{"meta":{"query_hash":"8c4ca338212f","filters":{"venue":"Journal of theoretical and applied electronic commerce research"},"cohort_total":28,"direct_labels_cover":0,"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/8c4ca338212f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+theoretical+and+applied+electronic+commerce+research"},"results":[{"id":"W1983946068","doi":"10.4067/s0718-18762012000200001","title":"Editorial: Continuous Improvement of JTAER through Monitoring Performance Indicators","year":2012,"lang":"en","type":"editorial","venue":"Journal of theoretical and applied electronic commerce research","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":"Université du Québec à Montréal","funders":"","keywords":"Scopus; Citation; Notice; Originality; Quality (philosophy); Audience measurement; Computer science; Impact factor; Editorial board; Data science; Library science; Political science; Law","score_opus":0.013618247688941564,"score_gpt":0.2783909616972243,"score_spread":0.2647727140082828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983946068","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33467555,0.00075139524,0.000025060119,0.0001570972,0.6445256,0.0003889236,0.000006877585,0.000017671618,0.019451823],"genre_scores_gemma":[0.48087022,0.00084344856,0.000011217035,0.000013932627,0.5181738,0.000007951919,0.00000928352,0.000036510974,0.000033642686],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99615264,0.000008029773,0.00096223084,0.00027041094,0.0014631491,0.0011435458],"domain_scores_gemma":[0.99760514,0.00072174595,0.00081785844,0.00028657142,0.00049557956,0.000073107454],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004211141,0.00033499277,0.0008754446,0.00045326882,0.00020456688,0.0005039093,0.00079465925,0.0005492523,0.00009253338],"category_scores_gemma":[0.00033228943,0.00025586414,0.00018272434,0.00037447875,0.00063549523,0.0013053154,0.0006433183,0.002963908,0.000027187505],"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":[0.0007974504,0.00026448886,0.00016365337,0.0006501821,0.00021896856,9.3157644e-7,0.00005748519,0.0000043929567,0.00029544844,0.2637353,0.7050362,0.028775478],"study_design_scores_gemma":[0.0009910697,0.0003406473,0.00002715008,0.00022316078,0.000114705086,0.000001691972,0.00039750076,0.000010480795,0.00054779864,0.064405166,0.93263465,0.00030596662],"about_ca_topic_score_codex":0.000029468665,"about_ca_topic_score_gemma":0.0000011586502,"teacher_disagreement_score":0.22759844,"about_ca_system_score_codex":0.00023608159,"about_ca_system_score_gemma":0.00026892484,"threshold_uncertainty_score":0.99998933},"labels":[],"label_agreement":null},{"id":"W1987269620","doi":"10.4067/s0718-18762009000200001","title":"Guest Editors' Introduction on eHealth and Services Computing in Healthcare","year":2009,"lang":"en","type":"article","venue":"Journal of theoretical and applied electronic commerce research","topic":"Business Process Modeling and Analysis","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":"Ontario Tech University","funders":"","keywords":"eHealth; Telehealth; Health care; Knowledge management; Health informatics; Computer science; Business model; Business process; Service (business); Business informatics; Data science; Business; Process management; Telemedicine; Marketing","score_opus":0.013513763759689962,"score_gpt":0.31154186383569954,"score_spread":0.29802810007600955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987269620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85461175,0.00081668876,0.00028078392,0.14313433,0.00022692325,0.00012950941,2.420849e-7,0.00001845647,0.00078129745],"genre_scores_gemma":[0.9857038,0.00041526026,0.000030298475,0.0013470982,0.01248501,0.000001020528,0.0000029015155,0.000009998893,0.000004584167],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99831015,0.00005166242,0.00038335763,0.00022983864,0.00048080017,0.00054416753],"domain_scores_gemma":[0.99930376,0.00014042987,0.0001505865,0.00011325459,0.00024725185,0.00004470113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002947146,0.00012900351,0.0003170621,0.0005094745,0.00026298338,0.00020877513,0.00019579714,0.0000810472,0.000010662852],"category_scores_gemma":[0.00006217753,0.000098346994,0.000034634024,0.00066257553,0.00016150391,0.00019375731,0.00008230041,0.0011110837,0.0000040421455],"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":[0.0004934535,0.00021122146,0.00097516866,0.0003319511,0.00001659587,0.00000366326,0.00007877623,0.00022404075,0.00031364086,0.92295593,0.001004957,0.073390596],"study_design_scores_gemma":[0.0029104704,0.00084109104,0.013650044,0.0007335053,0.00009411814,0.0000602924,0.0015112999,0.0458515,0.00022075034,0.9065567,0.026972786,0.0005973975],"about_ca_topic_score_codex":0.00008082045,"about_ca_topic_score_gemma":0.00001545418,"teacher_disagreement_score":0.14178723,"about_ca_system_score_codex":0.00007019995,"about_ca_system_score_gemma":0.000048357444,"threshold_uncertainty_score":0.48271674},"labels":[],"label_agreement":null},{"id":"W2010371980","doi":"10.4067/s0718-18762014000100006","title":"Web 2.0, Social Networks and E-commerce as Marketing Tools","year":2013,"lang":"en","type":"article","venue":"Journal of theoretical and applied electronic commerce research","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":73,"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":"World Wide Web; Computer science; Web 2.0; Digital marketing; Social commerce; Business; E-commerce; The Internet; Marketing; Social media","score_opus":0.02314549477097529,"score_gpt":0.34163736120258487,"score_spread":0.3184918664316096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010371980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75057673,0.0006022385,0.00003176452,0.02245561,0.00005635938,0.0002628874,6.76145e-7,0.00001827463,0.22599545],"genre_scores_gemma":[0.9961157,0.0021442522,0.000032609565,0.00036641385,0.00082689803,0.000014781552,6.9256714e-7,0.00001872718,0.00047994003],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9959972,0.0013983458,0.0003846623,0.0001997485,0.0008925874,0.0011274823],"domain_scores_gemma":[0.9938476,0.0052455524,0.0001213791,0.000090826594,0.00026953104,0.00042513176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012258366,0.0001422618,0.00035693162,0.00012308368,0.0011201184,0.00064569735,0.00039145615,0.00020509472,0.00046232913],"category_scores_gemma":[0.0023860312,0.00011743711,0.00008814533,0.0003834632,0.0023953388,0.00021269405,0.00021858196,0.0015626254,0.000016208633],"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":[0.00021345848,0.000058653164,0.00025923582,0.0000139411895,0.0000339757,0.0000021886908,0.0012055453,4.853785e-7,0.0001890607,0.7515381,0.0038472288,0.24263814],"study_design_scores_gemma":[0.0023372797,0.0008771021,0.015820753,0.0002481887,0.00008318112,0.00006147389,0.040391106,0.00052674295,0.0000516627,0.8051499,0.13369451,0.0007580834],"about_ca_topic_score_codex":0.0000620803,"about_ca_topic_score_gemma":0.000019347091,"teacher_disagreement_score":0.24553895,"about_ca_system_score_codex":0.00015181811,"about_ca_system_score_gemma":0.0003480107,"threshold_uncertainty_score":0.8825726},"labels":[],"label_agreement":null},{"id":"W2018219768","doi":"10.4067/s0718-18762012000100005","title":"The Impact of Testimonials on Purchase Intentions in a Mock E-commerce Web Site","year":2012,"lang":"en","type":"article","venue":"Journal of theoretical and applied electronic commerce research","topic":"Digital Marketing and Social Media","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":"Carleton University","funders":"","keywords":"Purchasing; E-commerce; Product (mathematics); Business; Process (computing); Advertising; The Internet; Marketing; Computer science; World Wide Web","score_opus":0.03520705178066807,"score_gpt":0.4104721179543688,"score_spread":0.3752650661737007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018219768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9095353,0.0005582188,0.000007803632,0.006463469,0.00003869053,0.00019480771,0.0000030559768,0.000005360299,0.0831933],"genre_scores_gemma":[0.99844307,0.0011265988,0.000009163997,0.00002857583,0.0002236513,0.000008973302,3.9627398e-7,0.0000101229325,0.00014947246],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99666744,0.000964322,0.00039505213,0.00009430845,0.00089345576,0.0009853931],"domain_scores_gemma":[0.99383473,0.0053828196,0.00012583093,0.0001367919,0.00019265169,0.00032720086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013784041,0.000102142854,0.000278232,0.00017372583,0.0004774721,0.00010527144,0.00038577316,0.000095084324,0.000058820555],"category_scores_gemma":[0.0038178593,0.00006214044,0.00014893999,0.0005673883,0.0018887802,0.000093188115,0.000105496765,0.001148287,0.000007081113],"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":[0.00057665847,0.00044038796,0.004119742,0.0000067325936,0.000040501924,0.000001059355,0.0026786095,0.000004917633,0.0014975873,0.9566049,0.00084880885,0.033180106],"study_design_scores_gemma":[0.0029595054,0.0036311338,0.06078606,0.0004769129,0.00006552013,0.000028962299,0.020669136,0.000280583,0.00057600887,0.89124894,0.018758649,0.0005186108],"about_ca_topic_score_codex":0.00013625623,"about_ca_topic_score_gemma":0.00008188557,"teacher_disagreement_score":0.088907756,"about_ca_system_score_codex":0.00030274058,"about_ca_system_score_gemma":0.0005196299,"threshold_uncertainty_score":0.69592893},"labels":[],"label_agreement":null},{"id":"W2027834713","doi":"10.4067/s0718-18762013000200001","title":"Editorial: Forthcoming Issues","year":2013,"lang":"en","type":"editorial","venue":"Journal of theoretical and applied electronic commerce research","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":"Computer science; Data science","score_opus":0.014404002812481548,"score_gpt":0.29260820726591436,"score_spread":0.2782042044534328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027834713","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014574939,0.00096208684,0.000032728545,0.0016764688,0.9354351,0.0004254289,0.000004588755,0.000032658656,0.046856005],"genre_scores_gemma":[0.060724832,0.0010136155,0.000021862761,0.00010194041,0.9377306,0.000013463417,0.000028312434,0.00006896826,0.0002963918],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996507,0.000009857243,0.00075098686,0.0003135998,0.0013100279,0.0011085379],"domain_scores_gemma":[0.9973325,0.0011603673,0.00043446396,0.00027517532,0.0007194182,0.00007804702],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0041126567,0.0003301142,0.00078372186,0.0004753122,0.00027423026,0.002238709,0.00086431426,0.0006221291,0.0003373787],"category_scores_gemma":[0.0008348994,0.00024705514,0.00018547772,0.00026122716,0.00056317786,0.0013098449,0.0006761264,0.003650419,0.00019712884],"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":[0.00015572231,0.000045725006,0.0000015281514,0.0001093124,0.000054750966,0.0000011298104,0.000006446736,0.0000015634998,0.000014092422,0.4175027,0.57635564,0.0057514184],"study_design_scores_gemma":[0.0003835263,0.00007568559,0.000001024763,0.00006974895,0.000033081204,0.0000017395226,0.00013811236,0.00005062392,0.0000060974453,0.37922642,0.6198412,0.0001726962],"about_ca_topic_score_codex":0.00007169761,"about_ca_topic_score_gemma":0.00001123021,"teacher_disagreement_score":0.046559613,"about_ca_system_score_codex":0.00018322618,"about_ca_system_score_gemma":0.0002574553,"threshold_uncertainty_score":0.99999815},"labels":[],"label_agreement":null},{"id":"W2041273223","doi":"10.4067/s0718-18762010000300002","title":"Bridging the gap between RFID/EPC concepts, technological requirements and supply chain e-business processes.","year":2010,"lang":"en","type":"article","venue":"Journal of theoretical and applied electronic commerce research","topic":"RFID technology advancements","field":"Engineering","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":"Université du Québec à Montréal","funders":"","keywords":"Supply chain; Bridging (networking); Business; Process management; Ambiguity; Business process; Confusion; Computer science; Supply chain management; Electronic business; Internet of Things; Knowledge management; Business model; Marketing; World Wide Web; Work in process; Computer security","score_opus":0.021745332608327242,"score_gpt":0.32516107602507116,"score_spread":0.30341574341674393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041273223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833304,0.0013800804,0.0049619013,0.00866179,0.000040544684,0.0003421203,0.0000038131377,0.00008609819,0.0011932043],"genre_scores_gemma":[0.99784946,0.0016284927,0.00024976186,0.00004661152,0.00015658746,0.000025568179,0.0000017474296,0.000027684193,0.000014111941],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99798,0.00007359117,0.00038622704,0.00020451355,0.0005098452,0.00084582984],"domain_scores_gemma":[0.9987541,0.00059424306,0.000067923975,0.0002672851,0.00018408336,0.00013236156],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002560492,0.00018830222,0.0003354079,0.0002018714,0.00028052033,0.000081860955,0.0006300271,0.00022863847,0.00006383017],"category_scores_gemma":[0.00043653583,0.00012307662,0.000028183033,0.0006625941,0.0024920155,0.000098207485,0.00029403708,0.0031390425,0.0000042673755],"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":[0.00010754587,0.00007389032,0.0027703524,0.00014875863,0.00014253266,0.000011432996,0.000094436924,0.000026725307,0.066165805,0.7536037,0.0005031104,0.17635173],"study_design_scores_gemma":[0.003706805,0.0007835576,0.013809014,0.00029878496,0.00013798237,0.00060404243,0.0007824134,0.0018129448,0.10140107,0.8505951,0.025239691,0.0008285521],"about_ca_topic_score_codex":9.4415026e-7,"about_ca_topic_score_gemma":0.0000029436044,"teacher_disagreement_score":0.17552318,"about_ca_system_score_codex":0.00007707864,"about_ca_system_score_gemma":0.00008482097,"threshold_uncertainty_score":0.99916077},"labels":[],"label_agreement":null},{"id":"W2074916233","doi":"10.4067/s0718-18762014000200006","title":"A Metrics-Driven Approach for Quality Assessment of Linked Open Data","year":2014,"lang":"en","type":"article","venue":"Journal of theoretical and applied electronic commerce research","topic":"Data Quality and Management","field":"Decision 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":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Data quality; Data mining; Quality (philosophy); Consistency (knowledge bases); Set (abstract data type); Completeness (order theory); Cloud computing; Linked data; Metric (unit); Data science; Information retrieval; Semantic Web; Artificial intelligence","score_opus":0.4695965841699453,"score_gpt":0.5772331107280245,"score_spread":0.1076365265580792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074916233","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":[0.021507582,0.00015282391,0.922012,0.010199155,0.000045413082,0.0011374427,0.00008236461,0.000005765145,0.044857495],"genre_scores_gemma":[0.98027617,0.00015293971,0.019067422,0.00021155798,0.000096322765,0.000017840184,0.000027327977,0.000009821806,0.00014062383],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99336714,0.0017958051,0.001280977,0.0004895304,0.002461095,0.0006054304],"domain_scores_gemma":[0.9867474,0.01058436,0.00048818596,0.001358806,0.00058708066,0.00023419796],"candidate_categories":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.09938728,0.00012431425,0.00072611857,0.00040747225,0.00022693664,0.00048958254,0.005953146,0.000084153515,0.000121815014],"category_scores_gemma":[0.0061260406,0.000079375284,0.00009873258,0.0009095216,0.0007928681,0.00033043162,0.004465358,0.0008193135,0.0000026394305],"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":[0.00034592685,0.0003679471,0.000075562966,0.000043186752,0.00007300869,1.470766e-7,0.000054018008,0.000032784264,0.00031754887,0.8934806,0.005847617,0.099361636],"study_design_scores_gemma":[0.0017866541,0.0009527955,0.0013044846,0.00001738906,0.00004512005,0.0000049645087,0.0011772198,0.032828607,0.000121698955,0.89347714,0.06814774,0.00013616409],"about_ca_topic_score_codex":0.000016908027,"about_ca_topic_score_gemma":0.000006055863,"teacher_disagreement_score":0.95876855,"about_ca_system_score_codex":0.00008273184,"about_ca_system_score_gemma":0.00030638682,"threshold_uncertainty_score":0.9994251},"labels":[],"label_agreement":null},{"id":"W2100575992","doi":"10.4067/s0718-18762012000200010","title":"Uncovering the Nature of Information Processing of Men and Women Online: The Comparison of Two Models Using the Think-Aloud Method","year":2012,"lang":"en","type":"article","venue":"Journal of theoretical and applied electronic commerce research","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":32,"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; Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada; HEC Montréal","keywords":"Think aloud protocol; Comprehension; Information processing; Computer science; Product (mathematics); Style (visual arts); Psychology; The Internet; Information processing theory; Cognitive psychology; World Wide Web; Human–computer interaction; Usability","score_opus":0.03686427267267881,"score_gpt":0.4243005967698889,"score_spread":0.38743632409721007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100575992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985507,0.0015135633,0.0012830452,0.0021963622,0.000022140195,0.00019652191,0.0000022438765,0.0000023459559,0.009276761],"genre_scores_gemma":[0.99926513,0.00029344505,0.00026664455,0.00004372328,0.00011910611,0.0000012539873,2.718226e-7,0.0000045592374,0.000005833732],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.997517,0.0007701122,0.0004003254,0.00004768552,0.0008368617,0.00042803265],"domain_scores_gemma":[0.9965322,0.0027279076,0.00031356417,0.00009803484,0.00024532268,0.00008294912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013968799,0.00007014983,0.00025942802,0.00005574235,0.00042865085,0.00006966682,0.00039141043,0.00008331064,0.00000586644],"category_scores_gemma":[0.0006599549,0.000032995384,0.000046091904,0.00035471166,0.0015373451,0.00023273684,0.00014980683,0.0010789615,3.7906418e-8],"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":[0.0002306234,0.00008109262,0.00022653604,0.000064230364,0.00004733653,2.4153254e-8,0.11839124,0.00023442629,0.00060109777,0.8117187,0.000033496213,0.06837119],"study_design_scores_gemma":[0.0005221651,0.00021005525,0.00053505535,0.00016315335,0.00006180384,0.000005925187,0.3542412,0.0104083605,0.0013400204,0.63184595,0.00056716177,0.000099184974],"about_ca_topic_score_codex":0.0000605024,"about_ca_topic_score_gemma":0.00000780926,"teacher_disagreement_score":0.23584995,"about_ca_system_score_codex":0.00008761632,"about_ca_system_score_gemma":0.00027619407,"threshold_uncertainty_score":0.5664412},"labels":[],"label_agreement":null},{"id":"W2117372155","doi":"10.4067/s0718-18762010000100006","title":"Policy-based Data Integration for e-Health Monitoring Processes in a B2B Environment: Experiences from Canada","year":2010,"lang":"en","type":"article","venue":"Journal of theoretical and applied electronic commerce research","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Champlain Local Health Integration Network","keywords":"Computer science; Health data; Process management; Data integration; Data science; Business; Knowledge management; Data mining; Environmental resource management; Health care; Environmental science; Economics; Economic growth","score_opus":0.03788387187747587,"score_gpt":0.3388669290185363,"score_spread":0.30098305714106044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117372155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96889055,0.00044997068,0.0073627196,0.022897303,0.00004923657,0.00017854897,0.0000060470384,0.0000072645726,0.00015836525],"genre_scores_gemma":[0.9981896,0.00016853795,0.0003674177,0.00033347396,0.0008734251,0.000028275948,0.000022382477,0.000013486749,0.000003383367],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983688,0.000021245265,0.00037006388,0.00024016213,0.00050922186,0.0004905366],"domain_scores_gemma":[0.9990261,0.00037955595,0.00017317943,0.00022161874,0.00015796725,0.00004153842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018956261,0.00011798186,0.00026573916,0.00028336913,0.0002346372,0.00020186052,0.000601432,0.000054176762,0.000036781963],"category_scores_gemma":[0.00050038367,0.000088212015,0.000023466077,0.0005085713,0.00021235808,0.00025929752,0.00015532992,0.0007328549,6.836231e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025550378,0.0011815453,0.008823492,0.0015581801,0.0001931939,0.000009753598,0.001706735,0.0014367059,0.0210756,0.5067625,0.0014086759,0.45328856],"study_design_scores_gemma":[0.006377996,0.0003288622,0.0043103397,0.0010674202,0.00020290806,0.000011475674,0.021626104,0.2148962,0.011642171,0.70823133,0.029959446,0.0013457605],"about_ca_topic_score_codex":0.03301913,"about_ca_topic_score_gemma":0.024896933,"teacher_disagreement_score":0.4519428,"about_ca_system_score_codex":0.00009496148,"about_ca_system_score_gemma":0.0012012146,"threshold_uncertainty_score":0.99289614},"labels":[],"label_agreement":null},{"id":"W2122031263","doi":"10.4067/s0718-18762010000200007","title":"The State of the Art in Trust and Reputation Systems: A Framework for Comparison","year":2010,"lang":"en","type":"article","venue":"Journal of theoretical and applied electronic commerce research","topic":"Access Control and Trust","field":"Social Sciences","cited_by":99,"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":"Reputation; State (computer science); Reputation management; Computer science; Business; Knowledge management; Sociology; Social science","score_opus":0.02153782033445967,"score_gpt":0.3890153447249001,"score_spread":0.36747752439044046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122031263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9746232,0.001083156,0.0021684184,0.018206041,0.00009757026,0.0005965043,0.0000018081802,0.000002985231,0.0032203184],"genre_scores_gemma":[0.99921805,0.0004936655,0.000066922024,0.000026564101,0.00010635059,0.000017197619,1.1722176e-7,0.000005015926,0.000066103756],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983727,0.00034563665,0.0003306619,0.00008615778,0.00046428075,0.0004005905],"domain_scores_gemma":[0.9959782,0.0035222452,0.00015055557,0.00010930239,0.00016018242,0.000079519654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006989204,0.00005584267,0.00019557668,0.00005265241,0.0005186452,0.00014353708,0.00033451483,0.00007096595,0.000008051824],"category_scores_gemma":[0.0009278212,0.000028813984,0.000041361902,0.00023160565,0.0015688689,0.00004641606,0.00006798842,0.0011879822,3.7297468e-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":[0.00030574654,0.0000370704,0.0008265396,0.000012500134,0.000015640293,1.5655344e-7,0.0010415493,0.00001225898,0.00023803064,0.9667354,0.000100051046,0.030675022],"study_design_scores_gemma":[0.00050702173,0.00015831538,0.0028793104,0.00004153193,0.0000131204415,0.000004269585,0.0031483595,0.0013738725,0.0001745265,0.9792137,0.012436614,0.000049316557],"about_ca_topic_score_codex":0.000042535867,"about_ca_topic_score_gemma":0.00029371463,"teacher_disagreement_score":0.030625705,"about_ca_system_score_codex":0.000041179555,"about_ca_system_score_gemma":0.00020504223,"threshold_uncertainty_score":0.5780563},"labels":[],"label_agreement":null},{"id":"W2140676391","doi":"10.4067/s0718-18762012000200005","title":"Augmented Focus Groups: On Leveraging the Peculiarities of Online Virtual Worlds when Conducting In-World Focus Groups","year":2012,"lang":"en","type":"article","venue":"Journal of theoretical and applied electronic commerce research","topic":"Focus Groups and Qualitative Methods","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 Prince Edward Island","funders":"","keywords":"Focus (optics); Focus group; Metaverse; Computer science; World Wide Web; Virtual world; Internet privacy; Human–computer interaction; Sociology; Virtual reality; Anthropology","score_opus":0.12343981726754345,"score_gpt":0.43690455693188274,"score_spread":0.3134647396643393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140676391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9483057,0.002867608,0.0017626688,0.027275207,0.00011738179,0.00037393687,0.000004579927,0.000010942914,0.019281922],"genre_scores_gemma":[0.9981673,0.00042964902,0.00042761987,0.0001566464,0.0005567977,0.000010350339,8.328948e-7,0.00001891695,0.00023188714],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99374455,0.0030420504,0.00064949796,0.00018383194,0.0011892123,0.001190834],"domain_scores_gemma":[0.992653,0.006504485,0.00021862186,0.00018212071,0.00019871413,0.00024302478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021642352,0.000174837,0.0004765283,0.000377673,0.0005741858,0.000085906555,0.00055353285,0.000091448215,0.00025956886],"category_scores_gemma":[0.0009164096,0.00011334816,0.00012724058,0.0007539884,0.0025088943,0.00016751418,0.00019530927,0.0021598958,0.000002456473],"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":[0.00042805984,0.00032173115,0.00043230355,0.000014127267,0.00005434961,0.0000015976282,0.018352557,0.0000041546673,0.00096156995,0.9267078,0.0002359456,0.052485812],"study_design_scores_gemma":[0.0015753753,0.0010182926,0.0016588963,0.00023118226,0.000045580666,0.000013309256,0.10397633,0.000083968436,0.003547492,0.8777844,0.009785631,0.00027956383],"about_ca_topic_score_codex":0.00026194056,"about_ca_topic_score_gemma":0.00046390417,"teacher_disagreement_score":0.08562378,"about_ca_system_score_codex":0.0003389601,"about_ca_system_score_gemma":0.0002195466,"threshold_uncertainty_score":0.9383792},"labels":[],"label_agreement":null},{"id":"W2147526451","doi":"10.4067/s0718-18762009000200002","title":"An Evaluation Framework for Business Process Modeling Languages in Healthcare","year":2009,"lang":"en","type":"article","venue":"Journal of theoretical and applied electronic commerce research","topic":"Business Process Modeling and Analysis","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 Ottawa","funders":"","keywords":"Business process modeling; Process (computing); Health care; Business Process Model and Notation; Process management; Computer science; Business process; Process modeling; Artifact-centric business process model; Business process management; Knowledge management; Business; Programming language; Marketing; Work in process; Political science","score_opus":0.04559005118927985,"score_gpt":0.4071700740997096,"score_spread":0.3615800229104298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147526451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87967014,0.0014203859,0.08775139,0.030315958,0.000021923639,0.0003765545,6.200044e-7,0.000020850204,0.0004221868],"genre_scores_gemma":[0.99791795,0.00016871754,0.00041320067,0.0007726042,0.00067706587,0.000022441454,0.000008970151,0.000017605926,0.0000014558674],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979578,0.000052326835,0.00042504087,0.00024313843,0.00072436227,0.0005973257],"domain_scores_gemma":[0.9981042,0.0001605476,0.00014033394,0.00015911633,0.0013963411,0.00003947109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005239323,0.00014184175,0.00033871786,0.00052850595,0.00022960606,0.00025443183,0.00035000153,0.00012565998,0.000023000604],"category_scores_gemma":[0.00046044265,0.000110394234,0.000053563923,0.0011035042,0.00010364338,0.00039222758,0.000032546533,0.00079002033,0.0000013905476],"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":[0.00048359897,0.00021152089,0.00016762807,0.0001930125,0.000013396718,0.0000011109328,0.00008400953,0.015040612,0.00029913965,0.87720996,0.000012189557,0.1062838],"study_design_scores_gemma":[0.00047669915,0.000055922854,0.00021967432,0.00012156162,0.000038307026,0.000002965937,0.0005857449,0.31749448,0.0000338682,0.6808474,0.000023629593,0.00009973036],"about_ca_topic_score_codex":0.000035865094,"about_ca_topic_score_gemma":0.000014156806,"teacher_disagreement_score":0.30245388,"about_ca_system_score_codex":0.00008028868,"about_ca_system_score_gemma":0.00018165889,"threshold_uncertainty_score":0.45017463},"labels":[],"label_agreement":null},{"id":"W2166993965","doi":"10.4067/s0718-18762015000100007","title":"The Effect of E-Supply Chain Management Systems in the North American Electronic Manufacturing Services Industry","year":2014,"lang":"en","type":"article","venue":"Journal of theoretical and applied electronic commerce research","topic":"Business Strategies and Innovation","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":"Concordia University","funders":"Strong","keywords":"Business; Supply chain; Supply chain management; Manufacturing; Commerce; Electronic business; Industrial organization; Marketing; Operations management; Economics; Business model","score_opus":0.008055923380391643,"score_gpt":0.26057924994673426,"score_spread":0.25252332656634263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166993965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98901063,0.00027801067,0.00008543878,0.0044955276,0.00003353172,0.0003718032,2.2044789e-7,0.0000059257677,0.0057188855],"genre_scores_gemma":[0.9990106,0.00034217225,0.0000022372108,0.0001974383,0.00039167987,0.000028305898,0.0000023816879,0.000014516169,0.000010644075],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99778175,0.0001923915,0.00045752083,0.00015339775,0.0006668325,0.00074808084],"domain_scores_gemma":[0.99868464,0.00064984657,0.0003081104,0.0002398823,0.0001014031,0.000016120897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065899407,0.0001576021,0.0003109711,0.00025444396,0.0003085889,0.00035682207,0.0007250539,0.000061004466,0.000008750196],"category_scores_gemma":[0.00003081247,0.000079771744,0.00005293941,0.000888945,0.0004842676,0.0001586598,0.00019084434,0.0015598054,0.0000030388358],"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":[0.00043882607,0.000037005266,0.0036538558,0.00034442445,0.00004965946,0.0000015267484,0.000027191389,0.00020136012,0.000072975534,0.9448561,0.00012901018,0.05018805],"study_design_scores_gemma":[0.008511076,0.004001553,0.44818038,0.001071491,0.00046762894,0.00013807847,0.016425103,0.026152335,0.0016196544,0.3114979,0.18061161,0.0013231908],"about_ca_topic_score_codex":0.00013656054,"about_ca_topic_score_gemma":0.00008803522,"teacher_disagreement_score":0.6333582,"about_ca_system_score_codex":0.00007072589,"about_ca_system_score_gemma":0.000024235937,"threshold_uncertainty_score":0.6776665},"labels":[],"label_agreement":null},{"id":"W2167669042","doi":"10.3390/jtaer3010010","title":"Enhancing Information Flow in a Retail Supply Chain Using RFID and the EPC Network: A Proof-of-Concept Approach","year":2008,"lang":"en","type":"article","venue":"Journal of theoretical and applied electronic commerce research","topic":"RFID technology advancements","field":"Engineering","cited_by":66,"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; Polytechnique Montréal","funders":"","keywords":"Supply chain; Radio-frequency identification; Information flow; Product (mathematics); Supply chain management; Synchronization (alternating current); Business; Information technology; Process (computing); Computer science; Process management; Telecommunications; Marketing; Computer security; Channel (broadcasting)","score_opus":0.016034016740513395,"score_gpt":0.2634179399365565,"score_spread":0.2473839231960431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167669042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9250347,0.0029881904,0.06945293,0.00064430333,0.000021317766,0.0005099223,9.956568e-7,0.00001605581,0.0013315892],"genre_scores_gemma":[0.9968575,0.0006566228,0.002385748,0.000024687106,0.00004379804,0.000015686355,0.0000010773064,0.0000115008725,0.000003361925],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983711,0.00014080496,0.0004825473,0.00008422028,0.00034152664,0.00057979074],"domain_scores_gemma":[0.99928325,0.0003684007,0.00007714866,0.00014309,0.00006749842,0.00006063782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026644869,0.00011491413,0.00032891557,0.0001930684,0.00013936531,0.00001944754,0.00023235251,0.00010766327,0.000014064897],"category_scores_gemma":[0.000107148735,0.000079312944,0.00003528349,0.00043898798,0.0011275434,0.00014575767,0.00012071651,0.001371324,2.9188806e-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":[0.0012494583,0.00010050873,0.0003770066,0.00020662701,0.00016293155,0.0000066521447,0.003502569,0.06837092,0.002638291,0.80969244,0.00011693414,0.11357565],"study_design_scores_gemma":[0.008008089,0.00055287464,0.00047918674,0.00031571175,0.00005050426,0.00079268886,0.001646393,0.7072781,0.03737611,0.24195628,0.0011440999,0.00040000735],"about_ca_topic_score_codex":0.0000024341534,"about_ca_topic_score_gemma":0.0000021947856,"teacher_disagreement_score":0.63890713,"about_ca_system_score_codex":0.00013359738,"about_ca_system_score_gemma":0.00007332651,"threshold_uncertainty_score":0.59577966},"labels":[],"label_agreement":null},{"id":"W2295145655","doi":"10.4067/s0718-18762016000100002","title":"A Multi-Attribute Auction Mechanism based on Conditional Constraints and Conditional Qualitative Preferences","year":2015,"lang":"en","type":"article","venue":"Journal of theoretical and applied electronic commerce research","topic":"Auction Theory and Applications","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":"University of Regina","funders":"","keywords":"Computer science; Mechanism (biology); Vickrey–Clarke–Groves auction; Microeconomics; Common value auction; Auction theory; Economics","score_opus":0.24686919476161026,"score_gpt":0.49845786542865395,"score_spread":0.2515886706670437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2295145655","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":[0.4460853,0.00014544974,0.5283407,0.021568405,0.00008068218,0.0005476471,0.00015286604,0.000022573515,0.0030563558],"genre_scores_gemma":[0.99866146,0.000026662992,0.00077062036,0.00028604307,0.00010273811,0.000028523007,0.000015872125,0.0000074640398,0.00010063326],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99566936,0.0012625277,0.0005871144,0.00031486008,0.001762642,0.0004035007],"domain_scores_gemma":[0.9925591,0.005782149,0.00024308334,0.00017707441,0.0008360934,0.00040255018],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01463999,0.00014083897,0.00031687322,0.00036870738,0.0003996858,0.00017396625,0.00035577323,0.000109075634,0.0006762274],"category_scores_gemma":[0.0018159101,0.00009664669,0.0000696895,0.00045355334,0.0027478999,0.00013674336,0.00009083659,0.00095511804,0.000048077072],"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":[0.00037232763,0.00019742058,0.00002221689,0.000002925504,0.000027034275,0.0000013558773,0.00054775464,0.00013911504,0.0006931466,0.9942297,0.0011855141,0.0025814911],"study_design_scores_gemma":[0.0014251816,0.0007218257,0.0004456655,0.000015511367,0.000013702997,0.00008172723,0.008520482,0.002287384,0.0015220429,0.9836873,0.001170582,0.00010861654],"about_ca_topic_score_codex":0.0000010869197,"about_ca_topic_score_gemma":0.0000012259554,"teacher_disagreement_score":0.5525761,"about_ca_system_score_codex":0.00011505695,"about_ca_system_score_gemma":0.0004414321,"threshold_uncertainty_score":0.999966},"labels":[],"label_agreement":null},{"id":"W2956043560","doi":"10.4067/s0718-18762020000100107","title":"Detection of Auction Fraud in Commercial Sites","year":2019,"lang":"en","type":"article","venue":"Journal of theoretical and applied electronic commerce research","topic":"Auction Theory and Applications","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 Regina","funders":"","keywords":"Bidding; Commit; Computer science; Common value auction; Classifier (UML); Cluster analysis; Sampling (signal processing); Artificial intelligence; Data mining; Microeconomics; Database; Detector; Economics","score_opus":0.059928165667966035,"score_gpt":0.4167548032419043,"score_spread":0.35682663757393823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2956043560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877189,0.00016602887,0.0052348464,0.0023253881,0.00004477328,0.00020283689,0.0000012642055,0.0000039988927,0.0043019834],"genre_scores_gemma":[0.99955446,0.00012260047,0.000044401688,0.000047369245,0.000095404925,0.0000059335566,4.5461948e-7,0.000007431814,0.00012195741],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9970615,0.00053621514,0.00074364623,0.00020834728,0.0010774293,0.0003728817],"domain_scores_gemma":[0.99640447,0.002645165,0.00024538854,0.00027657824,0.0003205206,0.00010788111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010492386,0.0000908618,0.00034847137,0.0005392141,0.00012761459,0.000059129874,0.00047990287,0.00010662365,0.0006499209],"category_scores_gemma":[0.0005711645,0.00006457221,0.000091903355,0.0011192501,0.00061946514,0.00012450767,0.00013255219,0.0010630358,0.00006178473],"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":[0.000637836,0.00015109769,0.0011882914,0.000007564794,0.000012730764,3.4401558e-7,0.00020999271,0.000099384895,0.06366517,0.858297,0.00013159594,0.075598985],"study_design_scores_gemma":[0.0007442488,0.00054066704,0.009884788,0.000018473376,0.000008019285,0.000039856248,0.0014379416,0.00058248406,0.030457355,0.9514528,0.0047451397,0.000088213106],"about_ca_topic_score_codex":0.0000042887627,"about_ca_topic_score_gemma":0.0000102845825,"teacher_disagreement_score":0.0931558,"about_ca_system_score_codex":0.00008994257,"about_ca_system_score_gemma":0.000098410244,"threshold_uncertainty_score":0.71161777},"labels":[],"label_agreement":null},{"id":"W3004458683","doi":"10.5555/1365656.1365666","title":"Enhancing information flow in a retail supply chain using RFID and the EPC network","year":2008,"lang":"en","type":"article","venue":"Journal of theoretical and applied electronic commerce research","topic":"RFID technology advancements","field":"Engineering","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":"Université de Sherbrooke; Polytechnique Montréal","funders":"","keywords":"Supply chain; Radio-frequency identification; Information flow; Business; Product (mathematics); Supply chain management; Synchronization (alternating current); Information technology; Process management; Process (computing); Marketing; Telecommunications; Computer science; Computer security; Channel (broadcasting)","score_opus":0.012146676672185497,"score_gpt":0.26408082463323646,"score_spread":0.25193414796105096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004458683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830362,0.0019670592,0.012349622,0.0013905461,0.00002673425,0.00023971139,4.8449004e-7,0.0000180695,0.0009715255],"genre_scores_gemma":[0.99584764,0.0030896175,0.00092060416,0.000059091046,0.000059089518,0.000008698771,5.830019e-7,0.000010536699,0.000004120843],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985454,0.00011821125,0.00038106815,0.00007007129,0.00029984518,0.0005853945],"domain_scores_gemma":[0.999248,0.00046588917,0.000046391466,0.00012486626,0.000049822986,0.00006498884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027203404,0.000101900136,0.0002503517,0.00017435593,0.00018934545,0.000028303175,0.0001970048,0.000093276016,0.00002796316],"category_scores_gemma":[0.000109673696,0.000070688075,0.000027446527,0.00037340942,0.00079550693,0.00014206192,0.00010809475,0.0014409848,0.0000019221607],"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":[0.00095625257,0.000033397406,0.0007064556,0.00007692284,0.00009924628,0.000013314945,0.0011808443,0.018845525,0.0036096785,0.91769826,0.00021625782,0.05656387],"study_design_scores_gemma":[0.009239033,0.00048403878,0.0023173913,0.0003560161,0.00004732124,0.0012588024,0.0011623931,0.36889067,0.0098587135,0.59972036,0.006179384,0.0004858579],"about_ca_topic_score_codex":0.0000023069213,"about_ca_topic_score_gemma":0.0000060827565,"teacher_disagreement_score":0.35004514,"about_ca_system_score_codex":0.00016162614,"about_ca_system_score_gemma":0.00005197911,"threshold_uncertainty_score":0.6260442},"labels":[],"label_agreement":null},{"id":"W3129025901","doi":"10.3390/jtaer16040047","title":"What Deters Online Grocery Shopping? Investigating the Effect of Arithmetic Complexity and Product Type on User Satisfaction","year":2021,"lang":"en","type":"article","venue":"Journal of theoretical and applied electronic commerce research","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Concordia University","funders":"","keywords":"Context (archaeology); Product (mathematics); Grocery shopping; Task (project management); Cognition; Product type; Computer science; Advertising; User satisfaction; Psychology; Human–computer interaction; Business; Engineering; Mathematics","score_opus":0.11922612479038566,"score_gpt":0.4318636102484889,"score_spread":0.3126374854581032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129025901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9828608,0.0007693717,0.00009264672,0.015984643,0.00006972584,0.00014371875,0.0000011228675,0.000006607761,0.00007136451],"genre_scores_gemma":[0.998986,0.0005635121,0.0001679983,0.00019372717,0.000050729777,0.0000021945539,7.554804e-7,0.000007947099,0.000027122504],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99701464,0.0008788483,0.00048035232,0.00025303764,0.0010255884,0.00034755564],"domain_scores_gemma":[0.99549437,0.0035502887,0.00017520762,0.0003114381,0.00034995275,0.0001187297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006657855,0.000115059884,0.00035106635,0.0002175199,0.00025177305,0.00019427748,0.00033030528,0.00008535541,0.00007525873],"category_scores_gemma":[0.0027044762,0.00006276272,0.00006154589,0.0007383174,0.001712035,0.000115986084,0.00023657856,0.0014982072,0.000003072436],"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":[0.0012733972,0.00017043295,0.06687323,0.000049655,0.00009518547,0.0000119359765,0.0003412616,0.00003418376,0.03801259,0.6028467,0.0006841972,0.28960723],"study_design_scores_gemma":[0.0024230357,0.0052902508,0.370672,0.00034877108,0.00012392603,0.00072330475,0.004838792,0.0009821905,0.056403432,0.5563749,0.00150512,0.0003143165],"about_ca_topic_score_codex":0.0000029370144,"about_ca_topic_score_gemma":0.000018745903,"teacher_disagreement_score":0.30379874,"about_ca_system_score_codex":0.00005410967,"about_ca_system_score_gemma":0.00012429009,"threshold_uncertainty_score":0.65090483},"labels":[],"label_agreement":null},{"id":"W3134881769","doi":"10.3390/jtaer16040054","title":"Sustainable Circular Business Model for Transparency and Uncertainty Reduction in Supply Chain Management","year":2021,"lang":"en","type":"article","venue":"Journal of theoretical and applied electronic commerce research","topic":"Sustainable Supply Chain Management","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":"Seneca Polytechnic","funders":"","keywords":"Circular economy; Supply chain; Transparency (behavior); Sustainable business; Sustainability; Supply chain management; Business; Business model; Openness to experience; Value proposition; Industrial organization; Sustainable development; Value chain; Environmental economics; Process management; Computer science; Economics; Marketing","score_opus":0.017668863217747233,"score_gpt":0.28038137434741395,"score_spread":0.2627125111296667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134881769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87119305,0.003442675,0.0553231,0.053480092,0.0001081717,0.0028891864,0.0000030134343,0.000046784848,0.013513932],"genre_scores_gemma":[0.9973741,0.0010421622,0.0003027796,0.00026456115,0.00024066298,0.0000974591,0.00001159484,0.00003197835,0.00063467317],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9973889,0.00006767813,0.0004885586,0.0003785305,0.0005683729,0.0011079361],"domain_scores_gemma":[0.9987581,0.00017065837,0.00011401038,0.00022825027,0.0006791206,0.000049866743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043322477,0.00019859674,0.0003789784,0.00068560266,0.0002980284,0.00031574263,0.0002958908,0.00008951433,0.00006187947],"category_scores_gemma":[0.0001578812,0.0001792875,0.000071199385,0.001222331,0.0003480781,0.00031857294,0.00033894263,0.0006019424,0.0000011990106],"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":[0.000551039,0.00021463879,0.00010900348,0.0015033082,0.00006732648,0.00006725589,0.00016139663,0.0058916695,0.00036287014,0.9787828,0.00070352445,0.011585176],"study_design_scores_gemma":[0.0027154456,0.000060313625,0.0007585463,0.00011694756,0.00010239868,0.000034746794,0.01379602,0.06571604,0.000083395535,0.90551734,0.010828491,0.00027033623],"about_ca_topic_score_codex":0.000042702803,"about_ca_topic_score_gemma":0.000013853146,"teacher_disagreement_score":0.12618108,"about_ca_system_score_codex":0.000329927,"about_ca_system_score_gemma":0.00016261947,"threshold_uncertainty_score":0.7311132},"labels":[],"label_agreement":null},{"id":"W3212355769","doi":"10.3390/jtaer16070167","title":"Influence of Online Reviews on Student Satisfaction Seen through a Service Quality Model","year":2021,"lang":"en","type":"article","venue":"Journal of theoretical and applied electronic commerce research","topic":"Customer Service Quality and Loyalty","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":"Laurentian University; Brandon University","funders":"","keywords":"Customer satisfaction; Service quality; Word of mouth; Sample (material); Social media; Psychology; Quality (philosophy); Marketing; Service (business); Order (exchange); Business; Advertising; Computer science; World Wide Web","score_opus":0.07549937064568678,"score_gpt":0.4051099348695521,"score_spread":0.3296105642238653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212355769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837267,0.0006670748,0.00024946843,0.012324526,0.0000152183975,0.00019532231,0.0000028246143,0.0000080186,0.00281084],"genre_scores_gemma":[0.9939982,0.0013813175,0.00012315194,0.004217676,0.00023095189,0.0000059869803,0.0000054931934,0.000013442521,0.000023747765],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974567,0.0002158576,0.0007703196,0.00022440248,0.0008767688,0.00045593607],"domain_scores_gemma":[0.9982484,0.00042293058,0.00033578617,0.00030119612,0.0006524991,0.00003916159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043627974,0.00015386641,0.0005223644,0.00012442617,0.00016901744,0.000096114316,0.0003364648,0.00009019601,0.00011333218],"category_scores_gemma":[0.0002290155,0.00011755818,0.00010506584,0.00075272267,0.00020025017,0.00027249646,0.00031594984,0.001143745,0.000020700274],"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":[0.0004362164,0.00052377617,0.0010699308,0.0005962252,0.00005724673,0.000002420514,0.00028935054,0.002186221,0.005288422,0.980519,0.00025643568,0.008774773],"study_design_scores_gemma":[0.003239187,0.00033693248,0.12147581,0.0009313601,0.00023647593,0.000033668886,0.003514807,0.004431876,0.002008385,0.8411463,0.022028895,0.00061630836],"about_ca_topic_score_codex":0.00015591687,"about_ca_topic_score_gemma":0.00022080603,"teacher_disagreement_score":0.13937269,"about_ca_system_score_codex":0.00008905905,"about_ca_system_score_gemma":0.00015444476,"threshold_uncertainty_score":0.49690667},"labels":[],"label_agreement":null},{"id":"W3215304634","doi":"10.3390/jtaer16070173","title":"The Dual-Channel Retailer’s Channel Synergy Strategy Decision","year":2021,"lang":"en","type":"article","venue":"Journal of theoretical and applied electronic commerce research","topic":"Supply Chain and Inventory Management","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":"Wilfrid Laurier University","funders":"National Natural Science Foundation of China","keywords":"Stackelberg competition; Dual (grammatical number); Channel (broadcasting); Product (mathematics); Computer science; Business; Industrial organization; Microeconomics; Economics; Telecommunications","score_opus":0.03151615133819694,"score_gpt":0.2981146104231081,"score_spread":0.26659845908491114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215304634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61827236,0.01325773,0.0063448204,0.0904572,0.0010389811,0.0010894045,0.0000029177922,0.000096519354,0.26944005],"genre_scores_gemma":[0.9955943,0.0019822845,0.000012284841,0.0008691798,0.0009787461,0.000013437302,0.000003301099,0.00002642348,0.0005200378],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9972509,0.000106027925,0.00049413374,0.00026022532,0.0009853811,0.00090333924],"domain_scores_gemma":[0.9982262,0.00077948475,0.00015624077,0.00031973686,0.00045108347,0.00006721048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044852537,0.00018075398,0.0002957552,0.00021766084,0.0007143224,0.0006573201,0.00044742576,0.000089718844,0.00038225378],"category_scores_gemma":[0.00033670082,0.000115410345,0.00013380825,0.0006201339,0.0005592441,0.00021252333,0.00062030973,0.0010556517,0.000048364516],"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":[0.00035195137,0.000119257464,0.000008227023,0.00004325362,0.00007507869,0.000037632308,0.000023655726,0.000102376835,0.00044886902,0.95861053,0.014926093,0.02525308],"study_design_scores_gemma":[0.0009670284,0.0001325492,0.00022338044,0.00007654678,0.000046292564,0.000056558634,0.002160034,0.0035284394,0.00050952676,0.8046722,0.18743606,0.00019142925],"about_ca_topic_score_codex":0.000009230889,"about_ca_topic_score_gemma":0.000019198338,"teacher_disagreement_score":0.37732193,"about_ca_system_score_codex":0.0001004527,"about_ca_system_score_gemma":0.00012109106,"threshold_uncertainty_score":0.6338553},"labels":[],"label_agreement":null},{"id":"W4318486188","doi":"10.3390/jtaer18010013","title":"Explore the Feeling of Presence and Purchase Intention in Livestream Shopping: A Flow-Based Model","year":2023,"lang":"en","type":"article","venue":"Journal of theoretical and applied electronic commerce research","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","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":"University of Windsor","funders":"","keywords":"Feeling; Affect (linguistics); Social commerce; Psychology; Empirical research; Advertising; Exploratory research; Mechanism (biology); Consumer behaviour; Social psychology; Business; Social media; Computer science; Sociology","score_opus":0.07977493835698889,"score_gpt":0.34084096809567394,"score_spread":0.26106602973868503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318486188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913996,0.00051963475,0.0005822135,0.0067855557,0.0000151188815,0.00022700176,5.381409e-7,0.000011155935,0.00045920708],"genre_scores_gemma":[0.99938834,0.0004480947,0.00003646122,0.00003978736,0.000037271064,0.00002195078,0.0000013058514,0.000012864313,0.000013907698],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984986,0.00005398716,0.0003492934,0.00015765766,0.00047858074,0.00046184997],"domain_scores_gemma":[0.9989578,0.00058240525,0.00010745708,0.0001447199,0.00018287607,0.000024728868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030188246,0.000111651796,0.00024997126,0.00042426525,0.000176904,0.00010192716,0.0002772189,0.000045237422,0.000017624916],"category_scores_gemma":[0.00035188836,0.00007354841,0.0000573638,0.00070341927,0.00073399046,0.00012884656,0.00039817227,0.0007471801,0.0000031319746],"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":[0.0013779412,0.00035692015,0.030067375,0.00045224218,0.000091695365,0.00001953468,0.0009105013,0.0018450294,0.011386729,0.7702254,0.00029483958,0.18297176],"study_design_scores_gemma":[0.002845992,0.0002407275,0.016666781,0.00067275285,0.00016148885,0.000016826403,0.0097887,0.786912,0.0004524679,0.18117306,0.00071958336,0.00034958692],"about_ca_topic_score_codex":0.000021569242,"about_ca_topic_score_gemma":0.000041599993,"teacher_disagreement_score":0.785067,"about_ca_system_score_codex":0.00003580068,"about_ca_system_score_gemma":0.00006298064,"threshold_uncertainty_score":0.3246167},"labels":[],"label_agreement":null},{"id":"W4319594507","doi":"10.3390/jtaer18010016","title":"Exploring the Gamification Affordances in Online Shopping with the Heterogeneity Examination through REBUS-PLS","year":2023,"lang":"en","type":"article","venue":"Journal of theoretical and applied electronic commerce research","topic":"Educational Games and Gamification","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":"McGill University","funders":"","keywords":"Affordance; Novelty; Perspective (graphical); Computer science; Robustness (evolution); Sample (material); Human–computer interaction; Psychology; Social psychology; Artificial intelligence","score_opus":0.1548082315973542,"score_gpt":0.41396508877715477,"score_spread":0.2591568571798005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319594507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.958909,0.0005045368,0.0008647661,0.03774896,0.00004812518,0.0002586848,0.0000012436822,0.000009350476,0.0016553367],"genre_scores_gemma":[0.997805,0.0015775735,0.000042937274,0.00014684974,0.00020874153,0.0000952259,0.00000719333,0.000012918406,0.0001035432],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99804646,0.00054114335,0.00029717843,0.00018091517,0.0004811824,0.00045310502],"domain_scores_gemma":[0.99786,0.0015984297,0.0001150359,0.00024760322,0.00013481136,0.000044076005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004853099,0.00009389213,0.000145754,0.00013870077,0.00024121451,0.000060374816,0.00037109628,0.000039238195,0.0000407991],"category_scores_gemma":[0.00008146492,0.000048142167,0.000035564684,0.0008935921,0.0005633282,0.00010113921,0.000057314217,0.0009169111,0.000011110812],"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":[0.00019917754,0.00013293937,0.0003220684,0.0000110037245,0.000037023994,0.0000014739579,0.0038845865,0.00007773194,0.0011326799,0.91876525,0.00027606543,0.075160004],"study_design_scores_gemma":[0.0014857957,0.001001834,0.73304856,0.00016277045,0.00005739132,0.00016507698,0.07404439,0.000707167,0.0015882787,0.1646023,0.02283225,0.0003041699],"about_ca_topic_score_codex":0.000010655698,"about_ca_topic_score_gemma":0.000049189268,"teacher_disagreement_score":0.75416297,"about_ca_system_score_codex":0.00010433794,"about_ca_system_score_gemma":0.00008310837,"threshold_uncertainty_score":0.39835733},"labels":[],"label_agreement":null},{"id":"W4383535770","doi":"10.3390/jtaer18030061","title":"How Streamers Foster Consumer Stickiness in Live Streaming Sales","year":2023,"lang":"en","type":"article","venue":"Journal of theoretical and applied electronic commerce research","topic":"Digital Marketing and Social Media","field":"Social 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","funders":"Humanities and Social Science Fund of Ministry of Education of China","keywords":"Identification (biology); Business; Advertising; Marketing; Consumer behaviour; Live streaming; Computer science; Multimedia","score_opus":0.035194619490868585,"score_gpt":0.3601768770069496,"score_spread":0.324982257516081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383535770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96163595,0.00034288713,0.00001212383,0.017332269,0.000059987666,0.00017201775,0.0000018433211,0.000019152032,0.020423783],"genre_scores_gemma":[0.9974718,0.001886113,0.000012929371,0.0000523566,0.00020398958,0.000007830468,0.0000016061716,0.000013128507,0.00035026477],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.997243,0.0006075578,0.000239223,0.00015843779,0.00082688616,0.0009249101],"domain_scores_gemma":[0.99567425,0.00376883,0.00007156351,0.00008774042,0.00015856809,0.00023905902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005843903,0.00010143148,0.00027747935,0.0002800032,0.00029530926,0.00026432984,0.0003118521,0.00011147571,0.000041384053],"category_scores_gemma":[0.0018920057,0.000082035804,0.00006152488,0.00074140175,0.0017999795,0.00011038357,0.00012922018,0.0009330005,0.000014569955],"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":[0.0002519866,0.00009527961,0.0021963473,0.000029491212,0.000038921087,0.000026579874,0.006549721,0.000001952015,0.0003154199,0.83901143,0.0011099132,0.15037294],"study_design_scores_gemma":[0.0021569077,0.0006851102,0.009998462,0.00043214078,0.000050120794,0.000015651895,0.21468705,0.00013636526,0.00026029118,0.733486,0.03758017,0.00051170413],"about_ca_topic_score_codex":0.000041771935,"about_ca_topic_score_gemma":0.00018017016,"teacher_disagreement_score":0.20813733,"about_ca_system_score_codex":0.00017341465,"about_ca_system_score_gemma":0.00036584891,"threshold_uncertainty_score":0.6632099},"labels":[],"label_agreement":null},{"id":"W4387264498","doi":"10.3390/jtaer18040088","title":"Influencer Engagement on Social Media: A Conceptual Model, the Development and Validation of a Measurement Scale","year":2023,"lang":"en","type":"article","venue":"Journal of theoretical and applied electronic commerce research","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":13,"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":"Université Laval","keywords":"Influencer marketing; Social media; Scale (ratio); Customer engagement; Brand engagement; Psychology; Structural equation modeling; Employee engagement; Knowledge management; Computer science; Public relations; Marketing; World Wide Web; Business; Relationship marketing; Marketing management; Political science","score_opus":0.12706431888130162,"score_gpt":0.3836202973232039,"score_spread":0.25655597844190225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387264498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98054004,0.0000903424,0.000040242256,0.0066666426,0.00002687533,0.00017374216,9.615178e-7,0.000008807537,0.012452351],"genre_scores_gemma":[0.9994333,0.00030242832,0.00002628879,0.000051004554,0.00014171471,0.000015070076,5.2259924e-7,0.0000064772958,0.000023205117],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9968262,0.0006520996,0.00030032077,0.000110411806,0.0016528209,0.00045818777],"domain_scores_gemma":[0.9976904,0.0017839795,0.00009013055,0.00005535495,0.0002595901,0.00012055925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016320534,0.00007453019,0.00018692148,0.00010551704,0.00071025133,0.00007187134,0.00022911337,0.00006798139,0.000019435225],"category_scores_gemma":[0.0012078423,0.00004962642,0.00003855428,0.00035401538,0.0019367378,0.000041957843,0.00011491934,0.0006167255,0.0000027409633],"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":[0.0002165359,0.00006860393,0.000048559978,0.000013799795,0.000036996156,4.6216232e-7,0.052665252,0.000018779829,0.0005722963,0.8861503,0.0006149348,0.0595935],"study_design_scores_gemma":[0.0022054994,0.0006212642,0.005214204,0.00028227989,0.000082331244,0.0000022709933,0.17998044,0.0003226554,0.00802954,0.784403,0.018453369,0.00040310743],"about_ca_topic_score_codex":0.0000041038797,"about_ca_topic_score_gemma":0.000023433504,"teacher_disagreement_score":0.1273152,"about_ca_system_score_codex":0.00018573712,"about_ca_system_score_gemma":0.0005652605,"threshold_uncertainty_score":0.7135991},"labels":[],"label_agreement":null},{"id":"W4407236111","doi":"10.3390/jtaer20010023","title":"A Decision Framework for Supplier Selection in Digital Supply Chains of E-Commerce Platforms Using Interval-Valued Intuitionistic Fuzzy VIKOR Methodology","year":2025,"lang":"en","type":"article","venue":"Journal of theoretical and applied electronic commerce research","topic":"Multi-Criteria Decision Making","field":"Decision 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":"Cape Breton University","funders":"","keywords":"Supply chain; Computer science; Selection (genetic algorithm); Fuzzy logic; Interval (graph theory); VIKOR method; Supplier evaluation; Operations research; E-commerce; Supply chain management; Business; Artificial intelligence; Mathematics; Marketing","score_opus":0.18481446386015357,"score_gpt":0.5080819719219684,"score_spread":0.3232675080618148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407236111","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":[0.44672453,0.00015169203,0.55163187,0.0005879259,0.00008319055,0.00036937,0.000008565048,0.000004838294,0.00043800718],"genre_scores_gemma":[0.9441403,0.00007194389,0.055445757,0.00013963148,0.00010055656,0.00002153071,0.0000022786621,0.000023422755,0.000054565015],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99418503,0.00052026846,0.0020313554,0.0005612376,0.0017133087,0.0009887978],"domain_scores_gemma":[0.96815276,0.029840391,0.00045051606,0.00039247517,0.0009635252,0.00020031513],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.021691173,0.00025841524,0.0011056425,0.001954426,0.00031618148,0.00043407924,0.0012215473,0.00033833893,0.0001971762],"category_scores_gemma":[0.017295595,0.00018181538,0.00028019113,0.0021456247,0.0010048216,0.0002698048,0.00061885075,0.001820493,0.000004387329],"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":[0.004064417,0.00026210837,0.0005100758,0.000033054213,0.00005314969,0.0000019409156,0.00029943525,0.00025967247,0.0057378,0.8739629,0.0002779721,0.11453749],"study_design_scores_gemma":[0.0016821872,0.00061726215,0.0012613387,0.00030075756,0.000029414954,0.000081816725,0.0013596499,0.028797276,0.0016772466,0.96358037,0.00045655484,0.00015613023],"about_ca_topic_score_codex":0.0000075490893,"about_ca_topic_score_gemma":0.000010634498,"teacher_disagreement_score":0.49741578,"about_ca_system_score_codex":0.00043882197,"about_ca_system_score_gemma":0.00047226134,"threshold_uncertainty_score":0.9909821},"labels":[],"label_agreement":null},{"id":"W4412844011","doi":"10.3390/jtaer20030186","title":"Determinants of Behavioral Intention in Augmented Reality Filter Adoption: An Integrated TAM and Satisfaction–Loyalty Model Approach","year":2025,"lang":"en","type":"article","venue":"Journal of theoretical and applied electronic commerce research","topic":"Virtual Reality Applications and Impacts","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":"Artificial Intelligence in Medicine (Canada)","funders":"Hong Kong Polytechnic University","keywords":"Loyalty; Technology acceptance model; Psychology; Behavioral modeling; Filter (signal processing); Augmented reality; Business; Social psychology; Marketing; Computer science; Usability; Human–computer interaction; Artificial intelligence","score_opus":0.05483536821466597,"score_gpt":0.3894359527708524,"score_spread":0.33460058455618646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412844011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78263074,0.000072808565,0.21559598,0.0007048174,0.000008511326,0.00020119184,0.000002818942,0.0000068294344,0.0007763373],"genre_scores_gemma":[0.99700457,0.00026660616,0.0026332985,0.00004101475,0.000007677852,0.000014867141,0.0000026675336,0.000004381579,0.0000248991],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99830294,0.0002640479,0.0004886104,0.00022697604,0.0003517445,0.00036570794],"domain_scores_gemma":[0.9991038,0.00014466634,0.000112702844,0.00028017047,0.00021819973,0.00014044649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025726627,0.00010786267,0.00028582447,0.0003119678,0.000111514084,0.00009579712,0.00036301493,0.00009761262,0.000005856935],"category_scores_gemma":[0.000045721274,0.00008326446,0.000039578284,0.00058919506,0.00043976572,0.00022236699,0.00021636,0.00075920124,2.4787386e-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":[0.00023039157,0.00039318926,0.0014365793,0.00003785114,0.000010710339,5.719501e-7,0.00022695641,0.00011030146,0.0023525697,0.7990082,0.00005055825,0.19614215],"study_design_scores_gemma":[0.0017985182,0.0013416902,0.07854022,0.00018103882,0.000034160134,0.00006273324,0.000995044,0.4739314,0.0031736325,0.43962044,0.000104805724,0.00021633743],"about_ca_topic_score_codex":0.00009566092,"about_ca_topic_score_gemma":0.000072546594,"teacher_disagreement_score":0.4738211,"about_ca_system_score_codex":0.00015807597,"about_ca_system_score_gemma":0.00023797441,"threshold_uncertainty_score":0.33954263},"labels":[],"label_agreement":null},{"id":"W4413953370","doi":"10.3390/jtaer20030237","title":"Influence of Goal-Framing Type and Product Type on Consumer Decision-Making: Dual Evidence from Behavior and Eye Movement","year":2025,"lang":"en","type":"article","venue":"Journal of theoretical and applied electronic commerce research","topic":"Behavioral Health and Interventions","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":"Brock University","funders":"China Scholarship Council; Jilin University; National Natural Science Foundation of China","keywords":"Framing (construction); Eye movement; Product type; Dual (grammatical number); Psychology; Computer science; Advertising; Cognitive psychology; Business; Artificial intelligence; Art; History","score_opus":0.04792170899311553,"score_gpt":0.4643277713106796,"score_spread":0.41640606231756405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413953370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916677,0.006217468,0.00003780245,0.0013535304,0.00006330492,0.0002838241,0.0000036192296,0.0000037326226,0.00036901268],"genre_scores_gemma":[0.99826354,0.001311879,0.00012572178,0.000164009,0.000034105356,0.000011946125,5.7873996e-7,0.000008088309,0.00008013239],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99833256,0.0002291608,0.00045420488,0.00024098711,0.00032947556,0.00041362067],"domain_scores_gemma":[0.99781865,0.0014049984,0.00010380855,0.0002186037,0.00031749692,0.000136447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001688543,0.00011007754,0.00027662158,0.00019322826,0.00014278818,0.000035248737,0.00017275565,0.00008857321,0.00023499897],"category_scores_gemma":[0.00044508412,0.000083684085,0.000031728956,0.00034632144,0.00068952894,0.000049957678,0.00016707269,0.0009774147,0.000005390101],"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":[0.007764343,0.00082734163,0.03466471,0.00008516247,0.000119384364,0.000017918037,0.00051073224,0.0000062039426,0.01391129,0.5734674,0.0015449596,0.36708057],"study_design_scores_gemma":[0.0021389334,0.0069440524,0.8421886,0.0027450332,0.00024523088,0.000039569724,0.00088104646,0.00003736533,0.0033271024,0.13910376,0.002060438,0.0002888449],"about_ca_topic_score_codex":0.000040761966,"about_ca_topic_score_gemma":0.0000069242656,"teacher_disagreement_score":0.8075239,"about_ca_system_score_codex":0.000064425585,"about_ca_system_score_gemma":0.00017273142,"threshold_uncertainty_score":0.42464346},"labels":[],"label_agreement":null}]}