design_scores_gemma":[0.0008881742,0.0004591486,0.014306098,0.000698849,0.00027092913,0.0000357409,0.026921209,0.004793184,0.0024509775,0.00048748034,0.9485596,0.00012864736],"about_ca_topic_score_codex":0.0001184349,"about_ca_topic_score_gemma":0.00007380027,"teacher_disagreement_score":0.3807738,"about_ca_system_score_codex":0.0009896162,"about_ca_system_score_gemma":0.0007038897,"threshold_uncertainty_score":0.52730805},"labels":[],"label_agreement":null},{"id":"W6999618485","doi":"","title":"Designing Evidence-based Decision Support Systems for Pandemic Management Considering both Health and Economic Situation","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"vaccines and immunoinformatics approaches","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Pandemic; Decision support system; Herd immunity; Psychological intervention; Best practice; Coronavirus disease 2019 (COVID-19); Artifact (error); Control (management)","score_opus":0.031019241844822642,"score_gpt":0.2833501526147317,"score_spread":0.25233091076990904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999618485","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09193066,0.0037451712,0.8966099,0.00085378974,0.0032369278,0.003069597,0.00005647752,0.000014449612,0.0004830274],"genre_scores_gemma":[0.9960192,0.00056732993,0.00250511,0.00034031898,0.00010060186,0.00007128315,0.000041567277,0.00000637213,0.00034822006],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99871707,0.000049078662,0.0009101696,0.00005346514,0.0001454604,0.0001247863],"domain_scores_gemma":[0.9977098,0.00016297388,0.0017225832,0.00011846458,0.00025361878,0.000032527245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025936593,0.00008469526,0.00019304617,0.00012408909,0.00019064378,0.00021317242,0.00013049808,0.00008330732,1.4966767e-7],"category_scores_gemma":[0.00034086205,0.00006424395,0.000110477486,0.000051685078,0.000005278416,0.00010932686,0.000033136057,0.00004629847,7.011911e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002617448,0.00009944583,0.11149986,0.009301898,0.002743467,1.28491e-7,0.0038983088,0.5578913,0.0049306997,0.018246947,0.24531431,0.043456156],"study_design_scores_gemma":[0.013349419,0.0015927148,0.010604803,0.0043223617,0.00040415375,0.000064492655,0.015599341,0.25404713,0.0039000947,0.00042244003,0.69504803,0.0006450275],"about_ca_topic_score_codex":0.000007696681,"about_ca_topic_score_gemma":0.0000016942712,"teacher_disagreement_score":0.90408856,"about_ca_system_score_codex":0.00033700824,"about_ca_system_score_gemma":0.00027650257,"threshold_uncertainty_score":0.26197922},"labels":[],"label_agreement":null},{"id":"W7000395011","doi":"","title":"Exploring the Interactions between Social Movement Activists and Target Organizations on Social Media","year":2023,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Social movement; Social media; Narrative; Resource mobilization; Collective action; Social movement theory; Action (physics)","score_opus":0.10804139392256973,"score_gpt":0.3350326332934238,"score_spread":0.22699123937085408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000395011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9493178,0.000007661245,0.0002706919,0.032846276,0.012146265,0.0007775861,0.00019810336,0.0000824175,0.004353179],"genre_scores_gemma":[0.99576676,0.00002281275,0.000006753029,0.00018794935,0.0035687224,0.00003427033,0.000015841117,0.000007310499,0.00038958702],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981933,0.00027849432,0.0004987142,0.000036479094,0.0007876615,0.00020533643],"domain_scores_gemma":[0.9962726,0.0017027833,0.0011394749,0.000045811394,0.0007879496,0.000051367297],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016570196,0.00007127221,0.00016548454,0.00014504041,0.001980269,0.0002820003,0.00020750266,0.00006915801,0.0000028795446],"category_scores_gemma":[0.0036253089,0.00004915245,0.00010771963,0.00070817623,0.000045904155,0.0010210735,0.000029301815,0.00020095702,0.000021523409],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022160242,0.000027852677,0.029643634,0.000043919474,0.00034146113,1.234606e-7,0.7721081,0.00021618436,0.000033539807,0.10390202,0.08922283,0.0044382084],"study_design_scores_gemma":[0.00061727816,0.000022468386,0.18619536,0.00004378742,0.00010670315,4.5758998e-7,0.2249081,0.00006234974,0.00013572793,0.002184425,0.5855881,0.00013523195],"about_ca_topic_score_codex":0.000062911924,"about_ca_topic_score_gemma":0.000026267802,"teacher_disagreement_score":0.54719996,"about_ca_system_score_codex":0.0006769282,"about_ca_system_score_gemma":0.000191413,"threshold_uncertainty_score":0.999319},"labels":[],"label_agreement":null},{"id":"W7000427677","doi":"","title":"Explaining AI in Autonomous Vehicles: A Path to Trust and Adoption","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Transparency (behavior); Cognition; Competence (human resources); Key (lock); Plan (archaeology); Path (computing)","score_opus":0.013280628393492632,"score_gpt":0.32142752355928716,"score_spread":0.3081468951657945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000427677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.817242,0.0001666235,0.033521365,0.014950182,0.020856,0.0025254237,0.00007733892,0.00010893537,0.11055212],"genre_scores_gemma":[0.9946217,0.0000028651586,0.00006135498,0.0012994456,0.00008992556,0.000044891738,0.0000037582568,0.000003534963,0.0038725303],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851805,0.00014136537,0.0009582367,0.000048393606,0.0002165041,0.000117474425],"domain_scores_gemma":[0.99812776,0.00020296563,0.001098743,0.00009612471,0.00043916644,0.00003525712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017233908,0.00007043667,0.00018251402,0.0004167128,0.00012403059,0.00015972398,0.000121039724,0.00010483596,0.000010820289],"category_scores_gemma":[0.0004337511,0.000055367047,0.00008358955,0.0002765069,0.000005047339,0.0007604867,0.000018387225,0.0001721188,0.0000346135],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095680077,0.00021948603,0.20602375,0.0004177244,0.0006515921,0.0000011831713,0.12773822,0.0125169,0.00027991764,0.333226,0.28520024,0.032768216],"study_design_scores_gemma":[0.0027269446,0.000104352854,0.41275078,0.00037736143,0.000035087553,0.000022909731,0.021680264,0.0058694337,0.000024003186,0.00019070403,0.55609345,0.00012472298],"about_ca_topic_score_codex":0.000023252696,"about_ca_topic_score_gemma":0.000006193229,"teacher_disagreement_score":0.3330353,"about_ca_system_score_codex":0.00062269735,"about_ca_system_score_gemma":0.000067661895,"threshold_uncertainty_score":0.22578026},"labels":[],"label_agreement":null},{"id":"W7000883815","doi":"","title":"How Good Is the Professional's Aptitude in the Conceptual Understanding of Change Management?","year":2004,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"GRASP; Function (biology); Proposition; Process (computing); Test (biology); Identity (music); Empirical research; Resource (disambiguation)","score_opus":0.05454339975408232,"score_gpt":0.24397565084039188,"score_spread":0.18943225108630957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000883815","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32934117,0.00047149407,0.024218434,0.4302519,0.017521359,0.01219045,0.00015202885,0.00013222649,0.18572095],"genre_scores_gemma":[0.99640393,0.000015986654,0.000012853885,0.0029567247,0.0002492248,0.000038119168,0.0000048426673,0.0000031329794,0.00031519425],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985557,0.000019449124,0.0006201616,0.000029443589,0.0006409031,0.00013434907],"domain_scores_gemma":[0.9963143,0.00006955581,0.0031529984,0.00012639434,0.00033364302,0.0000031119512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019003021,0.000079231235,0.00014590524,0.00017695074,0.00024345043,0.0003071376,0.00048391244,0.000088121145,0.0000014620438],"category_scores_gemma":[0.00013818628,0.00003912689,0.00012340701,0.0004449075,0.00003324168,0.003976327,0.000043590368,0.00017422203,0.000008187606],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021298076,0.000020196712,0.004769069,0.00014786556,0.00007343763,1.4734465e-7,0.0064373594,0.0004446529,0.0000025462487,0.97663534,0.01128617,0.00016191165],"study_design_scores_gemma":[0.004674729,0.000051378254,0.03016893,0.00072313595,0.00015737655,0.000013630387,0.38162196,0.0008534411,0.000064451844,0.020489246,0.56095743,0.00022431802],"about_ca_topic_score_codex":0.000031798434,"about_ca_topic_score_gemma":0.000019169824,"teacher_disagreement_score":0.9561461,"about_ca_system_score_codex":0.0003116326,"about_ca_system_score_gemma":0.000028927361,"threshold_uncertainty_score":0.2961735},"labels":[],"label_agreement":null},{"id":"W7000890218","doi":"","title":"Humanizing Chatbots: The Impact of Verbal and Non-Verbal Cues on Social Presence, Trust, and Self-Disclosure","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"AI in Service Interactions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Chatbot; Personalization; Perception; Customer service; Grounded theory; Social marketing; Service (business)","score_opus":0.010296147716137675,"score_gpt":0.28424180258172616,"score_spread":0.2739456548655885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000890218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9666555,0.00016721131,0.0138017135,0.005212946,0.003856376,0.0010959134,0.000066054956,0.000050425137,0.0090938825],"genre_scores_gemma":[0.9994456,0.000015614773,0.00013768113,0.00008788252,0.00014011854,0.0000077614095,8.59978e-7,0.000002426768,0.00016204493],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871224,0.00010384719,0.000626135,0.0000504258,0.00039375643,0.00011361804],"domain_scores_gemma":[0.9969942,0.00041894658,0.0018001639,0.00013648,0.0006279561,0.000022265333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001218616,0.00008672082,0.00019041436,0.00013943498,0.0003810549,0.00039266393,0.000434826,0.000078628305,3.9363246e-7],"category_scores_gemma":[0.000216388,0.000049607883,0.0001517276,0.00027908094,0.000015651105,0.0019212787,0.000099219105,0.00017284515,0.0000011178042],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004542446,0.00055100216,0.25889936,0.0012975876,0.0048404797,9.1384453e-7,0.25265306,0.024308812,0.0010493627,0.19047347,0.2555899,0.009881814],"study_design_scores_gemma":[0.0036824378,0.0006243578,0.7410946,0.0008667166,0.00024214391,0.00007533119,0.012462358,0.19595039,0.00070910563,0.0029352866,0.040992618,0.0003646367],"about_ca_topic_score_codex":0.00005475364,"about_ca_topic_score_gemma":0.000003941192,"teacher_disagreement_score":0.48219526,"about_ca_system_score_codex":0.00037246585,"about_ca_system_score_gemma":0.00012918588,"threshold_uncertainty_score":0.37864673},"labels":[],"label_agreement":null},{"id":"W7001319801","doi":"","title":"Information and Digital Technologies as Drivers of Competitive Performance in Manufacturing SMEs","year":2024,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Digital transformation; Complementarity (molecular biology); Dynamic capabilities; Information technology; Competitive advantage; Conversation; Advanced manufacturing","score_opus":0.005433258829140746,"score_gpt":0.1933424093126005,"score_spread":0.18790915048345974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001319801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92085123,0.00025223198,0.002541188,0.00043780578,0.0029246106,0.0007976827,0.00025700693,0.00023953385,0.07169868],"genre_scores_gemma":[0.9997914,0.0000855176,0.000023139695,0.0000052269047,0.000018896955,0.000009028611,0.000009560394,0.0000043601635,0.000052856987],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99874806,0.000007486613,0.0008056819,0.000018232424,0.00031915653,0.00010135678],"domain_scores_gemma":[0.9992034,0.00013161269,0.00041267375,0.000055853325,0.00018098908,0.000015495161],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000418666,0.00008228848,0.00015484427,0.00038944342,0.00003357473,0.00035713206,0.0001362945,0.000115267256,5.6378053e-7],"category_scores_gemma":[0.00012616698,0.00006294892,0.00006698979,0.00020050486,0.000018607867,0.008499944,0.000016853588,0.00018994947,0.000010597217],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013562068,0.000042720425,0.064938456,0.011251677,0.0011165797,9.966124e-7,0.046585623,0.5997048,0.0001425704,0.10549388,0.007097313,0.16348977],"study_design_scores_gemma":[0.0032097318,0.00032560612,0.02831011,0.0049117855,0.00010596102,0.00022284013,0.09924331,0.08290727,0.029544836,0.0014686031,0.74904394,0.0007059738],"about_ca_topic_score_codex":0.0000011442208,"about_ca_topic_score_gemma":2.943561e-7,"teacher_disagreement_score":0.74194664,"about_ca_system_score_codex":0.00035516702,"about_ca_system_score_gemma":0.000038870996,"threshold_uncertainty_score":0.6162254},"labels":[],"label_agreement":null},{"id":"W7001483534","doi":"","title":"Kincentricity: Rethinking Data Literacy","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Indigenous; Autonomy; Centrality; Sovereignty; Colonialism; Corporate governance; Traditional knowledge; Literacy","score_opus":0.06915945015501664,"score_gpt":0.3665456898183608,"score_spread":0.29738623966334415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001483534","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039974094,0.0001489718,0.970148,0.012640182,0.004340823,0.0005522831,0.000044267585,0.000027633008,0.011698082],"genre_scores_gemma":[0.97422695,0.0003187196,0.01177811,0.0020930974,0.00039134314,0.000017959012,0.00006304678,0.0000058773285,0.011104869],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99790573,0.00022480324,0.00075322384,0.0000696247,0.0009015498,0.00014508676],"domain_scores_gemma":[0.99476975,0.0007589005,0.0025554781,0.00079641305,0.0010934187,0.000026016321],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.008654887,0.000055068027,0.00013110194,0.00029590004,0.00021973166,0.0051160273,0.0039772023,0.000046179564,2.6653987e-7],"category_scores_gemma":[0.0063145836,0.000037414324,0.00006472492,0.0007141422,0.0000050000804,0.077818215,0.00089682505,0.00018743465,0.000006759811],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027521717,0.000037081874,0.009385119,0.00026042882,0.00037227312,4.916988e-7,0.001630515,0.0017160123,0.000013787961,0.81153077,0.16087356,0.014152462],"study_design_scores_gemma":[0.00041155377,0.000012911242,0.0022606917,0.00011525614,0.000021329713,0.0000034285215,0.00010962842,0.05333616,0.000024070217,0.0009801686,0.9426843,0.000040494622],"about_ca_topic_score_codex":0.000014610461,"about_ca_topic_score_gemma":8.691673e-7,"teacher_disagreement_score":0.97382724,"about_ca_system_score_codex":0.00044524838,"about_ca_system_score_gemma":0.00018943145,"threshold_uncertainty_score":0.9959168},"labels":[],"label_agreement":null},{"id":"W7001731658","doi":"","title":"Lending My Voice to AI: Exploring How Data Cooperatives Enable Social Impact","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Religion and Society in Latin America","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Leverage (statistics); Aggregate data; Data Protection Act 1998; Data governance; Business model; Big data; Digital data; Task (project management)","score_opus":0.07233033686092294,"score_gpt":0.38524240436100726,"score_spread":0.3129120675000843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001731658","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13683079,0.00085798,0.10031814,0.34330392,0.052465603,0.0082867285,0.0011098103,0.00040101924,0.356426],"genre_scores_gemma":[0.99355936,0.00007994927,0.00015717967,0.000913117,0.00070443586,0.000022556755,0.000010926736,0.000004859955,0.004547621],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980813,0.0002952977,0.0005772377,0.000063195286,0.00074558816,0.00023737835],"domain_scores_gemma":[0.99698913,0.00041545788,0.001227319,0.00015952266,0.0011423507,0.00006619937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040948647,0.00008899552,0.00025327684,0.00014449446,0.0012471369,0.0009229428,0.0007041097,0.000101677404,0.0000036586603],"category_scores_gemma":[0.0034132574,0.000064126056,0.00020533559,0.00073732407,0.000029412273,0.0036336745,0.00009305504,0.0001893734,0.00001231183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042919364,0.000023911929,0.007524687,0.000059605187,0.00038272107,8.232567e-8,0.09688593,0.0028194115,0.000110202636,0.034045544,0.8558485,0.0022564759],"study_design_scores_gemma":[0.00041040516,0.000026473084,0.0013388495,0.000089892186,0.000037921352,6.890947e-7,0.05045489,0.0006443096,0.000044041746,0.00009560586,0.94676965,0.00008726889],"about_ca_topic_score_codex":0.0001926877,"about_ca_topic_score_gemma":0.000014506961,"teacher_disagreement_score":0.85672855,"about_ca_system_score_codex":0.0012782038,"about_ca_system_score_gemma":0.00050926505,"threshold_uncertainty_score":0.95920944},"labels":[],"label_agreement":null},{"id":"W7002309980","doi":"","title":"Multi-Dimensional Bias Analysis in LLMs Using Hierarchical and Interaction Models","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Transparency (behavior); Interdependence; Ranking (information retrieval); Dependence analysis; Multilevel model","score_opus":0.09121517834931255,"score_gpt":0.39127080455877844,"score_spread":0.3000556262094659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002309980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.952741,0.00016684642,0.019249193,0.014051166,0.0040614326,0.00085650326,0.000039320257,0.000019018664,0.008815492],"genre_scores_gemma":[0.9988227,0.000024688108,0.0003721393,0.00026409823,0.00007574107,0.0000021702092,0.000001987145,0.0000016347295,0.0004348708],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983938,0.00031454777,0.00064292975,0.000036200992,0.00048891734,0.00012363133],"domain_scores_gemma":[0.9971657,0.0005989536,0.0011395251,0.000048391645,0.0010056754,0.00004176924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051505743,0.000051671963,0.0002070851,0.0004469494,0.00039774593,0.00037331195,0.0001218376,0.00015673811,7.6556563e-7],"category_scores_gemma":[0.0025361208,0.000039301274,0.00016378619,0.0006918458,0.00002968375,0.0022139314,0.000023917384,0.0002550584,3.9688916e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017463106,0.00014114588,0.15131643,0.000112134076,0.0016479283,3.286161e-7,0.088495836,0.54852575,0.00015312016,0.20556648,0.002523354,0.0013428555],"study_design_scores_gemma":[0.0028238734,0.000052646814,0.063095994,0.000447124,0.0006780385,0.000002602106,0.031954866,0.8556311,0.000031868836,0.013698421,0.031325422,0.00025800295],"about_ca_topic_score_codex":0.0012447103,"about_ca_topic_score_gemma":0.0006145738,"teacher_disagreement_score":0.3071054,"about_ca_system_score_codex":0.000805986,"about_ca_system_score_gemma":0.00032418725,"threshold_uncertainty_score":0.3599856},"labels":[],"label_agreement":null},{"id":"W7002668981","doi":"","title":"CIO Symposium","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fox School of Business, Temple University; John Carroll University; Temple University; Virginia Commonwealth University; Case Western Reserve University","keywords":"Vice president; Information technology; Capital (architecture); Information system; Insurance industry","score_opus":0.007241312205844485,"score_gpt":0.19364429123843693,"score_spread":0.18640297903259245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002668981","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26940176,0.00032422095,0.013926232,0.034527857,0.033447187,0.0016562255,0.00009111208,0.0002637097,0.6463617],"genre_scores_gemma":[0.9952619,0.000010640533,0.000033161887,0.001665297,0.0007363285,0.000008411297,0.000013838077,0.0000042723295,0.0022661567],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987063,0.000008807415,0.00071883464,0.000026080726,0.00042014464,0.00011985632],"domain_scores_gemma":[0.9949307,0.00004222411,0.0030155226,0.000111187044,0.0018953492,0.0000050069793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090577116,0.00006499683,0.00015083105,0.0001298852,0.00017991627,0.00045036583,0.00021510414,0.000105740764,0.000006542144],"category_scores_gemma":[0.00058355316,0.000046197736,0.0001633558,0.00033713423,0.000006726302,0.0045844046,0.00003687413,0.00012292074,0.000101581005],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045604593,0.000037691447,0.033278327,0.00038437726,0.00021819017,7.667914e-7,0.00062667776,0.00535197,0.0003119993,0.7161075,0.24240005,0.0012368489],"study_design_scores_gemma":[0.000749541,0.000006333312,0.0046256077,0.000051602663,0.00004362177,0.000018696259,0.0015454784,0.0013495698,0.00034195938,0.0009970132,0.99019307,0.00007751505],"about_ca_topic_score_codex":0.0000099009,"about_ca_topic_score_gemma":0.00000322253,"teacher_disagreement_score":0.747793,"about_ca_system_score_codex":0.00019577384,"about_ca_system_score_gemma":0.000085924854,"threshold_uncertainty_score":0.4342888},"labels":[],"label_agreement":null},{"id":"W7006072005","doi":"","title":"Stock market or real estate market: Who is the leader?","year":2023,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Bioactive natural compounds","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Real estate; Quantile regression; Stock market; Quantile; Stock (firearms); Hedge; Real estate investment trust","score_opus":0.017281472635800033,"score_gpt":0.27294482762078914,"score_spread":0.2556633549849891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006072005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.772139,0.00030653106,0.001644256,0.031107396,0.013808558,0.0042914236,0.0011066829,0.00010201589,0.1754941],"genre_scores_gemma":[0.949739,0.00046114618,0.000031210686,0.0005630253,0.0006041091,0.000024190598,0.000030726667,0.000013943218,0.0485327],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99866366,0.00016441637,0.00052316434,0.000051668714,0.0004349201,0.00016218952],"domain_scores_gemma":[0.9975163,0.00015070691,0.0014396368,0.0001718057,0.000690046,0.000031505362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020744693,0.00009158587,0.00014280542,0.00007102071,0.00020258223,0.00014349027,0.00033115558,0.00015051462,0.0000057420352],"category_scores_gemma":[0.0006092548,0.000047721387,0.00019698018,0.0002514542,0.000016558784,0.00006115817,0.000060157432,0.00015439666,0.000010748068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003975952,0.000006829624,0.0042604487,0.000057719466,0.00028053185,1.3795642e-7,0.000877338,0.00016417039,0.0014929553,0.000049229802,0.9902918,0.0021212471],"study_design_scores_gemma":[0.00086456706,0.000150286,0.034236677,0.000037631085,0.00004595142,0.000029753546,0.0017832714,0.0023958595,0.0019906957,0.000019580259,0.9583374,0.00010832792],"about_ca_topic_score_codex":0.000011654673,"about_ca_topic_score_gemma":0.000008709219,"teacher_disagreement_score":0.17759992,"about_ca_system_score_codex":0.00018051667,"about_ca_system_score_gemma":0.000112102774,"threshold_uncertainty_score":0.19460218},"labels":[],"label_agreement":null},{"id":"W7007794035","doi":"","title":"AI-Driven Work Transformation: The Role of Job Identity Threat and Mindset","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"AI in Service Interactions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Mindset; Identity (music); Adaptability; Job design; Work (physics); Job attitude","score_opus":0.006331021871779476,"score_gpt":0.2546984269137643,"score_spread":0.24836740504198485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7007794035","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09430618,0.0008363678,0.8050914,0.056839228,0.011661148,0.0024039224,0.00010310659,0.000073620045,0.028685076],"genre_scores_gemma":[0.99894285,0.000014580284,0.00030222753,0.00041722346,0.000058985406,0.000013599142,0.0000015241428,0.0000017269343,0.00024729568],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984841,0.0000978249,0.00082595553,0.000035343313,0.00046399716,0.000092828785],"domain_scores_gemma":[0.99685216,0.00032842977,0.0015853448,0.00019869934,0.0010146466,0.000020736625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012872643,0.00006662551,0.00016120446,0.00014984836,0.00023695469,0.00038967255,0.00068758475,0.00007037612,8.202164e-7],"category_scores_gemma":[0.00017700501,0.000040517585,0.00014308478,0.000521528,0.000013023677,0.00489691,0.00006426571,0.00015698935,0.000004642329],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009363479,0.000068229485,0.108711414,0.00034661088,0.00084766414,9.332932e-8,0.043625634,0.017535834,0.00020382654,0.7813203,0.033985667,0.013261121],"study_design_scores_gemma":[0.0028854115,0.000163398,0.16929272,0.0011419051,0.000342354,0.00008586786,0.015459587,0.10606298,0.0025785596,0.02902767,0.6726094,0.00035014527],"about_ca_topic_score_codex":0.000023598039,"about_ca_topic_score_gemma":0.000013740083,"teacher_disagreement_score":0.9046367,"about_ca_system_score_codex":0.00023713986,"about_ca_system_score_gemma":0.000093370414,"threshold_uncertainty_score":0.37576213},"labels":[],"label_agreement":null},{"id":"W7008155571","doi":"","title":"Audio Description in Video Games Research in Progress","year":2022,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Subtitles and Audiovisual Media","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Focus (optics); Video game; Key (lock); Audio visual; Game Developer; Serious game","score_opus":0.09676867199358745,"score_gpt":0.31552694609828275,"score_spread":0.21875827410469528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008155571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95406365,0.0007775734,0.000025450267,0.0055464567,0.011742997,0.0017306489,0.0001022818,0.000020135702,0.02599082],"genre_scores_gemma":[0.99732083,0.000007748764,0.00000554237,0.00006477594,0.0003419296,0.0000901392,0.0000054635248,0.0000040886775,0.0021594707],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981329,0.00027631456,0.00064792,0.00003134747,0.000759826,0.00015171793],"domain_scores_gemma":[0.9984179,0.00018685046,0.0008711813,0.000062659914,0.0004436577,0.000017707833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051439027,0.00004455747,0.00014001133,0.00042362377,0.0002521405,0.00025559127,0.00019345543,0.000026412856,0.000027398708],"category_scores_gemma":[0.0002799865,0.000032219697,0.00007756679,0.0001834971,0.000018895125,0.0009422853,0.000042326927,0.00028775475,0.00001042917],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043861597,0.00035035377,0.1637209,0.00045029097,0.00015113068,0.00000274691,0.34198412,0.010502892,0.00005489709,0.24640998,0.2248256,0.011108459],"study_design_scores_gemma":[0.00089652085,0.000111875066,0.008332654,0.000104152525,0.0000054876405,0.0000051548777,0.042807426,0.0008559046,0.000011033611,0.0006706454,0.9461427,0.000056448993],"about_ca_topic_score_codex":0.00008246074,"about_ca_topic_score_gemma":0.00011118966,"teacher_disagreement_score":0.7213171,"about_ca_system_score_codex":0.0010784032,"about_ca_system_score_gemma":0.00008740982,"threshold_uncertainty_score":0.2819987},"labels":[],"label_agreement":null},{"id":"W7008615327","doi":"","title":"Co-Destruction of Value Using Social Media in Policing Through Activity Theory","year":2022,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Law enforcement; Value (mathematics); Enforcement; Through-the-lens metering; Information sharing","score_opus":0.06764607643748169,"score_gpt":0.38000619725601015,"score_spread":0.3123601208185285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008615327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98826104,0.0000065750655,0.0009517356,0.00079993374,0.0023455,0.000286809,0.00007782666,0.000007919008,0.007262681],"genre_scores_gemma":[0.99933845,0.000009152735,0.000054239143,0.00006697308,0.000425908,0.00000596127,0.0000023006214,0.0000036408278,0.00009338778],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975272,0.0009764289,0.00056688976,0.000028530609,0.0007592886,0.00014166394],"domain_scores_gemma":[0.99584806,0.0007508787,0.003045499,0.00005183273,0.0002841078,0.00001960571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061862767,0.000049254064,0.00017879903,0.0001620717,0.00094626925,0.0000738499,0.0001935746,0.00006915938,0.000009917201],"category_scores_gemma":[0.0010198831,0.000042679065,0.00014419464,0.000404144,0.000029608134,0.001815363,0.00001986784,0.00022415582,8.1503305e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001711862,0.00006889265,0.020056318,0.00005846066,0.00010942214,4.9447507e-8,0.778925,0.04261293,0.0011059031,0.15369554,0.0017009752,0.0014953427],"study_design_scores_gemma":[0.0037950412,0.00016090892,0.19624914,0.0001849818,0.0003210661,0.000043514905,0.57050735,0.0046851034,0.0004742326,0.012943147,0.21018644,0.00044908893],"about_ca_topic_score_codex":0.006019221,"about_ca_topic_score_gemma":0.0003873365,"teacher_disagreement_score":0.20848547,"about_ca_system_score_codex":0.0016305051,"about_ca_system_score_gemma":0.00032058934,"threshold_uncertainty_score":0.90993017},"labels":[],"label_agreement":null},{"id":"W7008928759","doi":"","title":"Design and Delivery of a New Course of Information Technology for Small Busines","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Course (navigation); Small business; Information technology; Management information systems; Curriculum; Information system; Information technology consulting","score_opus":0.02126824491590897,"score_gpt":0.2437608757872006,"score_spread":0.22249263087129162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008928759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9247696,0.00022017294,0.07319993,0.00032486318,0.0007681634,0.0006202875,0.000041407537,0.0000032664088,0.000052359377],"genre_scores_gemma":[0.99786377,0.000019515612,0.0018271585,0.00004224979,0.00007135734,0.000010332795,0.000020884725,0.0000021601584,0.0001425681],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99930745,0.000023769999,0.0004979759,0.000019018886,0.000085658416,0.00006612926],"domain_scores_gemma":[0.99706024,0.000031333155,0.0016148187,0.00005837773,0.0012133849,0.00002183023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087261404,0.000049147868,0.000140016,0.00008919115,0.000039364237,0.000014289478,0.000099899014,0.0001635938,1.4427779e-7],"category_scores_gemma":[0.0003207783,0.000034592922,0.000064450294,0.00007542444,0.000015498625,0.00006755066,0.000018484407,0.000035473357,3.1538855e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00812523,0.0005939759,0.3051046,0.0020763034,0.0024391646,2.3531963e-7,0.017536107,0.050981954,0.33568496,0.010974102,0.20929126,0.057192083],"study_design_scores_gemma":[0.018951952,0.0052966303,0.022451296,0.00034442256,0.000836371,0.0001945801,0.011384813,0.006372301,0.6879742,0.0017531189,0.24384947,0.0005907986],"about_ca_topic_score_codex":0.000004496557,"about_ca_topic_score_gemma":0.0000017534758,"teacher_disagreement_score":0.3522893,"about_ca_system_score_codex":0.000028483826,"about_ca_system_score_gemma":0.00021880861,"threshold_uncertainty_score":0.14106584},"labels":[],"label_agreement":null},{"id":"W7009454406","doi":"","title":"Examining the Intricate Relationship Between E-Government Readiness and State Fragility","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Fragility; Corporate governance; Index (typography); Human capital; Work (physics); Convergence (economics); Transition (genetics); Trajectory","score_opus":0.03835885429393451,"score_gpt":0.29370014482859996,"score_spread":0.2553412905346655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009454406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8883244,0.00022271984,0.0031571924,0.031243877,0.0035097355,0.001267077,0.00010513271,0.000031179487,0.07213869],"genre_scores_gemma":[0.9960363,0.000017518287,0.000016346245,0.0002155558,0.00018220989,0.000010896285,0.0000021239923,0.0000017815295,0.0035172577],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99800104,0.00031492,0.0006154386,0.000037140584,0.00090789935,0.0001235538],"domain_scores_gemma":[0.99553436,0.0020982556,0.0018210775,0.00009732784,0.00041621045,0.000032767224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073360484,0.000056423683,0.00013653973,0.000049982304,0.0007087795,0.00041728912,0.000301775,0.000074884774,0.0000011777452],"category_scores_gemma":[0.00260442,0.000033914377,0.000058001693,0.00036494358,0.000036049852,0.0012571783,0.000045507175,0.00014489683,0.000002077226],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011683506,0.0000039417996,0.9539454,0.000032575866,0.00006266088,7.835717e-9,0.00904197,0.00007671117,6.892334e-7,0.031876102,0.0039184843,0.0010297502],"study_design_scores_gemma":[0.000347236,0.000012352209,0.6984152,0.00005210655,0.000051664843,2.2018077e-7,0.017710576,0.00009419913,0.000009318349,0.0015697419,0.2816933,0.000044032786],"about_ca_topic_score_codex":0.00018226537,"about_ca_topic_score_gemma":0.000049747625,"teacher_disagreement_score":0.27777484,"about_ca_system_score_codex":0.0008244413,"about_ca_system_score_gemma":0.00013055101,"threshold_uncertainty_score":0.54514307},"labels":[],"label_agreement":null},{"id":"W7009614144","doi":"","title":"The Emergence Process of Collective Perceptions of Digital Privacy in Organizations","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Process (computing); Construct (python library); Perception; Information privacy; Empirical research; Phenomenon; Privacy by Design; Information security","score_opus":0.011177160031557129,"score_gpt":0.2993309465568371,"score_spread":0.28815378652528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009614144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8031099,0.0005728375,0.06558829,0.022190675,0.012752991,0.008196596,0.00096836453,0.00007495638,0.086545385],"genre_scores_gemma":[0.9991275,0.00005831957,0.000016477934,0.0000114296045,0.000053418546,0.000016525202,0.0000047667354,0.00000180585,0.00070973445],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9984626,0.00013828515,0.0008073318,0.000030112757,0.00046376066,0.000097886106],"domain_scores_gemma":[0.99519104,0.0003332879,0.0018296895,0.00011249484,0.0025157712,0.00001769234],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0019404033,0.000044650933,0.00013955824,0.00017399581,0.0005131788,0.00013118764,0.00047281384,0.00007517017,0.0000021392557],"category_scores_gemma":[0.010999724,0.000030341635,0.00007616425,0.0014241929,0.00004702921,0.0016227611,0.000048267066,0.000101482015,0.000001267744],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019697034,0.00028356034,0.55466235,0.00045323098,0.0003773644,3.5771247e-8,0.27017775,0.0058639213,0.00022496286,0.12904687,0.036543503,0.0021694473],"study_design_scores_gemma":[0.0039839176,0.0002687449,0.2993721,0.0009596711,0.00024388818,0.000004567354,0.44933873,0.00409158,0.0014153214,0.050588563,0.18935132,0.00038160803],"about_ca_topic_score_codex":0.00011210916,"about_ca_topic_score_gemma":0.0001161319,"teacher_disagreement_score":0.25529027,"about_ca_system_score_codex":0.00049544894,"about_ca_system_score_gemma":0.0007993419,"threshold_uncertainty_score":0.997331},"labels":[],"label_agreement":null},{"id":"W7009752234","doi":"","title":"From Familiarity to Vulnerability: The Role of Social Distance and Information Processing in Spear Phishing","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Phishing; Deception; Construct (python library); Information processing; Information sensitivity; Information security; Social media; Social distance","score_opus":0.005695451363495115,"score_gpt":0.2331451016338518,"score_spread":0.22744965027035668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009752234","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3985918,0.000273567,0.5833672,0.008455168,0.0035235547,0.0012665443,0.00006032998,0.000039945775,0.0044218525],"genre_scores_gemma":[0.9993996,0.0000025024272,0.0003006113,0.00018641027,0.00007870506,0.000008847421,0.000001561006,0.0000010620824,0.000020684884],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986458,0.00011521172,0.0007320589,0.000038388916,0.00038222686,0.00008632432],"domain_scores_gemma":[0.9978324,0.00017670837,0.0013330468,0.00010467682,0.0005374546,0.000015715554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024427136,0.00005649836,0.00015161737,0.000150605,0.0002158663,0.00046327017,0.00036953067,0.00006897627,1.1272981e-7],"category_scores_gemma":[0.0008369711,0.000037766527,0.000059989703,0.0005536608,0.000009276078,0.0048143724,0.00006319518,0.00015679441,7.8313553e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038244444,0.00010457655,0.18471782,0.0007533324,0.00020209179,7.732512e-8,0.26605996,0.027806504,0.0010368095,0.21563572,0.0058966144,0.29740405],"study_design_scores_gemma":[0.0020135243,0.00009021159,0.36788103,0.0006010102,0.000059203936,0.000004091189,0.014864665,0.27299803,0.0017034243,0.020853993,0.31868356,0.0002472465],"about_ca_topic_score_codex":0.00014156332,"about_ca_topic_score_gemma":0.000020419107,"teacher_disagreement_score":0.60080785,"about_ca_system_score_codex":0.0003647079,"about_ca_system_score_gemma":0.00009506314,"threshold_uncertainty_score":0.4467325},"labels":[],"label_agreement":null},{"id":"W7009914921","doi":"","title":"Frugal Digital Transformation in SMEs: Low-cost solutions for high-impact outcomes","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Digital transformation; Context (archaeology); Transformation (genetics); Business model; Foundation (evidence); Digital economy; Business transformation","score_opus":0.012915737818436948,"score_gpt":0.24607491384712013,"score_spread":0.2331591760286832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009914921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7398209,0.000043993154,0.13151418,0.031240443,0.0246647,0.008591297,0.0005128608,0.00014135102,0.063470304],"genre_scores_gemma":[0.9977558,0.0000012665124,0.0000245429,0.00092712534,0.00018245737,0.00006863434,0.000091629845,0.000004837475,0.0009437051],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99832284,0.000009435853,0.0011882422,0.000039825674,0.00024262058,0.00019704654],"domain_scores_gemma":[0.997121,0.00013579315,0.0017330794,0.00007194093,0.000931594,0.0000066142265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001952438,0.00010026118,0.00024372136,0.0005345677,0.00025729364,0.00072190096,0.00019277398,0.00009555866,0.0000032470352],"category_scores_gemma":[0.00062918215,0.00007201514,0.00021134617,0.000371316,0.000007156289,0.0052390783,0.000021714244,0.000099345576,0.000022755206],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021285252,0.00017883898,0.24228722,0.0007721808,0.0005727856,6.279556e-8,0.002669537,0.022754172,0.000012698638,0.61229014,0.108302936,0.009946583],"study_design_scores_gemma":[0.009517477,0.00001841207,0.36319098,0.00033804696,0.00009853829,0.0000015719341,0.0060081375,0.018268635,0.000024612948,0.0065343697,0.595665,0.00033425362],"about_ca_topic_score_codex":0.000042798605,"about_ca_topic_score_gemma":0.00001541249,"teacher_disagreement_score":0.60575575,"about_ca_system_score_codex":0.0010293339,"about_ca_system_score_gemma":0.00014927085,"threshold_uncertainty_score":0.69613075},"labels":[],"label_agreement":null},{"id":"W7009941607","doi":"","title":"Generating Religious Value from Generative AI: A Contingency Fit Perspective","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Media, Religion, Digital Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada Research Chairs","keywords":"Generative grammar; Value (mathematics); Perspective (graphical); Contingency; Religious philosophy; Religious controversies; Religious identity","score_opus":0.02216733118509365,"score_gpt":0.2672271075594554,"score_spread":0.24505977637436174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009941607","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.078043066,0.005638891,0.017179992,0.021217437,0.023397492,0.0034715119,0.0007359853,0.00016434857,0.8501513],"genre_scores_gemma":[0.9943197,0.000056049623,0.00015326837,0.0011960604,0.00081109663,0.000034104647,0.00002619847,0.000007203016,0.0033963446],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99814355,0.00018223742,0.0010386092,0.000057504993,0.00044659225,0.00013149099],"domain_scores_gemma":[0.99395806,0.00045173912,0.0024030942,0.00020318483,0.0029540334,0.000029864914],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010460205,0.00011294855,0.0002620634,0.00017843208,0.00057858235,0.0010493546,0.00035441687,0.000081202925,0.0000038838893],"category_scores_gemma":[0.0017383078,0.00008096667,0.00022191896,0.00010250875,0.00003159581,0.0014529172,0.000048379505,0.00021283899,0.000013977526],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046541973,0.000033101627,0.000876715,0.00004053847,0.00044946655,7.0665145e-8,0.085097745,0.0065921973,0.00007062495,0.7772574,0.1291632,0.00037242434],"study_design_scores_gemma":[0.0034485378,0.00019403246,0.0005983905,0.0007861161,0.00040406454,0.0000060686493,0.026156647,0.039547555,0.000663524,0.10693639,0.8208183,0.00044038746],"about_ca_topic_score_codex":0.00042882186,"about_ca_topic_score_gemma":0.000099968056,"teacher_disagreement_score":0.91627663,"about_ca_system_score_codex":0.0009627264,"about_ca_system_score_gemma":0.00023574251,"threshold_uncertainty_score":0.99998766},"labels":[],"label_agreement":null},{"id":"W7010313017","doi":"","title":"How Privacy Calculus Drives Fatigue-Induced Disclosure in Generative AI","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Context (archaeology); Nudge theory; Generative grammar; Generative model; Information privacy; SAFER; Privacy by Design","score_opus":0.027860809288582162,"score_gpt":0.3166063340395721,"score_spread":0.28874552475098997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010313017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4221304,0.0009010158,0.20865948,0.28467909,0.036879912,0.009671196,0.00038476443,0.00018950284,0.036504645],"genre_scores_gemma":[0.9979268,0.000031653533,0.00005763149,0.0002660883,0.00034123726,0.00003348985,0.000008576453,0.000002948708,0.0013315869],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99804115,0.0004357172,0.0006469317,0.000057342222,0.0006308999,0.00018794897],"domain_scores_gemma":[0.99718714,0.00019084812,0.0015362275,0.00015379982,0.00088944566,0.0000425502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029528546,0.00008633824,0.00022253777,0.00026256725,0.00051226956,0.00068254635,0.0005043248,0.0001756449,8.8119305e-7],"category_scores_gemma":[0.0055492055,0.00006308476,0.00015010005,0.0005681887,0.00002104972,0.0031901295,0.00007332994,0.00024910618,0.0000022381562],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031485825,0.0003013734,0.1776967,0.0005475739,0.0008289999,9.476435e-7,0.22737579,0.0026559813,0.001398105,0.42424992,0.14929926,0.015330464],"study_design_scores_gemma":[0.0032720747,0.000113539805,0.040241424,0.00044185176,0.00009518931,0.0000028598804,0.038657457,0.0036856446,0.0014417992,0.0080802655,0.90366733,0.00030056195],"about_ca_topic_score_codex":0.00037276917,"about_ca_topic_score_gemma":0.00042458216,"teacher_disagreement_score":0.75436807,"about_ca_system_score_codex":0.0012531711,"about_ca_system_score_gemma":0.00040685918,"threshold_uncertainty_score":0.66433185},"labels":[],"label_agreement":null},{"id":"W7010605117","doi":"","title":"The Influence of Moral Values on Information Security Policy Compliance in AI-Monitored Environments","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Compliance (psychology); Information security; Work (physics); Security policy; Information security management; Information systems security; Data security; Critical security studies","score_opus":0.009537315046605646,"score_gpt":0.26556317853362005,"score_spread":0.2560258634870144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010605117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7752313,0.00028536873,0.102613516,0.0465212,0.016853295,0.0070938296,0.00035661884,0.00015657327,0.050888296],"genre_scores_gemma":[0.9988407,0.000023772043,0.00006758035,0.0008822212,0.000038900478,0.000018444076,0.000004281277,0.0000014314511,0.00012266837],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9973894,0.00015361945,0.001452869,0.000039099414,0.0007821707,0.00018286749],"domain_scores_gemma":[0.9959022,0.0002822871,0.0028623927,0.00029145187,0.000630385,0.00003130026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023164565,0.000104574654,0.00020814809,0.000349589,0.00027437715,0.0003858718,0.0009538301,0.00009947592,1.1702483e-7],"category_scores_gemma":[0.0009231081,0.00006809192,0.00013711765,0.0006580612,0.000028628336,0.005656875,0.000097886805,0.00023596651,0.000013409237],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013047362,0.00006925935,0.020585397,0.0002161109,0.000121924095,6.054082e-8,0.015183281,0.08540308,0.000024915886,0.8646273,0.008554497,0.0050837034],"study_design_scores_gemma":[0.004493032,0.00022659251,0.49405327,0.00088629086,0.000030240042,0.0000106423,0.0026867972,0.13661744,0.001290226,0.017812964,0.34155875,0.00033373653],"about_ca_topic_score_codex":0.00004505389,"about_ca_topic_score_gemma":0.000002573272,"teacher_disagreement_score":0.84681433,"about_ca_system_score_codex":0.00080275,"about_ca_system_score_gemma":0.000240945,"threshold_uncertainty_score":0.4101098},"labels":[],"label_agreement":null},{"id":"W7011355516","doi":"","title":"Lobbyist Framing of Artificial Intelligence in Canada","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Political Influence and Corporate Strategies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Representation (politics); Stakeholder; Public policy; Public discourse; Politics; Power (physics); Frame analysis","score_opus":0.016954193511094236,"score_gpt":0.23792467083152244,"score_spread":0.2209704773204282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011355516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8257433,0.00018840404,0.032662068,0.00782786,0.0138957845,0.0014487549,0.000061736064,0.00002596834,0.11814611],"genre_scores_gemma":[0.9993343,0.0000011945673,0.000013174272,0.00046615582,0.00012050059,0.0000030433307,0.000001619303,0.0000011748704,0.00005884845],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881655,0.0000096822105,0.000797434,0.000020153328,0.00025843986,0.000097756005],"domain_scores_gemma":[0.99774283,0.000097851975,0.0014543071,0.000053201034,0.0006478979,0.000003912228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007353991,0.00004425266,0.0001405429,0.00016053648,0.000051781994,0.00014330038,0.00017632611,0.000033039014,0.0000012761701],"category_scores_gemma":[0.00056734745,0.00003209328,0.000054288772,0.00038622558,0.0000075714265,0.001366088,0.000020574857,0.00007798663,0.00000288271],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031201485,0.000011842072,0.052898854,0.0003348244,0.00003339227,1.5358188e-7,0.00008896129,0.012381134,0.000042443262,0.92887676,0.0028088174,0.0024915978],"study_design_scores_gemma":[0.0014300088,0.000048091148,0.22208191,0.0026640745,0.0002875691,0.0000049564474,0.060859814,0.16028202,0.0027679035,0.21837951,0.3305264,0.00066771527],"about_ca_topic_score_codex":0.10988932,"about_ca_topic_score_gemma":0.037834093,"teacher_disagreement_score":0.71049726,"about_ca_system_score_codex":0.00045343587,"about_ca_system_score_gemma":0.00044405606,"threshold_uncertainty_score":0.9797229},"labels":[],"label_agreement":null},{"id":"W7011983900","doi":"","title":"LiveDescribe","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"University of Toronto","keywords":"Usability; Task (project management); Improvisation; Cognitive load; Task analysis; Production (economics); Digital media","score_opus":0.01628907448988631,"score_gpt":0.2757719537499388,"score_spread":0.2594828792600525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011983900","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06197519,0.000637994,0.01249852,0.056156497,0.017640969,0.0027910941,0.00007726403,0.0002636151,0.84795886],"genre_scores_gemma":[0.99527085,0.000021334941,0.00021462972,0.000107955115,0.0002864002,0.000009192336,0.000003097923,0.000002115234,0.0040844064],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987772,0.00015252983,0.00052314316,0.00001659304,0.00042487672,0.00010567504],"domain_scores_gemma":[0.9969446,0.0002632173,0.0017410337,0.00010570285,0.000924361,0.000021084472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023494556,0.00003549617,0.00010158298,0.00010486351,0.00035775956,0.00012995081,0.00037369967,0.000110100504,0.000004806767],"category_scores_gemma":[0.0012122575,0.000025594192,0.000110905705,0.00019515608,0.000025831328,0.00069325155,0.00001773049,0.00010253249,0.000022650112],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016476406,0.000042972402,0.029602805,0.000018949897,0.00006069084,3.5069277e-8,0.008084626,0.000592493,0.00006817861,0.79961044,0.15943865,0.0024636737],"study_design_scores_gemma":[0.00032922096,0.000008939244,0.003929566,0.000013898041,0.0000112119415,0.0000012829378,0.00278323,0.00019131771,0.0000384192,0.0008883688,0.99177146,0.000033080367],"about_ca_topic_score_codex":0.00034145077,"about_ca_topic_score_gemma":0.000097435026,"teacher_disagreement_score":0.93329567,"about_ca_system_score_codex":0.0004678225,"about_ca_system_score_gemma":0.00013039963,"threshold_uncertainty_score":0.27516335},"labels":[],"label_agreement":null},{"id":"W7014083230","doi":"","title":"Open for Business: A Panel on Creating International Research Opportunities with Canadian Universities and IS Researchers","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Best practice; Research policy; Research council; Information technology; Sustainability; Information system","score_opus":0.1762200193902223,"score_gpt":0.3679388883458205,"score_spread":0.1917188689555982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014083230","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028498182,0.00014696155,0.09198784,0.1748113,0.010755564,0.008686267,0.00044828397,0.00007446966,0.6845911],"genre_scores_gemma":[0.9436891,0.0000397026,0.0027114388,0.0023888545,0.00014556503,0.00018687955,0.00002915422,0.000006800732,0.050802484],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983887,0.0001153492,0.0005347499,0.000060446153,0.00071297336,0.0001877957],"domain_scores_gemma":[0.99303323,0.00039633823,0.00082533644,0.00014423236,0.0055208555,0.0000799934],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0048835645,0.00007130807,0.00014482974,0.0007776675,0.00069095945,0.0017230265,0.0009998422,0.00006507519,0.0000018198879],"category_scores_gemma":[0.0004978552,0.00004928444,0.000038474504,0.00054644566,0.000020408732,0.0029389558,0.000120896155,0.00012773095,0.0000030508436],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010642729,0.000030228051,0.0037463654,0.00026938683,0.00038144866,2.5923015e-7,0.03560161,0.00064763246,0.0000024135327,0.7554712,0.19999884,0.0037441575],"study_design_scores_gemma":[0.0012441835,0.00007159801,0.006424614,0.0005642772,0.000009917394,0.000010840452,0.06829502,0.004856947,0.000043908192,0.0002882517,0.9180971,0.00009338745],"about_ca_topic_score_codex":0.001604594,"about_ca_topic_score_gemma":0.00019595778,"teacher_disagreement_score":0.91519094,"about_ca_system_score_codex":0.0018605884,"about_ca_system_score_gemma":0.002949245,"threshold_uncertainty_score":0.9993133},"labels":[],"label_agreement":null},{"id":"W7014395072","doi":"","title":"12P. An Assessment of Factors Affecting Technology Adoption by Teachers: The Case of Caribbean Secondary Schools","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Gender and Technology in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Secondary education; Data collection; Information technology; Higher education; Caribbean region","score_opus":0.013649349967475275,"score_gpt":0.33687069950095044,"score_spread":0.32322134953347514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014395072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99329907,0.000021230297,0.00060219667,0.0018084446,0.002064947,0.0004723915,0.000040186515,0.000019450936,0.001672082],"genre_scores_gemma":[0.9994953,0.0000058490323,0.0002860988,0.000014702007,0.00010468748,0.0000092109685,0.0000071936215,0.0000038629814,0.000073082665],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99849075,0.00021159716,0.00075686595,0.000042423482,0.00036470286,0.00013364703],"domain_scores_gemma":[0.9948119,0.00023161655,0.0035119106,0.00017491225,0.0012380617,0.000031583328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048940536,0.000069307556,0.00018686909,0.00021522431,0.00044814398,0.00007858554,0.00035404012,0.0002935297,0.000003519702],"category_scores_gemma":[0.0018205151,0.000044872602,0.00010945862,0.00037155114,0.00006673536,0.001092789,0.000020513819,0.00057057955,4.8672354e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017101527,0.00025539435,0.7110844,0.00017694922,0.0006192361,3.181819e-7,0.15434217,0.0005895153,0.01013447,0.0884817,0.015027892,0.019270852],"study_design_scores_gemma":[0.0009998053,0.0002378973,0.0590438,0.00007848538,0.00019080486,0.00008396872,0.904743,0.0002655199,0.005268047,0.0017710336,0.027145334,0.00017228785],"about_ca_topic_score_codex":0.00063744705,"about_ca_topic_score_gemma":0.00032014019,"teacher_disagreement_score":0.75040084,"about_ca_system_score_codex":0.00034659053,"about_ca_system_score_gemma":0.00040165478,"threshold_uncertainty_score":0.34468064},"labels":[],"label_agreement":null},{"id":"W7014581622","doi":"","title":"Physical Robot or Virtual Agent? Humans’ Preferences in Human-AI Intimate Relationships","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Robot; Human–robot interaction; Romance; Virtual reality; Virtual agent; Uncanny valley","score_opus":0.06583650840414075,"score_gpt":0.3911873598206922,"score_spread":0.32535085141655146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014581622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77324283,0.000089391586,0.014957454,0.005618752,0.029640615,0.0024221104,0.00008244664,0.000109074885,0.17383732],"genre_scores_gemma":[0.98463917,0.0000023275652,0.000014167019,0.0002848189,0.00024629306,0.000045901706,0.000009392907,0.0000048058614,0.01475311],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9980707,0.00034378085,0.0010232811,0.000057564997,0.00035220626,0.0001524594],"domain_scores_gemma":[0.9969902,0.0005508323,0.0017447355,0.0001234196,0.00056271907,0.00002810406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001523514,0.00009594362,0.00026636076,0.00033378208,0.0002969735,0.00020323542,0.0002603749,0.00015412504,0.000032691616],"category_scores_gemma":[0.00085958326,0.000065978085,0.00019361355,0.00040122544,0.000014786515,0.000981715,0.0000247555,0.0004257802,0.000064279724],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072742434,0.0004694553,0.15927313,0.00013632413,0.00095570256,7.559507e-7,0.062632255,0.0151384985,0.00023182425,0.5363375,0.22067021,0.0034269094],"study_design_scores_gemma":[0.0076571535,0.00050907687,0.614233,0.00083457713,0.00028539117,0.000016464704,0.058989696,0.0027792056,0.00028508055,0.005967989,0.30799267,0.0004496652],"about_ca_topic_score_codex":0.000049921357,"about_ca_topic_score_gemma":0.00005361645,"teacher_disagreement_score":0.5303695,"about_ca_system_score_codex":0.00062354794,"about_ca_system_score_gemma":0.00009781369,"threshold_uncertainty_score":0.2690508},"labels":[],"label_agreement":null},{"id":"W7014740071","doi":"","title":"Reconfiguring the Digital Art World","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; York University","funders":"","keywords":"Transformative learning; The arts; Creativity; Creative industries; Digital media; Digital art; Exhibition; Creative work; Cyberculture","score_opus":0.02241026819702668,"score_gpt":0.2589249590132288,"score_spread":0.23651469081620213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014740071","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009711967,0.000049294926,0.0011310498,0.003152914,0.0011501431,0.00029247903,0.00004661349,0.000008113368,0.9931982],"genre_scores_gemma":[0.7970902,0.000002709199,0.0000017810613,0.00013741139,0.0002674479,0.000009158832,0.0000029291916,0.0000016430828,0.20248674],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99907494,0.000044473945,0.00046187686,0.000018690705,0.00030601266,0.000094019946],"domain_scores_gemma":[0.998112,0.00038550317,0.0007626993,0.000071491864,0.0006535835,0.000014691254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010564674,0.000043884003,0.00010258353,0.000106944135,0.0004195068,0.00077318575,0.00019159574,0.000017709843,0.000028527567],"category_scores_gemma":[0.00052571314,0.00002187192,0.00012138311,0.00006839142,0.000027127922,0.0008204086,0.000020314264,0.00011374256,0.00006165825],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002099293,0.0000075980493,0.0020817001,0.00003273361,0.00012650037,2.209672e-8,0.0033003,0.000117494164,8.689038e-7,0.7124609,0.27994063,0.0019102611],"study_design_scores_gemma":[0.00022365253,0.000012718561,0.0008915743,0.0000726763,0.000017590954,9.63025e-7,0.008513337,0.0002801748,0.000013307008,0.0005854358,0.9893628,0.000025799594],"about_ca_topic_score_codex":0.0000056009667,"about_ca_topic_score_gemma":0.000014694363,"teacher_disagreement_score":0.796119,"about_ca_system_score_codex":0.00023206495,"about_ca_system_score_gemma":0.000072108225,"threshold_uncertainty_score":0.7455848},"labels":[],"label_agreement":null},{"id":"W7015423412","doi":"","title":"Strategic Informational Alignment in Manufacturing SMEs","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Key (lock); Context (archaeology); Strategic alignment; Conceptual framework; Quality (philosophy); Strategic planning; Manufacturing; Conceptual model; Dynamic capabilities","score_opus":0.034983761917849646,"score_gpt":0.2674639792000148,"score_spread":0.23248021728216517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015423412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5893037,0.00031513776,0.017391454,0.01584064,0.028823724,0.0033417793,0.00011344928,0.0001137933,0.34475636],"genre_scores_gemma":[0.99853784,0.0000059910976,0.000020365287,0.0005480496,0.00026963855,0.00001255236,0.00002028066,0.0000022526096,0.0005830164],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99854356,0.000009839484,0.00087318924,0.00003132888,0.00041854774,0.00012352833],"domain_scores_gemma":[0.99760693,0.00007655151,0.0017122573,0.00009001295,0.000509803,0.0000044342223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011252956,0.00007740659,0.0001501984,0.00041053898,0.000118240896,0.0005467254,0.00030591525,0.000070355614,0.000006991318],"category_scores_gemma":[0.00023185082,0.00005320067,0.00009206393,0.00032971046,0.0000068158,0.00450183,0.00005511553,0.00010764133,0.00003072513],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002112111,0.00011332221,0.09411283,0.0019367608,0.00029048268,4.5892642e-7,0.00066919776,0.07213448,0.00007581354,0.7371413,0.086323336,0.0069908258],"study_design_scores_gemma":[0.0013236942,0.000007430202,0.042406164,0.00051075337,0.000059917613,0.0000056793997,0.0026548847,0.014453917,0.00043821213,0.0070019695,0.9309675,0.00016989178],"about_ca_topic_score_codex":0.00005199635,"about_ca_topic_score_gemma":0.000011043277,"teacher_disagreement_score":0.8446441,"about_ca_system_score_codex":0.0003236545,"about_ca_system_score_gemma":0.000067707915,"threshold_uncertainty_score":0.52720857},"labels":[],"label_agreement":null},{"id":"W7015779903","doi":"","title":"Understanding Organizational Transformation from IT Implementations: A Look at Structuration Theory","year":2007,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Structuration theory; Transformation (genetics); Implementation; Benchmark (surveying); Information system; Organizational change; Data warehouse; Organizational studies","score_opus":0.08405326426339331,"score_gpt":0.29069290236540857,"score_spread":0.20663963810201524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015779903","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046591382,0.000042454954,0.93030876,0.0027321,0.0058838357,0.0010776119,0.00021819315,0.00005086116,0.0130948145],"genre_scores_gemma":[0.9975387,0.000005813948,0.00010396694,0.00077979336,0.00095009385,0.0000052052337,0.0003933347,0.0000089044615,0.00021417216],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978937,0.000023067356,0.0011293072,0.000055587767,0.00073593395,0.00016241508],"domain_scores_gemma":[0.9954942,0.00029800032,0.0028434775,0.000105287974,0.0012469739,0.000012072424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026953944,0.000109142005,0.00015490633,0.00029710104,0.00047678547,0.0005352005,0.00026128188,0.00009872039,0.00009120957],"category_scores_gemma":[0.0006814361,0.00007970247,0.00011002516,0.0005170791,0.00001454443,0.0065052104,0.00003867212,0.00009791469,0.000056362456],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044820466,0.00004018266,0.050973345,0.00027886344,0.0003380095,2.1338622e-7,0.003990786,0.0049773315,0.0009909366,0.8813078,0.05519952,0.0014548381],"study_design_scores_gemma":[0.00486921,0.000043866068,0.059419293,0.00043770208,0.00065128994,0.000036128844,0.040452156,0.013832388,0.0025988226,0.07386608,0.80306214,0.0007309311],"about_ca_topic_score_codex":0.000041430187,"about_ca_topic_score_gemma":0.00007887982,"teacher_disagreement_score":0.95094734,"about_ca_system_score_codex":0.0011179836,"about_ca_system_score_gemma":0.00005581509,"threshold_uncertainty_score":0.5160951},"labels":[],"label_agreement":null},{"id":"W7017127426","doi":"","title":"AI-Driven Misinformation: A Comparative Legislation Analysis","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Framing (construction); Legislation; Misinformation; China; Policy analysis; Data Protection Act 1998","score_opus":0.026977160864471758,"score_gpt":0.3483669164578728,"score_spread":0.32138975559340105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017127426","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02886205,0.00016535651,0.20438607,0.028074557,0.010929373,0.0033577802,0.0001876242,0.00013603983,0.72390115],"genre_scores_gemma":[0.9923219,0.000018051966,0.00016033585,0.0012154272,0.00016921344,0.00000605022,0.00002398428,0.0000018292104,0.0060832216],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972535,0.00023637271,0.001291739,0.00003592012,0.0009865855,0.00019588081],"domain_scores_gemma":[0.99355763,0.0003395772,0.0031446423,0.00014253879,0.0027447538,0.00007085412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003417075,0.000095290394,0.0003262623,0.0007482893,0.00073855935,0.0006987453,0.00035698563,0.00015140565,0.000013388519],"category_scores_gemma":[0.0013466676,0.00007059654,0.00038034227,0.0018918102,0.000032374734,0.004963388,0.000020652975,0.00016361558,0.000026914775],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012566487,0.00004652306,0.013350928,0.0000912873,0.0021511642,3.7053432e-8,0.20974779,0.09844589,0.000012070647,0.36323956,0.31106704,0.0017220184],"study_design_scores_gemma":[0.00093031983,0.000023782417,0.012151282,0.00006482568,0.0003701025,8.062963e-7,0.02956706,0.014056231,0.00004093068,0.00025776465,0.94243735,0.000099515855],"about_ca_topic_score_codex":0.000087411594,"about_ca_topic_score_gemma":0.00007776078,"teacher_disagreement_score":0.96345985,"about_ca_system_score_codex":0.001102897,"about_ca_system_score_gemma":0.00057786977,"threshold_uncertainty_score":0.6738017},"labels":[],"label_agreement":null},{"id":"W7017270661","doi":"","title":"Attitudes towards environment and technology: preliminary investigation of associations","year":2022,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sample (material); Relation (database); Heading (navigation); Higher education; Variation (astronomy); Survey data collection","score_opus":0.00851557690874404,"score_gpt":0.22759738549991118,"score_spread":0.21908180859116713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017270661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934522,0.00006763185,0.00026455073,0.003988186,0.00053856516,0.00067821424,0.00008255249,0.000009359209,0.0009187711],"genre_scores_gemma":[0.99894565,0.000009444823,0.00025122674,0.00009554918,0.000016562008,0.000053881173,0.000010663012,0.0000036448598,0.0006133553],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984453,0.00013430062,0.0006320534,0.000053412907,0.0006373132,0.00009762569],"domain_scores_gemma":[0.99780476,0.00009076946,0.0018913643,0.00012075335,0.00005719597,0.000035137855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018647357,0.00006417507,0.00014314368,0.000094839525,0.0003253628,0.000026511836,0.0002025938,0.000054719247,0.00004100476],"category_scores_gemma":[0.00036764584,0.000052505187,0.0000719141,0.00024853335,0.00006307055,0.00058084127,0.0001806083,0.00014514147,0.000003317903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017282355,0.000051410076,0.97247314,0.00002879754,0.00004106235,2.6426626e-8,0.0027896382,0.018399496,0.00036268358,0.00076588686,0.004289085,0.00078146916],"study_design_scores_gemma":[0.0005529088,0.00020921082,0.94810885,0.0000084311105,0.000046513942,0.0000111844365,0.005741006,0.0008188577,0.00045290755,0.00065461046,0.043310467,0.0000850565],"about_ca_topic_score_codex":0.000029794192,"about_ca_topic_score_gemma":7.87123e-7,"teacher_disagreement_score":0.03902138,"about_ca_system_score_codex":0.0019971798,"about_ca_system_score_gemma":0.00005223177,"threshold_uncertainty_score":0.52225554},"labels":[],"label_agreement":null},{"id":"W7017299201","doi":"","title":"AI’s Sustainability Dilemma: How Personalized Recommendations Influence Carbon Footprints","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Green IT and Sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Personalization; Sustainability; Mobile apps; Sustainable development; Ecosystem","score_opus":0.0048453644759187155,"score_gpt":0.23502836141367967,"score_spread":0.23018299693776095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017299201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9104715,0.00020834658,0.017816197,0.047420055,0.009116963,0.0035055378,0.00011434557,0.00022733987,0.011119747],"genre_scores_gemma":[0.99842405,0.00000565372,0.00003222779,0.0001282957,0.000057574824,0.00004607001,0.000005864715,0.000004926209,0.0012953443],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859357,0.000112376416,0.0007306534,0.000045318448,0.00033347073,0.00018459171],"domain_scores_gemma":[0.9951774,0.00023743584,0.0006657885,0.00018900933,0.0036910053,0.000039399794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020182603,0.00010445181,0.00023435545,0.000192728,0.0001612547,0.00025747018,0.00026209003,0.00011978562,9.0082557e-7],"category_scores_gemma":[0.0031917905,0.00008105907,0.00019621072,0.00039823042,0.000017517037,0.001068575,0.000030994397,0.00023388932,9.81763e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019726469,0.00011106192,0.6130535,0.003915609,0.0011926976,4.1182128e-7,0.010513156,0.16616276,0.000118175536,0.07567428,0.12148394,0.00757715],"study_design_scores_gemma":[0.00211712,0.000044408545,0.073813945,0.00017228947,0.00013359258,0.0000060821335,0.008952451,0.030213539,0.0002082059,0.003122407,0.880979,0.0002369613],"about_ca_topic_score_codex":0.000030890522,"about_ca_topic_score_gemma":0.00000567945,"teacher_disagreement_score":0.7594951,"about_ca_system_score_codex":0.002902719,"about_ca_system_score_gemma":0.0002378423,"threshold_uncertainty_score":0.75905097},"labels":[],"label_agreement":null},{"id":"W7017437323","doi":"","title":"Artificial Experience (AX) Design: The Social Future of User Experience","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"User experience design; Set (abstract data type); Usability; Semiotics; Emerging technologies; Key (lock); Robotics","score_opus":0.04441467858470454,"score_gpt":0.3801218456846204,"score_spread":0.3357071670999158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017437323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56497675,0.00073449337,0.16003063,0.032179058,0.15753958,0.0051044086,0.00014469538,0.0001257154,0.07916465],"genre_scores_gemma":[0.99497384,0.0000044383887,0.000037848262,0.0005410745,0.000780341,0.000061820734,0.0000013969096,0.000004046347,0.003595201],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99807644,0.00026888764,0.0010137853,0.000046083023,0.0004525609,0.00014226385],"domain_scores_gemma":[0.9960242,0.00039986396,0.0025064594,0.00013109234,0.00091865193,0.000019721836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012598209,0.000083639155,0.0002141731,0.000115879186,0.00042183147,0.0001321838,0.00039904306,0.00015580526,0.00003422559],"category_scores_gemma":[0.0004402414,0.000051355037,0.00025303755,0.00036929644,0.00003624256,0.0006432326,0.0000244037,0.00019495297,0.000017715542],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007365867,0.00013212557,0.010696726,0.000057967558,0.0005667543,2.0497295e-7,0.39862257,0.001212141,0.00070375955,0.28836593,0.2903809,0.008524313],"study_design_scores_gemma":[0.00077490223,0.0000651511,0.032425873,0.00006807982,0.00007568837,0.000009743345,0.21686623,0.00021724978,0.0011162973,0.00039334796,0.7478689,0.000118530144],"about_ca_topic_score_codex":0.000026294167,"about_ca_topic_score_gemma":0.0000028605493,"teacher_disagreement_score":0.457488,"about_ca_system_score_codex":0.00029639396,"about_ca_system_score_gemma":0.000099591736,"threshold_uncertainty_score":0.32444292},"labels":[],"label_agreement":null},{"id":"W7017706033","doi":"","title":"BISE â Call for Papers Issue 5/2015 Economics and Value of IS","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Value (mathematics); Information economics; Value of information","score_opus":0.010903742531626466,"score_gpt":0.2908505230618052,"score_spread":0.27994678053017874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017706033","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37488642,0.0004536772,0.0831818,0.060043912,0.04810386,0.017632322,0.002683541,0.00014074809,0.41287372],"genre_scores_gemma":[0.99715555,0.000069415786,0.00024457547,0.00045282248,0.00048673648,0.00002222014,0.000010623556,0.0000050614044,0.001553005],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831843,0.00013092144,0.0010593367,0.00003053878,0.0003262035,0.00013458089],"domain_scores_gemma":[0.9949053,0.00038906292,0.0035058209,0.000077887875,0.0010725836,0.00004934902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005260706,0.00006454167,0.00021740979,0.000109646244,0.00034677508,0.00017303308,0.00016452091,0.00009626502,0.0000033485285],"category_scores_gemma":[0.0009792458,0.000049073184,0.00013937562,0.00010199315,0.00002649508,0.0014643655,0.000013407649,0.000043042623,0.000003337971],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013167036,0.000017097625,0.0068931635,0.00040042255,0.00025311823,3.1230487e-9,0.11522921,0.0026486882,0.000039941842,0.79493874,0.069809765,0.009638187],"study_design_scores_gemma":[0.0009241043,0.0000723859,0.0008510771,0.000034711702,0.00003571644,0.0000010744325,0.01540662,0.0018320088,0.00012324953,0.00053197914,0.9801254,0.000061640494],"about_ca_topic_score_codex":0.00013263755,"about_ca_topic_score_gemma":0.000019405737,"teacher_disagreement_score":0.9103157,"about_ca_system_score_codex":0.0003261886,"about_ca_system_score_gemma":0.00013534154,"threshold_uncertainty_score":0.26671487},"labels":[],"label_agreement":null},{"id":"W7017913074","doi":"","title":"CHARACTER DIMENSIONS REQUIRED FOR IT LEADERSHIP EFFECTIVENESS IN THE PUBLIC SECTOR","year":2024,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Educational Leadership and Innovation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public sector; Character (mathematics); Government (linguistics); Structural equation modeling; Digital transformation; Leadership style; Digital government; E-Government; Leadership; Servant leadership","score_opus":0.1375663681922173,"score_gpt":0.3497380212417529,"score_spread":0.2121716530495356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017913074","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19469187,0.0010826199,0.009622378,0.7052969,0.054873154,0.010002476,0.0002789639,0.0001327174,0.024018936],"genre_scores_gemma":[0.9970476,0.00000849339,0.000019518611,0.00097307644,0.00096764736,0.0001224586,0.00002138721,0.000005276355,0.0008345664],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99797434,0.00049890374,0.000621299,0.000048181053,0.00066009426,0.00019716215],"domain_scores_gemma":[0.99574775,0.002318258,0.00078263937,0.00008039313,0.0010443083,0.000026660104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011911201,0.000066490786,0.00013333833,0.0002460719,0.00039379185,0.00062779617,0.00028919775,0.00012109119,0.00000386782],"category_scores_gemma":[0.003377614,0.000040510058,0.00016804732,0.00070416037,0.00002516169,0.0024647275,0.0000059489225,0.00017425041,0.000013889675],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058219368,0.00005502145,0.008576808,0.00045732266,0.0001489001,9.940207e-8,0.08562574,0.00012492428,0.0001481109,0.81969553,0.084308766,0.0008005783],"study_design_scores_gemma":[0.00042033874,0.000043621763,0.010253035,0.0002928944,0.000031988584,0.0000039916854,0.050953593,0.00033750257,0.0000316883,0.0014783205,0.9360723,0.000080712445],"about_ca_topic_score_codex":0.000023291994,"about_ca_topic_score_gemma":0.0000423814,"teacher_disagreement_score":0.85176355,"about_ca_system_score_codex":0.00094061386,"about_ca_system_score_gemma":0.0005020285,"threshold_uncertainty_score":0.60538524},"labels":[],"label_agreement":null},{"id":"W7018175362","doi":"","title":"Delays that Cost: Usability Gaps and Consumer Behavior","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Usability; Credit card; Stylized fact; Consumer behaviour; Behavioral economics; Perception; Cognition; Natural experiment; Financial literacy; Behavioral pattern","score_opus":0.06740321075441925,"score_gpt":0.36620588986313674,"score_spread":0.2988026791087175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018175362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789772,0.00024848667,0.0076605426,0.0040328614,0.0051609054,0.0012049491,0.000115269766,0.000037140348,0.0025626488],"genre_scores_gemma":[0.9971832,0.000015225605,0.00010172341,0.00026331865,0.000022899378,0.000031384978,0.0000017207948,0.0000020897114,0.0023784526],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975514,0.00017737874,0.0012001886,0.00007054257,0.0008730919,0.00012743949],"domain_scores_gemma":[0.9948768,0.0008095795,0.0024406824,0.00025554936,0.001574628,0.000042759653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006418879,0.00008197779,0.00026361804,0.0003538448,0.00026445862,0.0003982221,0.00046678502,0.00019338507,0.0000070370784],"category_scores_gemma":[0.004209908,0.000050019127,0.00017491296,0.00043345263,0.000043927943,0.001275073,0.00007181639,0.00020597473,0.000021118829],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023356664,0.000022137077,0.96097624,0.0000093366325,0.000030875683,6.828643e-8,0.0003167484,0.00006484157,0.000021413603,0.006313009,0.027813936,0.004408011],"study_design_scores_gemma":[0.0009480028,0.000022353255,0.6501991,0.000035401343,0.00008038375,0.000022058073,0.002204738,0.00028859018,0.00015854476,0.0010263307,0.3449503,0.000064210595],"about_ca_topic_score_codex":0.000007681836,"about_ca_topic_score_gemma":0.0000061764767,"teacher_disagreement_score":0.31713635,"about_ca_system_score_codex":0.00032605635,"about_ca_system_score_gemma":0.00011440703,"threshold_uncertainty_score":0.5039958},"labels":[],"label_agreement":null},{"id":"W7018982063","doi":"","title":"ERP Simulation Game: Establishng Engagement, Collaboration And Learning","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business simulation; Supply chain; Competition (biology); Product (mathematics); Enterprise resource planning; Supply chain management; Resource (disambiguation); New product development; Test (biology)","score_opus":0.04052436927099413,"score_gpt":0.2756574621155262,"score_spread":0.2351330928445321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018982063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8048496,0.00022882322,0.06115122,0.0022947157,0.016512051,0.0054167476,0.00006332532,0.00026960863,0.10921387],"genre_scores_gemma":[0.9985086,0.0000040099885,0.00007733704,0.0003519129,0.0005165773,0.000011945355,0.000015745616,0.00000871958,0.00050516456],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983915,0.000086254426,0.0008741925,0.0000470281,0.00046416133,0.00013683201],"domain_scores_gemma":[0.99459726,0.00016671326,0.0037435438,0.00007519749,0.0014030508,0.000014225951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003368068,0.000095317024,0.00017331434,0.00030398686,0.00033331328,0.00077661366,0.000129998,0.000067500056,0.000014051422],"category_scores_gemma":[0.001981079,0.00007099332,0.00008060632,0.0004025055,0.000007473997,0.007346111,0.000034765704,0.0001522601,0.000021603642],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054726144,0.00014926447,0.63355094,0.0015877667,0.0007971376,5.7509516e-7,0.042330973,0.106331676,0.00064639817,0.13959834,0.06279368,0.011665972],"study_design_scores_gemma":[0.002503563,0.000062206964,0.09736318,0.00013582667,0.00015867119,0.00000495968,0.019049497,0.05600744,0.00005450099,0.0003263328,0.8241201,0.00021374237],"about_ca_topic_score_codex":0.00007235141,"about_ca_topic_score_gemma":0.00000836586,"teacher_disagreement_score":0.7613264,"about_ca_system_score_codex":0.00021483426,"about_ca_system_score_gemma":0.000042601587,"threshold_uncertainty_score":0.74889034},"labels":[],"label_agreement":null},{"id":"W7019006854","doi":"","title":"Ethical AI Design and Implementation: A Systematic Literature Review","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Systematic review; Compliance (psychology); Similarity (geometry); Ethical issues; Applications of artificial intelligence","score_opus":0.02444522216967417,"score_gpt":0.4008385465604077,"score_spread":0.37639332439073353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019006854","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005933034,0.07307626,0.053961307,0.8047616,0.013988458,0.016223121,0.00011208963,0.00010264303,0.03718122],"genre_scores_gemma":[0.8094279,0.09458686,0.0011301554,0.08500236,0.0012824154,0.00029689484,0.000020960948,0.000021376785,0.008231055],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997265,0.0009577437,0.00090549805,0.000033490993,0.00070372975,0.00013457389],"domain_scores_gemma":[0.9942138,0.0010674055,0.0017636995,0.00007717336,0.002825445,0.000052432548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015151792,0.00006633921,0.00029884378,0.00016666907,0.0006162784,0.00077408797,0.00021361592,0.0002581587,0.0000014502003],"category_scores_gemma":[0.0076054432,0.000044130727,0.00014727731,0.0006285131,0.000025910014,0.001338234,0.000019277519,0.00039576078,0.0000018074179],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021222053,0.000013412766,0.0007613012,0.03849256,0.0003426954,2.141603e-7,0.0356575,0.000088149325,0.000005056477,0.5704214,0.35384637,0.00035010854],"study_design_scores_gemma":[0.00238563,0.00016215061,0.0013382828,0.1310403,0.000941626,0.000018526995,0.031153645,0.0004078976,0.00003103067,0.01703152,0.8151515,0.00033785525],"about_ca_topic_score_codex":0.000027384784,"about_ca_topic_score_gemma":0.00001520195,"teacher_disagreement_score":0.8088346,"about_ca_system_score_codex":0.0003683468,"about_ca_system_score_gemma":0.00041959033,"threshold_uncertainty_score":0.91049755},"labels":[],"label_agreement":null},{"id":"W7019102878","doi":"","title":"Factors Influencing Studentsâ Embedment with, and Embracement of Social Networking Sites: An Analysis","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cape Breton University","funders":"","keywords":"Embedment; Norm (philosophy); Theory of planned behavior; Control (management); Test (biology)","score_opus":0.02126661905009371,"score_gpt":0.30991543711713465,"score_spread":0.28864881806704096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019102878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965337,0.00001036848,0.0018194695,0.00025684288,0.0003863804,0.0002985944,0.0000067458714,0.000013814185,0.00067410246],"genre_scores_gemma":[0.9996422,0.0000035562146,0.000041594478,0.000059141505,0.00013188303,0.0000027726157,0.0000033560511,0.0000033822794,0.000112090725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979957,0.00023091739,0.0006627287,0.000041517887,0.00090321037,0.00016595487],"domain_scores_gemma":[0.99577767,0.000104840736,0.003334201,0.00008148182,0.00065244763,0.000049378465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033733319,0.00007798543,0.0002872612,0.00023253042,0.0005180087,0.00020148497,0.0002639991,0.000116096206,0.0000012606632],"category_scores_gemma":[0.00034232778,0.00005214976,0.00012604237,0.00041373356,0.000038744198,0.0010825294,0.000028332744,0.000108150365,3.726612e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023873601,0.000029092806,0.96043444,0.000028770533,0.0005352688,9.344437e-9,0.033872034,0.0025248898,0.000025490212,0.0019390552,0.00021707303,0.00036999458],"study_design_scores_gemma":[0.0016527893,0.00025981272,0.87826014,0.000114974886,0.0008788201,7.2537915e-7,0.10022516,0.0022286775,0.00013330439,0.00008957902,0.01597124,0.00018477053],"about_ca_topic_score_codex":0.00010503025,"about_ca_topic_score_gemma":0.00013159358,"teacher_disagreement_score":0.0821743,"about_ca_system_score_codex":0.00061246334,"about_ca_system_score_gemma":0.00006682477,"threshold_uncertainty_score":0.39841568},"labels":[],"label_agreement":null},{"id":"W7019525749","doi":"","title":"Honeykeys: deception mechanisms in single packet authorization","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Advanced Authentication Protocols Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University of Edmonton","funders":"","keywords":"Network packet; Key (lock); Non-repudiation; Authorization; Forward secrecy; Cryptography; Scheme (mathematics); Service (business)","score_opus":0.009938139945736267,"score_gpt":0.23977369913493965,"score_spread":0.22983555918920337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019525749","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037275797,0.000008798055,0.98978627,0.0005891494,0.0023359125,0.002618993,0.0000064279025,0.000027227474,0.0008996488],"genre_scores_gemma":[0.9950018,0.0000015457355,0.0043615466,0.00010921275,0.000051218267,0.00011765404,0.0000051594593,0.0000046962737,0.00034716495],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980423,0.00015262893,0.00093144155,0.000069992646,0.0006529246,0.00015074262],"domain_scores_gemma":[0.99593973,0.00015525603,0.0028113837,0.00022727279,0.0008314429,0.00003491421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021153474,0.00008337749,0.00018217223,0.00023738021,0.00007754423,0.00027955326,0.000539645,0.00010456641,0.0000021572744],"category_scores_gemma":[0.00058484013,0.00006428248,0.00011071021,0.0005297894,0.000004036212,0.0041890135,0.000075821576,0.00013262097,0.000058978545],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019225565,0.000057641715,0.003212341,0.00007779489,0.000022825394,4.563814e-8,0.0036095323,0.009535391,0.0021589217,0.9789183,0.0003593459,0.0020286196],"study_design_scores_gemma":[0.012413242,0.001091156,0.049904063,0.0011842228,0.0000685365,0.000085439504,0.004556103,0.4038081,0.027637735,0.3939966,0.10416773,0.0010870778],"about_ca_topic_score_codex":0.0000023143539,"about_ca_topic_score_gemma":0.0000010204832,"teacher_disagreement_score":0.99127424,"about_ca_system_score_codex":0.0008572563,"about_ca_system_score_gemma":0.00008780081,"threshold_uncertainty_score":0.30369335},"labels":[],"label_agreement":null},{"id":"W7019746785","doi":"","title":"How Does Corporate Social Responsibility Promote Innovation? The Sequential Mediating Mechanism of Employeesâ Meaningfulness of Work and Intrinsic Motivation","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Mechanism (biology); Corporate social responsibility; Intrinsic motivation; Creativity; Perception; Work (physics); Organizational identification","score_opus":0.03836378463186576,"score_gpt":0.2511462468589393,"score_spread":0.21278246222707356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019746785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916583,0.0000039760957,0.003101965,0.0026409167,0.0015656275,0.0008329239,0.00001387772,0.000016557748,0.00016587239],"genre_scores_gemma":[0.99866486,4.213052e-7,0.000084259496,0.00009572907,0.0010293148,0.00001188104,0.000009590785,0.000009900482,0.00009405425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969263,0.00015628818,0.0017726249,0.00008403127,0.0009077378,0.00015299012],"domain_scores_gemma":[0.97363824,0.00041046424,0.018843146,0.00015765888,0.0069426023,0.000007917825],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010420883,0.0001239754,0.00035668208,0.00033509455,0.0004550279,0.00042600604,0.00025043203,0.00013218287,0.0000013341325],"category_scores_gemma":[0.015956474,0.00007420504,0.00013575536,0.0015644331,0.0000922842,0.0032420438,0.00012683049,0.00017388164,6.2396344e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014929823,0.000105092615,0.592284,0.0014371092,0.00057673146,3.3659006e-7,0.011519802,0.00015663281,0.008426875,0.3713986,0.0013549934,0.011246798],"study_design_scores_gemma":[0.006734688,0.00031456267,0.7454666,0.0010798872,0.0010150099,0.000015119524,0.02660051,0.005279519,0.028678628,0.16235381,0.021489123,0.00097254344],"about_ca_topic_score_codex":0.000032567368,"about_ca_topic_score_gemma":0.000012916951,"teacher_disagreement_score":0.20904478,"about_ca_system_score_codex":0.0002532237,"about_ca_system_score_gemma":0.00019510071,"threshold_uncertainty_score":0.9923325},"labels":[],"label_agreement":null},{"id":"W7019788059","doi":"","title":"The Impact of Gig Workers’ Satisfaction on Social Mobility","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Gig economy; Job satisfaction; Work (physics); Autonomy; Information technology","score_opus":0.015916234089317752,"score_gpt":0.30664976489304036,"score_spread":0.2907335308037226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019788059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7026517,0.000092675764,0.0028968516,0.0070708436,0.008147742,0.0023004487,0.00013455274,0.000040264586,0.2766649],"genre_scores_gemma":[0.9989106,0.000017403961,0.0000039327056,0.000031743948,0.00012846508,0.000011839348,0.0000022821916,0.0000016190357,0.000892116],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99841934,0.0001861447,0.0008149397,0.00002656538,0.00041863145,0.00013439047],"domain_scores_gemma":[0.99658936,0.0005751218,0.001960007,0.00007344813,0.000779112,0.000022960297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038519497,0.00006105677,0.00015993125,0.00009737486,0.00084128854,0.00030573402,0.00020769252,0.00010836053,0.0000016485117],"category_scores_gemma":[0.00081616436,0.000035720645,0.00036168098,0.00033927363,0.00004253144,0.0016460355,0.000007733129,0.00012305965,0.000004836844],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009196418,0.00014307613,0.30825034,0.00015769039,0.0011952845,2.3615726e-8,0.036903024,0.022849884,0.000013818425,0.37938043,0.124584675,0.1256021],"study_design_scores_gemma":[0.0015624948,0.00015137727,0.69027513,0.00021149711,0.00007876338,6.7200756e-7,0.022400131,0.0005196512,0.00007308492,0.0049054082,0.2796841,0.00013768271],"about_ca_topic_score_codex":0.0003116038,"about_ca_topic_score_gemma":0.00008048259,"teacher_disagreement_score":0.3820248,"about_ca_system_score_codex":0.0013139684,"about_ca_system_score_gemma":0.00038179336,"threshold_uncertainty_score":0.6470596},"labels":[],"label_agreement":null},{"id":"W7019970052","doi":"","title":"Impact of IT Use on Employees with ADHD in a Hybrid Work Context","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Context (archaeology); Work (physics); Dual (grammatical number); Inclusion (mineral); Perceived organizational support; Qualitative research; Job performance","score_opus":0.034912548895458154,"score_gpt":0.3299837805632851,"score_spread":0.29507123166782695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019970052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962856,0.000021329475,0.0007296425,0.0010972859,0.00033286953,0.0005917595,0.000025073443,0.0000057749635,0.0009106523],"genre_scores_gemma":[0.99812746,0.000004569137,0.000021611533,0.00016992891,0.00003359976,0.000010516807,0.0000063553784,0.000004900052,0.0016210575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854076,0.000076477874,0.0007850939,0.000034973225,0.00046018526,0.00010248321],"domain_scores_gemma":[0.9965905,0.00038394154,0.001856234,0.00013034692,0.001012757,0.000026250851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000784179,0.000082067476,0.00033769794,0.00034790437,0.00004041215,0.00006513399,0.0000819626,0.000059583414,0.0000032394935],"category_scores_gemma":[0.0014008033,0.00004827256,0.0002368863,0.00040234148,0.000009455186,0.00084067043,0.000010020419,0.00017695954,0.0000053760878],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012333521,0.00018311788,0.9705471,0.00011430758,0.00050587946,4.1640078e-7,0.0016298775,0.008319554,0.000028589084,0.0003347586,0.016494785,0.0006082731],"study_design_scores_gemma":[0.006753224,0.0007125771,0.9693517,0.0020799104,0.00018231354,0.000030298046,0.0057351263,0.0005288535,0.0000774039,0.000016264466,0.014435523,0.000096795266],"about_ca_topic_score_codex":0.00006237439,"about_ca_topic_score_gemma":0.000008554773,"teacher_disagreement_score":0.0077907005,"about_ca_system_score_codex":0.00077578705,"about_ca_system_score_gemma":0.00023866269,"threshold_uncertainty_score":0.20286562},"labels":[],"label_agreement":null},{"id":"W7021310904","doi":"","title":"Novel model for Better Segmentation","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Advanced Neural Network Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Segmentation; Feature extraction; Preprocessor; Image segmentation; Leverage (statistics); Encoder; Pattern recognition (psychology); ENCODE","score_opus":0.01908837211324476,"score_gpt":0.27981926796715134,"score_spread":0.2607308958539066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7021310904","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034891273,0.0000152224075,0.99319476,0.0040319245,0.001169905,0.0007257307,0.000024415986,0.000019134639,0.00046996863],"genre_scores_gemma":[0.7802856,0.000011505198,0.20932421,0.0040471745,0.0003579205,0.00045070983,0.000023884168,0.000010622203,0.0054883873],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988852,0.000018711253,0.00065855554,0.00004753853,0.0002772679,0.00011269454],"domain_scores_gemma":[0.99690557,0.00035255632,0.0016501751,0.00016657413,0.0009049026,0.000020253325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078483217,0.00006259752,0.00012432426,0.00012300066,0.00020822827,0.0002013591,0.0004904676,0.00005582114,6.22366e-8],"category_scores_gemma":[0.0003002069,0.00004592403,0.00014048727,0.00030607218,0.0000043505174,0.0019401142,0.000041358053,0.00007203859,0.0000019441468],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024589512,0.000033439268,0.00056902744,0.00007727645,0.00011838481,5.4889675e-9,0.0011014695,0.6253034,0.0018465439,0.3043571,0.058406074,0.0081627285],"study_design_scores_gemma":[0.0009043691,0.000015734113,0.0003421852,0.000043977227,0.00002319188,0.000002620863,0.00006203517,0.94887894,0.00067507953,0.0049512205,0.044043764,0.000056897145],"about_ca_topic_score_codex":7.1779135e-7,"about_ca_topic_score_gemma":6.135522e-7,"teacher_disagreement_score":0.7838706,"about_ca_system_score_codex":0.00042205313,"about_ca_system_score_gemma":0.00009248479,"threshold_uncertainty_score":0.19417106},"labels":[],"label_agreement":null},{"id":"W7024253718","doi":"","title":"Reshaping Loyalty Programs for Sustainability: Harnessing the Power of Mobile Marketing","year":2023,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loyalty; Leverage (statistics); Tobit model; Externality; Mobile marketing; Consumption (sociology); Sustainability; Mobile payment; Loyalty business model","score_opus":0.01039657140445982,"score_gpt":0.2474443115773896,"score_spread":0.2370477401729298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024253718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914112,0.000040323208,0.003514958,0.00071829435,0.0014400501,0.0021918286,0.00006638715,0.000030620733,0.00058632274],"genre_scores_gemma":[0.99885,8.567409e-7,0.00007323841,0.000004357198,0.00022679986,0.0001755108,0.000036970705,0.000009763319,0.00062251557],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977691,0.0001727321,0.001253352,0.00004909358,0.0005159713,0.00023971786],"domain_scores_gemma":[0.9927569,0.0005698602,0.0039228434,0.00017686772,0.0025417984,0.00003170136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072946087,0.00010149539,0.0002387815,0.00014146113,0.00047704522,0.00023493648,0.0002876546,0.000052830583,0.0000033247693],"category_scores_gemma":[0.000736355,0.0000650614,0.00030050124,0.00046765356,0.000028046188,0.001226297,0.000045123896,0.00012330955,0.0000039533465],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006320565,0.000028842855,0.9709947,0.00033974537,0.00018578442,6.044966e-10,0.008811872,0.005305368,0.000013905686,0.0063683386,0.0070366105,0.00085161696],"study_design_scores_gemma":[0.0019046038,0.00013410131,0.8147756,0.00033479734,0.0001252213,0.0000024611809,0.072469786,0.022203768,0.00011212378,0.0049915574,0.08272693,0.00021908293],"about_ca_topic_score_codex":0.000021103362,"about_ca_topic_score_gemma":8.4211064e-7,"teacher_disagreement_score":0.15621914,"about_ca_system_score_codex":0.00055179495,"about_ca_system_score_gemma":0.00023477293,"threshold_uncertainty_score":0.36690944},"labels":[],"label_agreement":null},{"id":"W7024601738","doi":"","title":"Separating the Art from the Artist? Evidence From Social Media and Online Reviews as Responses to Transgressions of Actors","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Emotion and Mood Recognition","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Publicity; Social media; Sexual misconduct; Misconduct; Reputation; Media content; Social dynamics; Public opinion","score_opus":0.07842926451373892,"score_gpt":0.3890999985263755,"score_spread":0.31067073401263656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024601738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92020947,0.0027962753,0.0053642793,0.0548117,0.009536932,0.002192898,0.0011586043,0.000024022656,0.0039058411],"genre_scores_gemma":[0.9963528,0.0001583695,0.000109466346,0.0013319129,0.00045055186,0.000034229302,0.00003392637,0.000004454875,0.0015243258],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977332,0.00076035643,0.001033426,0.000050799255,0.00033064582,0.00009162203],"domain_scores_gemma":[0.9938285,0.0035298527,0.0020367175,0.00013016777,0.00044687136,0.000027905277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024845018,0.000079511155,0.00024605592,0.00007602152,0.00028638114,0.000092438946,0.00023666363,0.00010370796,0.000022821938],"category_scores_gemma":[0.0048368704,0.000039075432,0.00017039463,0.0002342398,0.000021953354,0.00037934672,0.000022873874,0.00019297854,0.000025322704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011864281,0.00012242547,0.028349703,0.00010468655,0.0008575456,2.154805e-7,0.18731977,0.00010353839,0.0027570995,0.0038240086,0.7343685,0.04100605],"study_design_scores_gemma":[0.0017203623,0.00010538802,0.43217722,0.0024142407,0.00041798863,0.0000068471613,0.024816032,0.0001755726,0.00046412728,0.0012245604,0.5363247,0.00015294892],"about_ca_topic_score_codex":0.00006393583,"about_ca_topic_score_gemma":0.00009670953,"teacher_disagreement_score":0.40382752,"about_ca_system_score_codex":0.00010540333,"about_ca_system_score_gemma":0.00007524006,"threshold_uncertainty_score":0.57905346},"labels":[],"label_agreement":null},{"id":"W7025091406","doi":"","title":"Theorizing Organizational Change in EHR Implementation","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Sociotechnical system; Interdependence; Transformative learning; Process (computing); Sensemaking; Organizational change; Health care; Change management (ITSM); Organizational structure","score_opus":0.037150830506012776,"score_gpt":0.44715789412591284,"score_spread":0.4100070636199001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025091406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5957425,0.003432294,0.042085838,0.080433376,0.13133085,0.041748013,0.00071716943,0.00031888045,0.10419105],"genre_scores_gemma":[0.99654436,0.000030937095,0.00004481989,0.0014210499,0.0006122658,0.0002227395,0.000020882875,0.000007763426,0.0010951976],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.996378,0.0006939373,0.0020565721,0.00004953531,0.0005055346,0.00031643533],"domain_scores_gemma":[0.9936303,0.0008934239,0.0036860087,0.00011826891,0.001635508,0.000036491972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007433717,0.000085991065,0.0002764347,0.00043403852,0.00043638333,0.000046000278,0.00023645103,0.00018713601,0.00001613491],"category_scores_gemma":[0.0014800346,0.00006278135,0.00008690089,0.0008110924,0.000004655666,0.0011404903,0.00003682719,0.0003906843,0.000027269565],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044005825,0.000015247649,0.8719235,0.00056914403,0.00007402857,4.055424e-8,0.009870826,0.00011499433,0.000044007993,0.09869175,0.017021136,0.001631317],"study_design_scores_gemma":[0.005421828,0.00008585889,0.38362938,0.0014983176,0.000057678495,0.0000043622463,0.021267708,0.0015662354,0.000059179558,0.002027127,0.5842172,0.00016511563],"about_ca_topic_score_codex":0.00026755547,"about_ca_topic_score_gemma":0.00020409843,"teacher_disagreement_score":0.5671961,"about_ca_system_score_codex":0.0037400275,"about_ca_system_score_gemma":0.0010742433,"threshold_uncertainty_score":0.9780042},"labels":[],"label_agreement":null},{"id":"W7025094417","doi":"","title":"TOWARDS QUANTUM THREAT MITIGATION: AN EMPIRICAL INVESTIGATION OF THE FACTORS INFLUENCING ORGANIZATIONAL PREPARATION INTENTIONS","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Compromise; Proactivity; Stakeholder; Quantum information science; Quantum; Quantum cryptography; Information security","score_opus":0.01737019658931994,"score_gpt":0.2794860911786667,"score_spread":0.26211589458934675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025094417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.740896,0.000038678812,0.24299757,0.004901351,0.006231261,0.0011698304,0.000052257707,0.00006884852,0.0036442035],"genre_scores_gemma":[0.9988963,0.0000026499258,0.000440122,0.00043392694,0.000056048506,0.000011908362,0.000020576943,0.000003107152,0.00013535134],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9971581,0.00024867812,0.001382569,0.00006766242,0.0010157265,0.00012727856],"domain_scores_gemma":[0.9931953,0.00016183678,0.0029750746,0.000309,0.0033112466,0.000047545687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017381507,0.00011421683,0.00020563697,0.0002530197,0.0004383508,0.00038257748,0.0008188188,0.00014155955,0.0000015451426],"category_scores_gemma":[0.0011719274,0.00007171994,0.00020857395,0.0011281176,0.00003213351,0.004997095,0.000101514415,0.00017904156,0.0000024354542],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002804702,0.00005423231,0.3858507,0.00020207948,0.0002102898,2.0961172e-8,0.034494795,0.008803756,0.00059966353,0.5612931,0.0082212305,0.00024206725],"study_design_scores_gemma":[0.00153008,0.00014462923,0.8549147,0.0004048317,0.0001219256,0.000016735134,0.005287263,0.09336374,0.014087515,0.016415173,0.013455168,0.00025821762],"about_ca_topic_score_codex":0.00002273751,"about_ca_topic_score_gemma":0.000012021501,"teacher_disagreement_score":0.54487795,"about_ca_system_score_codex":0.0006282136,"about_ca_system_score_gemma":0.00081412325,"threshold_uncertainty_score":0.36892036},"labels":[],"label_agreement":null},{"id":"W7025162548","doi":"","title":"Use of Emerging Technologies in the Internal Operations of Distributed Organizations","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Stakeholder; Context (archaeology); Emerging technologies; Digital transformation; Information technology; Information system; Emerging markets","score_opus":0.009471690536405546,"score_gpt":0.2612760957126572,"score_spread":0.25180440517625163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025162548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91748655,0.000059151855,0.07656408,0.0027898941,0.0005858022,0.000507123,0.0002668431,0.000008505022,0.0017320625],"genre_scores_gemma":[0.9998835,0.0000018754863,0.000045743993,0.000007946103,0.000014446501,0.000009549468,0.000007286937,9.769968e-7,0.000028726636],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992289,0.000041877145,0.00051704695,0.00001609347,0.00014238298,0.000053686443],"domain_scores_gemma":[0.9987735,0.00016429304,0.00052040885,0.000063724525,0.00047411144,0.000003952385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032572317,0.000037009406,0.000120107055,0.000054157554,0.000080419944,0.000044728702,0.00015667955,0.000016483864,8.310268e-7],"category_scores_gemma":[0.00024799805,0.000020986567,0.00006577755,0.0004077918,0.000023102135,0.00038817702,0.00003486346,0.00005942308,4.6480793e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018777277,0.000099031255,0.23169722,0.000028322838,0.00022120611,6.600461e-9,0.003723167,0.02123258,0.0020168982,0.7387043,0.0017725071,0.00048593822],"study_design_scores_gemma":[0.0056206677,0.00029481685,0.08203422,0.0014446673,0.00056427676,0.0000029722316,0.24140912,0.058789447,0.50897247,0.054654095,0.045733765,0.00047950787],"about_ca_topic_score_codex":0.000047102316,"about_ca_topic_score_gemma":9.2235837e-7,"teacher_disagreement_score":0.68405026,"about_ca_system_score_codex":0.000059409384,"about_ca_system_score_gemma":0.000027659618,"threshold_uncertainty_score":0.08558074},"labels":[],"label_agreement":null},{"id":"W7025228715","doi":"","title":"Using Electronic Media for Information Sharing Activities: A Replication and Extension","year":2000,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Nonlinear Photonic Systems","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Replication (statistics); Task (project management); Electronic media; Perception; Information sharing; Information system; Information technology; Value (mathematics)","score_opus":0.016627855072540092,"score_gpt":0.2680425008563675,"score_spread":0.2514146457838274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025228715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95248634,0.00010703482,0.035286896,0.00029121328,0.002075436,0.0031313405,0.0003389871,0.00004136687,0.0062413756],"genre_scores_gemma":[0.9986253,0.0000055999926,0.00029731862,0.00004640482,0.0006751497,0.00004615655,0.00005096953,0.0000080572445,0.00024505318],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99848443,0.00004217244,0.00088468264,0.00006028352,0.0003407412,0.00018766893],"domain_scores_gemma":[0.9968575,0.00020560408,0.002155504,0.000202173,0.00054097647,0.000038239556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019949565,0.000098073564,0.00021636431,0.000121745645,0.00022392254,0.00026538307,0.00015966012,0.00006899284,0.000005560163],"category_scores_gemma":[0.0001667813,0.00007551502,0.00014719968,0.00014537008,0.0000073249175,0.0028421262,0.000015913654,0.00011643005,0.000004354043],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022178865,0.00037671387,0.1548462,0.0022333907,0.003465767,1.02059154e-7,0.076617,0.11501316,0.0066543734,0.20556863,0.020625424,0.41238135],"study_design_scores_gemma":[0.0055409437,0.00017793536,0.0059818425,0.0005133899,0.00028804457,0.00004814856,0.008151484,0.26538634,0.002461984,0.0025241429,0.70847434,0.0004513858],"about_ca_topic_score_codex":0.00005492254,"about_ca_topic_score_gemma":0.000001195931,"teacher_disagreement_score":0.6878489,"about_ca_system_score_codex":0.00046744425,"about_ca_system_score_gemma":0.00013429459,"threshold_uncertainty_score":0.3079413},"labels":[],"label_agreement":null},{"id":"W7025452641","doi":"","title":"Understanding The Effects Of AI Tasks And Social Deskilling: An Agent-Based Model","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Dehumanization; Task (project management); Complement (music); Productivity; Social exchange theory; Work (physics)","score_opus":0.0712156133504377,"score_gpt":0.3548569506842379,"score_spread":0.2836413373338002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025452641","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22595763,0.00039724272,0.5958321,0.12287078,0.012923641,0.0044718324,0.00013655057,0.00008405711,0.03732614],"genre_scores_gemma":[0.99852717,0.000015501526,0.000031658525,0.0009907106,0.00012217581,0.0000043319837,0.0000015734347,0.0000027534088,0.00030409746],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99846166,0.0002928947,0.00048706075,0.00002883359,0.0005960204,0.00013349783],"domain_scores_gemma":[0.9966586,0.00088336377,0.0013933345,0.000057702528,0.0009749722,0.00003199562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004665627,0.000057306286,0.00017116955,0.00010148555,0.0011591344,0.00037744737,0.00022952727,0.00016534216,2.200726e-7],"category_scores_gemma":[0.00230016,0.00003713692,0.00013612685,0.00020023748,0.00007365726,0.0011292611,0.000015349107,0.00020792038,1.9362714e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049335787,0.000036959522,0.00480223,0.0003272371,0.0002040789,4.1713154e-8,0.10232411,0.013763271,0.00010175075,0.86988133,0.008240076,0.00026957318],"study_design_scores_gemma":[0.011498485,0.0006818126,0.013525326,0.0019888205,0.001445163,0.0000019749637,0.30350235,0.24019292,0.0010066282,0.32586396,0.09942436,0.00086818414],"about_ca_topic_score_codex":0.00009810116,"about_ca_topic_score_gemma":0.00009066417,"teacher_disagreement_score":0.77256954,"about_ca_system_score_codex":0.00070306053,"about_ca_system_score_gemma":0.00053630845,"threshold_uncertainty_score":0.89152426},"labels":[],"label_agreement":null},{"id":"W7026642998","doi":"","title":"AI and ML in the Workplace: Introducing an AI Elective","year":2024,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Paleopathology and ancient diseases","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workforce; Quarter (Canadian coin); Productivity; Applications of artificial intelligence; Investment (military); Subject (documents)","score_opus":0.012262055249860009,"score_gpt":0.2565743016613224,"score_spread":0.24431224641146237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026642998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90331596,0.004094565,0.0017411395,0.04002807,0.017586451,0.0019168715,0.00029373492,0.000092184426,0.030931035],"genre_scores_gemma":[0.99760634,0.00000839827,0.0000018625185,0.00097391516,0.00063815457,0.000010224244,0.00000416295,0.000002115887,0.0007548207],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922484,0.00013067444,0.00033024783,0.000030907824,0.00020009417,0.00008322259],"domain_scores_gemma":[0.9992081,0.00016296326,0.000325523,0.000051502528,0.00023774212,0.000014170325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018996878,0.000046569414,0.00009117903,0.000117167496,0.00022054653,0.0005865294,0.000103633996,0.000032298118,0.0000032699757],"category_scores_gemma":[0.00024296038,0.000024699959,0.00005928613,0.000066893735,0.000018412926,0.0016929402,0.000006705,0.00016622148,0.000005542965],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011543952,0.00006740461,0.032985546,0.00030457485,0.00016509776,0.0000017053583,0.34708983,0.0018571278,0.000022818944,0.49320078,0.121481225,0.0027084467],"study_design_scores_gemma":[0.0007758175,0.00017975413,0.025220241,0.00041208966,0.00011855192,0.00005507462,0.040078625,0.008057985,0.000016624308,0.0044847964,0.9204526,0.00014786914],"about_ca_topic_score_codex":0.0000068899994,"about_ca_topic_score_gemma":0.000029506924,"teacher_disagreement_score":0.79897135,"about_ca_system_score_codex":0.00009964189,"about_ca_system_score_gemma":0.000053715015,"threshold_uncertainty_score":0.56559163},"labels":[],"label_agreement":null},{"id":"W7026738580","doi":"","title":"Antecedents and Consequences of Board IT Governance: Institutional and Strategic Choice Perspectives","year":2012,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Biographical and Historical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; On board; Strategic Choice; Structural equation modeling; Institutional theory; Survey data collection","score_opus":0.02852213646307186,"score_gpt":0.23332378614518806,"score_spread":0.2048016496821162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026738580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92181855,0.0067736283,0.000104600585,0.0055729174,0.0032809179,0.00042915714,0.00033957628,0.000013867857,0.061666753],"genre_scores_gemma":[0.9989084,0.00016196893,0.000009777674,0.00004717011,0.0002570581,0.000002187148,0.0000011990271,0.0000010083751,0.00061121944],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992134,0.000029870942,0.00038146783,0.000020787858,0.00028655856,0.00006789329],"domain_scores_gemma":[0.99825805,0.00009466514,0.0011249857,0.00002692855,0.0004618402,0.000033524502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000467921,0.00004521196,0.00014293824,0.00006028731,0.00021539502,0.00010388376,0.00006057223,0.00003583226,0.000008705597],"category_scores_gemma":[0.00013942189,0.000026843658,0.00008809557,0.000052192692,0.00011090758,0.00094817067,0.000010408634,0.00006530417,9.79166e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022269418,0.00003450865,0.03390759,0.00009660385,0.00020740327,1.5148686e-8,0.018236186,0.000016407655,0.000042456177,0.94538105,0.0019491651,0.00010637829],"study_design_scores_gemma":[0.0013942732,0.00017937367,0.067670956,0.00022310312,0.0003315401,0.00001823966,0.052066088,0.00025844734,0.00004927168,0.0033971632,0.8742078,0.0002037518],"about_ca_topic_score_codex":0.00017317478,"about_ca_topic_score_gemma":0.00003915011,"teacher_disagreement_score":0.9419839,"about_ca_system_score_codex":0.00010397108,"about_ca_system_score_gemma":0.000024374138,"threshold_uncertainty_score":0.16566661},"labels":[],"label_agreement":null},{"id":"W7026768960","doi":"","title":"Awe-full Research: Opening Minds in High-Stakes Meetings Through Wonder","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Media Influence and Health","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wonder; Phase (matter); Plan (archaeology); Psychological intervention; Test (biology); Baseline (sea); Vendor","score_opus":0.10446337497310616,"score_gpt":0.3500178677980645,"score_spread":0.24555449282495834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026768960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50455487,0.00066337694,0.00067091465,0.02758987,0.017978994,0.002969832,0.000121502526,0.000045995188,0.44540462],"genre_scores_gemma":[0.99023616,0.00002435171,0.00006110219,0.00076263,0.00051269133,0.0000347782,0.0000061948213,0.0000045769134,0.008357531],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977973,0.0001925448,0.0010683426,0.00004285406,0.0006676651,0.00023129609],"domain_scores_gemma":[0.99648964,0.0005714376,0.0013499695,0.00010759632,0.0014546851,0.000026664758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058230525,0.000070339214,0.0002338947,0.00034110222,0.00046151454,0.00049402064,0.00029472672,0.00008056669,0.000018049317],"category_scores_gemma":[0.0014170927,0.000047209367,0.000095759846,0.0001886942,0.000031761443,0.0020147164,0.00003125861,0.00031929108,0.000025602889],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000105040206,0.000030365452,0.0067728204,0.00035921443,0.00009654595,2.2686984e-7,0.14801678,0.0014164664,0.000020047244,0.67395866,0.16880213,0.0004216926],"study_design_scores_gemma":[0.0010278552,0.00006716333,0.0013997018,0.00053775165,0.000016866461,0.0000014636728,0.04361148,0.000222814,0.00004912513,0.0039008101,0.9490987,0.000066253946],"about_ca_topic_score_codex":0.00044599222,"about_ca_topic_score_gemma":0.00024785704,"teacher_disagreement_score":0.78029656,"about_ca_system_score_codex":0.0006531877,"about_ca_system_score_gemma":0.00026674522,"threshold_uncertainty_score":0.47638524},"labels":[],"label_agreement":null},{"id":"W7026962133","doi":"","title":"Breaking Barriers: Retention Strategies for Underrepresented Groups in the IT Workforce","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Gender and Technology in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mentorship; Workforce; Attrition; Diversity (politics); Inclusion (mineral); Stakeholder; Career Pathways; Work (physics); Underrepresented Minority","score_opus":0.03426453106328975,"score_gpt":0.34045793036623023,"score_spread":0.3061933993029405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026962133","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19628182,0.00063583656,0.19445132,0.18151505,0.033399485,0.010105699,0.00008119284,0.00017044216,0.38335916],"genre_scores_gemma":[0.9987465,0.000019789104,0.000038628907,0.0003208665,0.00015158809,0.00006843003,0.0000054742254,0.0000019533686,0.00064672966],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.998578,0.00023356025,0.000608587,0.000039447386,0.00038603472,0.00015437257],"domain_scores_gemma":[0.9975124,0.0005200979,0.0012016008,0.000108494736,0.0006417199,0.00001570993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005124202,0.00005429879,0.00011898434,0.0002045516,0.0005629123,0.00037822739,0.00038906955,0.00015307835,9.587245e-7],"category_scores_gemma":[0.002062369,0.000036234174,0.00013905253,0.0005241676,0.00002737627,0.0012770953,0.000009367952,0.00014471854,0.0000010696982],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042307587,0.000023857754,0.025542108,0.00007742844,0.00010428376,3.02973e-8,0.070009105,0.0026052874,0.000015791386,0.86202526,0.03803201,0.0015225213],"study_design_scores_gemma":[0.0009302636,0.000036828184,0.010711429,0.00018412682,0.00007466063,0.0000028284367,0.6756713,0.00087167573,0.00001929811,0.054169316,0.25724986,0.00007843938],"about_ca_topic_score_codex":0.00011619511,"about_ca_topic_score_gemma":0.00019798525,"teacher_disagreement_score":0.80785596,"about_ca_system_score_codex":0.00062084995,"about_ca_system_score_gemma":0.00041626033,"threshold_uncertainty_score":0.4329523},"labels":[],"label_agreement":null},{"id":"W7027217001","doi":"","title":"The Bias-Boomerang: When Anti-Bias Measures Backfire","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Transparency (behavior); Unintended consequences; Order (exchange); Confirmation bias; Empirical research; Debiasing; Outcome (game theory); Empirical evidence","score_opus":0.06563051085663059,"score_gpt":0.34583572542494706,"score_spread":0.2802052145683165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027217001","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.062861785,0.00214618,0.0027700951,0.3285662,0.037638523,0.0034609318,0.00012347015,0.00012483148,0.56230795],"genre_scores_gemma":[0.98557055,0.00030494152,0.000021649732,0.00096963614,0.00050902367,0.00000884809,0.0000016575746,0.0000042824204,0.0126094],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971626,0.00053192326,0.0008548101,0.000035937286,0.0011790384,0.00023568995],"domain_scores_gemma":[0.9927984,0.0016026438,0.0023042916,0.00012835025,0.0031065417,0.0000597882],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.013968186,0.00007925928,0.00021355666,0.0001051016,0.002221673,0.0013933749,0.0005629553,0.00020459814,0.0000018039085],"category_scores_gemma":[0.014122329,0.000046267825,0.00029003227,0.00033101172,0.00006581151,0.0016636063,0.000029969331,0.00028095976,0.000010535471],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050858067,0.00003086609,0.030038312,0.0000726644,0.00056667166,1.0020368e-7,0.06704527,0.0006724568,0.000020886475,0.51377964,0.37978935,0.007932952],"study_design_scores_gemma":[0.00038551562,0.000016393906,0.005021139,0.000096384625,0.000045381883,4.4442808e-7,0.015054883,0.00007673583,0.000024354475,0.0061338455,0.9730859,0.000059068792],"about_ca_topic_score_codex":0.00047630406,"about_ca_topic_score_gemma":0.00030572747,"teacher_disagreement_score":0.92270875,"about_ca_system_score_codex":0.00076314353,"about_ca_system_score_gemma":0.00073218305,"threshold_uncertainty_score":0.99964327},"labels":[],"label_agreement":null},{"id":"W7027220749","doi":"","title":"A Case Study on Key Success Factors in Delivering e-CRM Solutions","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Public Administration and Political Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Success factors; Key (lock); Competitive advantage; Critical success factor; Customer relationship management; Value (mathematics); Business model; The Internet","score_opus":0.07717111301810345,"score_gpt":0.33527997640343177,"score_spread":0.25810886338532835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027220749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98708713,0.000004524749,0.0003848684,0.0009132793,0.0007249995,0.00035941775,0.000020169988,0.00001092803,0.010494662],"genre_scores_gemma":[0.9992004,0.0000035756586,0.000005111893,0.0000733844,0.00014008144,0.000008907309,0.0000018704452,0.0000020681068,0.0005645868],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9981322,0.00028444524,0.00070150895,0.00003423242,0.0006667493,0.00018086052],"domain_scores_gemma":[0.9978149,0.00039250802,0.0010078462,0.00007160207,0.00063098845,0.00008214936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022580433,0.0000591011,0.00016715923,0.00022021489,0.00077308546,0.00015527864,0.00017841136,0.00007145132,0.000005484152],"category_scores_gemma":[0.0016583806,0.000041668773,0.00014629906,0.00042958534,0.000023003064,0.0011768899,0.0000132498835,0.00013446932,0.000007153661],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027998742,0.00031767,0.74075496,0.00001676341,0.00020643767,0.000018712215,0.17865027,0.003957957,0.0000022303973,0.07320297,0.0027473376,0.00009667664],"study_design_scores_gemma":[0.0038797967,0.00048689212,0.26696467,0.00009645488,0.00019776117,0.00034796807,0.51989853,0.0029737398,0.000025390349,0.00033413884,0.20434506,0.00044959367],"about_ca_topic_score_codex":0.0021388177,"about_ca_topic_score_gemma":0.0010204314,"teacher_disagreement_score":0.4737903,"about_ca_system_score_codex":0.000808974,"about_ca_system_score_gemma":0.0002746293,"threshold_uncertainty_score":0.59460264},"labels":[],"label_agreement":null},{"id":"W7027565419","doi":"","title":"A Comparative Analysis of Seven Smart City Development Projects: Institutional, Economic, Technical, and Policy Perspectives","year":2023,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Smart city; Smart growth; Transferability; Corporate governance; Principal (computer security); Unpacking","score_opus":0.02662781845645088,"score_gpt":0.2660613507292377,"score_spread":0.23943353227278683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027565419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930668,0.00012194455,0.0015831316,0.00036969056,0.0004545712,0.00041989877,0.00015601411,0.000115630006,0.0037123316],"genre_scores_gemma":[0.9996737,0.00004831509,0.00015421052,0.0000052361597,0.0000336201,0.000018334542,0.000008772316,0.0000017819525,0.00005601341],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99919635,0.0000140928905,0.0005168861,0.000025764179,0.00016804363,0.00007886744],"domain_scores_gemma":[0.99899614,0.000112156566,0.00058524235,0.00005999524,0.00023236379,0.000014133211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006153225,0.000057074736,0.0002458823,0.0006025894,0.00009688862,0.00005366473,0.000108675194,0.00006392225,6.1215314e-7],"category_scores_gemma":[0.00018450337,0.000041951113,0.00009868393,0.0005487802,0.000022725573,0.00045165955,0.000028342803,0.00006861839,0.0000018369484],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005494355,0.000037059537,0.0849324,0.00038866058,0.008166809,1.6232653e-7,0.048817065,0.7543435,0.00026673975,0.072459795,0.029459247,0.0010736011],"study_design_scores_gemma":[0.0014814122,0.00009983513,0.5856867,0.00019568497,0.0005454376,0.000017406397,0.06550022,0.10077391,0.0018767235,0.00034613634,0.24312389,0.0003526467],"about_ca_topic_score_codex":0.000020665064,"about_ca_topic_score_gemma":0.000023039183,"teacher_disagreement_score":0.6535696,"about_ca_system_score_codex":0.00080644025,"about_ca_system_score_gemma":0.000114379014,"threshold_uncertainty_score":0.21088132},"labels":[],"label_agreement":null},{"id":"W7027813403","doi":"","title":"Designing Context-Aware Urban Citizen Science Systems for Sustained Citizen Engagement: A Pilot Study in Urban Heat Island Detection","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Probability and Statistical Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Citizen science; Continuance; Design science; Design science research; Community engagement; Complex adaptive system; Psychological intervention; Urban design; Contextual inquiry; Grounded theory","score_opus":0.06383173857946202,"score_gpt":0.34887261829927096,"score_spread":0.28504087971980896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027813403","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14452977,0.00014702992,0.8358194,0.000651678,0.0030090597,0.012776634,0.00022948798,0.00006405703,0.002772842],"genre_scores_gemma":[0.9985388,0.0000025982476,0.0001485424,0.000030119378,0.00009364121,0.00026720628,0.0000031878874,0.0000074030845,0.00090852944],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.996516,0.0005276009,0.0014763944,0.00010997142,0.0010189546,0.0003510835],"domain_scores_gemma":[0.99279755,0.0034342157,0.0010559015,0.00019739503,0.0024494831,0.00006545901],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.016451912,0.00013054385,0.00042018213,0.0005581499,0.00062867964,0.0006002725,0.0004461572,0.00007361638,8.7045834e-7],"category_scores_gemma":[0.01875322,0.000096471456,0.00010617336,0.0007638627,0.00004066885,0.0009957188,0.00007049512,0.00029270546,0.0000014536078],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0066626826,0.0027428216,0.1382589,0.012390475,0.0020602974,0.0000039123775,0.073759004,0.011022341,0.0025062386,0.6576757,0.08989782,0.0030198176],"study_design_scores_gemma":[0.059939824,0.015196806,0.031834837,0.005869454,0.0012296349,0.000046586305,0.2899554,0.45406654,0.00335094,0.09887061,0.037898727,0.0017406126],"about_ca_topic_score_codex":0.000077304205,"about_ca_topic_score_gemma":0.000074784206,"teacher_disagreement_score":0.854009,"about_ca_system_score_codex":0.0024683967,"about_ca_system_score_gemma":0.00049140997,"threshold_uncertainty_score":0.98951226},"labels":[],"label_agreement":null},{"id":"W7027902793","doi":"","title":"Digital Interorganizational Collaboration","year":2022,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Leverage (statistics); Generativity; Set (abstract data type); Competition (biology); Competitive advantage; Task (project management); Dynamic capabilities; Digital transformation","score_opus":0.006211988989756495,"score_gpt":0.1875644147906786,"score_spread":0.1813524258009221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027902793","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1154379,0.00074631796,0.061500154,0.065369785,0.08516023,0.008414356,0.0009913723,0.0004950045,0.6618849],"genre_scores_gemma":[0.99467593,0.0000011891262,0.000015635269,0.0009383958,0.00077141495,0.000017122407,0.0000801412,0.0000071052095,0.0034930431],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986004,0.000012114374,0.00054120243,0.00003334954,0.0007307581,0.00008216247],"domain_scores_gemma":[0.9963048,0.000055400636,0.0021284488,0.000055784956,0.0014511716,0.0000043998484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007998476,0.00006269968,0.000111506604,0.00020458596,0.00058289134,0.0007318234,0.0002529011,0.000019702928,0.000037821745],"category_scores_gemma":[0.00075997214,0.000048384023,0.00007635281,0.0007632217,0.0000053084914,0.003735992,0.00012348966,0.000073376665,0.000033173314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061891405,0.000053281885,0.15550222,0.000108960725,0.00020873472,1.09745436e-7,0.0005461528,0.026396586,0.000016728722,0.24231459,0.5743808,0.00040995597],"study_design_scores_gemma":[0.0005417757,0.0000112892585,0.0073896293,0.000007421785,0.000036098514,0.0000020703903,0.002673711,0.0014873357,0.0000041561566,0.00072915904,0.987052,0.00006532069],"about_ca_topic_score_codex":0.0000029500982,"about_ca_topic_score_gemma":0.0000014215511,"teacher_disagreement_score":0.87923807,"about_ca_system_score_codex":0.0004024787,"about_ca_system_score_gemma":0.000039170725,"threshold_uncertainty_score":0.70569897},"labels":[],"label_agreement":null},{"id":"W7028415859","doi":"","title":"Enhancing Customer Journey with Chatbots: The Role of Anthropomorphism and Response Modality in Hedonic vs. Utilitarian Context","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Death, Funerary Practices, and Mourning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Chatbot; Context (archaeology); Modality (human–computer interaction); Regulatory focus theory; Product (mathematics); Customer engagement; Consumer behaviour; Cognition","score_opus":0.01126164943333608,"score_gpt":0.28397747744587687,"score_spread":0.2727158280125408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028415859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95945275,0.0011637271,0.0008449229,0.016014019,0.0018551606,0.0010791864,0.000025837771,0.000013420948,0.019550966],"genre_scores_gemma":[0.99814683,0.00010818633,0.000024963587,0.00018175006,0.000070391645,0.000008295868,6.567199e-7,0.0000027495248,0.0014561539],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976345,0.0008513843,0.0007867853,0.000042667005,0.000530862,0.00015383371],"domain_scores_gemma":[0.995704,0.0012091361,0.0023030736,0.00010184223,0.00064676546,0.00003518116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011961961,0.000068827096,0.00023458713,0.00018190869,0.00050536107,0.00019601194,0.00021918028,0.000095153555,0.0000026459472],"category_scores_gemma":[0.0025969578,0.000041046904,0.000078074874,0.00035167814,0.00007055613,0.0018842241,0.000023308256,0.00022716973,0.0000012888447],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049557933,0.00016095278,0.28879464,0.0002489211,0.00074825546,0.0000010045212,0.5348513,0.0025558998,0.00067391305,0.1486021,0.0031936504,0.015213579],"study_design_scores_gemma":[0.002156928,0.00013040697,0.04170224,0.00060126995,0.00011154188,0.000011316117,0.19282305,0.0009984422,0.00039713123,0.0007354853,0.7602104,0.00012178299],"about_ca_topic_score_codex":0.0010533375,"about_ca_topic_score_gemma":0.00083686126,"teacher_disagreement_score":0.7570167,"about_ca_system_score_codex":0.0005369492,"about_ca_system_score_gemma":0.00059803727,"threshold_uncertainty_score":0.41458008},"labels":[],"label_agreement":null},{"id":"W7028428929","doi":"","title":"Exploring the Applications & Challenges of Data Analytics in Non-Profit Organizations","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Analytics; Data analysis; Big data; Software analytics; Exploratory research; Exploratory data analysis; Cultural analytics; Exploratory analysis","score_opus":0.26647525716063525,"score_gpt":0.31140985264970444,"score_spread":0.044934595489069196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028428929","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11594782,0.0015964587,0.6652562,0.17020622,0.010064499,0.009266926,0.0011271373,0.0001820956,0.026352614],"genre_scores_gemma":[0.99864197,0.00011896148,0.000095455405,0.0002977789,0.00071311975,0.00002206702,0.00006921891,0.00000641552,0.000035033772],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986747,0.0000136186545,0.00078553497,0.000051987598,0.0003856263,0.00008856993],"domain_scores_gemma":[0.9962061,0.00013133994,0.0021271058,0.00027420605,0.0012537198,0.000007502751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012959363,0.00006617729,0.00017355355,0.00013961912,0.00012353249,0.00019185862,0.00086616114,0.000036144083,0.0000029182572],"category_scores_gemma":[0.001261103,0.000041211704,0.00004880796,0.0010641232,0.000011189184,0.0051903604,0.00017277627,0.000112489884,0.00003329915],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020880764,0.0002527371,0.256968,0.0068415045,0.0010518074,2.980464e-7,0.015546389,0.12096318,0.00070085103,0.42977366,0.11772165,0.049971126],"study_design_scores_gemma":[0.00056894385,0.0000075445278,0.03479619,0.00020324998,0.00016433366,0.0000022674242,0.0053162966,0.032901652,0.00007074146,0.00029515423,0.92552185,0.00015179922],"about_ca_topic_score_codex":0.000038103553,"about_ca_topic_score_gemma":0.000028260536,"teacher_disagreement_score":0.8826941,"about_ca_system_score_codex":0.00006331357,"about_ca_system_score_gemma":0.000044593537,"threshold_uncertainty_score":0.3762886},"labels":[],"label_agreement":null},{"id":"W7028723292","doi":"","title":"Gathering Customerâs Demand Data through Web 2.0 Community: Process and Architecture","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Historical Gender and Feminism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Leverage (statistics); Architecture; Process (computing); Data collection; Channel (broadcasting); Systems architecture; Business process; Track (disk drive)","score_opus":0.048893741246307805,"score_gpt":0.33182750920803233,"score_spread":0.28293376796172454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028723292","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.106997296,0.00464624,0.03772345,0.024828097,0.011555387,0.0040379395,0.0004734489,0.00022760734,0.8095105],"genre_scores_gemma":[0.9988913,0.00010185886,0.000101151076,0.0002252818,0.00024699167,0.000002340727,0.0000032416565,0.0000020564903,0.00042579175],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987191,0.00023060924,0.00041520895,0.000029462788,0.00048090023,0.00012473461],"domain_scores_gemma":[0.99824893,0.0002455941,0.0009746498,0.0001293154,0.0003656385,0.00003588909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032512608,0.000057081746,0.00016619034,0.000045658995,0.0010219937,0.00015012549,0.0004067713,0.000071830524,4.768745e-7],"category_scores_gemma":[0.0011253487,0.000038309303,0.000048874994,0.00018767633,0.000025454941,0.0011228191,0.00003491762,0.00021139563,0.0000015376852],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005169966,0.000055252294,0.007645142,0.00014934155,0.00018961098,1.03724e-7,0.9478634,0.00095849426,0.000029871775,0.0055812187,0.028891532,0.008584307],"study_design_scores_gemma":[0.00065635063,0.000071961345,0.0027176794,0.00008652963,0.00006958067,0.0000055397177,0.1071714,0.00020887225,0.000007178944,0.0021203775,0.8867748,0.00010975568],"about_ca_topic_score_codex":0.00004682959,"about_ca_topic_score_gemma":0.000017854232,"teacher_disagreement_score":0.891894,"about_ca_system_score_codex":0.00023346451,"about_ca_system_score_gemma":0.00010385347,"threshold_uncertainty_score":0.7860452},"labels":[],"label_agreement":null},{"id":"W7028961657","doi":"","title":"The Governance of Generative AI","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Qualitative Comparative Analysis Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Corporate governance; Generative grammar; Information governance; Project governance; Information system; Strategic alignment","score_opus":0.035066525579300234,"score_gpt":0.4144296141723778,"score_spread":0.37936308859307755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028961657","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043720756,0.004837389,0.15441301,0.1913621,0.016134504,0.0054124077,0.00030103646,0.000041144383,0.58377767],"genre_scores_gemma":[0.9776189,0.00013811632,0.00003319107,0.0002066592,0.00013927351,0.000016346685,9.60246e-7,0.0000014493655,0.021845108],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99711776,0.0008982338,0.0008206643,0.000026464822,0.0010086207,0.00012823577],"domain_scores_gemma":[0.99130416,0.0017501025,0.0026060094,0.000097838194,0.0042192806,0.000022590568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008228855,0.000045612524,0.00018138818,0.000075531716,0.00072025624,0.00019253376,0.00046850333,0.00005260882,0.0000032413946],"category_scores_gemma":[0.00723617,0.000025360583,0.00019470796,0.0006252044,0.000080632926,0.00090056384,0.0000282063,0.00015266104,0.000007725509],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003830974,0.000009791694,0.006897231,0.00002042822,0.00028103762,8.134277e-9,0.015294547,0.0014452618,0.000067107954,0.80402195,0.1711285,0.00079583726],"study_design_scores_gemma":[0.00035151394,0.000023652336,0.008529423,0.000065757406,0.000029094388,9.759267e-8,0.014580415,0.0010417044,0.0004954505,0.003529843,0.9713177,0.00003537028],"about_ca_topic_score_codex":0.00010567557,"about_ca_topic_score_gemma":0.00012528898,"teacher_disagreement_score":0.93389815,"about_ca_system_score_codex":0.00079149165,"about_ca_system_score_gemma":0.0005582386,"threshold_uncertainty_score":0.86628944},"labels":[],"label_agreement":null},{"id":"W7028988464","doi":"","title":"Human-Agent Negotiations: The Impact Agentsâ Concession Schedule and Task Complexity on Agreements","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Sports, Gender, and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Concordia University; Royal Bank of Canada","keywords":"Negotiation; Task (project management); Flexibility (engineering); Database transaction; Work (physics); Schedule; Plan (archaeology); Transaction cost","score_opus":0.08735857652538428,"score_gpt":0.38603990961529494,"score_spread":0.29868133308991063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028988464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94509804,0.00015305966,0.00064293906,0.0063275285,0.0051886444,0.0017872343,0.0001228659,0.00002707992,0.040652614],"genre_scores_gemma":[0.99696857,0.000044765133,0.00001646044,0.00021999895,0.00041801308,0.000009712806,0.000005989681,0.0000034785585,0.0023129876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813735,0.00019989978,0.0005765579,0.00004858765,0.00086358393,0.00017400949],"domain_scores_gemma":[0.99521875,0.00012220525,0.003754295,0.00020514437,0.00062988035,0.00006970609],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004091812,0.00008430002,0.00017494716,0.00004322503,0.0041117333,0.00084710354,0.00046504947,0.000105232524,0.000011926238],"category_scores_gemma":[0.00077855214,0.00004721965,0.0002208993,0.000070604176,0.00009880801,0.0013707429,0.000043571694,0.00015622213,0.0000070208175],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007100674,0.00016512568,0.45079845,0.000084093685,0.000817829,2.8455977e-7,0.2678288,0.0024246927,0.000066685956,0.105410345,0.16984817,0.0024844997],"study_design_scores_gemma":[0.0018595479,0.00011321849,0.6773591,0.00016009479,0.00008926254,0.0000025859053,0.08959856,0.00083181495,0.000032656593,0.0015085085,0.22827491,0.00016972011],"about_ca_topic_score_codex":0.00063915004,"about_ca_topic_score_gemma":0.00007026633,"teacher_disagreement_score":0.22656065,"about_ca_system_score_codex":0.0007922394,"about_ca_system_score_gemma":0.00016826107,"threshold_uncertainty_score":0.99718475},"labels":[],"label_agreement":null},{"id":"W7029424286","doi":"","title":"KEY FACTORS INFLUENCING THE ADOPTION OF\\nE-GOVERNMENT IN AUSTRALIAN\\nPUBLIC SECTORS","year":2002,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Agency (philosophy); Work (physics); Context (archaeology); Key (lock); Private sector","score_opus":0.02993126290378207,"score_gpt":0.2560079128562586,"score_spread":0.22607664995247656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029424286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9804208,0.000036849215,0.00002369994,0.0032930807,0.0018726394,0.00046309462,0.000030265583,0.0000092157115,0.013850312],"genre_scores_gemma":[0.9979897,0.000030207735,0.000008157514,0.00010176117,0.00019803162,0.0000070015735,0.000001979518,0.00000334273,0.0016598334],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970238,0.00023488673,0.0008591967,0.000035570545,0.0016655863,0.00018094692],"domain_scores_gemma":[0.9960318,0.00037578755,0.0030395591,0.00009807057,0.0004122806,0.000042471085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034611584,0.00007699834,0.00017210619,0.00008565637,0.00026731245,0.00026603893,0.00042097605,0.00011845668,0.000022806678],"category_scores_gemma":[0.00077987486,0.000046341378,0.0001573773,0.00045408236,0.000027138813,0.002334906,0.000023251961,0.000152422,0.00000625528],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001935526,0.00004592212,0.80954945,0.00008240718,0.00012423052,3.920408e-8,0.15632552,0.0022438273,0.00004751859,0.018717447,0.012403258,0.00044101],"study_design_scores_gemma":[0.0009942238,0.00006947679,0.25424168,0.00016519197,0.000051733532,0.0000012024428,0.20996606,0.0006983093,0.00016214517,0.00009769045,0.5334016,0.00015066688],"about_ca_topic_score_codex":0.00079595495,"about_ca_topic_score_gemma":0.00042256824,"teacher_disagreement_score":0.5553078,"about_ca_system_score_codex":0.0015410739,"about_ca_system_score_gemma":0.0000665529,"threshold_uncertainty_score":0.40298548},"labels":[],"label_agreement":null},{"id":"W7032912070","doi":"","title":"The Personal Health Dossier: A proposed decentralized personal health record system using verifiable credentials","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Religious and Theological Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund","keywords":"Verifiable secret sharing; Credential; Interoperability; Agency (philosophy); Information system; Autonomy; Personally identifiable information; Electronic health record","score_opus":0.024712354486908204,"score_gpt":0.32882650412191666,"score_spread":0.30411414963500844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7032912070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36962968,0.055068597,0.05792143,0.27019745,0.10785842,0.027134547,0.0007060485,0.0006115125,0.11087232],"genre_scores_gemma":[0.9952463,0.0012009661,0.00012011427,0.0005391009,0.00036899812,0.000018307655,0.0000026216342,0.0000046296127,0.0024989585],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965498,0.000851372,0.001208334,0.00006284249,0.0009209034,0.00040678255],"domain_scores_gemma":[0.99472755,0.00046044882,0.003740527,0.000074128744,0.0009067082,0.000090606714],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009324298,0.000101438956,0.0003983692,0.00007960499,0.003926525,0.00063718745,0.00032687833,0.00009806781,0.000002244974],"category_scores_gemma":[0.0010822825,0.000056062967,0.00030270725,0.00043977535,0.00006292429,0.00048148286,0.000035367393,0.00016210608,0.000003691785],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091718166,0.0001453785,0.038534936,0.001493087,0.0022310505,4.9877343e-7,0.13634016,0.0011102804,0.00002507248,0.45717344,0.3416911,0.020337809],"study_design_scores_gemma":[0.0013512461,0.000116174306,0.0018484893,0.000567041,0.00004865254,0.0000058290657,0.06258839,0.0037678494,0.000005399687,0.000522747,0.9290711,0.00010703057],"about_ca_topic_score_codex":0.0021648535,"about_ca_topic_score_gemma":0.00017623116,"teacher_disagreement_score":0.6256166,"about_ca_system_score_codex":0.0038523676,"about_ca_system_score_gemma":0.0013734632,"threshold_uncertainty_score":0.9999717},"labels":[],"label_agreement":null},{"id":"W7033535652","doi":"","title":"Robotic-Assisted Surgery: The Intersection of Emotional Detachment and Adoption","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Perception; Intersection (aeronautics); Cognition; Haptic technology; Embodied cognition; Robot","score_opus":0.015958980559891922,"score_gpt":0.21554109991805567,"score_spread":0.19958211935816375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033535652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920545,0.000062652674,0.0026581555,0.0025199957,0.0015470777,0.00034588977,0.000036537902,0.000005939402,0.00076924445],"genre_scores_gemma":[0.99975467,0.000006950739,0.000008982426,0.000060154198,0.000077057615,0.000008020543,0.000019245494,7.999944e-8,0.00006484779],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991231,0.0000896255,0.000503631,0.000025132325,0.00020097995,0.000057544636],"domain_scores_gemma":[0.9978507,0.00040082302,0.0012282385,0.000022805294,0.00048469665,0.000012719637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012072973,0.000042280288,0.00011616559,0.000020971775,0.00017273653,0.0000850979,0.000077503864,0.00005258086,0.0000018308418],"category_scores_gemma":[0.00028784908,0.000014142744,0.00013156745,0.00020223761,0.000010082992,0.0003860955,0.00001658469,0.000055489825,5.58496e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003788984,0.00015280176,0.7036984,0.00020797353,0.00042579806,4.5896023e-8,0.0006563742,0.003845803,0.0019657626,0.042710423,0.018811421,0.2271463],"study_design_scores_gemma":[0.00019941591,0.0000451629,0.94107205,0.00011796985,0.000045285822,0.0000065090703,0.0011965601,0.00086057105,0.00023708855,0.00015703816,0.05602717,0.0000351528],"about_ca_topic_score_codex":0.000032700624,"about_ca_topic_score_gemma":0.000032895685,"teacher_disagreement_score":0.23737368,"about_ca_system_score_codex":0.00023072692,"about_ca_system_score_gemma":0.00002444576,"threshold_uncertainty_score":0.13285671},"labels":[],"label_agreement":null},{"id":"W7033667579","doi":"","title":"A Sense of Giving Back: Sustainability Lens in a STEM Program","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Historical and Environmental Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Experiential learning; Intersection (aeronautics); Sense of community; Through-the-lens metering; Digital divide; Sustainable development; Social sustainability","score_opus":0.01271993628014922,"score_gpt":0.2772916457716041,"score_spread":0.26457170949145487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033667579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8638517,0.00047872518,0.0011607549,0.012751966,0.0049464344,0.0040574726,0.00004325408,0.000035595178,0.11267408],"genre_scores_gemma":[0.9955865,0.000022674807,0.000027077982,0.000030383633,0.000037757898,0.000014663594,2.8178752e-7,0.0000010014614,0.004279651],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987173,0.00016428404,0.00062010525,0.000024218154,0.00036078526,0.000113315655],"domain_scores_gemma":[0.99832463,0.0002208009,0.001015729,0.00004761443,0.00037531572,0.000015897347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024540024,0.000039144878,0.00016948892,0.00008053398,0.00018909854,0.000035187986,0.00008369711,0.00006141656,0.0000011267153],"category_scores_gemma":[0.00089616154,0.000027570786,0.000115274685,0.00032485128,0.00003073945,0.0005413969,0.000024100673,0.0000741263,0.0000018018737],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013433273,0.0003157843,0.8141856,0.0009462501,0.00023972138,3.1096292e-7,0.093196,0.0045541027,0.000022159307,0.04630723,0.021016045,0.01908244],"study_design_scores_gemma":[0.0005080537,0.000045078952,0.054683562,0.0001051409,0.000017660248,4.3262975e-7,0.031072913,0.00016356214,0.000014274337,0.00028981437,0.91305315,0.000046355704],"about_ca_topic_score_codex":0.0004988746,"about_ca_topic_score_gemma":0.00014273093,"teacher_disagreement_score":0.8920371,"about_ca_system_score_codex":0.0027144852,"about_ca_system_score_gemma":0.00012907959,"threshold_uncertainty_score":0.70982844},"labels":[],"label_agreement":null},{"id":"W7034058288","doi":"","title":"Studying the Adoption of AI Artifacts","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Affect (linguistics); Information technology; Information system; Technology acceptance model","score_opus":0.024348483295337165,"score_gpt":0.3444076609152872,"score_spread":0.32005917761995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034058288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4345258,0.0012687691,0.025831778,0.16194111,0.047010068,0.0054847803,0.000074815085,0.00010341085,0.3237595],"genre_scores_gemma":[0.9956848,0.000022181972,0.000027961492,0.00059005676,0.0002312459,0.000012795159,0.0000020200107,0.0000014460022,0.0034275171],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984645,0.00020363377,0.0007108671,0.00002226055,0.000506528,0.000092210525],"domain_scores_gemma":[0.99527687,0.00040912957,0.0018984206,0.00008346132,0.0023195003,0.000012620337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004688442,0.000043464734,0.00012613148,0.0001371032,0.00059605285,0.00013787224,0.00021895488,0.00005403994,0.000007789018],"category_scores_gemma":[0.0031566718,0.000025623172,0.000103748134,0.0005908733,0.000032859545,0.000753564,0.00001600782,0.0001102494,0.0000019646793],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038150556,0.0000658734,0.14094721,0.00014782729,0.00042439767,1.4217508e-8,0.15142524,0.0016995252,0.00006639359,0.5593639,0.1400884,0.005733049],"study_design_scores_gemma":[0.00039891107,0.000016802842,0.06047951,0.0001136122,0.000056655368,3.6377622e-7,0.14041765,0.00007227534,0.00009322339,0.00061730586,0.7976899,0.00004376871],"about_ca_topic_score_codex":0.000177991,"about_ca_topic_score_gemma":0.0001569645,"teacher_disagreement_score":0.65760154,"about_ca_system_score_codex":0.0003683437,"about_ca_system_score_gemma":0.0002799829,"threshold_uncertainty_score":0.4584417},"labels":[],"label_agreement":null},{"id":"W7034402352","doi":"","title":"Usersâ Interdependence with Online Virtual Advisors: Antecedents and Consequences","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Construct (python library); Cued speech; Perception; Affect (linguistics); Artifact (error); Risk perception; Reuse","score_opus":0.020806754989681413,"score_gpt":0.2484830759973875,"score_spread":0.2276763210077061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034402352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98781455,0.000104222985,0.0029406468,0.0009078958,0.0009848798,0.00077844545,0.000058113426,0.000011821569,0.006399447],"genre_scores_gemma":[0.9985813,0.00003098216,0.00013778592,0.00019851474,0.00006341286,0.0000044487706,0.0000050061367,0.0000027863634,0.00097577093],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895465,0.000038087415,0.00046806582,0.000031422274,0.00043308042,0.00007468588],"domain_scores_gemma":[0.9980569,0.00003906284,0.0012445195,0.00006849555,0.0005377446,0.00005328436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006483587,0.000059409143,0.00017928622,0.00011464016,0.00005807362,0.00006508285,0.00008829877,0.000036051006,0.000004445042],"category_scores_gemma":[0.00021664948,0.000030561987,0.000085251944,0.00010202469,0.000022526827,0.00058019935,0.00002081533,0.00007005992,0.000004584565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0055046715,0.0010897275,0.8690034,0.0017083152,0.0070986934,0.00001739524,0.039589684,0.0013842124,0.00089715014,0.022359662,0.037180044,0.014167003],"study_design_scores_gemma":[0.0142974,0.0038701184,0.81640625,0.0039154007,0.0025684265,0.00048066198,0.054848377,0.0038306247,0.0015407501,0.00026432436,0.09747881,0.0004988362],"about_ca_topic_score_codex":0.00001695575,"about_ca_topic_score_gemma":0.000004799799,"teacher_disagreement_score":0.060298763,"about_ca_system_score_codex":0.0001251355,"about_ca_system_score_gemma":0.000058033944,"threshold_uncertainty_score":0.12462817},"labels":[],"label_agreement":null},{"id":"W7034633753","doi":"","title":"Using Dashboards to Teach Business 101","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Medical Education and Admissions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Business intelligence; Business analytics; Dashboard; Vocabulary; Business domain; Analytics; Curriculum; Business process; Software deployment; Learning analytics","score_opus":0.03125179662188195,"score_gpt":0.3618619333999534,"score_spread":0.33061013677807144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034633753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3119708,0.00041086378,0.24018829,0.27128753,0.05418159,0.0067155417,0.00012633916,0.00014577773,0.114973255],"genre_scores_gemma":[0.96414405,0.000006711444,0.0012973209,0.008247592,0.0005703713,0.000015317193,0.000010680332,0.000006410014,0.025701573],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985833,0.000047905,0.00073220814,0.00003147637,0.00049903523,0.00010605492],"domain_scores_gemma":[0.9968665,0.00012082185,0.0008857749,0.00011905557,0.0018185149,0.00018929438],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0013716214,0.0000593684,0.00021313765,0.00025640606,0.0001472224,0.00007786539,0.00012195472,0.000084967665,0.00001618269],"category_scores_gemma":[0.011202412,0.000036758793,0.0001224522,0.0005920726,0.0000055408527,0.00032290508,0.000020274376,0.00013650862,0.000010947353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027526057,0.00022877417,0.035397492,0.000906312,0.00052587304,3.2501458e-7,0.003911927,0.005305309,0.0022051714,0.012112247,0.93268967,0.0064416234],"study_design_scores_gemma":[0.0011331458,0.000027186354,0.02291036,0.0006376441,0.00012239566,0.000021916068,0.0014670601,0.0015869095,0.00019222901,0.00003610289,0.9718181,0.00004696025],"about_ca_topic_score_codex":0.000008845126,"about_ca_topic_score_gemma":3.4554742e-7,"teacher_disagreement_score":0.6521732,"about_ca_system_score_codex":0.0006728031,"about_ca_system_score_gemma":0.0012368693,"threshold_uncertainty_score":0.99712664},"labels":[],"label_agreement":null},{"id":"W7034685939","doi":"","title":"Understanding Communication Interdependencies in Corporate Sustainability Discourse","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Sustainability; Corporate sustainability; Interdependence; Social connectedness; Leverage (statistics); Sustainability organizations; Corporate communication; Lexicon; Typology; Social sustainability","score_opus":0.033121603172369896,"score_gpt":0.265087268983598,"score_spread":0.23196566581122813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034685939","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17082828,0.00032035107,0.8093052,0.0017424731,0.008559815,0.001608406,0.00006216543,0.00008348711,0.0074898405],"genre_scores_gemma":[0.9996535,0.00003375495,0.0000756606,0.000017499238,0.000017140368,0.000010993365,0.0000033288106,0.0000028513596,0.000185231],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991496,0.000048473776,0.0005643852,0.000016571472,0.00013838554,0.00008255971],"domain_scores_gemma":[0.9986955,0.00010451143,0.000757982,0.00009930345,0.00033169743,0.000010987482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013621141,0.0000496137,0.00013380875,0.00012577836,0.00006419926,0.000091501315,0.00014990276,0.00005631229,3.6696142e-7],"category_scores_gemma":[0.00038823896,0.000037265654,0.000052741267,0.00016833527,0.000005829827,0.0008661123,0.000021535863,0.000095663185,5.276385e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007740374,0.000023784152,0.0061574895,0.0008503249,0.00013051744,1.17382605e-7,0.004152816,0.59836185,0.0005691673,0.3819876,0.007089773,0.00059917755],"study_design_scores_gemma":[0.009187679,0.00017277831,0.0131125115,0.0029123418,0.00026318186,0.000024342784,0.17205396,0.31092784,0.008752987,0.3527064,0.12905152,0.0008344723],"about_ca_topic_score_codex":0.000003962215,"about_ca_topic_score_gemma":0.000012088909,"teacher_disagreement_score":0.82882524,"about_ca_system_score_codex":0.0023756777,"about_ca_system_score_gemma":0.00006192139,"threshold_uncertainty_score":0.6212315},"labels":[],"label_agreement":null},{"id":"W7036474440","doi":"","title":"The Bright and Dark Sides of Digitalization for Supply Chain Resilience","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Phytochemistry Medicinal Plant Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Supply chain; Resilience (materials science); Metropolitan area; Supply chain management; Unintended consequences; Key (lock); Emerging technologies","score_opus":0.006601844925656469,"score_gpt":0.22106743396830633,"score_spread":0.21446558904264987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036474440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97049457,0.00060122646,0.0040860744,0.0146654155,0.0012192967,0.0023641523,0.00059021177,0.000020064625,0.0059589683],"genre_scores_gemma":[0.99912983,0.000027294229,0.000014129365,0.00005208596,0.00007182428,0.000026374866,0.000019456891,2.0750285e-7,0.00065880414],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992197,0.000023912884,0.00045970568,0.000027630504,0.00020001733,0.00006900284],"domain_scores_gemma":[0.9973017,0.00097341096,0.0011285612,0.00003153127,0.0005487742,0.000016025624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009861768,0.00003947839,0.00009692356,0.000011607539,0.00024503563,0.000093035174,0.00018239145,0.000042283464,1.8228663e-7],"category_scores_gemma":[0.001036227,0.000012613016,0.00006064864,0.00017901638,0.000019225861,0.000319178,0.000014616481,0.000035195848,1.887147e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083644816,0.00015555341,0.22115019,0.0009888652,0.0005982817,6.6255765e-8,0.0024649762,0.0030557038,0.19791453,0.16775894,0.31154755,0.09352891],"study_design_scores_gemma":[0.00097448507,0.0001707661,0.27007854,0.00045720866,0.00010751727,0.000014923704,0.003914494,0.003906749,0.020813892,0.008498036,0.690914,0.00014940748],"about_ca_topic_score_codex":0.000008569588,"about_ca_topic_score_gemma":0.000009039319,"teacher_disagreement_score":0.37936643,"about_ca_system_score_codex":0.000069345406,"about_ca_system_score_gemma":0.000023670831,"threshold_uncertainty_score":0.18846406},"labels":[],"label_agreement":null},{"id":"W7036527279","doi":"","title":"Can I Recommend this App? mHealth Recommendation Guidelines by Health Professional Governing Bodies in Canada","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Protein Structure and Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"mHealth; Parallels; Health professionals; Popularity; Health care; Position (finance); Position paper; Healthcare system","score_opus":0.009885874203994244,"score_gpt":0.2888420711755846,"score_spread":0.27895619697159035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036527279","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32882968,0.0068433974,0.04261147,0.5406796,0.05000472,0.0077862535,0.0058715227,0.000047775018,0.017325616],"genre_scores_gemma":[0.9897879,0.00023606895,0.0004212417,0.0059508057,0.00020353647,0.00003068099,0.0004890658,0.000006778291,0.0028739166],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859005,0.00012746728,0.0008891737,0.000046839992,0.00021355583,0.00013291577],"domain_scores_gemma":[0.9974981,0.000046458903,0.0018585133,0.00007619877,0.00049138814,0.000029343344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014434019,0.000072127616,0.00016529784,0.00005521795,0.00014222175,0.00003564528,0.00014072275,0.00007610752,0.0000010968146],"category_scores_gemma":[0.0006369535,0.000053046297,0.000054014985,0.000089697634,0.0000032030957,0.00003227059,0.000032730444,0.00012083365,1.8764952e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007175469,0.000009145433,0.03000189,0.0001508798,0.00008462395,1.6257687e-8,0.00025625786,0.001114558,0.00022512124,0.00034143054,0.9579052,0.009839171],"study_design_scores_gemma":[0.0008910197,0.000058755737,0.0035718144,0.00015812404,0.000009549217,0.0000035850721,0.0011353842,0.0015391315,0.00038343572,0.00008367438,0.99208736,0.00007816929],"about_ca_topic_score_codex":0.041349303,"about_ca_topic_score_gemma":0.10131119,"teacher_disagreement_score":0.66095823,"about_ca_system_score_codex":0.0014946708,"about_ca_system_score_gemma":0.0019229254,"threshold_uncertainty_score":0.9650344},"labels":[],"label_agreement":null},{"id":"W7036589186","doi":"","title":"Clinical Decision Support Systems Continuance: Integrating Physiciansâ Professional Identity with Delone & McLean IS Success Model","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Optical measurement and interference techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Continuance; Extant taxon; Information system; Identity (music); Information quality; Health care; Healthcare system; Management information systems","score_opus":0.03490112784338131,"score_gpt":0.3376154115978455,"score_spread":0.3027142837544642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036589186","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036291238,0.000009989196,0.9571949,0.00043562785,0.002687088,0.0005037598,0.000010604663,0.00004912739,0.0028176208],"genre_scores_gemma":[0.99086726,0.0000047921185,0.007977826,0.00032307516,0.00024224358,0.000022036833,0.0000032968098,0.0000060783104,0.00055340194],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99652815,0.00020633738,0.0015787713,0.00010347345,0.0013804603,0.0002027937],"domain_scores_gemma":[0.9930695,0.00038564377,0.0034206053,0.00028425726,0.0027641703,0.000075772405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0069231666,0.00013461562,0.00039539434,0.00012588006,0.00022982109,0.000754413,0.0009948374,0.00014003986,9.321537e-7],"category_scores_gemma":[0.0010729821,0.000077957746,0.00020847905,0.00026891497,0.000021292652,0.005583793,0.00009596293,0.00031889853,0.00001617023],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006078977,0.0005085032,0.18222092,0.00064781087,0.00066571863,3.423359e-7,0.008833384,0.01669523,0.0005367569,0.5687693,0.18837446,0.03213973],"study_design_scores_gemma":[0.0030958368,0.0008028446,0.011482934,0.0025035783,0.0001091763,0.000026024776,0.00071894634,0.9349296,0.0005288722,0.0041912897,0.041130766,0.00048013608],"about_ca_topic_score_codex":0.0000108871145,"about_ca_topic_score_gemma":0.000008504841,"teacher_disagreement_score":0.954576,"about_ca_system_score_codex":0.00030950032,"about_ca_system_score_gemma":0.00016422843,"threshold_uncertainty_score":0.7274822},"labels":[],"label_agreement":null},{"id":"W7037066468","doi":"","title":"Diagnosing Organizational Memory Mismatches in the ERP Usage Stage","year":2000,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; University of Twente","keywords":"Organizational memory; Point (geometry); Memory management; Memory errors; Stage (stratigraphy); Focus (optics); Information processing theory","score_opus":0.017395723007896467,"score_gpt":0.24739195190817306,"score_spread":0.2299962289002766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037066468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.876907,0.00014148864,0.0014988068,0.014474078,0.00578555,0.0030490148,0.00010782369,0.0000719586,0.097964294],"genre_scores_gemma":[0.9950592,0.0000056383346,0.000015439693,0.0024308164,0.0008333701,0.000015295429,0.000024031817,0.000008167503,0.0016080755],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99800485,0.00007321029,0.0010051804,0.0000401356,0.00071873365,0.00015786095],"domain_scores_gemma":[0.9970853,0.0002651769,0.0020442652,0.000112802234,0.00048389225,0.000008576294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033911655,0.00009451526,0.00017658228,0.00020729267,0.0002575773,0.000839462,0.0003415377,0.000058259175,0.0001036233],"category_scores_gemma":[0.00073074584,0.000056633966,0.00011774579,0.00055055594,0.000008093286,0.0037920505,0.000015674314,0.000121994395,0.00009577861],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019526268,0.00026289394,0.4555624,0.001063214,0.00037484927,0.0000019920078,0.0246663,0.041422285,0.00020058469,0.06671035,0.4017026,0.007837225],"study_design_scores_gemma":[0.0021401988,0.000017345217,0.109524,0.00016246589,0.00005831676,0.000015394799,0.013998772,0.0038828764,0.000037582402,0.0002247992,0.86976933,0.00016890217],"about_ca_topic_score_codex":0.0001261888,"about_ca_topic_score_gemma":0.000024904186,"teacher_disagreement_score":0.46806672,"about_ca_system_score_codex":0.0002674988,"about_ca_system_score_gemma":0.000056409033,"threshold_uncertainty_score":0.80949515},"labels":[],"label_agreement":null},{"id":"W7037164382","doi":"","title":"Dissecting the anatomies of design theories and design principles: A synthesized design framework","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Bridge (graph theory); Designtheory; Design elements and principles; Confusion; Generative Design; Design science; Design knowledge; Design technology","score_opus":0.022393991132339437,"score_gpt":0.2673157413228733,"score_spread":0.24492175019053383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037164382","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012151722,0.00043732402,0.99318784,0.0006303629,0.0021333653,0.0008156071,0.000005249177,0.000029298839,0.0015457857],"genre_scores_gemma":[0.99196947,0.000094083916,0.0071625044,0.000077514705,0.00009162031,0.00004617039,4.766887e-7,0.000008707576,0.00054946635],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982726,0.00044134702,0.0008283457,0.000034405377,0.00030162427,0.00012168773],"domain_scores_gemma":[0.989618,0.008099521,0.001376878,0.00014639768,0.0007340862,0.000025114423],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006608965,0.00010249532,0.00023357,0.00015452839,0.00022570476,0.00025323124,0.00024970036,0.00011023248,0.000001741229],"category_scores_gemma":[0.00862317,0.0000621918,0.00009058355,0.00035493838,0.00002099792,0.0009254953,0.000015251085,0.0002043059,0.0000018175945],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045559774,0.000038223134,0.0022845466,0.00066127704,0.0012363791,1.018099e-7,0.02597514,0.758353,0.000539454,0.19344698,0.014130427,0.0028789036],"study_design_scores_gemma":[0.0042707296,0.00039709389,0.015092152,0.0039511016,0.0016092082,0.00010387647,0.08742707,0.5248207,0.042661633,0.061491735,0.25718462,0.0009900868],"about_ca_topic_score_codex":0.0000027461133,"about_ca_topic_score_gemma":2.2119299e-7,"teacher_disagreement_score":0.9907543,"about_ca_system_score_codex":0.00024047912,"about_ca_system_score_gemma":0.0001328472,"threshold_uncertainty_score":0.9997276},"labels":[],"label_agreement":null},{"id":"W7037246001","doi":"","title":"Does âEvaluating Journal Quality and the Association for Information Systems Senior Scholars Journal Basketâ¦â Support the Basket with Bibliometric Measures?","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Mediterranean and Iberian flora and fauna","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Centrality; Sample (material); Quality (philosophy); Replication (statistics); Association (psychology); Set (abstract data type); Relevance (law); Replicate","score_opus":0.041764942963309834,"score_gpt":0.2776869482949698,"score_spread":0.23592200533165997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037246001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8843451,0.0010223582,0.0073437467,0.04234062,0.045012604,0.008879398,0.0010293695,0.00009797576,0.00992883],"genre_scores_gemma":[0.99483633,0.00012949546,0.000052990606,0.0007696444,0.0034718048,0.000034585835,0.000024885112,0.0000025288111,0.0006777468],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945289,0.0010091432,0.0019412821,0.00007048575,0.0020989766,0.0003512207],"domain_scores_gemma":[0.98369724,0.0019360861,0.008624071,0.00009108503,0.0055140858,0.00013746215],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.034116074,0.00018421863,0.0004336907,0.0005898464,0.002100684,0.0035677222,0.00053658936,0.0002006839,0.000009110973],"category_scores_gemma":[0.0065255896,0.000044306315,0.00033617948,0.0028989655,0.00006225897,0.0044686706,0.000038589696,0.0005036363,0.000009929222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009070208,0.00027991395,0.28332576,0.0011054052,0.0051232087,0.0000012148948,0.052550856,0.002154574,0.002554552,0.014672905,0.37044334,0.25871804],"study_design_scores_gemma":[0.00646892,0.0009991191,0.16465655,0.000307016,0.00041137447,0.00035336363,0.018329974,0.0028398852,0.00010208602,0.00042127687,0.8047788,0.00033163483],"about_ca_topic_score_codex":0.000030463412,"about_ca_topic_score_gemma":0.000018193248,"teacher_disagreement_score":0.43433544,"about_ca_system_score_codex":0.00053537247,"about_ca_system_score_gemma":0.00014953356,"threshold_uncertainty_score":0.99919844},"labels":[],"label_agreement":null},{"id":"W7037795770","doi":"","title":"Factors Affecting Student's Performance and Intention to Use Hybrid Mode Learning","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Mode (computer interface); Affect (linguistics); Focus (optics); Resource (disambiguation); Data collection","score_opus":0.020569997268500905,"score_gpt":0.3107565723471824,"score_spread":0.2901865750786815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037795770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964982,0.0000037055925,0.0013515261,0.00009796988,0.00091758266,0.00012865855,0.0000067380074,0.0000060733037,0.0009895021],"genre_scores_gemma":[0.9977149,0.000006970504,0.00004508,0.000062195955,0.00002479426,0.0000027409487,0.000005773609,0.0000021673438,0.0021354016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99925494,0.00008554927,0.0003261245,0.000036626923,0.00021084491,0.00008591437],"domain_scores_gemma":[0.998879,0.00018216782,0.00072841515,0.0000460848,0.00013006279,0.000034282628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058497995,0.00005088471,0.00009883575,0.00004087943,0.000259845,0.00014516154,0.00007280845,0.000035915156,0.0000073984943],"category_scores_gemma":[0.0007463859,0.00003530589,0.00006650593,0.00009860083,0.0000061607398,0.0015665061,0.000048739,0.00013007798,0.00002007731],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009337744,0.000008155783,0.9827711,0.0000064139062,0.000032259344,4.1565098e-8,0.0017589681,0.013629685,0.000717677,0.00002310978,0.0005376305,0.0005056415],"study_design_scores_gemma":[0.00017609441,0.00004610485,0.9619479,0.000037172416,0.000020451404,0.000020008438,0.0018959515,0.0017319126,0.0011443028,0.0000023667767,0.032931775,0.000045912435],"about_ca_topic_score_codex":0.00002721039,"about_ca_topic_score_gemma":0.0000106438965,"teacher_disagreement_score":0.032394145,"about_ca_system_score_codex":0.00039263954,"about_ca_system_score_gemma":0.000009761538,"threshold_uncertainty_score":0.19985439},"labels":[],"label_agreement":null},{"id":"W7038373572","doi":"","title":"The Impact of AI Ethicality on Clinical Decision-making: The Role of AI Trustworthiness and Representativeness","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Trustworthiness; Representativeness heuristic; Health care; Perception; Empirical research; Health professionals; Test (biology)","score_opus":0.07774493914708844,"score_gpt":0.5245358896136144,"score_spread":0.44679095046652595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038373572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9785565,0.00033510875,0.00361213,0.012877086,0.002459783,0.0010223872,0.000023763767,0.0000054210764,0.0011078098],"genre_scores_gemma":[0.999321,0.00006214483,0.000014925803,0.00035186697,0.0001618898,0.0000093847575,0.0000016352265,0.0000025491577,0.00007462021],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997286,0.00036300014,0.0017252406,0.000044147735,0.00048550757,0.000096066964],"domain_scores_gemma":[0.9886061,0.006032972,0.0025462545,0.00022908213,0.0025517454,0.000033843495],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007556648,0.000064767715,0.0003017126,0.00008704654,0.00023984538,0.00006263076,0.00017403552,0.00014755962,0.0000012705276],"category_scores_gemma":[0.011658009,0.000028287905,0.00028103543,0.00030324288,0.000063991225,0.00027778957,0.000025344929,0.00043531344,9.3363104e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014302749,0.000089082176,0.92021585,0.00012710378,0.00036834637,3.7927098e-8,0.00431011,0.0034823031,0.000018046258,0.014990891,0.0074899737,0.04747799],"study_design_scores_gemma":[0.00058352004,0.0007236062,0.909036,0.0016352681,0.0002370677,0.0000160443,0.01610251,0.013525268,0.0012094586,0.03715319,0.019689694,0.000088376095],"about_ca_topic_score_codex":0.00018289265,"about_ca_topic_score_gemma":0.0000082395545,"teacher_disagreement_score":0.04738961,"about_ca_system_score_codex":0.00025627852,"about_ca_system_score_gemma":0.00061026396,"threshold_uncertainty_score":0.9966672},"labels":[],"label_agreement":null},{"id":"W7038441024","doi":"","title":"The Impact of Phishing Susceptibility on Different Individual Outcomes","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Phishing; Psychological intervention; Coping (psychology); Outcome (game theory); Information security","score_opus":0.01487925710949535,"score_gpt":0.2838969383017715,"score_spread":0.26901768119227615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038441024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9401781,0.00006598078,0.045462597,0.0027612299,0.008591636,0.000724229,0.00003655345,0.000033578606,0.0021461204],"genre_scores_gemma":[0.99964315,0.000003692934,0.000027166676,0.000054128985,0.000054286138,0.0000050556346,9.63865e-7,0.0000014020977,0.00021016505],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983629,0.00016276145,0.0007537283,0.00003843136,0.00057259685,0.000109567874],"domain_scores_gemma":[0.9960391,0.00093346,0.002184896,0.00023559478,0.00058570213,0.000021244894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030173927,0.00007404958,0.00018564626,0.0001328555,0.00028379585,0.0004900986,0.00071460084,0.00006703905,2.2352461e-7],"category_scores_gemma":[0.0014931523,0.000034570392,0.00034258908,0.0002661624,0.000008785492,0.0010927888,0.000059991817,0.00016005016,0.0000013564093],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017157136,0.00015138675,0.8299238,0.00012964259,0.0014205297,5.0935576e-8,0.008408842,0.028226504,0.00025135893,0.07076891,0.039781533,0.020765843],"study_design_scores_gemma":[0.0009211606,0.00021770438,0.9828511,0.000110357374,0.000035580884,0.0000022723063,0.00033667427,0.008280717,0.0007417012,0.0021478957,0.004283485,0.00007136099],"about_ca_topic_score_codex":0.00004577141,"about_ca_topic_score_gemma":0.0000073414285,"teacher_disagreement_score":0.15292726,"about_ca_system_score_codex":0.0006410866,"about_ca_system_score_gemma":0.000105587875,"threshold_uncertainty_score":0.4726032},"labels":[],"label_agreement":null},{"id":"W7038478187","doi":"","title":"How observational crowdsourcing disrupts serendipity: Designing for pluripotent data with the data design framework","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Mobile Crowdsensing and Crowdsourcing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Crowdsourcing; Serendipity; Observational study; Data quality; Quality (philosophy); Design science; Process (computing)","score_opus":0.07905142180691624,"score_gpt":0.2885886818898246,"score_spread":0.20953726008290838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038478187","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00046830278,0.00012560375,0.9832096,0.013584798,0.0015800204,0.000852277,0.00008105355,0.0000314624,0.00006684189],"genre_scores_gemma":[0.8762637,0.000008933603,0.120561495,0.0011545002,0.00058834546,0.00005304353,0.00010173733,0.000015526342,0.0012527324],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978512,0.0002466974,0.0006984131,0.0001670004,0.0007838719,0.00025283787],"domain_scores_gemma":[0.9923479,0.002492058,0.0025839233,0.0013260819,0.0012069981,0.000043071523],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0072877016,0.00014710033,0.000266585,0.00013581762,0.00086611375,0.0024554331,0.0031211928,0.00011347591,1.1726157e-7],"category_scores_gemma":[0.0030804975,0.000083148196,0.00009482349,0.0005266423,0.00002005091,0.0044424436,0.00044734604,0.00026684455,8.0076796e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037446743,0.00011034942,0.009293262,0.0008067863,0.0022122606,0.0000011026984,0.010528139,0.3471275,0.00043524144,0.13555151,0.46557224,0.027987134],"study_design_scores_gemma":[0.0012171664,0.00008819344,0.002642019,0.00080353615,0.00022110868,0.000036270838,0.0021771637,0.7482133,0.0003071868,0.0013301005,0.2427435,0.00022046204],"about_ca_topic_score_codex":0.0000074965774,"about_ca_topic_score_gemma":0.0000033306458,"teacher_disagreement_score":0.87579536,"about_ca_system_score_codex":0.00032756603,"about_ca_system_score_gemma":0.00043354539,"threshold_uncertainty_score":0.9985801},"labels":[],"label_agreement":null},{"id":"W7038544588","doi":"","title":"The impact of platform workers’ technological self-efficacy on their algorithm sensemaking efforts","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Sensemaking; Context (archaeology); Process (computing); Plan (archaeology); Scale (ratio)","score_opus":0.008325586128745482,"score_gpt":0.2534901195606516,"score_spread":0.2451645334319061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038544588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870121,0.0005920962,0.0052023544,0.00024152768,0.0012790343,0.00095234707,0.0006828822,0.000020933443,0.0040167216],"genre_scores_gemma":[0.99958193,0.00005333738,0.000050301413,0.00003082842,0.00007543603,0.00000679466,0.000020675478,0.0000028446307,0.00017783491],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990779,0.000045018638,0.000517499,0.00003897105,0.0001991898,0.00012141989],"domain_scores_gemma":[0.9980361,0.00017930185,0.0012550654,0.00014178408,0.00036590552,0.000021855987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009792108,0.00008395436,0.00014838214,0.00006733336,0.00018286007,0.00007167985,0.00020797638,0.0001397531,1.7893748e-7],"category_scores_gemma":[0.0005730691,0.00003965676,0.00033471058,0.00013797104,0.000014880145,0.000022405167,0.000035827707,0.00009293976,8.364629e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004393097,0.0019041817,0.25390366,0.0006236644,0.014921093,0.0000033240124,0.0023319055,0.08223552,0.14954054,0.022966227,0.23980145,0.22737531],"study_design_scores_gemma":[0.0064057866,0.0019108657,0.42954066,0.0010956923,0.0004165272,0.00014106592,0.0045920564,0.016802678,0.030721584,0.0006148439,0.50713617,0.00062206533],"about_ca_topic_score_codex":0.0000025495137,"about_ca_topic_score_gemma":4.5753225e-7,"teacher_disagreement_score":0.2673347,"about_ca_system_score_codex":0.00014935643,"about_ca_system_score_gemma":0.000119093034,"threshold_uncertainty_score":0.16171557},"labels":[],"label_agreement":null},{"id":"W7038850035","doi":"","title":"Knowledge Brokering for AI Outsourcing Governance: An Agency and Relational Contract Theory Perspective","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Phytoplasmas and Hemiptera pathogens","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Outsourcing; Agency (philosophy); Perspective (graphical); Corporate governance; Knowledge process outsourcing; Service provider; Relational view; Field (mathematics)","score_opus":0.013885180356430413,"score_gpt":0.25437445273937576,"score_spread":0.24048927238294535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038850035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96909195,0.0010913627,0.0048349993,0.0042198817,0.003295485,0.0014283581,0.0005370448,0.00003121471,0.015469675],"genre_scores_gemma":[0.9985987,0.00001327076,0.00004006742,0.00013945045,0.000262008,0.000013831586,0.000007377835,4.387311e-7,0.00092488946],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99927706,0.000058243582,0.00038428677,0.00004282106,0.00014445673,0.00009315287],"domain_scores_gemma":[0.99791276,0.00046343877,0.00083237886,0.000022718881,0.00074268976,0.000025990963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012801241,0.00005783836,0.00013454369,0.000016261922,0.0002878833,0.00012857103,0.00010117386,0.00007129866,0.0000017489932],"category_scores_gemma":[0.00055579166,0.000023080836,0.00011733266,0.00010154227,0.000006925613,0.00085061975,0.0000151482645,0.00008264201,8.090814e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003104014,0.000084599655,0.112919986,0.00011175146,0.00027367636,7.0861866e-8,0.008135645,0.0011264884,0.006172031,0.8441232,0.0063681738,0.020373983],"study_design_scores_gemma":[0.0013930767,0.00021453924,0.6989975,0.00025102225,0.000109132874,0.00001242032,0.0047310013,0.007137256,0.00067039474,0.009913383,0.27639022,0.00018002477],"about_ca_topic_score_codex":0.000005150971,"about_ca_topic_score_gemma":0.000018479303,"teacher_disagreement_score":0.8342098,"about_ca_system_score_codex":0.00028588282,"about_ca_system_score_gemma":0.000031679476,"threshold_uncertainty_score":0.22141947},"labels":[],"label_agreement":null},{"id":"W7039174724","doi":"","title":"Linguistic Markers of AI-Generated Text: A Comparative Analysis of Machine-Identified and Human-Inferred Predictors","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perplexity; Lexical diversity; Lexical choice; Quality (philosophy); Computational linguistics; Word lists by frequency; Generative grammar; Ask price; Diversity (politics)","score_opus":0.014887625861522905,"score_gpt":0.2786338573205616,"score_spread":0.2637462314590387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039174724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99772716,0.00004392122,0.000118092255,0.000079082165,0.00026385745,0.00028630262,0.00016769624,0.0000079941765,0.0013059085],"genre_scores_gemma":[0.99966305,0.0000031936777,0.0000074449695,0.00002531039,0.000020021793,0.0000067988153,0.00003419512,1.9912423e-7,0.0002397555],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987882,0.00010060289,0.0007754389,0.000031536485,0.00024225161,0.00006197355],"domain_scores_gemma":[0.9970274,0.0001900345,0.0016844856,0.000032026863,0.0010503085,0.000015744277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091185974,0.000057891542,0.00031981646,0.000111410096,0.00010456556,0.000059882896,0.00013473452,0.00006904322,0.000002991436],"category_scores_gemma":[0.0002223748,0.000022684248,0.00019769477,0.0005582915,0.000015007399,0.0001898868,0.000016762318,0.00007137212,8.945802e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038401602,0.00011584555,0.8617432,0.00012528806,0.0030334904,8.885896e-8,0.002869454,0.0010799555,0.11305937,0.01314783,0.0033162811,0.0011251915],"study_design_scores_gemma":[0.0004468439,0.00017250075,0.98542714,0.00008781854,0.00094908365,5.8595856e-7,0.0006206761,0.0045294133,0.0041497517,0.000098545264,0.003454658,0.00006300326],"about_ca_topic_score_codex":0.00024891374,"about_ca_topic_score_gemma":0.00011403196,"teacher_disagreement_score":0.12368394,"about_ca_system_score_codex":0.000082675826,"about_ca_system_score_gemma":0.000017720758,"threshold_uncertainty_score":0.09250368},"labels":[],"label_agreement":null},{"id":"W7039503400","doi":"","title":"A Maturity Model for SME Sustainability: Empirical Classification and Validation","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Sustainability; Maturity (psychological); Capability Maturity Model; Principal component analysis; Random forest; Empirical research; Principal (computer security); Empirical evidence","score_opus":0.039476288706993094,"score_gpt":0.31210969142088346,"score_spread":0.27263340271389036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039503400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8066609,0.000049265742,0.1615491,0.021280248,0.0027035682,0.00391668,0.000029414065,0.00007332612,0.0037375255],"genre_scores_gemma":[0.9980978,0.0000012726161,0.00012906911,0.00039499396,0.00024459226,0.00004832244,0.000014258039,0.0000045823635,0.0010651543],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983921,0.0000337038,0.001033654,0.0000656596,0.00034847928,0.00012641249],"domain_scores_gemma":[0.9923175,0.00031396697,0.00352216,0.000119592034,0.0037182646,0.000008537373],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0048481748,0.00007941581,0.00020496544,0.00023565737,0.00030887307,0.0005884023,0.00013454705,0.00011994135,2.5494538e-7],"category_scores_gemma":[0.010487814,0.00006144714,0.00016102023,0.00037961427,0.000014158128,0.0024876383,0.000048599282,0.00010341685,9.664896e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009192208,0.00013669966,0.61889505,0.0038075899,0.0003081991,9.245774e-8,0.0024657433,0.020834975,0.00027172678,0.29674402,0.042632125,0.012984592],"study_design_scores_gemma":[0.00139994,0.000013681252,0.07432901,0.0001017878,0.00021820431,0.0000017320054,0.0034612038,0.7420202,0.000029841887,0.060102943,0.11817773,0.00014373583],"about_ca_topic_score_codex":0.000015193633,"about_ca_topic_score_gemma":0.0000057428574,"teacher_disagreement_score":0.7211852,"about_ca_system_score_codex":0.00084036734,"about_ca_system_score_gemma":0.00029117323,"threshold_uncertainty_score":0.99784726},"labels":[],"label_agreement":null},{"id":"W7039640995","doi":"","title":"Navigating the Future of IT Project Management: From Global Crises to AI-Driven Transformation","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Appreciative Inquiry and Organizational Change","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Agile software development; Digital transformation; Context (archaeology); Project management; Information system; Organizational change","score_opus":0.016697997341079792,"score_gpt":0.28723660881837115,"score_spread":0.27053861147729136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039640995","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2943488,0.0011975128,0.29905802,0.19615142,0.04400173,0.016329633,0.0016050229,0.00025680478,0.14705105],"genre_scores_gemma":[0.9947621,0.000010436721,0.00011298928,0.003553554,0.0012845739,0.000029025314,0.00005108546,0.000004863936,0.00019135591],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846137,0.000034965688,0.00082576263,0.0000453224,0.0005221611,0.00011042596],"domain_scores_gemma":[0.9966339,0.00009873435,0.0018731601,0.000100812504,0.0012876786,0.000005700559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090305915,0.0000956995,0.00018262233,0.00009087058,0.00027779807,0.0002988697,0.00037405972,0.00007181027,0.000003692658],"category_scores_gemma":[0.00022141347,0.000059226495,0.00014105182,0.0009503976,0.000009613167,0.0025236725,0.00005904459,0.00013383506,0.000013553348],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039123298,0.00010007861,0.08432266,0.0015502773,0.0011848734,2.0704837e-7,0.012903794,0.020522475,0.000047882066,0.53032273,0.335046,0.01360781],"study_design_scores_gemma":[0.0012890361,0.000018664223,0.029615542,0.0007568924,0.00028524146,0.0000010153024,0.02363318,0.00411284,0.000120048324,0.0034647589,0.9365571,0.00014568593],"about_ca_topic_score_codex":0.000053203607,"about_ca_topic_score_gemma":0.000020052405,"teacher_disagreement_score":0.7004133,"about_ca_system_score_codex":0.00029054863,"about_ca_system_score_gemma":0.000041972577,"threshold_uncertainty_score":0.28820074},"labels":[],"label_agreement":null},{"id":"W7039972031","doi":"","title":"Quo vadis TAM?","year":2007,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada Research Chairs","keywords":"Confusion; Illusion; Order (exchange); Status quo; Focus (optics); Information system","score_opus":0.05814838012149953,"score_gpt":0.35860405846384563,"score_spread":0.3004556783423461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039972031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79805124,0.00015840345,0.14458506,0.00868101,0.022631235,0.0012545822,0.00011482784,0.00011944317,0.024404187],"genre_scores_gemma":[0.99451244,0.0000025300367,0.00022640679,0.00027929738,0.00017170297,0.0000029400182,0.0000014559048,0.0000034673797,0.0047997455],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99633664,0.00009374865,0.0017451568,0.000050007973,0.0015998512,0.00017458762],"domain_scores_gemma":[0.99204236,0.0007728971,0.0045868764,0.00024288682,0.0022953153,0.000059690126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015147857,0.0000740527,0.00022380345,0.000481594,0.00021987416,0.00030831256,0.0007254471,0.00018944778,0.000010271287],"category_scores_gemma":[0.0061091227,0.000043211447,0.0002769044,0.00065725803,0.000016410982,0.0015577116,0.00004077933,0.00020521275,0.00013470714],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011275152,0.00005928878,0.6566413,0.000012792688,0.00011119213,5.670729e-7,0.0031504426,0.0012651804,0.00019661203,0.04992113,0.27585465,0.012674102],"study_design_scores_gemma":[0.0007793155,0.00004605611,0.23866217,0.000018474755,0.000024160023,0.00003848392,0.0035442484,0.00022537202,0.00024698328,0.0013335202,0.7550089,0.00007232474],"about_ca_topic_score_codex":0.0000047689136,"about_ca_topic_score_gemma":0.000005769552,"teacher_disagreement_score":0.47915426,"about_ca_system_score_codex":0.000406969,"about_ca_system_score_gemma":0.00007949263,"threshold_uncertainty_score":0.7313632},"labels":[],"label_agreement":null},{"id":"W7042938222","doi":"","title":"Reimaging Workplace Learning Management System: Bundling Effects on Enterprise Super App","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Flow Experience in Various Fields","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Nudge theory; Learning Management; Productivity; Workplace learning; Human resource management; Work (physics); Informal learning; Extant taxon; Enterprise resource planning; Perspective (graphical)","score_opus":0.005183387800770013,"score_gpt":0.2681578494329336,"score_spread":0.2629744616321636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042938222","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13650124,0.0006695842,0.14973907,0.0040869783,0.074343435,0.004507694,0.000013520096,0.00034135007,0.62979716],"genre_scores_gemma":[0.98562855,0.0000043088685,0.00013346021,0.0003862581,0.00022981192,0.00008588787,0.0000024373371,0.000008458664,0.013520809],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980053,0.00027951962,0.0009095927,0.00007746985,0.0005017444,0.00022642412],"domain_scores_gemma":[0.9972543,0.0006276205,0.0015216018,0.00020805553,0.00035503463,0.000033376553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00236102,0.00012028071,0.00025434545,0.00034345553,0.00029518592,0.00025900255,0.00035224482,0.00014667971,0.0000032625583],"category_scores_gemma":[0.00043072394,0.00009054789,0.00020285271,0.00032402045,0.000007274033,0.00054629776,0.000045703262,0.0003810916,0.00007211807],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014108695,0.0002250604,0.13392532,0.0043362905,0.003720457,0.000012077657,0.07376018,0.08757571,0.00015765731,0.38833374,0.2789942,0.027548444],"study_design_scores_gemma":[0.0052754474,0.0002957343,0.011180315,0.00465993,0.0003528142,0.00005884568,0.05397268,0.009317123,0.00035478186,0.000117790914,0.91404796,0.0003665915],"about_ca_topic_score_codex":0.000015525286,"about_ca_topic_score_gemma":4.540046e-7,"teacher_disagreement_score":0.84912735,"about_ca_system_score_codex":0.001148237,"about_ca_system_score_gemma":0.00003460562,"threshold_uncertainty_score":0.36924356},"labels":[],"label_agreement":null},{"id":"W7043503949","doi":"","title":"Technostress from a Neurobiological Perspective - System Breakdown Increases the Stress Hormone Cortisol in Computer Users","year":2012,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technostress in Professional Settings","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"HEC Montréal","keywords":"Technostress; Perspective (graphical); Stress (linguistics); Value (mathematics); Perception; Information system; Information and Communications Technology","score_opus":0.012226470436500624,"score_gpt":0.27920847096561174,"score_spread":0.26698200052911114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043503949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836644,0.0010465349,0.0015600846,0.0014990465,0.0075361542,0.0017024516,0.0009921178,0.0001116913,0.0018875444],"genre_scores_gemma":[0.9989607,0.000005924268,0.00007009847,0.00015797462,0.0005884785,0.000078716264,0.000024004088,0.000010423656,0.00010373569],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974926,0.0004538028,0.001114166,0.00008301302,0.00054171635,0.0003146856],"domain_scores_gemma":[0.9947379,0.0011116687,0.0032231384,0.00026635078,0.0006007912,0.000060125803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015716094,0.00015657891,0.00033131184,0.00017401934,0.00021644785,0.000110369416,0.0006276408,0.00029608165,0.000005253832],"category_scores_gemma":[0.0006020814,0.00008598953,0.00017699381,0.00030446934,0.000041496045,0.00083157036,0.00011981768,0.0005158229,0.00003146391],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074657466,0.00054475403,0.828957,0.00009429874,0.0008340522,0.0000030225701,0.02037122,0.0014027813,0.00024706582,0.07252675,0.07206362,0.0022088294],"study_design_scores_gemma":[0.00342349,0.00028073337,0.91282356,0.000639535,0.00016989332,0.00014888961,0.06159833,0.0009652215,0.0001323157,0.0001879806,0.019315463,0.00031457303],"about_ca_topic_score_codex":0.00072267046,"about_ca_topic_score_gemma":0.000010466289,"teacher_disagreement_score":0.083866544,"about_ca_system_score_codex":0.0010336915,"about_ca_system_score_gemma":0.000039767587,"threshold_uncertainty_score":0.35065514},"labels":[],"label_agreement":null},{"id":"W7043893392","doi":"","title":"Tension Origins at the Intersection of MVP and Innovation Culture","year":2024,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intersection (aeronautics); Information system; Qualitative research; Soft systems methodology; Information technology; Organizational culture","score_opus":0.01888141647434443,"score_gpt":0.3202508493021735,"score_spread":0.3013694328278291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043893392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82515067,0.00092665205,0.038638443,0.012967658,0.039144244,0.0048994906,0.00040808436,0.0001348289,0.077729955],"genre_scores_gemma":[0.9961568,0.000038484104,0.000025925347,0.0001094036,0.00035470474,0.000012137338,0.000016454691,0.0000035253095,0.0032825372],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99805933,0.00016415998,0.0009954695,0.00003272589,0.000644143,0.00010415925],"domain_scores_gemma":[0.99610335,0.00020337972,0.0019661195,0.00007058337,0.0016377443,0.00001883559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00466161,0.0000631887,0.00013269988,0.00020025336,0.00055289915,0.00031735122,0.00012445003,0.00009401032,0.00000622046],"category_scores_gemma":[0.0007445581,0.000035031117,0.000097169475,0.00078675005,0.000039305763,0.0021609128,0.000024899851,0.00010562382,0.000007594089],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004838302,0.0000052656324,0.002458042,0.0001962187,0.00012526379,2.2358606e-8,0.089324005,0.00026472853,0.0004707582,0.8490167,0.054418765,0.0036717965],"study_design_scores_gemma":[0.00029640197,0.000050331797,0.000791486,0.0001447259,0.00004040354,0.000010941336,0.03773926,0.00072273304,0.0002956615,0.0006256722,0.9592331,0.000049279144],"about_ca_topic_score_codex":0.00012694165,"about_ca_topic_score_gemma":0.00004128139,"teacher_disagreement_score":0.90481436,"about_ca_system_score_codex":0.0012315603,"about_ca_system_score_gemma":0.0001594413,"threshold_uncertainty_score":0.42525092},"labels":[],"label_agreement":null},{"id":"W7044045663","doi":"","title":"Understanding Consumersâ Impulsive Buying Behavior in Social Commerce Platforms","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Social commerce; Personality; Social influence; Impulse (physics); Social relation; E-commerce","score_opus":0.2746442652983389,"score_gpt":0.4076909403460785,"score_spread":0.1330466750477396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044045663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97729826,0.000019434065,0.007837317,0.004148618,0.0055103735,0.00085442397,0.00009586491,0.000026867558,0.0042088353],"genre_scores_gemma":[0.99909467,0.0000028009372,0.000049062288,0.00009985147,0.00009618333,0.0000139802905,0.0000021439832,0.0000047627354,0.00063653174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969915,0.00007656131,0.0014698674,0.000068355024,0.0012014678,0.00019226148],"domain_scores_gemma":[0.9911416,0.00044358295,0.0071842954,0.0002885425,0.0009004428,0.000041514257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006289702,0.00009908113,0.00033359535,0.0004768823,0.0012196032,0.0009676524,0.0011178484,0.00024116412,0.0000049173373],"category_scores_gemma":[0.0043558073,0.0000644948,0.00026023728,0.00022448403,0.000054213753,0.0030500363,0.000107138054,0.00033972767,0.000026679598],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050698785,0.000025881202,0.95298374,0.000006664748,0.00003428807,6.1354706e-7,0.0019800216,0.00017392835,0.000033615714,0.033239897,0.010501456,0.0009692058],"study_design_scores_gemma":[0.0025342067,0.000049750044,0.9515356,0.00005575306,0.000057374804,0.000036680158,0.020433443,0.0007650694,0.00004522518,0.0052094166,0.019125706,0.00015181385],"about_ca_topic_score_codex":0.000018789942,"about_ca_topic_score_gemma":0.000024354587,"teacher_disagreement_score":0.028030481,"about_ca_system_score_codex":0.0011589193,"about_ca_system_score_gemma":0.000107613596,"threshold_uncertainty_score":0.9380325},"labels":[],"label_agreement":null},{"id":"W7045619869","doi":"","title":"AI Integration Methodology: Does One Size Fit All?","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Session (web analytics); Software deployment; Generative grammar; Relevance (law); Flexibility (engineering); Conversation; Action (physics); Curriculum","score_opus":0.09449354777839881,"score_gpt":0.4171987691212418,"score_spread":0.322705221342843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045619869","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02900826,0.00031256196,0.05616305,0.67089075,0.04036809,0.0035582054,0.00015008073,0.00015207821,0.1993969],"genre_scores_gemma":[0.98139477,0.00010468195,0.00072427193,0.005989524,0.0005758563,0.000013836054,0.0000030863775,0.0000041449857,0.011189807],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99754345,0.0007099958,0.00081555493,0.00003894155,0.00071022735,0.00018179827],"domain_scores_gemma":[0.992436,0.0024386821,0.002008669,0.00009387626,0.0029710643,0.000051719864],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.012200188,0.000072995026,0.00025831597,0.00013165468,0.0006230096,0.0005893807,0.0003411708,0.00029226203,0.000005599566],"category_scores_gemma":[0.024760732,0.00004456405,0.00023598544,0.0003261124,0.00004224525,0.0021723248,0.000024310433,0.00032115023,0.0000056469116],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008164567,0.000052409003,0.0046309987,0.00008756464,0.00053349923,5.589218e-8,0.059871774,0.00040176464,0.0002274119,0.83075386,0.09976369,0.0035953291],"study_design_scores_gemma":[0.00082221517,0.000051660372,0.0050345366,0.00019307592,0.00015434272,4.998713e-7,0.0238492,0.00018711262,0.00029839028,0.04645504,0.9228389,0.000115019415],"about_ca_topic_score_codex":0.0004716572,"about_ca_topic_score_gemma":0.00030401497,"teacher_disagreement_score":0.95238656,"about_ca_system_score_codex":0.00096402987,"about_ca_system_score_gemma":0.0005175023,"threshold_uncertainty_score":0.9834541},"labels":[],"label_agreement":null},{"id":"W7046025951","doi":"","title":"Competencies Required for Public Sector Information Technology Leadership Effectiveness","year":2024,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Structural equation modeling; Public sector; Government (linguistics); Information technology; Digital government; Government sector; E-Government; Investment (military)","score_opus":0.044618409050888194,"score_gpt":0.2602442589339537,"score_spread":0.2156258498830655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046025951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6503288,0.00079583074,0.29672912,0.017201195,0.024304833,0.0044837357,0.00063348806,0.00061007007,0.004912916],"genre_scores_gemma":[0.99921274,9.1181516e-7,0.00018402131,0.0000394957,0.00029276274,0.00010520021,0.00003409545,0.000006901377,0.00012388125],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99876636,0.00006512258,0.0006922779,0.00004417075,0.00023312001,0.00019897067],"domain_scores_gemma":[0.99768126,0.0005005735,0.00091998186,0.00011967699,0.00075393706,0.000024578581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015953189,0.000100536505,0.00023112165,0.00047010506,0.0001944593,0.00036891957,0.00026456625,0.0001441209,0.0000029237442],"category_scores_gemma":[0.00040125218,0.00007102218,0.0002266838,0.00048298822,0.000021723828,0.0029618856,0.000023341272,0.0001999991,0.00001930543],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033118475,0.000032081425,0.056725517,0.0011467132,0.0009854423,5.4973874e-8,0.0033394196,0.00076032797,0.0011980989,0.9139123,0.005351853,0.0165151],"study_design_scores_gemma":[0.0029878463,0.00033345816,0.0014988817,0.0007887152,0.00025008936,0.000043100885,0.0967503,0.008212263,0.007324787,0.014293849,0.8671225,0.00039425027],"about_ca_topic_score_codex":0.0000096281965,"about_ca_topic_score_gemma":5.35616e-7,"teacher_disagreement_score":0.89961845,"about_ca_system_score_codex":0.00025611217,"about_ca_system_score_gemma":0.00014593682,"threshold_uncertainty_score":0.35575},"labels":[],"label_agreement":null},{"id":"W7046225337","doi":"","title":"Data Analysts’ Commitment to the Implementation of Big Data Analytics: A Cognitive Appraisal Perspective","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Big data; Perspective (graphical); Transactional leadership; Value (mathematics); Analytics; Cognition; Key (lock); Organizational commitment","score_opus":0.09468005132707702,"score_gpt":0.3785959209744754,"score_spread":0.2839158696473984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046225337","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08958383,0.00032443658,0.44657287,0.26492006,0.009005786,0.019553661,0.06944012,0.000053730277,0.1005455],"genre_scores_gemma":[0.9986807,0.000002032848,0.000056542467,0.00017522155,0.00055469736,0.00001591359,0.00037770154,0.0000035484456,0.00013364188],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99801385,0.00015788058,0.00082095026,0.000080213526,0.0008093166,0.00011778884],"domain_scores_gemma":[0.9956779,0.00043729306,0.0019557786,0.00038158297,0.0014856393,0.00006180434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020899596,0.00007546648,0.00019957846,0.0000913898,0.00012799952,0.00015939749,0.001031951,0.000019464245,0.00021018571],"category_scores_gemma":[0.00060772296,0.000046186975,0.00008567233,0.00040406175,0.000010434585,0.00031199295,0.00042441982,0.0001228489,0.000011815656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031643425,0.00015644605,0.104715884,0.00016071543,0.0035984954,1.3957667e-7,0.028910268,0.0017274206,0.00016399598,0.012328885,0.74842346,0.099497855],"study_design_scores_gemma":[0.0028783279,0.0002962521,0.020901611,0.00007586508,0.00052985136,8.4549725e-7,0.27361494,0.033912774,0.000206153,0.00002909975,0.6674101,0.0001441703],"about_ca_topic_score_codex":0.000540351,"about_ca_topic_score_gemma":0.00007481905,"teacher_disagreement_score":0.9090969,"about_ca_system_score_codex":0.00006800349,"about_ca_system_score_gemma":0.00024570976,"threshold_uncertainty_score":0.23013861},"labels":[],"label_agreement":null},{"id":"W7046329253","doi":"","title":"Determining TCO: Lessons and Extensions","year":2001,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Extant taxon; Total cost of ownership; Externality; Total cost; Cost–benefit analysis; Implicit cost; Cost accounting; Information system; Information technology","score_opus":0.01844569661253199,"score_gpt":0.28031303765754684,"score_spread":0.26186734104501486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046329253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6997289,0.00009584565,0.017615234,0.018818803,0.0034765052,0.001869902,0.00011049326,0.000025176783,0.25825915],"genre_scores_gemma":[0.9940756,0.000005729586,0.000059063295,0.000047888712,0.00016213206,0.000011025039,0.0000027696763,0.0000022521706,0.0056335195],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990655,0.000037199472,0.0004419469,0.00002478174,0.00032728215,0.00010325679],"domain_scores_gemma":[0.99825615,0.00018673588,0.0009222688,0.00007365483,0.0005207103,0.00004050291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008688753,0.000046836885,0.00011091918,0.0000829683,0.00017184176,0.00015985992,0.00010836965,0.000024616616,0.0001937082],"category_scores_gemma":[0.00014294182,0.000031622272,0.00007833624,0.000109850385,0.0000062566733,0.00019628837,0.000034124845,0.0000888358,0.000006524069],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006520058,0.00008449967,0.51427823,0.0000856937,0.00034922268,4.3909722e-7,0.0035809092,0.00095669855,0.0013692407,0.039924614,0.13090873,0.30839652],"study_design_scores_gemma":[0.0011355532,0.000051648192,0.060230076,0.0000700867,0.000039465423,0.000011075674,0.003574766,0.004983493,0.000077852426,0.00015064003,0.9295999,0.00007544113],"about_ca_topic_score_codex":0.00003220408,"about_ca_topic_score_gemma":0.0000022881857,"teacher_disagreement_score":0.79869115,"about_ca_system_score_codex":0.000029598195,"about_ca_system_score_gemma":0.000059142138,"threshold_uncertainty_score":0.2120969},"labels":[],"label_agreement":null},{"id":"W7046417963","doi":"","title":"Enhancing or Hindering? The Influence of Generative AI on Critical Thinking and Collaborative Learning","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto Mississauga; University of Toronto","keywords":"Generative grammar; Collaborative learning; Generative model; Critical thinking; Cognition; Control (management); Point (geometry); Computer-supported collaborative learning","score_opus":0.006528616711125184,"score_gpt":0.28963766013459974,"score_spread":0.28310904342347454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046417963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8961459,0.00010841382,0.038443785,0.023617357,0.001496852,0.0022429083,0.00006502476,0.00001466066,0.037865132],"genre_scores_gemma":[0.9978382,0.0000025106035,0.00008963874,0.00017396182,0.000062266256,0.000017311353,0.0000010126796,0.0000015726646,0.0018135132],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987886,0.0001580946,0.00053138257,0.000030940642,0.00040426626,0.000086713604],"domain_scores_gemma":[0.9967428,0.0010604658,0.00081992435,0.00006155904,0.0012984251,0.000016815731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015454413,0.000055489334,0.0001402663,0.00008753283,0.0003305979,0.00019137027,0.00014112868,0.000028494063,0.000043325505],"category_scores_gemma":[0.0011126136,0.000029668317,0.000049253988,0.0002308859,0.000019960386,0.00019594452,0.000046405363,0.00020642042,8.7718024e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062243774,0.00012974723,0.11809245,0.0006779851,0.0010612785,2.307069e-7,0.047676686,0.105761185,0.0071382765,0.67513245,0.024229204,0.019478094],"study_design_scores_gemma":[0.008436615,0.0016880634,0.10451328,0.003991201,0.00044287235,0.0000059906783,0.172465,0.049293615,0.039091244,0.007426223,0.61202264,0.0006232458],"about_ca_topic_score_codex":0.000031679207,"about_ca_topic_score_gemma":0.0000053410427,"teacher_disagreement_score":0.6677062,"about_ca_system_score_codex":0.00005194079,"about_ca_system_score_gemma":0.00023378707,"threshold_uncertainty_score":0.2542725},"labels":[],"label_agreement":null},{"id":"W7046978581","doi":"","title":"Evaluating Readability Measures: Discrepancies, Limitations & Future Directions","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Readability; Transparency (behavior); Stakeholder; Empirical research; Plain language; Comparability","score_opus":0.041333323704035134,"score_gpt":0.31271456811704623,"score_spread":0.2713812444130111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046978581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8152699,0.0010533358,0.035108842,0.028673869,0.03405918,0.0030707694,0.0003628276,0.00025934732,0.08214192],"genre_scores_gemma":[0.99834895,0.0000049396845,0.0003158994,0.000048185047,0.00037619568,0.000039140836,0.0000103322645,0.000003090592,0.0008532476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99873626,0.00012692931,0.0006872863,0.000044523153,0.00029140932,0.000113600916],"domain_scores_gemma":[0.9969551,0.0004082048,0.0011144377,0.0001630003,0.0013404009,0.00001883002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019774716,0.00007163655,0.0001753679,0.00014101608,0.00039112763,0.00012201189,0.00018621038,0.000070245806,0.0000019516951],"category_scores_gemma":[0.0010515127,0.000049751063,0.00020663689,0.00040561715,0.00001205438,0.00071653386,0.000021394912,0.00019631784,0.000004243719],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027277232,0.00014710563,0.33316955,0.00013227736,0.0013501818,1.9710946e-8,0.009815753,0.005403643,0.00035167998,0.53520995,0.016347617,0.09804497],"study_design_scores_gemma":[0.00072431396,0.00004663233,0.0050913803,0.0001181511,0.00021842956,0.000002707322,0.062480204,0.0013286363,0.00038133695,0.0058280313,0.92367,0.00011020958],"about_ca_topic_score_codex":0.00012941711,"about_ca_topic_score_gemma":0.000016587806,"teacher_disagreement_score":0.90732235,"about_ca_system_score_codex":0.00031695317,"about_ca_system_score_gemma":0.00020678485,"threshold_uncertainty_score":0.3008277},"labels":[],"label_agreement":null},{"id":"W7047135145","doi":"","title":"FairHealthGrid: A Systematic Framework for Evaluating Bias Mitigation Strategies in Healthcare Machine Learning","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Superconducting Materials and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Health care; Equity (law); Healthcare system; Healthcare industry; Grid","score_opus":0.03553498014648619,"score_gpt":0.321322198433983,"score_spread":0.2857872182874968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047135145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6384898,0.002250328,0.33201945,0.006020125,0.011330203,0.008599207,0.00020834022,0.0002607632,0.00082178414],"genre_scores_gemma":[0.99798185,0.000022999197,0.0014770258,0.000060866936,0.00010072642,0.00027323508,0.00001810544,0.000008919804,0.00005630281],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980563,0.00016459786,0.0013202319,0.000040770345,0.00026586067,0.00015226839],"domain_scores_gemma":[0.9972263,0.00091851054,0.0011447314,0.00009736839,0.0005899271,0.000023175413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036046149,0.00009273737,0.00031894038,0.00020620623,0.00018875432,0.00027862974,0.00015363183,0.0001276084,4.4149056e-7],"category_scores_gemma":[0.0023178328,0.00007053532,0.00011368733,0.00031456046,0.0000040543637,0.0007648481,0.000009358033,0.00019906947,0.0000019495424],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045833833,0.000024280238,0.009834423,0.050123066,0.00028067885,3.5918664e-8,0.007024212,0.70508236,0.0013674235,0.22462347,0.0010541985,0.0005400059],"study_design_scores_gemma":[0.0044446317,0.0003095779,0.0064972965,0.027927764,0.00037639082,0.000023386245,0.0428584,0.86796284,0.002324425,0.03610623,0.010559886,0.00060918345],"about_ca_topic_score_codex":0.000039896095,"about_ca_topic_score_gemma":0.000012563834,"teacher_disagreement_score":0.35949203,"about_ca_system_score_codex":0.00067069865,"about_ca_system_score_gemma":0.00012620451,"threshold_uncertainty_score":0.2876347},"labels":[],"label_agreement":null},{"id":"W7047229707","doi":"","title":"Explaining Customersâ Utilitarian and Hedonic Perceptions in the Context of Product Search within Social Network-Enabled Shopping Websites","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Product (mathematics); Curiosity; Context (archaeology); Perception; Relevance (law); Process (computing); Social network (sociolinguistics); Online search","score_opus":0.014871718535648367,"score_gpt":0.261057197936725,"score_spread":0.24618547940107663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047229707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9570649,0.000050016417,0.0016744531,0.0059920237,0.0007187883,0.0016235857,0.00003409191,0.0000067338237,0.032835353],"genre_scores_gemma":[0.99905324,0.0000018124356,0.00003998143,0.000044890214,0.0003283891,0.000022759194,0.0000074838854,0.000002950175,0.00049851584],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99817723,0.00035235027,0.0007381702,0.000044085005,0.00052364304,0.00016451959],"domain_scores_gemma":[0.99796337,0.00040813713,0.0009783042,0.00009443707,0.0005330348,0.000022703152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005893035,0.00006728576,0.00019607166,0.00012116374,0.00028212543,0.00014838781,0.00021210575,0.00003209767,0.000109109875],"category_scores_gemma":[0.00020333979,0.00004257255,0.00009537185,0.00025947116,0.000022907827,0.00023483575,0.00004054665,0.0002148936,0.0000031878724],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016650015,0.000117120064,0.73597395,0.00034351012,0.0003398646,6.5211076e-8,0.08558438,0.0069457595,0.00066182995,0.086315915,0.04219694,0.04135417],"study_design_scores_gemma":[0.0063426453,0.000360696,0.32468638,0.00050951465,0.0001552832,0.000007942213,0.3748067,0.08324407,0.0001193887,0.0003777201,0.20903426,0.0003553938],"about_ca_topic_score_codex":0.00014284844,"about_ca_topic_score_gemma":0.000026120339,"teacher_disagreement_score":0.41128758,"about_ca_system_score_codex":0.000055570767,"about_ca_system_score_gemma":0.00009910727,"threshold_uncertainty_score":0.21699093},"labels":[],"label_agreement":null},{"id":"W7047246651","doi":"","title":"An Exploration of Organizational Level Information Systems Discontinuance Intentions","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Salient; Information system; Set (abstract data type); Value (mathematics); Key (lock); Management information systems; Organizational commitment; Empirical research; Survey data collection","score_opus":0.05076389054828026,"score_gpt":0.258475311113974,"score_spread":0.20771142056569372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047246651","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44583845,0.000050781724,0.5315901,0.0003807069,0.008451459,0.0015425049,0.0006673134,0.000083951134,0.011394716],"genre_scores_gemma":[0.9992622,0.0000015768838,0.00033704023,0.000014919178,0.00017619377,0.00002561967,0.00007499698,0.0000057777333,0.00010164826],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9981691,0.00008328924,0.0011609814,0.000037483744,0.00043333528,0.00011579011],"domain_scores_gemma":[0.9941777,0.00006337465,0.0031267153,0.00016565103,0.0024339107,0.00003263693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011159804,0.00009204767,0.00021988558,0.00022023766,0.00015308615,0.000116667485,0.00028181053,0.00008496238,0.000007187932],"category_scores_gemma":[0.00023125876,0.0000686773,0.00012464171,0.00032107407,0.000017814167,0.008971864,0.000019839035,0.00013106574,0.000012436124],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028609189,0.00014876571,0.25641906,0.00014850852,0.00043299963,2.1870827e-8,0.018739957,0.0050647487,0.00076121296,0.715384,0.0015783606,0.0012937579],"study_design_scores_gemma":[0.010995592,0.0012337075,0.079087034,0.0014979063,0.0010126249,0.00006534111,0.74759525,0.024938047,0.025159894,0.01742667,0.0894929,0.0014950592],"about_ca_topic_score_codex":0.0001870237,"about_ca_topic_score_gemma":0.000003612764,"teacher_disagreement_score":0.72885525,"about_ca_system_score_codex":0.00013457402,"about_ca_system_score_gemma":0.00012138647,"threshold_uncertainty_score":0.65043855},"labels":[],"label_agreement":null},{"id":"W7047352888","doi":"","title":"Green Paradox: How Sustainability Communication Shapes Social Media Engagement?","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Sustainability; Social sustainability; Sustainability organizations; Social media; Corporate communication; Corporate social responsibility; Grounded theory; Corporate sustainability; Empirical research","score_opus":0.009292156666860374,"score_gpt":0.2414941085810744,"score_spread":0.23220195191421403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047352888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70913666,0.00054197264,0.043133527,0.09545723,0.006190854,0.004513023,0.0003952293,0.00014471664,0.14048675],"genre_scores_gemma":[0.99782544,0.0000013804262,0.000045741177,0.000057740675,0.0002415044,0.000026331309,0.000015572246,0.0000028615445,0.0017834265],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988091,0.0002116173,0.00050885073,0.000034237604,0.00029544273,0.00014073524],"domain_scores_gemma":[0.9971203,0.00038290335,0.0013905979,0.00009145829,0.0009940779,0.000020657199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019028315,0.00007481004,0.00018329296,0.00009594997,0.00040775613,0.00023294787,0.000310802,0.000039055987,0.0000032602732],"category_scores_gemma":[0.00028406098,0.000054288696,0.00015943719,0.00021305634,0.0000132936,0.0007081316,0.000043091623,0.00017823644,0.0000022809165],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013296088,0.00017764115,0.10934655,0.00036218128,0.0012189201,3.7028446e-8,0.030561116,0.001080527,0.00015275659,0.6659744,0.16579248,0.025200468],"study_design_scores_gemma":[0.004934476,0.00011738291,0.14372243,0.00018207768,0.00046679043,0.0000015649802,0.041302517,0.0047411113,0.00037395515,0.08168433,0.72208464,0.00038872877],"about_ca_topic_score_codex":0.000029537407,"about_ca_topic_score_gemma":0.0000015119817,"teacher_disagreement_score":0.58429,"about_ca_system_score_codex":0.00047553738,"about_ca_system_score_gemma":0.00015899126,"threshold_uncertainty_score":0.31361717},"labels":[],"label_agreement":null},{"id":"W7047935486","doi":"","title":"The Impact of Artificial Intelligence on Online Retail Performance: An Empirical Investigation","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Empirical research; Information system; Conceptual model; Conceptual framework; Structural equation modeling; Customer satisfaction; Service (business); Customer service","score_opus":0.04132893897309677,"score_gpt":0.33421805138453664,"score_spread":0.2928891124114399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047935486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99660313,0.000009641112,0.0012840749,0.0006570998,0.0007649711,0.00018477405,0.00002116004,0.000008032922,0.000467089],"genre_scores_gemma":[0.9996402,0.0000019880756,0.00003587216,0.000027731583,0.00016075664,0.0000057538127,0.000012809286,0.0000024759258,0.00011237448],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99877656,0.00008952871,0.0007743789,0.000032826865,0.00022635257,0.00010034366],"domain_scores_gemma":[0.9974967,0.00027229116,0.0013658205,0.00014500649,0.000700099,0.000020041009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013850817,0.00006749039,0.00015492184,0.000119681215,0.00021895565,0.000081840946,0.00024712604,0.000066269786,0.0000018788569],"category_scores_gemma":[0.00028857013,0.00003617736,0.00016729615,0.00029850905,0.000025592764,0.00055470865,0.000016254453,0.00020202028,0.000003030743],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008264773,0.000120139375,0.8648836,0.0000472013,0.0004815772,1.1918983e-8,0.0036286023,0.029918931,0.00040251005,0.047542352,0.002363144,0.050529275],"study_design_scores_gemma":[0.0027351985,0.0033261608,0.3392939,0.0014254824,0.00055650173,0.000015914457,0.18708505,0.34485218,0.048527252,0.041165166,0.030212663,0.00080451503],"about_ca_topic_score_codex":0.000056712375,"about_ca_topic_score_gemma":0.0000025905522,"teacher_disagreement_score":0.5255897,"about_ca_system_score_codex":0.00021141741,"about_ca_system_score_gemma":0.00018269396,"threshold_uncertainty_score":0.1684052},"labels":[],"label_agreement":null},{"id":"W7048053611","doi":"","title":"Interview with David Prendergast on âMediating Between Technology and People in Smart City Transformationsâ","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Economic and Social Research Council; University College London; Imperial College London","keywords":"Indigenous; Smart city; Phenomenon; Social media; Social relationship","score_opus":0.008604652894020978,"score_gpt":0.22073731353220918,"score_spread":0.2121326606381882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048053611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98423684,0.000015225751,0.005965019,0.002242915,0.000302866,0.00037932477,0.000034315763,0.00001133483,0.0068121776],"genre_scores_gemma":[0.9995459,9.3566456e-7,0.00008386302,0.00003635548,0.00019300153,0.000016002192,0.0000070523356,0.0000033539147,0.0001135522],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908024,0.000050842602,0.0005080602,0.000033906555,0.0002010658,0.00012590033],"domain_scores_gemma":[0.9985962,0.00010331913,0.00094121374,0.00006800741,0.00026667444,0.000024593452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090248976,0.00006827599,0.00017956419,0.00021431714,0.00013160624,0.0000826059,0.00011649738,0.000039864914,0.000002174478],"category_scores_gemma":[0.000044475084,0.00004379939,0.000038523813,0.00032499945,0.000012340362,0.00055260846,0.000011403908,0.00014324646,0.0000032252472],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033545668,0.000036229543,0.9718813,0.00007370203,0.00016822004,1.376152e-8,0.009444714,0.00015015369,0.000038778377,0.01027584,0.0010545328,0.0068430267],"study_design_scores_gemma":[0.010164619,0.0036074033,0.8355508,0.0016842094,0.00032580725,0.000025031826,0.01633999,0.0038564003,0.0025908134,0.006287862,0.1189115,0.00065560674],"about_ca_topic_score_codex":0.00001222508,"about_ca_topic_score_gemma":0.000005693697,"teacher_disagreement_score":0.13633049,"about_ca_system_score_codex":0.00012955173,"about_ca_system_score_gemma":0.000047272355,"threshold_uncertainty_score":0.17860873},"labels":[],"label_agreement":null},{"id":"W7048748432","doi":"","title":"METACOGNITION AND IT: THE INFLUENCE OF\\nSELF-EFFICACY AND SELF-AWARENESS","year":2002,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Overconfidence effect; Metacognition; Process (computing); Key (lock); Metamemory; Cognition; Self-confidence","score_opus":0.01722628906429875,"score_gpt":0.23795401852660378,"score_spread":0.22072772946230504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048748432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983534,0.00003700443,0.00018174855,0.0008814073,0.00016348864,0.00014472587,0.000008160079,0.000005218922,0.0002248236],"genre_scores_gemma":[0.99962443,0.000052973,0.000049251696,0.000045477977,0.000043352204,0.000003656445,6.121902e-7,0.0000017389576,0.00017850392],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894345,0.000107993124,0.00047182004,0.00003041659,0.00037769464,0.000068643516],"domain_scores_gemma":[0.9983906,0.00020200286,0.0012017839,0.000069669295,0.000111167516,0.000024778781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014546203,0.000049817332,0.00012240287,0.00003573512,0.00018157574,0.00009586049,0.00011399804,0.000039541086,0.0000020382672],"category_scores_gemma":[0.00025718295,0.000027496872,0.00005453789,0.00014489816,0.000020031677,0.0008313563,0.000030292116,0.000062067666,0.0000058573255],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008156983,0.00039383335,0.7376913,0.0005911948,0.001487249,3.3347928e-7,0.088371806,0.13907577,0.005587027,0.0014542326,0.018617578,0.0066481405],"study_design_scores_gemma":[0.003189435,0.00024537084,0.84888303,0.00031726612,0.000957014,0.00006839008,0.0054874253,0.021765396,0.0039070635,0.00047345378,0.114341386,0.00036474233],"about_ca_topic_score_codex":0.00005524605,"about_ca_topic_score_gemma":8.5851434e-7,"teacher_disagreement_score":0.11731037,"about_ca_system_score_codex":0.000119763776,"about_ca_system_score_gemma":0.0000043328105,"threshold_uncertainty_score":0.13965522},"labels":[],"label_agreement":null},{"id":"W7048851325","doi":"","title":"Managing Digital Resources for Care Delivery to Underserved","year":2022,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Corporate governance; Service delivery framework; Healthcare delivery; Indigenous; Digital health; Population; Quality (philosophy)","score_opus":0.011468628933029138,"score_gpt":0.23447292719944712,"score_spread":0.223004298266418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048851325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6241873,0.00018246884,0.045400016,0.02784092,0.007988293,0.010117231,0.0031166326,0.000057553978,0.2811096],"genre_scores_gemma":[0.99386847,2.2385369e-7,0.000039231138,0.000084590894,0.0001696506,0.00010329339,0.000026180356,0.000003975286,0.005704408],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988098,0.000041714273,0.00045156697,0.000032785087,0.0005423679,0.00012174515],"domain_scores_gemma":[0.99824303,0.0001734655,0.00083719933,0.0000828226,0.0006263388,0.00003715915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073431816,0.00005062673,0.000108601846,0.00013157332,0.00035981604,0.00028876352,0.00025554604,0.000011765455,0.00019400507],"category_scores_gemma":[0.00006853748,0.00004018475,0.00016459059,0.00015702828,0.0000024639169,0.00019609364,0.00009713553,0.00008377234,0.0000042428514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006194369,0.00012409118,0.07886137,0.0004704963,0.0008168138,1.6837775e-7,0.03603043,0.09048682,0.00027912154,0.020865554,0.5712853,0.20016037],"study_design_scores_gemma":[0.00080664176,0.0001081452,0.0010332196,0.00001592936,0.00001848775,4.6787417e-7,0.051212244,0.0019698634,0.000025749383,0.00008469358,0.9446703,0.000054239787],"about_ca_topic_score_codex":0.0000419554,"about_ca_topic_score_gemma":0.000001777405,"teacher_disagreement_score":0.37338498,"about_ca_system_score_codex":0.00018336909,"about_ca_system_score_gemma":0.00007582996,"threshold_uncertainty_score":0.27845535},"labels":[],"label_agreement":null},{"id":"W7048860868","doi":"","title":"The need for new theories to study emerging IS adoption and use contexts","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Field (mathematics); Information technology; Information system; Emerging technologies","score_opus":0.010671863048733403,"score_gpt":0.2882597802458989,"score_spread":0.27758791719716547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048860868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71797824,0.00021641061,0.167687,0.06696501,0.007141439,0.016122917,0.00024454694,0.00003235039,0.02361211],"genre_scores_gemma":[0.9816377,0.0000023851708,0.00005835445,0.00014673037,0.00013765464,0.0000641457,0.000002298802,0.0000023292841,0.017948383],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99897397,0.00006433272,0.0005287841,0.0000322375,0.00029628412,0.000104401595],"domain_scores_gemma":[0.99778026,0.0005790126,0.00071427325,0.00009668915,0.0007968426,0.00003289181],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016151704,0.000056805926,0.000117725685,0.00008879878,0.00038489894,0.0005309769,0.00015081141,0.000019197876,0.000029414019],"category_scores_gemma":[0.00035710444,0.000033212105,0.000081810984,0.00016151485,0.0000047167946,0.00022212889,0.000043981778,0.00006445852,0.000001556013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042208206,0.0000785579,0.19467504,0.0000678008,0.00081377977,1.4094506e-8,0.01489041,0.00040661567,0.00013145852,0.17476559,0.30704755,0.30670112],"study_design_scores_gemma":[0.0025540367,0.00016406312,0.04304215,0.00006483432,0.00008394337,2.0106637e-7,0.027422937,0.0015337246,0.00014215591,0.0012008598,0.9237199,0.00007123839],"about_ca_topic_score_codex":0.00011090294,"about_ca_topic_score_gemma":0.000009860249,"teacher_disagreement_score":0.61667234,"about_ca_system_score_codex":0.000043328047,"about_ca_system_score_gemma":0.000095063064,"threshold_uncertainty_score":0.51202226},"labels":[],"label_agreement":null},{"id":"W7049398597","doi":"","title":"National Survey of Older Adults in Canada: Social and Health Care System Determinants of E-Health Applications Use","year":2023,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Internet; Health Information National Trends Survey; Health care; Digital divide; Test (biology); Health insurance; Survey data collection; Medical care; Internet access","score_opus":0.03574999531637516,"score_gpt":0.3230421498330729,"score_spread":0.2872921545166977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7049398597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98739994,0.000064753716,0.006332238,0.0003557534,0.00042025297,0.0021209081,0.003139068,0.000006086922,0.00016100354],"genre_scores_gemma":[0.9997783,0.000001060351,0.000018663815,0.000006779009,0.000060840834,0.000042874864,0.000068539295,0.0000033766776,0.00001956835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808174,0.00017084069,0.0010118819,0.0000398,0.0005459977,0.00014971381],"domain_scores_gemma":[0.99590284,0.00024077142,0.0026687803,0.000050549832,0.001099416,0.000037648446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001717973,0.000057980305,0.00030560364,0.00011730638,0.00012771878,0.000025929623,0.00012151256,0.000021844995,3.576132e-7],"category_scores_gemma":[0.000053503798,0.000045922177,0.00006391253,0.00033797868,0.000009446848,0.00034033446,0.000026437796,0.000094721814,6.166192e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002393353,0.000018687328,0.9768251,0.00031965712,0.000046806028,7.516438e-9,0.0018464843,0.00093208527,7.155459e-7,0.0018045927,0.0014368661,0.016745076],"study_design_scores_gemma":[0.00068780605,0.00002435094,0.9878306,0.00018190315,0.0000031494826,1.5857202e-7,0.008938049,0.0018643882,0.000023181172,0.000004115034,0.00040784763,0.000034470962],"about_ca_topic_score_codex":0.20854183,"about_ca_topic_score_gemma":0.019176094,"teacher_disagreement_score":0.18936574,"about_ca_system_score_codex":0.0010097711,"about_ca_system_score_gemma":0.0023900303,"threshold_uncertainty_score":0.99872136},"labels":[],"label_agreement":null},{"id":"W7053057547","doi":"","title":"Standing on the shoulders of giants?","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Shoulders; Field (mathematics); Information system; Body of knowledge; Decision theory","score_opus":0.007530493833438094,"score_gpt":0.20094185185213229,"score_spread":0.1934113580186942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053057547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5265615,0.0005744049,0.10328472,0.003582513,0.034229226,0.002606976,0.00026159262,0.00023315607,0.3286659],"genre_scores_gemma":[0.99978465,0.000010986063,0.000010264212,0.000022105154,0.000045497316,0.000002342755,6.1548735e-7,0.0000042006377,0.000119360404],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934924,0.000011420868,0.00035843224,0.00001081672,0.00020648008,0.00006358868],"domain_scores_gemma":[0.9992585,0.0001470138,0.00034964265,0.00007037,0.00016521139,0.00000926556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055275805,0.00004377838,0.000103010636,0.000078399826,0.000047109315,0.000055222892,0.00012939471,0.00003477368,6.5363685e-7],"category_scores_gemma":[0.00014354677,0.000025680842,0.00008922325,0.00016649955,0.0000028489612,0.00027958985,0.000006911658,0.00009914948,0.000001667308],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025834546,0.000013513287,0.0014361532,0.00053567893,0.0006616712,3.2980587e-8,0.002133526,0.66734916,0.003522844,0.24690053,0.07559518,0.0018258921],"study_design_scores_gemma":[0.0013342799,0.000063933236,0.00792517,0.001353051,0.00012254943,0.0000027864307,0.004242194,0.18685219,0.0062875366,0.0007560764,0.7908533,0.0002068934],"about_ca_topic_score_codex":0.0000014185595,"about_ca_topic_score_gemma":1.1663345e-7,"teacher_disagreement_score":0.7152582,"about_ca_system_score_codex":0.0002636277,"about_ca_system_score_gemma":0.000014706731,"threshold_uncertainty_score":0.10472343},"labels":[],"label_agreement":null},{"id":"W7053137060","doi":"","title":"Taking IT Artifacts Seriously: Developing a Mixed Determinants Model of Assimilation of Telehealth Systems","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Telehealth; Mainstream; Work (physics); Health care; Telemedicine; Emerging technologies","score_opus":0.05699008365006327,"score_gpt":0.30561691312457484,"score_spread":0.24862682947451156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053137060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.836285,0.000012690927,0.16051988,0.00009936348,0.0006964604,0.0005432051,0.000089124216,0.0000050486265,0.001749265],"genre_scores_gemma":[0.9994934,0.000006005564,0.00015900045,0.000011920467,0.00011076973,0.000011693976,0.000008129217,0.0000074431737,0.00019162016],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976116,0.00010530099,0.0013961487,0.000044642973,0.00066437986,0.00017793044],"domain_scores_gemma":[0.9923658,0.00018842377,0.0059734685,0.00012217765,0.0013066884,0.00004345948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012943513,0.000094443,0.0003976907,0.00014630711,0.0001796362,0.000039548173,0.0002248105,0.0000660966,9.472916e-7],"category_scores_gemma":[0.00013486946,0.00007060145,0.00018395914,0.00020802376,0.000017281685,0.0009457401,0.000032442236,0.00013214887,0.000002350691],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020772644,0.00013665688,0.48258764,0.0011481328,0.0007179721,1.7124314e-7,0.024656018,0.43609452,0.002290179,0.0324158,0.0067208563,0.013024334],"study_design_scores_gemma":[0.0015279597,0.00003913923,0.012121012,0.0005095164,0.000050846433,0.0000088499855,0.004521766,0.9730978,0.0059472104,0.00050249737,0.001504496,0.00016888168],"about_ca_topic_score_codex":0.00008130372,"about_ca_topic_score_gemma":0.0000012315182,"teacher_disagreement_score":0.5370033,"about_ca_system_score_codex":0.00045561165,"about_ca_system_score_gemma":0.00081860326,"threshold_uncertainty_score":0.28790435},"labels":[],"label_agreement":null},{"id":"W7053235799","doi":"","title":"Uncovering the Discourses around the Diffusion of Generative Art: A Topic Modeling Approach","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ivey Foundation","funders":"","keywords":"Generative grammar; Multitude; Focus (optics); Domain (mathematical analysis); Topic model","score_opus":0.007942094104571591,"score_gpt":0.20543358389544786,"score_spread":0.19749148979087627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053235799","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47992218,0.00052238314,0.4839656,0.000781706,0.006233922,0.0010194529,0.000039057802,0.000052286767,0.02746341],"genre_scores_gemma":[0.99954474,0.00002559581,0.000050500712,0.000017012235,0.00014761633,0.000008426049,0.0000022232327,0.0000053237277,0.00019855327],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992156,0.000022332844,0.00042790725,0.00001923967,0.00023465886,0.000080254234],"domain_scores_gemma":[0.9992555,0.00009301935,0.00035433343,0.00010677135,0.00018073471,0.000009651009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052756513,0.00006465114,0.00013155522,0.000049192604,0.00011692479,0.00012020025,0.00019193102,0.00003722764,1.6269817e-7],"category_scores_gemma":[0.00007258524,0.000031901673,0.000114023685,0.00016405922,0.0000053537597,0.00042536814,0.000022447679,0.000133995,7.551747e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030085039,0.0000040379605,0.00015677026,0.00008603057,0.00011084037,4.16459e-9,0.0013041546,0.9885897,0.0004513636,0.0078763645,0.0011605492,0.00025719817],"study_design_scores_gemma":[0.00022707638,0.000006606867,0.00034123377,0.000115346826,0.000041999265,0.0000014517459,0.0022298365,0.9727592,0.0001598423,0.00026078912,0.023812206,0.0000444449],"about_ca_topic_score_codex":0.00000689625,"about_ca_topic_score_gemma":6.998078e-7,"teacher_disagreement_score":0.51962256,"about_ca_system_score_codex":0.00021009025,"about_ca_system_score_gemma":0.000025218389,"threshold_uncertainty_score":0.13009125},"labels":[],"label_agreement":null},{"id":"W7053396223","doi":"","title":"What Drives Sentiments on Social Media? An Exploratory Study on the 2021 Canadian Federal Election","year":2023,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exploratory research; Federal election; Sentiment analysis; Social media; Exploratory analysis; Polarization (electrochemistry)","score_opus":0.03876374812172411,"score_gpt":0.3047412855174949,"score_spread":0.2659775373957708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053396223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925474,0.0000021546211,0.00013723598,0.0014902443,0.0030488744,0.00070696033,0.000058311078,0.000009506127,0.0019993044],"genre_scores_gemma":[0.9984755,0.0000018585177,2.7175005e-7,0.00007801075,0.00088603696,0.00004359873,0.000034280958,0.000007750638,0.00047272732],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99831146,0.00029248785,0.00043073477,0.00005250071,0.0007018052,0.00021098374],"domain_scores_gemma":[0.99834204,0.00026462457,0.0007829359,0.00010901386,0.00043013398,0.000071261435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018214933,0.00008967287,0.00015674361,0.00017597615,0.00075026386,0.0006036146,0.00024323055,0.000042904696,0.000008976466],"category_scores_gemma":[0.00006793858,0.00005567812,0.00014197284,0.0003085233,0.000008704273,0.0015423035,0.000018922114,0.00023369139,0.00011185883],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038294695,0.0007418306,0.12598796,0.000041057476,0.002841633,0.0000012294408,0.34250408,0.010544758,0.0003099925,0.06350058,0.41073626,0.04240767],"study_design_scores_gemma":[0.0040091374,0.00027140725,0.05788071,0.00016042736,0.00009821098,0.0000010681903,0.8659717,0.023250733,0.00090011145,0.0036049813,0.043418612,0.00043289727],"about_ca_topic_score_codex":0.00027750497,"about_ca_topic_score_gemma":0.00022813889,"teacher_disagreement_score":0.5234676,"about_ca_system_score_codex":0.00073883333,"about_ca_system_score_gemma":0.00034042393,"threshold_uncertainty_score":0.58206695},"labels":[],"label_agreement":null},{"id":"W7054617482","doi":"","title":"Adoption of Central Bank Digital Currencies: A Data-Driven Exploration of Key Influential Factors","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ted Rogers Centre for Heart Research","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Key (lock); Digital currency; Rank (graph theory); Currency; Central bank","score_opus":0.027052968509545076,"score_gpt":0.24606008794438453,"score_spread":0.21900711943483944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054617482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49449608,0.00017155176,0.4893322,0.00030072764,0.005973017,0.001802044,0.0030673682,0.000093894894,0.0047631073],"genre_scores_gemma":[0.9995504,0.000017988677,0.00008532725,0.0000049837704,0.000056283523,0.000007354689,0.00018364203,0.0000035968426,0.00009043635],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99863935,0.000022021333,0.00090796803,0.000029256998,0.0003145693,0.00008685325],"domain_scores_gemma":[0.998005,0.00010498609,0.0011622243,0.00016822782,0.0005380988,0.00002151219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003460649,0.00006768579,0.00018051625,0.00015120552,0.000046903344,0.00009049998,0.00028034698,0.00006897649,7.603357e-7],"category_scores_gemma":[0.00025145712,0.00005106432,0.00010446087,0.0002735245,0.000009097848,0.0032934325,0.000026050278,0.00007714392,0.0000018744997],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008999833,0.00013676152,0.046831056,0.0015597484,0.0010648927,2.9709382e-8,0.011447226,0.83278376,0.0030850472,0.026744355,0.07314553,0.0031116176],"study_design_scores_gemma":[0.005093366,0.00018643017,0.073653884,0.0013599008,0.00065828895,0.000004504061,0.012006663,0.4639859,0.013251043,0.0010086367,0.42826226,0.0005291323],"about_ca_topic_score_codex":0.0000055654973,"about_ca_topic_score_gemma":0.0000015257024,"teacher_disagreement_score":0.5050543,"about_ca_system_score_codex":0.00022784437,"about_ca_system_score_gemma":0.0000790021,"threshold_uncertainty_score":0.23876591},"labels":[],"label_agreement":null},{"id":"W7054629244","doi":"","title":"Adopting AI for Recruitment and Innovation in SMEs: The Role of Managers and Employees","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Face (sociological concept); Automation; Emerging technologies; Information technology; Small and medium-sized enterprises","score_opus":0.01762777979157962,"score_gpt":0.25851085286288816,"score_spread":0.24088307307130855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054629244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8101605,0.0019103824,0.15952335,0.007946279,0.0023863753,0.009393441,0.00021831127,0.00008759547,0.00837375],"genre_scores_gemma":[0.9994149,0.000031434825,0.00023940172,0.00006289593,0.000022364911,0.00008821935,0.000003610818,0.0000025841048,0.00013455072],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928534,0.00001632252,0.0005340803,0.000017255119,0.00009522708,0.000051754643],"domain_scores_gemma":[0.99906427,0.00017627735,0.00046808372,0.00004718644,0.00023828674,0.000005888358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009857597,0.000038470975,0.00009440561,0.00017047685,0.000060711216,0.00006240961,0.000063562606,0.000037328304,6.861289e-8],"category_scores_gemma":[0.00015539833,0.000024843019,0.000025857848,0.0003077739,0.000005096371,0.00033919548,0.000008552027,0.000053424308,1.0374007e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001479686,0.00007567681,0.10418609,0.0026911774,0.0010369536,3.6473548e-8,0.021812258,0.17245676,0.0047521414,0.55957955,0.04434634,0.08891507],"study_design_scores_gemma":[0.002453826,0.00007484544,0.03201215,0.00059111044,0.0001244613,0.000003761107,0.011099001,0.10403616,0.0035475458,0.005353316,0.8405468,0.00015701546],"about_ca_topic_score_codex":0.000004679669,"about_ca_topic_score_gemma":0.0000021038666,"teacher_disagreement_score":0.79620045,"about_ca_system_score_codex":0.00012632259,"about_ca_system_score_gemma":0.000017287994,"threshold_uncertainty_score":0.10130689},"labels":[],"label_agreement":null},{"id":"W7054808657","doi":"","title":"From a Barrier to a Bridge: Data-Privacy in Deregulated Smart Grids","year":2012,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Smart grid; Smart meter; Electricity; Renewable energy; Encryption; Key (lock); Order (exchange); Electricity meter; Consumption (sociology)","score_opus":0.026026329722352873,"score_gpt":0.2531742512091185,"score_spread":0.22714792148676566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054808657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9110322,0.00032512526,0.07137758,0.00214417,0.007732288,0.0021032547,0.0017784879,0.00014336637,0.0033635357],"genre_scores_gemma":[0.9989527,0.0000039512506,0.00027263077,0.00011845217,0.00036224583,0.000022699982,0.00006983586,0.00000773917,0.00018976105],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988736,0.00003655576,0.00063455856,0.000027966034,0.00027643327,0.00015089568],"domain_scores_gemma":[0.99899864,0.0001172274,0.00038883564,0.00023915066,0.00018013443,0.00007598182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010794527,0.000068040245,0.00014843498,0.000115288414,0.00004855993,0.00010516414,0.00035036623,0.00007112036,0.0000032492987],"category_scores_gemma":[0.00026889812,0.000051353425,0.00005309037,0.00026179617,0.000002186376,0.0016864503,0.000037412796,0.00010497844,0.000053900345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050619838,0.00006233357,0.08092338,0.00013193673,0.0004276465,1.04974035e-7,0.017203474,0.06252396,0.0025708415,0.0013871646,0.83258355,0.0021349776],"study_design_scores_gemma":[0.0009821935,0.00001094594,0.12346702,0.00009796514,0.000051089202,0.0000067857127,0.00046980477,0.0335456,0.000678325,0.00007981744,0.8404638,0.00014663493],"about_ca_topic_score_codex":0.00005629424,"about_ca_topic_score_gemma":0.000004943873,"teacher_disagreement_score":0.087920494,"about_ca_system_score_codex":0.00040332592,"about_ca_system_score_gemma":0.000030921252,"threshold_uncertainty_score":0.20941319},"labels":[],"label_agreement":null},{"id":"W7055381123","doi":"","title":"Cultural Challenges And Artificial Intelligence (AI)","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Cultural intelligence; Context (archaeology); Emerging technologies; Information technology; Identification (biology); Corporate governance; Cultural diversity; Hofstede's cultural dimensions theory","score_opus":0.025513016295690718,"score_gpt":0.2585206410561987,"score_spread":0.233007624760508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055381123","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09500096,0.015682394,0.63997686,0.055083733,0.028438346,0.005683795,0.00032478053,0.0006188039,0.15919034],"genre_scores_gemma":[0.99919677,0.00023162345,0.0000687262,0.000064466534,0.00008831042,0.000014503926,0.0000017442007,0.0000020263583,0.00033183245],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993908,0.000015783791,0.00039253806,0.000016482381,0.00012516842,0.000059227554],"domain_scores_gemma":[0.99931705,0.00008196601,0.00024678308,0.000050704166,0.00028781744,0.00001567332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004443712,0.00004239324,0.000088620036,0.00006401563,0.00006726757,0.00010449626,0.00009283898,0.000049408172,2.9502115e-7],"category_scores_gemma":[0.000110965884,0.000028494453,0.000049187503,0.000093000854,0.000005115068,0.0005555126,0.000007873624,0.00007550376,0.0000043914843],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027134198,0.000024107809,0.0004943162,0.0005667761,0.0003904525,4.7889017e-8,0.0073007173,0.055363517,0.0008522708,0.7999694,0.07727412,0.057737175],"study_design_scores_gemma":[0.00042590091,0.000041714695,0.00541408,0.00029164078,0.00012321945,0.000015996484,0.007965723,0.10719438,0.0050329883,0.014202719,0.8590751,0.00021650875],"about_ca_topic_score_codex":0.0000011249048,"about_ca_topic_score_gemma":0.000001153593,"teacher_disagreement_score":0.9041958,"about_ca_system_score_codex":0.00014446306,"about_ca_system_score_gemma":0.000016422104,"threshold_uncertainty_score":0.116197005},"labels":[],"label_agreement":null},{"id":"W7056191357","doi":"","title":"Electronic Food and Exercise Diaries: Knowledge Gaps and Future Research","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Key (lock); Control (management); The Internet; Weight control; Body of knowledge; Internet of Things","score_opus":0.021089985598382818,"score_gpt":0.24956047127330752,"score_spread":0.2284704856749247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056191357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896222,0.004734297,0.0004038484,0.00010413017,0.0013503117,0.00042909168,0.000020350122,0.000028343375,0.0033074443],"genre_scores_gemma":[0.99900377,0.0007123833,0.000025960524,0.000004940893,0.00017502364,0.000010260138,8.816091e-7,0.00000540355,0.000061389735],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992502,0.000035800003,0.0003384639,0.000022317941,0.00019224593,0.00016098928],"domain_scores_gemma":[0.9992089,0.000067856505,0.00022435894,0.00006075287,0.00039736961,0.000040716408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001381743,0.000052936233,0.000118040334,0.00010308551,0.00012544199,0.00012015487,0.000090422254,0.00007810611,6.5746417e-7],"category_scores_gemma":[0.0000634775,0.000036834757,0.000036106467,0.00014221238,0.000009762757,0.00079663313,0.000017461338,0.00017078638,0.0000028493985],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006306088,0.00032066577,0.20913316,0.0051105535,0.002557884,9.204695e-7,0.24687803,0.003599212,0.0021152871,0.3471127,0.08556112,0.09697985],"study_design_scores_gemma":[0.0038938043,0.0007519296,0.0736378,0.00039120147,0.0002019056,0.00008193985,0.017009525,0.060649626,0.0033213869,0.003907949,0.8356491,0.00050384173],"about_ca_topic_score_codex":0.0000028086197,"about_ca_topic_score_gemma":0.000006038158,"teacher_disagreement_score":0.750088,"about_ca_system_score_codex":0.00022203333,"about_ca_system_score_gemma":0.000035102938,"threshold_uncertainty_score":0.15020779},"labels":[],"label_agreement":null},{"id":"W7056203706","doi":"","title":"Enhancing Cybersecurity Threat Detection with Counterfactual Reasoning: A 'What-If' Ontology Approach Using Large Language Models","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Magnetic Field Sensors Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Counterfactual thinking; Ontology; Key (lock); Function (biology); Counterfactual conditional; Extensibility; Semantics (computer science); Black box","score_opus":0.007046826254431283,"score_gpt":0.22654423285894976,"score_spread":0.21949740660451847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056203706","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24998614,0.00022889428,0.7432375,0.000032338674,0.00111045,0.0005247934,0.000011986191,0.00009428385,0.0047735847],"genre_scores_gemma":[0.9983707,0.000017646045,0.0013542875,0.00003551853,0.00006352076,0.000012939313,0.0000030003212,0.0000071893087,0.00013519799],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99891424,0.0000673826,0.0005441076,0.000040255134,0.00027659658,0.00015742153],"domain_scores_gemma":[0.99876106,0.00011305295,0.0006192037,0.0001210155,0.0003645949,0.000021076781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010078051,0.00009840642,0.0002200432,0.0001688353,0.00010974816,0.00018109856,0.00013592564,0.00016056748,8.8072267e-7],"category_scores_gemma":[0.00015590833,0.00007215243,0.00008346826,0.00017327082,0.000006252446,0.0014336739,0.000014682914,0.00020943867,5.290135e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041355658,0.00011713788,0.0021891473,0.0023574054,0.0015012234,0.0000013807432,0.103109084,0.8474119,0.016120864,0.01917438,0.0036520192,0.0039519086],"study_design_scores_gemma":[0.0011649086,0.00008058996,0.00028705256,0.00052911625,0.00014310388,0.000070568254,0.01697375,0.9586936,0.017650587,0.00016935897,0.0040565715,0.0001807622],"about_ca_topic_score_codex":0.00005304095,"about_ca_topic_score_gemma":0.000042847405,"teacher_disagreement_score":0.74838454,"about_ca_system_score_codex":0.00065102946,"about_ca_system_score_gemma":0.00004557745,"threshold_uncertainty_score":0.29422906},"labels":[],"label_agreement":null},{"id":"W7056219106","doi":"","title":"E-data Utilization on National-Health Service Performance Assessment during Covid-19 in Bangladesh: New Evidence Using Data Envelopment Analysis (DEA) Technique","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Data envelopment analysis; Globe; Pandemic; Quarter (Canadian coin); Benchmarking; Health services; Dominance (genetics); Nonparametric statistics","score_opus":0.19369705537513082,"score_gpt":0.4196490061943356,"score_spread":0.22595195081920477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056219106","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.259333,0.0005272033,0.62727803,0.07668766,0.0032858846,0.010510112,0.0043221517,0.00009383044,0.017962135],"genre_scores_gemma":[0.9953015,0.00006016967,0.0021058014,0.00047560048,0.00020740768,0.000029798657,0.0009322597,0.000006988787,0.0008805058],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9969169,0.00026424494,0.0011326096,0.00013884068,0.0013657744,0.00018163145],"domain_scores_gemma":[0.9958446,0.0003316838,0.0021692873,0.0005044128,0.0010464289,0.00010358273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053499844,0.000101293794,0.00025640012,0.00040927294,0.00027409082,0.00025436183,0.00076398347,0.000046672914,0.00030783602],"category_scores_gemma":[0.0006271751,0.00008498486,0.00006447142,0.001375924,0.000004192218,0.00094635214,0.00032774074,0.00020346302,0.0000033395136],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013558267,0.00027837552,0.6981995,0.0011778532,0.0013352693,6.42539e-7,0.0025393886,0.241789,0.0007549021,0.0029130455,0.03526676,0.015609682],"study_design_scores_gemma":[0.0023887502,0.000062676016,0.2458944,0.0008326041,0.00018635103,0.000007956811,0.0034669293,0.5767958,0.0004881926,0.000054460834,0.16953574,0.0002861486],"about_ca_topic_score_codex":0.0005910176,"about_ca_topic_score_gemma":0.0001698503,"teacher_disagreement_score":0.7359685,"about_ca_system_score_codex":0.0011375359,"about_ca_system_score_gemma":0.0039866907,"threshold_uncertainty_score":0.7072218},"labels":[],"label_agreement":null},{"id":"W7056302955","doi":"","title":"Enhancing Entrepreneurial Outcomes: Inclusion Through IT-Enabled Innovation","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Social capital; Social dynamics; Ecosystem; Bridging (networking); Inclusion (mineral); Value (mathematics); Identity (music)","score_opus":0.01039147686090634,"score_gpt":0.2490099187947653,"score_spread":0.23861844193385898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056302955","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15723449,0.00018599174,0.7463305,0.011233593,0.023709008,0.003542665,0.00017484376,0.00035740796,0.05723152],"genre_scores_gemma":[0.9969942,0.00001396602,0.00027080037,0.00045583994,0.00016051346,0.000038278566,0.000017468046,0.0000062487397,0.002042712],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838674,0.00003951766,0.001071611,0.000033084616,0.0003536057,0.00011546336],"domain_scores_gemma":[0.99797213,0.0002196839,0.00091715076,0.00013356796,0.00074412656,0.000013330287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011166703,0.00008609087,0.00019160076,0.00019142695,0.00027879808,0.00013912533,0.00022183133,0.000101720085,0.0000019221966],"category_scores_gemma":[0.00055179273,0.000061107756,0.000113116614,0.0006599255,0.00000396166,0.0011639714,0.000057737136,0.00012911511,0.00001013253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009070438,0.00008857337,0.013922459,0.0008939648,0.001010592,1.4415707e-7,0.013700162,0.31707603,0.020003073,0.14063488,0.49131134,0.0012680818],"study_design_scores_gemma":[0.0025902682,0.000025825182,0.0029192697,0.0003151983,0.00012318652,0.0000039357215,0.0010754735,0.018561248,0.021103032,0.0037234277,0.9493696,0.00018954475],"about_ca_topic_score_codex":0.0000072142307,"about_ca_topic_score_gemma":0.0000023347432,"teacher_disagreement_score":0.8397597,"about_ca_system_score_codex":0.00062545686,"about_ca_system_score_gemma":0.00007937171,"threshold_uncertainty_score":0.2491902},"labels":[],"label_agreement":null},{"id":"W7056604731","doi":"","title":"Fact-Checking Misinformation: Human-AI Collaboration Dynamics Across Age Groups","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Misinformation; Psychological intervention; Cognitive dissonance; Incentive; Credibility; Social media; Affect (linguistics); Ignorance; Perception; Situational ethics","score_opus":0.008367525535330716,"score_gpt":0.2671974075478854,"score_spread":0.2588298820125547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056604731","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21440847,0.0002978055,0.6869643,0.0056699296,0.015488989,0.0043829926,0.0011559139,0.0005553957,0.07107624],"genre_scores_gemma":[0.9976617,0.000009729906,0.00009688364,0.000183628,0.00013230422,0.00003975758,0.000093781455,0.000007427669,0.0017747557],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836475,0.000032389904,0.001040609,0.000032802327,0.00036938133,0.0001600714],"domain_scores_gemma":[0.99786127,0.00010227009,0.0009545229,0.00015454282,0.00089484133,0.000032560987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010302316,0.00010699815,0.0002008198,0.0001415739,0.00036325835,0.000601349,0.00025813916,0.00014203448,8.832968e-7],"category_scores_gemma":[0.00015307768,0.000085984735,0.00013645613,0.0005479167,0.0000094103325,0.0021028582,0.000019167996,0.00017844563,0.0000118179905],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044041913,0.00005326124,0.008878647,0.0010598614,0.00075729983,2.7563067e-7,0.014459368,0.45278257,0.0012049221,0.19559406,0.3221696,0.0029960691],"study_design_scores_gemma":[0.0031813213,0.00005396636,0.014349914,0.0004138873,0.00016484939,0.000014784073,0.011004347,0.27363536,0.0021416019,0.001974671,0.692651,0.00041430947],"about_ca_topic_score_codex":0.0000060087705,"about_ca_topic_score_gemma":0.000014402249,"teacher_disagreement_score":0.78325325,"about_ca_system_score_codex":0.001352143,"about_ca_system_score_gemma":0.000066847024,"threshold_uncertainty_score":0.5798822},"labels":[],"label_agreement":null},{"id":"W7056617898","doi":"","title":"Exploring Human Images in Website Design: A Multi-Method Approach","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perception; Appeal; The Internet; Appeal to emotion; Facial expression; Face (sociological concept); Affect (linguistics); Image (mathematics)","score_opus":0.09157138163448017,"score_gpt":0.3219799912561722,"score_spread":0.23040860962169205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056617898","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051834814,0.00004583588,0.8463314,0.0023755466,0.0011908191,0.0033274712,0.000050804454,0.000027942759,0.09481533],"genre_scores_gemma":[0.9904896,0.000002007973,0.0060965787,0.000036770867,0.00019318458,0.00005669919,0.0000071599948,0.0000036930346,0.0031142815],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99845284,0.0001789842,0.0007293155,0.00003975521,0.0004484775,0.00015063013],"domain_scores_gemma":[0.99814606,0.00014372957,0.001153982,0.000099409466,0.00042233942,0.000034508615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002959048,0.00007222332,0.00017774865,0.00020901041,0.00012043464,0.00018906067,0.00021671408,0.00002761181,0.00006266672],"category_scores_gemma":[0.00010459167,0.000052031988,0.00012526676,0.00023029417,0.000003309488,0.0004993788,0.000020381523,0.00016609379,0.0000055888186],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004111658,0.0015887141,0.23635824,0.00048809536,0.0007017659,8.9655424e-7,0.028420947,0.13252233,0.02248881,0.052296445,0.108262554,0.41646004],"study_design_scores_gemma":[0.019543426,0.0008168924,0.4796704,0.000617869,0.00016916552,0.000012194103,0.028595394,0.16175641,0.008443067,0.0007076946,0.29878756,0.0008799203],"about_ca_topic_score_codex":0.0000593612,"about_ca_topic_score_gemma":6.420524e-7,"teacher_disagreement_score":0.9386548,"about_ca_system_score_codex":0.000096252035,"about_ca_system_score_gemma":0.00005571355,"threshold_uncertainty_score":0.21218029},"labels":[],"label_agreement":null},{"id":"W7057095456","doi":"","title":"How techno-stressors, information technology access, and boundary management shape psychological distress among digital cohorts","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological distress; Boundary (topology); Information technology; Distress; Relation (database); Information system","score_opus":0.006212390727382104,"score_gpt":0.260212207777754,"score_spread":0.2539998170503719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057095456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47692433,0.0001638279,0.03831598,0.032140315,0.0035862853,0.0061856206,0.00086900097,0.00013768281,0.44167697],"genre_scores_gemma":[0.99597615,0.000010431814,0.000044983914,0.000041968608,0.000046561436,0.00007763407,0.00005156809,0.0000022107479,0.003748501],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99862367,0.00002537999,0.0006569819,0.000055473538,0.00047252304,0.00016599544],"domain_scores_gemma":[0.99782807,0.00007224317,0.0013389392,0.00016011184,0.0005659326,0.00003469912],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005253696,0.00010339264,0.00019548983,0.00039905804,0.00022736289,0.0018265262,0.00041336854,0.000093411596,0.000051589166],"category_scores_gemma":[0.00012562162,0.000072339426,0.00009502204,0.00044876192,0.000045084034,0.0015424703,0.00020645988,0.00019507152,0.000002659291],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005997413,0.00007720091,0.42016762,0.00025915494,0.00036033907,2.1451632e-7,0.00014555927,0.000086667955,0.00000993479,0.05373443,0.056228425,0.4688705],"study_design_scores_gemma":[0.0018612363,0.00007152936,0.1189207,0.00023837744,0.00007500444,0.0000027928768,0.003272217,0.0023146907,0.00008973358,0.001856353,0.8711495,0.00014786757],"about_ca_topic_score_codex":0.000008268395,"about_ca_topic_score_gemma":0.0000010533793,"teacher_disagreement_score":0.8149211,"about_ca_system_score_codex":0.0000812384,"about_ca_system_score_gemma":0.000028739234,"threshold_uncertainty_score":0.9992097},"labels":[],"label_agreement":null},{"id":"W7057181999","doi":"","title":"How AI Changes Online Knowledge Sharing","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Knowledge sharing; Opportunism; Knowledge value chain; Generative grammar; Intellectual property; Profit (economics); Work (physics); Knowledge engineering; Social knowledge","score_opus":0.015564192889932231,"score_gpt":0.2897474903349632,"score_spread":0.274183297445031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057181999","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08968337,0.00058941194,0.048562575,0.19822188,0.016827088,0.005216116,0.0006306175,0.00007004593,0.6401989],"genre_scores_gemma":[0.90598637,0.000003126978,0.000032712218,0.00013184361,0.00040325228,0.000024374349,0.00001715355,0.0000026978905,0.093398444],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914944,0.000037642312,0.00037562332,0.00003105493,0.00029218485,0.00011407238],"domain_scores_gemma":[0.99784845,0.00011838183,0.0008629933,0.000105516534,0.0010396169,0.00002506455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089261745,0.000057984245,0.00013893265,0.00017536173,0.00012885607,0.00035760948,0.00026877696,0.00003350985,0.00010021586],"category_scores_gemma":[0.00015017758,0.00003971111,0.00011285843,0.00023499098,0.000004685119,0.00019451315,0.00006983796,0.000133742,0.000004421058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006142503,0.0001970371,0.12502259,0.0004472331,0.0007008825,4.6773415e-8,0.0022669635,0.00043010176,0.00066633936,0.14920986,0.52682877,0.19416876],"study_design_scores_gemma":[0.0007513711,0.000024403284,0.005341995,0.00010265798,0.000028932742,2.3135338e-7,0.0020649075,0.004412522,0.00023599355,0.0001406451,0.98685336,0.000042969146],"about_ca_topic_score_codex":0.000028264443,"about_ca_topic_score_gemma":0.00001396319,"teacher_disagreement_score":0.816303,"about_ca_system_score_codex":0.00008739779,"about_ca_system_score_gemma":0.00011403539,"threshold_uncertainty_score":0.34484363},"labels":[],"label_agreement":null},{"id":"W7057508096","doi":"","title":"Knowledge for Managing Information System Security: Review and Future Research Directions","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Information system; Management information systems; Information security; Information management; Information technology; Information security management; Information systems security","score_opus":0.02404801414653746,"score_gpt":0.30645192881871364,"score_spread":0.2824039146721762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057508096","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0096463235,0.014483728,0.011687943,0.042193662,0.011243752,0.020792378,0.001090453,0.00013259152,0.88872916],"genre_scores_gemma":[0.97930914,0.0027410972,0.0002670458,0.00024958214,0.0032599869,0.0009905075,0.00012505827,0.000021569162,0.013035992],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998194,0.000163613,0.0008463568,0.000041673276,0.0005634938,0.00019086181],"domain_scores_gemma":[0.99552417,0.00029494148,0.0011461303,0.00013242917,0.0028407255,0.00006158286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037226973,0.00008134216,0.00023616127,0.00027310936,0.0006521152,0.00017182922,0.00019478252,0.00004994529,0.0000557249],"category_scores_gemma":[0.00017710439,0.000058439735,0.00014828,0.00040783372,0.00001608979,0.0006633813,0.000052599196,0.0002089219,0.0000143542275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007991633,0.00006820137,0.0073996396,0.008039423,0.00046650533,7.4782385e-8,0.009899642,0.00004293144,0.000010519435,0.122925214,0.76120573,0.089862175],"study_design_scores_gemma":[0.0007397972,0.00004856338,0.0009271876,0.00033476064,0.000057121444,0.000009129065,0.005442892,0.0015915162,0.000012258876,0.000053693362,0.99072117,0.00006189602],"about_ca_topic_score_codex":0.000041726038,"about_ca_topic_score_gemma":0.0000015906758,"teacher_disagreement_score":0.96966285,"about_ca_system_score_codex":0.00017456064,"about_ca_system_score_gemma":0.00017423234,"threshold_uncertainty_score":0.50156087},"labels":[],"label_agreement":null},{"id":"W7061550372","doi":"","title":"Predicting SMEs Willingness to Adopt ERP, CRM, SCM & E-Procurement Systems","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University; Harvard Business School","keywords":"Innovation diffusion; Early adopter; Information system; Regression analysis; Information technology; Multilevel model","score_opus":0.021418194326716815,"score_gpt":0.25930545183777665,"score_spread":0.23788725751105982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061550372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82174164,0.00018785954,0.051723376,0.004374397,0.010317412,0.005949371,0.00030669558,0.000068394125,0.105330855],"genre_scores_gemma":[0.9914353,0.000003401454,0.000104893705,0.00004996819,0.0006816862,0.000084643696,0.000014191639,0.000007228617,0.0076186713],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99726593,0.000104475264,0.0011296257,0.00006189293,0.0012027877,0.0002352673],"domain_scores_gemma":[0.99583936,0.00018683249,0.0019728944,0.000183047,0.0017148439,0.000103011706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019670806,0.00011495223,0.00025673886,0.0001542732,0.00038361637,0.00025184077,0.00034683032,0.000051714567,0.0001622764],"category_scores_gemma":[0.00029542303,0.00008209451,0.00017827218,0.00029370596,0.000008699387,0.00031476078,0.00006622253,0.00017215303,0.0000450926],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000114452385,0.00012846541,0.7547511,0.00033922837,0.0005194449,2.2509597e-7,0.0075242445,0.030169224,0.00044656778,0.008152461,0.19211538,0.005739244],"study_design_scores_gemma":[0.0013163029,0.000103505845,0.021864474,0.00025612602,0.000049358343,0.000008299489,0.003575228,0.005425116,0.00015416332,0.000018061926,0.96707076,0.0001585823],"about_ca_topic_score_codex":0.00024725057,"about_ca_topic_score_gemma":0.000005183355,"teacher_disagreement_score":0.7749554,"about_ca_system_score_codex":0.00018455881,"about_ca_system_score_gemma":0.00020191511,"threshold_uncertainty_score":0.3347717},"labels":[],"label_agreement":null},{"id":"W7061987777","doi":"","title":"The Role of Individualism–Collectivism in Shaping Consumer Evaluations of Achievement-Related Gamification Features","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Superconducting Materials and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Collectivism; Individualism; Consumer behaviour; Hofstede's cultural dimensions theory; Individualistic culture; Cultural diversity","score_opus":0.012189124931570277,"score_gpt":0.2591511533072613,"score_spread":0.246962028375691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061987777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98580086,0.0014436344,0.0013396009,0.00085706793,0.0023761406,0.001956764,0.0001482692,0.000033556862,0.0060440763],"genre_scores_gemma":[0.999659,0.000051751605,0.000045681325,0.000007741884,0.000018532839,0.00006948869,0.000007694024,0.0000038921435,0.00013624407],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9985738,0.00007408834,0.0009874313,0.000024824909,0.00026114378,0.00007873681],"domain_scores_gemma":[0.99780875,0.00053031085,0.00100705,0.000111881986,0.00053271075,0.000009286081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019737673,0.000056862813,0.00016083587,0.00018079161,0.00012777217,0.00006432823,0.00018415236,0.00007679128,8.677537e-7],"category_scores_gemma":[0.0007558786,0.000038713064,0.00008065734,0.00041271586,0.000012984216,0.00035606342,0.000013145742,0.000097564836,8.570703e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108744425,0.00027185617,0.1066261,0.0010925571,0.0022692615,2.49215e-8,0.032138262,0.35647902,0.26247787,0.2004781,0.016603969,0.021454236],"study_design_scores_gemma":[0.0073658917,0.00015782002,0.48494315,0.002035835,0.000741922,0.0000131873,0.04024936,0.07365068,0.1876822,0.017156072,0.18544744,0.0005564471],"about_ca_topic_score_codex":0.000019985662,"about_ca_topic_score_gemma":0.00000663511,"teacher_disagreement_score":0.37831703,"about_ca_system_score_codex":0.00023485749,"about_ca_system_score_gemma":0.0000724234,"threshold_uncertainty_score":0.15786728},"labels":[],"label_agreement":null},{"id":"W7062645223","doi":"","title":"User Perceptions and Employment of Interface Agents for Email Notification: An Inductive Approach","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Intrusiveness; Interface (matter); Perception; Usability; Reliability (semiconductor); User interface; Key (lock)","score_opus":0.03235620189200335,"score_gpt":0.26092976915866606,"score_spread":0.22857356726666272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062645223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94321454,0.000020275478,0.055618618,0.000044064163,0.0004934076,0.00039170813,0.00005212763,0.000011653235,0.00015359558],"genre_scores_gemma":[0.9989115,0.000012780499,0.0008068554,0.000009868478,0.00007312123,0.000025257297,0.000008129973,0.000005866273,0.00014664906],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991568,0.00002352715,0.00052406883,0.000026677817,0.00019331653,0.00007563938],"domain_scores_gemma":[0.99879247,0.000040324398,0.00058029057,0.00007894748,0.0004765939,0.000031347005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004429567,0.000056892786,0.00013761895,0.00006929698,0.000104039806,0.000043207,0.000099469435,0.000059432306,4.6189217e-7],"category_scores_gemma":[0.000068737696,0.00004258154,0.000066630506,0.00009370231,0.000009745736,0.0010144309,0.000008397287,0.00005899281,7.405918e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001552353,0.00033250373,0.20302056,0.00079518894,0.0010416611,6.970103e-8,0.061030135,0.68956214,0.008787496,0.007907043,0.024753511,0.0026144395],"study_design_scores_gemma":[0.0036145109,0.00037722944,0.34984168,0.00013163216,0.00021285862,0.00006967264,0.014336732,0.5803292,0.004042497,0.000120004894,0.046543416,0.00038056524],"about_ca_topic_score_codex":0.0000052591085,"about_ca_topic_score_gemma":0.0000014564739,"teacher_disagreement_score":0.14682113,"about_ca_system_score_codex":0.00022336573,"about_ca_system_score_gemma":0.000020258542,"threshold_uncertainty_score":0.17364249},"labels":[],"label_agreement":null},{"id":"W7062807252","doi":"","title":"Using LibreOffice Base to Teach Relational Database Management","year":2022,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Relational database; Database design; Data administration; Database application; Base (topology); Relational database management system; Database model; Competitor analysis; Distributed database; Database schema","score_opus":0.028221441797433224,"score_gpt":0.25761674927273853,"score_spread":0.22939530747530532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062807252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93010384,0.000020895466,0.04998948,0.00080432347,0.0048782807,0.0012444139,0.00053297885,0.000020056672,0.012405709],"genre_scores_gemma":[0.9974149,1.9098636e-7,0.0010739766,0.00011277832,0.00018482571,0.000032697575,0.000032067932,0.000004119356,0.0011444743],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987692,0.000062721294,0.00049792946,0.00003390595,0.0005233768,0.00011281698],"domain_scores_gemma":[0.9986547,0.000056145673,0.00097058364,0.00008759849,0.0001932104,0.00003774241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001393262,0.0000551731,0.00009306101,0.00011851279,0.0003989074,0.00007869887,0.00017771024,0.0000102788845,0.000029699895],"category_scores_gemma":[0.00002175103,0.00004488308,0.00008332531,0.0002627741,0.0000019828162,0.00085122726,0.000081374674,0.00011248367,0.000014439027],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026993526,0.00013346529,0.35420287,0.00010517529,0.00067822234,3.3532524e-7,0.0050843563,0.485193,0.001012803,0.06116969,0.08925676,0.002893366],"study_design_scores_gemma":[0.0017377965,0.000052432846,0.024460318,0.000052632226,0.00008363688,0.0000075600547,0.003369509,0.042383984,0.00066249585,0.00011160371,0.9268857,0.00019231012],"about_ca_topic_score_codex":0.0000072520415,"about_ca_topic_score_gemma":9.64399e-8,"teacher_disagreement_score":0.83762896,"about_ca_system_score_codex":0.00036903302,"about_ca_system_score_gemma":0.00006512034,"threshold_uncertainty_score":0.30681133},"labels":[],"label_agreement":null},{"id":"W7065077726","doi":"","title":"Digital Transformation with Blockchain Platforms: The Case of Logistics Companies in Singapore and China","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Blockchain; Transformative learning; China; Digital transformation; Key (lock); Empirical research","score_opus":0.0073079248955185295,"score_gpt":0.23947257594989993,"score_spread":0.2321646510543814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065077726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.921021,0.00003560112,0.020181872,0.002058675,0.00028138727,0.0011934642,0.00016288598,0.0000043351365,0.05506077],"genre_scores_gemma":[0.9993562,0.000001177108,0.000021381977,0.0000107854585,0.000021955078,0.000008901193,0.0000062319714,0.0000013150574,0.0005720585],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990755,0.000022719401,0.0005895755,0.000021059286,0.00021314324,0.00007803163],"domain_scores_gemma":[0.9985193,0.00020845747,0.0008641162,0.000066549874,0.00032787106,0.000013694877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008706373,0.000054302698,0.00013766314,0.00012374177,0.00010748644,0.00014284249,0.00010212469,0.000024374027,0.0000128970705],"category_scores_gemma":[0.00007724071,0.000028318193,0.00004820804,0.00020446845,0.000022023516,0.00018195988,0.000017813669,0.00011090755,2.3935735e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006730748,0.00028972255,0.28016898,0.0012825385,0.00091078324,0.0000023960497,0.036659017,0.058437582,0.00007960248,0.3773866,0.009874595,0.23423511],"study_design_scores_gemma":[0.017568327,0.0009132857,0.11544396,0.001789759,0.0003948034,0.000194466,0.23492035,0.45892566,0.00078642037,0.0055687493,0.16293864,0.00055557484],"about_ca_topic_score_codex":0.00012091375,"about_ca_topic_score_gemma":0.000030407104,"teacher_disagreement_score":0.40048808,"about_ca_system_score_codex":0.000041249834,"about_ca_system_score_gemma":0.00008199242,"threshold_uncertainty_score":0.13774334},"labels":[],"label_agreement":null},{"id":"W7065324531","doi":"","title":"Designing Culturally Appropriate Hackathons to Increase Data Literacy in Indigenous Communities","year":2023,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Literacy; Traditional knowledge; Process (computing); Action research; Culturally appropriate","score_opus":0.029192189874484353,"score_gpt":0.30177572250611073,"score_spread":0.2725835326316264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065324531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.955518,0.000029821495,0.009192309,0.004512697,0.0017724038,0.0036013452,0.000849555,0.000048162543,0.024475714],"genre_scores_gemma":[0.99568236,0.0000032445885,0.00029792887,0.00006607596,0.00015679025,0.000045240096,0.00019500214,0.000004703508,0.0035486345],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984035,0.00018864784,0.00070309715,0.000034065433,0.0004933482,0.00017734316],"domain_scores_gemma":[0.9978432,0.0003357706,0.00089207414,0.00025359687,0.0006252476,0.000050102164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032075753,0.00006833423,0.00015914398,0.00027878725,0.00019228605,0.00038689937,0.0006457599,0.000029381992,0.00007715782],"category_scores_gemma":[0.00024865606,0.000048045735,0.000060039085,0.00049473695,0.0000047289473,0.00054047466,0.00022354553,0.00016879033,0.000044585602],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025561036,0.00020394656,0.38059554,0.00039991914,0.000533801,0.0000011679969,0.18824191,0.020467337,0.0014672236,0.0039712857,0.23264378,0.17121847],"study_design_scores_gemma":[0.0031432644,0.00015423595,0.074719585,0.0005308584,0.000061192404,0.000004442235,0.06569096,0.026120488,0.00020439191,0.00023857107,0.82881856,0.00031342954],"about_ca_topic_score_codex":0.0012119857,"about_ca_topic_score_gemma":0.000040682815,"teacher_disagreement_score":0.5961748,"about_ca_system_score_codex":0.000081820646,"about_ca_system_score_gemma":0.00014906678,"threshold_uncertainty_score":0.37308797},"labels":[],"label_agreement":null},{"id":"W7066222510","doi":"","title":"Guiding the Future: Boardroom Governance in the Age of Artificial Intelligence","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Corporate governance; Face (sociological concept); Data governance; Space (punctuation); Information governance; Information technology; Emerging technologies","score_opus":0.043270063159268166,"score_gpt":0.3441615170148552,"score_spread":0.300891453855587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066222510","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.105171025,0.0025084305,0.014867768,0.5609437,0.04043011,0.0052136458,0.00015523798,0.000044096767,0.27066597],"genre_scores_gemma":[0.9979319,0.00018646113,0.000024143164,0.0009035858,0.00052267744,0.000006772372,8.804338e-7,0.0000017224734,0.00042188226],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976626,0.00043650917,0.0008568867,0.000027706792,0.00087105547,0.00014524924],"domain_scores_gemma":[0.99592614,0.0010442139,0.0019694762,0.00011239332,0.0009337407,0.000014023636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012053163,0.000054120344,0.00016045022,0.0000571742,0.00058577064,0.00038875194,0.00068868115,0.00012918982,0.0000012263897],"category_scores_gemma":[0.0047138,0.000028394355,0.00017494276,0.00056906266,0.00006026835,0.0009254118,0.000024111849,0.00022199498,0.0000016402583],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018405108,0.00001588174,0.0018709907,0.00002743505,0.00004456057,7.674163e-8,0.057133224,0.00076370157,0.000013741781,0.927439,0.009735359,0.0029376228],"study_design_scores_gemma":[0.00021365262,0.00004219979,0.014091551,0.00026017375,0.000056922774,9.2300496e-7,0.15542513,0.00041300565,0.0001143883,0.049440023,0.7798488,0.00009319861],"about_ca_topic_score_codex":0.00040546455,"about_ca_topic_score_gemma":0.00070194196,"teacher_disagreement_score":0.8927609,"about_ca_system_score_codex":0.0004710327,"about_ca_system_score_gemma":0.0003436589,"threshold_uncertainty_score":0.5643199},"labels":[],"label_agreement":null},{"id":"W7066376281","doi":"","title":"Human-AI Knowledge Creation Through a Peircean Lens","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Through-the-lens metering; Pragmatism; Dimension (graph theory); Process (computing); Organizational learning; Knowledge creation; Knowledge production; Organizational theory; Organizational culture","score_opus":0.013038556633405673,"score_gpt":0.3012240478152589,"score_spread":0.2881854911818532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066376281","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058122363,0.000039746585,0.08727807,0.0035631475,0.0121472785,0.0013530402,0.00031188084,0.000042228727,0.8371422],"genre_scores_gemma":[0.9854901,0.0000015270816,0.000047690726,0.00012024961,0.00033485805,0.000018955006,0.000023277706,0.000003806854,0.01395953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988982,0.00005733731,0.00071119104,0.00003442156,0.00019263383,0.0001062164],"domain_scores_gemma":[0.99704534,0.00024414345,0.0014134955,0.00010760616,0.0011725154,0.000016877477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051857193,0.00007821313,0.00016727473,0.00010976333,0.0003094431,0.00025640367,0.00015342505,0.00005380077,0.000022444698],"category_scores_gemma":[0.00016883334,0.000055847355,0.00021316535,0.00020524366,0.000007366156,0.0014826665,0.000021583008,0.0001465033,0.000055258533],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023287812,0.00017109593,0.05482661,0.000108042696,0.00048602818,2.924468e-8,0.0029217703,0.010193037,0.00008252183,0.5065383,0.4240313,0.0006180167],"study_design_scores_gemma":[0.0011892427,0.00004112651,0.0059595965,0.0002226474,0.00013185131,0.0000013231721,0.0019430651,0.0012789982,0.0007499156,0.0024530885,0.98594284,0.00008632662],"about_ca_topic_score_codex":0.000072918025,"about_ca_topic_score_gemma":0.0000042188103,"teacher_disagreement_score":0.92736775,"about_ca_system_score_codex":0.00032898894,"about_ca_system_score_gemma":0.00012441467,"threshold_uncertainty_score":0.24725063},"labels":[],"label_agreement":null},{"id":"W7070273375","doi":"","title":"Positioning RFID Technology Into The Innovation Theory Landscape: A Multidimensional Perspective Integrating Case Study Approach","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"X-ray Diffraction in Crystallography","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Supply chain; Extant taxon; Process (computing); Innovation diffusion; Supply chain management; Innovation management; Perspective (graphical); Stakeholder; Product (mathematics)","score_opus":0.016682500283978424,"score_gpt":0.2634747465771191,"score_spread":0.2467922462931407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070273375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97125834,0.000045573248,0.022590807,0.0002312962,0.0017564204,0.0010691229,0.000015161394,0.000049592694,0.0029836618],"genre_scores_gemma":[0.9971907,8.8516936e-7,0.0024089224,0.000080972524,0.00013681798,0.00009128851,0.0000034146094,0.000008608243,0.00007837466],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9976205,0.00040164983,0.0011162154,0.000091195194,0.00060835923,0.00016207068],"domain_scores_gemma":[0.99245155,0.0003749594,0.003601929,0.00020718103,0.0033412105,0.000023179937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061264806,0.00012818967,0.00022134253,0.0005837269,0.0007763785,0.00019949842,0.00031532976,0.00012993961,0.000008047685],"category_scores_gemma":[0.001760448,0.000073099975,0.00012399588,0.0010897561,0.000046861423,0.0015263371,0.00006695453,0.0003189443,0.0000070648102],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056052406,0.0007858735,0.083347835,0.0001191747,0.00092133594,0.000011175069,0.40652427,0.0062734517,0.021944545,0.47615823,0.0025740776,0.00077950733],"study_design_scores_gemma":[0.0021392028,0.00039966387,0.005680296,0.00009590865,0.0002006327,0.0016832039,0.97895867,0.0028406081,0.0015536444,0.0048245364,0.0013841315,0.00023947738],"about_ca_topic_score_codex":0.00015674424,"about_ca_topic_score_gemma":0.000008773032,"teacher_disagreement_score":0.5724344,"about_ca_system_score_codex":0.00053155737,"about_ca_system_score_gemma":0.000112182395,"threshold_uncertainty_score":0.5971354},"labels":[],"label_agreement":null},{"id":"W7070357721","doi":"","title":"Perceptions of Artificial Intelligence in Healthcare Among Nurses","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Media and Philosophy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perception; Health care; Patient care; Focus (optics); Focus group; Applications of artificial intelligence","score_opus":0.01621780120288854,"score_gpt":0.28479672234862363,"score_spread":0.2685789211457351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070357721","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30906984,0.0002137793,0.6113704,0.023541303,0.02856571,0.0023852712,0.000108515385,0.00006136359,0.024683848],"genre_scores_gemma":[0.999448,0.00000396271,0.0002560838,0.00009875761,0.00005139215,0.000007999143,0.0000012020384,0.0000010028332,0.00013161109],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986572,0.000064353895,0.000844567,0.000030265783,0.0003201764,0.000083412386],"domain_scores_gemma":[0.997831,0.0002037634,0.0011860563,0.000116409035,0.00064012234,0.000022638362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086248864,0.00004527219,0.00015044477,0.0002676573,0.000053747313,0.00013129097,0.000416159,0.000057031288,1.9594667e-7],"category_scores_gemma":[0.00050957635,0.00003305831,0.00010883462,0.00051940716,0.000011824794,0.0016038938,0.000030737043,0.00009625681,0.0000029261662],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018290015,0.00005749386,0.09221229,0.00017305944,0.00004020405,8.1136825e-8,0.0053402535,0.0065103816,0.000028777722,0.87414604,0.0011084826,0.020364668],"study_design_scores_gemma":[0.0014981155,0.0006966669,0.44016072,0.0031001861,0.00009231124,0.000024472492,0.010864136,0.18452008,0.002815138,0.31672665,0.038906977,0.00059456157],"about_ca_topic_score_codex":0.000024001376,"about_ca_topic_score_gemma":0.000008765472,"teacher_disagreement_score":0.6903781,"about_ca_system_score_codex":0.00023801705,"about_ca_system_score_gemma":0.00012912898,"threshold_uncertainty_score":0.13480787},"labels":[],"label_agreement":null},{"id":"W7071011882","doi":"","title":"Research Exchange - November 17, 2020 \"New Directions at MISQ\" with Andrew Burton-Jones, moderated by Cynthia Beath","year":2020,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Variety (cybernetics); Information system; Associate editor; State (computer science); Information technology; Information science; Digital scholarship","score_opus":0.026283302881464833,"score_gpt":0.2709113145668056,"score_spread":0.2446280116853408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071011882","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02422713,0.0016954063,0.7145618,0.14995216,0.019415619,0.008901233,0.0005077751,0.0005928913,0.080145955],"genre_scores_gemma":[0.93672365,0.00015477334,0.002872375,0.003989666,0.0013173361,0.00023328437,0.00012560535,0.00003371998,0.054549564],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99645823,0.00022333628,0.0012279369,0.000117846175,0.0016639727,0.00030865392],"domain_scores_gemma":[0.99434835,0.00018240578,0.002217583,0.00023669189,0.0027638345,0.00025113343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00242308,0.00016005113,0.00029973398,0.000195545,0.00065690227,0.0008106902,0.0007120685,0.00014139488,0.000021197244],"category_scores_gemma":[0.00033364218,0.00009891973,0.0001322726,0.0013156459,0.000014742446,0.0032072545,0.000115448645,0.00029840771,0.00010810977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000416441,0.000025579457,0.0012555587,0.00009314141,0.00013184057,1.4376795e-7,0.016325127,0.0014377852,0.00005836187,0.002032284,0.978127,0.0004715301],"study_design_scores_gemma":[0.0013356134,0.000094550036,0.00088403,0.000104440776,0.000016876858,0.000054300213,0.0020066153,0.010374226,0.000583319,0.000019000645,0.9843534,0.00017361857],"about_ca_topic_score_codex":0.00004335476,"about_ca_topic_score_gemma":0.0000080823875,"teacher_disagreement_score":0.91249657,"about_ca_system_score_codex":0.0012787868,"about_ca_system_score_gemma":0.000632885,"threshold_uncertainty_score":0.78175044},"labels":[],"label_agreement":null},{"id":"W7071133472","doi":"","title":"Revitalizing Organizational Memory through Hermeneutic Phenomenology: Interpreting Information System Change in Ontario’s Child Protection Sector","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Organizational memory; Phenomenon; Organizational learning; Organizational studies; Action (physics); Embodied cognition; Holism; Organizational change; Information system","score_opus":0.031491973484861824,"score_gpt":0.27328007195333287,"score_spread":0.24178809846847105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071133472","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33490443,0.00049951655,0.052184843,0.020249387,0.06187825,0.018742215,0.00047414855,0.0004808048,0.5105864],"genre_scores_gemma":[0.9983185,0.000010438377,0.00014178055,0.0005610493,0.00043104723,0.00012479529,0.00006293637,0.000008087809,0.00034137582],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963772,0.0005022339,0.0018526283,0.0000651839,0.0009200033,0.00028270902],"domain_scores_gemma":[0.99323916,0.00013423187,0.0040377737,0.0001368764,0.0024044141,0.00004753167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040169284,0.00013472291,0.00031302724,0.00026460242,0.0007829906,0.00054434454,0.00024461024,0.00019872999,0.000030166066],"category_scores_gemma":[0.0013287832,0.000116509116,0.00015775235,0.0007393227,0.00002294457,0.008638934,0.000047954592,0.00027834176,0.000026986458],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001307418,0.00004028775,0.03284598,0.0008314667,0.00024979853,5.410103e-7,0.6882076,0.0019607649,0.00004053968,0.27238002,0.0017079534,0.0016043026],"study_design_scores_gemma":[0.0030983407,0.00010628078,0.010299331,0.001540723,0.000092440714,0.00010477669,0.400146,0.0015846189,0.0002442285,0.00042130868,0.5819717,0.00039025227],"about_ca_topic_score_codex":0.0069757393,"about_ca_topic_score_gemma":0.0048959646,"teacher_disagreement_score":0.66341406,"about_ca_system_score_codex":0.005832169,"about_ca_system_score_gemma":0.0006867339,"threshold_uncertainty_score":0.9996369},"labels":[],"label_agreement":null},{"id":"W7071221265","doi":"","title":"Shaping Entrepreneurial Ecosystems through Digitalization: Insights from Canada","year":2024,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ecosystem; Entrepreneurship; Information system; Work (physics)","score_opus":0.01858112456219486,"score_gpt":0.20021509387908454,"score_spread":0.1816339693168897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071221265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6728404,0.00056969805,0.061597083,0.016538564,0.0885623,0.0032058323,0.00076185336,0.00035387222,0.1555704],"genre_scores_gemma":[0.99600196,0.000002069031,0.00001569843,0.000811451,0.0024560317,0.000004288153,0.00007468903,0.000009695561,0.0006241366],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99794847,0.000021194397,0.0008439553,0.00007090325,0.0009921126,0.00012336441],"domain_scores_gemma":[0.9968115,0.0001487316,0.001995,0.00011808441,0.0009166125,0.000010058964],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00041558864,0.00011261802,0.00018986044,0.00015570079,0.0002110461,0.0013577521,0.00029142908,0.00013497155,0.000014154015],"category_scores_gemma":[0.0003430617,0.00008607715,0.00012077156,0.0005486925,0.0000047965523,0.00827188,0.000060259383,0.00018936442,0.00002357231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007914922,0.000034880813,0.036319483,0.0006346716,0.0008642168,0.000003459989,0.0016638668,0.04177111,0.00012274763,0.38035527,0.5377683,0.00038284773],"study_design_scores_gemma":[0.000537431,0.0000039706733,0.0007485289,0.0002478803,0.00007845868,0.0000023092564,0.001007796,0.028294953,0.000057713612,0.0009879787,0.96791774,0.000115236486],"about_ca_topic_score_codex":0.019308561,"about_ca_topic_score_gemma":0.003565998,"teacher_disagreement_score":0.43014944,"about_ca_system_score_codex":0.001379093,"about_ca_system_score_gemma":0.00026530493,"threshold_uncertainty_score":0.9996789},"labels":[],"label_agreement":null},{"id":"W7071249541","doi":"","title":"There and Back Again: Seeking Balance in the Implementation of Post-agile Approaches","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Operationalization; Work (physics); Balance (ability); Quality (philosophy); Ask price; Focus (optics)","score_opus":0.017719956590594745,"score_gpt":0.2686866529040659,"score_spread":0.2509666963134712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071249541","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11258584,0.0006209166,0.86897075,0.01042985,0.0018498836,0.0014748356,0.00002898892,0.00004307585,0.0039958465],"genre_scores_gemma":[0.9978613,0.000015924574,0.0019143774,0.00013389674,0.000020541262,0.000009236884,0.0000012266167,0.0000010606836,0.000042437616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992045,0.00008976636,0.00041445316,0.000024980847,0.0002082087,0.0000580793],"domain_scores_gemma":[0.9982105,0.00040523979,0.0010709366,0.00009998064,0.00020748182,0.000005880235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022966524,0.00003917105,0.00009179643,0.00009162154,0.0000493505,0.0001635976,0.00032255257,0.000034370394,2.8552418e-7],"category_scores_gemma":[0.0002037409,0.000023389448,0.00004317507,0.00023203889,0.0000032963083,0.0012420395,0.000031336396,0.00007869895,4.0080545e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000879459,0.000109160464,0.4923617,0.0018639448,0.0005502839,4.6050937e-7,0.07861557,0.017075557,0.00084345083,0.30723384,0.030934298,0.07032379],"study_design_scores_gemma":[0.0033572246,0.0003523884,0.5224934,0.00090708374,0.000094725765,0.00005834262,0.025364362,0.13332681,0.0027892573,0.0035313996,0.30737355,0.00035142666],"about_ca_topic_score_codex":0.000024846702,"about_ca_topic_score_gemma":0.0000025283744,"teacher_disagreement_score":0.8852754,"about_ca_system_score_codex":0.000087312656,"about_ca_system_score_gemma":0.000042335734,"threshold_uncertainty_score":0.15775754},"labels":[],"label_agreement":null},{"id":"W7072027118","doi":"","title":"A Study of Requirements Negotiations in Virtual Project Teams","year":2000,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Negotiation; Exploratory research; Virtual team; Work (physics); Software; Collaborative software; Requirements analysis; Information system","score_opus":0.025449344558110883,"score_gpt":0.3291905329420535,"score_spread":0.30374118838394265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072027118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875722,0.0000133244375,0.0000956509,0.00007804578,0.0014880348,0.00087179476,0.000038308946,0.0000055377654,0.009837114],"genre_scores_gemma":[0.99710655,0.0000043705277,0.000009808493,0.000035254056,0.00008760188,0.000036501726,0.0000049450196,0.000004496133,0.0027104812],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980984,0.00014729834,0.0011632234,0.000037620757,0.00042969247,0.00012380502],"domain_scores_gemma":[0.99744755,0.000099995785,0.001964093,0.0001421161,0.00032996523,0.000016286935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016878223,0.0000670777,0.0002033123,0.00022510206,0.0000756464,0.00004653757,0.00022348334,0.00007470187,0.000016697048],"category_scores_gemma":[0.00011554397,0.000048033464,0.00009206819,0.00035285912,0.0000054084903,0.0007518843,0.000010399808,0.0001321435,0.000017551076],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053410605,0.0011917906,0.76112235,0.00007259824,0.0006287425,4.7848164e-7,0.16410542,0.037329193,0.000021529888,0.0067434744,0.01672651,0.011523792],"study_design_scores_gemma":[0.013181056,0.0022088296,0.76873624,0.00024017642,0.00014743232,0.000037956335,0.09033787,0.008796394,0.00001058351,0.00008387203,0.1159345,0.00028510508],"about_ca_topic_score_codex":0.00018817716,"about_ca_topic_score_gemma":0.000042578868,"teacher_disagreement_score":0.09920799,"about_ca_system_score_codex":0.00034139035,"about_ca_system_score_gemma":0.00007609864,"threshold_uncertainty_score":0.19587478},"labels":[],"label_agreement":null},{"id":"W7073638053","doi":"","title":"Prospective Physicians’ Intention to Adopt Artificial Intelligence: A Configurational Perspective","year":2023,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Glass properties and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Variety (cybernetics); Exploratory research; Principal (computer security); Digital transformation; Exploratory analysis","score_opus":0.027065525368101983,"score_gpt":0.2820114799033699,"score_spread":0.2549459545352679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073638053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7458702,0.00007665963,0.16461086,0.043342765,0.019302867,0.008167797,0.00097249,0.0003640019,0.017292352],"genre_scores_gemma":[0.99841994,0.0000025543395,0.00015731649,0.00016016827,0.00028603597,0.00012688266,0.000009146271,0.0000056617323,0.00083232066],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99839437,0.00006151411,0.0007237224,0.000067564986,0.0005949607,0.00015785995],"domain_scores_gemma":[0.9958611,0.00012146936,0.0012876614,0.00010672183,0.0025850676,0.00003794873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014198107,0.00007843975,0.00016198089,0.0001563777,0.00030044804,0.00031489937,0.00025260984,0.000058467427,0.00000826786],"category_scores_gemma":[0.00091466017,0.000054869564,0.00014785898,0.00055262406,0.000016335025,0.00092492765,0.000034098724,0.00009482535,0.000383786],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002687566,0.000107566484,0.0015765532,0.0000784359,0.00015585493,1.577693e-7,0.025984708,0.042131443,0.06681392,0.819953,0.040437035,0.0024925724],"study_design_scores_gemma":[0.0019166295,0.0012925883,0.07466752,0.0009303065,0.0003661611,0.000058847527,0.27374724,0.04681663,0.22187543,0.07125673,0.30584574,0.0012261708],"about_ca_topic_score_codex":0.000030488514,"about_ca_topic_score_gemma":0.0000063095035,"teacher_disagreement_score":0.74869627,"about_ca_system_score_codex":0.0007783854,"about_ca_system_score_gemma":0.00010237031,"threshold_uncertainty_score":0.49329206},"labels":[],"label_agreement":null},{"id":"W7074640257","doi":"","title":"Pair Analytics in a Visual Analytics Context","year":2023,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Visual analytics; Analytics; Visualization; Context (archaeology); Government (linguistics); Data visualization; Interpersonal communication; Work (physics)","score_opus":0.04426252439014472,"score_gpt":0.26566171069425343,"score_spread":0.2213991863041087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074640257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886723,0.000027064709,0.00055935583,0.0035668497,0.0020232503,0.00049710897,0.000034192748,0.000027963128,0.004591893],"genre_scores_gemma":[0.9964677,0.000009922634,0.000008197442,0.00015008388,0.00006890645,0.000004364066,0.0000033675014,0.0000027128249,0.0032847149],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984933,0.00009187458,0.0007045793,0.00003096368,0.0005365642,0.00014270701],"domain_scores_gemma":[0.9985085,0.00018881462,0.0011306594,0.00006139925,0.00008304121,0.000027583357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002457757,0.000058108184,0.00017159981,0.00011365651,0.00012391186,0.00007851378,0.0001686481,0.00006243795,0.0000037909845],"category_scores_gemma":[0.0004980638,0.000036857964,0.00012870948,0.0005352927,0.000018455414,0.0005258446,0.00006390271,0.000100592035,0.00011231352],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038918555,0.000038388825,0.71731734,0.00006537596,0.00014244342,4.877612e-7,0.013350876,0.17322479,0.000041832194,0.0004246998,0.09446624,0.0008886055],"study_design_scores_gemma":[0.0014228445,0.00010153277,0.3349362,0.00009144275,0.000056720328,0.0000068577847,0.014115144,0.060109302,0.00013486248,0.00024298398,0.58863133,0.00015078104],"about_ca_topic_score_codex":0.00006480264,"about_ca_topic_score_gemma":0.000045016837,"teacher_disagreement_score":0.4941651,"about_ca_system_score_codex":0.00060665084,"about_ca_system_score_gemma":0.000013254718,"threshold_uncertainty_score":0.15863708},"labels":[],"label_agreement":null},{"id":"W7074669611","doi":"","title":"Ethics, Power and Agency in Transnational Qualitative Methods: Remote Collaboration in a Refugee Camp","year":2023,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Refugee; Agency (philosophy); Participatory action research; Power (physics); Citizen journalism; Qualitative research; Focus (optics); Ethnography","score_opus":0.058341076915189805,"score_gpt":0.43187176499547064,"score_spread":0.37353068808028084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074669611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9065031,0.00035139202,0.03485959,0.049146563,0.0029012915,0.0024335403,0.0002770891,0.000058779493,0.003468665],"genre_scores_gemma":[0.9967656,0.000030647145,0.0026900398,0.00019337509,0.000041584808,0.000008333019,0.000032375545,0.000004606795,0.00023344797],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9979915,0.00050991465,0.00083958526,0.000042089196,0.0005094655,0.00010742624],"domain_scores_gemma":[0.9961784,0.0019784619,0.00093805813,0.000060382063,0.00080671214,0.000037994287],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009625274,0.000061729916,0.00021586388,0.00037198697,0.000060480634,0.00005607458,0.00006065303,0.00016020196,8.809912e-7],"category_scores_gemma":[0.011292322,0.000045404264,0.00006238644,0.00072031736,0.00001080065,0.0006292196,0.000011248327,0.00029874756,0.0000028724014],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013467437,0.00013567047,0.05703153,0.0010933639,0.00042637484,0.00000638797,0.7476204,0.0185072,0.0009269079,0.15426528,0.01154662,0.007093489],"study_design_scores_gemma":[0.016475396,0.0007675856,0.7053594,0.0020167439,0.00018701961,0.00009010773,0.09296886,0.05678988,0.00064780394,0.017885856,0.10635844,0.0004529359],"about_ca_topic_score_codex":0.000027026499,"about_ca_topic_score_gemma":0.000035715224,"teacher_disagreement_score":0.6546516,"about_ca_system_score_codex":0.00046561204,"about_ca_system_score_gemma":0.00023447462,"threshold_uncertainty_score":0.997036},"labels":[],"label_agreement":null},{"id":"W7074676459","doi":"","title":"AMCIS 2008 Panel Report: Aging Content on the Web: Issues, Implications, and Potential Research Opportunities","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Order (exchange); Web development; Web 2.0; Server; Web page; Web standards; Web server; Web technology","score_opus":0.164340499449741,"score_gpt":0.30821132708363913,"score_spread":0.14387082763389814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074676459","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36810806,0.0026898063,0.0020781844,0.56604457,0.0060198912,0.00322112,0.0005133169,0.00019327336,0.051131744],"genre_scores_gemma":[0.99525076,0.00030643487,0.000051396175,0.0017396596,0.00019145684,0.000002041448,0.00002191093,0.000001319794,0.002435007],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99840325,0.00020054002,0.00057565985,0.00004466288,0.0006274665,0.0001484286],"domain_scores_gemma":[0.997593,0.00029072168,0.0010983614,0.00014279518,0.00083034404,0.000044781445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051471065,0.00006186354,0.00012249863,0.00017055462,0.0005209594,0.00032756606,0.00022738868,0.000053424967,0.000008322548],"category_scores_gemma":[0.0006807101,0.000033653214,0.0000773399,0.00013986077,0.000029056688,0.00073793414,0.0000076915785,0.0002041884,0.000009592977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052127205,0.000015790702,0.022315975,0.000027069906,0.00006960807,0.0000019062608,0.0015003266,0.0007390116,0.00006711711,0.0051568104,0.9329642,0.037090067],"study_design_scores_gemma":[0.00039145545,0.00019128919,0.08677887,0.00014045338,0.000026118512,0.00029430716,0.0073396834,0.0089762015,0.00023871433,0.0015179642,0.8939981,0.00010683351],"about_ca_topic_score_codex":0.0002433531,"about_ca_topic_score_gemma":0.0000016036988,"teacher_disagreement_score":0.6271427,"about_ca_system_score_codex":0.000057707803,"about_ca_system_score_gemma":0.00008608067,"threshold_uncertainty_score":0.4006851},"labels":[],"label_agreement":null},{"id":"W7079212874","doi":"","title":"AMCIS 2025 Keynote Session","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Video recording","score_opus":0.00903659936886621,"score_gpt":0.23925305425787666,"score_spread":0.23021645488901044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7079212874","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038187422,0.00017642067,0.8126075,0.028680118,0.011741637,0.00064147543,0.000011527444,0.00006656606,0.14225599],"genre_scores_gemma":[0.9809328,0.0000062013282,0.0006298228,0.00044521148,0.00009761799,0.000007326871,0.0000017171766,5.613926e-7,0.017878756],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989121,0.00006001587,0.00057403033,0.00003568644,0.00031527644,0.00010289258],"domain_scores_gemma":[0.99715245,0.00019552522,0.0014778124,0.00016240409,0.000991265,0.000020518013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016266683,0.000055758286,0.00013401102,0.000095616735,0.0001769743,0.00023612409,0.0005539629,0.000083321174,9.000391e-7],"category_scores_gemma":[0.0011585328,0.000034935158,0.0001339416,0.00033319814,0.0000040404575,0.001122555,0.000080299025,0.000110684,0.0000084051535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053369604,0.000058604386,0.025390053,0.0005506679,0.000361043,3.9933659e-7,0.0035560452,0.040070873,0.0009128984,0.29237214,0.6231261,0.013547836],"study_design_scores_gemma":[0.000568458,0.0000170355,0.0042289137,0.00016444332,0.00001529382,0.000007459668,0.00024597923,0.0200802,0.0013394847,0.0026661053,0.9706086,0.000058013404],"about_ca_topic_score_codex":0.000002980192,"about_ca_topic_score_gemma":1.9467008e-7,"teacher_disagreement_score":0.977114,"about_ca_system_score_codex":0.00023353772,"about_ca_system_score_gemma":0.000120057615,"threshold_uncertainty_score":0.227695},"labels":[],"label_agreement":null},{"id":"W7081585168","doi":"","title":"Public Value of Open Data: Gender Equity in Bolivian STEM Education","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Graduation (instrument); Gender equity; Equity (law); Public value; Value (mathematics); Gender gap; Latin Americans; Higher education","score_opus":0.1093349855527127,"score_gpt":0.347656240955531,"score_spread":0.2383212554028183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7081585168","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019380353,0.0007119337,0.35622042,0.04507705,0.018019825,0.0036614444,0.0001210902,0.000054016113,0.5567539],"genre_scores_gemma":[0.9973147,0.0000050667286,0.0005309245,0.00020202478,0.000044945114,0.000010315722,0.000008892133,6.0366847e-7,0.0018825564],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984869,0.00013100768,0.0008670873,0.000059561295,0.0003416275,0.00011385719],"domain_scores_gemma":[0.99623543,0.00015491537,0.0021731404,0.00039283655,0.0010199655,0.000023690962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004954816,0.000054196782,0.00018188113,0.00016067953,0.000087965236,0.0004811251,0.0025637383,0.00007455142,5.444006e-7],"category_scores_gemma":[0.0010516631,0.000040087583,0.00005465315,0.00050682755,0.0000058832375,0.0040335273,0.0008601603,0.000108006905,0.0000014530058],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017821436,0.00014591446,0.05889123,0.0006384305,0.00016674906,6.1104394e-8,0.0026219366,0.0064330185,0.000116308474,0.8435229,0.07065186,0.016793786],"study_design_scores_gemma":[0.0018634101,0.000042067557,0.08088685,0.00059204595,0.00004276109,0.000019891748,0.0034215893,0.071957745,0.00081641594,0.020336727,0.819818,0.00020247174],"about_ca_topic_score_codex":0.00003053145,"about_ca_topic_score_gemma":0.0000037454888,"teacher_disagreement_score":0.9779343,"about_ca_system_score_codex":0.00037243863,"about_ca_system_score_gemma":0.00082942954,"threshold_uncertainty_score":0.4764106},"labels":[],"label_agreement":null},{"id":"W7127211403","doi":"","title":"When News Turns Nasty: Exploring Online Incivility on YouTube Through the Lens of Ventriloquism","year":2025,"lang":"","type":"article","venue":"Journal of the Association for Information Systems","topic":"Terrorism, Counterterrorism, and Political Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mainstream; Public opinion; Through-the-lens metering; Terrorism; Discourse analysis; Information flow; Public discourse","score_opus":0.06005147631118203,"score_gpt":0.31832031845999464,"score_spread":0.2582688421488126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127211403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8405904,0.001905571,0.0053518633,0.06028073,0.06486542,0.0041377246,0.0016287443,0.00006246737,0.021177076],"genre_scores_gemma":[0.9958511,0.00059007795,0.000009100914,0.0013141192,0.0012147329,0.000024749206,0.000007911005,0.000008552128,0.000979653],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940429,0.0008917558,0.0027020695,0.00012359192,0.0017472927,0.00049238856],"domain_scores_gemma":[0.99051106,0.0015054768,0.0054338374,0.0004133424,0.0020548196,0.000081493374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004668396,0.00024980278,0.0006615999,0.00019075535,0.00069438876,0.00035175568,0.0011295103,0.00030417932,0.000010555643],"category_scores_gemma":[0.0034414886,0.00015498171,0.0007273216,0.00061831967,0.00013978743,0.003370781,0.00011607489,0.0006322287,0.000014309264],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005646828,0.0004953894,0.01422429,0.0010591154,0.0012542498,3.6534612e-7,0.89093626,0.0028807374,0.000021585953,0.050879624,0.031726908,0.0059567997],"study_design_scores_gemma":[0.0016993555,0.000322893,0.015397754,0.0021770177,0.00041489318,0.0000026959844,0.44075954,0.00074314536,0.00008611826,0.0031759962,0.5349778,0.00024278743],"about_ca_topic_score_codex":0.0010761752,"about_ca_topic_score_gemma":0.00020016756,"teacher_disagreement_score":0.5032509,"about_ca_system_score_codex":0.0018649019,"about_ca_system_score_gemma":0.00069722877,"threshold_uncertainty_score":0.63199705},"labels":[],"label_agreement":null},{"id":"W7127246392","doi":"","title":"Why Generative AI Isn’t Formalized (Yet): Socio-Technical Barriers to Top Down Organizational Implementation","year":2025,"lang":"","type":"article","venue":"Journal of the Association for Information Systems","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Azrieli Foundation; European Commission","keywords":"Generative grammar; Situated; Software deployment; Field (mathematics); Privilege (computing); Set (abstract data type); Corporate governance; Top-down and bottom-up design","score_opus":0.01336511054911005,"score_gpt":0.35282243017246057,"score_spread":0.3394573196233505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127246392","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03166407,0.00045594448,0.070495896,0.78637195,0.043954197,0.010501226,0.001651016,0.00013904725,0.054766677],"genre_scores_gemma":[0.9512736,0.00017483553,0.0003550056,0.04309723,0.0010967813,0.00006765991,0.00006167434,0.000021051546,0.0038521676],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99352777,0.0009017026,0.00263053,0.00014775713,0.002218126,0.0005740871],"domain_scores_gemma":[0.9844084,0.0008886231,0.004603149,0.00021081498,0.009493495,0.00039551672],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.010055534,0.00028057705,0.0006400342,0.00047690843,0.0030561306,0.0021236043,0.0008711465,0.0006930539,0.00015300169],"category_scores_gemma":[0.012082651,0.00023219206,0.00058136554,0.0017402574,0.0001022849,0.005075251,0.00015152292,0.00065336266,0.000022009724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001288412,0.000040363768,0.008654533,0.00011107792,0.00061809464,1.11030715e-7,0.059224524,0.0024197164,0.00016201244,0.27319792,0.6550072,0.00043557803],"study_design_scores_gemma":[0.0033051202,0.0002659248,0.0027710123,0.00027941586,0.0004155345,0.0000030870638,0.08580356,0.00046082863,0.000492607,0.0085374825,0.8972704,0.00039503802],"about_ca_topic_score_codex":0.00043181537,"about_ca_topic_score_gemma":0.00033595573,"teacher_disagreement_score":0.91960955,"about_ca_system_score_codex":0.0049756593,"about_ca_system_score_gemma":0.0042590476,"threshold_uncertainty_score":0.9989123},"labels":[],"label_agreement":null},{"id":"W7155575838","doi":"","title":"Développement dela littératie des données dans les hackathons: une perspective de la théorie de l’activité","year":2025,"lang":"","type":"article","venue":"Journal of the Association for Information Systems","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Context (archaeology); Perspective (graphical); General interest","score_opus":0.012625347803633037,"score_gpt":0.2513170812964988,"score_spread":0.2386917334928658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7155575838","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.086998455,0.0031721084,0.8671983,0.01109692,0.009676605,0.0011362936,0.00013231716,0.00011836999,0.020470664],"genre_scores_gemma":[0.9965173,0.00054610125,0.0012898152,0.00005558514,0.0004331145,0.00005024148,0.000006094638,0.00001488847,0.0010868526],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99784505,0.00021579607,0.0010598976,0.00006682211,0.000480708,0.00033174508],"domain_scores_gemma":[0.99703926,0.000683016,0.0010762401,0.0001488498,0.00094940484,0.000103225066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031215656,0.00019822977,0.0003156992,0.00029713058,0.00037076752,0.0004003404,0.0003196977,0.00035959508,0.0000019639226],"category_scores_gemma":[0.0018036754,0.00015737639,0.0002716728,0.00071350514,0.00005210694,0.0009516426,0.000033961314,0.00046188026,0.0000037506245],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023010634,0.00043958565,0.06784285,0.0075777215,0.0043655215,0.0000012758665,0.18030314,0.45751622,0.004203904,0.21675083,0.047034033,0.013734804],"study_design_scores_gemma":[0.0063145007,0.00040520166,0.26998442,0.0082276,0.0016731275,0.000184881,0.1787775,0.22783896,0.008580937,0.034658298,0.26218042,0.0011741329],"about_ca_topic_score_codex":0.00017405233,"about_ca_topic_score_gemma":0.000016538785,"teacher_disagreement_score":0.90951884,"about_ca_system_score_codex":0.0077777267,"about_ca_system_score_gemma":0.00068841345,"threshold_uncertainty_score":0.9960312},"labels":[],"label_agreement":null},{"id":"W75427488","doi":"","title":"Analyzing Enterprise Systems Delivery Modes for Small and Medium Enterprises","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Software as a service; Enterprise system; Enterprise software; Enterprise information system; Small and medium-sized enterprises; Process management; Enterprise integration; Enterprise systems engineering; Enterprise life cycle; Computer science; Knowledge management; Business; Software; Software development; Enterprise architecture; Operating system","score_opus":0.01766204090564082,"score_gpt":0.24892924536120836,"score_spread":0.23126720445556753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W75427488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.915483,0.00029104605,0.049746294,0.0026486039,0.022220735,0.0041430993,0.00022814264,0.00010620558,0.0051328717],"genre_scores_gemma":[0.99774647,0.000008303476,0.00010260248,0.00028727163,0.001447132,0.00004536633,0.000021340013,0.000012250467,0.00032924232],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982265,0.000026556934,0.0011129554,0.000062780935,0.00037263113,0.00019856366],"domain_scores_gemma":[0.99458575,0.00026422326,0.0036386696,0.000122029465,0.0013636514,0.000025647161],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002581925,0.00013132564,0.0002876434,0.00035373334,0.00029315669,0.0012052347,0.00025303417,0.000098654644,0.000002527782],"category_scores_gemma":[0.0010213656,0.00009167342,0.00020008317,0.0001737254,0.000011465101,0.0033656186,0.00004611198,0.0001369864,0.000007990766],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005964703,0.0001384064,0.79038596,0.0041925665,0.0013610678,4.5361344e-7,0.0036105826,0.005627817,0.0074206856,0.043774962,0.13990562,0.0029853755],"study_design_scores_gemma":[0.0055919527,0.00008086432,0.040579535,0.0005257114,0.0004803211,0.000043205066,0.010369652,0.04790862,0.00025511577,0.00027194782,0.89344656,0.0004464877],"about_ca_topic_score_codex":0.00013253614,"about_ca_topic_score_gemma":0.000033972156,"teacher_disagreement_score":0.753541,"about_ca_system_score_codex":0.00014231475,"about_ca_system_score_gemma":0.000055394437,"threshold_uncertainty_score":0.9998316},"labels":[],"label_agreement":null},{"id":"W770524830","doi":"","title":"Negative Emotion and Seeking Social Support during the Early Stage of System Implementation: A Case Study","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Social psychology; Referent; Unified theory of acceptance and use of technology; Anxiety; Social influence","score_opus":0.07067528075815846,"score_gpt":0.3644274170468822,"score_spread":0.29375213628872376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W770524830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99722815,0.000004799477,0.00085437857,0.00023012163,0.00071298715,0.0007630174,0.00007581766,0.000016326754,0.000114414266],"genre_scores_gemma":[0.99913526,0.0000012707119,0.000025049176,0.000016297403,0.000082984145,0.000016856684,9.686457e-7,0.00000418002,0.00071713055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964856,0.00037076455,0.0016650761,0.00006906345,0.0012830567,0.00012642679],"domain_scores_gemma":[0.99238676,0.00037380718,0.005363162,0.0001615014,0.0016852246,0.000029537763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005402299,0.00009051214,0.00028384884,0.00029637953,0.0009107626,0.00019313011,0.00031666693,0.0000917157,0.0000045579263],"category_scores_gemma":[0.0004947904,0.000051845866,0.00015870167,0.00048818375,0.000038341146,0.0014556546,0.00006672182,0.00017717692,0.000004327871],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046840833,0.000033678025,0.9258322,0.00003744086,0.00011832208,0.0000091796155,0.0716677,0.0002060998,0.00004587698,0.0009322422,0.00074279914,0.0003276221],"study_design_scores_gemma":[0.0017752759,0.00013907926,0.63279897,0.000015839674,0.00004901774,0.0010482024,0.36258852,0.00024452133,0.00008867977,0.000017417138,0.0011734919,0.000061001087],"about_ca_topic_score_codex":0.00012320993,"about_ca_topic_score_gemma":0.0000251575,"teacher_disagreement_score":0.29303324,"about_ca_system_score_codex":0.00035763704,"about_ca_system_score_gemma":0.000095134536,"threshold_uncertainty_score":0.70049417},"labels":[],"label_agreement":null},{"id":"W782322426","doi":"","title":"A Process Tracing Study on Trust Formation in Recommendation Agents","year":2004,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Distrust; Trustworthiness; Tracing; Computer science; Process (computing); Protocol (science); Psychology; Business; Knowledge management; Internet privacy; Medicine; Pathology","score_opus":0.10717973943583242,"score_gpt":0.397005226775466,"score_spread":0.2898254873396336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W782322426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888766,0.000002603414,0.0051101497,0.0024508242,0.0016064784,0.0009627422,0.000018497949,0.00002109842,0.00095101306],"genre_scores_gemma":[0.9995556,0.000001133737,0.000029384566,0.0001675868,0.000052442043,0.00003471349,0.0000048230545,0.000004301485,0.00015002742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99639225,0.00019887161,0.001894363,0.0000757854,0.0012899351,0.00014882076],"domain_scores_gemma":[0.99429,0.00023296977,0.004092455,0.0001802633,0.001168914,0.00003541989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006887795,0.00009857018,0.00025568187,0.00081632775,0.00020390924,0.0003119732,0.00048352816,0.00013611608,0.000004592594],"category_scores_gemma":[0.0034394076,0.000063561645,0.00014013062,0.0008955411,0.0000069820044,0.0032814166,0.00002187607,0.00026104358,0.00005031193],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044434238,0.0010930623,0.77242327,0.00005162448,0.00011151181,0.0000014436192,0.061373107,0.13984178,0.00007175358,0.0047044046,0.007337004,0.012546719],"study_design_scores_gemma":[0.009778437,0.00067708635,0.8787193,0.00020849978,0.00005537321,0.000058307367,0.08839337,0.003332679,0.0005929302,0.0041730767,0.013767059,0.00024390071],"about_ca_topic_score_codex":0.0000074998497,"about_ca_topic_score_gemma":0.000015735586,"teacher_disagreement_score":0.1365091,"about_ca_system_score_codex":0.0010482407,"about_ca_system_score_gemma":0.00007517629,"threshold_uncertainty_score":0.41175407},"labels":[],"label_agreement":null},{"id":"W803859007","doi":"","title":"Organization Adoption of Linux: An Institutional Perspective","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Server; Bandwagon effect; Perspective (graphical); Process (computing); Business; Knowledge management; Computer science; Operating system","score_opus":0.008042009237376161,"score_gpt":0.1861207118913128,"score_spread":0.17807870265393663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W803859007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96470493,0.0000132686955,0.0056907674,0.00021995186,0.002071019,0.0003238923,0.000021072365,0.000018881903,0.02693621],"genre_scores_gemma":[0.99884623,9.186799e-7,0.000054082077,0.00009335298,0.00082226866,0.0000016433942,0.000066002154,0.0000042383754,0.000111288435],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99903864,0.0000020054997,0.0006205087,0.000027590226,0.0002424333,0.00006880936],"domain_scores_gemma":[0.99522686,0.000021139303,0.002606691,0.00005591646,0.0020845076,0.000004888278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006645957,0.00005450979,0.00012510372,0.00017054944,0.00012610901,0.00047053318,0.00012941181,0.000058867663,0.0000023782236],"category_scores_gemma":[0.00031933349,0.00004022344,0.00007972222,0.00024692793,0.000008585645,0.013317359,0.000017714203,0.00004795256,0.00002137244],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003095874,0.00005175587,0.03622538,0.0000784648,0.00004226171,2.6556448e-8,0.00016321325,0.052882206,0.000057164427,0.9070059,0.0032639857,0.00019868638],"study_design_scores_gemma":[0.0076682903,0.00017580389,0.4924728,0.0004264326,0.00041550962,0.00004694763,0.026301568,0.06917375,0.0005967215,0.07251348,0.3293956,0.00081308704],"about_ca_topic_score_codex":0.00011654931,"about_ca_topic_score_gemma":0.000011741399,"teacher_disagreement_score":0.8344924,"about_ca_system_score_codex":0.0003844233,"about_ca_system_score_gemma":0.000052632353,"threshold_uncertainty_score":0.96547633},"labels":[],"label_agreement":null},{"id":"W80582974","doi":"","title":"CIO SURVIVAL AND THE COMPOSITION OF THE TOP MANAGEMENT TEAM","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Survivability; Private sector; Business; Rank (graph theory); Public sector; Demographic economics; Public relations; Economics; Political science; Computer science; Economic growth; History; Economy","score_opus":0.014390438744389836,"score_gpt":0.18854828680090283,"score_spread":0.174157848056513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W80582974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8493443,0.00017762506,0.005110894,0.0054178885,0.010832525,0.0028555507,0.000057399633,0.00002739651,0.1261764],"genre_scores_gemma":[0.99904716,0.000010318812,0.000013070038,0.00025771707,0.00021412646,0.0000071671543,0.0000014536371,0.0000027774151,0.00044618428],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.999004,0.000025973666,0.0004949568,0.000024939241,0.00038016462,0.00006995438],"domain_scores_gemma":[0.99605864,0.000050162194,0.003331768,0.00011193851,0.00044454195,0.0000029678108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016102666,0.000055144228,0.00013676599,0.000047762733,0.00017272678,0.00011166153,0.00024015416,0.000031994008,0.0000015670868],"category_scores_gemma":[0.00008164421,0.000026220789,0.00011663769,0.00019328443,0.000020739535,0.0013014802,0.000055885186,0.00006890589,0.000005212329],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044677375,0.000053681888,0.44494376,0.00050409796,0.000296491,8.396461e-8,0.0018001427,0.00095685123,0.00001711718,0.5169822,0.032501355,0.0014974619],"study_design_scores_gemma":[0.0025629355,0.000008015486,0.86312896,0.0001658969,0.00014784314,0.0000018933141,0.0010897822,0.001088005,0.000029945892,0.0014694844,0.13023816,0.00006909163],"about_ca_topic_score_codex":0.00007755937,"about_ca_topic_score_gemma":0.0000057104235,"teacher_disagreement_score":0.5155127,"about_ca_system_score_codex":0.00006839523,"about_ca_system_score_gemma":0.000010994062,"threshold_uncertainty_score":0.13284922},"labels":[],"label_agreement":null},{"id":"W81266829","doi":"","title":"Creating a Process-Centric Organization at FCC: SOA from the Top Down.","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Process management; Business; Computer science; Knowledge management; Programming language","score_opus":0.011287253715459411,"score_gpt":0.20349058317367996,"score_spread":0.19220332945822055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W81266829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9724487,0.00031607674,0.01583989,0.0047516683,0.0023638764,0.0006503318,0.000034449386,0.00008841249,0.003506597],"genre_scores_gemma":[0.9972568,0.000014335481,0.000023736446,0.0007150344,0.0014279253,0.0000071377103,0.000058209935,0.000010593881,0.00048623298],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99825025,0.000019821782,0.00080917345,0.000058862035,0.0007163465,0.00014556365],"domain_scores_gemma":[0.99303365,0.00015208118,0.0036231054,0.00012814606,0.0030537462,0.000009294851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009694558,0.00010754544,0.00021673145,0.00014734335,0.00094247184,0.0004682091,0.00034321652,0.00008573349,0.000015528489],"category_scores_gemma":[0.0019556698,0.00006117373,0.00014266816,0.0010488767,0.000011102427,0.00313601,0.000053172913,0.000118382704,0.000064290645],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006200517,0.000055822366,0.87808067,0.00026182152,0.0003637115,2.8682402e-7,0.0036387742,0.08271478,0.00005061971,0.0016630931,0.032205313,0.00090309395],"study_design_scores_gemma":[0.0070634205,0.000025233989,0.29651228,0.0008960882,0.0017856776,0.00004768832,0.010174038,0.26597172,0.00031225756,0.0014208272,0.41482374,0.00096701365],"about_ca_topic_score_codex":0.00013642067,"about_ca_topic_score_gemma":0.0000051594548,"teacher_disagreement_score":0.5815684,"about_ca_system_score_codex":0.00026929923,"about_ca_system_score_gemma":0.00007302346,"threshold_uncertainty_score":0.72488266},"labels":[],"label_agreement":null},{"id":"W81570458","doi":"","title":"ACTIVITY THEORY DRIVEN SYSTEM ANALYSIS OF COMPLEX HEALTHCARE PROCESSES","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Sociotechnical system; Documentation; Process (computing); Health care; Variety (cybernetics); Process management; Knowledge management; Information system; Computer science; Design science research; Engineering","score_opus":0.026344638856867768,"score_gpt":0.3263182533914229,"score_spread":0.2999736145345551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W81570458","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4021112,0.00015168106,0.41624397,0.007924495,0.016059529,0.007824391,0.0018232047,0.00026473036,0.1475968],"genre_scores_gemma":[0.9992836,0.000006927096,0.000062491315,0.00008587364,0.00022024631,0.000018590395,0.00002310927,0.0000038730254,0.00029529512],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965973,0.0008303472,0.0013001972,0.000040680854,0.0010509539,0.00018052301],"domain_scores_gemma":[0.98859286,0.0008014118,0.006729547,0.00013836635,0.0036782569,0.000059532864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008663335,0.000084823085,0.0004247362,0.0003947114,0.000589888,0.00019691334,0.00032629844,0.00010753152,0.000004740224],"category_scores_gemma":[0.0019204016,0.00006120854,0.00028452525,0.0011747575,0.00003426557,0.0018919833,0.00001994485,0.00008307181,0.000004365004],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012698327,0.000023317063,0.028720582,0.0010798519,0.0012493859,1.14471685e-8,0.06393042,0.007550157,0.000037749036,0.89246184,0.002760942,0.0020587337],"study_design_scores_gemma":[0.002317949,0.00026465268,0.05044792,0.0004287295,0.0015801266,0.0000045499683,0.20980625,0.014176831,0.00028044148,0.00064267404,0.7196961,0.00035377615],"about_ca_topic_score_codex":0.0003406285,"about_ca_topic_score_gemma":0.00014030849,"teacher_disagreement_score":0.8918192,"about_ca_system_score_codex":0.0008982768,"about_ca_system_score_gemma":0.00031146285,"threshold_uncertainty_score":0.45370013},"labels":[],"label_agreement":null},{"id":"W81616619","doi":"","title":"WHY DO UNIVERSITIES MAKE DISCONTINUOUS CHANGES TO THEIR WEB SITES? EXAMINING THE RELATIVE IMPORTANCE OF FOUR REASONS FOR CHANGE","year":2003,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Web visibility and informetrics","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Web site; Politics; Order (exchange); Variety (cybernetics); Institutional change; State (computer science); Public relations; Political science; World Wide Web; Business; The Internet; Marketing; Computer science; Public administration; Law","score_opus":0.05332838964314242,"score_gpt":0.254668083986704,"score_spread":0.20133969434356158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W81616619","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30713746,0.0008839844,0.63259596,0.025720114,0.0082124965,0.0072202655,0.00090362015,0.00009905826,0.017227052],"genre_scores_gemma":[0.9964909,0.000016736427,0.0017156267,0.0010252197,0.00012884964,0.000035082296,0.0000033635363,0.0000049424643,0.0005792659],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852085,0.00013159504,0.000635476,0.00006054443,0.00047091028,0.0001806236],"domain_scores_gemma":[0.9947331,0.00092314515,0.0028295326,0.00026010303,0.0012103689,0.000043780397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040067197,0.00009952648,0.00024178515,0.00025064073,0.00026027203,0.00023871657,0.00061481405,0.00008189964,6.339617e-7],"category_scores_gemma":[0.0015940858,0.000058517526,0.00016644422,0.000705576,0.000014483685,0.0024465765,0.000062465755,0.00011464633,0.0000013301901],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017190272,0.000094336036,0.063809,0.00055544876,0.00084545347,4.1163736e-7,0.14262453,0.0033283574,0.00026688667,0.71977705,0.06138556,0.007141098],"study_design_scores_gemma":[0.0021646474,0.0008955648,0.020557087,0.00041634648,0.00010429633,0.000041399773,0.039653376,0.014231899,0.0006872552,0.0019415563,0.91895187,0.00035470224],"about_ca_topic_score_codex":0.000008966482,"about_ca_topic_score_gemma":0.00003140372,"teacher_disagreement_score":0.8575663,"about_ca_system_score_codex":0.0004512028,"about_ca_system_score_gemma":0.00014442015,"threshold_uncertainty_score":0.23862754},"labels":[],"label_agreement":null},{"id":"W817781977","doi":"","title":"Consumer Perceptions of the Adoption of Electronic Personal Health Records: An Empirical Investigation","year":2012,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Perception; Artifact (error); Business; Health care; Empirical research; Internet privacy; Personally identifiable information; Marketing; Psychology; Computer science; Computer security","score_opus":0.027612566809463307,"score_gpt":0.3216895918389319,"score_spread":0.29407702502946864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W817781977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99104846,0.00012185623,0.00083841645,0.0053390157,0.0015488662,0.00065904774,0.00004342543,0.000019171948,0.0003817492],"genre_scores_gemma":[0.99930733,0.00003599847,0.00013610163,0.00016364825,0.00017953054,0.000010129803,0.000006696882,0.0000040241325,0.00015654387],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99759907,0.00050476205,0.0008927664,0.00003378907,0.00073842774,0.0002312161],"domain_scores_gemma":[0.99475896,0.0001786229,0.0038965065,0.00011827196,0.0009820218,0.000065635875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049557276,0.00006440105,0.00020348339,0.00014022207,0.0003907704,0.000032290223,0.00028798566,0.00016587041,0.000003781438],"category_scores_gemma":[0.0012352072,0.000042678337,0.00017553427,0.00040539194,0.000098390105,0.0016531881,0.000018525741,0.00022092999,0.00000375914],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023142426,0.000061067745,0.8911571,0.00006805261,0.00008737958,1.6723253e-9,0.087589614,0.0001366945,0.00015750843,0.010784304,0.008858027,0.0010770998],"study_design_scores_gemma":[0.0010964331,0.0002244898,0.8374814,0.00023292318,0.000108721564,0.000011482742,0.072837636,0.0006572443,0.00022647051,0.00052268076,0.08646384,0.00013669346],"about_ca_topic_score_codex":0.00019676622,"about_ca_topic_score_gemma":0.00022590204,"teacher_disagreement_score":0.077605814,"about_ca_system_score_codex":0.0011547108,"about_ca_system_score_gemma":0.000734676,"threshold_uncertainty_score":0.30195284},"labels":[],"label_agreement":null},{"id":"W81794110","doi":"","title":"Adaptive User Interfaces for Intelligent E-Learning: Issues and Trends","year":2004,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Advanced Text Analysis Techniques","field":"Computer Science","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Waterloo","funders":"","keywords":"Computer science; Human–computer interaction; User interface; The Internet; Context (archaeology); Multimedia; Domain (mathematical analysis); World Wide Web; Process (computing); User interface design; User experience design","score_opus":0.01541633088549207,"score_gpt":0.2851988313401981,"score_spread":0.26978250045470603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W81794110","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002339268,0.00013582889,0.9950093,0.0014372047,0.00045059927,0.00023416146,0.0000044812427,0.000039055492,0.00035009623],"genre_scores_gemma":[0.9786858,0.00003436556,0.019778261,0.00006941454,0.000088509594,0.000022175102,0.0000017407158,0.000004203801,0.0013155133],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885976,0.000045887824,0.00060677866,0.000050917715,0.00032803227,0.00010860824],"domain_scores_gemma":[0.9969102,0.00014656823,0.0019867104,0.000104858445,0.0008209301,0.000030727937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012025529,0.00007787719,0.00019346157,0.0002281673,0.00014639106,0.00029086694,0.00037310703,0.00006147919,2.441534e-7],"category_scores_gemma":[0.00041406302,0.00005251212,0.00013825757,0.00024848373,0.0000089635305,0.0023555895,0.000057054585,0.00010523121,0.0000017842418],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019255733,0.00012484692,0.006310654,0.00019085198,0.0012146275,2.921027e-7,0.035891503,0.1747512,0.00046951967,0.65255207,0.019738749,0.10856311],"study_design_scores_gemma":[0.0029269496,0.0013675307,0.0030715866,0.00043638775,0.0001816322,0.000051484818,0.005451752,0.055437885,0.020675022,0.020051701,0.8898531,0.00049496774],"about_ca_topic_score_codex":0.000008474117,"about_ca_topic_score_gemma":0.0000025308996,"teacher_disagreement_score":0.97634655,"about_ca_system_score_codex":0.00042341792,"about_ca_system_score_gemma":0.000030402596,"threshold_uncertainty_score":0.28048366},"labels":[],"label_agreement":null},{"id":"W823767373","doi":"","title":"Mobile Agents for Location-Aware Advertising in Mobile Wireless Environments","year":2004,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Mobile Agent-Based Network Management","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Architecture; Information overload; Mobile commerce; Service (business); Mobile device; Push technology; Service provider; Mobile computing; Wireless; World Wide Web; Computer security; Business; Computer network; Telecommunications; Marketing","score_opus":0.009054167594026148,"score_gpt":0.23295105594262605,"score_spread":0.22389688834859992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W823767373","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026766721,0.00013806603,0.96726966,0.00017972264,0.0025342104,0.0028747749,0.000016898704,0.000021555414,0.00019836733],"genre_scores_gemma":[0.99783355,0.00003414686,0.0008867964,0.00023229682,0.00011364695,0.0004505571,0.000011319257,0.0000077198465,0.00042994495],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979045,0.00007303996,0.0010434872,0.00008952285,0.00066251843,0.0002269762],"domain_scores_gemma":[0.9971058,0.00012317525,0.0021759113,0.000264249,0.00028188626,0.00004901919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017285319,0.00011190144,0.00021289944,0.00020333742,0.00016427205,0.000244985,0.00069213036,0.00007964954,6.3633644e-7],"category_scores_gemma":[0.000087763656,0.000090663074,0.00015421644,0.00038767583,0.0000069626567,0.002136811,0.00008163014,0.00009975632,0.000013936569],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017030727,0.00006095575,0.0019112002,0.00011149493,0.00006763552,2.2281381e-7,0.0021334055,0.9825046,0.000023665325,0.00368334,0.0032024002,0.006284044],"study_design_scores_gemma":[0.009812289,0.0006912822,0.008748159,0.0008803743,0.00008657695,0.000017903458,0.0024409199,0.298261,0.0014288641,0.0011005711,0.67601484,0.000517232],"about_ca_topic_score_codex":0.0000123306645,"about_ca_topic_score_gemma":0.000003958023,"teacher_disagreement_score":0.97106683,"about_ca_system_score_codex":0.002456876,"about_ca_system_score_gemma":0.00012867046,"threshold_uncertainty_score":0.6424645},"labels":[],"label_agreement":null},{"id":"W837624559","doi":"10.18151/7217343","title":"Investigating Ruptures in Shared Understanding as Recursive Cycles of Mutual Adaptation During Implementation","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Adaptation (eye); Stakeholder; Process (computing); Knowledge management; Process management; Key (lock); Underpinning; Computer science; Business process; Business; Engineering; Public relations; Political science; Psychology; Marketing; Work in process; Computer security","score_opus":0.08607239454017228,"score_gpt":0.3594149925749274,"score_spread":0.27334259803475514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W837624559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97250277,0.00006538888,0.0061560115,0.0018262666,0.0042105424,0.002315077,0.00014205881,0.0000316036,0.012750281],"genre_scores_gemma":[0.99936944,0.00000845395,0.00019560031,0.000052224394,0.00021391256,0.000021555079,0.00003069118,0.000005182977,0.00010296578],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9967332,0.00037480405,0.001557724,0.000042417207,0.0010981002,0.00019377771],"domain_scores_gemma":[0.993472,0.000244815,0.004880033,0.00007171566,0.0012601778,0.000071284754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005280542,0.00008493177,0.00021993332,0.0002553279,0.0003351375,0.00023640842,0.00020153535,0.00010001743,0.000004909626],"category_scores_gemma":[0.0018437391,0.00007155596,0.00010753421,0.00047927606,0.000038981772,0.003966755,0.000021230775,0.00010422378,0.000004224233],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012814126,0.000020199654,0.087827295,0.00017940637,0.00012222848,9.697204e-8,0.58174425,0.015702643,0.000098567114,0.3100331,0.0035401757,0.00060387945],"study_design_scores_gemma":[0.0029960023,0.0001056185,0.0125891995,0.00024038703,0.000036183003,0.0000055138357,0.9647079,0.0006024082,0.00042304082,0.0056291455,0.0125294365,0.0001351266],"about_ca_topic_score_codex":0.00097387825,"about_ca_topic_score_gemma":0.00046633527,"teacher_disagreement_score":0.3829637,"about_ca_system_score_codex":0.0028490527,"about_ca_system_score_gemma":0.00045337738,"threshold_uncertainty_score":0.7450174},"labels":[],"label_agreement":null},{"id":"W837933829","doi":"","title":"Environmental Sustainability Initiatives of Top Green IT Firms: IBM, HP, and Dell","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Sustainability; IBM; Business; Corporate sustainability; Industrial organization; Resource (disambiguation); Institutional theory; Green computing; Capital (architecture); Marketing; Knowledge management; Environmental economics; Management; Economics; Computer science; Cloud computing","score_opus":0.016465899670815416,"score_gpt":0.23067935816952823,"score_spread":0.21421345849871282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W837933829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54079765,0.0003094922,0.0039863894,0.012253531,0.006487389,0.0036686473,0.00007713126,0.00006217224,0.43235758],"genre_scores_gemma":[0.9986029,0.000003429209,0.000020562646,0.00043025624,0.00029963278,0.0000070245155,0.0000087223025,0.0000037972343,0.00062367006],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99869794,0.000026134154,0.00073473033,0.000036533318,0.00040910117,0.00009555814],"domain_scores_gemma":[0.9964441,0.000054347645,0.002358358,0.000082251914,0.0010507237,0.000010210066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022464474,0.00006983314,0.00016518391,0.00019995483,0.00009016396,0.00014763747,0.00014128251,0.000050252784,0.0000022839579],"category_scores_gemma":[0.00056136993,0.000051915045,0.00007370008,0.0002072717,0.000018194709,0.0024216636,0.00007900183,0.00006845244,0.000010792463],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000339158,0.00023749698,0.5304405,0.0020767518,0.0004894054,4.371997e-7,0.010779268,0.0012945242,0.00003781729,0.38246125,0.0655694,0.006274001],"study_design_scores_gemma":[0.0032491547,0.00007028042,0.06319715,0.00009964166,0.00013545154,0.0000036881738,0.046595097,0.0054109674,0.000059797465,0.0041877585,0.87678313,0.00020787393],"about_ca_topic_score_codex":0.000025467774,"about_ca_topic_score_gemma":0.0000036274387,"teacher_disagreement_score":0.81121373,"about_ca_system_score_codex":0.0003710533,"about_ca_system_score_gemma":0.000041123636,"threshold_uncertainty_score":0.21170342},"labels":[],"label_agreement":null},{"id":"W851169693","doi":"","title":"The Determinants of Extent of Internet/E-business Technologies Use by SMEs in Maritime Canada: An analysis","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cape Breton University","funders":"","keywords":"Business; The Internet; Fleischer; Compatibility (geochemistry); Marketing; Knowledge management; Engineering; Computer science; Geography","score_opus":0.03436070549619858,"score_gpt":0.31422518066618554,"score_spread":0.27986447516998697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W851169693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99672973,0.000075796095,0.001177535,0.0012045536,0.00046662983,0.00021487586,0.00008694083,0.000009802367,0.000034114968],"genre_scores_gemma":[0.99938136,0.000017760643,0.000054752276,0.000030857296,0.000005688189,0.0000034163163,0.000002819198,0.0000016055211,0.00050175673],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99674594,0.00013839979,0.0018745216,0.00005536814,0.0010623555,0.00012341284],"domain_scores_gemma":[0.992261,0.00052746997,0.0049648588,0.00029599998,0.0019321045,0.000018547438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036988491,0.000075955395,0.00038102642,0.0005081077,0.00008126384,0.00015469657,0.00088501186,0.00013621252,0.0000010591898],"category_scores_gemma":[0.0042784065,0.00004068351,0.00015264908,0.0012749318,0.00003364439,0.0012440737,0.00004067192,0.00012999204,4.9054205e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042276486,0.000034965047,0.9835554,0.000004945914,0.000059178612,1.6246037e-7,0.00033956615,0.0013938255,0.00004479728,0.0007722268,0.0067970264,0.006955654],"study_design_scores_gemma":[0.00040286712,0.00006076462,0.9793766,0.00003935511,0.000067275,0.000005555904,0.005205671,0.0048486115,0.00076075085,0.00027704536,0.008897801,0.00005769057],"about_ca_topic_score_codex":0.006325265,"about_ca_topic_score_gemma":0.023962403,"teacher_disagreement_score":0.017637137,"about_ca_system_score_codex":0.00038708662,"about_ca_system_score_gemma":0.00019000197,"threshold_uncertainty_score":0.9938477},"labels":[],"label_agreement":null},{"id":"W85567587","doi":"","title":"Does Electronic Physician-to-Patient Communication Improve the Quality of Care in an Ambulatory Setting?","year":2012,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Ambulatory; Family medicine; Patient care; Medicine; Ambulatory care; Medical emergency; Nursing; Health care; Internal medicine","score_opus":0.0540759708741009,"score_gpt":0.39949151070428707,"score_spread":0.3454155398301862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W85567587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9835535,0.001467243,0.00013213698,0.004272283,0.0041902186,0.0047700624,0.00019851967,0.000028714627,0.0013872682],"genre_scores_gemma":[0.9983109,0.000021006817,0.0001103584,0.0010363264,0.00018341135,0.00024539672,0.000031913038,0.0000112600455,0.00004940491],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9935064,0.0028728547,0.0024438174,0.000051903025,0.00073771423,0.00038730935],"domain_scores_gemma":[0.987333,0.0014579346,0.0076520434,0.0007665777,0.0027096916,0.00008073216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004613544,0.00011425277,0.00033625017,0.0001676101,0.0006530447,0.000028887605,0.0007296103,0.00017139688,0.0000013514313],"category_scores_gemma":[0.0017348567,0.000060990536,0.00015044527,0.0003441943,0.000019589657,0.0016494837,0.00013861596,0.000689221,0.000011204316],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003199886,0.00011308233,0.58995396,0.0010544191,0.00009356311,3.4012317e-9,0.38607678,0.0017222443,0.00031203523,0.015214388,0.0019979673,0.0031415436],"study_design_scores_gemma":[0.0024278206,0.0004407172,0.39882812,0.00099924,0.0000700565,5.7442674e-7,0.45524713,0.00075998425,0.00053158565,0.000483654,0.13993506,0.00027604846],"about_ca_topic_score_codex":0.00025947895,"about_ca_topic_score_gemma":0.00025612378,"teacher_disagreement_score":0.19112585,"about_ca_system_score_codex":0.0027390304,"about_ca_system_score_gemma":0.00049447344,"threshold_uncertainty_score":0.7162469},"labels":[],"label_agreement":null},{"id":"W85974762","doi":"","title":"Conceptualizing User Satisfaction in the Ubiquitous Computing Era","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Ubiquitous computing; Context (archaeology); Computer science; Realm; Situational ethics; Context-aware pervasive systems; Quality (philosophy); Argument (complex analysis); Internet privacy; Perspective (graphical); Perception; Data science; Knowledge management; Human–computer interaction; Psychology; Social psychology; Epistemology; Artificial intelligence","score_opus":0.05824619291125705,"score_gpt":0.3565845295977514,"score_spread":0.29833833668649434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W85974762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9773449,0.00005594767,0.010955747,0.0066673853,0.0030228845,0.0005806696,0.000012657625,0.00002887176,0.0013309486],"genre_scores_gemma":[0.9985784,0.0000030270123,0.00013255599,0.00093856064,0.00013701068,0.000002648318,0.0000011756833,0.000002074412,0.00020453027],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99666315,0.00035689372,0.0014887484,0.00005738243,0.0012811605,0.00015263996],"domain_scores_gemma":[0.9945629,0.000838288,0.0034162612,0.00021355755,0.0009464144,0.000022545615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009445988,0.00007941625,0.00022161515,0.00031575467,0.00025995122,0.0004991457,0.00062529155,0.00014861078,0.000002941106],"category_scores_gemma":[0.0031711995,0.00004206034,0.00017840858,0.00066855794,0.000014158723,0.0015180575,0.000020251508,0.00033176504,0.00002573219],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006846277,0.000057599664,0.7917023,0.0000084686,0.000042505035,7.498024e-7,0.021252198,0.02072028,0.00016520888,0.059377536,0.07673397,0.029870728],"study_design_scores_gemma":[0.0009470572,0.00007709546,0.9108291,0.00004382752,0.00001776623,0.00005451228,0.014293236,0.0020768817,0.000037705806,0.0017084631,0.06983684,0.00007751002],"about_ca_topic_score_codex":0.000012890233,"about_ca_topic_score_gemma":0.000010043462,"teacher_disagreement_score":0.11912681,"about_ca_system_score_codex":0.00034394235,"about_ca_system_score_gemma":0.0000659562,"threshold_uncertainty_score":0.48132735},"labels":[],"label_agreement":null},{"id":"W86117241","doi":"","title":"Starbucks Canada: The Mobile Payments Decision.","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Mobile payment; Payment; Business; Computer science; Finance","score_opus":0.006135651812236558,"score_gpt":0.17548447317192872,"score_spread":0.16934882135969218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W86117241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9200091,0.000037552283,0.0031108004,0.0011173801,0.011949259,0.0009863018,0.000030550356,0.000019427149,0.062739626],"genre_scores_gemma":[0.99747187,0.0000013974706,0.000010471378,0.0013859228,0.0006541636,0.000009977686,0.000006792772,0.000004308892,0.00045510512],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988472,0.00000253608,0.0006331605,0.000025314606,0.00037428335,0.00011749756],"domain_scores_gemma":[0.9970382,0.00016463909,0.0021915417,0.00010481076,0.0004922834,0.000008544063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015750864,0.000062860425,0.00013252665,0.00005914809,0.00021509694,0.0009947944,0.00029493566,0.00003620684,0.0000032736311],"category_scores_gemma":[0.00053926674,0.000032728913,0.000100459874,0.00011185864,0.0000041919598,0.0051253056,0.000043396707,0.00007294474,0.00002945798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000101148406,0.000035329922,0.04001881,0.0001679899,0.00027852197,8.8002565e-8,0.00030788706,0.09403438,0.000004044761,0.10338176,0.7385322,0.023137834],"study_design_scores_gemma":[0.00043666092,0.0000072357816,0.0044899075,0.00002716288,0.000021152304,0.0000014825424,0.0010011991,0.009002014,0.0000028277439,0.0014304213,0.9835255,0.00005443522],"about_ca_topic_score_codex":0.0054688985,"about_ca_topic_score_gemma":0.0044325707,"teacher_disagreement_score":0.2449933,"about_ca_system_score_codex":0.0003635721,"about_ca_system_score_gemma":0.00007473956,"threshold_uncertainty_score":0.9592825},"labels":[],"label_agreement":null},{"id":"W88062767","doi":"","title":"The Use of Interface Agents for eMail in Critical Incidents","year":2005,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Operability; Outcome (game theory); Computer science; Interface (matter); Computer security; Quality (philosophy); Internet privacy","score_opus":0.05713138607185661,"score_gpt":0.32041332524352467,"score_spread":0.2632819391716681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W88062767","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14723216,0.0001281365,0.8333585,0.007891277,0.009869159,0.0012014019,0.00003298187,0.000024966494,0.00026140152],"genre_scores_gemma":[0.99834293,0.0000065054487,0.0011167552,0.000117461524,0.00012320162,0.000012419569,4.824943e-7,0.0000022740255,0.00027795866],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985471,0.00009421111,0.0007936037,0.00003138243,0.00042360675,0.00011011729],"domain_scores_gemma":[0.9967945,0.0009259941,0.0013613858,0.0001316191,0.0007640293,0.000022470527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002298381,0.000048249258,0.000118991615,0.000097349315,0.00014074508,0.00038097694,0.00043979497,0.00006006126,1.8117383e-7],"category_scores_gemma":[0.002950036,0.00002971326,0.00011841851,0.00018101471,0.000007749672,0.00295575,0.00004098624,0.00009254743,0.000003069414],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073997653,0.0003546409,0.0676128,0.00068151124,0.000628899,2.7829302e-7,0.06145944,0.32347295,0.00089174724,0.16880488,0.30301103,0.07234187],"study_design_scores_gemma":[0.0014776362,0.0001591046,0.016198508,0.00021591925,0.000024596735,0.000017859018,0.00044900054,0.27299535,0.0013898615,0.0006850333,0.7062796,0.00010756272],"about_ca_topic_score_codex":0.000017495695,"about_ca_topic_score_gemma":0.000017631799,"teacher_disagreement_score":0.85111076,"about_ca_system_score_codex":0.0004014873,"about_ca_system_score_gemma":0.000049268972,"threshold_uncertainty_score":0.36737695},"labels":[],"label_agreement":null},{"id":"W89086215","doi":"","title":"The IT Strategic Alignment Process: A Dynamic Capabilities Conceptualization","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Conceptualization; Strategic alignment; Process (computing); Focus (optics); Dynamic capabilities; Computer science; Process management; Knowledge management; Control reconfiguration; Management science; Strategic planning; Business; Artificial intelligence; Engineering; Strategic financial management; Marketing","score_opus":0.008958456515466682,"score_gpt":0.22020847846941846,"score_spread":0.2112500219539518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W89086215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6177363,0.00034707025,0.032052856,0.033540133,0.019853048,0.005091649,0.00008008454,0.00036202036,0.2909369],"genre_scores_gemma":[0.99807334,0.000011696165,0.0000067034953,0.00083964516,0.0002876019,0.000034950364,0.00001173818,0.0000049623563,0.00072938506],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982331,0.00002491187,0.0009553224,0.00003572965,0.0005851305,0.00016585541],"domain_scores_gemma":[0.9942674,0.00013681425,0.004071896,0.00013296936,0.0013845214,0.0000063915204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022031844,0.00009549222,0.00015844074,0.00010442091,0.0004923392,0.00069523987,0.0003626305,0.0001028522,0.000002783438],"category_scores_gemma":[0.0007808175,0.000054636315,0.00011987313,0.00028081186,0.000031947486,0.0033244595,0.000021875652,0.000117336735,0.00003965967],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047569913,0.000016541346,0.0034864359,0.0002948721,0.00010485484,2.261992e-8,0.0018689014,0.012848369,0.000014111565,0.96210784,0.018210595,0.0009999071],"study_design_scores_gemma":[0.0016546475,0.00005581395,0.0019820516,0.00015309594,0.0000909235,0.00000832306,0.049557135,0.074183665,0.00005940187,0.025624217,0.8464162,0.00021454474],"about_ca_topic_score_codex":0.00001775594,"about_ca_topic_score_gemma":0.000018731092,"teacher_disagreement_score":0.9364836,"about_ca_system_score_codex":0.00027996858,"about_ca_system_score_gemma":0.00006729058,"threshold_uncertainty_score":0.6704214},"labels":[],"label_agreement":null},{"id":"W90333061","doi":"","title":"Developing a (Bad) Habit: Antecedents and Adverse Consequences of Social Networking Website Use Habit","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Habit; Continuance; Psychology; Addiction; The Internet; Nomological network; Internet privacy; Social psychology; Marketing; Business; Computer science; World Wide Web","score_opus":0.14174784779460695,"score_gpt":0.34097151658995095,"score_spread":0.199223668795344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W90333061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903352,0.000037220274,0.005443384,0.00072991976,0.0024291794,0.00035442397,0.000041131665,0.000021600626,0.00060791516],"genre_scores_gemma":[0.99867594,0.000010560498,0.00068123185,0.00011227071,0.00006560819,0.0000049396185,0.0000010244194,0.0000036840977,0.00044473488],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971293,0.00017778557,0.001538556,0.000066288165,0.00093921705,0.0001488051],"domain_scores_gemma":[0.992529,0.00039170714,0.00527229,0.00012360519,0.0016481472,0.000035261615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043510436,0.00009186849,0.00031509652,0.00036210899,0.00028744855,0.00017295932,0.00044361953,0.00018080047,0.0000049307373],"category_scores_gemma":[0.0019543192,0.000060521696,0.0001775511,0.00045272204,0.00007327123,0.002150338,0.000075305565,0.00015814044,0.000010359386],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007302982,0.000015691348,0.9754868,0.000015954369,0.000085132095,3.075755e-7,0.005865577,0.000059472484,0.00010391,0.013701886,0.0034518586,0.0011403653],"study_design_scores_gemma":[0.0012648467,0.00007004584,0.93297386,0.00015060387,0.0000704767,0.000059614442,0.0072527914,0.00034749156,0.00041640954,0.002010623,0.055235147,0.00014807128],"about_ca_topic_score_codex":0.000019777008,"about_ca_topic_score_gemma":0.000011137734,"teacher_disagreement_score":0.05178329,"about_ca_system_score_codex":0.00020818913,"about_ca_system_score_gemma":0.0001268246,"threshold_uncertainty_score":0.2468003},"labels":[],"label_agreement":null},{"id":"W91131904","doi":"","title":"A scientometric study of information systems conferences: Exploring ICIS, PACIS and ASAC","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Productivity; Dimension (graph theory); Field (mathematics); Domain (mathematical analysis); Operations research; Distribution (mathematics); Computer science; Regional science; Political science; Geography; Engineering; Mathematics; Economics; Economic growth","score_opus":0.10550509087443302,"score_gpt":0.29090224566303935,"score_spread":0.18539715478860633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W91131904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9742693,0.0001818542,0.0082794465,0.0003513787,0.0067795003,0.0022519617,0.000039585237,0.00004243155,0.0078045703],"genre_scores_gemma":[0.9995238,0.000020290667,0.000011787751,0.00008799619,0.00027619037,0.000018492923,0.00001261807,0.0000025316515,0.000046282308],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99757993,0.000023963034,0.0012591302,0.00004616757,0.000945967,0.00014484418],"domain_scores_gemma":[0.99314857,0.00009828487,0.0043363324,0.00013850896,0.002264674,0.000013614892],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0025458692,0.00010685356,0.00028412815,0.0011726286,0.00020201887,0.0010441777,0.00033445397,0.00006457916,0.0000015226144],"category_scores_gemma":[0.0010969556,0.00007160694,0.00007198256,0.0015817232,0.000011088061,0.012833023,0.000049047132,0.00010395538,0.000010551815],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011137909,0.0010240373,0.6133898,0.004602112,0.00088038156,6.7175205e-7,0.020607295,0.037376903,0.00015347132,0.19231492,0.03814268,0.090393946],"study_design_scores_gemma":[0.009375312,0.00053266867,0.33127138,0.0013165629,0.00052723923,0.000031728643,0.09156732,0.0411997,0.00009822999,0.00051263836,0.5228933,0.00067390816],"about_ca_topic_score_codex":0.0001538953,"about_ca_topic_score_gemma":0.000003580787,"teacher_disagreement_score":0.48475063,"about_ca_system_score_codex":0.00013574894,"about_ca_system_score_gemma":0.000048344897,"threshold_uncertainty_score":0.99999285},"labels":[],"label_agreement":null},{"id":"W914663614","doi":"","title":"4 Worlds: Coping With Technology Complexity.","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Ontology; Perspective (graphical); Information technology; Coping (psychology); Data science; Knowledge management; Epistemology; Artificial intelligence; Psychology; Philosophy","score_opus":0.04592530949058397,"score_gpt":0.32215679917146894,"score_spread":0.27623148968088496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W914663614","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11238445,0.0004229537,0.21660249,0.08175796,0.036141552,0.0102170305,0.00033552267,0.0004813705,0.5416567],"genre_scores_gemma":[0.99711907,0.000004825364,0.00045755072,0.00033599688,0.0003881228,0.000025995923,0.000008803108,0.0000048396964,0.0016548249],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978679,0.00015830592,0.0008513088,0.000027586522,0.00091173995,0.00018318066],"domain_scores_gemma":[0.99362946,0.00011628356,0.0031243283,0.000094933916,0.002967566,0.00006741929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044413847,0.00006749642,0.00018698044,0.00025032047,0.00048831705,0.0003174156,0.0002782383,0.00009226968,0.0000030002982],"category_scores_gemma":[0.0009639913,0.00004456908,0.000073009985,0.0005873831,0.00005432315,0.0024657918,0.000018907996,0.00010314678,0.000020461306],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000096458694,0.000012030408,0.020976324,0.00004754666,0.00012359528,6.640203e-8,0.051127654,0.0014446928,0.0000028624868,0.8517316,0.07385356,0.0005836126],"study_design_scores_gemma":[0.0011105986,0.00007658656,0.00027452497,0.0000502551,0.000020824498,0.0000093107,0.07236107,0.00007809188,0.00002590254,0.0011781917,0.9247472,0.000067398716],"about_ca_topic_score_codex":0.00010068708,"about_ca_topic_score_gemma":0.00006334737,"teacher_disagreement_score":0.8847346,"about_ca_system_score_codex":0.0010745042,"about_ca_system_score_gemma":0.0004355867,"threshold_uncertainty_score":0.37557894},"labels":[],"label_agreement":null},{"id":"W92503490","doi":"","title":"The Relationship between IT and Organizations: Review of Theoretical Perspectives over Half a Century","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Technological determinism; Perspective (graphical); Rhetoric; Management science; Epistemology; Determinism; Sociology; Computer science; Positive economics; Engineering ethics; Knowledge management; Data science; Social science; Engineering; Economics; Artificial intelligence","score_opus":0.030915125260374057,"score_gpt":0.3228626476577144,"score_spread":0.29194752239734034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W92503490","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19323973,0.03756745,0.059435707,0.098959796,0.026617818,0.027861074,0.0013700763,0.0002944269,0.55465394],"genre_scores_gemma":[0.9977168,0.0015971604,0.00006337436,0.0001612835,0.00019458531,0.000014433953,0.000007718459,0.000004373002,0.00024031202],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974321,0.000445656,0.0012446508,0.0000330351,0.00070915476,0.00013537775],"domain_scores_gemma":[0.9926988,0.0013982257,0.003291576,0.00011258932,0.0024525395,0.000046258345],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0069926535,0.00006894689,0.00019394622,0.00008576923,0.0008564556,0.00014668763,0.00024144122,0.000081994665,0.000019828318],"category_scores_gemma":[0.0099029895,0.0000415714,0.000107581145,0.00045233063,0.00012243824,0.0016065612,0.000025868376,0.00010905211,0.000004763835],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011147451,0.000004687201,0.044104733,0.00023016198,0.000051749386,4.661606e-9,0.058211397,0.000001210856,3.4185513e-7,0.89274645,0.0044314796,0.00020665888],"study_design_scores_gemma":[0.0010481367,0.00010611793,0.10120902,0.00190085,0.00022652873,0.0000063834204,0.26536548,0.000030626386,0.000021609065,0.010854466,0.61905515,0.00017564243],"about_ca_topic_score_codex":0.000067595545,"about_ca_topic_score_gemma":0.000008583239,"teacher_disagreement_score":0.88189197,"about_ca_system_score_codex":0.00033368266,"about_ca_system_score_gemma":0.0002181809,"threshold_uncertainty_score":0.99843705},"labels":[],"label_agreement":null},{"id":"W92845823","doi":"10.13140/rg.2.1.3470.8564","title":"Rethinking the Concept of Organizational Readiness: What Can IS Researchers Learn from the Change Management Field?","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Conceptualization; Construct (python library); Organizational studies; Knowledge management; Organizational learning; Field (mathematics); Organizational change; Organizational commitment; Organization development; Psychology; Institutionalisation; Sociology; Public relations; Social psychology; Political science; Computer science","score_opus":0.03012787929443898,"score_gpt":0.2380693026181773,"score_spread":0.20794142332373833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W92845823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44337118,0.0012999449,0.022209128,0.41132402,0.023977544,0.008381064,0.00025422787,0.00026394177,0.08891894],"genre_scores_gemma":[0.9922269,0.000051331197,0.000021830583,0.0064525045,0.00076105114,0.000017961636,0.00002330313,0.0000057212687,0.0004393953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836737,0.000042434014,0.0006881512,0.000039111997,0.0007304802,0.00013243196],"domain_scores_gemma":[0.9953495,0.0003151859,0.0030405556,0.00019301995,0.0010961018,0.00000562317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022809785,0.00008022404,0.00015164564,0.00009648374,0.00036101477,0.0005661243,0.0005952928,0.00010680278,0.0000149427715],"category_scores_gemma":[0.0008409156,0.00004201467,0.000104456274,0.00040456915,0.000029399063,0.003504018,0.000083705585,0.00020896138,0.000017783417],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010594986,0.000028534201,0.039117444,0.0002805678,0.0006041403,1.5730447e-7,0.03157776,0.001960278,0.000015706975,0.71598953,0.19227467,0.018045235],"study_design_scores_gemma":[0.0017605906,0.000043178356,0.026977599,0.0005655599,0.00017358224,0.0000035992696,0.0376832,0.009338519,0.00039921966,0.016645646,0.90620804,0.00020125468],"about_ca_topic_score_codex":0.00023312832,"about_ca_topic_score_gemma":0.000020547488,"teacher_disagreement_score":0.7139334,"about_ca_system_score_codex":0.00013365416,"about_ca_system_score_gemma":0.000026922966,"threshold_uncertainty_score":0.54591495},"labels":[],"label_agreement":null},{"id":"W93593433","doi":"","title":"Toward Deep Understanding of Persuasive Product Recommendation Agents","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Generalizability theory; Product (mathematics); Elaboration likelihood model; Computer science; Theory of reasoned action; Action (physics); Persuasive technology; Knowledge management; Psychology; Persuasion; Social psychology; Mathematics","score_opus":0.12279020138432024,"score_gpt":0.30138937075697403,"score_spread":0.1785991693726538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W93593433","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07891216,0.00008974697,0.015595493,0.0043900497,0.021953497,0.0021541794,0.00006881858,0.0000599923,0.87677604],"genre_scores_gemma":[0.99917805,0.000019233774,0.000067783876,0.000036484533,0.0001988948,0.0000051518614,0.000003577264,0.000003365866,0.00048743468],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99831194,0.00029732074,0.00069631037,0.000030834115,0.00053475914,0.00012883394],"domain_scores_gemma":[0.9958142,0.0002571308,0.002927124,0.00005002559,0.0009146418,0.00003684987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005330619,0.00005116429,0.00016663216,0.0001077205,0.00028026503,0.0001006896,0.00019458261,0.00006981929,0.000008388988],"category_scores_gemma":[0.0049113487,0.00003930745,0.00014880007,0.00022994309,0.000029885041,0.0013955878,0.000014451336,0.00007774474,0.0000037429222],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020243248,0.00013144039,0.07810615,0.0002898128,0.0005259648,1.3189106e-7,0.7126166,0.00012472493,0.00001562534,0.16915186,0.022981731,0.015853517],"study_design_scores_gemma":[0.0021009105,0.00023383072,0.027343255,0.00042451458,0.00021285644,0.00000435355,0.64299643,0.0003122365,0.00022082384,0.0090633975,0.316762,0.00032538752],"about_ca_topic_score_codex":0.000109243236,"about_ca_topic_score_gemma":0.000014312355,"teacher_disagreement_score":0.9202659,"about_ca_system_score_codex":0.0009906157,"about_ca_system_score_gemma":0.00015744567,"threshold_uncertainty_score":0.5879698},"labels":[],"label_agreement":null},{"id":"W94027119","doi":"","title":"When is IT Unavailability a Strategic Risk?: A Study in the Context of Cloud Computing","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Unavailability; Cloud computing; Context (archaeology); Computer science; Business; Information technology; Damages; Computer security; Risk analysis (engineering); Engineering","score_opus":0.02194260238400247,"score_gpt":0.24235184613381708,"score_spread":0.2204092437498146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W94027119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9849935,0.000008944362,0.0005728454,0.0014808141,0.0008617724,0.00085161097,0.00001243101,0.000011273848,0.011206799],"genre_scores_gemma":[0.9987034,0.000001597079,0.000009712493,0.00097297935,0.00025410324,0.000008375413,0.0000029281825,0.0000029001476,0.000043997352],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99782485,0.000087189444,0.0013437028,0.000040198913,0.00057188544,0.00013218155],"domain_scores_gemma":[0.9924229,0.00023326807,0.0062232898,0.00018178711,0.0009346389,0.000004113081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006916902,0.0000908289,0.00026114026,0.00017405448,0.00018029269,0.00028023482,0.00047052465,0.0000922354,0.000003994747],"category_scores_gemma":[0.0008534114,0.00005359309,0.00013991492,0.00034244396,0.000017165581,0.001991939,0.00003686332,0.00023389702,0.000022944325],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020569393,0.00026410734,0.7359947,0.0005454908,0.00026054165,1.4738599e-7,0.04940837,0.0031065384,0.000006468239,0.15954372,0.0474166,0.0032476336],"study_design_scores_gemma":[0.009666707,0.00043884473,0.24315543,0.00037634282,0.00033517223,0.000012206154,0.4303898,0.079930864,0.000051763353,0.020709768,0.21448919,0.00044390827],"about_ca_topic_score_codex":0.00030013593,"about_ca_topic_score_gemma":0.00009770032,"teacher_disagreement_score":0.49283925,"about_ca_system_score_codex":0.00014554783,"about_ca_system_score_gemma":0.000042096483,"threshold_uncertainty_score":0.27023107},"labels":[],"label_agreement":null},{"id":"W941477003","doi":"","title":"Using The Internet To Simulate Virtual Organizations In MBA Curricula","year":2001,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Variety (cybernetics); Curriculum; The Internet; Process (computing); Knowledge management; Exploit; Class (philosophy); Perspective (graphical); Psychology; Public relations; Business; Computer science; Pedagogy; World Wide Web; Political science","score_opus":0.015651576452463623,"score_gpt":0.25378386975693595,"score_spread":0.23813229330447233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W941477003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91874486,0.000030629322,0.03979401,0.008412527,0.010378096,0.0020366518,0.000005319012,0.000051749204,0.020546136],"genre_scores_gemma":[0.9965595,0.0000023918712,0.000036513724,0.0010036029,0.00073922705,0.0000077593595,0.000007686524,0.0000068922513,0.0016364218],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881345,0.0000340411,0.0006265328,0.000038774077,0.00036123185,0.00012596598],"domain_scores_gemma":[0.99733573,0.000106244726,0.0015349254,0.00009966148,0.0009155925,0.000007856088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022206318,0.000072870884,0.00011738363,0.000317423,0.00015133142,0.00054592564,0.00028886218,0.00004227886,0.000009689077],"category_scores_gemma":[0.0016045418,0.000045652592,0.00006623409,0.0010306153,0.0000045546626,0.001978489,0.000068285495,0.00008881395,0.000033806115],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000104449624,0.00009615139,0.3957408,0.0001513431,0.00013568101,3.075543e-7,0.0033658599,0.36485428,0.000065768196,0.061603077,0.17177366,0.0021086223],"study_design_scores_gemma":[0.00073752936,0.000010664848,0.030571586,0.00018551871,0.0000804224,0.000004103446,0.003192796,0.10239021,0.000005844492,0.00020023501,0.8624942,0.0001269483],"about_ca_topic_score_codex":0.00011395703,"about_ca_topic_score_gemma":0.000022694037,"teacher_disagreement_score":0.6907205,"about_ca_system_score_codex":0.00031100144,"about_ca_system_score_gemma":0.00002827763,"threshold_uncertainty_score":0.52643734},"labels":[],"label_agreement":null},{"id":"W96338235","doi":"","title":"Evaluation of a Teaching Tool--Wiki--in Online Graduate Education","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Learning Styles and Cognitive Differences","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Excellence; Learning styles; Adaptation (eye); Computer science; Higher education; Mathematics education; Educational technology; Information technology; Psychology; Knowledge management","score_opus":0.04745206494399075,"score_gpt":0.37334538386182486,"score_spread":0.32589331891783413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W96338235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843757,0.000035836983,0.00021235032,0.00031896518,0.0047185244,0.0004299717,0.000026900481,0.000004587641,0.009877124],"genre_scores_gemma":[0.99898297,0.0000018591363,0.00007146424,0.00006324278,0.00026437922,0.00002617369,0.000017448832,0.0000040232244,0.00056842004],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99769634,0.00044671175,0.00085349724,0.000040136892,0.0008590037,0.000104295264],"domain_scores_gemma":[0.9942186,0.0002524782,0.002883911,0.000100421974,0.0025270674,0.000017507044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008967842,0.0000645143,0.00016916615,0.00020553631,0.000076118406,0.00006200891,0.00016985218,0.000097630764,0.00001035728],"category_scores_gemma":[0.0031586194,0.00004493473,0.00012342085,0.00013666658,0.000008678634,0.0005612977,0.0000103431385,0.00035784574,0.000008025738],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002363062,0.0012459931,0.32542062,0.00017229919,0.00069774437,8.3105206e-8,0.050738677,0.0019215114,0.0015226721,0.12156244,0.013355723,0.48312593],"study_design_scores_gemma":[0.0026297201,0.00012383712,0.9478721,0.00020184884,0.00022313301,0.000016049116,0.017957294,0.0033395982,0.0000697184,0.0018728196,0.025575541,0.000118310825],"about_ca_topic_score_codex":0.000111630405,"about_ca_topic_score_gemma":0.00003541334,"teacher_disagreement_score":0.6224515,"about_ca_system_score_codex":0.00021318348,"about_ca_system_score_gemma":0.0002681493,"threshold_uncertainty_score":0.37813905},"labels":[],"label_agreement":null},{"id":"W96614651","doi":"","title":"Antecedents of E-Business Assimilation in Manufacturing SMEs","year":2004,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Université du Québec à Trois-Rivières","funders":"Canada Research Chairs","keywords":"Business; The Internet; Assimilation (phonology); Context (archaeology); Order (exchange); Marketing; Knowledge management; Industrial organization; Computer science; World Wide Web; Geography","score_opus":0.01349386762532405,"score_gpt":0.22027877682314403,"score_spread":0.20678490919782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W96614651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74098855,0.000058122474,0.011589328,0.0040385,0.013133862,0.0022096683,0.000017513186,0.0000608944,0.22790359],"genre_scores_gemma":[0.9992414,0.0000023997832,0.00004411318,0.000216545,0.00031878336,0.0000065872896,0.000008856035,0.000004896423,0.00015643529],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984436,0.000010116287,0.0009548821,0.00003377558,0.0004525757,0.000105018284],"domain_scores_gemma":[0.99560225,0.00002835827,0.003084326,0.0000806467,0.0012006087,0.0000038379067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015035741,0.000070760485,0.00017773773,0.00053946686,0.000080966915,0.00018885917,0.00019446795,0.00005857057,0.0000014469312],"category_scores_gemma":[0.00038527878,0.00005391369,0.000085774,0.00055001717,0.000005885663,0.0024068742,0.000041150914,0.000077682314,0.00001529476],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003245715,0.00032610598,0.18721588,0.0031508994,0.0003549413,8.0989633e-7,0.0029035741,0.14806066,0.0005321809,0.6450204,0.0062818234,0.005828142],"study_design_scores_gemma":[0.010457441,0.000033855657,0.77578837,0.0014408609,0.00015349781,0.000006606984,0.0067439433,0.004715388,0.0020571523,0.006672707,0.19149953,0.00043066678],"about_ca_topic_score_codex":0.000033235807,"about_ca_topic_score_gemma":0.000016945789,"teacher_disagreement_score":0.6383477,"about_ca_system_score_codex":0.00038528861,"about_ca_system_score_gemma":0.000034595796,"threshold_uncertainty_score":0.21985365},"labels":[],"label_agreement":null},{"id":"W96637313","doi":"","title":"An integrated logistics model for environmental conscious supply Chain network design","year":2008,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Supply chain; Greenhouse gas; Carbon footprint; Service management; Supply chain management; Supply chain network; Reverse logistics; Network planning and design; Remanufacturing; Computer science; Sustainability; Environmental economics; Integrated logistics support; Business; Manufacturing engineering; Process management; Engineering; Economics; Marketing","score_opus":0.02155755514440824,"score_gpt":0.21165422303023243,"score_spread":0.1900966678858242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W96637313","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00276559,0.00003374524,0.9925581,0.00056851894,0.0016187042,0.0018360893,0.000047191224,0.000038153394,0.00053389533],"genre_scores_gemma":[0.9935219,0.000009653987,0.002507063,0.0009867235,0.0010456524,0.000078556455,0.00009278886,0.000017842878,0.0017397804],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982351,0.00004361453,0.0008604002,0.00006582889,0.00051925285,0.00027579593],"domain_scores_gemma":[0.99635446,0.00019005095,0.0026435014,0.00015639269,0.00063813804,0.00001747431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002878072,0.00013966352,0.0002463378,0.00021319918,0.00048168,0.00033439716,0.00037303992,0.00010102522,0.0000030961862],"category_scores_gemma":[0.00059613405,0.00010476537,0.00016654597,0.00022566688,0.00002379075,0.002555575,0.000042304044,0.00011310874,0.000011968612],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010142415,0.000030999003,0.0053940546,0.00007705731,0.00008042855,3.2502228e-7,0.00032017598,0.90574133,0.0000068714103,0.005348251,0.08258561,0.000313497],"study_design_scores_gemma":[0.0011813026,0.00003416453,0.0006440894,0.00002737587,0.000081821934,0.000005332424,0.0019495193,0.8505803,0.0000042525535,0.00075556553,0.1446144,0.00012190638],"about_ca_topic_score_codex":0.000017784743,"about_ca_topic_score_gemma":0.000002724005,"teacher_disagreement_score":0.99075633,"about_ca_system_score_codex":0.0007876955,"about_ca_system_score_gemma":0.00008335687,"threshold_uncertainty_score":0.42722076},"labels":[],"label_agreement":null},{"id":"W99103032","doi":"","title":"Descendents of ServQual in Online Services Research: The End of the Line?","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"SERVQUAL; Salience (neuroscience); Explanatory power; Service quality; Computer science; Service (business); Phenomenon; The Internet; Quality (philosophy); Face (sociological concept); Conceptual model; Marketing; Psychology; World Wide Web; Sociology; Business; Artificial intelligence","score_opus":0.054770633912074033,"score_gpt":0.31810841683218816,"score_spread":0.2633377829201141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W99103032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98962265,0.000070377806,0.000029632942,0.006719748,0.001049773,0.0005599933,0.000030854284,0.000005403036,0.001911563],"genre_scores_gemma":[0.99864906,0.0000061379133,0.000006199441,0.0007825363,0.00039134387,0.0000022536876,0.00000699617,0.0000029786597,0.00015251205],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99758124,0.00012410319,0.0010817352,0.000032846314,0.0010411838,0.00013886373],"domain_scores_gemma":[0.9947644,0.00021426578,0.0032810334,0.0001824202,0.0015516841,0.0000062124727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006172059,0.00006655451,0.00019907566,0.00021458519,0.00016185078,0.00014983646,0.0006769921,0.00007701152,0.0000026918842],"category_scores_gemma":[0.00037466115,0.000033713266,0.0001573665,0.00079729315,0.000018634024,0.0016490762,0.00007530025,0.00024157792,0.00000486985],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010051033,0.0011716136,0.7846417,0.0061550504,0.00060939253,4.2126345e-7,0.039034165,0.048397206,0.0012084472,0.08837573,0.017651107,0.011750075],"study_design_scores_gemma":[0.0024324686,0.00006105182,0.8581113,0.0011366522,0.00010736122,0.000003842585,0.03072644,0.014400318,0.00039122294,0.0024952744,0.08999141,0.00014261252],"about_ca_topic_score_codex":0.0005351835,"about_ca_topic_score_gemma":0.0003547837,"teacher_disagreement_score":0.08588046,"about_ca_system_score_codex":0.00013768823,"about_ca_system_score_gemma":0.000054818043,"threshold_uncertainty_score":0.21391247},"labels":[],"label_agreement":null},{"id":"W991622972","doi":"","title":"Perceived Maintenance Load of High Maintenance Information Systems: Conceptualization and Development","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Construct (python library); Conceptualization; Computer science; Workload; Class (philosophy); Information system; Knowledge management; Engineering; Artificial intelligence; Programming language","score_opus":0.014807756575532136,"score_gpt":0.20519868526542528,"score_spread":0.19039092868989316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W991622972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8115346,0.00043832534,0.11183776,0.0029236553,0.016213002,0.004838509,0.00018517014,0.00026273658,0.05176627],"genre_scores_gemma":[0.99892277,0.00001456361,0.00013842784,0.00036705603,0.00016975118,0.00002409304,0.00003295162,0.000005075885,0.0003253101],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974124,0.000021009228,0.0015253563,0.00004215389,0.00082042394,0.00017866101],"domain_scores_gemma":[0.98885673,0.000047897673,0.0062797046,0.00012201929,0.004676211,0.000017428309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020937342,0.00012791023,0.0003081001,0.00024349624,0.0001535701,0.00035563423,0.00026377573,0.00015631244,0.0000012225253],"category_scores_gemma":[0.0013447752,0.00009105121,0.000066082655,0.00030989337,0.000034151777,0.008768513,0.000052505566,0.00012289039,0.00003788959],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044196568,0.00005650624,0.035080794,0.0019443417,0.00037103766,3.2415548e-7,0.015421321,0.042559605,0.00004693648,0.7678019,0.1310218,0.005253461],"study_design_scores_gemma":[0.0042625605,0.000052496307,0.028677844,0.0004902391,0.000063307576,0.000025919831,0.026444191,0.008862637,0.000073928444,0.00054750545,0.93024045,0.00025892575],"about_ca_topic_score_codex":0.00015328368,"about_ca_topic_score_gemma":0.000007892027,"teacher_disagreement_score":0.79921865,"about_ca_system_score_codex":0.00067053677,"about_ca_system_score_gemma":0.0002735338,"threshold_uncertainty_score":0.635696},"labels":[],"label_agreement":null}]}