{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":85,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":85,"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":"4a85bf5e57a8","filters":{"topic":"Knowledge Management and Technology"}},"results":[{"id":"W4212899608","doi":"10.1016/j.ijar.2022.02.001","title":"Symbols-Meaning-Value (SMV) space as a basis for a conceptual model of data science","year":2022,"lang":"en","type":"article","venue":"International Journal of Approximate Reasoning","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":64,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Computer science; Meaning (existential); Viewpoints; Categorization; Knowledge space; Space (punctuation); Data science; Artificial intelligence; Epistemology; Knowledge management","authors":[{"name":"Yiyu Yao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1487588550546954,"gpt":0.4128438175589429,"spread":0.2640849625042476,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006139652,0.0007950122,0.001141817,0.004799085,0.001708363,0.009228865,0.003211939,0.002382743,0.006284206],"category_scores_gemma":[0.01666597,0.0007292368,0.002920585,0.004974817,0.007126886,0.01758642,0.004906539,0.004365662,0.00109593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002093724,"about_ca_system_score_gemma":0.002607543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002800301,"about_ca_topic_score_gemma":0.001915242,"domain_scores_codex":[0.9939534,0.003254638,0.0007275034,0.0006112235,0.001171001,0.0002822057],"domain_scores_gemma":[0.9910185,0.004763868,0.0005361949,0.001998978,0.00119958,0.0004828311],"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":[0.00001070189,0.000008587067,0.0001154421,0.0000407169,0.000009779579,0.00003047151,0.0002452828,0.00170222,0.0001471661,0.9911771,0.0004122317,0.006100253],"study_design_scores_gemma":[0.000007120833,0.00001570943,0.00005229427,0.00003663661,0.00001544584,0.00006144519,0.0001383174,0.0217173,0.0001859512,0.9717636,0.005996726,0.000009481952],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006063661,0.0004641687,0.9829898,0.002633926,0.0001365543,0.00009863325,0.0003482604,0.0002661026,0.006998827],"genre_scores_gemma":[0.2795902,0.0005389798,0.7154253,0.0005619674,0.0001900536,0.000393195,0.0007131948,0.0001296234,0.002457578],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009228865,"threshold_uncertainty_score":0.03246999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402157906","doi":"10.1109/comst.2024.3446585","title":"A Survey on Trustworthy Edge Intelligence: From Security and Reliability to Transparency and Sustainability","year":2024,"lang":"en","type":"article","venue":"IEEE Communications Surveys & Tutorials","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"Chongqing Municipal Education Commission; Natural Science Foundation of Chongqing; National Natural Science Foundation of China","keywords":"Transparency (behavior); Trustworthiness; Sustainability; Reliability (semiconductor); Enhanced Data Rates for GSM Evolution; Computer science; Computer security; Business; Telecommunications; Physics; Biology","authors":[{"name":"Xiaojie Wang","is_ca":false},{"name":"Yu Wu","is_ca":false},{"name":"Zhaolong Ning","is_ca":false},{"name":"Song Guo","is_ca":false},{"name":"F. Richard Yu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1271449810554234,"gpt":0.4173919701265912,"spread":0.2902469890711679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002720347,0.0009656046,0.0009522738,0.004963149,0.001197967,0.005014644,0.001259171,0.002162691,0.005599592],"category_scores_gemma":[0.006647379,0.0005907785,0.0006122435,0.009160516,0.001987768,0.01093308,0.002050531,0.002147992,0.001783884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002004218,"about_ca_system_score_gemma":0.002560199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002485143,"about_ca_topic_score_gemma":0.002103646,"domain_scores_codex":[0.9979486,0.0005696307,0.000227513,0.0002434328,0.0008195168,0.0001913427],"domain_scores_gemma":[0.994114,0.00406398,0.0003387956,0.0003099085,0.0009883846,0.0001849772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005913983,0.00006406009,0.002597884,0.00701002,0.00007389123,0.0003032963,0.001118643,0.003164703,0.0008326463,0.255266,0.05160514,0.6779045],"study_design_scores_gemma":[0.000007915947,0.00009878854,0.001987067,0.006587005,0.00006163791,0.001081392,0.001513319,0.004122945,0.000739644,0.1103943,0.8733421,0.00006390615],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005440563,0.855321,0.04559591,0.01314094,0.001362588,0.0001166535,0.0002399122,0.000204323,0.07857812],"genre_scores_gemma":[0.04302992,0.9310126,0.01552587,0.002348981,0.001573127,0.00008708923,0.0003244926,0.00006443144,0.006033545],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005599592,"threshold_uncertainty_score":0.01873249,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2807268341","doi":"10.3126/jie.v14i1.20068","title":"Post Disaster Reconstruction after 2015 Gorkha Earthquake: Challenges and Influencing Factors","year":2018,"lang":"en","type":"article","venue":"Journal of the Institute of Engineering","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Asia Pacific Foundation of Canada","keywords":"Context (archaeology); Government (linguistics); Livelihood; Political science; Politics; Corporate governance; Preparedness; Public relations; Economic growth; Business; Geography; Finance; Economics; Agriculture","authors":[{"name":"Keshab Sharma","is_ca":true},{"name":"Apil KC","is_ca":false},{"name":"Mandip Subedi","is_ca":false},{"name":"Bigul Pokharel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03849117520620381,"gpt":0.2809949909484635,"spread":0.2425038157422597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001957047,0.0003892226,0.0003819626,0.0007859624,0.004544608,0.004882571,0.0007994758,0.00155085,0.004413844],"category_scores_gemma":[0.006610478,0.0003263026,0.0003454272,0.0009446402,0.002068517,0.002346273,0.004112471,0.002051822,0.0006818326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001905133,"about_ca_system_score_gemma":0.003647881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007690449,"about_ca_topic_score_gemma":0.01584476,"domain_scores_codex":[0.997534,0.0008958343,0.0001541443,0.0001815626,0.0003241505,0.0009102398],"domain_scores_gemma":[0.9969651,0.001100357,0.0008123433,0.00008907618,0.000466391,0.0005667832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002892782,0.0005979456,0.4369115,0.001750945,0.000122579,0.0173145,0.4513519,0.001077958,0.00176583,0.00665783,0.01653522,0.06562458],"study_design_scores_gemma":[0.000003625893,0.00009528478,0.1523592,0.0003649947,0.00002216024,0.001096148,0.827196,0.0003181078,0.0002638,0.0008397677,0.01740003,0.00004084472],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771709,0.001040538,0.000497746,0.007182586,0.00009188147,0.0001158535,0.0001267263,0.00001666996,0.01375702],"genre_scores_gemma":[0.9961487,0.0009100764,0.000254785,0.0004171273,0.00002154881,0.00004033195,0.00009137129,0.000009858307,0.00210625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007690449,"threshold_uncertainty_score":0.01529139,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3081838881","doi":"10.1007/978-3-030-57745-2_45","title":"Deep Learning Decision Support for Sustainable Asset Management","year":2020,"lang":"en","type":"book-chapter","venue":"Smart innovation, systems and technologies","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":29,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Humber Polytechnic","funders":"","keywords":"Asset management; Deep learning; Scalability; Sustainability; Asset (computer security); Raw data; Computer science; Abstraction; Decision support system; Artificial intelligence; Data science; Knowledge management; Business; Computer security; Database","authors":[{"name":"Marianne Cherrington","is_ca":false},{"name":"Joan Lu","is_ca":false},{"name":"Qiang Xu","is_ca":false},{"name":"David Airehrour","is_ca":false},{"name":"Samaneh Madanian","is_ca":false},{"name":"Andrea Dyrkacz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05587592696748862,"gpt":0.3133646934492326,"spread":0.257488766481744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003574362,0.0006316259,0.0004239645,0.0002902555,0.000150177,0.001013703,0.0006946728,0.0007561744,0.006178067],"category_scores_gemma":[0.00112931,0.0002931928,0.0003317296,0.0005076245,0.0003521518,0.001466395,0.0008579489,0.001706073,0.001428727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005975765,"about_ca_system_score_gemma":0.000478831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002710272,"about_ca_topic_score_gemma":0.003979279,"domain_scores_codex":[0.9998958,0.00002239937,0.000006175892,0.00001943009,0.00004274468,0.0000134135],"domain_scores_gemma":[0.9996418,0.0002374265,0.00001934134,0.00002768592,0.00005961674,0.00001425726],"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":[0.00004214073,0.00007728177,0.0004060644,0.0002070528,0.00006670866,0.00004777767,0.00004181765,0.3860593,0.002702176,0.06069626,0.02651715,0.5231362],"study_design_scores_gemma":[0.000002910372,0.00001272614,0.0002006963,0.00004368068,0.000009528248,0.00001828821,0.00001105851,0.8706914,0.001692389,0.1141785,0.01313012,0.000008827043],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01313666,0.00764513,0.9439824,0.003192754,0.000550199,0.00002141193,0.0005332531,0.001253756,0.02968442],"genre_scores_gemma":[0.5491312,0.01208143,0.3223225,0.0008637154,0.0009528808,0.0001057927,0.00173904,0.0003987677,0.1124047],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006178067,"threshold_uncertainty_score":0.02066773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2122625491","doi":"10.3390/su7043900","title":"Dual-Level Material and Psychological Assessment of Urban Water Security in a Water-Stressed Coastal City","year":2015,"lang":"en","type":"article","venue":"Sustainability","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"National Natural Science Foundation of China","keywords":"Dual (grammatical number); Water security; Environmental planning; Water resource management; Environmental resource management; Environmental science; Water resources","authors":[{"name":"Linyu Xu","is_ca":false},{"name":"Hao Yin","is_ca":false},{"name":"YanpengCai","is_ca":true},{"name":"ZhifengYang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1141231453755679,"gpt":0.4109954040896638,"spread":0.2968722587140959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006755601,0.0003052389,0.0001679015,0.002018808,0.0005668214,0.001176477,0.0002416568,0.0002571935,0.00108323],"category_scores_gemma":[0.00173707,0.0001325567,0.0003510597,0.001061072,0.0006927229,0.0006582472,0.001449015,0.0003828645,0.0000891263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009474354,"about_ca_system_score_gemma":0.0005438008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005530151,"about_ca_topic_score_gemma":0.01174282,"domain_scores_codex":[0.9995713,0.0001405228,0.00004396462,0.00004371578,0.0001360136,0.00006460317],"domain_scores_gemma":[0.9993054,0.0001240688,0.0001489486,0.0000418013,0.0002218788,0.0001579391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002237007,0.0003087942,0.9469965,0.00008775482,0.0001086863,0.0003228844,0.004809808,0.003240674,0.00514763,0.002122432,0.0004342135,0.03619683],"study_design_scores_gemma":[0.00001576401,0.0002733181,0.9510016,0.00003469407,0.00007634721,0.0001483055,0.01729332,0.02554259,0.002739152,0.001480382,0.001336028,0.00005853488],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962873,0.00001228441,0.00164907,0.00004182963,0.000003159127,0.00002772659,0.00003844151,0.000004775688,0.001935244],"genre_scores_gemma":[0.9987539,0.00001208042,0.0009884555,0.000004304471,8.778603e-7,0.00001427059,0.00003527847,4.734369e-7,0.0001904493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005530151,"threshold_uncertainty_score":0.01099592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2156207566","doi":"10.1002/asi.22952","title":"Early warning information seeking in the 2009 <scp>V</scp>ictorian <scp>B</scp>ushfires","year":2013,"lang":"en","type":"article","venue":"Journal of the Association for Information Science and Technology","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Information seeking; Warning system; Action (physics); Situational ethics; Situation awareness; Perspective (graphical); Work (physics); Psychology; Business; Internet privacy; Public relations; Social psychology; Political science; Computer science; Engineering; Telecommunications","authors":[{"name":"Chun Wei Choo","is_ca":true},{"name":"I Nadarajah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01968541952985758,"gpt":0.2835906849815509,"spread":0.2639052654516933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002205907,0.00008987411,0.00013285,0.0007257029,0.001308226,0.001458772,0.0002227755,0.0004806355,0.001756875],"category_scores_gemma":[0.00388472,0.0001484017,0.0001240582,0.0009677804,0.0009825045,0.00123042,0.001184247,0.0006009773,0.00008800189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002580993,"about_ca_system_score_gemma":0.001883665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04882108,"about_ca_topic_score_gemma":0.1154242,"domain_scores_codex":[0.9991243,0.0004277217,0.00004926985,0.00005819309,0.0001581382,0.0001822872],"domain_scores_gemma":[0.9969321,0.001458475,0.0008392892,0.0001184073,0.0002926242,0.0003590662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003672563,0.0007623086,0.527955,0.0003740961,0.00004629815,0.001938862,0.3754785,0.0005997436,0.005621335,0.005508081,0.005994206,0.07535428],"study_design_scores_gemma":[0.00003468169,0.000398102,0.656907,0.0001791268,0.00002884499,0.0006961487,0.3093345,0.00191246,0.00135065,0.001062968,0.02804055,0.00005494234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995744,0.00007999424,0.00009796409,0.0006541405,0.000002915269,0.00001313821,0.00003148313,0.000002823407,0.003373391],"genre_scores_gemma":[0.9985883,0.0001052246,0.0002191684,0.0001694421,0.000003416358,0.000008630795,0.00003246928,0.000002097103,0.000871298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04882108,"threshold_uncertainty_score":0.09707385,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2399759749","doi":"10.1097/ans.0000000000000107","title":"The Evolution of Data-Information-Knowledge-Wisdom in Nursing Informatics","year":2016,"lang":"en","type":"article","venue":"Advances in Nursing Science","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Informatics; Hierarchy; Health informatics; Engineering informatics; Health Administration Informatics; Field (mathematics); Computer science; Information system; Data science; Nursing; Knowledge management; Epistemology; Medicine; Philosophy; Engineering; Mathematics; Political science","authors":[{"name":"Charlene Ronquillo","is_ca":true},{"name":"Leanne M. Currie","is_ca":true},{"name":"Paddy Rodney","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03569498939851346,"gpt":0.4229728002517835,"spread":0.38727781085327,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02840472,0.0005191806,0.0009206556,0.00536103,0.005205448,0.01519118,0.002197633,0.005360364,0.002014995],"category_scores_gemma":[0.0253228,0.0006055739,0.000738323,0.005783714,0.06132086,0.02717678,0.009852423,0.01031283,0.0005617943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01777126,"about_ca_system_score_gemma":0.01199823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006603543,"about_ca_topic_score_gemma":0.005040041,"domain_scores_codex":[0.9800301,0.01146834,0.001407859,0.001645565,0.004701558,0.0007465073],"domain_scores_gemma":[0.9552978,0.03348447,0.001923117,0.003965859,0.003903136,0.001425603],"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":[0.000007784138,0.00001229233,0.0003569342,0.00009981397,0.000004248565,0.00003668607,0.005010253,0.0002650727,0.00006092301,0.9828854,0.0007147076,0.01054586],"study_design_scores_gemma":[0.000009114332,0.00002607265,0.000486856,0.0003144657,0.000004892761,0.000112826,0.004634183,0.001613214,0.0001560726,0.9618529,0.03075998,0.00002952193],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.064725,0.03185286,0.3310659,0.2915379,0.002159975,0.0002983412,0.0001922018,0.0002612637,0.2779065],"genre_scores_gemma":[0.883192,0.008136376,0.08813122,0.01260848,0.0006907752,0.0003938235,0.00007483888,0.00009212338,0.006680381],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02840472,"threshold_uncertainty_score":0.1502203,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971495603","doi":"10.2202/1556-3758.1110","title":"An Investigation of the Stability of Double Fortified Salt during Storage and Distribution in Nigeria","year":2007,"lang":"en","type":"article","venue":"International Journal of Food Engineering","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nutrition International; University of Toronto","funders":"","keywords":"Iodine; Ferrous; Salt (chemistry); Polyethylene; Chemistry; Iodised salt; Humidity; Ferric; Inorganic chemistry; Iodine deficiency; Geography","authors":[{"name":"Toks Oshinowo","is_ca":true},{"name":"Levente L. Diósady","is_ca":true},{"name":"Rizwan Yusufali","is_ca":true},{"name":"Annie S. Wesley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03761729737938047,"gpt":0.3054187061465966,"spread":0.2678014087672161,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003408582,0.0002908582,0.0003678834,0.0003194874,0.00052161,0.0005369147,0.000169779,0.000305284,0.0005726145],"category_scores_gemma":[0.0005946868,0.000183507,0.0001774727,0.0004167262,0.0003011832,0.000429134,0.000188007,0.0002519839,0.0001836577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000360416,"about_ca_system_score_gemma":0.0003066144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003453103,"about_ca_topic_score_gemma":0.004848248,"domain_scores_codex":[0.9998016,0.00002399679,0.00002336769,0.00005388126,0.0000660347,0.00003117563],"domain_scores_gemma":[0.9995263,0.00006482979,0.0001514115,0.00002802501,0.0001856044,0.00004383763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001757766,0.0001850569,0.04176023,0.0002767974,0.0000329624,0.0008499916,0.001273477,0.0003964849,0.9386821,0.00008648112,0.00006293844,0.01463563],"study_design_scores_gemma":[0.00002626733,0.005546337,0.1171643,0.00008516397,0.0001459275,0.001750673,0.002592256,0.001433549,0.8680727,0.00007272744,0.003064905,0.00004524841],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990051,0.0003638549,0.0002664989,0.00001273955,0.000006859649,0.00001055284,0.00005869706,0.00000456509,0.0002710557],"genre_scores_gemma":[0.9982166,0.0003955213,0.0005587192,0.000008309586,0.00000281952,0.000008978945,0.0001003242,0.000004367358,0.0007042965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003453103,"threshold_uncertainty_score":0.006866038,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283832524","doi":"10.18280/mmep.090315","title":"Assessment of Information Extraction Techniques, Models and Systems","year":2022,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science; Search engine indexing; Information retrieval; GRASP; Digital library; Information extraction; Data science; Precision and recall; Data mining; Software engineering","authors":[{"name":"Atta Rahman","is_ca":false},{"name":"Dhiaa Musleh","is_ca":false},{"name":"Majed Nabil","is_ca":false},{"name":"Haya Alubaidan","is_ca":false},{"name":"Mohammed Gollapalli","is_ca":false},{"name":"Gomathi Krishnasamy","is_ca":false},{"name":"Dakheel Almoqbil","is_ca":false},{"name":"Mohammad Aftab Alam Khan","is_ca":false},{"name":"Mehwash Farooqui","is_ca":false},{"name":"Mohammed Imran Basheer Ahmed","is_ca":false},{"name":"Mohammed Salih Ahmed","is_ca":false},{"name":"Maqsood Mahmud","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07610456055055362,"gpt":0.3125352703394824,"spread":0.2364307097889288,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02304644,0.002004149,0.001756031,0.01900089,0.0009987711,0.008325068,0.002444748,0.002370093,0.002653399],"category_scores_gemma":[0.06654175,0.0006156426,0.002109524,0.01320985,0.001118697,0.01072447,0.002007448,0.001010857,0.001574246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003730737,"about_ca_system_score_gemma":0.00366277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003257052,"about_ca_topic_score_gemma":0.002114613,"domain_scores_codex":[0.979376,0.005987595,0.002143508,0.001544225,0.01054261,0.0004061206],"domain_scores_gemma":[0.9388431,0.04144876,0.003408224,0.004115351,0.01187719,0.0003074252],"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":[0.000350443,0.0002914996,0.01996779,0.0120303,0.001582025,0.000223807,0.0006156708,0.03501225,0.002664872,0.05565205,0.008739658,0.8628696],"study_design_scores_gemma":[0.0001673916,0.002865176,0.06066432,0.02009062,0.004888967,0.002543871,0.004421622,0.4122578,0.02944631,0.1523685,0.3097087,0.0005767488],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09928878,0.3403702,0.4717978,0.009194196,0.001116242,0.001755634,0.006905675,0.00316074,0.06641064],"genre_scores_gemma":[0.402278,0.1307596,0.4525702,0.0007836556,0.0007675209,0.001328773,0.006860949,0.0003012219,0.004350129],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02304644,"threshold_uncertainty_score":0.1218827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W107984926","doi":"10.1007/978-3-642-35758-9_21","title":"Product Data Reuse in Product Development: A Practitioner’s Perspective","year":2012,"lang":"en","type":"book-chapter","venue":"IFIP International Federation for Information Processing/IFIP","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Reuse; Perspective (graphical); Product (mathematics); New product development; Process management; Business; Computer science; Engineering; Marketing; Mathematics; Waste management; Artificial intelligence","authors":[{"name":"M. A. El Hani","is_ca":true},{"name":"Louis Rivest","is_ca":true},{"name":"Roland Maranzana","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1902253113176784,"gpt":0.4024281375661959,"spread":0.2122028262485175,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0180753,0.000600788,0.0007290468,0.006628297,0.00232429,0.01249115,0.002934165,0.007834722,0.00578458],"category_scores_gemma":[0.01871785,0.0006605822,0.0005568826,0.01108315,0.006864341,0.02150887,0.003926181,0.00542857,0.001744326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004205462,"about_ca_system_score_gemma":0.007480553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007700339,"about_ca_topic_score_gemma":0.009595118,"domain_scores_codex":[0.9927064,0.003353246,0.0004732478,0.0005626403,0.002527613,0.0003769485],"domain_scores_gemma":[0.9597494,0.02824239,0.000824301,0.002420493,0.00782273,0.0009406605],"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":[0.0000359646,0.0001917517,0.00141849,0.001429398,0.0000178764,0.001065086,0.00788936,0.001857123,0.0009434191,0.6266032,0.02786372,0.3306846],"study_design_scores_gemma":[0.00001643566,0.0001394481,0.0009257458,0.003898255,0.00003218012,0.002189754,0.01548597,0.005615125,0.003081695,0.2759005,0.6926541,0.00006075096],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0207632,0.1340793,0.2218648,0.3566909,0.002065536,0.00009791731,0.0001815044,0.0003076103,0.2639492],"genre_scores_gemma":[0.4802135,0.2430182,0.1617659,0.02844756,0.003862165,0.0002051485,0.0003039633,0.0003153285,0.08186824],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0180753,"threshold_uncertainty_score":0.0955925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3081038635","doi":"10.5194/isprs-archives-xliii-b3-2020-1705-2020","title":"CLOUD-BASED GEOSPATIAL PLATFORM IN SUPPORT OF SUSTAINABLE DEVELOPMENT GOALS 2030: HOW TO BE PREPARED FOR EARTHQUAKE DISASTERS?","year":2020,"lang":"en","type":"article","venue":"˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Geospatial analysis; Disaster risk reduction; Vulnerability (computing); Cloud computing; Emergency management; Resilience (materials science); Sustainable development; Vulnerability assessment; Risk management; Natural hazard; Environmental resource management; Computer science; Computer security; Risk analysis (engineering); Business; Geography; Environmental science; Psychological resilience; Remote sensing; Political science; Meteorology","authors":[{"name":"Saied Pirasteh","is_ca":false},{"name":"Ghazal Shamsipour","is_ca":false},{"name":"G. Liu","is_ca":false},{"name":"R. Hajibagheri","is_ca":false},{"name":"A. Ghasemzadeh","is_ca":false},{"name":"M. Jokar","is_ca":false},{"name":"H. Zarbakhsh","is_ca":false},{"name":"F. Behnamfar","is_ca":false},{"name":"Jonathan Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04746149851955449,"gpt":0.2951524147204083,"spread":0.2476909162008538,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001035602,0.0003045947,0.0002469443,0.0005454628,0.0007163709,0.00199531,0.001032517,0.0006831849,0.002351125],"category_scores_gemma":[0.002060444,0.000134107,0.0003450924,0.001172286,0.0003664938,0.003606561,0.001793356,0.0009474972,0.0008804326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007572529,"about_ca_system_score_gemma":0.001572798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007964375,"about_ca_topic_score_gemma":0.007981158,"domain_scores_codex":[0.9994294,0.0001573766,0.00003536227,0.00009005055,0.0001730621,0.0001146824],"domain_scores_gemma":[0.998803,0.0001390183,0.000100155,0.0002266767,0.0004668925,0.0002642598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007353106,0.0004506457,0.02951435,0.001068495,0.0001807839,0.001127824,0.001530948,0.04056517,0.03172441,0.1848416,0.2829922,0.4252682],"study_design_scores_gemma":[0.0001159443,0.0002179754,0.01796958,0.0007023514,0.0001277554,0.0004598485,0.004056872,0.4181154,0.01927952,0.09085687,0.4479573,0.0001404951],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2576807,0.01500461,0.5113229,0.07257292,0.004801468,0.001183269,0.008476214,0.01201938,0.1169385],"genre_scores_gemma":[0.843129,0.004677331,0.1391396,0.002406659,0.000334345,0.0001756179,0.003594202,0.0002552338,0.006287885],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007964375,"threshold_uncertainty_score":0.015836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2947815441","doi":"10.1177/0340035219849614","title":"An examination of IFLA and Data Science Association ethical codes","year":2019,"lang":"en","type":"article","venue":"IFLA Journal","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Ethical code; Association (psychology); Information ethics; Engineering ethics; Professional ethics; Professional association; Information science; Code (set theory); Code of conduct; Professional conduct; Sociology; Library science; Political science; Computer science; Public relations; Psychology; Engineering; Law","authors":[{"name":"Cheryl Trepanier","is_ca":true},{"name":"Ali Shiri","is_ca":true},{"name":"Toni Samek","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1126683853573454,"gpt":0.4385065904669942,"spread":0.3258382051096488,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1594853,0.0002963128,0.0005629706,0.007489681,0.0157066,0.01832179,0.002145248,0.006951086,0.00459903],"category_scores_gemma":[0.3562565,0.0006008825,0.0006468531,0.009360735,0.0272486,0.01378164,0.009769801,0.01040733,0.0009568713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01628235,"about_ca_system_score_gemma":0.05153975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02098444,"about_ca_topic_score_gemma":0.02206275,"domain_scores_codex":[0.8162145,0.09775142,0.01321708,0.006846137,0.05423699,0.01173389],"domain_scores_gemma":[0.4559076,0.3966652,0.03077009,0.02239545,0.08377574,0.01048597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001914448,0.00002510315,0.004150062,0.00008744947,0.000004538352,0.00009225403,0.02746127,0.00008542476,0.00009116776,0.9387312,0.0149972,0.01425528],"study_design_scores_gemma":[0.00002261988,0.00005793038,0.01518191,0.001323381,0.00001831856,0.0005204543,0.06675938,0.00117006,0.000574592,0.2923968,0.6218593,0.0001152894],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1284449,0.00330557,0.05042958,0.2118607,0.002661818,0.0004547051,0.0006354025,0.0001732008,0.6020342],"genre_scores_gemma":[0.9142148,0.001389076,0.02301373,0.0308684,0.000790649,0.001460782,0.0004991578,0.0001528595,0.02761065],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9930489,"threshold_uncertainty_score":0.8434491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3175612730","doi":"10.18438/eblip29895","title":"Teaching Knowledge Synthesis Methodologies in a Higher Education Setting: A Scoping Review of Face-to-Face Instructional Programs","year":2021,"lang":"en","type":"review","venue":"Evidence Based Library and Information Practice","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Dalhousie University","keywords":"PsycINFO; CINAHL; MEDLINE; Inclusion (mineral); Computer science; Medical education; Data extraction; Variety (cybernetics); Library science; Psychology; World Wide Web; Medicine; Artificial intelligence; Political science","authors":[{"name":"Zahra Premji","is_ca":true},{"name":"Alix Hayden","is_ca":true},{"name":"Shauna Rutherford","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2662207557833308,"gpt":0.4806806093892118,"spread":0.214459853605881,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1126059,0.00167643,0.006034065,0.03104433,0.002494534,0.007546177,0.003703447,0.003564959,0.005165381],"category_scores_gemma":[0.3005564,0.001975366,0.006465192,0.02596538,0.002762687,0.007712185,0.004231774,0.002226635,0.0008875579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009890249,"about_ca_system_score_gemma":0.03392964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004319587,"about_ca_topic_score_gemma":0.01217798,"domain_scores_codex":[0.885509,0.05835887,0.03615877,0.003309855,0.01552743,0.001136146],"domain_scores_gemma":[0.6375023,0.2882928,0.02754497,0.008968672,0.03658461,0.001106616],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002999883,0.0001457687,0.001262038,0.6783971,0.002568942,0.0002230909,0.004558625,0.0003502241,0.0004843402,0.001289541,0.003165028,0.3072553],"study_design_scores_gemma":[0.00008648635,0.0001789737,0.001804497,0.9729027,0.004420072,0.0002074842,0.002026897,0.0001635267,0.0004226237,0.0004761992,0.01728105,0.00002958318],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006820113,0.9721619,0.005566976,0.001942089,0.0006741283,0.008927164,0.0004556845,0.00005491802,0.003396961],"genre_scores_gemma":[0.05168543,0.9009627,0.02351989,0.001658688,0.0003172211,0.02049102,0.0006134221,0.00005097497,0.000700711],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8873941,"threshold_uncertainty_score":0.5955238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1978439378","doi":"10.1109/fskd.2014.6980880","title":"Synthesizing data-to-wisdom hierarchy for developing smart systems","year":2014,"lang":"en","type":"article","venue":"","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Hierarchy; Adaptation (eye); Context (archaeology); Construct (python library); Semantics (computer science); Interface (matter); Smart environment; Smart system; Human–computer interaction; Information system; Computer security; Internet of Things; Engineering","authors":[{"name":"Kaiyu Wan","is_ca":false},{"name":"Vangalur Alagar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3854817928836721,"gpt":0.4296385433396458,"spread":0.04415675045597373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00241028,0.0005606651,0.0005158552,0.001947556,0.001851741,0.004734742,0.001467635,0.001306477,0.003640343],"category_scores_gemma":[0.006740142,0.0004573952,0.0009290269,0.001863147,0.004740972,0.008199016,0.00467497,0.002613732,0.001248963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00322441,"about_ca_system_score_gemma":0.005102253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005313508,"about_ca_topic_score_gemma":0.006648749,"domain_scores_codex":[0.9979182,0.0006375833,0.0002644677,0.000314035,0.0006824157,0.0001834252],"domain_scores_gemma":[0.9970325,0.0009961099,0.000267233,0.0006850618,0.0006067228,0.0004123301],"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":[0.00001252518,0.00002864161,0.000674916,0.0001935422,0.00001304705,0.000203419,0.001522768,0.007896638,0.0009800561,0.9501563,0.001530697,0.03678738],"study_design_scores_gemma":[0.00001903663,0.0000364488,0.0003889326,0.0001511365,0.00001859394,0.0002131506,0.001030018,0.05107797,0.001529877,0.8948925,0.05060666,0.0000355841],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01647922,0.001223936,0.9112457,0.005014669,0.0001451182,0.0003044739,0.0002540086,0.0005325337,0.06480034],"genre_scores_gemma":[0.3156077,0.001188141,0.6761461,0.0003925124,0.00007326348,0.0003179493,0.0003846736,0.00008991714,0.005799694],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005313508,"threshold_uncertainty_score":0.02339488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2581810060","doi":"10.4000/vertigo.18130","title":"Culture, connaissance et réduction des risques de catastrophe : liens critiques pour une transformation sociétale durable","year":2016,"lang":"fr","type":"article","venue":"VertigO","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Juergen Weichselgartner","is_ca":false},{"name":"John N. Norton","is_ca":false},{"name":"Guillaume Chantry","is_ca":false},{"name":"Émilie Brévière","is_ca":false},{"name":"Patrick Pigeon","is_ca":false},{"name":"Bernard Guézo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07736857135965684,"gpt":0.3737924999078721,"spread":0.2964239285482152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01227482,0.0009772531,0.0007975218,0.001936632,0.005319181,0.00888032,0.001728972,0.003001538,0.006827446],"category_scores_gemma":[0.01699514,0.0002703137,0.0006140545,0.002693664,0.02731818,0.006112526,0.004156998,0.005417937,0.0003894496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01290354,"about_ca_system_score_gemma":0.01527383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03750363,"about_ca_topic_score_gemma":0.03903175,"domain_scores_codex":[0.9907024,0.006840671,0.0002411746,0.0006049201,0.001008681,0.0006022105],"domain_scores_gemma":[0.9861622,0.01006025,0.001099403,0.0005799645,0.001715351,0.0003828936],"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":[0.00005913706,0.00006261416,0.005999594,0.001444323,0.00009612807,0.000370221,0.1544244,0.0009377049,0.0004667251,0.772243,0.005306636,0.05858941],"study_design_scores_gemma":[0.00003857273,0.0002033806,0.01849161,0.005358637,0.0001061505,0.0003963955,0.2942605,0.001612155,0.001306648,0.424726,0.2534009,0.00009910743],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1885704,0.08480988,0.03061909,0.3959805,0.003179407,0.0002245563,0.0002857532,0.00006209077,0.2962683],"genre_scores_gemma":[0.9590647,0.01981812,0.00313489,0.008162928,0.0004937204,0.0002032009,0.00003940823,0.00003385678,0.009049293],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03750363,"threshold_uncertainty_score":0.09362221,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400014188","doi":"10.2139/ssrn.4869827","title":"Consensus Reaching-Based Decision Model for Assessing Resilient Urban Public Health Safety Ecosystem with Social Network Analysis","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Knowledge Management and Technology","field":"Decision Sciences","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 Alberta","funders":"","keywords":"Social network analysis; Public health; Environmental planning; Decision analysis; Ecosystem health; Environmental resource management; Ecosystem; Ecosystem services; Business; Computer science; Geography; Environmental science; Economics; Ecology; Medicine; Social media","authors":[{"name":"Zelin Wang","is_ca":false},{"name":"Xiangbin Wang","is_ca":false},{"name":"Weizhong Wang","is_ca":false},{"name":"Muhammet Deveci","is_ca":false},{"name":"Zeng‐Yuan Wu","is_ca":false},{"name":"Witold Pedrycz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07498968392419118,"gpt":0.3736192632325473,"spread":0.2986295793083562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005877566,0.001743318,0.003219179,0.002919795,0.001356134,0.00275264,0.003534331,0.003856292,0.006592975],"category_scores_gemma":[0.01119657,0.0009922879,0.001954324,0.001888443,0.001935301,0.003281904,0.00295646,0.002173891,0.0005376342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003561659,"about_ca_system_score_gemma":0.003718819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01862329,"about_ca_topic_score_gemma":0.009226219,"domain_scores_codex":[0.9972001,0.001140906,0.0001328569,0.000741882,0.0003817692,0.0004023429],"domain_scores_gemma":[0.9910586,0.00668844,0.0005779131,0.0001962616,0.00105034,0.0004283506],"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":[0.00006075675,0.00003641366,0.0005638581,0.00004215868,0.00004958093,0.00004819602,0.00004685418,0.9840893,0.0002097355,0.01037121,0.0003198038,0.004162167],"study_design_scores_gemma":[0.000003932772,0.00001097577,0.0000375553,0.000002946817,0.000008010523,0.000003104265,0.0000086749,0.9962839,0.00003259467,0.003561673,0.000042878,0.000003865503],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05950507,0.0002161517,0.9332993,0.0006932526,0.00007811493,0.0002085892,0.0003395281,0.0002824737,0.005377475],"genre_scores_gemma":[0.9255822,0.0001683876,0.06793761,0.0001462748,0.00006001725,0.0004607773,0.000423582,0.00005832743,0.005162793],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01862329,"threshold_uncertainty_score":0.0370298,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2987408898","doi":"10.4000/books.editionscnrs.20134","title":"La transculture de l’information : vers une posture multiculturelle de l’information","year":2014,"lang":"fr","type":"book-chapter","venue":"CNRS Éditions eBooks","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Moncton","funders":"","keywords":"Computer science","authors":[{"name":"Monica Mallowan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02088562308470785,"gpt":0.26935371808564,"spread":0.2484680950009322,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003800558,0.0006598598,0.0005994736,0.003392056,0.004839091,0.02275121,0.001168692,0.002550263,0.005045197],"category_scores_gemma":[0.004049008,0.0003106931,0.0004750815,0.004696874,0.02812753,0.01694089,0.005928823,0.00444445,0.001662115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005607212,"about_ca_system_score_gemma":0.005316165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005904354,"about_ca_topic_score_gemma":0.003451378,"domain_scores_codex":[0.9955646,0.002210008,0.0001730895,0.0005632542,0.000980612,0.0005084848],"domain_scores_gemma":[0.9946214,0.003208074,0.0003519001,0.0007283653,0.0006331565,0.0004570619],"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":[0.00002074573,0.00001690062,0.0003007979,0.0001428198,0.00000711898,0.0001611402,0.09031756,0.00008919452,0.000434659,0.8628196,0.00727447,0.03841508],"study_design_scores_gemma":[0.00001017633,0.00006747137,0.001011215,0.0006462496,0.00001665229,0.0006363488,0.03696772,0.0004025722,0.0008774623,0.194161,0.7651718,0.0000312866],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.038636,0.03892084,0.01634684,0.04452955,0.001784851,0.00003517109,0.00008255434,0.0001648014,0.8594993],"genre_scores_gemma":[0.8449137,0.02298378,0.006256091,0.006499563,0.002177336,0.0001114442,0.0001158721,0.0002605775,0.1166817],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02275121,"threshold_uncertainty_score":0.04068339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2896849145","doi":"10.2118/191514-ms","title":"Safe Choice – Operationalizing Human Performance Science in Decision-Making","year":2018,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Operationalization; Agile software development; Transformational leadership; Workforce; Engineering; Knowledge management; Computer science; Public relations; Political science","authors":[{"name":"Carla Santamaria","is_ca":false},{"name":"Jim Flood","is_ca":false},{"name":"Paul C. Schuberth","is_ca":false},{"name":"Jorge J. Morell","is_ca":false},{"name":"Jaime R. Hinojosa","is_ca":false},{"name":"Justin Haddock","is_ca":false},{"name":"Hugh O’Donnell","is_ca":false},{"name":"Eric Sandelands","is_ca":false},{"name":"Mel Cowan","is_ca":false},{"name":"Alan L. Higgins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07713406605603454,"gpt":0.4016807540668544,"spread":0.3245466880108199,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05026251,0.001472116,0.0008454262,0.005042799,0.00413997,0.01277849,0.002215025,0.002297331,0.008691822],"category_scores_gemma":[0.05106478,0.0005028908,0.001838075,0.003649987,0.02537426,0.01125535,0.009734095,0.004376652,0.0007952838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008061747,"about_ca_system_score_gemma":0.01086097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001966398,"about_ca_topic_score_gemma":0.001797779,"domain_scores_codex":[0.9438452,0.04440374,0.001409374,0.003017933,0.00555445,0.001769378],"domain_scores_gemma":[0.8966702,0.07795207,0.006586825,0.007707395,0.0066573,0.004426208],"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":[0.0003187573,0.0006924656,0.01193418,0.0006864559,0.0001668241,0.0001822024,0.01699268,0.01352938,0.00075147,0.8697514,0.003657933,0.08133624],"study_design_scores_gemma":[0.0000853329,0.0003595775,0.003627496,0.0005587866,0.00004737761,0.00007095907,0.01011793,0.01474434,0.001467698,0.9432144,0.02563242,0.00007368127],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1859021,0.001205014,0.5831307,0.02348419,0.0006193813,0.001806127,0.0004081841,0.0004527387,0.2029915],"genre_scores_gemma":[0.9096885,0.0003326302,0.08517654,0.0008359979,0.00007593224,0.0007834783,0.0001242946,0.00006122555,0.002921362],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05026251,"threshold_uncertainty_score":0.2658167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392165267","doi":"10.1007/978-3-031-53270-2_1","title":"Legislation and Programs Supporting Envronmental Protection","year":2024,"lang":"en","type":"book-chapter","venue":"Earth and environmental sciences library","topic":"Knowledge Management and Technology","field":"Decision Sciences","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 Saskatchewan","funders":"","keywords":"Legislation; Business; Political science; Law","authors":[{"name":"Gabriel Gbenga Babaniyi","is_ca":false},{"name":"Ulelu Jessica Akor","is_ca":false},{"name":"Joshua Ibukun Adebomi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04881393872613204,"gpt":0.2560662133837252,"spread":0.2072522746575932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001769424,0.0003770767,0.0002060164,0.001538245,0.002049487,0.003616711,0.001384944,0.004606733,0.03827399],"category_scores_gemma":[0.003057972,0.0004009404,0.0003563972,0.001380756,0.001558368,0.001674798,0.001501134,0.003212217,0.01059003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002235666,"about_ca_system_score_gemma":0.009866007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03164821,"about_ca_topic_score_gemma":0.07237895,"domain_scores_codex":[0.9988872,0.0001702492,0.0000419792,0.00007921599,0.0006262227,0.0001949982],"domain_scores_gemma":[0.9988519,0.0006152476,0.00007006572,0.00007129178,0.0002921402,0.00009943732],"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":[0.00001309599,0.0001520643,0.0004791621,0.0002194505,0.000003619334,0.0001175305,0.0008588679,0.0005191654,0.0009459981,0.4204876,0.4283886,0.1478149],"study_design_scores_gemma":[0.000004302774,0.000009799042,0.001052449,0.0002007126,0.000003891739,0.00003542187,0.0001671779,0.0001135687,0.00023729,0.005762063,0.9924084,0.000004969243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001382262,0.001653101,0.001263354,0.004836123,0.0005923074,0.00009579142,0.0001410559,0.0001456131,0.9898905],"genre_scores_gemma":[0.01291958,0.004062103,0.003258335,0.005937408,0.0003112268,0.0001609255,0.0003317384,0.00006535002,0.9729533],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03827399,"threshold_uncertainty_score":0.1280392,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404599725","doi":"10.1108/rmj-08-2023-0041","title":"Artificial intelligence and records management in contemporary organizations: what cultural aspects are required? Insights from the information culture framework (ICF)","year":2024,"lang":"en","type":"article","venue":"Records Management Journal","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Knowledge management; Records management; Organizational culture; Engineering ethics; Sociology; Business; Management science; Data science; Engineering; Computer science; Political science; Public relations","authors":[{"name":"Siham Alaoui","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08957363193056397,"gpt":0.3453286026406249,"spread":0.2557549707100609,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02061846,0.0003097712,0.0003850376,0.003633398,0.007218917,0.02044152,0.001480354,0.002015697,0.0009831159],"category_scores_gemma":[0.02284286,0.0003537619,0.0003500256,0.00522201,0.04437588,0.01455465,0.005139619,0.003488347,0.0001288856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01086267,"about_ca_system_score_gemma":0.009795964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01820012,"about_ca_topic_score_gemma":0.01143772,"domain_scores_codex":[0.9758376,0.01676227,0.001444279,0.001054769,0.0034539,0.001447192],"domain_scores_gemma":[0.9562905,0.02741849,0.006728086,0.002394916,0.004395687,0.002772317],"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":[0.00003620641,0.00009889417,0.01547859,0.0004038387,0.00003964553,0.0004518873,0.3926603,0.0006241072,0.0004253077,0.5206599,0.002045947,0.06707541],"study_design_scores_gemma":[0.00002092971,0.0001128625,0.02304795,0.001589463,0.00003748124,0.0005963072,0.6830692,0.00150894,0.0006615397,0.1833716,0.1058598,0.0001240335],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6099093,0.02434614,0.02906101,0.1141024,0.0004874215,0.0001574537,0.0001001578,0.00009729994,0.2217388],"genre_scores_gemma":[0.989678,0.002916024,0.004517023,0.001834284,0.00007178503,0.0000411539,0.0000189131,0.00001442724,0.0009084025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02061846,"threshold_uncertainty_score":0.1090422,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094883166","doi":"10.1109/cogsima.2013.6523847","title":"The &amp;#x201C;tunnel vision&amp;#x201D; effect: Structuring of attention and use of digital technologies in Emergency Operation Centers","year":2013,"lang":"en","type":"article","venue":"","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Structuring; Computer science; Aeronautics; Engineering; Business","authors":[{"name":"Richard Arias‐Hernández","is_ca":true},{"name":"Brian Fisher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05226686473670362,"gpt":0.3296879524699262,"spread":0.2774210877332226,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003921156,0.0002225409,0.0003129367,0.0008225066,0.002019414,0.001832801,0.0007185513,0.0009353773,0.005211417],"category_scores_gemma":[0.02237171,0.000269324,0.0003509839,0.0007733196,0.003843561,0.001521878,0.003159084,0.001121126,0.0001716413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003276874,"about_ca_system_score_gemma":0.004824591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04631532,"about_ca_topic_score_gemma":0.04916577,"domain_scores_codex":[0.9953631,0.002918613,0.0001312189,0.000400378,0.00051684,0.0006697879],"domain_scores_gemma":[0.9654202,0.02481972,0.003287459,0.001544909,0.001589921,0.003337742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.02217012,0.009171307,0.4851444,0.001579873,0.0004775033,0.001304168,0.1829072,0.006457234,0.05098641,0.01804281,0.006540476,0.2152186],"study_design_scores_gemma":[0.0003586702,0.002438896,0.9412542,0.0001657076,0.0001116841,0.00007985234,0.04515623,0.0005904516,0.003057605,0.001714798,0.005017822,0.00005394132],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99212,0.00009718037,0.0002993161,0.0002859326,0.000008977148,0.00005925331,0.00004734933,0.0000123869,0.007069632],"genre_scores_gemma":[0.9985499,0.0000401061,0.0003859631,0.0001149006,0.000004575922,0.00006335889,0.00002670786,0.000006751201,0.0008078381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04631532,"threshold_uncertainty_score":0.09209144,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1842573279","doi":"10.3968/5142","title":"How the Physical World Impacts Different Objects","year":2014,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Object (grammar); Reflection (computer programming); Animation; Interface (matter); Computer science; Transformation (genetics); Flow (mathematics); Process (computing); Information flow; Human–computer interaction; Physics; Mechanics; Computer graphics (images); Artificial intelligence; Programming language","authors":[{"name":"Vladimir Romanenko","is_ca":false},{"name":"Galina Nikitina","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1672005263238469,"gpt":0.4377242277817778,"spread":0.2705237014579309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001298836,0.0004554756,0.0004643399,0.001313887,0.002073578,0.006846721,0.000792674,0.001431843,0.01003532],"category_scores_gemma":[0.004150913,0.0003964524,0.0007243514,0.001375172,0.009689162,0.009156146,0.002550535,0.001295791,0.001026386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001816646,"about_ca_system_score_gemma":0.001185197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003834263,"about_ca_topic_score_gemma":0.001843033,"domain_scores_codex":[0.9977199,0.001090041,0.00006387891,0.0003503941,0.00053202,0.0002437145],"domain_scores_gemma":[0.9984769,0.0008115116,0.0001462093,0.0002716845,0.0001821321,0.0001115495],"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":[0.00001369069,0.00003053656,0.002602703,0.000112328,0.00004951513,0.000198141,0.002425151,0.002858727,0.0008363843,0.9777975,0.001243854,0.01183143],"study_design_scores_gemma":[0.00001195825,0.00006242546,0.009147727,0.0001320526,0.000073898,0.0003064629,0.004154221,0.00585037,0.001310726,0.9117463,0.06715284,0.00005107847],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2107096,0.008424901,0.1929287,0.01348925,0.0006036008,0.0002887691,0.0006360222,0.0002844516,0.5726347],"genre_scores_gemma":[0.9498925,0.004685895,0.01866469,0.0005748839,0.0001865836,0.0001632344,0.0002264654,0.0001269456,0.02547882],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01003532,"threshold_uncertainty_score":0.03357154,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402445033","doi":"10.14738/assrj.119.2.17405","title":"Forensic Accounting: Exploration of Trends and Theme via Bibliometric Analysis","year":2024,"lang":"en","type":"article","venue":"Advances in Social Sciences Research Journal","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Theme (computing); Accounting; Data science; Management science; Computer science; Economics; World Wide Web","authors":[{"name":"Nur Syuhada Adnan","is_ca":false},{"name":"Syafiq Abdul Haris Halmi","is_ca":false},{"name":"Noor Emilina Mohd Nasir","is_ca":false},{"name":"Suraya Ahmad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3052672451296318,"gpt":0.5571467751815147,"spread":0.2518795300518828,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.008923849,0.0005425957,0.00113012,0.1537882,0.001289891,0.007371807,0.0008547271,0.0006142327,0.002253348],"category_scores_gemma":[0.04146741,0.0002416425,0.0009464451,0.202349,0.0009853551,0.006233793,0.002529892,0.0005522899,0.00075024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002275876,"about_ca_system_score_gemma":0.003429483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00373139,"about_ca_topic_score_gemma":0.003353723,"domain_scores_codex":[0.9884883,0.002034388,0.002176507,0.0009431549,0.005860618,0.0004971736],"domain_scores_gemma":[0.9422194,0.03333219,0.01170149,0.001719079,0.01027573,0.0007520855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002168773,0.0001681872,0.4385433,0.006859681,0.0007010025,0.0008488625,0.01528064,0.00220895,0.002847697,0.02271726,0.01197651,0.497631],"study_design_scores_gemma":[0.00003184312,0.0002650729,0.7665728,0.003211239,0.0008259667,0.00194172,0.0415654,0.01615827,0.004495991,0.02072655,0.143977,0.0002281635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8749589,0.02447494,0.01255639,0.004377221,0.0002360638,0.0005786316,0.02317827,0.0006493874,0.05899019],"genre_scores_gemma":[0.957362,0.01428113,0.01289009,0.0001299428,0.0003688545,0.0004599208,0.01181894,0.0001000494,0.00258909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8462118,"threshold_uncertainty_score":0.04719436,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W396206255","doi":"","title":"Relating Additive and Subtractive Processes Teleologically For Hybrid Design and Manufacturing","year":2010,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"AUTO21 Network of Centres of Excellence","keywords":"Subtractive color; Computer science; Control engineering; Biochemical engineering; Engineering; Physics","authors":[{"name":"Victoria Townsend","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0594680090872734,"gpt":0.2841337836653146,"spread":0.2246657745780412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005375647,0.00095339,0.00051098,0.001727347,0.001169213,0.003321957,0.001550603,0.001083572,0.003943713],"category_scores_gemma":[0.004857515,0.0006547599,0.00131294,0.001418323,0.004172748,0.002973825,0.003303435,0.001526929,0.0003953876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002388923,"about_ca_system_score_gemma":0.00318014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001551831,"about_ca_topic_score_gemma":0.002676248,"domain_scores_codex":[0.9946452,0.002944609,0.0002577007,0.0004558603,0.001530833,0.0001658312],"domain_scores_gemma":[0.9972315,0.001682924,0.0003592058,0.0003959065,0.0002782836,0.00005208142],"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":[0.00004539395,0.0001094268,0.001083086,0.000344387,0.00007109174,0.0001760988,0.001758257,0.1478021,0.006738387,0.7650569,0.0002828222,0.07653193],"study_design_scores_gemma":[0.00005564627,0.0003082723,0.000670396,0.0002255325,0.00009336867,0.0002786828,0.001254481,0.3515136,0.009279996,0.6029567,0.03325962,0.0001037871],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00392826,0.00007739192,0.9914111,0.0001363855,0.0000137192,0.00009402903,0.000006210646,0.00002704632,0.004305879],"genre_scores_gemma":[0.1702363,0.0002127524,0.8269309,0.00007817987,0.00001599273,0.0004866188,0.00002596461,0.00002787608,0.001985528],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005375647,"threshold_uncertainty_score":0.02842951,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403846973","doi":"10.1016/j.jii.2024.100716","title":"Consensus reaching-based decision model for assessing resilient urban public health safety ecosystem with social network analysis","year":2024,"lang":"en","type":"article","venue":"Journal of Industrial Information Integration","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":2,"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":"Social network analysis; Decision analysis; Public health; Environmental planning; Business; Risk analysis (engineering); Environmental resource management; Computer science; Environmental science; Medicine; Economics","authors":[{"name":"Zelin Wang","is_ca":false},{"name":"Xiangbin Wang","is_ca":false},{"name":"Weizhong Wang","is_ca":false},{"name":"Muhammet Deveci","is_ca":false},{"name":"Witold Pedrycz","is_ca":true},{"name":"Zeng‐Yuan Wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1759743578157172,"gpt":0.3903120986657117,"spread":0.2143377408499945,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004824075,0.001554046,0.002603569,0.002909454,0.001454192,0.00260187,0.003271136,0.003003644,0.005643942],"category_scores_gemma":[0.00879568,0.0008871551,0.001729273,0.001698021,0.001577988,0.003183264,0.002606204,0.001763965,0.0004208531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003167792,"about_ca_system_score_gemma":0.003406997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02126544,"about_ca_topic_score_gemma":0.01188385,"domain_scores_codex":[0.9976707,0.0008664089,0.0001276902,0.0006430308,0.0003602332,0.0003318797],"domain_scores_gemma":[0.993874,0.004396875,0.0004064785,0.0001433632,0.0008752627,0.0003040404],"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":[0.00006453384,0.00004368657,0.00089148,0.00004397696,0.00005819298,0.00006009,0.00005844559,0.9827089,0.0002404987,0.009714033,0.0003779072,0.005738221],"study_design_scores_gemma":[0.000003108942,0.000009539583,0.000043344,0.000002571467,0.000008261389,0.00000309967,0.00001021033,0.9972141,0.00002953009,0.00263059,0.00004216691,0.000003517337],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07165427,0.000257814,0.9210274,0.0006473617,0.00008597642,0.0002040195,0.00031021,0.0003145292,0.005498441],"genre_scores_gemma":[0.9367334,0.0001520523,0.05835677,0.0001199723,0.00004608158,0.0003309672,0.0003526666,0.0000429921,0.003865035],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02126544,"threshold_uncertainty_score":0.04228336,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2885420024","doi":"10.5430/jms.v9n3p103","title":"Designing Structured Design Thinking Framework for Societal System Design in the Unknown Context","year":2018,"lang":"en","type":"article","venue":"Journal of Management and Strategy","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Design thinking; Critical systems thinking; Systems thinking; Computer science; Context (archaeology); Management science; Process (computing); Systems design; Design process; Design methods; Engineering design process; Process management; Systems engineering; Knowledge management; Critical thinking; Engineering; Human–computer interaction; Software engineering; Work in process; Artificial intelligence; Sociology; Operations management","authors":[{"name":"Yoshikazu Tomita","is_ca":false},{"name":"Takashi Maéno","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1417001009562671,"gpt":0.3633949222603409,"spread":0.2216948213040738,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009309256,0.001220106,0.0005654206,0.003576603,0.003084916,0.004726597,0.001576822,0.001928221,0.003493649],"category_scores_gemma":[0.005046235,0.0005696654,0.001723117,0.001620945,0.006494429,0.005108479,0.003303008,0.002571509,0.0005337819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004806298,"about_ca_system_score_gemma":0.008823348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005679171,"about_ca_topic_score_gemma":0.008279864,"domain_scores_codex":[0.9942474,0.00392575,0.0003509664,0.0004748457,0.000716364,0.0002846764],"domain_scores_gemma":[0.9969764,0.001570007,0.0002540183,0.0002824867,0.0007112772,0.0002058045],"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":[0.00001552613,0.00006939672,0.0007476674,0.0002532222,0.00002214193,0.0002608396,0.007526847,0.01059017,0.00130922,0.9507506,0.001347864,0.02710653],"study_design_scores_gemma":[0.0001017646,0.0001359697,0.0006605692,0.0006312071,0.00007726773,0.0003105298,0.007006977,0.06618589,0.002086199,0.8362057,0.08651294,0.0000850494],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007136403,0.0003026362,0.9707462,0.001935644,0.00007432498,0.0005333454,0.00006234509,0.0001372734,0.01907176],"genre_scores_gemma":[0.1067708,0.0003538579,0.8890175,0.0002423371,0.00002546123,0.001397893,0.0001129152,0.0000329861,0.002046347],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009309256,"threshold_uncertainty_score":0.04923266,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2177265874","doi":"","title":"FREEDOM OF INFORMATION AND THE RIGHT TO ENVIRONMENTAL PROTECTION","year":2015,"lang":"en","type":"article","venue":"European Scientific Journal ESJ","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for International Governance Innovation","funders":"","keywords":"Freedom of information; International community; Human rights; Political science; Convention; Public relations; Environmental law; Right to know; Order (exchange); Environmentalism; International law; Law; Business; Politics","authors":[{"name":"Ana Cristina Palhavã Malta Ramalho de Carvalho","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05115620114152957,"gpt":0.2725046669349551,"spread":0.2213484657934255,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0109464,0.0003513714,0.0007471602,0.001853994,0.005211385,0.01389064,0.001234833,0.006534723,0.00954119],"category_scores_gemma":[0.0191087,0.0003298746,0.0006976636,0.003287072,0.03804263,0.01218448,0.008744041,0.005390616,0.001658026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00362241,"about_ca_system_score_gemma":0.00919906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004899288,"about_ca_topic_score_gemma":0.003394695,"domain_scores_codex":[0.9780934,0.01042179,0.001266566,0.001859684,0.005586423,0.002772103],"domain_scores_gemma":[0.9783383,0.01447222,0.001776145,0.003023092,0.001410241,0.0009800587],"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":[0.000005575733,0.00001022729,0.0001530834,0.00003703266,0.000002504392,0.00004218374,0.001472611,0.0001187339,0.00005435563,0.9917197,0.002094622,0.004289253],"study_design_scores_gemma":[0.0000120753,0.00002057283,0.0008143067,0.0005349396,0.000009150251,0.0001606024,0.002224138,0.0001642919,0.0002626957,0.7753852,0.2203848,0.00002723428],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01336174,0.007762524,0.01799027,0.05746187,0.0005680065,0.0001320879,0.0002732347,0.00004682066,0.9024035],"genre_scores_gemma":[0.8864728,0.009567124,0.01112277,0.01362202,0.001009542,0.0003501199,0.0003080426,0.00007040364,0.07747721],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01389064,"threshold_uncertainty_score":0.05789077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2500969695","doi":"10.1142/9781848163874_0002","title":"THE USE OF EVOLUTIONARY COMPUTATION IN KNOWLEDGE DISCOVERY: THE EXAMPLE OF INTRUSION DETECTION SYSTEMS","year":2010,"lang":"en","type":"book-chapter","venue":"Advances in computer science and engineering","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Intrusion detection system; Computer science; Computational biology; Artificial intelligence; Biology","authors":[{"name":"Shelly Xiaonan Wu","is_ca":true},{"name":"Wolfgang Banzhaf","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04973941789360747,"gpt":0.2872510059296987,"spread":0.2375115880360912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002147832,0.0005684808,0.0008244499,0.001363622,0.0007648731,0.002947747,0.001159982,0.001429036,0.001895189],"category_scores_gemma":[0.006086406,0.0002907662,0.0006274625,0.002321524,0.002734089,0.002528623,0.0011664,0.001784469,0.0003886101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007829738,"about_ca_system_score_gemma":0.0007527522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002083678,"about_ca_topic_score_gemma":0.003038198,"domain_scores_codex":[0.9993107,0.0003250528,0.00003620568,0.00008114812,0.0002103568,0.00003645507],"domain_scores_gemma":[0.996717,0.002837294,0.00005096493,0.0001780636,0.0001690793,0.00004747931],"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":[0.00006230116,0.00009788961,0.001382065,0.0004256202,0.0001760577,0.0004300762,0.0008651813,0.05220297,0.002216459,0.5884044,0.006662212,0.3470748],"study_design_scores_gemma":[0.00002156998,0.00005557411,0.0007320753,0.0001591864,0.00005204176,0.0004308554,0.0002395289,0.1695358,0.002230981,0.7805864,0.04592334,0.00003271261],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.03506619,0.02555141,0.8317957,0.008558825,0.0004576379,0.0001158909,0.0001477342,0.0003302448,0.09797635],"genre_scores_gemma":[0.3066662,0.01401982,0.6592029,0.0009114187,0.0002763358,0.00009756908,0.0001722317,0.0001116574,0.01854188],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.002947747,"threshold_uncertainty_score":0.01135898,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2110180658","doi":"10.1002/meet.2011.14504801205","title":"Shaking it up: Embracing new methods for publishing, finding, discussing, and measuring our research output","year":2011,"lang":"en","type":"article","venue":"Proceedings of the American Society for Information Science and Technology","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Publication; Session (web analytics); Field (mathematics); Computer science; Action (physics); Publishing; Data science; Public relations; Engineering ethics; World Wide Web; Political science; Engineering","authors":[{"name":"Alex Garnett","is_ca":true},{"name":"Kim Holmberg","is_ca":false},{"name":"Christina K. Pikas","is_ca":false},{"name":"Heather Piwowar","is_ca":false},{"name":"Jason R Priem","is_ca":false},{"name":"Nicholas Weber","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3120932451150088,"gpt":0.464618573518531,"spread":0.1525253284035222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4819152,0.002090611,0.002514424,0.01933827,0.01042958,0.05563991,0.007165926,0.007521166,0.01363141],"category_scores_gemma":[0.5610082,0.002600432,0.002564992,0.01572233,0.02358632,0.06104839,0.03184293,0.01215209,0.005859894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01111557,"about_ca_system_score_gemma":0.01584834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002554042,"about_ca_topic_score_gemma":0.002944882,"domain_scores_codex":[0.350236,0.5458346,0.02231303,0.01351408,0.06413452,0.003967784],"domain_scores_gemma":[0.1986906,0.6169702,0.03623382,0.07033318,0.0704472,0.007324997],"domain_codex":"methods","domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000457706,0.0003926163,0.01230026,0.005083918,0.000572052,0.000248651,0.1633487,0.001277919,0.003564324,0.1577547,0.06018713,0.594812],"study_design_scores_gemma":[0.0003458723,0.0009857195,0.01471937,0.01051941,0.0005933025,0.0007696517,0.09630459,0.01012817,0.007189747,0.3086823,0.5481641,0.001597781],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03535174,0.008620088,0.7212417,0.1281381,0.01010012,0.006225816,0.001411389,0.003617453,0.08529343],"genre_scores_gemma":[0.2198289,0.005200863,0.7232593,0.01496307,0.004505021,0.01526651,0.0006635521,0.001832205,0.01448055],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9443601,"threshold_uncertainty_score":0.6388907,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3107823784","doi":"10.5539/ibr.v13n12p51","title":"Effects of Innovation Education and Corporate Needs -Analysis Using Bayesian Network","year":2020,"lang":"en","type":"article","venue":"International Business Research","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Creativity; Innovator; Bayesian network; Odds; Skepticism; Set (abstract data type); Analytical skill; Psychology; Knowledge management; Computer science; Mathematics education; Artificial intelligence; Social psychology; Machine learning; Intellectual property","authors":[{"name":"Tsuyoshi Aburai","is_ca":false},{"name":"Kazuhiro Takeyasu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2210906055528978,"gpt":0.4531245952305217,"spread":0.2320339896776239,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01439242,0.0006106386,0.0007620433,0.003131388,0.0006277807,0.001451932,0.0008638255,0.001088311,0.007578446],"category_scores_gemma":[0.08494414,0.000371286,0.002178544,0.001783818,0.0008308452,0.00283198,0.001534099,0.001338471,0.0002570059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001643302,"about_ca_system_score_gemma":0.001230644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008894815,"about_ca_topic_score_gemma":0.004041153,"domain_scores_codex":[0.9855398,0.01083439,0.0004625201,0.00121355,0.001392721,0.0005570573],"domain_scores_gemma":[0.8535437,0.1381404,0.0037446,0.001686268,0.001937997,0.0009469538],"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":[0.002914404,0.001900931,0.757323,0.0004794486,0.002098858,0.0005955735,0.003755999,0.08301474,0.001166186,0.02407311,0.0009925165,0.1216851],"study_design_scores_gemma":[0.0001986805,0.001535172,0.3859579,0.0001452625,0.001625812,0.0004104868,0.004260575,0.5605415,0.00127524,0.0420195,0.001909816,0.0001201334],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9532529,0.0002355903,0.03882606,0.0009445828,0.00002341216,0.0003047823,0.0003658274,0.00007881172,0.005968083],"genre_scores_gemma":[0.9925074,0.0001172045,0.006583026,0.00003114401,0.000009992412,0.0001441807,0.0001207901,0.000009422421,0.0004769783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01439242,"threshold_uncertainty_score":0.07611531,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394821178","doi":"10.1108/jd-05-2023-0090","title":"APRD: action partnership research design: reimagining the role of the user in library and information science research","year":2024,"lang":"en","type":"article","venue":"Journal of Documentation","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Participatory action research; General partnership; Originality; Premise; Participatory design; Action research; Research design; Sociology; Knowledge management; Citizen journalism; Design science research; Public relations; Computer science; Qualitative research; Information system; World Wide Web; Political science; Engineering; Pedagogy; Social science","authors":[{"name":"Valerie Nesset","is_ca":false},{"name":"Elisabeth Davis","is_ca":false},{"name":"Nicholas Vanderschantz","is_ca":false},{"name":"Owen Stewart‐Robertson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3041508297606987,"gpt":0.5252900106402658,"spread":0.2211391808795671,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2821539,0.001189022,0.001817763,0.004617569,0.01030947,0.02311713,0.005694573,0.005773673,0.009942439],"category_scores_gemma":[0.1617305,0.001576351,0.001953688,0.00463788,0.0366612,0.02110191,0.03984138,0.009733383,0.002757227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008180045,"about_ca_system_score_gemma":0.04095103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001330972,"about_ca_topic_score_gemma":0.002023865,"domain_scores_codex":[0.5449151,0.4236111,0.008890408,0.008812382,0.01144143,0.002329614],"domain_scores_gemma":[0.7237316,0.216203,0.008045331,0.03147181,0.01302083,0.007527328],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003472254,0.0002621315,0.002614958,0.00660498,0.00008165349,0.0004936597,0.2384769,0.001036133,0.001894013,0.4771081,0.01107475,0.2600055],"study_design_scores_gemma":[0.000461799,0.000838651,0.001288658,0.008385322,0.0001883947,0.001202861,0.1481957,0.004250662,0.003871979,0.3512736,0.4798577,0.0001846465],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01904848,0.003106611,0.8531215,0.04340686,0.002355383,0.0107688,0.0003782381,0.0007902098,0.06702402],"genre_scores_gemma":[0.164467,0.002337884,0.7920462,0.007635354,0.0003317554,0.02568892,0.0002405573,0.000309928,0.006942409],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7178462,"threshold_uncertainty_score":0.8852321,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4231634692","doi":"10.22215/etd/2011-09503","title":"Coming to terms with information and communications technologies : the role of the chief information officer of the government of Canada","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Heritage; Library and Archives Canada","funders":"Social Sciences and Humanities Research Council of Canada; Public Works and Government Services Canada; University of Toronto; University of Oxford; Accenture","keywords":"Officer; Government (linguistics); Political science; The Internet; Library science; Telecommunications; Engineering; Computer science; World Wide Web; Law; Philosophy","authors":[{"name":"David Brown","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01410665127554623,"gpt":0.2427659808415745,"spread":0.2286593295660283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002500848,0.0003099632,0.0003285577,0.001404812,0.01744361,0.009098398,0.0008636737,0.001972752,0.01895064],"category_scores_gemma":[0.006715161,0.0003016795,0.0001527511,0.00288483,0.003004854,0.002426975,0.00124028,0.002896621,0.003127694],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09578404,"about_ca_system_score_gemma":0.4137584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9905323,"about_ca_topic_score_gemma":0.9971952,"domain_scores_codex":[0.9965294,0.000203134,0.0000770011,0.0002403557,0.001818334,0.00113185],"domain_scores_gemma":[0.9871356,0.0005576504,0.0002290813,0.0001078514,0.007235546,0.004734257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003253413,0.00005740389,0.007511052,0.0001753677,0.000009112721,0.0001868838,0.008845896,0.0002964704,0.0005037306,0.0294807,0.8614758,0.09142493],"study_design_scores_gemma":[0.000007230843,0.00001450437,0.01905056,0.000447414,0.00001297092,0.00005450295,0.02325957,0.0003003383,0.0004297948,0.002179605,0.954208,0.00003537751],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03655932,0.02223411,0.00109221,0.4930089,0.003274171,0.0002495984,0.003179585,0.0001225586,0.4402797],"genre_scores_gemma":[0.2330322,0.03862119,0.002305702,0.01184808,0.0003988928,0.0000525576,0.001071518,0.00009979284,0.7125701],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9042159,"threshold_uncertainty_score":0.6949651,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384297161","doi":"10.46747/cfp.6907511","title":"Tackling complexity through integration","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Diversity (politics); Healthcare system; Population; Population ageing; Health care; IMG; Computer science; Data science; Medicine; Economic growth; Political science; Environmental health; Economics","authors":[{"name":"Christie Newton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1939549232781479,"gpt":0.3619329118981562,"spread":0.1679779886200083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01380994,0.001349784,0.0008806087,0.00345416,0.01234036,0.01959187,0.004041391,0.00446535,0.03461254],"category_scores_gemma":[0.02103239,0.0007822873,0.001318135,0.002704459,0.0203013,0.02172317,0.02335656,0.009099274,0.007223142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01420919,"about_ca_system_score_gemma":0.04148756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07515622,"about_ca_topic_score_gemma":0.09277453,"domain_scores_codex":[0.9885759,0.004854364,0.0002902755,0.001170934,0.003415518,0.001692945],"domain_scores_gemma":[0.9838584,0.004922527,0.0006837795,0.002790122,0.004275163,0.003470063],"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":[0.000056363,0.0001389896,0.00386445,0.0005547923,0.0001071904,0.0006098852,0.02447888,0.002020055,0.0009068092,0.5025437,0.2439827,0.2207362],"study_design_scores_gemma":[0.00001691482,0.00004855575,0.001244983,0.0009062036,0.00003917369,0.0002719813,0.0162221,0.002652385,0.0004031447,0.3652558,0.6128893,0.00004937795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01497797,0.008693688,0.2141091,0.3257816,0.003687917,0.00037962,0.0004265431,0.003160239,0.4287834],"genre_scores_gemma":[0.5204532,0.01274794,0.2761466,0.0692049,0.002747486,0.001030656,0.001721506,0.002435915,0.1135117],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.07515622,"threshold_uncertainty_score":0.1494375,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018295962","doi":"10.1177/0270467609342712","title":"Sydney Tar Ponds Remediation","year":2009,"lang":"en","type":"article","venue":"Bulletin of Science Technology & Society","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Cape Breton University","funders":"","keywords":"tar (computing); China; Nova scotia; Cape; Environmental remediation; Geography; Vegetation (pathology); History; Environmental science; Archaeology; Ecology; Contamination; Biology","authors":[{"name":"Liu Fan","is_ca":false},{"name":"Ken A. Bryson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03182489784209325,"gpt":0.3253108920845835,"spread":0.2934859942424903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000408671,0.0002684741,0.0001613312,0.0005354007,0.004108023,0.001293541,0.0009371338,0.001042552,0.01115273],"category_scores_gemma":[0.0008027775,0.0001224768,0.0003052095,0.0006957378,0.001267037,0.0005760086,0.001482582,0.0009382349,0.001044989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00495867,"about_ca_system_score_gemma":0.01205013,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2245004,"about_ca_topic_score_gemma":0.4986832,"domain_scores_codex":[0.999203,0.00009544576,0.00002063726,0.00007217167,0.0004456092,0.0001631117],"domain_scores_gemma":[0.9995585,0.00003882791,0.00004388255,0.00004591713,0.0002262926,0.00008658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004249661,0.0005324662,0.04597786,0.001389091,0.00008077548,0.01862688,0.02489881,0.006056977,0.04018588,0.04362131,0.2627364,0.5554684],"study_design_scores_gemma":[0.00003376934,0.0003971974,0.03531342,0.0002868451,0.00004537501,0.001851023,0.01676055,0.00280931,0.02138528,0.003719041,0.9173318,0.00006648795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5136734,0.003406155,0.008294036,0.02172633,0.0009436656,0.00071936,0.0006025623,0.0006328219,0.4500017],"genre_scores_gemma":[0.7686849,0.002326312,0.006309788,0.001551113,0.00007453781,0.00006164397,0.0002729471,0.00004601035,0.2206728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7754996,"threshold_uncertainty_score":0.4463873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2196661833","doi":"","title":"Technology Transforms the Space for Knowledge Acquisition","year":2007,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Space (punctuation); Computer science","authors":[{"name":"Pernille Bjørn","is_ca":true},{"name":"Ellen Balka","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08209648912689108,"gpt":0.3651338109071498,"spread":0.2830373217802588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001703081,0.0004095147,0.0004580574,0.002151778,0.002176583,0.01330482,0.00093392,0.002034659,0.03159402],"category_scores_gemma":[0.008373843,0.000399961,0.000788094,0.001601189,0.007872914,0.01960722,0.007100593,0.001526388,0.004843945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001620786,"about_ca_system_score_gemma":0.002473714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001077231,"about_ca_topic_score_gemma":0.0006815682,"domain_scores_codex":[0.9975348,0.0008871414,0.0001132201,0.0004657072,0.0006550004,0.0003441955],"domain_scores_gemma":[0.993672,0.003175568,0.0004607375,0.001423821,0.0006827267,0.0005849916],"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":[0.000147059,0.00010734,0.00136447,0.00009328686,0.0000216623,0.0002926229,0.003801395,0.001268304,0.002884817,0.9532114,0.001683688,0.03512391],"study_design_scores_gemma":[0.00006625018,0.0001892939,0.001442929,0.0001052422,0.00003160271,0.0004538609,0.006095691,0.004444534,0.003026424,0.9226446,0.06145928,0.00004033719],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2482814,0.001981949,0.1108201,0.0105853,0.000375277,0.00009157472,0.0003105313,0.0007045071,0.6268495],"genre_scores_gemma":[0.9659153,0.0006194104,0.01514636,0.0002121044,0.00008606682,0.00005419791,0.0001033246,0.000101465,0.01776184],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03159402,"threshold_uncertainty_score":0.1056925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410705328","doi":"10.29173/cais1931","title":"Knowledge Organization in a Dangerous Time","year":2025,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Alberta; Dalhousie University; Western University; University of British Columbia","funders":"","keywords":"Business","authors":[{"name":"Julia Bullard","is_ca":true},{"name":"Melissa Adler","is_ca":true},{"name":"Stacy Allison-Cassin","is_ca":true},{"name":"Sharon Farnel","is_ca":true},{"name":"Ali Shiri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0324754364811749,"gpt":0.3015099135471714,"spread":0.2690344770659965,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02056867,0.0004776207,0.0005604567,0.002693352,0.01690061,0.02218227,0.001527905,0.004731875,0.005600617],"category_scores_gemma":[0.02184241,0.0004315369,0.0006137523,0.001748965,0.05389847,0.02059998,0.01531103,0.004643494,0.000869652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008500923,"about_ca_system_score_gemma":0.009962695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003556339,"about_ca_topic_score_gemma":0.004078309,"domain_scores_codex":[0.9742032,0.01856939,0.0006535287,0.001498935,0.003182989,0.001891948],"domain_scores_gemma":[0.9754512,0.01091933,0.002494699,0.005093872,0.002811786,0.003229067],"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":[0.00003138054,0.00002057036,0.001044328,0.00006384303,0.00001265742,0.0004017466,0.08929177,0.00065548,0.000354709,0.890376,0.003299692,0.01444783],"study_design_scores_gemma":[0.00001527254,0.00005423721,0.0006743397,0.0002877511,0.00001164749,0.0003317465,0.09757534,0.00105821,0.0004777685,0.6619983,0.2374774,0.00003796496],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2130072,0.004099229,0.1549835,0.09853307,0.001567316,0.0002097519,0.0000612762,0.0004208226,0.5271178],"genre_scores_gemma":[0.9657427,0.0007778227,0.01278772,0.001901611,0.0001474268,0.0001042356,0.00002661555,0.0001380758,0.01837366],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02218227,"threshold_uncertainty_score":0.1087788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1829376136","doi":"10.11606/t.27.2010.tde-29102010-130736","title":"Conhecendo um campo de estudo: aspectos da institucionalização cognitiva e social da ciência da informação","year":2010,"lang":"pt","type":"dissertation","venue":"","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Indiana University Bloomington; University of Colorado Boulder; University of Pittsburgh; Mälardalens högskola; Masarykova Univerzita; Universiteit Antwerpen; University of Illinois at Urbana-Champaign; Universidade Federal de Minas Gerais; Queen's University; Universitatea din București; Universidad de Buenos Aires; Università degli Studi di Trento; Dalhousie University; Universidad de Granada; Drexel University; Robert Gordon University; Bar-Ilan University; Valdosta State University; University of Washington; Louisiana State University; Loughborough University; University of Toronto; University College London; Long Island University; Kent State University","keywords":"Humanities; Philosophy","authors":[{"name":"Monica de Fatima Loureiro Alves","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07112846613374738,"gpt":0.3736094213309206,"spread":0.3024809551971732,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0378658,0.0007287462,0.0009562998,0.005778498,0.01392949,0.02788289,0.002802971,0.00430625,0.005505059],"category_scores_gemma":[0.04399301,0.0008044257,0.0009081102,0.006662077,0.05062468,0.02681651,0.01763667,0.006451775,0.0005340051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01148098,"about_ca_system_score_gemma":0.0213291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01878488,"about_ca_topic_score_gemma":0.03117878,"domain_scores_codex":[0.9650161,0.02762436,0.0008569591,0.001696774,0.003395635,0.001410281],"domain_scores_gemma":[0.9196364,0.06175245,0.004601294,0.004987351,0.006094503,0.002928053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004432249,0.00008608246,0.009862131,0.0009285883,0.00004091411,0.0006206656,0.7122495,0.0001721679,0.000687391,0.2326757,0.005718333,0.03691416],"study_design_scores_gemma":[0.00001739175,0.00007419583,0.007180993,0.00156221,0.00004968969,0.000425731,0.766353,0.0002784586,0.0006269849,0.08976526,0.1336071,0.00005902115],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3582732,0.03346479,0.04840884,0.2637204,0.002234649,0.0006840912,0.0003326953,0.0002358342,0.2926455],"genre_scores_gemma":[0.9609097,0.009336888,0.01245894,0.008959545,0.0003778311,0.000420879,0.00006443125,0.00008948566,0.007382357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9860705,"threshold_uncertainty_score":0.2002559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3100362654","doi":"10.5194/isprs-archives-xliv-3-w1-2020-1-2020","title":"GEOINFORMATION FOR DISASTER MANAGEMENT 2020 (Gi4DM2020): PREFACE","year":2020,"lang":"en","type":"article","venue":"˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Emergency management; Geographic information system; Geography; Computer science; Data science; Environmental planning; Political science; Cartography","authors":[{"name":"Petra Helmholz","is_ca":false},{"name":"Sisi Zlatanova","is_ca":false},{"name":"J. Barton","is_ca":false},{"name":"Mitko Aleksandrov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03671486436748621,"gpt":0.2949591138640807,"spread":0.2582442494965945,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002650908,0.001577461,0.0006282889,0.002269593,0.0006778073,0.004218231,0.001343151,0.002854613,0.151626],"category_scores_gemma":[0.003947348,0.0003587725,0.0004376445,0.001989085,0.0005233163,0.003900866,0.0030597,0.003019504,0.1315279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001387996,"about_ca_system_score_gemma":0.003026417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006418762,"about_ca_topic_score_gemma":0.003608261,"domain_scores_codex":[0.9996048,0.0000658464,0.00003028476,0.00005341091,0.0001766898,0.00006904112],"domain_scores_gemma":[0.9973143,0.0002700659,0.0001675381,0.0001332877,0.001400593,0.0007142067],"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":[0.00002681729,0.00001151244,0.00007682135,0.0002730987,0.000002119706,0.00001976429,0.00001365713,0.0002819446,0.0002052016,0.001871199,0.9651634,0.03205436],"study_design_scores_gemma":[0.000006608713,0.00001522114,0.0002445492,0.0002056587,0.000001751617,0.00001205012,0.00001350458,0.0001404155,0.00005755754,0.001040904,0.9982569,0.000004966289],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001915151,0.03534359,0.01589675,0.0799377,0.2155861,0.001936858,0.1306666,0.007315527,0.5114017],"genre_scores_gemma":[0.02071943,0.0749599,0.01712399,0.0275969,0.06285251,0.003021722,0.262518,0.00507812,0.5261294],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.151626,"threshold_uncertainty_score":0.5072395,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378906850","doi":"10.21810/jicw.v6i1.5407","title":"Information Through the Lens of Safety and Security","year":2023,"lang":"en","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Information security; National security; Lens (geology); Vice president; Through-the-lens metering; Political science; Public relations; Sociology; Library science; Media studies; Public administration; Computer security; Engineering; Management; Computer science; Medicine; Law","authors":[{"name":"Patrick Neal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09982355792729307,"gpt":0.3624933322136773,"spread":0.2626697742863842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007566266,0.0009304854,0.0005369866,0.003967272,0.00929087,0.02321617,0.0008897535,0.006181968,0.02983329],"category_scores_gemma":[0.01478659,0.0003187921,0.0004662846,0.002946364,0.02825874,0.01873804,0.006064186,0.009823768,0.003631909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01267571,"about_ca_system_score_gemma":0.01163858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01508897,"about_ca_topic_score_gemma":0.01374159,"domain_scores_codex":[0.9908134,0.00554166,0.0002336478,0.0006309379,0.002102511,0.0006777582],"domain_scores_gemma":[0.9895093,0.005961577,0.0007130114,0.0007287042,0.001841852,0.001245468],"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":[0.00003157977,0.00001204331,0.0002674262,0.0000748475,0.00000795505,0.0001166943,0.007272666,0.0001583431,0.0001045596,0.8996069,0.07429979,0.01804722],"study_design_scores_gemma":[0.000007462123,0.00001834724,0.0002556428,0.0002644415,0.000004965425,0.0001050968,0.007328227,0.000143039,0.0001235473,0.291255,0.7004794,0.00001490104],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005181906,0.01854518,0.0119469,0.4819511,0.004640163,0.00004613824,0.00033547,0.00008864132,0.4772646],"genre_scores_gemma":[0.6742591,0.03020505,0.01372601,0.07079944,0.007843719,0.0001704328,0.0003847379,0.0002258259,0.2023857],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02983329,"threshold_uncertainty_score":0.09980232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2800224243","doi":"10.1080/15309576.2018.1456941","title":"Speaking Like Statesmen or Scientists: Differentiating Congressional and Administrative Views on Data","year":2018,"lang":"en","type":"article","venue":"Public Performance & Management Review","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Scholarship; Government (linguistics); Public relations; Work (physics); Public sector; Public management; Public administration; Public policy; Political science; Performance management; Business; Linguistics; Law; Marketing; Engineering","authors":[{"name":"Beth‐Anne Schuelke‐Leech","is_ca":true},{"name":"Sara R. Jordan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5015952459339396,"gpt":0.4906719276494635,"spread":0.01092331828447607,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05677913,0.0002470799,0.000717487,0.007835956,0.005558089,0.01419479,0.001122197,0.002579968,0.001585011],"category_scores_gemma":[0.1174554,0.0005502121,0.0003802275,0.01195885,0.01687265,0.01899585,0.004387237,0.004239692,0.0004833199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006047172,"about_ca_system_score_gemma":0.009590388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01143584,"about_ca_topic_score_gemma":0.0195684,"domain_scores_codex":[0.9378139,0.04814623,0.002875697,0.001708745,0.007843854,0.001611648],"domain_scores_gemma":[0.8203841,0.1516775,0.01313478,0.004372271,0.00881881,0.00161263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009619053,0.00004113922,0.02113035,0.0005706021,0.00005542474,0.0002749928,0.7134157,0.0001060099,0.0006393208,0.2100415,0.004170957,0.04945773],"study_design_scores_gemma":[0.00001774529,0.00004774781,0.03935015,0.002489136,0.00008610036,0.0003196757,0.8058601,0.0004592263,0.0009243442,0.05419479,0.0961712,0.00007971021],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6258936,0.04134796,0.01712682,0.1351603,0.0007672525,0.0001447605,0.0004873183,0.00004798297,0.179024],"genre_scores_gemma":[0.9806063,0.01086278,0.001958052,0.004172893,0.0001971127,0.00008289897,0.0001630219,0.00005303804,0.001903924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05677913,"threshold_uncertainty_score":0.3002803,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W32602851","doi":"10.1007/978-1-4615-4617-7_1","title":"Informational Innovations and Their Impacts","year":2000,"lang":"en","type":"book-chapter","venue":"Economics of science, technology and innovation","topic":"Knowledge Management and Technology","field":"Decision Sciences","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 Ottawa","funders":"","keywords":"Business; Industrial organization; Knowledge economy; Knowledge management; Commerce; Computer science","authors":[{"name":"John de la Mothe","is_ca":true},{"name":"Gilles Paquet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04394086596714209,"gpt":0.2887040056946798,"spread":0.2447631397275377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001935514,0.0005674052,0.0004816321,0.001874871,0.0009246304,0.005908593,0.0005888832,0.002516415,0.02735975],"category_scores_gemma":[0.01269731,0.0003202546,0.00040842,0.002384543,0.003862312,0.004602258,0.001531225,0.002136969,0.001842573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001860908,"about_ca_system_score_gemma":0.001054516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001497433,"about_ca_topic_score_gemma":0.001218276,"domain_scores_codex":[0.9983773,0.0006356086,0.00003717217,0.0001349201,0.0005943958,0.000220682],"domain_scores_gemma":[0.9885008,0.009644847,0.0005137743,0.0004626014,0.0006256155,0.000252326],"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":[0.0000531507,0.00009212995,0.0006459492,0.00008691019,0.00001848403,0.0000819091,0.0002167526,0.002683631,0.0001938442,0.9680216,0.003523492,0.02438219],"study_design_scores_gemma":[0.00001782731,0.00002918702,0.002698613,0.00006581915,0.00002574361,0.00007116998,0.0004481024,0.001590847,0.000316183,0.9731469,0.02157716,0.00001244137],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06747501,0.02321014,0.007891131,0.01681754,0.0004417479,0.00004226496,0.0003310335,0.00006435689,0.8837268],"genre_scores_gemma":[0.9195418,0.02542271,0.00161798,0.001120785,0.0009157807,0.00006282934,0.0001172571,0.00003194953,0.05116885],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02735975,"threshold_uncertainty_score":0.09152752,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389994887","doi":"10.36227/techrxiv.170290975.55367595/v1","title":"ScholarFace: Scanning Faces, Discovering Minds","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Face (sociological concept); Computer science; Element (criminal law); World Wide Web; Data science; Work (physics); Internet privacy; Engineering; Political science; Sociology","authors":[{"name":"Wong Yu Kang","is_ca":false},{"name":"Toluwani Aremu","is_ca":true},{"name":"Younes Balah","is_ca":true},{"name":"Maryam Nadeem","is_ca":true},{"name":"Ivo Gollini Navarette","is_ca":true},{"name":"Abdulmotaleb El Saddik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3195938580531725,"gpt":0.4492313947911725,"spread":0.129637536738,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001658909,0.0006465378,0.0004531609,0.001846179,0.001230001,0.003462899,0.001108794,0.001738373,0.01346546],"category_scores_gemma":[0.008949366,0.0004896662,0.0008403919,0.0008065964,0.002073129,0.005026999,0.0039662,0.001141348,0.00592543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005473371,"about_ca_system_score_gemma":0.0006489034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001281423,"about_ca_topic_score_gemma":0.001957357,"domain_scores_codex":[0.9986832,0.0004783184,0.00003901876,0.0003636801,0.0003263924,0.0001093853],"domain_scores_gemma":[0.9979498,0.001194679,0.0001480216,0.0003018068,0.0002323411,0.0001734432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005506348,0.0001439913,0.009028748,0.0006455069,0.00008438149,0.0006539738,0.00911749,0.003912118,0.02944113,0.06489343,0.06079817,0.8207304],"study_design_scores_gemma":[0.0001029172,0.0004448263,0.01439265,0.000631033,0.0001415783,0.004207509,0.01134649,0.128678,0.05215959,0.4737562,0.313784,0.0003551298],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.08100817,0.002589338,0.8380571,0.005284223,0.0008423353,0.0004707887,0.002249947,0.009412774,0.06008527],"genre_scores_gemma":[0.3482126,0.001920714,0.6184232,0.001965304,0.0005036865,0.0006132682,0.001760529,0.001109709,0.02549103],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01346546,"threshold_uncertainty_score":0.04504645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402035616","doi":"10.32920/26882494","title":"Automated Deep Learning Detection Algorithms for Fetal Orientation and Placenta Previa","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Placenta previa; Orientation (vector space); Computer science; Artificial intelligence; Placenta; Fetus; Algorithm; Obstetrics; Medicine; Pregnancy; Mathematics; Biology; Geometry","authors":[{"name":"Joshua Eisenstat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06761688158696937,"gpt":0.388664926546012,"spread":0.3210480449590427,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001104541,0.0009190518,0.0005951557,0.001726001,0.0003250783,0.0007600287,0.001219813,0.001049794,0.00204951],"category_scores_gemma":[0.00296861,0.000460605,0.0006891264,0.0007156494,0.000355104,0.0006637754,0.0009002927,0.001064324,0.000807796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001316677,"about_ca_system_score_gemma":0.001511922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0106525,"about_ca_topic_score_gemma":0.01194227,"domain_scores_codex":[0.9995657,0.00006390547,0.00003018957,0.0001411117,0.0001045346,0.00009463064],"domain_scores_gemma":[0.9991333,0.0002998853,0.0001367196,0.000079147,0.00029712,0.00005380879],"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":[0.0002910912,0.0001843247,0.0107715,0.00009204121,0.00007224197,0.0002047458,0.00006266275,0.1252547,0.0141188,0.003491334,0.009081239,0.8363754],"study_design_scores_gemma":[0.00001742861,0.00004144313,0.002426872,0.00002080107,0.0000173506,0.0001277257,0.00001913326,0.9840159,0.008158058,0.003656775,0.001486868,0.00001153718],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09583874,0.001832488,0.8915281,0.001118502,0.0001850835,0.0001575272,0.0008620124,0.004318665,0.004158888],"genre_scores_gemma":[0.661186,0.0009861093,0.3266785,0.0004529361,0.0001442016,0.0001871657,0.002212257,0.0002039021,0.007948942],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0106525,"threshold_uncertainty_score":0.02118099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205741824","doi":"10.2196/preprints.25682","title":"Features Constituting Actionable COVID-19 Dashboards: Descriptive Assessment and Expert Appraisal of 158 Public Web-Based COVID-19 Dashboards (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"European Commission; University of Oxford","keywords":"Context (archaeology); Descriptive statistics; Computer science; Coronavirus disease 2019 (COVID-19); Thematic analysis; Data science; Dashboard; Knowledge management; Medicine; Qualitative research; Geography; Statistics","authors":[{"name":"Damir Ivanković","is_ca":false},{"name":"Erica Barbazza","is_ca":false},{"name":"Véronique Bos","is_ca":false},{"name":"Óscar Brito Fernandes","is_ca":false},{"name":"Kendall Jamieson Gilmore","is_ca":false},{"name":"Tessa Jansen","is_ca":false},{"name":"Pinar Kara","is_ca":false},{"name":"Nicolás Larrain","is_ca":false},{"name":"Shan Lu","is_ca":false},{"name":"Bernardo Meza-Torres","is_ca":false},{"name":"Joko Mulyanto","is_ca":false},{"name":"Mircha Poldrugovac","is_ca":false},{"name":"Alexandru Rotar","is_ca":false},{"name":"Sophie Wang","is_ca":false},{"name":"Claire Willmington","is_ca":false},{"name":"Yuanhang Yang","is_ca":false},{"name":"Zhamin Yelgezekova","is_ca":true},{"name":"Sara Allin","is_ca":true},{"name":"Niek Klazinga","is_ca":false},{"name":"Dionne Kringos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2037979170972061,"gpt":0.4550875545977815,"spread":0.2512896375005754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07125184,0.0004458785,0.0009340949,0.009571168,0.002581913,0.003236811,0.001295053,0.0009903541,0.001622961],"category_scores_gemma":[0.203229,0.000585269,0.001230462,0.005884273,0.002681331,0.003697405,0.005093413,0.001162319,0.0004712339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004552274,"about_ca_system_score_gemma":0.007709552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005673001,"about_ca_topic_score_gemma":0.008988202,"domain_scores_codex":[0.9513605,0.02084803,0.01040487,0.002673017,0.01253891,0.002174579],"domain_scores_gemma":[0.7114593,0.184738,0.0285104,0.00831084,0.06290197,0.00407938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007392482,0.0007324098,0.4052155,0.004605242,0.00018868,0.001013209,0.4307232,0.0007537869,0.002942351,0.001705401,0.008065422,0.1433156],"study_design_scores_gemma":[0.00008126231,0.001198649,0.4736091,0.00348128,0.0001464929,0.0005778904,0.4870811,0.003507493,0.00320875,0.001502328,0.02533463,0.0002710377],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844719,0.0004744294,0.005909487,0.0007656511,0.0000563066,0.003218716,0.00137231,0.00006916966,0.003662025],"genre_scores_gemma":[0.9759352,0.0007968354,0.01449308,0.000440913,0.00004030688,0.005389183,0.001653593,0.00006793802,0.001183065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07125184,"threshold_uncertainty_score":0.3768203,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6992401938","doi":"","title":"Le phénomène du verdissement des bivalves par la marennine produite par l’Haslea ostrearia et ses conséquences sur la réponse intégrée de bivalves","year":2015,"lang":"en","type":"article","venue":"","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; FP7 People: Marie-Curie Actions; European Commission","keywords":"Environmental factor; Crassostrea; Animal waste","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06898875157963263,"gpt":0.3466414742256525,"spread":0.2776527226460199,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003956789,0.0002824934,0.0004106576,0.0002361637,0.0003770224,0.001009915,0.0002528047,0.0006299402,0.002319012],"category_scores_gemma":[0.0003073748,0.0002399528,0.0006155807,0.0002400752,0.0004394957,0.0006882043,0.0005791804,0.0007099004,0.0005191089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005814157,"about_ca_system_score_gemma":0.0002461617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002584083,"about_ca_topic_score_gemma":0.005775749,"domain_scores_codex":[0.9997721,0.00003231256,0.00001785439,0.00006715775,0.00006549196,0.00004496203],"domain_scores_gemma":[0.9995826,0.0000804142,0.0001018308,0.0000325356,0.000139479,0.00006310309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002689092,0.00002768125,0.0176907,0.0002095448,0.00003640728,0.0002015044,0.0005488521,0.0001821479,0.9748895,0.0001437425,0.00007644889,0.005724603],"study_design_scores_gemma":[0.00001914167,0.002026593,0.6881043,0.000131233,0.0001430712,0.0009987848,0.002980437,0.00122123,0.2912647,0.000475243,0.0125747,0.00006061255],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954513,0.001768311,0.0009781762,0.0001209485,0.00001657045,0.00001125178,0.0001439399,0.000011001,0.001498485],"genre_scores_gemma":[0.9926599,0.00102859,0.001045197,0.0001427286,0.00001016341,0.0000188728,0.0002602338,0.00001438512,0.004819944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002584083,"threshold_uncertainty_score":0.007757843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2738016393","doi":"","title":"Information Makes Us Human","year":2013,"lang":"en","type":"article","venue":"BCLA Browser: Linking the Library Landscape","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan College","funders":"","keywords":"Computer science; Data science","authors":[{"name":"Lindsay Willson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03006419753915306,"gpt":0.2732004729930156,"spread":0.2431362754538626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001005876,0.0005124117,0.0003077545,0.003699195,0.00212302,0.006857459,0.000344046,0.001158688,0.1982748],"category_scores_gemma":[0.004657015,0.0002649392,0.0002183757,0.003659379,0.001195844,0.005851123,0.00196951,0.001343958,0.07783249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001378459,"about_ca_system_score_gemma":0.002998785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006833469,"about_ca_topic_score_gemma":0.02091499,"domain_scores_codex":[0.9993079,0.00014811,0.00003663648,0.00007224921,0.000359244,0.00007575511],"domain_scores_gemma":[0.9978142,0.0006075558,0.0001248404,0.0001895556,0.0007978406,0.0004659478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001063428,0.00001127245,0.0001874577,0.0001004168,0.00000251763,0.0000231579,0.0002668904,0.00002940326,0.0001805175,0.008028978,0.9282255,0.06293327],"study_design_scores_gemma":[8.899484e-7,0.000002954884,0.0002456359,0.00005265885,0.000001712914,0.00001687936,0.0001680893,0.00001302169,0.00005128237,0.001575386,0.9978688,0.000002652416],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001676365,0.02389903,0.002601413,0.07824331,0.01258001,0.00005747133,0.004065034,0.0007997194,0.8760777],"genre_scores_gemma":[0.02706895,0.02734399,0.002624737,0.01449926,0.006486898,0.00006056273,0.004200126,0.0006139312,0.9171016],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1982748,"threshold_uncertainty_score":0.6632953,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393883849","doi":"10.5281/zenodo.10215592","title":"Dataset and model weights for the paper \"Combining Natural Language and Images for Garbage Classification: A Public Benchmark\"","year":2023,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Benchmark (surveying); Garbage; Computer science; Artificial intelligence; Natural language processing; Geography; Cartography; Programming language","authors":[{"name":"José C. Filho","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1199545755614023,"gpt":0.3439115011221104,"spread":0.2239569255607081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001763779,0.005124429,0.002041285,0.004112141,0.001539871,0.002143238,0.005228864,0.004695183,0.02995962],"category_scores_gemma":[0.007392412,0.000875095,0.00332252,0.00503647,0.001013111,0.001531693,0.002364352,0.003234309,0.03799679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003077088,"about_ca_system_score_gemma":0.003771368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05184364,"about_ca_topic_score_gemma":0.09377723,"domain_scores_codex":[0.9978357,0.0003798778,0.0002221129,0.0005744702,0.0006915329,0.0002962842],"domain_scores_gemma":[0.9968215,0.0008880137,0.0002073826,0.0007630772,0.00100531,0.0003147024],"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":[0.00015843,0.0001731745,0.000650866,0.000689449,0.0000777383,0.00006416858,0.0000221611,0.00163918,0.0004007972,0.000372193,0.9891989,0.006552999],"study_design_scores_gemma":[0.002083884,0.0001947692,0.01159712,0.0007152833,0.0002630515,0.0004383491,0.0003706156,0.0160034,0.00418552,0.005273701,0.9586792,0.0001951232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001739236,0.0002312498,0.0005773107,0.0003183401,0.0001321748,0.0001501803,0.9931713,0.002009721,0.001670481],"genre_scores_gemma":[0.0009693745,0.0000507394,0.001055214,0.00007225663,0.000009944571,0.0001918045,0.9968887,0.00009050237,0.0006715218],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05184364,"threshold_uncertainty_score":0.1030837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4233207954","doi":"10.1002/cjce.23793","title":"Table of Contents","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Table (database); Citation; Table of contents; Information retrieval; Computer science; Library science; World Wide Web; Database","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04745380316279458,"gpt":0.2649015132643975,"spread":0.2174477101016029,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008578917,0.0008580625,0.001053227,0.004511874,0.001978209,0.004857784,0.001482803,0.0009861609,0.8392467],"category_scores_gemma":[0.009219684,0.0003497125,0.0004983658,0.004116211,0.0004905096,0.001786028,0.001329563,0.001203775,0.7059776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002822964,"about_ca_system_score_gemma":0.006586273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01601516,"about_ca_topic_score_gemma":0.01853265,"domain_scores_codex":[0.9991406,0.00006923312,0.0000548163,0.0001258801,0.0005462131,0.00006319229],"domain_scores_gemma":[0.9934515,0.0007496841,0.0002233957,0.0003727115,0.004316214,0.0008864513],"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":[0.00001220967,0.00001334235,0.0001410417,0.0002568691,0.000002817288,0.00002121234,0.00001383962,0.00006942429,0.0001380001,0.00113739,0.9620685,0.03612529],"study_design_scores_gemma":[0.000003195774,0.000007735052,0.0003248138,0.0001505244,0.000003479347,0.00004241809,0.00002086489,0.00003751811,0.00007173912,0.0007032074,0.99863,0.000004501695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006022106,0.005601774,0.002874533,0.006802755,0.01374846,0.0007646821,0.07804926,0.00297905,0.8885773],"genre_scores_gemma":[0.004365739,0.007942172,0.003335845,0.003935181,0.005074438,0.0003241503,0.05384623,0.001458381,0.9197179],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1607533,"threshold_uncertainty_score":0.229295,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6925258485","doi":"10.17611/dp/15268109","title":"Magnetotelluric Transfer Functions","year":2017,"lang":"en","type":"other","venue":"NSF Seismological Facility for the Advancement of Geoscience (SAGE)","topic":"Knowledge Management and Technology","field":"Decision 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":"Geological Survey of Canada","funders":"","keywords":"Magnetotellurics; Transfer function; Field (mathematics); Transfer (computing); Interpretation (philosophy)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1053767594970805,"gpt":0.3576325495902665,"spread":0.252255790093186,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005242242,0.001448822,0.0005633192,0.001444071,0.0006264428,0.002296525,0.001480788,0.001331521,0.1073751],"category_scores_gemma":[0.001549791,0.0002947396,0.0005096236,0.001894991,0.0004437019,0.001720337,0.001590609,0.001101642,0.1236441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007170331,"about_ca_system_score_gemma":0.001137671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00150807,"about_ca_topic_score_gemma":0.001864364,"domain_scores_codex":[0.9995025,0.00005417615,0.00001436151,0.0001071586,0.0002618942,0.00005983243],"domain_scores_gemma":[0.9995905,0.00004179329,0.00003192071,0.0001236385,0.0001765712,0.00003562677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000179293,0.00008680279,0.0006558723,0.0002021689,0.00003210537,0.0001285821,0.00006801252,0.01357687,0.02234297,0.1155132,0.2135023,0.6337119],"study_design_scores_gemma":[0.00006561721,0.00009032355,0.002038514,0.0001112501,0.0000398678,0.0004245604,0.00006381036,0.08154891,0.05000155,0.05750227,0.8080153,0.00009817843],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.004810404,0.000950002,0.6451229,0.0009831869,0.0009354618,0.0001234869,0.005415851,0.01256781,0.3290908],"genre_scores_gemma":[0.1361873,0.002082129,0.130694,0.0005760292,0.0007962087,0.0002607559,0.01520666,0.004204719,0.7099923],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1073751,"threshold_uncertainty_score":0.3592055,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W6924980360","doi":"10.15468/dl.ypepub","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Matching (statistics); Download; Alien; Range (aeronautics); State (computer science)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04984258725276213,"gpt":0.2904566985699519,"spread":0.2406141113171898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009369079,0.00197192,0.001531842,0.004757714,0.0009422106,0.002390231,0.002667809,0.001972581,0.1469217],"category_scores_gemma":[0.0059441,0.0008658395,0.00120706,0.008839915,0.0004292263,0.002024733,0.00230878,0.001888083,0.1932974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001531907,"about_ca_system_score_gemma":0.002313859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01987582,"about_ca_topic_score_gemma":0.03335452,"domain_scores_codex":[0.9990265,0.0001365838,0.0001273475,0.0003537272,0.000204105,0.0001517727],"domain_scores_gemma":[0.9977816,0.0006705796,0.0002069838,0.0005422423,0.0005586554,0.0002399701],"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":[0.00003269433,0.00001358645,0.0003965373,0.0006117909,0.00001616719,0.0000159516,0.00002180566,0.0001422739,0.0001285611,0.0003773592,0.9968011,0.001442125],"study_design_scores_gemma":[0.00008985678,0.00001058658,0.001936472,0.0002056195,0.00001755274,0.00003935429,0.0000693384,0.0001992155,0.0002151923,0.0008704253,0.9963272,0.00001922262],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004788257,0.00002921807,0.00004692049,0.00003655423,0.00001189503,0.000006726535,0.9987717,0.0004082213,0.0006408098],"genre_scores_gemma":[0.0001808199,0.00003808005,0.0002360975,0.00005089103,0.000003688499,0.00005519677,0.9988023,0.0001538148,0.000479023],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8530784,"threshold_uncertainty_score":0.4915019,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}