{"meta":{"query_hash":"85df99a48d54","filters":{"venue":"International Journal of Web Information Systems"},"cohort_total":18,"direct_labels_cover":0,"predictions_cover":18,"exported":18,"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/85df99a48d54","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Web+Information+Systems"},"results":[{"id":"W1965942913","doi":"10.1108/17440080810865648","title":"SensorWebIDS: a web mining intrusion detection system","year":2008,"lang":"en","type":"article","venue":"International Journal of Web Information Systems","topic":"Network Security and Intrusion Detection","field":"Computer Science","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 Windsor","funders":"","keywords":"Computer science; Intrusion detection system; Anomaly-based intrusion detection system; Web traffic; Data mining; Web service; Denial-of-service attack; Scripting language; Database; The Internet; World Wide Web; Operating system","score_opus":0.012339167632872171,"score_gpt":0.22021759762215098,"score_spread":0.2078784299892788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965942913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5114647,0.00019245465,0.46021587,0.00032781242,0.020690763,0.00022485167,0.000008646472,0.00022965176,0.0066452203],"genre_scores_gemma":[0.99693155,0.00013905088,0.0016522601,0.00012299902,0.001091479,0.0000059670842,0.0000028085894,0.0000060664797,0.00004780376],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9970968,0.00013707836,0.0012555771,0.00010901783,0.0012299671,0.00017157366],"domain_scores_gemma":[0.99664736,0.0000898387,0.0013530903,0.00020579991,0.0015895333,0.000114399896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008782672,0.00014803547,0.00023897391,0.00083167886,0.00021028963,0.00036372337,0.00082592136,0.00012402264,0.00000919556],"category_scores_gemma":[0.00011640319,0.0001309067,0.00014972808,0.00038469108,0.000032460226,0.004876133,0.00013422295,0.00024985353,0.00014429378],"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":[0.0022006186,0.00067311013,0.006018494,0.0009447832,0.0023507196,0.0016591739,0.05673455,0.12606165,0.079243496,0.097457945,0.0646174,0.56203806],"study_design_scores_gemma":[0.0017530292,0.00028790726,0.0005195075,0.0005057314,0.0000124002645,0.01733212,0.0014629655,0.75905854,0.0038597372,0.000025660509,0.2148911,0.0002912828],"about_ca_topic_score_codex":0.000023921146,"about_ca_topic_score_gemma":0.0000036377191,"teacher_disagreement_score":0.6329969,"about_ca_system_score_codex":0.00038620396,"about_ca_system_score_gemma":0.0002016337,"threshold_uncertainty_score":0.533822},"labels":[],"label_agreement":null},{"id":"W1976311617","doi":"10.1108/17440080780000298","title":"Sibling‐First Data Organization for Parse‐Free XML Data Processing","year":2006,"lang":"en","type":"article","venue":"International Journal of Web Information Systems","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Hamilton Health Sciences Foundation","keywords":"Computer science; XPath; Streaming XML; Simple API for XML; XML database; Parsing; Information retrieval; XML validation; Efficient XML Interchange; XML Schema (W3C); Database; XML; XML Signature; Instruction prefetch; XML Encryption; Data mining; Programming language; World Wide Web; Operating system","score_opus":0.03634770499622808,"score_gpt":0.2846657076760225,"score_spread":0.24831800267979443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976311617","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005963883,0.0002575269,0.9936041,0.0009397915,0.002933512,0.00020107493,0.00088437425,0.000058494134,0.00052470644],"genre_scores_gemma":[0.8823164,0.00007094409,0.11116145,0.00022031926,0.002136879,0.0000070937203,0.0039571244,0.000021223837,0.00010856535],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99761647,0.000026467598,0.0012258515,0.00016743585,0.00082085247,0.00014290122],"domain_scores_gemma":[0.99499583,0.000093188435,0.0015705493,0.0010692311,0.0022192115,0.00005201653],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011122484,0.00012412756,0.00019870896,0.00035453448,0.000151204,0.0007631365,0.004082217,0.000053124448,0.000003514409],"category_scores_gemma":[0.0006307125,0.000105503066,0.000027777021,0.0003238477,0.000024424608,0.019278267,0.0009753574,0.00009359253,0.000017720029],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016800739,0.00028292584,0.005388258,0.0009528799,0.0004085224,0.00004193641,0.0020785625,0.048938505,0.0008129808,0.49405724,0.387024,0.05984618],"study_design_scores_gemma":[0.0008900346,0.000024746758,0.00021712006,0.00024527026,0.000009561993,0.00039807503,0.00025585416,0.27794865,0.00007276443,0.00016769636,0.71963656,0.00013367146],"about_ca_topic_score_codex":0.0000675915,"about_ca_topic_score_gemma":0.000026018417,"teacher_disagreement_score":0.8824427,"about_ca_system_score_codex":0.00010633459,"about_ca_system_score_gemma":0.00030388223,"threshold_uncertainty_score":0.9944386},"labels":[],"label_agreement":null},{"id":"W1985019380","doi":"10.1108/17440080911006216","title":"Schema‐level access control policies for XML documents","year":2009,"lang":"en","type":"article","venue":"International Journal of Web Information Systems","topic":"Cryptography and Data Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Acadia University","funders":"","keywords":"Computer science; Encryption; Correctness; Document Structure Description; Access control; Scalability; XML; Schema (genetic algorithms); Database; Theoretical computer science; Information retrieval; Computer security; Programming language; World Wide Web","score_opus":0.026692456795155334,"score_gpt":0.3243364336617772,"score_spread":0.2976439768666219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985019380","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":[0.008072258,0.00009730799,0.9838777,0.002262671,0.002946035,0.00021837864,0.00016192792,0.000031400356,0.0023322806],"genre_scores_gemma":[0.99517584,0.000029697094,0.003128376,0.0012331076,0.00040032546,0.0000059091763,0.000017015533,0.0000017268802,0.000008029255],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99825877,0.000026979109,0.00081259804,0.000061404295,0.00070359814,0.00013665707],"domain_scores_gemma":[0.99745953,0.00008627429,0.00088101905,0.00015677912,0.0013344743,0.00008194072],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006472607,0.00009698425,0.0001725207,0.0004962331,0.00006332906,0.0012672313,0.0016269748,0.000049084545,0.0000038351122],"category_scores_gemma":[0.00012281275,0.000080367,0.00014332798,0.00016696764,0.000015439447,0.00894215,0.000058486487,0.00009733481,0.000016595031],"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":[0.00024371299,0.00014783292,0.0024698055,0.000045551507,0.00036074623,0.000007373871,0.0019500806,0.0020966497,0.00055686606,0.92167103,0.040904075,0.02954625],"study_design_scores_gemma":[0.010515653,0.000567515,0.018006776,0.00043171525,0.00003741443,0.0008924422,0.0005309395,0.07400728,0.0013771588,0.015948482,0.87713444,0.0005501578],"about_ca_topic_score_codex":0.000017463526,"about_ca_topic_score_gemma":0.0000010935179,"teacher_disagreement_score":0.9871036,"about_ca_system_score_codex":0.00006842788,"about_ca_system_score_gemma":0.00012041383,"threshold_uncertainty_score":0.99976957},"labels":[],"label_agreement":null},{"id":"W1989265129","doi":"10.1108/17440081011090220","title":"Topic‐based web site summarization","year":2010,"lang":"en","type":"article","venue":"International Journal of Web Information Systems","topic":"Advanced Text Analysis Techniques","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Automatic summarization; Computer science; Multi-document summarization; Information retrieval; Cluster analysis; Web page; Set (abstract data type); Web modeling; World Wide Web; Artificial intelligence","score_opus":0.006202646875641511,"score_gpt":0.26099236416118304,"score_spread":0.2547897172855415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989265129","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":[0.027852368,0.00001726739,0.9628506,0.00096376264,0.0036494706,0.00009805126,0.000008973365,0.000103477076,0.0044560838],"genre_scores_gemma":[0.97352594,0.000011490544,0.025666887,0.00033972866,0.0003564776,0.0000047128146,0.000016182912,0.000003832481,0.00007477289],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99803287,0.000037796955,0.00086961134,0.000071058144,0.0008834262,0.00010521639],"domain_scores_gemma":[0.99672604,0.00007225327,0.0010829046,0.00023999914,0.0018067154,0.00007209402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006305644,0.00010008653,0.00016069983,0.0006900312,0.000045321776,0.00051576504,0.0010794715,0.00007766631,0.000020025207],"category_scores_gemma":[0.00018931561,0.00008652479,0.0001168076,0.00025757763,0.000022228764,0.0047418,0.00007832653,0.00024793905,0.00006771509],"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":[0.00013676115,0.0003191156,0.048014496,0.00011403137,0.0006047512,0.000091367445,0.002780234,0.035543412,0.1251068,0.5873153,0.024722828,0.1752509],"study_design_scores_gemma":[0.00092340476,0.000065010085,0.0012033106,0.00008253694,0.000011748325,0.00021995399,0.000050965722,0.5631406,0.005108007,0.00057613925,0.42841354,0.00020481739],"about_ca_topic_score_codex":0.000009963441,"about_ca_topic_score_gemma":0.000009080598,"teacher_disagreement_score":0.9456735,"about_ca_system_score_codex":0.00008702617,"about_ca_system_score_gemma":0.00021693167,"threshold_uncertainty_score":0.4973534},"labels":[],"label_agreement":null},{"id":"W2001297822","doi":"10.1108/ijwis-05-2013-0014","title":"A model for web-based course registration systems","year":2014,"lang":"en","type":"article","venue":"International Journal of Web Information Systems","topic":"Web Applications and Data Management","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Usability; Computer science; Course (navigation); World Wide Web; Web application; Software engineering; Human–computer interaction","score_opus":0.02261055194710667,"score_gpt":0.2743313268389112,"score_spread":0.25172077489180456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001297822","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009371911,0.00003639685,0.99186933,0.0014707788,0.0020856196,0.0003533625,0.000055927874,0.000047858823,0.003143563],"genre_scores_gemma":[0.9845988,0.0000078931525,0.014443432,0.0003252822,0.00034640954,0.000074307645,0.00006072471,0.0000050314493,0.00013809312],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979002,0.00004397004,0.0010259463,0.00009864157,0.00080604485,0.00012520008],"domain_scores_gemma":[0.99649733,0.00011944606,0.0013296019,0.00034370797,0.001630483,0.00007944817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016193911,0.00010901493,0.00017077156,0.00033449318,0.000071767776,0.0010267902,0.0012011892,0.000053703603,0.0000012704713],"category_scores_gemma":[0.00012590624,0.000095118776,0.00009636754,0.00013095293,0.000017415417,0.0030714297,0.000055538927,0.000077010074,0.00003508529],"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":[0.000028334356,0.00005710336,0.00009008203,0.00006073233,0.00007119452,6.558871e-7,0.00014033506,0.38276923,0.00016079741,0.57274616,0.038397186,0.0054782135],"study_design_scores_gemma":[0.0009320285,0.00004710926,0.00006690184,0.000080134174,0.00000912461,0.000031463274,0.000059916834,0.7935415,0.000012987104,0.00019113239,0.20494777,0.00007994484],"about_ca_topic_score_codex":0.000013343513,"about_ca_topic_score_gemma":0.000002209523,"teacher_disagreement_score":0.98366165,"about_ca_system_score_codex":0.00013128236,"about_ca_system_score_gemma":0.0003100683,"threshold_uncertainty_score":0.99013627},"labels":[],"label_agreement":null},{"id":"W2011860366","doi":"10.1108/17440080710848080","title":"Test selection criteria for real‐time systems modeled as timed input‐output automata","year":2007,"lang":"en","type":"article","venue":"International Journal of Web Information Systems","topic":"Formal Methods in Verification","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Automaton; Timed automaton; Selection (genetic algorithm); Test (biology); Real-time operating system; Theoretical computer science; Embedded system; Artificial intelligence","score_opus":0.025308706325255902,"score_gpt":0.33239128571862236,"score_spread":0.3070825793933665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011860366","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017349735,0.000036807738,0.9667468,0.00021488762,0.008205252,0.00060639915,0.000041788808,0.00018583743,0.0066124694],"genre_scores_gemma":[0.8741317,0.000047249476,0.12355986,0.00012207997,0.0013101132,0.000044174725,0.000049362785,0.00001972245,0.0007157783],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99617153,0.00012970819,0.0019904359,0.0001523302,0.0012698966,0.00028607945],"domain_scores_gemma":[0.99345374,0.0004283765,0.0021341655,0.0002941792,0.0035328083,0.00015674617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051782895,0.00020108456,0.00033908625,0.0009404409,0.0001231435,0.0010089952,0.0014485618,0.00017029494,0.000007379545],"category_scores_gemma":[0.00092351675,0.00018517849,0.00015027467,0.00038466757,0.000030458876,0.006424315,0.000097331715,0.0001888116,0.00018741263],"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":[0.0018546677,0.00091636006,0.00227796,0.0010355476,0.0016800918,0.000045984383,0.011895059,0.066879265,0.095993266,0.59668607,0.0767969,0.14393885],"study_design_scores_gemma":[0.0011483864,0.0003113239,0.0005617419,0.00019391665,0.000015341002,0.00066040864,0.00020949754,0.94686955,0.001998082,0.00017849982,0.047643848,0.00020937376],"about_ca_topic_score_codex":0.000058259906,"about_ca_topic_score_gemma":5.76243e-7,"teacher_disagreement_score":0.87999034,"about_ca_system_score_codex":0.00058522,"about_ca_system_score_gemma":0.0003332582,"threshold_uncertainty_score":0.9729764},"labels":[],"label_agreement":null},{"id":"W2014063159","doi":"10.1108/17440080580000090","title":"Developing applications for internet telephony: A case study on the use of web services for conferencing in SIP networks","year":2005,"lang":"en","type":"article","venue":"International Journal of Web Information Systems","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Canada; Ericsson (Canada); Concordia University","funders":"","keywords":"Computer science; Voice over IP; Telephony; The Internet; SIP trunking; Web service; Telecommunications; World Wide Web; Web development; Teleconference","score_opus":0.04828182982826963,"score_gpt":0.2928078037575885,"score_spread":0.2445259739293189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014063159","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":[0.34394625,0.000033886026,0.65298325,0.0011251742,0.0007826545,0.001031552,0.000022647282,0.000016829472,0.000057772235],"genre_scores_gemma":[0.9920327,0.0000070817364,0.0064060804,0.0010372036,0.00032546464,0.00016723461,0.000010118294,0.0000059770714,0.000008159884],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99808335,0.000069969676,0.0011708449,0.000105224986,0.00042418495,0.00014641066],"domain_scores_gemma":[0.99650747,0.00077003846,0.0011466686,0.00019708059,0.0013357484,0.00004297478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008298627,0.00013370317,0.00022102305,0.0004834578,0.00006649675,0.00042767145,0.0010497668,0.00005315118,0.0000012323088],"category_scores_gemma":[0.00002485395,0.00009389555,0.00009198991,0.00025583524,0.000011639962,0.0017453434,0.00010609239,0.00014481219,0.0000027089852],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075925846,0.0007961564,0.021224655,0.000709225,0.0014506197,0.000056957713,0.10477469,0.5079382,0.0004543217,0.27221385,0.0012725821,0.08834949],"study_design_scores_gemma":[0.0015617438,0.00019020532,0.000397514,0.00037249704,0.0000150000815,0.0005061546,0.009519186,0.91012156,0.00016226686,0.00008612513,0.07693267,0.00013505267],"about_ca_topic_score_codex":0.00021138723,"about_ca_topic_score_gemma":0.0005851421,"teacher_disagreement_score":0.6480864,"about_ca_system_score_codex":0.0001265797,"about_ca_system_score_gemma":0.00018059406,"threshold_uncertainty_score":0.41240457},"labels":[],"label_agreement":null},{"id":"W2019715849","doi":"10.1108/17440081011034475","title":"A formal description framework and a matchmaking technique for web service composition","year":2010,"lang":"en","type":"article","venue":"International Journal of Web Information Systems","topic":"Service-Oriented Architecture and Web Services","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":"Ericsson (Canada); Concordia University","funders":"","keywords":"Computer science; Web service; Web modeling; WS-Policy; World Wide Web; WS-I Basic Profile; Social Semantic Web; Web standards; Semantic Web Stack; Semantic Web; Data Web; Web development; Web application security; Web intelligence","score_opus":0.008749188351699166,"score_gpt":0.25132524476702633,"score_spread":0.24257605641532717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019715849","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":[0.12517497,0.000037944308,0.8681956,0.0016166274,0.0038856138,0.00035292655,0.00002152337,0.000051118688,0.0006637084],"genre_scores_gemma":[0.94417405,0.000009252651,0.053839803,0.0013528425,0.0005619046,0.000038705777,0.00001528611,0.000005816436,0.0000023104847],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984144,0.000033731634,0.0007498522,0.00009171619,0.0005452464,0.00016505482],"domain_scores_gemma":[0.9971958,0.00013302252,0.00086826424,0.00016090948,0.0015542522,0.00008777058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007969134,0.00013063801,0.00017292598,0.0004952324,0.000116871175,0.0007621402,0.00082498795,0.00013103944,0.000003891436],"category_scores_gemma":[0.000023216424,0.00011213292,0.000074480144,0.00022141308,0.000014302177,0.0054048127,0.00013400226,0.00031827032,0.000008788576],"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":[0.00057466497,0.00017243858,0.0028958379,0.0008255852,0.0004513273,0.000018620454,0.020188784,0.0030219909,0.32299146,0.6213124,0.00082965154,0.02671727],"study_design_scores_gemma":[0.0061057936,0.00071889977,0.0058378875,0.0028690714,0.00008464251,0.011086907,0.0037098003,0.6205948,0.020584326,0.017094625,0.31016386,0.0011493594],"about_ca_topic_score_codex":0.000026734047,"about_ca_topic_score_gemma":0.000016847724,"teacher_disagreement_score":0.8189991,"about_ca_system_score_codex":0.000044806544,"about_ca_system_score_gemma":0.0001163339,"threshold_uncertainty_score":0.73493356},"labels":[],"label_agreement":null},{"id":"W2025699050","doi":"10.1108/17440080810882351","title":"COTS‐based software product line development","year":2008,"lang":"en","type":"article","venue":"International Journal of Web Information Systems","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Software development; Software engineering; Software deployment; Systems engineering; Software development process; Software; Component-based software engineering; Domain (mathematical analysis); Software product line; New product development; Process (computing); Component (thermodynamics); Engineering; Operating system","score_opus":0.046034867499120585,"score_gpt":0.284154369163196,"score_spread":0.2381195016640754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025699050","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007067147,0.00018014714,0.98777676,0.0002356879,0.0044025183,0.00008839109,0.0000031377897,0.00014042441,0.00010577101],"genre_scores_gemma":[0.44739074,0.000021481472,0.5521296,0.00013946403,0.00024705348,0.000006411493,0.000005444425,0.0000047006333,0.000055060802],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99798775,0.00005550503,0.0008746496,0.000075807955,0.0008793938,0.00012687655],"domain_scores_gemma":[0.99724567,0.00026397928,0.00071887823,0.00018189973,0.0015239081,0.00006567838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079696643,0.00011341286,0.00018386,0.00044059084,0.00006248089,0.00011842669,0.0010221829,0.000038095994,0.0000029229695],"category_scores_gemma":[0.001306761,0.00009583704,0.000062423984,0.00017708579,0.000024824014,0.002580383,0.000088461326,0.00016246368,0.00004630796],"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":[0.000043163192,0.00004888117,0.0019666133,0.000057615533,0.00013651844,0.000078657264,0.0021966465,0.94328064,0.00026574914,0.0014955257,0.0026591332,0.047770847],"study_design_scores_gemma":[0.005301422,0.000417932,0.012974564,0.001190782,0.000016083466,0.008651298,0.00034680704,0.11820854,0.03067514,0.00048106298,0.8204767,0.0012596577],"about_ca_topic_score_codex":0.0000014448461,"about_ca_topic_score_gemma":1.4114585e-7,"teacher_disagreement_score":0.8250721,"about_ca_system_score_codex":0.00022651283,"about_ca_system_score_gemma":0.000530143,"threshold_uncertainty_score":0.3908121},"labels":[],"label_agreement":null},{"id":"W2026925604","doi":"10.1108/17440080710834238","title":"Web‐based Structured Hypermedia Algorithm Explanation system","year":2007,"lang":"en","type":"article","venue":"International Journal of Web Information Systems","topic":"Teaching and Learning Programming","field":"Computer Science","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":"Acadia University","funders":"","keywords":"Computer science; Hypermedia; Web application; Process (computing); Animation; Algorithm; Multimedia; Programming language; World Wide Web","score_opus":0.009557298227934727,"score_gpt":0.25168291450986496,"score_spread":0.24212561628193024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026925604","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012899807,0.000077884004,0.9763674,0.0002482421,0.009072053,0.00010607333,0.000008321572,0.00015295424,0.0010672571],"genre_scores_gemma":[0.9530432,0.0000025091788,0.046105556,0.00010883206,0.0006920436,0.000002478705,0.000017792729,0.0000056529984,0.000021913535],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972381,0.00009865948,0.0010817385,0.00008548128,0.0013076419,0.00018836107],"domain_scores_gemma":[0.99710655,0.00015860848,0.0012954206,0.00016625052,0.0011522992,0.00012084093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002543821,0.00012621871,0.00018479502,0.0008480357,0.000089622816,0.0006632322,0.0009926768,0.00009109331,0.0000031948139],"category_scores_gemma":[0.000152721,0.00010761842,0.000108226406,0.00022781367,0.000018436871,0.0024324344,0.000047467638,0.0003030339,0.000043475105],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006175947,0.000045662884,0.0025094615,0.00008840949,0.00019978796,0.00010997208,0.0039574965,0.016346628,0.0003407332,0.022619087,0.0019346796,0.95178634],"study_design_scores_gemma":[0.0023597134,0.00012659872,0.003353484,0.00039796616,0.000013327357,0.0016299002,0.0023119007,0.5713255,0.00030162215,0.000010663007,0.41791624,0.00025308967],"about_ca_topic_score_codex":0.00002482903,"about_ca_topic_score_gemma":0.0000021275484,"teacher_disagreement_score":0.95153326,"about_ca_system_score_codex":0.00034648812,"about_ca_system_score_gemma":0.00023785666,"threshold_uncertainty_score":0.6395563},"labels":[],"label_agreement":null},{"id":"W2055464984","doi":"10.1108/17440080710848125","title":"A security framework for agent‐based systems","year":2007,"lang":"en","type":"article","venue":"International Journal of Web Information Systems","topic":"Access Control and Trust","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Computer security; Security service; Computer security model; Grid computing; Grid; Information security","score_opus":0.022309365617456736,"score_gpt":0.34839594084323505,"score_spread":0.32608657522577833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055464984","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":[0.025358358,0.0004431225,0.91953194,0.0016765917,0.02179976,0.00069457525,0.00009379546,0.000058116195,0.030343726],"genre_scores_gemma":[0.996703,0.00002158331,0.00042915638,0.00026978692,0.0024794878,0.000011238718,0.000009867148,0.0000048984307,0.000070937545],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99751914,0.00007310051,0.0009934678,0.000049613733,0.001163366,0.00020129661],"domain_scores_gemma":[0.99578357,0.0005040983,0.0012556564,0.00007405777,0.0022453777,0.00013727011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033139468,0.00008679163,0.00019268357,0.00036818915,0.00017202988,0.0005732227,0.0005418813,0.00013613891,0.00002431275],"category_scores_gemma":[0.0008291666,0.00007495102,0.00015212607,0.00014546502,0.00005297523,0.0017548754,0.000015338122,0.00016094062,0.000035967572],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006605803,0.000111439585,0.008926928,0.00012738645,0.00040574186,0.000023150109,0.011643782,0.005036939,0.00003238277,0.9590314,0.006986435,0.0070138266],"study_design_scores_gemma":[0.0016051336,0.00006928935,0.0006341111,0.00031510243,0.000025291944,0.000031823856,0.013614533,0.0088718925,0.00003234808,0.001489808,0.97315335,0.00015731991],"about_ca_topic_score_codex":0.00030734643,"about_ca_topic_score_gemma":0.00003741016,"teacher_disagreement_score":0.9713447,"about_ca_system_score_codex":0.00029262187,"about_ca_system_score_gemma":0.00034690546,"threshold_uncertainty_score":0.55275995},"labels":[],"label_agreement":null},{"id":"W2071661326","doi":"10.1108/17440080810919495","title":"DTD schema: a simple but powerful XML schema language","year":2008,"lang":"en","type":"article","venue":"International Journal of Web Information Systems","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"RELAX NG; Document Structure Description; XML Schema Editor; Computer science; XML validation; Programming language; Efficient XML Interchange; Information retrieval; XML Schema (W3C); Streaming XML; Document type definition; XML Encryption; Semi-structured model; XML; World Wide Web","score_opus":0.012081299878634738,"score_gpt":0.2603187900425474,"score_spread":0.24823749016391264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071661326","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":[0.14873284,0.00045536263,0.8401482,0.00040230973,0.0037497196,0.00015579505,0.00008702601,0.000080156366,0.00618859],"genre_scores_gemma":[0.9874133,0.000060157767,0.011335115,0.00024945158,0.00058863393,0.0000047735684,0.000027446162,0.0000065109466,0.00031462984],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975429,0.000047521382,0.0010739522,0.00009377415,0.0010676489,0.00017416514],"domain_scores_gemma":[0.9971955,0.000072389594,0.0011044232,0.00028044428,0.0012288941,0.00011837241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052322197,0.00014222102,0.0002526583,0.00039875603,0.000087912216,0.00017141797,0.0008074104,0.0000608817,0.00002104792],"category_scores_gemma":[0.00021418065,0.000116826675,0.00012348633,0.0001971121,0.000043390985,0.006550144,0.00016654283,0.00018616888,0.00025179106],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041917362,0.00045042895,0.009765055,0.00044941538,0.0014668339,0.0021095895,0.042885408,0.011836182,0.022780577,0.74778533,0.132477,0.027575023],"study_design_scores_gemma":[0.0019000142,0.00013313338,0.00063500553,0.00028188917,0.0000067508945,0.010015204,0.003349868,0.021078866,0.0046198387,0.000056416706,0.9575785,0.0003445639],"about_ca_topic_score_codex":0.00006758276,"about_ca_topic_score_gemma":0.0000024607834,"teacher_disagreement_score":0.83868045,"about_ca_system_score_codex":0.00015295255,"about_ca_system_score_gemma":0.0002629655,"threshold_uncertainty_score":0.47640535},"labels":[],"label_agreement":null},{"id":"W2092350847","doi":"10.1108/17440080710848143","title":"World's first web census","year":2007,"lang":"en","type":"article","venue":"International Journal of Web Information Systems","topic":"Web visibility and informetrics","field":"Computer Science","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":"Acadia University","funders":"","keywords":"Computer science; Census; World Wide Web; Demography; Sociology","score_opus":0.017265560397509143,"score_gpt":0.2668890644169876,"score_spread":0.24962350401947847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092350847","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":[0.04709787,0.00031658725,0.78063965,0.002811644,0.028866552,0.00032433736,0.00005274669,0.00015270739,0.1397379],"genre_scores_gemma":[0.99527925,0.00004039745,0.003413067,0.00045629017,0.00061108003,0.0000010408044,0.00000647394,0.0000032821833,0.00018910709],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969015,0.000023243658,0.0014787805,0.00006815426,0.0013281296,0.00020018849],"domain_scores_gemma":[0.9963548,0.00023043469,0.001162709,0.00022208068,0.0018880113,0.00014193753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025418804,0.00011350818,0.00018104106,0.0016533982,0.00007877561,0.0006548839,0.0014736375,0.00006468351,0.000015152734],"category_scores_gemma":[0.00034131142,0.00009565166,0.00013605058,0.0007739646,0.000029971934,0.0059541957,0.00013641932,0.0002254058,0.00017512873],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040260667,0.00034755722,0.02226576,0.0002237808,0.0006729356,0.00020560375,0.006675363,0.015384948,0.00030152567,0.66658974,0.12722021,0.15970996],"study_design_scores_gemma":[0.00096479105,0.00007642506,0.0036761153,0.0001059691,0.0000039446227,0.0005195697,0.0003155156,0.039004084,0.00019815832,0.00013183744,0.95486355,0.0001400264],"about_ca_topic_score_codex":0.000016419439,"about_ca_topic_score_gemma":0.00002072458,"teacher_disagreement_score":0.9481814,"about_ca_system_score_codex":0.0003103898,"about_ca_system_score_gemma":0.00021791519,"threshold_uncertainty_score":0.6315061},"labels":[],"label_agreement":null},{"id":"W2763817197","doi":"10.1108/ijwis-04-2017-0037","title":"Set of tuples expansion by example with reliability","year":2017,"lang":"en","type":"article","venue":"International Journal of Web Information Systems","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Tuple; Information retrieval; PageRank; Web page; Relation (database); Set (abstract data type); Web search engine; Web search query; HITS algorithm; Data mining; Search engine; Algorithm; World Wide Web; Mathematics; Discrete mathematics","score_opus":0.019495770096594988,"score_gpt":0.265419159993739,"score_spread":0.24592338989714402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763817197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61958665,0.00007146095,0.37533557,0.0010807576,0.0015403524,0.00008385108,0.00012341683,0.000022542761,0.0021553931],"genre_scores_gemma":[0.9975363,0.000024100287,0.0022329448,0.000029314033,0.00010188356,0.0000014161349,0.000018824876,0.000001996866,0.000053222633],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982768,0.000040874387,0.0007137148,0.00006820799,0.0008236983,0.000076695746],"domain_scores_gemma":[0.9963081,0.00006563217,0.0019000941,0.00044442376,0.001226408,0.000055346343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000959234,0.00007491815,0.00018985968,0.0001912155,0.00008828575,0.0005533878,0.0016093927,0.000034526965,0.000005683686],"category_scores_gemma":[0.00018899194,0.000052786796,0.000067781046,0.000058342237,0.000047650345,0.0048259795,0.0001309447,0.00008816873,0.000012539655],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011082863,0.0005961689,0.32548043,0.0007825374,0.0036541298,0.00013595186,0.04439958,0.056291524,0.019328475,0.06275575,0.24446338,0.24100377],"study_design_scores_gemma":[0.006068948,0.0009131073,0.026549872,0.0018909399,0.000100099656,0.001258445,0.005299506,0.35871547,0.011278666,0.00032375116,0.5868157,0.00078549027],"about_ca_topic_score_codex":0.00037519718,"about_ca_topic_score_gemma":0.000004339149,"teacher_disagreement_score":0.37794963,"about_ca_system_score_codex":0.000047614787,"about_ca_system_score_gemma":0.00013407132,"threshold_uncertainty_score":0.5336332},"labels":[],"label_agreement":null},{"id":"W2884757801","doi":"10.1108/ijwis-10-2017-0067","title":"Identification of substructures in complex networks using formal concept analysis","year":2018,"lang":"en","type":"article","venue":"International Journal of Web Information Systems","topic":"Rough Sets and Fuzzy Logic","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Computer science; Identification (biology); Originality; Representation (politics); Mode (computer interface); Social network (sociolinguistics); Theoretical computer science; Data science; World Wide Web; Social media; Human–computer interaction","score_opus":0.021847871489238755,"score_gpt":0.2871732748204953,"score_spread":0.26532540333125654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884757801","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":[0.17391567,0.000049084385,0.8238889,0.000081751146,0.0015396157,0.00006698466,0.000008727607,0.0000075856306,0.00044169737],"genre_scores_gemma":[0.9970326,0.000009157255,0.002583731,0.0000906209,0.00026897373,7.042401e-7,0.000010777366,0.0000016805237,0.0000017958268],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977914,0.000059154765,0.0013756194,0.000058024674,0.000600661,0.000115137766],"domain_scores_gemma":[0.9968151,0.000048816917,0.0016758457,0.00014747692,0.0012746948,0.00003805511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007683916,0.000075829856,0.00022016956,0.0008615868,0.000039271203,0.00026687025,0.00083224365,0.000053260115,0.000011540551],"category_scores_gemma":[0.00005191758,0.00006246961,0.000113248745,0.0006219881,0.000044550623,0.0031059051,0.00007602092,0.00008826179,0.000003411793],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011494097,0.0000573347,0.03144949,0.00002390584,0.0008802194,0.000009407449,0.006033633,0.89050555,0.001612965,0.045120336,0.00093342614,0.023258787],"study_design_scores_gemma":[0.00041362375,0.000050940074,0.026585063,0.000025203824,0.0000195709,0.00008041539,0.00024016073,0.97126544,0.0002843668,0.00009697659,0.0008736771,0.000064538974],"about_ca_topic_score_codex":0.00006333174,"about_ca_topic_score_gemma":0.000008731713,"teacher_disagreement_score":0.8231169,"about_ca_system_score_codex":0.000098071854,"about_ca_system_score_gemma":0.000069090784,"threshold_uncertainty_score":0.25734362},"labels":[],"label_agreement":null},{"id":"W2915947433","doi":"10.1108/ijwis.2010.36206baa.001","title":"Preface","year":2010,"lang":"en","type":"article","venue":"International Journal of Web Information Systems","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Agenzia Nazionale per le Nuove Tecnologie, l'Energia e lo Sviluppo Economico Sostenibile; Centro Universitario de la Defensa de Zaragoza; Universitas Telkom; Universidad de Cuenca; Universitas Teknologi Yogyakarta; Instituto Politécnico de Bragança; Universidade do Minho; Nanjing University; Army Research Laboratory; Nanjing University of Information Science and Technology; Universidad de Valladolid; University of Tsukuba; Universidad de Oviedo; Università degli Studi dell'Aquila; Universitat de Barcelona; Curtin University of Technology; Università degli Studi di Sassari; Universidade de Coimbra; Universidad de Cantabria; Memorial University of Newfoundland; Politechnika Wrocławska; Universidade Federal do Rio Grande do Sul; Kuwait University; Universidad del Atlántico; East China Normal University; Università degli Studi di Perugia; KU Leuven; Ege Üniversitesi; University of California, Davis; Universidade da Beira Interior; Wonkwang University; Kunsan National University; Hannam University; Silesian University of Technology; Waseda University; University of Twente; Deakin University; Trinity College Dublin; University College Dublin; Uniwersytet Łódzki; Universität Potsdam; University of Leeds; Liverpool John Moores University; Universität Siegen; U.S. Department of Energy; Hong Kong Baptist University; Pennsylvania State University; Università degli Studi della Basilicata; Università degli Studi Mediterranea di Reggio Calabria; Monash University; Universidade de Aveiro; Universität Hamburg; Sungkyunkwan University; Covenant University; Norges Teknisk-Naturvitenskapelige Universitet; Universitat de Girona; National Physical Laboratory; Ulster University; Universidade de Trás-os-Montes e Alto Douro; Erciyes Üniversitesi; Yonsei University; Universidad de Málaga; Università degli Studi di Salerno; London South Bank University; Západočeská Univerzita v Plzni; University of Canterbury; University of Connecticut; Wageningen University and Research; La Trobe University; Universität Zürich; NetApp; Florida Atlantic University","keywords":"Computer science","score_opus":0.054924912526418415,"score_gpt":0.37385299208436434,"score_spread":0.31892807955794594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915947433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6861035,0.00004345648,0.09694699,0.003532994,0.10613815,0.0002282423,0.000085774656,0.00005273624,0.10686816],"genre_scores_gemma":[0.9975606,0.000002401191,0.00070960954,0.00015411554,0.00058350404,8.6545293e-7,0.0000052370365,0.000001769104,0.0009818564],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99563545,0.000052237174,0.0013517601,0.000083708896,0.0027863341,0.00009050971],"domain_scores_gemma":[0.99537826,0.00028975194,0.0012945263,0.00033279997,0.002621337,0.000083304905],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0068919184,0.00006299613,0.00013151114,0.0007442942,0.000053391264,0.0016801783,0.0017266863,0.000035769022,0.00019908836],"category_scores_gemma":[0.002948799,0.000042668456,0.00009297249,0.00027061382,0.000033764223,0.0027088455,0.00016565119,0.00018435011,0.000958158],"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":[0.00009642544,0.000083419225,0.012087609,0.00000891737,0.00016140314,0.000020636227,0.0023186211,0.013054753,0.0018510455,0.04980351,0.6958828,0.22463088],"study_design_scores_gemma":[0.0003532725,0.00001716617,0.0029382778,0.000017253942,0.000002890955,0.00019683647,0.0009873284,0.021002728,0.00007077488,0.00044099518,0.9739192,0.000053275133],"about_ca_topic_score_codex":0.000012040387,"about_ca_topic_score_gemma":0.000003998311,"teacher_disagreement_score":0.31145716,"about_ca_system_score_codex":0.000030555813,"about_ca_system_score_gemma":0.000111104804,"threshold_uncertainty_score":0.9998197},"labels":[],"label_agreement":null},{"id":"W3209541495","doi":"10.1108/ijwis-08-2021-0085","title":"An automated mobile app labeling framework based on primary motivations for smartphone use","year":2021,"lang":"en","type":"article","venue":"International Journal of Web Information Systems","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; Brock University","funders":"","keywords":"Computer science; Profiling (computer programming); Classifier (UML); Decision tree; Mobile apps; Machine learning; Context (archaeology); Analytics; World Wide Web; Mobile device; App store; Information retrieval; Scope (computer science); Data science; Artificial intelligence; Data mining","score_opus":0.018591354546768548,"score_gpt":0.329187196746373,"score_spread":0.31059584219960445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209541495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9013801,0.00009802515,0.04875722,0.0019071418,0.017973611,0.0008336516,0.00037539742,0.0004856026,0.02818925],"genre_scores_gemma":[0.9949168,0.000025152613,0.0032288723,0.00060765137,0.0009402962,0.000026926878,0.00011236807,0.000008126645,0.00013383843],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979101,0.0001910271,0.0006925278,0.000067403285,0.0009901545,0.00014879851],"domain_scores_gemma":[0.9953342,0.0011229671,0.0006130193,0.00009836564,0.0027052234,0.00012623817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014409596,0.00008485695,0.00017453855,0.00024080845,0.0002067253,0.0009223346,0.0002876885,0.000120251614,0.00002406422],"category_scores_gemma":[0.0036972691,0.000083188,0.00011170812,0.00023934535,0.00004730571,0.002303966,0.000012381735,0.00015067331,0.000016790296],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023057738,0.0030079272,0.09871158,0.0005686723,0.0015338446,0.000098602664,0.121631905,0.36840117,0.002341733,0.19229943,0.08670611,0.12239325],"study_design_scores_gemma":[0.0043115024,0.0005323702,0.021944866,0.0029249808,0.00007050172,0.00003874006,0.046791993,0.16573533,0.0003280281,0.0007776032,0.7558055,0.0007385834],"about_ca_topic_score_codex":0.000057236328,"about_ca_topic_score_gemma":0.000009275119,"teacher_disagreement_score":0.6690994,"about_ca_system_score_codex":0.00031945913,"about_ca_system_score_gemma":0.0007219828,"threshold_uncertainty_score":0.8894094},"labels":[],"label_agreement":null},{"id":"W4293312040","doi":"10.1108/ijwis-04-2022-0078","title":"Inference attacks based on GAN in federated learning","year":2022,"lang":"en","type":"article","venue":"International Journal of Web Information Systems","topic":"Privacy-Preserving Technologies in Data","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Machine learning; Threat model; Artificial intelligence; Inference; Task (project management); Black box; Set (abstract data type); Adversarial machine learning; Computer security; Human–computer interaction; Adversarial system","score_opus":0.024681315662202254,"score_gpt":0.291073133489704,"score_spread":0.2663918178275017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293312040","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":[0.10247372,0.000077241,0.84566116,0.026198985,0.0094110435,0.00038256153,0.000057276164,0.00039382666,0.015344209],"genre_scores_gemma":[0.9969587,0.00000801021,0.0025767228,0.00035989116,0.000046851113,0.000013284883,0.000018465273,0.0000035478079,0.000014575861],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997542,0.000178325,0.0008159301,0.00009176635,0.0012315693,0.00014038131],"domain_scores_gemma":[0.99774307,0.00023964768,0.0008873089,0.0006178588,0.00047495993,0.000037147583],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0014293161,0.000095566924,0.00015085253,0.0010225668,0.00011139027,0.0005108043,0.00998508,0.000043304663,0.000029508737],"category_scores_gemma":[0.006264685,0.00009200138,0.000048073325,0.00043956153,0.000017263148,0.0023585185,0.0046803835,0.0006369977,0.00003115798],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014496961,0.00014584708,0.021730233,0.000029104127,0.000073245035,0.00013715969,0.0006608986,0.89439636,0.00029354636,0.006892975,0.049538925,0.025956707],"study_design_scores_gemma":[0.00076363306,0.00015502583,0.0009704586,0.00009213953,8.7737004e-7,0.000113985756,0.000340624,0.9564561,0.00012803446,0.00046285932,0.040419016,0.00009722682],"about_ca_topic_score_codex":0.000027017737,"about_ca_topic_score_gemma":0.0000017384136,"teacher_disagreement_score":0.89448494,"about_ca_system_score_codex":0.00049419416,"about_ca_system_score_gemma":0.00028502877,"threshold_uncertainty_score":0.9953714},"labels":[],"label_agreement":null}]}