{"meta":{"query_hash":"774ab05ae062","filters":{"venue":"International Journal of Business Process Integration and Management"},"cohort_total":12,"direct_labels_cover":0,"predictions_cover":12,"exported":12,"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/774ab05ae062","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Business+Process+Integration+and+Management"},"results":[{"id":"W2054885804","doi":"10.1504/ijbpim.2014.060604","title":"Analytics-as-a-service framework for terms association mining in unstructured data","year":2014,"lang":"en","type":"article","venue":"International Journal of Business Process Integration and Management","topic":"Data Mining Algorithms and Applications","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Association rule learning; Computer science; Data mining; Unstructured data; Data science; Schema (genetic algorithms); Reliability (semiconductor); Analytics; Data warehouse; Data extraction; Service (business); Big data; Information retrieval","score_opus":0.02888492529035037,"score_gpt":0.3283027286669712,"score_spread":0.29941780337662083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054885804","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002141802,0.00017500271,0.9902981,0.00039331926,0.00004758503,0.0002651317,0.00038850086,0.005387372,0.0009031882],"genre_scores_gemma":[0.07576262,0.00032628793,0.92009276,0.00023547765,0.0000983355,0.0004926768,0.0015219705,0.00027924194,0.0011906576],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9956863,0.0012090771,0.0006142363,0.00051089434,0.0017422594,0.00023733769],"domain_scores_gemma":[0.9946924,0.0020756477,0.00045529363,0.001227573,0.0011573385,0.0003917203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052785915,0.0010193862,0.001351487,0.0033933164,0.0016391923,0.004429707,0.0032558104,0.0016612587,0.002297739],"category_scores_gemma":[0.013152236,0.0006491653,0.0018100414,0.003941337,0.0012099567,0.0041807867,0.0041387705,0.0024304872,0.0021029958],"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":[0.0008166621,0.0006005533,0.008975042,0.0009834727,0.00042940935,0.0018809856,0.0017519477,0.12721519,0.015481847,0.3918504,0.037161537,0.41285294],"study_design_scores_gemma":[0.00003846226,0.00006953513,0.00044930738,0.00006405943,0.00004122473,0.00040120355,0.00022545716,0.87259287,0.004152972,0.088646024,0.03325826,0.00006060278],"about_ca_topic_score_codex":0.011444501,"about_ca_topic_score_gemma":0.012353048,"teacher_disagreement_score":0.011444501,"about_ca_system_score_codex":0.0016913667,"about_ca_system_score_gemma":0.005244528,"threshold_uncertainty_score":0.027916193},"labels":[],"label_agreement":null},{"id":"W2144787680","doi":"10.1504/ijbpim.2014.063515","title":"Cloud service negotiation: a research report","year":2014,"lang":"en","type":"article","venue":"International Journal of Business Process Integration and Management","topic":"Cloud Data Security Solutions","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"European Commission","keywords":"Quality of service; Cloud computing; Mobile QoS; Negotiation; Computer science; Service (business); Resource (disambiguation); Process management; Service provider; Computer network; Business; Marketing","score_opus":0.04334316998398718,"score_gpt":0.3538426753772334,"score_spread":0.3104995053932462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144787680","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014072691,0.71099526,0.087062225,0.018747427,0.0050106165,0.00057849736,0.00041504644,0.0006320897,0.16248626],"genre_scores_gemma":[0.17253761,0.6696896,0.09401246,0.003510711,0.005672653,0.00054756313,0.0019364834,0.00052903866,0.051563945],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99182534,0.0016097637,0.0009003029,0.0016700069,0.0031335047,0.00086108624],"domain_scores_gemma":[0.98483616,0.0070923474,0.0008097155,0.0011335852,0.00502395,0.00110422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011621026,0.0011648334,0.0013060165,0.0075948606,0.0033953697,0.014382025,0.002060904,0.003459698,0.008773156],"category_scores_gemma":[0.015776029,0.0015264838,0.001514185,0.017300954,0.0027363237,0.018606562,0.0035193176,0.004678768,0.00423807],"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":[0.0002134191,0.0007642658,0.0026912778,0.0026596012,0.00007789973,0.00042671632,0.0018234965,0.0052519925,0.0021973604,0.31255835,0.052771654,0.61856407],"study_design_scores_gemma":[0.000036970796,0.00029767712,0.001977163,0.002540446,0.00009466535,0.0010807377,0.0022929565,0.021066034,0.0040629925,0.06790373,0.8985383,0.000108363296],"about_ca_topic_score_codex":0.009361009,"about_ca_topic_score_gemma":0.0035190217,"teacher_disagreement_score":0.014382025,"about_ca_system_score_codex":0.008932976,"about_ca_system_score_gemma":0.010449173,"threshold_uncertainty_score":0.064813614},"labels":[],"label_agreement":null},{"id":"W2153305265","doi":"10.1504/ijbpim.2013.059136","title":"RSenter: terms mining tool from unstructured data sources","year":2013,"lang":"en","type":"article","venue":"International Journal of Business Process Integration and Management","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Unstructured data; Computer science; Data mining; Data science; Big data","score_opus":0.01636727443417805,"score_gpt":0.2825990706188246,"score_spread":0.26623179618464654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153305265","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011437733,0.0007648942,0.6765014,0.0010245778,0.00019674237,0.0011563676,0.03498397,0.26555517,0.008379056],"genre_scores_gemma":[0.0504744,0.00069296284,0.88596284,0.0003367141,0.000083537176,0.00080255413,0.050021917,0.006164562,0.005460603],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99798167,0.00026571122,0.00038132476,0.00035098207,0.00090569595,0.000114643706],"domain_scores_gemma":[0.9951054,0.002627861,0.0004962251,0.0009034819,0.0007093932,0.00015762722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025050568,0.0017034619,0.0011882104,0.008899423,0.00085954653,0.0031023102,0.002645427,0.001130912,0.013071782],"category_scores_gemma":[0.015533517,0.0007768121,0.002346125,0.005238474,0.00069760013,0.0061226794,0.004406016,0.0015564351,0.009420947],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076536974,0.00027849374,0.005800484,0.00362002,0.0003492884,0.0028531032,0.002346525,0.0074582547,0.018754251,0.0535843,0.20394816,0.7002418],"study_design_scores_gemma":[0.0003321541,0.00033148227,0.004389605,0.0009903597,0.00018009527,0.005031793,0.0025770543,0.2733117,0.068138264,0.13836958,0.506022,0.00032595245],"about_ca_topic_score_codex":0.0020085261,"about_ca_topic_score_gemma":0.004323522,"teacher_disagreement_score":0.013071782,"about_ca_system_score_codex":0.0006909009,"about_ca_system_score_gemma":0.0020492724,"threshold_uncertainty_score":0.043729424},"labels":[],"label_agreement":null},{"id":"W2156146709","doi":"10.1504/ijbpim.2007.017755","title":"A service-oriented architecture for coupling simulation and control of industrial systems","year":2007,"lang":"en","type":"article","venue":"International Journal of Business Process Integration and Management","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Service-oriented architecture; Overhead (engineering); Computer science; Process (computing); Grid; Model predictive control; Controller (irrigation); Service (business); Process control; Engineering; Web service; Systems engineering; Software engineering; Control (management); Operating system","score_opus":0.0248052312835771,"score_gpt":0.29564615814125933,"score_spread":0.27084092685768224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156146709","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0063413642,0.00020788953,0.9804689,0.00037354973,0.00008200455,0.00018939517,0.000058868165,0.007211709,0.005066291],"genre_scores_gemma":[0.25793827,0.00084784813,0.7312884,0.00042914864,0.00013076107,0.00073282793,0.0007772124,0.00074837497,0.0071072746],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980311,0.00062320294,0.00019469623,0.00022703654,0.0007537783,0.0001701864],"domain_scores_gemma":[0.9987698,0.00026546925,0.00007542258,0.0003623987,0.00035675915,0.00017021915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023735135,0.0008896882,0.00089353503,0.00096954824,0.0011479105,0.00253121,0.0022219422,0.0015537278,0.0033236248],"category_scores_gemma":[0.0028600541,0.0006723887,0.0010648237,0.0016643996,0.001422628,0.001960438,0.0020953245,0.0019471267,0.0015911857],"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":[0.00051988504,0.00046611857,0.003167065,0.0005655434,0.00022535196,0.0010124441,0.0012314677,0.3768721,0.030196091,0.33187023,0.016234607,0.23763911],"study_design_scores_gemma":[0.00010985266,0.00015156588,0.0003727498,0.00006892305,0.00006553287,0.00022116858,0.00008193531,0.8499645,0.00685617,0.082447216,0.059611212,0.000049249615],"about_ca_topic_score_codex":0.010712515,"about_ca_topic_score_gemma":0.005230166,"teacher_disagreement_score":0.010712515,"about_ca_system_score_codex":0.0012984885,"about_ca_system_score_gemma":0.003188995,"threshold_uncertainty_score":0.021300316},"labels":[],"label_agreement":null},{"id":"W2156408626","doi":"10.1504/ijbpim.2007.017754","title":"A service-oriented architecture for managing privacy compliance in collaborative environments","year":2007,"lang":"en","type":"article","venue":"International Journal of Business Process Integration and Management","topic":"Access Control and Trust","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Variety (cybernetics); Computer science; Access control; Context (archaeology); Information privacy; Service-oriented architecture; Delegation; Computer security; Audit; Data sharing; Verifiable secret sharing; Service (business); Web service; World Wide Web; Business","score_opus":0.019993610570567533,"score_gpt":0.3359275976909943,"score_spread":0.31593398712042675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156408626","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008222722,0.00028415924,0.9815367,0.0016275735,0.00008880662,0.00043700228,0.000027521557,0.0014500568,0.006325544],"genre_scores_gemma":[0.26038414,0.0007472196,0.730656,0.00058795104,0.00015952432,0.00079388294,0.00024533132,0.00015354683,0.006272434],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9903294,0.0035045338,0.001139857,0.00075812545,0.003625223,0.00064287975],"domain_scores_gemma":[0.99360174,0.001636708,0.00079653243,0.0013487738,0.0018107052,0.0008055698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011303577,0.00079889974,0.0009880069,0.0016216417,0.004208152,0.007923883,0.0039038125,0.004145539,0.0015387301],"category_scores_gemma":[0.010735132,0.000744716,0.0012912756,0.0024793528,0.0039325505,0.006579342,0.0045673274,0.0027654634,0.0009380745],"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":[0.00022997592,0.00050452515,0.0034100234,0.000605012,0.00020474115,0.0019486167,0.007197794,0.059671883,0.013640364,0.7039845,0.009603541,0.19899899],"study_design_scores_gemma":[0.0001667864,0.00044013746,0.0011929735,0.0003765949,0.00029252222,0.002008478,0.0018178098,0.45782453,0.009776669,0.4052434,0.1206134,0.00024675386],"about_ca_topic_score_codex":0.0076802126,"about_ca_topic_score_gemma":0.0055975188,"teacher_disagreement_score":0.011303577,"about_ca_system_score_codex":0.0026478688,"about_ca_system_score_gemma":0.0074953376,"threshold_uncertainty_score":0.059779704},"labels":[],"label_agreement":null},{"id":"W2397720834","doi":"10.1504/ijbpim.2015.071255","title":"Peer-to-peer mobile data flow in a crop field","year":2015,"lang":"en","type":"article","venue":"International Journal of Business Process Integration and Management","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Workflow; Redundancy (engineering); Distributed computing; Wireless; Bloom filter; Revenue; Bandwidth (computing); Computer network; Telecommunications; Database","score_opus":0.04553926683661356,"score_gpt":0.3218219643615243,"score_spread":0.27628269752491075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2397720834","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22681472,0.00053213566,0.764734,0.0004733222,0.00010719119,0.000690752,0.00026548054,0.0025786064,0.0038036718],"genre_scores_gemma":[0.7644473,0.0002788139,0.22912341,0.00007087194,0.00004426627,0.00018883112,0.0002533142,0.00005631999,0.0055369],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993438,0.00015656615,0.000056925837,0.00019145511,0.00017346565,0.000077788885],"domain_scores_gemma":[0.998582,0.0006705395,0.000110416404,0.00026021345,0.00027167756,0.00010509274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013335199,0.0003303155,0.00055445876,0.0010043087,0.0015429953,0.0011782572,0.0011515054,0.0010286474,0.0015831045],"category_scores_gemma":[0.0029663863,0.00034063307,0.00024839415,0.0009880099,0.0005787815,0.0019985712,0.0010693647,0.000463723,0.0004872627],"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":[0.0021076635,0.0006594264,0.009375352,0.00044334156,0.000108030465,0.002262156,0.002811636,0.21386535,0.111945,0.07306376,0.0085293325,0.5748289],"study_design_scores_gemma":[0.00018327558,0.00043090986,0.0022685505,0.000037851405,0.00004494631,0.0007520292,0.00072630594,0.8936938,0.05165342,0.026561448,0.023575222,0.00007220447],"about_ca_topic_score_codex":0.004441526,"about_ca_topic_score_gemma":0.00357461,"teacher_disagreement_score":0.004441526,"about_ca_system_score_codex":0.00092836714,"about_ca_system_score_gemma":0.001293012,"threshold_uncertainty_score":0.008831382},"labels":[],"label_agreement":null},{"id":"W2398381414","doi":"10.1504/ijbpim.2015.071262","title":"An approach to extract RESTful services from web applications","year":2015,"lang":"en","type":"article","venue":"International Journal of Business Process Integration and Management","topic":"Web Data Mining and Analysis","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":"Polytechnique Montréal; Queen's University","funders":"","keywords":"World Wide Web; Web service; Computer science","score_opus":0.025780558179418187,"score_gpt":0.3034133070062464,"score_spread":0.2776327488268282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2398381414","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020076277,0.00051006186,0.957881,0.00034601658,0.000045589957,0.00047911424,0.00086588296,0.017733894,0.0020622332],"genre_scores_gemma":[0.12421719,0.00039912775,0.86693054,0.00021419443,0.000038749342,0.00027762336,0.0036561333,0.00079316844,0.003473161],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836034,0.00023660554,0.00022373545,0.0003182983,0.00072726165,0.000133763],"domain_scores_gemma":[0.99729556,0.0007675018,0.00036357623,0.0006767156,0.0007869132,0.00010972718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008857416,0.0017079975,0.0007635302,0.006378685,0.0010381838,0.002217703,0.0015703584,0.0014820802,0.0011726174],"category_scores_gemma":[0.004710176,0.0008661853,0.0022539212,0.0025256625,0.0006423677,0.002202263,0.0023301411,0.0014714235,0.0016377269],"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":[0.00028467344,0.00037717924,0.0117005035,0.0010311365,0.00018735154,0.0019504353,0.0022768218,0.010945861,0.07667273,0.013054485,0.012682548,0.8688363],"study_design_scores_gemma":[0.00007639983,0.00023547307,0.01635447,0.00040029275,0.0003820429,0.0037858372,0.0012587779,0.6329694,0.1925669,0.041944932,0.10979259,0.00023285826],"about_ca_topic_score_codex":0.008193042,"about_ca_topic_score_gemma":0.010891566,"teacher_disagreement_score":0.008193042,"about_ca_system_score_codex":0.0008499338,"about_ca_system_score_gemma":0.0019165886,"threshold_uncertainty_score":0.016290724},"labels":[],"label_agreement":null},{"id":"W2407041209","doi":"10.1504/ijbpim.2015.071253","title":"Using simulation to explore reciprocal help seeking in a lifelong learning context","year":2015,"lang":"en","type":"article","venue":"International Journal of Business Process Integration and Management","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Council on Learning","keywords":"Reciprocity (cultural anthropology); Reciprocal; Process (computing); Computer science; Context (archaeology); Lifelong learning; Institution; Knowledge management; Ask price; Business simulation; Process management; Psychology; Engineering; Social psychology; Business; Sociology; Pedagogy","score_opus":0.1163398173825715,"score_gpt":0.3446640833691198,"score_spread":0.2283242659865483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2407041209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7568774,0.0007295688,0.18482833,0.0030490113,0.00011589221,0.0005199387,0.00027176345,0.00026820798,0.053339925],"genre_scores_gemma":[0.9548281,0.0003737714,0.040887803,0.00014270432,0.000018581992,0.00033811724,0.000113931455,0.000028817978,0.0032681876],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983741,0.0012757895,0.000034331573,0.00008763039,0.00010598495,0.0001220906],"domain_scores_gemma":[0.99139166,0.0073932162,0.00031784244,0.00025027664,0.00023097279,0.0004161144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017542981,0.0006872939,0.0005603304,0.0008356698,0.0013743595,0.002301254,0.0014944843,0.003056128,0.0038072385],"category_scores_gemma":[0.0058244,0.0004252821,0.00078245316,0.00077660044,0.0018803942,0.0018674113,0.0021499055,0.0016944017,0.00022392349],"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":[0.00032031993,0.0008042596,0.008175721,0.00017858745,0.0001307475,0.00085173146,0.005771475,0.8606263,0.0015581652,0.11320143,0.00077427103,0.007606996],"study_design_scores_gemma":[0.00020879442,0.00025521862,0.001056459,0.00006165591,0.00003557165,0.00009624619,0.002504272,0.9503233,0.00067233905,0.03768759,0.0070534484,0.00004522016],"about_ca_topic_score_codex":0.011405197,"about_ca_topic_score_gemma":0.009374692,"teacher_disagreement_score":0.011405197,"about_ca_system_score_codex":0.0021596528,"about_ca_system_score_gemma":0.0019307286,"threshold_uncertainty_score":0.0226776},"labels":[],"label_agreement":null},{"id":"W2595350029","doi":"10.1504/ijbpim.2017.082742","title":"WL++: a framework to build cross-platform mobile applications and RESTful back-ends","year":2017,"lang":"en","type":"article","venue":"International Journal of Business Process Integration and Management","topic":"Mobile and Web Applications","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Cross-platform; Interface (matter); World Wide Web; Mobile phone; Service (business); Set (abstract data type); Database; Operating system; Programming language","score_opus":0.01770040608676899,"score_gpt":0.34068092669840827,"score_spread":0.3229805206116393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595350029","genre_codex":"methods","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001688582,0.00008312788,0.9505272,0.00010619936,0.000042156058,0.00033037728,0.00018433388,0.04538699,0.0016509526],"genre_scores_gemma":[0.043793865,0.0004625579,0.92711645,0.0003340032,0.000058772934,0.0012900695,0.0026509005,0.016177826,0.008115515],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979621,0.00051827205,0.00028614086,0.0003075593,0.00061301066,0.00031289793],"domain_scores_gemma":[0.9984767,0.00056936935,0.00013481894,0.0004107797,0.00019891532,0.00020942092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042445487,0.002348576,0.00086645107,0.0016370612,0.0010080857,0.003804626,0.0057760747,0.002437297,0.007218623],"category_scores_gemma":[0.005180094,0.0028237551,0.0033126478,0.0006922111,0.0020671042,0.0046595773,0.005871545,0.0044222586,0.0054225978],"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":[0.00084001245,0.0007754548,0.004807757,0.002536728,0.00044554326,0.004277691,0.003792854,0.0944223,0.057796624,0.2818817,0.06870421,0.47971922],"study_design_scores_gemma":[0.0004670423,0.00057255256,0.0016253479,0.000671321,0.00021009216,0.002339904,0.0003406375,0.37356383,0.056150544,0.112086356,0.45155364,0.0004186376],"about_ca_topic_score_codex":0.004451861,"about_ca_topic_score_gemma":0.0040410054,"teacher_disagreement_score":0.007218623,"about_ca_system_score_codex":0.0010740745,"about_ca_system_score_gemma":0.0016320468,"threshold_uncertainty_score":0.024148703},"labels":[],"label_agreement":null},{"id":"W2596981738","doi":"10.1504/ijbpim.2017.082747","title":"An intelligent framework for auto-filling web forms from different web applications","year":2017,"lang":"en","type":"article","venue":"International Journal of Business Process Integration and Management","topic":"Recommender Systems and Techniques","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"IBM (Canada); Queen's University","funders":"","keywords":"Computer science; Web modeling; World Wide Web; Web navigation; Web intelligence; Web service; Web design; Web engineering; Web development; Web standards; Mashup; Web page; Precision and recall; Information retrieval","score_opus":0.033225909246346615,"score_gpt":0.3397407211007583,"score_spread":0.3065148118544117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596981738","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012417619,0.00035235315,0.96536493,0.00020803949,0.000026664502,0.0003657743,0.00023065589,0.020225374,0.0008085899],"genre_scores_gemma":[0.08156057,0.00014650013,0.91510534,0.00015253099,0.00002168538,0.00017900424,0.00077771035,0.00036648338,0.0016900693],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99353206,0.0018809518,0.0006298152,0.0016385657,0.002048981,0.00026954914],"domain_scores_gemma":[0.9901444,0.0030358934,0.0009872825,0.0034235197,0.0020304169,0.00037859398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065794885,0.0018042644,0.0014068057,0.004862523,0.001528315,0.0026593527,0.003287094,0.0022181957,0.00136788],"category_scores_gemma":[0.0139362095,0.0012447158,0.0018396692,0.0027622143,0.0013335053,0.005415646,0.0029626444,0.0024419785,0.0015186216],"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":[0.00039141823,0.0008246229,0.0112688355,0.00048222093,0.00019392726,0.0005108733,0.0030328792,0.018902607,0.039639298,0.017131418,0.008176888,0.89944506],"study_design_scores_gemma":[0.000113377646,0.0005134652,0.008276226,0.00020453044,0.0003461769,0.0015958778,0.0007966121,0.82721287,0.0611645,0.027341466,0.0721127,0.00032211744],"about_ca_topic_score_codex":0.013841748,"about_ca_topic_score_gemma":0.023550613,"teacher_disagreement_score":0.013841748,"about_ca_system_score_codex":0.0010330628,"about_ca_system_score_gemma":0.002765771,"threshold_uncertainty_score":0.03479606},"labels":[],"label_agreement":null},{"id":"W2946122393","doi":"10.1504/ijbpim.2019.099874","title":"Machine-to-infrastructure middleware platform for data management in IoT","year":2019,"lang":"en","type":"article","venue":"International Journal of Business Process Integration and Management","topic":"IoT and Edge/Fog Computing","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":"Computer science; Interoperability; Middleware (distributed applications); MQTT; Cloud computing; Communications protocol; Protocol (science); Context (archaeology); Machine to machine; Ontology; Distributed computing; Internet of Things; Computer network; World Wide Web; Operating system","score_opus":0.024801761304312955,"score_gpt":0.3008022667808723,"score_spread":0.27600050547655935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946122393","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013853492,0.0013097312,0.9486034,0.00088509434,0.0005910169,0.00050131936,0.00025533413,0.021556184,0.012444439],"genre_scores_gemma":[0.33539325,0.0017250859,0.6369706,0.0009854726,0.00036620963,0.0008329124,0.0026934373,0.0017100695,0.019322947],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99864775,0.00021865682,0.000248878,0.0002308307,0.00049462036,0.00015924653],"domain_scores_gemma":[0.9991285,0.00010757998,0.000078182406,0.0003206475,0.00019000925,0.00017519569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017107651,0.00061528303,0.0007425538,0.0009042753,0.00089563784,0.0030603267,0.0024935424,0.0010134354,0.0026981593],"category_scores_gemma":[0.0022325178,0.00046627858,0.00090630184,0.0009746096,0.000611333,0.0035032423,0.0033367358,0.0020493525,0.0017796329],"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":[0.00084542774,0.0010243925,0.0067896643,0.0014878678,0.0004901302,0.0031545884,0.0028384188,0.030699432,0.14728852,0.25952533,0.06534737,0.4805089],"study_design_scores_gemma":[0.00014058445,0.00043782013,0.0045490996,0.0003111774,0.00027677586,0.0018103372,0.00071517954,0.38798234,0.07071289,0.08822089,0.44456664,0.00027633965],"about_ca_topic_score_codex":0.0012655967,"about_ca_topic_score_gemma":0.0010990179,"teacher_disagreement_score":0.0030603267,"about_ca_system_score_codex":0.00080012437,"about_ca_system_score_gemma":0.0018362034,"threshold_uncertainty_score":0.009047449},"labels":[],"label_agreement":null},{"id":"W4252330997","doi":"10.1504/ijbpim.2019.10021510","title":"Machine-to-infrastructure middleware platform for data management in IoT","year":2019,"lang":"en","type":"article","venue":"International Journal of Business Process Integration and Management","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; Interoperability; Middleware (distributed applications); MQTT; Cloud computing; Communications protocol; Protocol (science); Context (archaeology); Machine to machine; Ontology; Internet of Things; Distributed computing; Computer network; World Wide Web; Operating system","score_opus":0.024801761304312955,"score_gpt":0.3008022667808723,"score_spread":0.27600050547655935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252330997","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013853492,0.0013097312,0.9486034,0.00088509434,0.0005910169,0.00050131936,0.00025533413,0.021556184,0.012444439],"genre_scores_gemma":[0.33539325,0.0017250859,0.6369706,0.0009854726,0.00036620963,0.0008329124,0.0026934373,0.0017100695,0.019322947],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99864775,0.00021865682,0.000248878,0.0002308307,0.00049462036,0.00015924653],"domain_scores_gemma":[0.9991285,0.00010757998,0.000078182406,0.0003206475,0.00019000925,0.00017519569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017107651,0.00061528303,0.0007425538,0.0009042753,0.00089563784,0.0030603267,0.0024935424,0.0010134354,0.0026981593],"category_scores_gemma":[0.0022325178,0.00046627858,0.00090630184,0.0009746096,0.000611333,0.0035032423,0.0033367358,0.0020493525,0.0017796329],"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":[0.00084542774,0.0010243925,0.0067896643,0.0014878678,0.0004901302,0.0031545884,0.0028384188,0.030699432,0.14728852,0.25952533,0.06534737,0.4805089],"study_design_scores_gemma":[0.00014058445,0.00043782013,0.0045490996,0.0003111774,0.00027677586,0.0018103372,0.00071517954,0.38798234,0.07071289,0.08822089,0.44456664,0.00027633965],"about_ca_topic_score_codex":0.0012655967,"about_ca_topic_score_gemma":0.0010990179,"teacher_disagreement_score":0.0030603267,"about_ca_system_score_codex":0.00080012437,"about_ca_system_score_gemma":0.0018362034,"threshold_uncertainty_score":0.009047449},"labels":[],"label_agreement":null}]}