{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":31,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":31,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"9460e78f15ee","filters":{"venue":"International Journal of Systems Assurance Engineering and Management"}},"results":[{"id":"W2157694744","doi":"10.1007/s13198-013-0166-5","title":"Machine learning approaches to predict coagulant dosage in water treatment plants","year":2013,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; Okanagan College; University of Calgary","funders":"","keywords":"Support vector machine; Radial basis function; Kernel (algebra); Radial basis function kernel; Polynomial; Polynomial kernel; Regression; Artificial intelligence; Function (biology); Computer science; Machine learning; Mathematics; Kernel method; Statistics; Artificial neural network","authors":[{"name":"Kejiang Zhang","is_ca":true},{"name":"Gopal Achari","is_ca":true},{"name":"Hua Li","is_ca":false},{"name":"Amin Zargar","is_ca":true},{"name":"Rehan Sadiq","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03023447086668092,"gpt":0.2101403132401618,"spread":0.1799058423734809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001033093,0.0006562339,0.0006061722,0.001156113,0.0004155187,0.0007491572,0.0008999432,0.001290604,0.0007124022],"category_scores_gemma":[0.00260976,0.0004305316,0.0005958178,0.0005812212,0.0003484006,0.0006474862,0.0003460843,0.001098711,0.0002055585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170785,"about_ca_system_score_gemma":0.0005879006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009008404,"about_ca_topic_score_gemma":0.007708884,"domain_scores_codex":[0.999707,0.0001000103,0.00002951371,0.00006235825,0.00006676054,0.00003420973],"domain_scores_gemma":[0.9979467,0.001559689,0.0001500864,0.00004613927,0.000262024,0.0000352317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007634188,0.0001499893,0.004110877,0.00003546819,0.00004487976,0.00002612735,0.00001576932,0.9502986,0.0009404855,0.0005172897,0.0003200079,0.04346416],"study_design_scores_gemma":[0.000001703583,0.000008559618,0.0003020977,0.000001077424,0.000002094007,0.00000173261,0.000001849476,0.9991394,0.0002714515,0.0002455213,0.00002295849,0.000001383881],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6301112,0.001558942,0.3631972,0.0007985598,0.0001055432,0.00009514593,0.000269545,0.0006083387,0.003255456],"genre_scores_gemma":[0.9778759,0.0001971456,0.01997066,0.00004474271,0.00003881132,0.000044767,0.0001612045,0.00001327451,0.001653403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009008404,"threshold_uncertainty_score":0.01791197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033144398","doi":"10.1007/s13198-014-0218-5","title":"A new method in failure mode and effects analysis based on evidential reasoning","year":2014,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":37,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"TOPSIS; Ranking (information retrieval); Failure mode and effects analysis; Ideal solution; Aggregate (composite); Data mining; Similarity (geometry); Fuzzy logic; Rank (graph theory); Evidential reasoning approach; Preference; Computer science; Construct (python library); Risk analysis (engineering); Mathematics; Reliability engineering; Artificial intelligence; Operations research; Engineering; Decision support system; Statistics","authors":[{"name":"Yuxian Du","is_ca":false},{"name":"Hongming Mo","is_ca":false},{"name":"Xinyang Deng","is_ca":false},{"name":"Rehan Sadiq","is_ca":true},{"name":"Yong Deng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01913411995386418,"gpt":0.3675207008845897,"spread":0.3483865809307255,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003805132,0.001204928,0.00170819,0.002686893,0.0009918583,0.002084866,0.002379857,0.00150017,0.003726861],"category_scores_gemma":[0.008220129,0.0006268432,0.002181926,0.001591909,0.001298488,0.003250019,0.002192274,0.002707561,0.0008076456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006979529,"about_ca_system_score_gemma":0.001539697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001345949,"about_ca_topic_score_gemma":0.001145976,"domain_scores_codex":[0.9963633,0.001281718,0.0002842823,0.0005886919,0.001370869,0.0001111641],"domain_scores_gemma":[0.9957554,0.002920055,0.0002096746,0.0004128164,0.0006170518,0.00008505295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001880448,0.0003000364,0.001250229,0.0006622431,0.0003674256,0.0003574331,0.0005057053,0.1607229,0.01277976,0.2989972,0.003725736,0.5201433],"study_design_scores_gemma":[0.00003007879,0.00007882166,0.0002701552,0.00005473272,0.00009185266,0.0001896524,0.00002558977,0.8692822,0.002020738,0.1232516,0.004661977,0.00004259773],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0005206854,0.00008409293,0.9987503,0.00003161489,0.00002472198,0.00002068875,0.00001499841,0.00006922337,0.0004836173],"genre_scores_gemma":[0.07316864,0.0002945143,0.9242945,0.0001059461,0.0001092922,0.0002040555,0.0001014121,0.00006571616,0.001655879],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003805132,"threshold_uncertainty_score":0.02012372,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2034970247","doi":"10.1007/s13198-012-0106-9","title":"Optimal replenishment and credit policy in EOQ model under two-levels of trade credit policy when demand is influenced by credit period","year":2012,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Economic order quantity; Trade credit; Economics; Period (music); Econometrics; Monetary economics; Business; Finance; Supply chain","authors":[{"name":"Chandra K. Jaggi","is_ca":false},{"name":"P. K. Kapur","is_ca":false},{"name":"Shradha Goyal","is_ca":true},{"name":"Satish K. Goel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01396253221350668,"gpt":0.2463074452627502,"spread":0.2323449130492435,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001624766,0.0008155027,0.001854002,0.0007082954,0.0006543915,0.003727638,0.002309147,0.004356726,0.006540867],"category_scores_gemma":[0.005510079,0.001113348,0.0009083409,0.0008127448,0.001508199,0.00281329,0.001114643,0.002381857,0.0003279096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002186034,"about_ca_system_score_gemma":0.002088841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02716015,"about_ca_topic_score_gemma":0.009925855,"domain_scores_codex":[0.9992793,0.0002170723,0.00003108966,0.0001574843,0.00005376895,0.0002613009],"domain_scores_gemma":[0.9973533,0.00161773,0.0003616267,0.00008244804,0.0003184634,0.0002663786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002082607,0.0000618311,0.001126386,0.00006595069,0.00002958044,0.0003104617,0.00004891061,0.9689301,0.0006674831,0.02520851,0.001242648,0.002099849],"study_design_scores_gemma":[0.00003979017,0.00002440339,0.0004145178,0.000008836718,0.00001832765,0.00002826914,0.00004032934,0.9924099,0.00008326523,0.006730811,0.0001870697,0.00001441534],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6959481,0.002393467,0.2517245,0.008153021,0.0004954718,0.0001856714,0.001684508,0.0004710421,0.0389441],"genre_scores_gemma":[0.9896913,0.0003079736,0.002600319,0.0001227656,0.00004815629,0.00003401285,0.0001223611,0.00002174668,0.007051381],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02716015,"threshold_uncertainty_score":0.05400407,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2915946090","doi":"10.1007/s13198-019-00774-0","title":"An algorithm for performance evaluation of resilience engineering culture based on graph theory and matrix approach","year":2019,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Pillar; Strengths and weaknesses; Graph theory; Petrochemical; Resilience (materials science); Matrix (chemical analysis); Computer science; Engineering; Algorithm; Risk analysis (engineering); Mathematics; Business","authors":[{"name":"Masoud Rabbani","is_ca":false},{"name":"Reza Yazdanparast","is_ca":false},{"name":"Mahdi Mobini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00607734035967177,"gpt":0.2344651905958968,"spread":0.228387850236225,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001268253,0.00124369,0.001374118,0.003043221,0.001047492,0.001763593,0.001838529,0.001472779,0.006290352],"category_scores_gemma":[0.004992179,0.0003438045,0.0008603234,0.001914504,0.0006360103,0.001457853,0.001388889,0.0008755182,0.001330072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001717597,"about_ca_system_score_gemma":0.002282989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008558541,"about_ca_topic_score_gemma":0.005180548,"domain_scores_codex":[0.9986914,0.0002995078,0.00009090516,0.0002984807,0.0004571515,0.0001624679],"domain_scores_gemma":[0.9975874,0.001144219,0.0001771428,0.0001706183,0.0008306677,0.00008986564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003793382,0.0002738977,0.002729089,0.0002720098,0.0001269292,0.0001112651,0.0001475187,0.3700984,0.007949986,0.01958156,0.00799476,0.5903352],"study_design_scores_gemma":[0.00004594119,0.00007926215,0.0004052551,0.00001524922,0.00002353511,0.00005244508,0.00005158169,0.9886262,0.002219792,0.007561784,0.0009060876,0.00001286316],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01398625,0.0001288109,0.9805148,0.0001397542,0.00005347851,0.0002277307,0.0002153507,0.002579185,0.002154651],"genre_scores_gemma":[0.1471452,0.00008025186,0.8500832,0.00005418296,0.00002780679,0.0003981355,0.0006512832,0.0001519395,0.001407976],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008558541,"threshold_uncertainty_score":0.0210433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060173669","doi":"10.1007/s13198-014-0291-9","title":"Practical implications of managerial decisions to integrate production scheduling and maintenance","year":2014,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Scheduling and Optimization Algorithms","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"King Fahd University of Petroleum and Minerals","keywords":"Preventive maintenance; Scheduling (production processes); Corrective maintenance; Production (economics); Computer science; Operations research; Risk analysis (engineering); Planned maintenance; Integrated production; Operations management; Reliability engineering; Engineering; Business; Economics; Microeconomics","authors":[{"name":"Laith A. Hadidi","is_ca":false},{"name":"Umar M. Al‐Turki","is_ca":false},{"name":"M. Abdur Rahim","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01187074609343119,"gpt":0.2540783675071591,"spread":0.2422076214137279,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01291526,0.0007574874,0.0004545206,0.0006861672,0.001386598,0.003961583,0.001722668,0.00353215,0.01145811],"category_scores_gemma":[0.0595655,0.0005087912,0.0004338922,0.0007147541,0.001882532,0.004052698,0.001560311,0.002870232,0.0004379775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003035456,"about_ca_system_score_gemma":0.005689545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005528164,"about_ca_topic_score_gemma":0.007644051,"domain_scores_codex":[0.994024,0.004091958,0.0001629592,0.0003853745,0.0008881142,0.0004476865],"domain_scores_gemma":[0.9644302,0.03051923,0.001342834,0.0009433086,0.001885767,0.0008787481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001124218,0.001211044,0.01090293,0.000274118,0.0001158557,0.0008178239,0.0008196443,0.4189565,0.002204638,0.4214849,0.009964597,0.1321237],"study_design_scores_gemma":[0.0003854499,0.0003790424,0.004434788,0.0001506795,0.00007408069,0.0001648398,0.001545431,0.500861,0.001290389,0.4826044,0.008044249,0.00006567024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3921744,0.002246577,0.2970399,0.1344051,0.001228752,0.0006542244,0.0003643301,0.0002414602,0.1716453],"genre_scores_gemma":[0.9666112,0.0002215701,0.03052253,0.0006638262,0.0001784913,0.00007429847,0.0000312015,0.00001748964,0.001679319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01291526,"threshold_uncertainty_score":0.06830323,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2076058259","doi":"10.1007/s13198-014-0323-5","title":"Fault tree analysis based on TOPSIS and triangular fuzzy number","year":2014,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Fault tree analysis; TOPSIS; Ideal solution; Fuzzy logic; Similarity (geometry); Computer science; Fuzzy number; Data mining; Fault (geology); Preference; Tree (set theory); Mathematics; Algorithm; Reliability engineering; Fuzzy set; Statistics; Operations research; Artificial intelligence; Engineering; Combinatorics","authors":[{"name":"Hongping Wang","is_ca":false},{"name":"Xi Lu","is_ca":false},{"name":"Yuxian Du","is_ca":false},{"name":"Chenwei Zhang","is_ca":false},{"name":"Rehan Sadiq","is_ca":true},{"name":"Yong Deng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02954786517711518,"gpt":0.3333998322670876,"spread":0.3038519670899725,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00165898,0.0007399268,0.001301379,0.00523636,0.001140686,0.002018382,0.0008815096,0.0006029736,0.0038905],"category_scores_gemma":[0.005368699,0.0002355222,0.001523727,0.004151622,0.0004793406,0.001900668,0.0005749349,0.0006969971,0.0003244702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001614802,"about_ca_system_score_gemma":0.002271431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01034943,"about_ca_topic_score_gemma":0.006981413,"domain_scores_codex":[0.9974437,0.000613643,0.0001859305,0.0002406898,0.001334031,0.0001820836],"domain_scores_gemma":[0.9974564,0.001325574,0.0002004303,0.00008922842,0.0008654326,0.00006300989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004495254,0.0001980083,0.008827217,0.001199094,0.0004887043,0.0006720623,0.0007769584,0.500698,0.01107751,0.05115145,0.003984423,0.4204771],"study_design_scores_gemma":[0.00002018578,0.0001684412,0.002268548,0.00005067691,0.0001427994,0.0001767805,0.000277106,0.9696894,0.002396685,0.02352539,0.001242286,0.0000418194],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05819521,0.0003798497,0.9346666,0.0001933811,0.0000707264,0.0002583494,0.0003464565,0.0003765162,0.005512855],"genre_scores_gemma":[0.7614328,0.0004247327,0.2360024,0.0000317962,0.00002908015,0.000170468,0.0004759785,0.00002460771,0.001408122],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01034943,"threshold_uncertainty_score":0.02057838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2320602732","doi":"10.1007/s13198-016-0444-0","title":"Generalized fuzzy cognitive maps: a new extension of fuzzy cognitive maps","year":2016,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Cognitive Science and Mapping","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Fuzzy cognitive map; Extension (predicate logic); Frame (networking); Interval (graph theory); Fuzzy logic; Computer science; Artificial intelligence; Data mining; Cognitive map; Cognition; Fuzzy classification; Mathematics; Fuzzy set","authors":[{"name":"Bingyi Kang","is_ca":false},{"name":"Hongming Mo","is_ca":false},{"name":"Rehan Sadiq","is_ca":true},{"name":"Yong Deng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01481326795369175,"gpt":0.2441516046413482,"spread":0.2293383366876564,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009780057,0.0007299494,0.0006758213,0.001938473,0.0007671856,0.00290252,0.00131013,0.0008913327,0.003051815],"category_scores_gemma":[0.005226084,0.0002522105,0.001117076,0.002023626,0.001747965,0.004087759,0.001984189,0.00118276,0.0003750641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008798371,"about_ca_system_score_gemma":0.001296623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003010844,"about_ca_topic_score_gemma":0.002107062,"domain_scores_codex":[0.998944,0.0003339136,0.00005829978,0.0002322025,0.0003480689,0.00008352674],"domain_scores_gemma":[0.9982146,0.0007111056,0.0001682959,0.00026762,0.0004643007,0.0001741088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001252954,0.00006289049,0.001128445,0.0003340176,0.0001354909,0.0004262723,0.001363809,0.02054238,0.003528139,0.8448794,0.002945059,0.1245289],"study_design_scores_gemma":[0.00002602945,0.00006703119,0.0007788954,0.00005339765,0.00005989197,0.0003876637,0.0002950906,0.08612762,0.0009123874,0.8936697,0.01757078,0.00005151605],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03828043,0.001722648,0.9325051,0.0008071855,0.0003675453,0.0001496179,0.0004033851,0.0004820518,0.02528204],"genre_scores_gemma":[0.6204395,0.001843063,0.3680073,0.0003856005,0.0004186632,0.000337677,0.0003336278,0.00009566431,0.008138922],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003051815,"threshold_uncertainty_score":0.01020932,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1992672940","doi":"10.1007/s13198-012-0133-6","title":"Online monitoring of drinking water quality in a distribution network: a selection procedure for suitable water quality parameters and sensor devices","year":2012,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Water quality; Quality (philosophy); Selection (genetic algorithm); Environmental science; Environmental engineering; Reliability engineering; Computer science; Process engineering; Engineering; Artificial intelligence; Ecology","authors":[{"name":"Adam F. Lee","is_ca":true},{"name":"Alex Francisque","is_ca":true},{"name":"Homayoun Najjaran","is_ca":true},{"name":"Manuel J. Rodríguez","is_ca":true},{"name":"Mina Hoorfar","is_ca":true},{"name":"Syed Imran","is_ca":false},{"name":"Rehan Sadiq","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02505873500510572,"gpt":0.2803583505275685,"spread":0.2552996155224627,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008741615,0.0006936907,0.0006477035,0.001208224,0.0005374336,0.0005756851,0.0005188279,0.000454796,0.004048889],"category_scores_gemma":[0.002177978,0.0002405899,0.0004458132,0.0004890197,0.0002576996,0.0006532151,0.0005968539,0.0003093032,0.0007568976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002427061,"about_ca_system_score_gemma":0.0005949929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008025775,"about_ca_topic_score_gemma":0.001913875,"domain_scores_codex":[0.9994255,0.0001103988,0.00005050727,0.0001136305,0.0002243724,0.00007564663],"domain_scores_gemma":[0.9986684,0.0006130047,0.0001140782,0.0001688184,0.0003451676,0.00009062816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001418707,0.0006567117,0.01507975,0.0002873871,0.00006762511,0.001001186,0.0002893178,0.01242188,0.3434131,0.001982033,0.003394353,0.619988],"study_design_scores_gemma":[0.00026586,0.001911375,0.06672231,0.00009301567,0.0003365248,0.001684839,0.0006522006,0.4652242,0.4436343,0.005855241,0.0134677,0.0001525186],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2275401,0.0002105646,0.7623362,0.0001500809,0.00004601828,0.0008678438,0.0004566101,0.003007251,0.005385434],"genre_scores_gemma":[0.6367044,0.0001509488,0.3574789,0.00007736799,0.00003025945,0.0004810531,0.0005798954,0.000126755,0.004370335],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004048889,"threshold_uncertainty_score":0.01354486,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2895106988","doi":"10.1007/s13198-018-0751-8","title":"Application of BOCR models in service oriented architecture (SOA): study on model validation through quantification for QoS considerations","year":2018,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Service-oriented architecture; OASIS SOA Reference Model; Computer science; Model validation; Architecture; Quality of service; Systems engineering; Reliability engineering; Engineering; Web service; Computer network; Data science; Geography; World Wide Web","authors":[{"name":"Ravi Kumar Gedela","is_ca":false},{"name":"K. Krishna Mohan","is_ca":true},{"name":"V. Kamakshi Prasad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02184684206097994,"gpt":0.2778167498071089,"spread":0.255969907746129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009966687,0.0008290862,0.0007237003,0.002128985,0.00109106,0.00250097,0.002130106,0.001264602,0.002022754],"category_scores_gemma":[0.04480364,0.0004273197,0.001285523,0.001386684,0.001446845,0.004435308,0.001895143,0.002276965,0.0002046713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002022634,"about_ca_system_score_gemma":0.00279565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01130069,"about_ca_topic_score_gemma":0.004675516,"domain_scores_codex":[0.9937443,0.003169123,0.0002888434,0.0005543315,0.001897623,0.0003458074],"domain_scores_gemma":[0.9668205,0.02302803,0.001865502,0.003730481,0.004355212,0.0002002947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003089549,0.0003455215,0.009086487,0.0004800223,0.0001169418,0.0002743409,0.001304385,0.4284272,0.01035696,0.4819214,0.001103189,0.06627449],"study_design_scores_gemma":[0.00001034855,0.00005845239,0.0005265981,0.00006280722,0.00003954491,0.00004162951,0.0001176348,0.9625598,0.00390537,0.03154963,0.001107975,0.00002018839],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1257434,0.0003714742,0.8620077,0.0005633241,0.0000838554,0.0001609073,0.0001128853,0.0005522799,0.01040415],"genre_scores_gemma":[0.8588054,0.0002529637,0.1384775,0.00009772728,0.00002264564,0.0001512673,0.0002088732,0.0002492647,0.001734385],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01130069,"threshold_uncertainty_score":0.05270952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3195107808","doi":"10.1007/s13198-021-01231-7","title":"An integrated risk assessment and prediction framework for fire ignition sources in smart-green multi-unit residential buildings","year":2021,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Benchmarking; Engineering; Identification (biology); Computer science; Business","authors":[{"name":"Rachid Ouache","is_ca":true},{"name":"Gyan Chhipi‐Shrestha","is_ca":true},{"name":"Kasun Hewage","is_ca":true},{"name":"Rehan Sadiq","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0162863730606728,"gpt":0.3196048731067267,"spread":0.3033185000460539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001566409,0.001049125,0.001254425,0.001514077,0.0006219311,0.001961005,0.001730805,0.001013489,0.001595389],"category_scores_gemma":[0.002014185,0.0004722846,0.001046206,0.0007565258,0.0004537611,0.001458683,0.001708116,0.0008287773,0.0002383482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001280512,"about_ca_system_score_gemma":0.002635834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03818332,"about_ca_topic_score_gemma":0.03274607,"domain_scores_codex":[0.9992824,0.000136747,0.00005635213,0.0001700559,0.0002295509,0.0001248485],"domain_scores_gemma":[0.9993037,0.0002239945,0.00009636355,0.00003310649,0.0002648806,0.00007785286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005183694,0.0001328928,0.003126801,0.00003057245,0.00007830258,0.0001000456,0.00005617957,0.9670427,0.001093647,0.005101266,0.000407057,0.02277861],"study_design_scores_gemma":[0.000001939243,0.000008361771,0.0002195341,0.000002405502,0.000009404215,0.00000641107,0.000009951558,0.998638,0.0001020612,0.0009262188,0.00007239756,0.000003485851],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07745908,0.0003605208,0.9186845,0.0003269046,0.00003644918,0.0001105436,0.0002416734,0.0006364819,0.002143711],"genre_scores_gemma":[0.8973668,0.0002634975,0.0997631,0.00005830973,0.00004564012,0.0001286377,0.0003676839,0.00003180329,0.00197457],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03818332,"threshold_uncertainty_score":0.07592213,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1991615659","doi":"10.1007/s13198-014-0318-2","title":"A comparison of membership function shapes in a fuzzy-based fugacity model for disinfection byproducts in indoor swimming pools","year":2014,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Université Laval; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Fugacity; Probabilistic logic; Membership function; Fuzzy logic; Function (biology); Statistics; Fuzzy number; Signed distance function; Fuzzy set; Mass transfer; Applied mathematics; Mathematics; Computer science; Environmental science; Data mining; Artificial intelligence; Mechanics; Thermodynamics; Physics","authors":[{"name":"Roberta Dyck","is_ca":true},{"name":"Rehan Sadiq","is_ca":true},{"name":"Manuel J. Rodríguez","is_ca":true},{"name":"Sabrina Simard","is_ca":true},{"name":"Robert Tardif","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01522773572920193,"gpt":0.247261541956813,"spread":0.2320338062276111,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001207399,0.000602378,0.0006952364,0.0006313208,0.0006663803,0.001341828,0.001248341,0.001623459,0.001315596],"category_scores_gemma":[0.002335903,0.0003476917,0.001005266,0.0004228804,0.0005706737,0.0009837347,0.0006089412,0.0006345714,0.00017278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001505566,"about_ca_system_score_gemma":0.0009496409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02991791,"about_ca_topic_score_gemma":0.01164934,"domain_scores_codex":[0.9997395,0.00009709554,0.00001162262,0.00004686667,0.00005023291,0.00005472929],"domain_scores_gemma":[0.9991984,0.0004597127,0.00006057369,0.00004136909,0.0001961139,0.00004383127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004607236,0.00002027228,0.000650395,0.00001581704,0.000009506274,0.00003059881,0.00005262869,0.9933921,0.0007206972,0.001750112,0.00007544336,0.003236373],"study_design_scores_gemma":[0.000001574634,0.00001361968,0.0001732408,0.000004097217,0.000003951605,0.000003865931,0.00001434042,0.9992073,0.0001559215,0.0003688141,0.00005024971,0.000003104462],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4716773,0.0003948834,0.518394,0.0003691852,0.00005265815,0.0001053561,0.00014113,0.0002140815,0.008651323],"genre_scores_gemma":[0.9902395,0.00008179768,0.008090666,0.00002134866,0.000004291467,0.00004484683,0.00003868864,0.00001308802,0.00146576],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02991791,"threshold_uncertainty_score":0.05948752,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2918157600","doi":"10.1007/s13198-019-00772-2","title":"Intelligent control of a brushless doubly-fed induction generator","year":2019,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"PID controller; Control theory (sociology); Engineering; Fuzzy logic; Controller (irrigation); Stator; Control engineering; Induction generator; Electronic speed control; Converters; Doubly fed electric machine; Generator (circuit theory); Fuzzy control system; Power (physics); Voltage; Computer science; AC power; Control (management); Temperature control; Electrical engineering; Artificial intelligence","authors":[{"name":"Zoheir Tir","is_ca":false},{"name":"Om Malik","is_ca":true},{"name":"Mohammad Naser Hashemnia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005434939491768313,"gpt":0.1933560684856075,"spread":0.1879211289938392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003106375,0.0003342161,0.0004424225,0.0002069037,0.0004116775,0.0008054413,0.0004841122,0.0004019099,0.001012945],"category_scores_gemma":[0.0004676992,0.0001529819,0.000213599,0.0001239332,0.0003371679,0.0002614933,0.0002868899,0.0003803882,0.0002193741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001689215,"about_ca_system_score_gemma":0.0002058229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000640878,"about_ca_topic_score_gemma":0.001103329,"domain_scores_codex":[0.999838,0.00003354382,0.00001362225,0.00003944843,0.00005678635,0.0000187073],"domain_scores_gemma":[0.9997738,0.00007131376,0.0000585001,0.00002817034,0.00004984413,0.00001836607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001523625,0.0003795355,0.003105742,0.0004457723,0.0001655982,0.0009384909,0.000396486,0.4121692,0.2294527,0.0145355,0.003378785,0.3335086],"study_design_scores_gemma":[0.00007503341,0.0003364495,0.001367598,0.000009204196,0.0000311313,0.00008298031,0.00001106739,0.9884192,0.007214362,0.001186387,0.001257221,0.000009392115],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2460296,0.0006174149,0.7371457,0.0003958703,0.0003660585,0.00008885637,0.00006705536,0.001728916,0.01356046],"genre_scores_gemma":[0.9939852,0.00004261716,0.005123987,0.00002301158,0.00001768608,0.00001149544,0.00001067674,0.000008905704,0.0007764745],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001012945,"threshold_uncertainty_score":0.003388643,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025868944","doi":"10.1007/s13198-012-0136-3","title":"Data fusion-based risk assessment framework: an example of benzene","year":2012,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Canada; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Risk assessment; Human health; Risk analysis (engineering); Data integration; Computer science; Process (computing); Sensor fusion; Data mining; Data science; Machine learning; Environmental health; Business; Medicine","authors":[{"name":"M. Shafiqul Islam","is_ca":true},{"name":"Amin Zargar","is_ca":true},{"name":"Roberta Dyck","is_ca":true},{"name":"Asish Mohapatra","is_ca":true},{"name":"Rehan Sadiq","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04160614881164183,"gpt":0.3262278081444694,"spread":0.2846216593328276,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00481783,0.0007389748,0.0008513785,0.001783702,0.001202627,0.002807662,0.001561489,0.001717825,0.003592771],"category_scores_gemma":[0.004594544,0.0002489198,0.001180036,0.001942576,0.0008299003,0.002097253,0.001993823,0.001275993,0.0005653005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001327149,"about_ca_system_score_gemma":0.002463275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01144983,"about_ca_topic_score_gemma":0.008016539,"domain_scores_codex":[0.9982162,0.0005433087,0.0001014259,0.0001830465,0.0008137267,0.000142285],"domain_scores_gemma":[0.9978712,0.0007876742,0.0001447321,0.0002809214,0.0008059429,0.0001095097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007270856,0.0004526506,0.0110147,0.0003499069,0.0003967973,0.00146012,0.0006025398,0.4802055,0.01203587,0.301182,0.01061116,0.1809616],"study_design_scores_gemma":[0.00004168358,0.00021323,0.001830602,0.00005948039,0.00009937957,0.0003563031,0.0001427176,0.863326,0.006928272,0.1147022,0.0122242,0.00007596275],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0406086,0.0007310032,0.9416013,0.002240037,0.00008336755,0.0001799865,0.0007655575,0.001611826,0.01217834],"genre_scores_gemma":[0.6067782,0.0006580333,0.3861828,0.0003094205,0.00005216069,0.0001106273,0.0006510551,0.0001455256,0.005112267],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01144983,"threshold_uncertainty_score":0.02547944,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087248951","doi":"10.1007/s13198-010-0020-y","title":"Incorporating wind power in generating system reliability evaluation","year":2010,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Wind power; Reliability engineering; Reliability (semiconductor); Electric power system; Engineering; Power (physics); Electrical engineering","authors":[{"name":"R. Billinton","is_ca":true},{"name":"Rajesh Karki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004872381663384981,"gpt":0.2099787755057599,"spread":0.2051063938423749,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008806877,0.0005997422,0.0004586791,0.0006612281,0.0002720195,0.0005299973,0.0003409963,0.0004915771,0.001089448],"category_scores_gemma":[0.004548264,0.0004583205,0.0003305096,0.0003819499,0.0001428711,0.001361295,0.0002414836,0.0004549222,0.0001770899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002910089,"about_ca_system_score_gemma":0.000373453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005677136,"about_ca_topic_score_gemma":0.01294549,"domain_scores_codex":[0.9996,0.0002021162,0.00002238745,0.00002416756,0.0001192816,0.00003209841],"domain_scores_gemma":[0.9984488,0.0008312907,0.0001022644,0.00009710948,0.0004713687,0.00004918444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001073479,0.00008485924,0.006414792,0.00003837342,0.00005224712,0.00009577564,0.00001762542,0.9630745,0.002896365,0.0008145574,0.0001555737,0.026248],"study_design_scores_gemma":[0.000004448115,0.0000512935,0.001672918,0.00000495856,0.00001374412,0.00001044172,0.000005488322,0.9971721,0.0007319616,0.0002491719,0.0000789253,0.000004640171],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7028488,0.0002675942,0.2887682,0.0001047899,0.00009200075,0.0001238637,0.0001683761,0.0004518883,0.007174497],"genre_scores_gemma":[0.983073,0.00005956948,0.01601249,0.000007469931,0.000008362807,0.00001400405,0.00005729796,0.00003039893,0.0007375338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005677136,"threshold_uncertainty_score":0.01128817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008385561","doi":"10.1007/s13198-014-0249-y","title":"Reliability for multiple units adopting sequential imperfect maintenance policies","year":2014,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"King Fahd University of Petroleum and Minerals","keywords":"Preventive maintenance; Imperfect; Reliability engineering; Reliability (semiconductor); Unit (ring theory); Process (computing); Computer science; Engineering","authors":[{"name":"Laith A. Hadidi","is_ca":false},{"name":"Abdur Rahim","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007634982855205097,"gpt":0.2087844573375434,"spread":0.2011494744823384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003135572,0.0007453858,0.0009698638,0.0007071138,0.0003212978,0.0008153112,0.001144261,0.0008358529,0.002165619],"category_scores_gemma":[0.008533997,0.0004701203,0.000643169,0.0007470816,0.0009742336,0.001022027,0.0005374042,0.0007985606,0.0001740526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001445852,"about_ca_system_score_gemma":0.0009038635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006524279,"about_ca_topic_score_gemma":0.003484035,"domain_scores_codex":[0.9993023,0.0002888305,0.00003583076,0.00009203316,0.0001175231,0.0001633865],"domain_scores_gemma":[0.9917678,0.005690866,0.001030703,0.0004745037,0.0008710849,0.0001649787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002989934,0.00002535469,0.0008012591,0.00003403977,0.00002013634,0.00006578073,0.00002164674,0.9911827,0.0009976907,0.003422707,0.0002016447,0.00292805],"study_design_scores_gemma":[0.00001138047,0.0000615243,0.0006577279,0.000003965821,0.00001741216,0.00002030223,0.00001573208,0.9971831,0.0002436324,0.00174873,0.00003131154,0.000005339126],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8872152,0.00056842,0.1070475,0.0005648309,0.00006699208,0.00003990671,0.0002190862,0.0002583097,0.004019827],"genre_scores_gemma":[0.996785,0.00005919163,0.002497884,0.00001089808,0.00001338168,0.000009734116,0.00003202838,0.00001456086,0.0005772748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006524279,"threshold_uncertainty_score":0.01658273,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2103826187","doi":"10.1007/s13198-010-0022-9","title":"Estimation of cost of unserved energy: a customer survey approach","year":2010,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Reliability (semiconductor); Estimation; Investment (military); Order (exchange); Business; Power (physics); Environmental economics; Transport engineering; Engineering; Finance; Economics","authors":[{"name":"Nava Raj Karki","is_ca":false},{"name":"Rajesh Karki","is_ca":true},{"name":"Ajit Kumar Verma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006677605319313404,"gpt":0.2038194256355243,"spread":0.1971418203162109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001699407,0.0003943481,0.000541908,0.002638516,0.0002659066,0.0007347437,0.0008306524,0.0008775168,0.002009339],"category_scores_gemma":[0.007768486,0.0003478091,0.0006599092,0.003141695,0.0001964481,0.001122785,0.0004345767,0.0004709954,0.0005593211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006004322,"about_ca_system_score_gemma":0.0004315239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007652943,"about_ca_topic_score_gemma":0.008154871,"domain_scores_codex":[0.9979351,0.001164921,0.0001298389,0.0001504962,0.0004715649,0.0001482444],"domain_scores_gemma":[0.9877034,0.008144055,0.001560254,0.000573581,0.001755238,0.0002635074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000339785,0.0004184158,0.9044898,0.0001035678,0.0003609298,0.0002394631,0.0002759123,0.0459573,0.001043847,0.001004422,0.001374035,0.04439254],"study_design_scores_gemma":[0.00002044213,0.001289371,0.716959,0.0000303759,0.0002198307,0.0007145261,0.001654818,0.2747256,0.001493832,0.0008948505,0.001945725,0.00005179538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982525,0.0001352388,0.0138031,0.00008941776,0.000004460518,0.00005898537,0.001573139,0.00003776666,0.001772899],"genre_scores_gemma":[0.9953275,0.00007866534,0.002894913,0.0000163783,0.000005943311,0.00003945554,0.001107155,0.000004751054,0.0005253018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007652943,"threshold_uncertainty_score":0.01521677,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1994324208","doi":"10.1007/s13198-013-0204-3","title":"A new method of mapping relations from data based on artificial neural network","year":2013,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Artificial neural network; Key (lock); Relation (database); Computer science; Field (mathematics); Reliability (semiconductor); Data mining; Artificial intelligence; Graph; Machine learning; Mathematics; Theoretical computer science","authors":[{"name":"Yunpeng Li","is_ca":false},{"name":"Jie Liu","is_ca":false},{"name":"Qiuchen Bao","is_ca":false},{"name":"Wenxiao Xu","is_ca":false},{"name":"Rehan Sadiq","is_ca":true},{"name":"Yong Deng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02344631557999055,"gpt":0.2607655293630451,"spread":0.2373192137830546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001540506,0.0008461507,0.001084518,0.002613718,0.0006399226,0.001845897,0.001701245,0.001008532,0.002928431],"category_scores_gemma":[0.00405512,0.000516045,0.001088006,0.0029399,0.0005390309,0.002703677,0.001696595,0.001449922,0.001198249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004605569,"about_ca_system_score_gemma":0.001185709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00467866,"about_ca_topic_score_gemma":0.005219517,"domain_scores_codex":[0.9981236,0.0003176961,0.0001490385,0.0005958493,0.0007427574,0.00007109564],"domain_scores_gemma":[0.9987123,0.0005365264,0.00008956958,0.0002051706,0.000415448,0.00004092035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001314281,0.0001163491,0.001928075,0.0002865874,0.000276324,0.0002030243,0.0002127652,0.03059652,0.01298547,0.02026021,0.005059623,0.9279436],"study_design_scores_gemma":[0.00003969634,0.00009706772,0.002516934,0.00007094465,0.0001455899,0.0005011166,0.0001094927,0.938585,0.01119804,0.02832607,0.01834029,0.00006966992],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002098372,0.0003209,0.9958243,0.0000737261,0.00009220176,0.00004842893,0.00009563732,0.000720306,0.0007260828],"genre_scores_gemma":[0.06095725,0.0006662341,0.9327925,0.0001329396,0.0001377986,0.0002080153,0.0004838398,0.0001562161,0.004465154],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00467866,"threshold_uncertainty_score":0.009796619,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383621633","doi":"10.1007/s13198-023-02010-2","title":"A method to solve Pythagorean fuzzy transportation problems","year":2023,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Optimization and Mathematical Programming","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Pythagorean theorem; Fuzzy logic; Transportation theory; Product (mathematics); Fuzzy transportation; Mathematics; Computer science; Fuzzy set; Mathematical optimization; Operations research; Fuzzy number; Artificial intelligence","authors":[{"name":"Tanveen Kaur Bhatia","is_ca":false},{"name":"Amit Kumar","is_ca":false},{"name":"S. S. Appadoo","is_ca":true},{"name":"Manoj K. Sharma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009992202908025945,"gpt":0.246292364727612,"spread":0.236300161819586,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008305724,0.0006058834,0.0008796385,0.0008764192,0.0008578668,0.0006872231,0.001133159,0.0009910096,0.003568379],"category_scores_gemma":[0.001444965,0.000362176,0.001122582,0.0008427688,0.0005373553,0.0008732553,0.001041867,0.001523484,0.0004663451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000503757,"about_ca_system_score_gemma":0.001197743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00505034,"about_ca_topic_score_gemma":0.004881871,"domain_scores_codex":[0.9998005,0.00006171668,0.00001211906,0.0000334964,0.0000730295,0.00001902993],"domain_scores_gemma":[0.9996903,0.0001707613,0.0000156858,0.00002264674,0.00008301295,0.00001757687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001246001,0.0001502345,0.0007728258,0.0004127362,0.0001426611,0.0002017321,0.0002173094,0.556991,0.01004194,0.155258,0.004074928,0.2716119],"study_design_scores_gemma":[0.00001777316,0.00003431995,0.00009869852,0.00001370789,0.0000145065,0.00004126288,0.00001682707,0.9788955,0.0007637376,0.01646293,0.003630008,0.00001069565],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003778529,0.0001555488,0.993856,0.00006675558,0.00007936399,0.00003485832,0.00002330968,0.00006279897,0.001942684],"genre_scores_gemma":[0.1305843,0.0004512314,0.8615942,0.00008594357,0.00008845769,0.0002491881,0.00009595876,0.00009737373,0.006753391],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00505034,"threshold_uncertainty_score":0.01193744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2043403019","doi":"10.1007/s13198-014-0257-y","title":"Developing environmental indices using fuzzy numbers power average (FN-PA) operator","year":2014,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Operator (biology); Fuzzy logic; Fuzzy number; Aggregate (composite); Mathematics; Measure (data warehouse); Power (physics); Component (thermodynamics); Data mining; Similarity (geometry); Fuzzy set; Mathematical optimization; Computer science; Artificial intelligence","authors":[{"name":"Linyan Cao","is_ca":false},{"name":"Meizhu Li","is_ca":false},{"name":"Rehan Sadiq","is_ca":true},{"name":"Sankaran Mahadevan","is_ca":false},{"name":"Yong Deng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009617631759570651,"gpt":0.2340285405796191,"spread":0.2244109088200485,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001109179,0.000535814,0.0004157555,0.0007198128,0.0003298152,0.0007473315,0.0006836604,0.0004126476,0.0009599444],"category_scores_gemma":[0.002229588,0.0001602253,0.0006603562,0.0007259955,0.0002457928,0.001040009,0.0004808738,0.0004944651,0.0002084031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002758279,"about_ca_system_score_gemma":0.0006529683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002892858,"about_ca_topic_score_gemma":0.001802869,"domain_scores_codex":[0.9994677,0.0001042999,0.00004336041,0.0001321806,0.0002127292,0.00003982065],"domain_scores_gemma":[0.9994012,0.0001917971,0.00005350051,0.00003351254,0.0002969988,0.0000229512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001977228,0.0001013077,0.004751892,0.0002204726,0.0001033499,0.0001554058,0.0001379353,0.346572,0.03409998,0.01972688,0.001463174,0.5924698],"study_design_scores_gemma":[0.000006927053,0.0001139201,0.0009883329,0.000006889125,0.00002231777,0.00006877542,0.00003222708,0.9851007,0.007928874,0.004711465,0.001010172,0.000009484243],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02280794,0.00007242984,0.9758296,0.00001790828,0.00002429379,0.00002580283,0.00003135006,0.0001264223,0.001064314],"genre_scores_gemma":[0.4071076,0.0001464152,0.5910938,0.00002035457,0.00003473708,0.00008850607,0.0001532194,0.00003333185,0.001321982],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002892858,"threshold_uncertainty_score":0.005865991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2488660179","doi":"10.1007/s13198-016-0521-4","title":"Reliability/environmental impacts of wind energy curtailment due to ramping constraints","year":2016,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Wind power; Renewable energy; Reliability (semiconductor); Wind speed; Environmental science; Reliability engineering; Electric power system; Engineering; Marine engineering; Power (physics); Meteorology; Electrical engineering","authors":[{"name":"Malhar Padhee","is_ca":true},{"name":"Rajesh Karki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003059717940594107,"gpt":0.1813175720133907,"spread":0.1782578540727966,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001140222,0.0004408304,0.000429753,0.0004768896,0.00042503,0.0007437507,0.0005146972,0.0007852109,0.006124067],"category_scores_gemma":[0.003564688,0.0003361175,0.0006228419,0.0005274698,0.0004734184,0.0008597976,0.0005574126,0.0008073912,0.0002860092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006317165,"about_ca_system_score_gemma":0.0004691717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01036717,"about_ca_topic_score_gemma":0.009006947,"domain_scores_codex":[0.9995702,0.0001165219,0.00001779398,0.0000405561,0.00008432296,0.0001705902],"domain_scores_gemma":[0.9975762,0.001327244,0.0004213986,0.0001262019,0.00041964,0.0001292356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001667575,0.0002855325,0.03308404,0.0001838196,0.0001733997,0.003638493,0.0001576707,0.9134598,0.02003761,0.007239155,0.001737101,0.01833577],"study_design_scores_gemma":[0.0001132392,0.001066522,0.2491397,0.00008477627,0.0005085572,0.000968139,0.001200551,0.7203109,0.01261941,0.01144236,0.002428998,0.0001168176],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803717,0.0002915049,0.00355921,0.0005299413,0.00006127471,0.00002598422,0.0005944946,0.00007059372,0.0144954],"genre_scores_gemma":[0.9991473,0.00005867714,0.0001213633,0.00001456992,0.000008542634,0.00000326783,0.0000587566,0.00001045224,0.0005770217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01036717,"threshold_uncertainty_score":0.02061361,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051017298","doi":"10.1007/s13198-012-0082-0","title":"Classification of heterotrophic plate counts (HPC) in a water distribution network: a fuzzy rule-based approach","year":2011,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; McGill University; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"National Research Council Canada; Université Laval","keywords":"Geodetic datum; Fuzzy logic; Computer science; Fuzzy rule; Water quality; Data mining; Artificial intelligence; Machine learning; Fuzzy control system; Ecology; Biology; Geology","authors":[{"name":"Alex Francisque","is_ca":true},{"name":"Manuel J. Rodríguez","is_ca":true},{"name":"Rehan Sadiq","is_ca":true},{"name":"Luis F. Miranda","is_ca":true},{"name":"François Proulx","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02409357445409764,"gpt":0.217091590541469,"spread":0.1929980160873714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001563298,0.0005601288,0.00070743,0.002571481,0.0007173513,0.001709799,0.001337854,0.0009631463,0.000638],"category_scores_gemma":[0.002903186,0.0002289171,0.0008492768,0.001025522,0.0006560686,0.0008317156,0.0002793355,0.0004004899,0.0001997802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00131622,"about_ca_system_score_gemma":0.0009913684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0145855,"about_ca_topic_score_gemma":0.009366211,"domain_scores_codex":[0.9989514,0.0001554586,0.0001848887,0.0002287311,0.0003661693,0.0001131743],"domain_scores_gemma":[0.99782,0.0009692572,0.000310443,0.00008663663,0.0007059823,0.0001077121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001140622,0.0007689874,0.1292125,0.0004919922,0.0004124311,0.001134552,0.0009347422,0.390166,0.03579367,0.005414508,0.002699979,0.4318301],"study_design_scores_gemma":[0.00002301245,0.000136351,0.01664791,0.00005851002,0.0001313183,0.0001250251,0.0002699365,0.9721156,0.006230896,0.003696701,0.0005323074,0.00003240318],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6870054,0.0004469109,0.30619,0.0002874203,0.00006764116,0.0002515658,0.0007836652,0.000507057,0.00446027],"genre_scores_gemma":[0.9393945,0.0001057645,0.05941927,0.00002942892,0.00001473247,0.00005859873,0.0004076367,0.000007696016,0.0005623485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0145855,"threshold_uncertainty_score":0.02900118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987184316","doi":"10.1007/s13198-014-0315-5","title":"Application of neuro-fuzzy based expert system in water quality assessment","year":2014,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Neuro-fuzzy; Computer science; Expert system; Quality (philosophy); Water quality; Fuzzy logic; Artificial intelligence; Data mining; Reliability engineering; Fuzzy control system; Engineering","authors":[{"name":"Elaheh Aghaarabi","is_ca":true},{"name":"Farzad Aminravan","is_ca":true},{"name":"Rehan Sadiq","is_ca":true},{"name":"Mina Hoorfar","is_ca":true},{"name":"Manuel J. Rodríguez","is_ca":true},{"name":"Homayoun Najjaran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01269842185846155,"gpt":0.2573446374642397,"spread":0.2446462156057782,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007314738,0.0002912839,0.0005021749,0.0004820241,0.0003753803,0.0006405245,0.0005406185,0.000825453,0.0014958],"category_scores_gemma":[0.001799887,0.0001658084,0.0002970216,0.000339406,0.0001527787,0.0004024632,0.0002943248,0.0003225924,0.0002368659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003673268,"about_ca_system_score_gemma":0.000542015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006070901,"about_ca_topic_score_gemma":0.006288371,"domain_scores_codex":[0.9996761,0.00009506816,0.00003083637,0.00005799956,0.0001175474,0.00002246491],"domain_scores_gemma":[0.9993159,0.0003107308,0.0000300225,0.00003046026,0.0002949936,0.00001795663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005959134,0.0003298725,0.003406997,0.0004066461,0.0001599638,0.0003747547,0.0001781794,0.6063083,0.03714189,0.00235286,0.001872136,0.3468725],"study_design_scores_gemma":[0.00001405528,0.00008369132,0.001112536,0.00001246642,0.00002582506,0.0000394962,0.00002253723,0.9918821,0.005425039,0.0007225254,0.0006478105,0.0000119183],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1746674,0.0008244959,0.813355,0.0002151273,0.0001723964,0.0001830059,0.0001622298,0.0008469276,0.00957329],"genre_scores_gemma":[0.9009071,0.0002343143,0.09629713,0.00006012545,0.00002842943,0.00007251939,0.00006922607,0.00001225787,0.002318859],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006070901,"threshold_uncertainty_score":0.01207113,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2062779375","doi":"10.1007/s13198-014-0317-3","title":"Ranking discrete fuzzy linguistic performance based on TODIM method","year":2014,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Acronym; Ranking (information retrieval); Rank (graph theory); Fuzzy logic; Computer science; Measure (data warehouse); Data mining; Dominance (genetics); Artificial intelligence; Mathematics; Linguistics","authors":[{"name":"Shiyu Chen","is_ca":false},{"name":"Hongming Mo","is_ca":false},{"name":"Dongbo Pan","is_ca":false},{"name":"Rehan Sadiq","is_ca":true},{"name":"Yong Deng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03542793253985094,"gpt":0.3550992380942538,"spread":0.3196713055544029,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002396495,0.0006391213,0.001438484,0.003188457,0.0006051444,0.001752101,0.0008807426,0.0006098758,0.00285328],"category_scores_gemma":[0.005185987,0.0001695054,0.0009508957,0.002018998,0.0004325876,0.0008409459,0.0009161975,0.0005125045,0.0003793093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001063485,"about_ca_system_score_gemma":0.001273674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002780885,"about_ca_topic_score_gemma":0.002129468,"domain_scores_codex":[0.9976333,0.000856434,0.0001799928,0.0002350849,0.0009005681,0.0001947291],"domain_scores_gemma":[0.9980395,0.0007787389,0.0001476443,0.000118874,0.0008418175,0.00007330978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004550092,0.0002214903,0.003900264,0.0007260013,0.0002881087,0.0001205199,0.0001536286,0.4127918,0.00973461,0.04195804,0.004020046,0.5256304],"study_design_scores_gemma":[0.00001498781,0.0002010744,0.0008777599,0.0000301926,0.0000473269,0.00004840092,0.00006270471,0.9888055,0.003122996,0.005164476,0.001595786,0.00002877637],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04218052,0.0004638734,0.9511319,0.0001309707,0.0001054614,0.0001065585,0.0001389718,0.0002722234,0.005469389],"genre_scores_gemma":[0.7275591,0.0003330365,0.2687526,0.00006261384,0.00005733819,0.0002531121,0.0003236491,0.00006083367,0.002597734],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003188457,"threshold_uncertainty_score":0.01267403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2034702618","doi":"10.1007/s13198-011-0053-x","title":"An aggregative fuzzy risk analysis for flood incident management","year":2011,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Flood myth; Vagueness; Risk analysis (engineering); Risk management; Warrant; Computer science; Fuzzy logic; Event (particle physics); Emergency management; Reliability engineering; Engineering; Business; Geography; Economics; Artificial intelligence","authors":[{"name":"Samiran Das","is_ca":true},{"name":"Rehan Sadiq","is_ca":true},{"name":"Solomon Tesfamariam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06556668452597818,"gpt":0.3513108961894646,"spread":0.2857442116634864,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004217414,0.0009374266,0.001279438,0.002979153,0.0008786262,0.002210176,0.001122325,0.0006856952,0.001900267],"category_scores_gemma":[0.005142611,0.0004185464,0.00156459,0.002014976,0.0005623774,0.002032846,0.001273402,0.001050145,0.0001606141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001277441,"about_ca_system_score_gemma":0.00125087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002999257,"about_ca_topic_score_gemma":0.002345885,"domain_scores_codex":[0.9981163,0.0006975776,0.0001170534,0.0001600864,0.0007559347,0.000153088],"domain_scores_gemma":[0.9977993,0.001249718,0.000183217,0.0001184916,0.0005706633,0.00007857753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002896909,0.0001785183,0.003152604,0.0002351496,0.0004027835,0.0003064348,0.0003538366,0.7771425,0.005219299,0.05836176,0.001697812,0.1526596],"study_design_scores_gemma":[0.000005091838,0.00006613803,0.0005310649,0.00001571849,0.00005336117,0.00003711334,0.00004457017,0.9864629,0.000554339,0.01184351,0.0003709816,0.00001517755],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04794772,0.0003217019,0.9490194,0.0001313387,0.0000422229,0.00006326981,0.00008334159,0.0001068328,0.002284183],"genre_scores_gemma":[0.8022925,0.0003644572,0.1949005,0.0000460513,0.00008188678,0.0001260356,0.0001417615,0.00003960311,0.002007176],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004217414,"threshold_uncertainty_score":0.02230412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2110458909","doi":"10.1007/s13198-010-0021-x","title":"Comparison of alternative probabilistic techniques for adequacy assessment of small isolated wind/diesel systems","year":2010,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan; Manitoba Hydro","funders":"National Natural Science Foundation of China; University of Saskatchewan","keywords":"Monte Carlo method; Probabilistic logic; Convolution (computer science); Diesel fuel; Wind power; Computer science; Reliability engineering; Engineering; Mathematics; Statistics; Machine learning; Artificial intelligence; Automotive engineering","authors":[{"name":"Bagen Bagen","is_ca":true},{"name":"Yi Gao","is_ca":true},{"name":"Wenyi Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01287254202718971,"gpt":0.2781303630632183,"spread":0.2652578210360285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003176546,0.0008936708,0.0007285431,0.003075048,0.0003839362,0.0007001828,0.00114352,0.000737985,0.001733723],"category_scores_gemma":[0.01390629,0.0003921395,0.000752342,0.00125151,0.0003583314,0.001144694,0.0009294217,0.0004895467,0.0001927816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005569864,"about_ca_system_score_gemma":0.0005442745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003188275,"about_ca_topic_score_gemma":0.005397515,"domain_scores_codex":[0.9981446,0.0009840083,0.0001149839,0.0001042421,0.000573608,0.00007858007],"domain_scores_gemma":[0.9862429,0.01106676,0.0006493432,0.0004948367,0.001440845,0.0001052452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008802158,0.000106947,0.005281879,0.000301447,0.0001576677,0.00009397464,0.0001423814,0.8135979,0.004372958,0.005087273,0.0003366983,0.1696407],"study_design_scores_gemma":[0.00002887506,0.0001450659,0.00227481,0.00001636069,0.00004441882,0.00005003835,0.00003238597,0.9935669,0.001258185,0.002371499,0.0001951151,0.0000163137],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1878115,0.0005870848,0.8070782,0.00007369506,0.00002219856,0.0001260252,0.0002142657,0.0007483379,0.003338734],"genre_scores_gemma":[0.9335771,0.0001422149,0.06574175,0.0000110166,0.00001401082,0.00005107808,0.0001256795,0.00005362364,0.000283532],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003188275,"threshold_uncertainty_score":0.01679933,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3036904979","doi":"10.1007/s13198-020-00998-5","title":"Need-based reliability investment in industrial/commercial power distribution systems","year":2020,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Reliability (semiconductor); Reliability engineering; Investment (military); Power (physics); Distribution (mathematics); Environmental science; Engineering; Mathematics; Thermodynamics","authors":[{"name":"Kiran Raj Timalsena","is_ca":true},{"name":"Rajesh Karki","is_ca":true},{"name":"Prasanna Piya","is_ca":true},{"name":"Safal Bhattarai","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01126923827894098,"gpt":0.1997382069987809,"spread":0.1884689687198399,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001548757,0.0001966145,0.0002167283,0.0007368985,0.0003179598,0.001331803,0.000473893,0.0007675751,0.005380399],"category_scores_gemma":[0.009172131,0.0002189156,0.0001913468,0.0005594901,0.0004215534,0.002041002,0.0006104521,0.0007021895,0.0003724022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002589611,"about_ca_system_score_gemma":0.0008284627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003948496,"about_ca_topic_score_gemma":0.009760219,"domain_scores_codex":[0.9990991,0.0002672884,0.00004854679,0.000078969,0.0002896309,0.000216435],"domain_scores_gemma":[0.994321,0.002335564,0.001187181,0.0003381708,0.001300689,0.0005173808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002209863,0.000796583,0.4151877,0.0002742081,0.0001809658,0.0013465,0.00117168,0.2191574,0.01301065,0.1550275,0.007784616,0.1838523],"study_design_scores_gemma":[0.00005634682,0.001023295,0.5534701,0.00006005282,0.0001262798,0.001185182,0.002707988,0.3546597,0.005278493,0.0736204,0.007730926,0.00008122937],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699528,0.0001810514,0.005458258,0.0009960786,0.00001307578,0.00002663824,0.0002958365,0.00005839422,0.02301778],"genre_scores_gemma":[0.999105,0.00001080984,0.0001982052,0.000009661273,0.00000213625,0.000001693608,0.00002664197,0.000002971473,0.000642837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005380399,"threshold_uncertainty_score":0.01878905,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2331787261","doi":"10.1007/s13198-016-0416-4","title":"Human health assessment for remediation technologies (HEART): a multi-criteria decision analysis tool","year":2016,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Health Canada; Public Works and Government Services Canada; Government of Canada","keywords":"Custodians; Environmental remediation; Human health; Risk analysis (engineering); Government (linguistics); Risk assessment; Environmental planning; Engineering; Business; Environmental resource management; Computer science; Environmental health; Computer security; Environmental science; Medicine; Contamination","authors":[{"name":"Atousa Soltani","is_ca":true},{"name":"Roberta Dyck","is_ca":true},{"name":"Navid Hossaini","is_ca":true},{"name":"Asish Mohapatra","is_ca":false},{"name":"Kasun Hewage","is_ca":true},{"name":"Rehan Sadiq","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0190729173561523,"gpt":0.3563120427948791,"spread":0.3372391254387268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01480606,0.002196794,0.002223816,0.01006109,0.001029009,0.003999725,0.001735414,0.001645114,0.00677701],"category_scores_gemma":[0.01910028,0.000661035,0.004385242,0.003249067,0.0006560814,0.001539596,0.003123413,0.001444947,0.000342003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002924288,"about_ca_system_score_gemma":0.005094887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00614402,"about_ca_topic_score_gemma":0.00932193,"domain_scores_codex":[0.9923922,0.004281229,0.0005655215,0.0003946061,0.002026893,0.0003395915],"domain_scores_gemma":[0.9823669,0.01411673,0.001167924,0.0003411066,0.001429754,0.0005775797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001788614,0.002381432,0.0373215,0.004221193,0.00446243,0.0004078931,0.0007880475,0.6287596,0.004765933,0.02588606,0.01079556,0.2784218],"study_design_scores_gemma":[0.0004845488,0.002234438,0.01079233,0.000656028,0.001444481,0.0001634838,0.0008659771,0.9424241,0.00218123,0.03146837,0.007101117,0.0001839529],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2482569,0.001730069,0.7060879,0.002505205,0.0001840958,0.006615608,0.01001388,0.001746467,0.02285979],"genre_scores_gemma":[0.4388949,0.0004400497,0.5547326,0.0003336372,0.00005715011,0.002287554,0.001852627,0.00007661289,0.001324932],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01480606,"threshold_uncertainty_score":0.07830286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4250696919","doi":"10.1007/s13198-010-0027-4","title":"Foreword","year":2010,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science","authors":[{"name":"Roy Billinton","is_ca":true},{"name":"Ajit Kumar Verma","is_ca":false},{"name":"Rajesh Karki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004709257231061393,"gpt":0.2216457926361491,"spread":0.2169365354050878,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001226087,0.0008311816,0.0006653049,0.001502352,0.002216758,0.004021021,0.00119228,0.004180737,0.275517],"category_scores_gemma":[0.008443946,0.0002572158,0.0006775638,0.0007924406,0.0006981612,0.00236729,0.002075874,0.00469697,0.284294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0015563,"about_ca_system_score_gemma":0.002886885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002795436,"about_ca_topic_score_gemma":0.005544595,"domain_scores_codex":[0.9989325,0.0001190418,0.00005671144,0.0001363667,0.0006246964,0.000130702],"domain_scores_gemma":[0.9956017,0.0006018436,0.0001808903,0.0002560021,0.002447575,0.0009121366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009265923,0.000006712919,0.00002593127,0.00003477952,0.000001161283,0.00002358778,0.00000810105,0.000005348654,0.0000592039,0.001115294,0.9813184,0.01739218],"study_design_scores_gemma":[0.00000387558,0.000008313667,0.0001096113,0.00006424999,0.000002122784,0.00005463278,0.0000207386,0.000009428115,0.00005762041,0.000966514,0.9987003,0.000002641306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0004349771,0.01240225,0.001415562,0.1625517,0.483986,0.0002384986,0.001120214,0.0005355671,0.3373152],"genre_scores_gemma":[0.001968283,0.003746247,0.0005488975,0.06611085,0.0620262,0.0001260911,0.0006078489,0.0002394281,0.8646262],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.275517,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415952110","doi":"10.1007/s13198-025-03038-2","title":"Role of AI in supporting government for digital transformation through Rural-LOSI: learning from use cases","year":2025,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université TÉLUQ; Université Laval","funders":"","keywords":"Dynamism; Digital transformation; Conceptual framework; Service (business); Digital divide; Government (linguistics); Scope (computer science); Process (computing); Rural area","authors":[{"name":"Harekrishna Misra","is_ca":false},{"name":"Sehl Mellouli","is_ca":true},{"name":"Martin Noël","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008613331827829978,"gpt":0.2626119603383044,"spread":0.2539986285104744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007540487,0.0003984441,0.0001855117,0.001084387,0.001963525,0.004871033,0.001356888,0.001412751,0.0047085],"category_scores_gemma":[0.01410139,0.0002187788,0.0002467828,0.001019332,0.0029992,0.00709983,0.003180308,0.001718753,0.0008829425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002746841,"about_ca_system_score_gemma":0.002783091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006098363,"about_ca_topic_score_gemma":0.009468135,"domain_scores_codex":[0.9958999,0.002684167,0.0001210424,0.0001693414,0.0007133278,0.0004122111],"domain_scores_gemma":[0.9841362,0.01149219,0.0006531425,0.001293017,0.001705483,0.0007199451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009300043,0.003784133,0.07671148,0.0009637734,0.00008106051,0.004653853,0.1743253,0.01773938,0.01665284,0.2508043,0.01254127,0.4408126],"study_design_scores_gemma":[0.0003144146,0.002713463,0.03352132,0.001401718,0.0002199008,0.002962996,0.3390152,0.2013995,0.04312829,0.09985915,0.2752566,0.0002074917],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8023493,0.0003791889,0.0291406,0.005132276,0.00005675369,0.0003147306,0.00009853049,0.0004237543,0.1621048],"genre_scores_gemma":[0.9786471,0.0002204805,0.01420734,0.0001385471,0.000007008185,0.00006882489,0.00006140591,0.00005211999,0.006597084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007540487,"threshold_uncertainty_score":0.03987837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415985463","doi":"10.1007/s13198-025-03034-6","title":"Enhancing mental health diagnosis: a comparative analysis of machine learning approaches","year":2025,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Mental Health via Writing","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Mental health; Support vector machine; Variety (cybernetics); Artificial neural network; Recall; Intervention (counseling); Mania; Clinical decision support system","authors":[{"name":"S. Regilan","is_ca":true},{"name":"L. K. Hema","is_ca":false},{"name":"D. Kadhiravan","is_ca":false},{"name":"J. Jenitha","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03048480018685523,"gpt":0.3368793377349775,"spread":0.3063945375481222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006021723,0.0003659577,0.0005895596,0.002608646,0.0004261404,0.001310874,0.0006883587,0.0006359826,0.001753123],"category_scores_gemma":[0.02326428,0.0001293832,0.0005872751,0.001500885,0.0004090074,0.001201776,0.001092598,0.0007333824,0.000236728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224754,"about_ca_system_score_gemma":0.001712866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002785533,"about_ca_topic_score_gemma":0.005290811,"domain_scores_codex":[0.9967945,0.002104955,0.0001839364,0.000163726,0.0006308501,0.0001220013],"domain_scores_gemma":[0.9658074,0.03060698,0.0009490459,0.0005230927,0.001572722,0.0005407444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003035862,0.003871223,0.06795193,0.001015714,0.0004803963,0.00007587242,0.001941105,0.004342781,0.0008853258,0.002211792,0.0009150394,0.9132729],"study_design_scores_gemma":[0.00358362,0.03248739,0.6783488,0.0047677,0.005583239,0.001554911,0.01602055,0.1785596,0.01299609,0.02843742,0.03729901,0.0003615207],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9358026,0.01668399,0.02361222,0.002624391,0.000193017,0.0006452758,0.0003087219,0.0001959508,0.01993386],"genre_scores_gemma":[0.9745238,0.005305596,0.01837626,0.0002655989,0.00006216327,0.000199423,0.0001463302,0.00001852147,0.001102416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006021723,"threshold_uncertainty_score":0.03184628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2067583868","doi":"10.1007/s13198-014-0253-2","title":"Development of a smart micro-grid management system","year":2014,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Smart grid; Deferral; Renewable energy; Energy management system; Grid; Load shifting; Management system; Environmental economics; Battery (electricity); Energy management; Engineering; Reliability engineering; Computer science; Automotive engineering; Electrical engineering; Electricity; Business; Operations management; Energy (signal processing); Finance; Economics","authors":[{"name":"Ryan Jansen","is_ca":true},{"name":"Rajesh Karki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003054745683547381,"gpt":0.1677379897150539,"spread":0.1646832440315066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002043071,0.0002248087,0.0002977713,0.0002117809,0.0002824245,0.0004288308,0.0006360991,0.0003215073,0.004068097],"category_scores_gemma":[0.000217511,0.0001596506,0.0001933493,0.0001613771,0.000155013,0.0004711054,0.0004524659,0.0002916118,0.001347432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002038596,"about_ca_system_score_gemma":0.0007543471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097451,"about_ca_topic_score_gemma":0.00122591,"domain_scores_codex":[0.9998525,0.00001931033,0.000008487995,0.00002674678,0.00007354752,0.00001935998],"domain_scores_gemma":[0.9998833,0.000008918892,0.00001106064,0.00002300027,0.00005127615,0.00002244096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005049022,0.0003452485,0.00887462,0.0004886668,0.0001110777,0.001030368,0.000390126,0.08390532,0.2964688,0.01853805,0.01438469,0.5749581],"study_design_scores_gemma":[0.0002598818,0.00174104,0.01134857,0.00006439362,0.000145429,0.001119892,0.0001873276,0.6514996,0.1794935,0.003956442,0.1501151,0.00006885643],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2004919,0.0004448183,0.7444112,0.0006529022,0.0003814382,0.000780251,0.0003560067,0.01250914,0.03997232],"genre_scores_gemma":[0.7704545,0.000213108,0.2106358,0.0001867941,0.00004136687,0.0002444451,0.0004550649,0.0001479869,0.01762092],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004068097,"threshold_uncertainty_score":0.01360917,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}