{"meta":{"query_hash":"5370add90ea5","filters":{"venue":"Journal of Management Information Systems"},"cohort_total":28,"direct_labels_cover":1,"predictions_cover":28,"exported":28,"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/5370add90ea5","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Management+Information+Systems"},"results":[{"id":"W1739422241","doi":"10.1080/07421222.2001.11045673","title":"Exploring Perceptions of Organizational Ownership of Information and Expertise","year":2001,"lang":"en","type":"article","venue":"Journal of Management Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":483,"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; Business; Organizational learning; Knowledge sharing; Affect (linguistics); Perception; Information sharing; Organizational culture; Organizational commitment; Public relations; Psychology; Social psychology; Computer science","score_opus":0.06984002043073761,"score_gpt":0.2743071964600577,"score_spread":0.20446717602932007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1739422241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99891496,0.000020074762,0.00013667629,0.000051887404,7.5651616e-7,0.000004211042,0.0000043394725,5.1396285e-7,0.0008666514],"genre_scores_gemma":[0.9997681,0.000022459548,0.00008076794,0.0000095263,9.2843266e-7,0.0000039319234,0.000005602301,3.0472094e-7,0.000108324006],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.998103,0.0009544126,0.00012920772,0.00012067144,0.00039511514,0.00029746824],"domain_scores_gemma":[0.97434956,0.016322216,0.005193233,0.000730039,0.001983799,0.0014212193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048186076,0.0001996107,0.0002142666,0.0010369375,0.00075014634,0.0020571572,0.00036944414,0.0006396561,0.0023192645],"category_scores_gemma":[0.01649106,0.00025633053,0.00035918457,0.00052047486,0.0016674274,0.0019301928,0.0015693465,0.00091932324,0.000106187705],"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":[0.00015625304,0.00054716744,0.85384125,0.000083583116,0.00009116749,0.00023359565,0.120568536,0.00037864008,0.0018689513,0.00212163,0.00012251675,0.019986669],"study_design_scores_gemma":[0.00003922725,0.0009070857,0.70783955,0.00012825581,0.000091367925,0.00040770302,0.28268158,0.002576592,0.001357211,0.0021756254,0.0017506242,0.000045180648],"about_ca_topic_score_codex":0.0034067708,"about_ca_topic_score_gemma":0.0037309474,"teacher_disagreement_score":0.0048186076,"about_ca_system_score_codex":0.0007771086,"about_ca_system_score_gemma":0.0008373911,"threshold_uncertainty_score":0.025483489},"labels":[],"label_agreement":null},{"id":"W1967279324","doi":"10.2753/mis0742-1222220309","title":"Coauthorship Dynamics and Knowledge Capital: The Patterns of Cross-Disciplinary Collaboration in Information Systems Research","year":2005,"lang":"en","type":"article","venue":"Journal of Management Information Systems","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":108,"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":"Knowledge management; Cohesion (chemistry); Discipline; Social network analysis; Social capital; Field (mathematics); Knowledge sharing; Network science; Construct (python library); Data science; Computer science; Order (exchange); Sociology; Social science; Complex network; World Wide Web; Business","score_opus":0.02918296425776425,"score_gpt":0.3647974192034532,"score_spread":0.335614454945689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967279324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99131083,0.00080911774,0.0023185823,0.00036601155,0.000008645552,0.000015646565,0.0001951259,0.000014144245,0.0049619335],"genre_scores_gemma":[0.9990181,0.00018452966,0.0004929948,0.000008729704,0.0000113740025,0.0000090759495,0.0000873723,0.000002413061,0.00018544261],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99640083,0.0013356853,0.0004023579,0.0006497971,0.00088190165,0.00032944893],"domain_scores_gemma":[0.93194216,0.044881314,0.016130764,0.002380098,0.002833875,0.0018318766],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0030667724,0.0001960325,0.00030125387,0.007502477,0.0010250449,0.002998329,0.0006361678,0.00069575437,0.0015592648],"category_scores_gemma":[0.03688492,0.00018719118,0.0002698504,0.009680797,0.0013389189,0.005216933,0.0025065623,0.00039101054,0.000295842],"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":[0.00009611814,0.00006247599,0.9510005,0.00013109768,0.0001588103,0.00017406738,0.009923577,0.0009806859,0.0011284704,0.0037380336,0.0003083781,0.032297738],"study_design_scores_gemma":[0.000008623006,0.00006726227,0.9714067,0.000090120244,0.00006295614,0.00063344627,0.010396289,0.0060466467,0.0007075586,0.0077612763,0.0027897272,0.000029468874],"about_ca_topic_score_codex":0.0027299568,"about_ca_topic_score_gemma":0.0049099303,"teacher_disagreement_score":0.9969332,"about_ca_system_score_codex":0.001140708,"about_ca_system_score_gemma":0.00084830186,"threshold_uncertainty_score":0.016218841},"labels":[],"label_agreement":null},{"id":"W1970425478","doi":"10.2753/mis0742-1222270305","title":"Oligopolistic Pricing with Online Search","year":2010,"lang":"en","type":"article","venue":"Journal of Management Information Systems","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","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 Calgary","funders":"","keywords":"Oligopoly; Competition (biology); Microeconomics; Order (exchange); Set (abstract data type); Search cost; Economics; Online search; Feature (linguistics); Industrial organization; Econometrics; Computer science; Mathematical economics; Cournot competition; Information retrieval","score_opus":0.017207473154143324,"score_gpt":0.24301894906239413,"score_spread":0.2258114759082508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970425478","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39536044,0.0006600472,0.54533523,0.0030316052,0.00008766577,0.00017151363,0.00024359282,0.00016702682,0.054942977],"genre_scores_gemma":[0.98411685,0.00011970698,0.0117002465,0.00009954351,0.00003328752,0.000051077655,0.000019249142,0.000012034024,0.003847929],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99853194,0.0007835873,0.000039102688,0.00018941936,0.0002575941,0.000198383],"domain_scores_gemma":[0.9961274,0.002590168,0.0004756832,0.00035617582,0.00021799437,0.0002325711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014005176,0.00043109324,0.0010325355,0.00050313724,0.0007199037,0.0026703938,0.0016748443,0.0020936003,0.004315786],"category_scores_gemma":[0.006373694,0.0006131916,0.0008643294,0.0007120845,0.0022087526,0.004243761,0.0011381572,0.0011358573,0.0003452392],"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":[0.00008525795,0.000120428514,0.001424706,0.000054176555,0.00003857229,0.00025287597,0.00022038602,0.323408,0.00062948925,0.66722506,0.00069497427,0.00584609],"study_design_scores_gemma":[0.000037340782,0.00003398575,0.00037913324,0.0000072117614,0.000011344114,0.00007184766,0.00006163434,0.778889,0.000076895165,0.21973154,0.0006844936,0.000015518968],"about_ca_topic_score_codex":0.0055916747,"about_ca_topic_score_gemma":0.0044280165,"teacher_disagreement_score":0.0055916747,"about_ca_system_score_codex":0.0017208027,"about_ca_system_score_gemma":0.0012976279,"threshold_uncertainty_score":0.014437795},"labels":[],"label_agreement":null},{"id":"W2006239267","doi":"10.2753/mis0742-1222300102","title":"Sustainability of a Firm's Reputation for Information Technology Capability: The Role of Senior IT Executives","year":2013,"lang":"en","type":"article","venue":"Journal of Management Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":89,"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":"Reputation; Business; Sustainability; Knowledge management; Information technology; Industrial organization; Accounting; Marketing; Computer science","score_opus":0.008869123445404576,"score_gpt":0.26782565387687973,"score_spread":0.25895653043147515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006239267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98972243,0.0002587456,0.00030820744,0.0013596228,0.000019193008,0.000008747116,0.00002784312,0.000009683007,0.008285555],"genre_scores_gemma":[0.9995309,0.000030651703,0.000031490854,0.00003773659,0.000009757775,0.0000010162416,0.000011449817,6.439751e-7,0.00034643564],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976306,0.00072909205,0.00014088742,0.00025334329,0.00056093757,0.00068504625],"domain_scores_gemma":[0.9463389,0.0084660025,0.024257435,0.0016756491,0.0056100218,0.013652005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004933449,0.00015157778,0.00026792873,0.0016313469,0.0015281098,0.0043327627,0.00054935925,0.00079419214,0.0030300035],"category_scores_gemma":[0.020196239,0.00014001767,0.00015665503,0.0009596349,0.0011731246,0.0020610609,0.0017195949,0.0009469096,0.00041150904],"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":[0.000040375806,0.00017166337,0.9748892,0.000017755809,0.00003964096,0.000298001,0.0011455182,0.00031794579,0.00028389064,0.0014225334,0.0011705325,0.020202879],"study_design_scores_gemma":[0.0000113526785,0.00016498945,0.99048984,0.000037635928,0.000024141127,0.00018918786,0.004154202,0.0013127952,0.00024535766,0.0010349693,0.0023102914,0.000025214225],"about_ca_topic_score_codex":0.0048458166,"about_ca_topic_score_gemma":0.0069683543,"teacher_disagreement_score":0.004933449,"about_ca_system_score_codex":0.001600177,"about_ca_system_score_gemma":0.0018086426,"threshold_uncertainty_score":0.02609086},"labels":[],"label_agreement":null},{"id":"W2031478406","doi":"10.2753/mis0742-1222240102","title":"Organizational Buyers' Adoption and Use of B2B Electronic Marketplaces: Efficiency- and Legitimacy-Oriented Perspectives","year":2007,"lang":"en","type":"article","venue":"Journal of Management Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":336,"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":"Transaction cost; Legitimacy; Business; Marketing; Normative; Institutional theory; Early adopter; Industrial organization; Resource dependence theory; Product (mathematics); Microeconomics; Economics","score_opus":0.02464576446614021,"score_gpt":0.2944325348240523,"score_spread":0.2697867703579121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031478406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99729186,0.000047762493,0.00044108136,0.000081867096,0.0000010210663,0.000014330865,0.0000107871865,0.0000016689341,0.0021095406],"genre_scores_gemma":[0.99963045,0.00004072331,0.00017571652,0.000014123763,0.0000033248252,0.0000052729056,0.000013761474,9.910539e-7,0.00011553768],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99758565,0.0011128356,0.00016274865,0.00020233275,0.0006196938,0.00031662712],"domain_scores_gemma":[0.96726215,0.020570053,0.007871776,0.00117949,0.0019956622,0.0011209638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004843789,0.00019680109,0.00027208249,0.001566339,0.0006888394,0.003077995,0.0005655958,0.0007664034,0.0020349564],"category_scores_gemma":[0.020154687,0.0003561582,0.00034657924,0.0011547226,0.001691696,0.0028049455,0.0014847859,0.00096704904,0.00015433365],"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":[0.00014893342,0.0006421905,0.9634757,0.000054128606,0.000053853342,0.00025327565,0.009592413,0.00060689135,0.0011417558,0.00392484,0.00006693636,0.020039205],"study_design_scores_gemma":[0.000024638366,0.0004047472,0.97393596,0.00003878877,0.000034462253,0.000204694,0.019013898,0.0022607883,0.00079836184,0.0021799144,0.0010727245,0.000031014533],"about_ca_topic_score_codex":0.0025155018,"about_ca_topic_score_gemma":0.0029425747,"teacher_disagreement_score":0.004843789,"about_ca_system_score_codex":0.00070810644,"about_ca_system_score_gemma":0.00079865305,"threshold_uncertainty_score":0.025616705},"labels":[],"label_agreement":null},{"id":"W2035975215","doi":"10.2753/mis0742-1222300204","title":"Channel Capabilities, Product Characteristics, and the Impacts of Mobile Channel Introduction","year":2013,"lang":"en","type":"article","venue":"Journal of Management Information Systems","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":134,"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":"Channel (broadcasting); Counterfactual thinking; Computer science; Product (mathematics); Set (abstract data type); Telecommunications; Mathematics","score_opus":0.00856256549905448,"score_gpt":0.19933922363605686,"score_spread":0.19077665813700237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035975215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877214,0.00017433708,0.0034472423,0.00018158364,0.0000061294827,0.00005418158,0.00028949595,0.000020692252,0.008104877],"genre_scores_gemma":[0.99898607,0.00005846861,0.00046515034,0.00001263226,0.000007935084,0.00001197561,0.00007896104,0.0000027278202,0.00037592332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986669,0.00043938906,0.00009645407,0.00020809357,0.00029388466,0.0002952553],"domain_scores_gemma":[0.9572482,0.024746941,0.013429008,0.0016995353,0.0012321306,0.0016442263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002112224,0.0004381072,0.00038091172,0.0017761152,0.0003861424,0.0023391875,0.00039631213,0.000775282,0.008235779],"category_scores_gemma":[0.013653972,0.00023365769,0.00069628045,0.0014974858,0.001307088,0.0029363935,0.001531186,0.00097505597,0.00034130272],"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":[0.0006375482,0.0006826825,0.9081689,0.00017730366,0.00029717817,0.0006761209,0.0006694197,0.032608096,0.003301627,0.023031209,0.000415174,0.029334798],"study_design_scores_gemma":[0.00007315112,0.0012323892,0.9312962,0.00006950191,0.0003202196,0.000257732,0.0017421864,0.04395375,0.0030537958,0.015465771,0.0024450703,0.000090189955],"about_ca_topic_score_codex":0.0032551251,"about_ca_topic_score_gemma":0.0040508197,"teacher_disagreement_score":0.008235779,"about_ca_system_score_codex":0.00083332724,"about_ca_system_score_gemma":0.00064127153,"threshold_uncertainty_score":0.027551413},"labels":[],"label_agreement":null},{"id":"W2045897334","doi":"10.2753/mis0742-1222280302","title":"Path Dependence of Dynamic Information Technology Capability: An Empirical Investigation","year":2011,"lang":"en","type":"article","venue":"Journal of Management Information Systems","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":96,"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":"Competitor analysis; Path dependence; Dynamic capabilities; Competitive advantage; Empirical research; Empirical evidence; Computer science; Resource dependence theory; Logit; Resource (disambiguation); Path (computing); Industrial organization; Econometrics; Microeconomics; Economics; Marketing; Knowledge management; Business; Mathematics","score_opus":0.02611697094563091,"score_gpt":0.2426103320120443,"score_spread":0.21649336106641337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045897334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99739826,0.0000496603,0.0015014263,0.00007086114,0.0000016400194,0.000040332896,0.00012565355,0.0000064281103,0.000805637],"genre_scores_gemma":[0.9989793,0.000050809012,0.0005252953,0.00001695805,0.0000028484899,0.000027888875,0.000202276,0.0000028618429,0.0001917267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978885,0.0010870249,0.00013402467,0.00035016763,0.00030984284,0.00023031363],"domain_scores_gemma":[0.91325194,0.06707276,0.012442244,0.0034903274,0.002358789,0.0013840817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004532496,0.00023782547,0.00037076054,0.0017589796,0.00086906966,0.0014593848,0.0010099476,0.00069309503,0.006562887],"category_scores_gemma":[0.0284254,0.00033850697,0.00073798216,0.0027606294,0.0012813585,0.0017104994,0.0018214249,0.0018238835,0.0004216366],"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":[0.0001472726,0.0005110207,0.98088443,0.00005145093,0.00011041553,0.00030841428,0.0019024996,0.002035451,0.00020948073,0.0035533865,0.00029856723,0.009987692],"study_design_scores_gemma":[0.00007359579,0.00064648007,0.93099844,0.000085685,0.00024608598,0.000728991,0.010362825,0.04593679,0.0005491059,0.007869289,0.0024448447,0.000057780428],"about_ca_topic_score_codex":0.0059937695,"about_ca_topic_score_gemma":0.0048792805,"teacher_disagreement_score":0.006562887,"about_ca_system_score_codex":0.0008092514,"about_ca_system_score_gemma":0.001169083,"threshold_uncertainty_score":0.023970425},"labels":[],"label_agreement":null},{"id":"W2077874370","doi":"10.2753/mis0742-1222300303","title":"The Governance and Control of Open Source Software Projects","year":2013,"lang":"en","type":"article","venue":"Journal of Management Information Systems","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":73,"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":"Corporate governance; Open-source software development; Project governance; Knowledge management; Process (computing); Control (management); Variety (cybernetics); Business; Set (abstract data type); Best practice; Process management; Software; Software development; Computer science; Management; Economics","score_opus":0.011724942590972866,"score_gpt":0.23015410665355307,"score_spread":0.2184291640625802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077874370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9190766,0.00036570034,0.059651397,0.0005967552,0.000016559783,0.00032225394,0.000038623384,0.000103747785,0.019828387],"genre_scores_gemma":[0.99580306,0.00005711128,0.0035787178,0.000012281118,0.0000040698806,0.000067446,0.000019026847,0.000007972408,0.00045040264],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9820915,0.010840938,0.001078697,0.0013469897,0.0034743976,0.0011674557],"domain_scores_gemma":[0.9500329,0.024628595,0.009951165,0.0065019955,0.0058272616,0.0030580575],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.019056585,0.00035592943,0.00033534662,0.002872151,0.0014547734,0.0064134034,0.0008775465,0.0005896085,0.0008373516],"category_scores_gemma":[0.046343643,0.0003695877,0.00037111487,0.0016519601,0.004450942,0.0035975694,0.0033497503,0.00072271586,0.00009484985],"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":[0.00029720328,0.00047180353,0.39293465,0.00046186664,0.0002922279,0.0007178974,0.05777469,0.03567744,0.010859343,0.26200438,0.0015372167,0.23697136],"study_design_scores_gemma":[0.00019693395,0.0010520933,0.43929553,0.0008148841,0.00024207069,0.00073774665,0.06261712,0.14133611,0.010229737,0.30305132,0.040144805,0.000281706],"about_ca_topic_score_codex":0.0037689013,"about_ca_topic_score_gemma":0.0034857723,"teacher_disagreement_score":0.9985452,"about_ca_system_score_codex":0.0029903273,"about_ca_system_score_gemma":0.0041615306,"threshold_uncertainty_score":0.1007821},"labels":[],"label_agreement":null},{"id":"W2083683092","doi":"10.2753/mis0742-1222230406","title":"The Impact of Capabilities and Prior Investments on Online Channel Commitment and Performance","year":2007,"lang":"en","type":"article","venue":"Journal of Management Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":117,"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":"Business; Context (archaeology); Variety (cybernetics); Channel (broadcasting); Revenue; Marketing; Industrial organization; Function (biology); Conceptual model; Conceptual framework; Survey data collection; Resource (disambiguation); Telecommunications; Finance","score_opus":0.06493509215765904,"score_gpt":0.3569956380867315,"score_spread":0.2920605459290725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083683092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99439573,0.000060097944,0.0002496989,0.00014348206,0.0000028972013,0.000010489051,0.000062779895,0.0000067157075,0.005068127],"genre_scores_gemma":[0.999564,0.000027923621,0.00007108676,0.000011741644,0.000003940159,0.0000035693586,0.000042217,0.0000023577943,0.00027314006],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99626005,0.0012069418,0.00033027338,0.00037807086,0.000867851,0.00095688563],"domain_scores_gemma":[0.84649694,0.07658997,0.041278634,0.008250493,0.005122918,0.022260975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00371896,0.00028920142,0.00023503228,0.002016884,0.0008950632,0.004493917,0.0007857831,0.0008287872,0.0068478007],"category_scores_gemma":[0.0406713,0.0002949048,0.00038541033,0.0017841767,0.0020364048,0.004053025,0.0034986374,0.0018704997,0.0007787339],"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":[0.00014143776,0.0006328707,0.9796203,0.000028853477,0.000071848735,0.00016059603,0.000781529,0.0012159926,0.00050153176,0.0013837768,0.00017860986,0.015282769],"study_design_scores_gemma":[0.000006146485,0.00015968432,0.9950663,0.000024742947,0.000026359987,0.00008172125,0.0017350769,0.0014800137,0.00041317687,0.0006106646,0.00037771114,0.000018403676],"about_ca_topic_score_codex":0.0032222942,"about_ca_topic_score_gemma":0.0062600584,"teacher_disagreement_score":0.0068478007,"about_ca_system_score_codex":0.0011264161,"about_ca_system_score_gemma":0.0012436658,"threshold_uncertainty_score":0.022908151},"labels":[],"label_agreement":null},{"id":"W2084772925","doi":"10.2753/mis0742-1222290303","title":"Corporate Wikis: The Effects of Owners' Motivation and Behavior on Group Members' Engagement","year":2012,"lang":"en","type":"article","venue":"Journal of Management Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":116,"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":"Affordance; Regulatory focus theory; Promotion (chess); Multinational corporation; Focus group; Knowledge management; Customer engagement; Public relations; Business; Software deployment; Social cognitive theory; Psychology; Marketing; Social psychology; Social media; Computer science; Political science","score_opus":0.03635336396741131,"score_gpt":0.2686952354266145,"score_spread":0.23234187145920318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084772925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985133,0.00001545953,0.00015876822,0.000051864063,0.0000024458266,0.000006885352,0.000010552933,0.000006507659,0.001234245],"genre_scores_gemma":[0.9995468,0.000008334954,0.00012685404,0.000007526457,0.0000019419042,0.000013184751,0.000014522355,0.0000037011364,0.0002771516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965676,0.0021870043,0.00012332233,0.00035373526,0.00040187375,0.00036637235],"domain_scores_gemma":[0.94085556,0.0439107,0.007136501,0.0017792197,0.0013116418,0.0050063184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037700478,0.00024070573,0.00029702845,0.0006318459,0.00073861756,0.0018648764,0.0004748975,0.0005578362,0.0029440722],"category_scores_gemma":[0.029618675,0.00017891091,0.00030934095,0.0004927151,0.0009351073,0.0010898059,0.0018888202,0.0008378201,0.00025342806],"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":[0.001254442,0.0027872918,0.9352821,0.000069766305,0.00020376485,0.00015358168,0.011637041,0.0006653174,0.0030451985,0.0012090958,0.00045023637,0.043242205],"study_design_scores_gemma":[0.000027291635,0.00053965877,0.99247813,0.000015065663,0.000056419813,0.000037400663,0.003352611,0.0018346588,0.00065043615,0.00053440005,0.00045957038,0.000014329342],"about_ca_topic_score_codex":0.0019942238,"about_ca_topic_score_gemma":0.0023998704,"teacher_disagreement_score":0.0037700478,"about_ca_system_score_codex":0.0005272432,"about_ca_system_score_gemma":0.0007466609,"threshold_uncertainty_score":0.01993817},"labels":[],"label_agreement":null},{"id":"W2090747806","doi":"10.2753/mis0742-1222300407","title":"Explicit and Implicit Antecedents of Users' Behavioral Beliefs in Information Systems: A Neuropsychological Investigation","year":2014,"lang":"en","type":"article","venue":"Journal of Management Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":128,"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":"Psychology; Distraction; Neurophysiology; Neuropsychology; Cognitive psychology; Perception; Affect (linguistics); Implicit memory; Cognition; Conceptualization; Social psychology; Computer science; Communication","score_opus":0.06640452940368484,"score_gpt":0.34543156878642167,"score_spread":0.2790270393827368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090747806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992557,0.000035381487,0.00019208141,0.000018054077,0.0000013087189,0.000014791443,0.000022895872,0.0000020094492,0.00045771356],"genre_scores_gemma":[0.9995602,0.000039388193,0.00017408247,0.000015426684,0.0000033133804,0.000017881925,0.000022551945,0.000001296754,0.0001658104],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996395,0.000086350505,0.0000374849,0.00007416471,0.00010552336,0.000056824694],"domain_scores_gemma":[0.9944806,0.002335542,0.0018586898,0.00046169656,0.00041987188,0.00044362113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010791909,0.00032197082,0.00024171076,0.0005741048,0.00033197607,0.0010909287,0.00029838545,0.00061036914,0.0021929052],"category_scores_gemma":[0.008129033,0.00031842184,0.0002642051,0.0003366317,0.00084504695,0.0009103613,0.00061466085,0.0009862394,0.00018148038],"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":[0.0005629245,0.0016383294,0.969857,0.00007954485,0.00013244657,0.00025238548,0.0026358967,0.00031472306,0.009549618,0.00026054308,0.000062466504,0.01465418],"study_design_scores_gemma":[0.000015852565,0.0003761718,0.9979234,0.0000048536635,0.000025295489,0.00015659566,0.0003426325,0.00029765815,0.0005977497,0.00019394085,0.00005762552,0.000008300643],"about_ca_topic_score_codex":0.0023209234,"about_ca_topic_score_gemma":0.0022817466,"teacher_disagreement_score":0.0023209234,"about_ca_system_score_codex":0.00023882958,"about_ca_system_score_gemma":0.00038991653,"threshold_uncertainty_score":0.0073360205},"labels":[],"label_agreement":null},{"id":"W2094891697","doi":"10.2753/mis0742-1222230102","title":"Understanding Business Process Change Failure: An Actor-Network Perspective","year":2006,"lang":"en","type":"article","venue":"Journal of Management Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":317,"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":"Problematization; Sociotechnical system; Actor–network theory; Process (computing); Computer science; Business process; Perspective (graphical); Betrayal; Abstraction; Process management; Knowledge management; Sociology; Epistemology; Business; Artificial intelligence; Work in process; Marketing; Psychology","score_opus":0.09081937446036896,"score_gpt":0.33234076437326715,"score_spread":0.24152138991289818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094891697","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2724914,0.0012761527,0.6120652,0.02578,0.00014266813,0.00022064833,0.00011224955,0.00019499603,0.08771685],"genre_scores_gemma":[0.9783478,0.00033659753,0.019959262,0.00015188692,0.000024155348,0.00006690956,0.00003304615,0.000018064295,0.001062386],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99607927,0.0027727822,0.000109947825,0.00030789143,0.00048736946,0.00024284155],"domain_scores_gemma":[0.9874421,0.009456833,0.0012767521,0.0006404836,0.00079104095,0.0003928572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006661579,0.0007272089,0.00034214582,0.0042821653,0.0026218875,0.0061939205,0.001682088,0.0025057408,0.0028328784],"category_scores_gemma":[0.011567251,0.0003378048,0.0004098815,0.0020477634,0.012627612,0.016428716,0.0032122,0.002550653,0.00024153912],"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":[0.000057276604,0.000088676716,0.013723083,0.00019290927,0.000039312657,0.000561917,0.04331833,0.023935542,0.0007463583,0.890994,0.0011908481,0.025151772],"study_design_scores_gemma":[0.000019063642,0.000044233926,0.0042950134,0.00023727112,0.00003228661,0.00027907794,0.046900384,0.10912722,0.00093264936,0.8104217,0.027678058,0.00003299498],"about_ca_topic_score_codex":0.0038664956,"about_ca_topic_score_gemma":0.0031849835,"teacher_disagreement_score":0.006661579,"about_ca_system_score_codex":0.004776614,"about_ca_system_score_gemma":0.0021775465,"threshold_uncertainty_score":0.03523022},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2163284121","doi":"10.1080/07421222.2000.11045646","title":"The Use of Explanations in Knowledge-Based Systems: Cognitive Perspectives and a Process-Tracing Analysis","year":2000,"lang":"en","type":"article","venue":"Journal of Management Information Systems","topic":"Advanced Text Analysis Techniques","field":"Computer Science","cited_by":144,"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":"Protocol analysis; Cognition; Comprehension; Process tracing; Process (computing); Knowledge management; Cognitive psychology; Computer science; Exploratory analysis; Tracing; Psychology; Qualitative analysis; Data science; Qualitative research; Cognitive science","score_opus":0.021402194804987354,"score_gpt":0.289623304492584,"score_spread":0.26822110968759666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163284121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7542848,0.0009668987,0.23365855,0.0013713867,0.000017944354,0.00035445768,0.00008353901,0.00018931419,0.009073031],"genre_scores_gemma":[0.96272266,0.00024755704,0.0363978,0.000036062138,0.0000086235805,0.00011293946,0.000050155788,0.000022903525,0.00040134406],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9753984,0.01776651,0.0010680138,0.00095349987,0.0039934632,0.0008200621],"domain_scores_gemma":[0.7954247,0.18621653,0.0076991487,0.0039911224,0.0059692785,0.00069916534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020129886,0.0008722932,0.00044291205,0.0061886273,0.0015458557,0.0058607887,0.0014764239,0.0020033477,0.0011198043],"category_scores_gemma":[0.07860107,0.0006046296,0.0010670268,0.002807876,0.0055405903,0.008002113,0.002582799,0.0015225514,0.00013079536],"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":[0.0006374874,0.0003965838,0.08088252,0.0013577661,0.00019368278,0.0015572284,0.5974468,0.0070627145,0.015071075,0.11101299,0.00043506848,0.18394601],"study_design_scores_gemma":[0.00033460543,0.001571947,0.13841291,0.0036864704,0.0009498251,0.0031792747,0.37036836,0.1299408,0.064273745,0.24834853,0.038378462,0.0005550721],"about_ca_topic_score_codex":0.0025032512,"about_ca_topic_score_gemma":0.0020496715,"teacher_disagreement_score":0.020129886,"about_ca_system_score_codex":0.0025842672,"about_ca_system_score_gemma":0.0019133704,"threshold_uncertainty_score":0.10645831},"labels":[],"label_agreement":null},{"id":"W2757176113","doi":"10.1080/07421222.2002.11045712","title":"The Influence of Multimedia on Improving the Comprehension of Organizational Information","year":2002,"lang":"en","type":"article","venue":"Journal of Management Information Systems","topic":"Visual and Cognitive Learning Processes","field":"Psychology","cited_by":57,"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":"Luonnontieteiden ja Tekniikan Tutkimuksen Toimikunta; BC Cancer Agency; Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Recall; Intranet; Set (abstract data type); Comprehension; Perspective (graphical); Cognition; Knowledge management; Information retrieval; Psychology; Cognitive psychology; World Wide Web; Artificial intelligence; The Internet","score_opus":0.01646112979340891,"score_gpt":0.2602582608780184,"score_spread":0.2437971310846095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2757176113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99459594,0.00046721892,0.00083503366,0.00019982086,0.000018865965,0.000055798417,0.000019471949,0.00004693471,0.003760997],"genre_scores_gemma":[0.99606246,0.00037027086,0.0028308402,0.00008027657,0.0000413668,0.00003527602,0.000025065312,0.000013698109,0.000540684],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993881,0.00036984004,0.000029618863,0.000068667476,0.00009339274,0.000050349136],"domain_scores_gemma":[0.9764212,0.02109447,0.0011518407,0.00036007553,0.0004618664,0.00051057665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011129603,0.0003488122,0.00020571907,0.00053727435,0.00021718693,0.00092260336,0.0003591683,0.00056671526,0.00250055],"category_scores_gemma":[0.022585332,0.00014995504,0.00022401169,0.00024169024,0.00036249313,0.0011001943,0.00045082736,0.00043551243,0.0001729318],"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":[0.01126782,0.012089079,0.038424354,0.0024644814,0.00026152685,0.001050398,0.006010381,0.0050693806,0.21827553,0.002450767,0.0021967967,0.70043945],"study_design_scores_gemma":[0.002781022,0.067502715,0.5803284,0.00070248364,0.0023702357,0.0015085172,0.006681806,0.029070914,0.2829542,0.013570386,0.012254213,0.00027503254],"about_ca_topic_score_codex":0.00054105,"about_ca_topic_score_gemma":0.00073834974,"teacher_disagreement_score":0.00250055,"about_ca_system_score_codex":0.00023025322,"about_ca_system_score_gemma":0.00031697348,"threshold_uncertainty_score":0.008365214},"labels":[],"label_agreement":null},{"id":"W3009544789","doi":"10.1080/07421222.2020.1790185","title":"Understanding Security Vulnerability Awareness, Firm Incentives, and ICT Development in Pan-Asia","year":2020,"lang":"en","type":"article","venue":"Journal of Management Information Systems","topic":"Spam and Phishing Detection","field":"Computer Science","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":"Incentive; Vulnerability (computing); Business; Phishing; Information security; Information and Communications Technology; Index (typography); Vulnerability index; Computer security; Economics; The Internet; Computer science","score_opus":0.06447098408253979,"score_gpt":0.2508089975437995,"score_spread":0.1863380134612597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009544789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988399,0.00008123499,0.00013589713,0.00014624391,0.0000011340929,0.000005539172,0.00001846551,0.0000014186913,0.00077016745],"genre_scores_gemma":[0.9997702,0.000052352163,0.000046314748,0.000022406346,9.337233e-7,0.0000033700078,0.000009997295,3.1168324e-7,0.00009419005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990845,0.00038189,0.000062067695,0.00013900985,0.00008971051,0.00024288877],"domain_scores_gemma":[0.986041,0.005635412,0.0064799916,0.00041416273,0.00038733188,0.0010420841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002609969,0.00022279374,0.00042220633,0.0006355973,0.00040618549,0.0018452327,0.00031323486,0.00048579212,0.0017682659],"category_scores_gemma":[0.005925157,0.0001836826,0.00033079673,0.0011005113,0.0010547703,0.0016309267,0.0017434973,0.0008976985,0.00006430912],"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":[0.00018222014,0.0006630466,0.9783223,0.000077115816,0.00019034377,0.0003067275,0.0024047242,0.0025928877,0.0012347075,0.0027927833,0.00011694587,0.011116173],"study_design_scores_gemma":[0.000018088294,0.00025278752,0.99095905,0.000026791979,0.00010809367,0.000024897583,0.0033631974,0.003043974,0.00062806014,0.0010620452,0.0005021693,0.000010785555],"about_ca_topic_score_codex":0.013580789,"about_ca_topic_score_gemma":0.015450513,"teacher_disagreement_score":0.013580789,"about_ca_system_score_codex":0.001238424,"about_ca_system_score_gemma":0.0015746385,"threshold_uncertainty_score":0.027003527},"labels":[],"label_agreement":null},{"id":"W3034973671","doi":"10.1080/07421222.2020.1759938","title":"Too Busy to Be Manipulated: How Multitasking with Technology Improves Deception Detection in Collaborative Teamwork","year":2020,"lang":"en","type":"article","venue":"Journal of Management Information Systems","topic":"Deception detection and forensic psychology","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":"HEC Montréal","funders":"","keywords":"Human multitasking; Deception; Teamwork; Computer science; Virtual team; Psychology; Knowledge management; Human–computer interaction; Social psychology; Cognitive psychology; Political science","score_opus":0.018320077163136012,"score_gpt":0.2689377738455192,"score_spread":0.2506176966823832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034973671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99235415,0.00015355462,0.0044543385,0.00028552074,0.00003653989,0.00006693377,0.000011059738,0.00006321938,0.0025746147],"genre_scores_gemma":[0.9932581,0.00011095883,0.005492321,0.00013736993,0.000012338581,0.000116212905,0.000019140043,0.000021692254,0.00083187467],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9966788,0.0019451712,0.00018596344,0.0004476657,0.0004947551,0.00024768713],"domain_scores_gemma":[0.9752514,0.016762076,0.003121701,0.0024038884,0.00082632486,0.0016346112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034913486,0.00057578273,0.00044869055,0.0005728271,0.00096129574,0.0026025726,0.0009178419,0.0008779997,0.002987795],"category_scores_gemma":[0.03701797,0.00031907854,0.0004160477,0.0002570503,0.0009653645,0.002262862,0.0017934828,0.0011752185,0.00053106097],"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":[0.011054883,0.034421474,0.099255115,0.0018344152,0.0007503449,0.0005400333,0.044752277,0.010474861,0.13848968,0.006382437,0.0034828968,0.64856154],"study_design_scores_gemma":[0.0036105267,0.080902144,0.6308893,0.0020434924,0.0026581103,0.0014404946,0.03449637,0.084016025,0.09969416,0.03644632,0.02306848,0.00073460175],"about_ca_topic_score_codex":0.001056642,"about_ca_topic_score_gemma":0.0009973823,"teacher_disagreement_score":0.0034913486,"about_ca_system_score_codex":0.0005806471,"about_ca_system_score_gemma":0.0008509334,"threshold_uncertainty_score":0.018464208},"labels":[],"label_agreement":null},{"id":"W3110267938","doi":"10.1080/07421222.2020.1831760","title":"Idea Generation in Enterprise Social Media: Open versus Closed Groups and Their Network Structures","year":2020,"lang":"en","type":"article","venue":"Journal of Management 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":"Toronto Metropolitan University; HEC Montréal","funders":"","keywords":"Bridging (networking); Openness to experience; Multinational corporation; Network structure; Knowledge management; Social media; Interpersonal ties; Social network (sociolinguistics); Computer science; Business; Psychology; Social psychology; World Wide Web; Theoretical computer science; Computer security","score_opus":0.06186093053253975,"score_gpt":0.29198687856251687,"score_spread":0.23012594802997713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110267938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952251,0.0000318316,0.0013232487,0.00012018839,0.000007227021,0.000087966764,0.000016959588,0.000006836523,0.0031807586],"genre_scores_gemma":[0.9984617,0.000018429037,0.0010273086,0.000037096976,0.0000045681063,0.000106906395,0.00002358108,0.000003381771,0.0003170636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99226475,0.005603414,0.00026839017,0.00056006975,0.00090974814,0.00039369054],"domain_scores_gemma":[0.9438699,0.044132497,0.0055168592,0.0029989409,0.0013788978,0.002102877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010889485,0.00021500312,0.00028985864,0.001420863,0.0018469829,0.0034242936,0.0005639492,0.000713926,0.003401253],"category_scores_gemma":[0.0465488,0.00024418902,0.0002748008,0.0007370924,0.0033018652,0.003868996,0.0036648838,0.0011170874,0.00019313066],"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":[0.0033950566,0.004737339,0.54001623,0.00045488207,0.00025749748,0.00033671633,0.24185717,0.0018803244,0.018953683,0.034752674,0.0008860094,0.15247251],"study_design_scores_gemma":[0.0006615275,0.004188192,0.7021422,0.00029219894,0.00023268709,0.0004256719,0.18391168,0.019151777,0.010722441,0.06952074,0.008522557,0.00022841446],"about_ca_topic_score_codex":0.00071860483,"about_ca_topic_score_gemma":0.00076113647,"teacher_disagreement_score":0.010889485,"about_ca_system_score_codex":0.0008494022,"about_ca_system_score_gemma":0.00064371136,"threshold_uncertainty_score":0.05758977},"labels":[],"label_agreement":null},{"id":"W3124679280","doi":"10.1080/07421222.2004.11045817","title":"Virtual Product Experience: Effects of Visual and Functional Control of Products on Perceived Diagnosticity and Flow in Electronic Shopping","year":2004,"lang":"en","type":"article","venue":"Journal of Management Information Systems","topic":"Color perception and design","field":"Psychology","cited_by":550,"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":"Control (management); Product (mathematics); Computer science; Advertising; Human–computer interaction; E-commerce; Marketing; Psychology; Business; World Wide Web; Artificial intelligence; Mathematics","score_opus":0.011036251534987758,"score_gpt":0.2640092735789579,"score_spread":0.25297302204397015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124679280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989807,0.000025119096,0.00018363728,0.000010244291,0.00000190889,0.0000067295023,0.0000040998757,0.000003695264,0.00078400376],"genre_scores_gemma":[0.9993994,0.00002202252,0.000326628,0.00001943362,0.0000029509788,0.000009278059,0.00001051003,0.0000035623173,0.00020613162],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990746,0.00050069235,0.000048181264,0.000113881535,0.00018053499,0.00008205733],"domain_scores_gemma":[0.9890815,0.008083857,0.0012664092,0.00035449475,0.0003225479,0.000891116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015052517,0.0002747136,0.00018680001,0.00045351827,0.00022097686,0.0010381083,0.0001966578,0.00036616536,0.0020780405],"category_scores_gemma":[0.010856244,0.00022894937,0.00023979245,0.00014846017,0.0006759469,0.0006569558,0.00073759095,0.00043953987,0.00006554278],"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":[0.028210321,0.020792823,0.5181662,0.00086022523,0.00074675895,0.0007065857,0.037038453,0.0039701904,0.23379312,0.0031383436,0.0010344295,0.15154256],"study_design_scores_gemma":[0.0003038207,0.006719253,0.97992605,0.000033308836,0.00013249688,0.00026748976,0.0027771292,0.0031312457,0.005295639,0.0006740075,0.00067869556,0.00006092731],"about_ca_topic_score_codex":0.0006586054,"about_ca_topic_score_gemma":0.00053575117,"teacher_disagreement_score":0.0020780405,"about_ca_system_score_codex":0.0002451894,"about_ca_system_score_gemma":0.00013811179,"threshold_uncertainty_score":0.007960677},"labels":[],"label_agreement":null},{"id":"W4206121889","doi":"10.1080/07421222.2021.1962595","title":"Designing Online Virtual Advisors to Encourage Customer Self-disclosure: A Theoretical Model and an Empirical Test","year":2021,"lang":"en","type":"article","venue":"Journal of Management Information Systems","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":35,"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; Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Context (archaeology); Extant taxon; Set (abstract data type); Empirical research; Perception; Test (biology); Product (mathematics); Social exchange theory; Process (computing); Psychology; Knowledge management; Business; Internet privacy; Computer science; Social psychology","score_opus":0.018175509410958378,"score_gpt":0.31075605180301163,"score_spread":0.2925805423920533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206121889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96523476,0.00010998532,0.018176995,0.0009772326,0.000021697893,0.001303866,0.00009658036,0.000058436886,0.014020402],"genre_scores_gemma":[0.97911835,0.00019094281,0.018738296,0.000118300784,0.0000071558807,0.0011293524,0.00005899443,0.0000069560533,0.00063171034],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9925322,0.005471135,0.00029088906,0.0005330462,0.00073912466,0.00043360988],"domain_scores_gemma":[0.90500605,0.0819993,0.0059645264,0.0023117487,0.003327677,0.0013906253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012011317,0.0010176067,0.0007186969,0.0016252324,0.0019098923,0.004712119,0.0026202206,0.0024198326,0.010076142],"category_scores_gemma":[0.040738363,0.0008872878,0.0009756367,0.0013985717,0.0030431673,0.006611712,0.0022619704,0.0017195056,0.00084511493],"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":[0.0029073479,0.044278808,0.4375933,0.0034604857,0.00058624696,0.0010627904,0.04218011,0.048790284,0.0048132916,0.1866991,0.0039753537,0.22365294],"study_design_scores_gemma":[0.0032272646,0.0153768845,0.14223488,0.0017329712,0.0017474836,0.0006307771,0.07557617,0.6766829,0.007075665,0.06477397,0.010521839,0.0004192485],"about_ca_topic_score_codex":0.0054114484,"about_ca_topic_score_gemma":0.0039863195,"teacher_disagreement_score":0.012011317,"about_ca_system_score_codex":0.003691995,"about_ca_system_score_gemma":0.004217848,"threshold_uncertainty_score":0.0635227},"labels":[],"label_agreement":null},{"id":"W4281623989","doi":"10.1080/07421222.2022.2063556","title":"Examining the Impact of Algorithmic Control on Uber Drivers’ Technostress","year":2022,"lang":"en","type":"article","venue":"Journal of Management Information Systems","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":202,"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":"Deutsche Forschungsgemeinschaft","keywords":"Workaround; Gatekeeping; Continuance; Technostress; Control (management); Transparency (behavior); Workforce; Endogeneity; Workload; Psychology; Social psychology; Computer science; Computer security; Business; Political science","score_opus":0.016094311156206326,"score_gpt":0.25418582249570176,"score_spread":0.23809151133949544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281623989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954371,0.000049599013,0.0009052935,0.00013033497,0.0000052480427,0.000013466366,0.00003074253,0.000008603617,0.0034196777],"genre_scores_gemma":[0.9993831,0.000025422205,0.00023764186,0.00001927694,0.000003006591,0.000008376959,0.000028515893,0.0000025430315,0.0002921788],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99794346,0.0005647229,0.00013660184,0.00025547028,0.0006602784,0.00043955466],"domain_scores_gemma":[0.9745746,0.010523704,0.00851895,0.0018537329,0.0030260219,0.0015031191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033345814,0.00032200827,0.00016709816,0.0013223737,0.0008568897,0.0026720746,0.0004068943,0.00048282376,0.0030223038],"category_scores_gemma":[0.018932095,0.0002056367,0.00029536092,0.00079244544,0.0014000376,0.002221528,0.0022609658,0.0008760881,0.00035013704],"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":[0.0001254863,0.000261176,0.9505605,0.00008243912,0.00004525725,0.00011219666,0.011936481,0.00088555715,0.0012694969,0.0030166267,0.00025861835,0.031446233],"study_design_scores_gemma":[0.000006563175,0.00023180334,0.97375464,0.000071636,0.00003292716,0.0000628615,0.017346228,0.0029905564,0.0010466026,0.001987398,0.0024323058,0.000036423553],"about_ca_topic_score_codex":0.0040850285,"about_ca_topic_score_gemma":0.00598295,"teacher_disagreement_score":0.0040850285,"about_ca_system_score_codex":0.0009261602,"about_ca_system_score_gemma":0.0012077194,"threshold_uncertainty_score":0.017635167},"labels":[],"label_agreement":null},{"id":"W4386103849","doi":"10.1080/07421222.2023.2229124","title":"Impact of Bot Involvement in an Incentivized Blockchain-Based Online Social Media Platform","year":2023,"lang":"en","type":"article","venue":"Journal of Management Information Systems","topic":"FinTech, Crowdfunding, Digital Finance","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":"University of Calgary","funders":"University of Warwick","keywords":"Leverage (statistics); Incentive; Social media; User engagement; Internet privacy; Business; Cryptocurrency; Computer science; World Wide Web; Economics; Microeconomics; Artificial intelligence","score_opus":0.04191283691062514,"score_gpt":0.2742603298364841,"score_spread":0.23234749292585893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386103849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968148,0.0000371984,0.00044262773,0.00024073836,0.0000060199422,0.00002398866,0.00015450676,0.000029114583,0.0022509948],"genre_scores_gemma":[0.9990194,0.000013342236,0.000115508024,0.00002155036,0.000004112801,0.000012702412,0.0000913167,0.0000032157857,0.00071869517],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978035,0.0009516916,0.00008532027,0.00027473673,0.00035676322,0.0005280761],"domain_scores_gemma":[0.9691832,0.018194726,0.007349424,0.0012249146,0.0012769094,0.00277087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034055517,0.00029377025,0.00034334042,0.00099813,0.00092676847,0.0020329093,0.0005635703,0.0010586986,0.006318315],"category_scores_gemma":[0.019980922,0.00022866054,0.0003447015,0.0008086066,0.0012428937,0.0024896115,0.0018411182,0.0016273437,0.00079624646],"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":[0.0023991778,0.0032372982,0.8899605,0.00015545255,0.00020560423,0.0010888649,0.0015935216,0.044419114,0.004317017,0.010635236,0.00397233,0.03801584],"study_design_scores_gemma":[0.0002023735,0.0021256856,0.7551481,0.00007813691,0.00015695856,0.0003079881,0.00409669,0.22226405,0.00323636,0.007680452,0.004585746,0.0001174848],"about_ca_topic_score_codex":0.009259532,"about_ca_topic_score_gemma":0.01296252,"teacher_disagreement_score":0.009259532,"about_ca_system_score_codex":0.0016493064,"about_ca_system_score_gemma":0.0010739511,"threshold_uncertainty_score":0.02113682},"labels":[],"label_agreement":null},{"id":"W4389549243","doi":"10.1080/07421222.2023.2267323","title":"Impacts of Social Interactions and Peer Evaluations on Online Review Platforms","year":2023,"lang":"en","type":"article","venue":"Journal of Management Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":20,"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","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Helpfulness; Ceteris paribus; Quality (philosophy); Internet privacy; Empirical evidence; Social media; Psychology; Computer science; Social psychology; World Wide Web","score_opus":0.08090674674866954,"score_gpt":0.410244610454644,"score_spread":0.32933786370597445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389549243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9700846,0.0012147404,0.0019273306,0.0016929604,0.00012426327,0.00015105936,0.0005122292,0.00010437046,0.024188222],"genre_scores_gemma":[0.9972543,0.0001509088,0.00068536977,0.00008685407,0.000155623,0.00005110325,0.00019269195,0.000029681149,0.0013934558],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9490549,0.031960264,0.0025339278,0.003180362,0.011627542,0.0016429698],"domain_scores_gemma":[0.57927537,0.30633217,0.06661658,0.01100681,0.026041698,0.010727317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01974355,0.0006271728,0.00076701347,0.0038172745,0.0024034416,0.0065685012,0.00071417843,0.0010101362,0.0054907375],"category_scores_gemma":[0.1970308,0.00029038225,0.0007568687,0.0027287004,0.0015429461,0.00413228,0.0028527433,0.0015807878,0.0011578994],"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":[0.0014492854,0.0006930963,0.8540689,0.00064685947,0.000925833,0.0007299377,0.010024041,0.002407172,0.002505758,0.0028196932,0.0054635145,0.11826598],"study_design_scores_gemma":[0.000109844324,0.00086051744,0.96319324,0.00023267441,0.0004073349,0.00054941466,0.008228274,0.011010369,0.0015600224,0.004134316,0.00957281,0.00014121922],"about_ca_topic_score_codex":0.0034989086,"about_ca_topic_score_gemma":0.006127054,"teacher_disagreement_score":0.01974355,"about_ca_system_score_codex":0.0017104603,"about_ca_system_score_gemma":0.0017226214,"threshold_uncertainty_score":0.10441512},"labels":[],"label_agreement":null},{"id":"W4399971022","doi":"10.1080/07421222.2024.2340823","title":"Impact of Government Outsourcing Contracts on High-Tech Vendors: An Empirical Study","year":2024,"lang":"en","type":"article","venue":"Journal of Management Information Systems","topic":"Outsourcing and Supply Chain 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":"University of Alberta","funders":"","keywords":"Outsourcing; Business; High tech; Government (linguistics); Empirical research; Industrial organization; Knowledge management; Computer science; Marketing","score_opus":0.016431731870740825,"score_gpt":0.27892860436391315,"score_spread":0.26249687249317233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399971022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972716,0.0001779338,0.00013042297,0.00017021931,0.0000024102583,0.000028785827,0.000100076606,0.0000025278084,0.0021159733],"genre_scores_gemma":[0.99873155,0.0002040451,0.000088232606,0.000040090406,0.000013504286,0.000015745165,0.00014659023,0.0000020073269,0.0007582443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960601,0.0014524723,0.0002725421,0.00022195626,0.0010953833,0.0008976447],"domain_scores_gemma":[0.9119297,0.04707157,0.028668812,0.0025091437,0.0047639483,0.005056819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049058897,0.00029056089,0.00046748374,0.0017087562,0.0017780596,0.0025215812,0.0009808934,0.0013354066,0.0088467775],"category_scores_gemma":[0.02112171,0.00028617555,0.0005925089,0.0031677117,0.0011280715,0.0019530999,0.0017756807,0.0023674255,0.00100036],"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":[0.00025437592,0.0017569975,0.9749382,0.00008161262,0.00007078533,0.0006487889,0.0014984533,0.0012891298,0.00020256804,0.0023831092,0.0007450875,0.016130831],"study_design_scores_gemma":[0.000053240296,0.0006848967,0.97275907,0.00014898839,0.00011995118,0.00055606273,0.014343365,0.0069522825,0.0006181949,0.0012694623,0.002459982,0.000034470773],"about_ca_topic_score_codex":0.0074040233,"about_ca_topic_score_gemma":0.0069774934,"teacher_disagreement_score":0.0088467775,"about_ca_system_score_codex":0.002110725,"about_ca_system_score_gemma":0.0031011913,"threshold_uncertainty_score":0.029595435},"labels":[],"label_agreement":null},{"id":"W4402236543","doi":"10.1080/07421222.2024.2376387","title":"Board Interlocks with Information Technology Firms and Innovation Outcomes: A Resource Dependence Perspective","year":2024,"lang":"en","type":"article","venue":"Journal of Management Information Systems","topic":"Innovation and Knowledge 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":"McGill University","funders":"National Natural Science Foundation of China; Nanyang Technological University","keywords":"Perspective (graphical); Resource dependence theory; Business; Interlock; Resource-based view; Knowledge management; Industrial organization; Resource (disambiguation); Information technology; Marketing; Competitive advantage; Computer science; Management; Economics; Engineering","score_opus":0.010174595173598356,"score_gpt":0.23291312184934762,"score_spread":0.22273852667574925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402236543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99017125,0.000387143,0.00080014317,0.00066953903,0.000010092735,0.000030099229,0.0003304463,0.00000939655,0.0075918077],"genre_scores_gemma":[0.9987287,0.000100970065,0.000090271664,0.0000454218,0.0000121524845,0.000013240135,0.00021059267,0.0000022809247,0.00079634885],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981097,0.0004584076,0.00014255106,0.00032991232,0.00030400394,0.000655422],"domain_scores_gemma":[0.9741629,0.008504832,0.011367436,0.0010558309,0.0011444791,0.003764618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001872831,0.00020414901,0.0003271221,0.0023286385,0.0012332305,0.0030988806,0.0006656433,0.00065503083,0.008177299],"category_scores_gemma":[0.010142038,0.000119142474,0.00041119588,0.0025359278,0.0015971824,0.0034037607,0.003449907,0.0010983365,0.0005713889],"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":[0.00008277162,0.0002447148,0.98002005,0.000049363814,0.00005851073,0.00023797329,0.001540166,0.00066914805,0.00030732164,0.003618243,0.00067550305,0.01249626],"study_design_scores_gemma":[0.000023701461,0.00018652067,0.9784172,0.00011973443,0.00010966072,0.00013977416,0.008578074,0.0025383083,0.00061745546,0.0036871568,0.0055535473,0.00002894353],"about_ca_topic_score_codex":0.016561307,"about_ca_topic_score_gemma":0.01667026,"teacher_disagreement_score":0.016561307,"about_ca_system_score_codex":0.0015228695,"about_ca_system_score_gemma":0.0017828683,"threshold_uncertainty_score":0.032929778},"labels":[],"label_agreement":null},{"id":"W4402236566","doi":"10.1080/07421222.2024.2376379","title":"Engagement and Crowding-Out Effects of Leaderboard Gamification on Medical Crowdfunding","year":2024,"lang":"en","type":"article","venue":"Journal of Management Information Systems","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","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":"Crowding out; Crowdsourcing; Monetary economics; Psychology; Economics; Business; Computer science; World Wide Web","score_opus":0.021000362216224484,"score_gpt":0.24548608550354442,"score_spread":0.22448572328731994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402236566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99108994,0.00017713993,0.00093524216,0.00027059985,0.000020856356,0.00006656831,0.000122052,0.00003967273,0.0072778445],"genre_scores_gemma":[0.9984034,0.000064023574,0.00064542243,0.00007623739,0.00001641576,0.000096815995,0.00006670528,0.000013114497,0.00061793113],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99359304,0.004399251,0.00017012162,0.00053788704,0.000595496,0.0007041863],"domain_scores_gemma":[0.89377695,0.089810155,0.009569992,0.0025590581,0.0011768754,0.003106935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007594073,0.00071803556,0.00074796984,0.0011128305,0.00087157614,0.0025620828,0.0005532707,0.000897728,0.008310063],"category_scores_gemma":[0.051707216,0.00019902117,0.0006523448,0.0007849292,0.001545949,0.0018369386,0.0026336634,0.0019529355,0.00065071206],"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":[0.01624252,0.013702601,0.62931246,0.0016802087,0.0012206782,0.00087875675,0.021657936,0.026396941,0.004959224,0.0137708085,0.005095809,0.265082],"study_design_scores_gemma":[0.00045618013,0.006625274,0.9233413,0.00059283176,0.00070392527,0.00014740533,0.012882328,0.025830632,0.0035053364,0.017570127,0.008187432,0.00015721607],"about_ca_topic_score_codex":0.0016285743,"about_ca_topic_score_gemma":0.001974978,"teacher_disagreement_score":0.008310063,"about_ca_system_score_codex":0.00093189784,"about_ca_system_score_gemma":0.0007038564,"threshold_uncertainty_score":0.04016179},"labels":[],"label_agreement":null},{"id":"W4406027674","doi":"10.1080/07421222.2024.2415775","title":"Blooming Through the Cracks: The Effects of Fault Lines in Corporate Boards on Information-Technology Value","year":2024,"lang":"en","type":"article","venue":"Journal of Management Information Systems","topic":"Corporate Finance and Governance","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":"Simon Fraser University","funders":"","keywords":"Business; Value (mathematics); Knowledge management; Industrial organization; Information technology; Accounting; Marketing; Computer science","score_opus":0.011130690509465802,"score_gpt":0.21759295842507803,"score_spread":0.20646226791561223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406027674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99410456,0.00017802932,0.00042169588,0.00085473433,0.000012740806,0.00001716025,0.000046735226,0.000006785292,0.0043574576],"genre_scores_gemma":[0.9994875,0.000027406357,0.00007192148,0.000060290397,0.000008475232,0.0000066043644,0.000020528447,0.0000025385186,0.0003146861],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9914664,0.0042363075,0.00037146846,0.00094067515,0.0013209794,0.0016641307],"domain_scores_gemma":[0.87221706,0.07122212,0.03888661,0.0039285826,0.0047400137,0.009005587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005002593,0.00025540328,0.000364657,0.0012926765,0.0017743938,0.003959847,0.0008374107,0.0014217922,0.008330625],"category_scores_gemma":[0.06437058,0.00023082517,0.00038380022,0.0011861919,0.003954342,0.0046080453,0.005398688,0.0021518776,0.00037421563],"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":[0.0006543151,0.0005235599,0.9541249,0.000050708666,0.00009726658,0.0002819864,0.007853882,0.0008867323,0.00063463347,0.006278179,0.000979539,0.027634226],"study_design_scores_gemma":[0.000056493955,0.00040988257,0.97470677,0.00009677949,0.00010373135,0.000076248914,0.015095681,0.0014345696,0.00041691915,0.0055686906,0.0020129615,0.000021253833],"about_ca_topic_score_codex":0.010611582,"about_ca_topic_score_gemma":0.012376163,"teacher_disagreement_score":0.010611582,"about_ca_system_score_codex":0.0028856106,"about_ca_system_score_gemma":0.0012732181,"threshold_uncertainty_score":0.027868688},"labels":[],"label_agreement":null},{"id":"W4406048065","doi":"10.1080/07421222.2024.2415772","title":"Can ChatGPT Perform a Grounded Theory Approach to Do Risk Analysis? An Empirical Study","year":2024,"lang":"en","type":"article","venue":"Journal of Management Information Systems","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":27,"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":"Grounded theory; Computer science; Empirical research; Data science; Qualitative research; Sociology; Statistics; Mathematics","score_opus":0.10208429545040912,"score_gpt":0.41827712174535575,"score_spread":0.3161928262949466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406048065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49146017,0.0008798446,0.44455156,0.016887678,0.0005463251,0.012179419,0.0010278659,0.00086892594,0.031598143],"genre_scores_gemma":[0.714858,0.00049567287,0.26677972,0.0024012018,0.000088687135,0.012644094,0.0004128268,0.00020902956,0.0021106508],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.87375534,0.10856662,0.0036413705,0.0031284199,0.008655933,0.002252415],"domain_scores_gemma":[0.56729454,0.35842547,0.010125142,0.022777263,0.03689476,0.0044828905],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.15586327,0.0009501617,0.0011266533,0.0045024706,0.0033389311,0.0056384294,0.0035838867,0.0021655147,0.0078070443],"category_scores_gemma":[0.35166004,0.000750186,0.0010425027,0.0044927076,0.0049424623,0.013781968,0.0066889,0.0037610158,0.00159307],"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":[0.0009186688,0.0029727072,0.051282402,0.004656237,0.0002102145,0.0011524259,0.46104214,0.004028055,0.0035987925,0.082935035,0.015157257,0.37204614],"study_design_scores_gemma":[0.0010831796,0.0037810847,0.054938488,0.012176147,0.0005254492,0.0014031496,0.5628707,0.06906476,0.0110970875,0.1856492,0.09687,0.0005407798],"about_ca_topic_score_codex":0.0023667542,"about_ca_topic_score_gemma":0.004490343,"teacher_disagreement_score":0.8441367,"about_ca_system_score_codex":0.0060276566,"about_ca_system_score_gemma":0.009245793,"threshold_uncertainty_score":0.8242936},"labels":[],"label_agreement":null},{"id":"W4411527472","doi":"10.1080/07421222.2025.2487309","title":"Effects of Nudging and Privacy Control on Online Physician Reviews: Evidence from a Field Experiment","year":2025,"lang":"en","type":"article","venue":"Journal of Management 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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University","keywords":"Control (management); Field (mathematics); Patient privacy; Privacy protection; Information privacy; Self-control; Test (biology)","score_opus":0.02230666301731007,"score_gpt":0.32046190513562445,"score_spread":0.2981552421183144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411527472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99208415,0.00023340882,0.00158458,0.00044311504,0.00008828945,0.0015174557,0.00014045143,0.000032316704,0.0038761727],"genre_scores_gemma":[0.98959863,0.0001919069,0.0055657113,0.0007031335,0.00009971887,0.002533686,0.00007684835,0.000016478072,0.0012138842],"study_design_codex":"nonrandomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.92751974,0.05971328,0.0030278915,0.0047638738,0.003772858,0.0012023828],"domain_scores_gemma":[0.4207632,0.50786334,0.044189166,0.016669657,0.003947723,0.006566973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04437306,0.00085868663,0.00093932834,0.0005209471,0.0017263719,0.0031027484,0.0013834,0.0026972047,0.0064400123],"category_scores_gemma":[0.1893039,0.00085742836,0.001187854,0.00044166576,0.0032386142,0.0030558011,0.0014188639,0.0023826214,0.000785931],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.2499915,0.33656824,0.14235778,0.0056874123,0.0039314935,0.0008790865,0.019334204,0.004997578,0.02547332,0.006928983,0.0059990813,0.19785123],"study_design_scores_gemma":[0.06617268,0.5343673,0.31324965,0.0014696515,0.0045322883,0.000749092,0.006539401,0.017815992,0.021573799,0.013915356,0.018849166,0.0007656491],"about_ca_topic_score_codex":0.0009156731,"about_ca_topic_score_gemma":0.0009997798,"teacher_disagreement_score":0.04437306,"about_ca_system_score_codex":0.0014427993,"about_ca_system_score_gemma":0.002246716,"threshold_uncertainty_score":0.23466998},"labels":[],"label_agreement":null}]}