{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":135,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":135,"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":"7b5ba0beb364","filters":{"venue":"University of Twente Research Information"}},"results":[{"id":"W2150130683","doi":"10.2902/1725-0463.2009.04.art16","title":"Volunteered Geographic Information: the nature and motivation of produsers","year":2009,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":402,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Geospatial analysis; Voluntarism (philosophy); Volunteered geographic information; Knowledge management; Vision; World Wide Web; Public relations; Business; Computer science; Data science; Political science; Geography; Sociology","authors":[{"name":"David Coleman","is_ca":true},{"name":"Yola Georgiadou","is_ca":false},{"name":"Jeff Labonte","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01899424123288407,"gpt":0.3094382664622529,"spread":0.2904440252293689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001391141,0.00003435376,0.00005421257,0.0003412633,0.0005304583,0.00005492196,0.000200494,0.0000899315,0.00003885804],"category_scores_gemma":[0.0006524691,0.00003202565,0.00001901554,0.0008514659,0.000332619,0.003020522,0.00002465327,0.0001903667,0.000006936788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005046711,"about_ca_system_score_gemma":0.0002432785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000722111,"about_ca_topic_score_gemma":0.0001543479,"domain_scores_codex":[0.9989655,0.0001455205,0.0001384439,0.00003696996,0.0005981221,0.0001154414],"domain_scores_gemma":[0.9982171,0.0000855463,0.0001557544,0.0001143762,0.001386031,0.00004119502],"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":[0.0003144675,0.000121624,0.03089445,0.0001381122,0.00004527938,1.543506e-7,0.2776531,0.0001661801,0.00009564813,0.4823383,0.03830731,0.1699253],"study_design_scores_gemma":[0.000450563,0.0001187186,0.2965674,0.00004395481,0.000007936294,2.773966e-7,0.1635937,0.000413763,0.000115106,0.001609712,0.5370058,0.00007317033],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9062012,0.00006679086,0.0005852495,0.02666915,0.0001845033,0.0008826296,0.00002203875,0.00003769788,0.06535067],"genre_scores_gemma":[0.9992625,0.000267194,0.0001435164,0.00008433289,0.00001914646,2.924458e-7,0.00004035213,5.048484e-7,0.0001821663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4986984,"threshold_uncertainty_score":0.407991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W27954626","doi":"","title":"National innovation and the academic research enterprise : public policy in global perspective","year":2010,"lang":"en","type":"book","venue":"University of Twente Research Information","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":78,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Higher education; Political science; Public policy; European union; National innovation system; Public administration; Asset (computer security); Economic growth; Business; Economic policy; Economics; Economy","authors":[{"name":"David D. Dill","is_ca":false},{"name":"Frans A. van Vught","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1141812985356283,"gpt":0.4324227905874051,"spread":0.3182414920517768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01166125,0.00009259156,0.0001586773,0.002702082,0.000976831,0.0001227035,0.0007252555,0.0004551665,0.00005873164],"category_scores_gemma":[0.004578965,0.00008907374,0.00004451561,0.002232107,0.003214685,0.001604709,0.0004200435,0.001845441,0.00008369124],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00397628,"about_ca_system_score_gemma":0.01116069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01760226,"about_ca_topic_score_gemma":0.004907667,"domain_scores_codex":[0.9957623,0.0007222652,0.000265174,0.0001402161,0.002672381,0.0004376144],"domain_scores_gemma":[0.9947005,0.0006756907,0.0002099542,0.0001173965,0.004202821,0.0000936564],"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":[0.0001317758,0.000007631103,0.0003402283,0.00002045539,0.0000159653,4.936661e-7,0.0214856,6.303094e-7,4.121243e-7,0.9209267,0.05248474,0.004585301],"study_design_scores_gemma":[0.0007184335,0.00001412728,0.002373267,0.00007162117,0.000001486131,7.444395e-7,0.01219966,0.00004446633,2.68809e-7,0.2261688,0.7583387,0.00006844055],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002681616,0.00007127599,0.00001928992,0.04277278,0.00006425254,0.0007454978,0.00005300687,0.00001335789,0.9535789],"genre_scores_gemma":[0.2594555,0.01543209,0.0002034388,0.0004289224,0.001206914,0.00001014381,0.0005835592,0.00001654875,0.7226629],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7058539,"threshold_uncertainty_score":0.9998473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1555474281","doi":"","title":"Electronic Fraud Detection in the U.S. Medicaid Healthcare Program: Lessons Learned from other Industries","year":2011,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Imbalanced Data Classification Techniques","field":"Computer Science","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicaid; Health care; Business; Government (linguistics); Quarter (Canadian coin); Actuarial science; Finance; Economics; Economic growth","authors":[{"name":"Peter Travaille","is_ca":false},{"name":"Roland Müller","is_ca":false},{"name":"Dallas Thornton","is_ca":false},{"name":"Jos van Hillegersberg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2064832985060862,"gpt":0.3585661105535196,"spread":0.1520828120474334,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001386338,0.00005526724,0.00007500228,0.0003710691,0.0001855204,0.00005011357,0.001159346,0.00009989429,0.00002289388],"category_scores_gemma":[0.0001341148,0.00005021241,0.00002135309,0.0008783827,0.0001537986,0.001967813,0.0001818599,0.0005171115,0.00003733649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001952478,"about_ca_system_score_gemma":0.0002324692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006054358,"about_ca_topic_score_gemma":0.000935093,"domain_scores_codex":[0.998617,0.0003000716,0.0001491581,0.0001198977,0.0005403198,0.0002735435],"domain_scores_gemma":[0.9990472,0.00007794559,0.0001276563,0.0004554917,0.000250784,0.00004093983],"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":[0.0000532702,0.00008966916,0.0008368391,0.00002095356,0.00001098688,0.000001285989,0.01622909,9.143349e-7,0.0001172372,0.05953179,0.001455097,0.9216529],"study_design_scores_gemma":[0.001935213,0.001487319,0.08814293,0.0002300956,0.00001071919,0.000006666551,0.0333955,0.02358647,0.03461089,0.05172798,0.7644161,0.0004501272],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07956315,0.0001062568,0.860407,0.04304782,0.0001359591,0.00249744,0.0001039735,0.0006766208,0.01346178],"genre_scores_gemma":[0.995652,0.0002007484,0.003979461,0.0000857887,0.000007489069,0.000005121037,0.00003967349,0.000002008474,0.00002774645],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9212027,"threshold_uncertainty_score":0.9152418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2890473534","doi":"10.7892/boris.130618","title":"Systems thinking: an approach for understanding ‘eco-agri-food systems’","year":2019,"lang":"en","type":"book-chapter","venue":"University of Twente Research Information","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec en Outaouais","funders":"Consortium of International Agricultural Research Centers; Foundation for Advanced Studies on International Development; CYTED Ciencia y Tecnología para el Desarrollo; European Environment Agency; European Commission; FHI 360","keywords":"Nexus (standard); Transformational leadership; Underpinning; Livelihood; Externality; Food systems; Agriculture; Equity (law); Systems thinking; Environmental resource management; Business; Environmental planning; Political science; Economics; Food security; Engineering; Ecology; Geography; Public relations; Biology","authors":[{"name":"Wei Zhang","is_ca":false},{"name":"John M. Gowdy","is_ca":false},{"name":"Andrea M. Bassi","is_ca":false},{"name":"Fabrice DeClerck","is_ca":false},{"name":"Adebiyi Adegboyega","is_ca":false},{"name":"Georg K.S. Andersson","is_ca":false},{"name":"Anna Augustyn","is_ca":false},{"name":"Richard Bawden","is_ca":false},{"name":"Andrew Reid Bell","is_ca":false},{"name":"John A. Dearing","is_ca":false},{"name":"James Dyke","is_ca":false},{"name":"Carlos Calvo Hernandez","is_ca":false},{"name":"P. Johnson","is_ca":false},{"name":"P. Kleppel","is_ca":false},{"name":"Adam M. Komarek","is_ca":false},{"name":"Agnieszka E. Latawiec","is_ca":false},{"name":"Ricardo Mateus","is_ca":false},{"name":"Alistair McVittie","is_ca":false},{"name":"Enrique Ortega","is_ca":false},{"name":"David Phelps","is_ca":false},{"name":"Claudia Ringler","is_ca":false},{"name":"Kamaljit K. Sangha","is_ca":false},{"name":"Marije Schaafsma","is_ca":false},{"name":"Sara Scherr","is_ca":false},{"name":"Jessica Thorn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07605585474297386,"gpt":0.2493254625347938,"spread":0.1732696077918199,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001410537,0.0002171838,0.0003095822,0.0002148702,0.0005046616,0.0001194569,0.0005923519,0.0003820817,0.000197141],"category_scores_gemma":[0.00002863688,0.0002065654,0.0001383207,0.0000819076,0.0003883005,0.002156186,0.0004054136,0.0004468399,0.00018819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003470995,"about_ca_system_score_gemma":0.00006163438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000558103,"about_ca_topic_score_gemma":0.00002319607,"domain_scores_codex":[0.9978012,0.0000835771,0.0002849241,0.00026524,0.001151476,0.0004135664],"domain_scores_gemma":[0.9989336,0.00009455712,0.0003277669,0.0003932696,0.00006538554,0.0001854309],"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":[0.0009571383,0.0003464602,0.001437403,0.007165454,0.0005818337,0.000007161417,0.01851314,0.1963185,0.0000880229,0.6959322,0.07695425,0.001698403],"study_design_scores_gemma":[0.002312208,0.002656001,0.001337063,0.0005671509,0.0001667018,0.00002864999,0.149027,0.05055765,0.000009509928,0.007453615,0.7846371,0.001247326],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001583574,0.00008691071,0.05528492,0.0001056377,0.0002165793,0.003861604,0.0004015035,0.00006442039,0.9383948],"genre_scores_gemma":[0.7462754,0.0002403667,0.001007072,0.00002071178,0.0001053166,0.000004421298,0.00228456,0.0000413466,0.2500209],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7446918,"threshold_uncertainty_score":0.9076532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151562655","doi":"","title":"Lightweight EDF Scheduling with Deadline Inheritance","year":2003,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Real-Time Systems Scheduling","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bell (Canada)","funders":"","keywords":"Computer science; Programmer; Scheduling (production processes); Distributed computing; Earliest deadline first scheduling; Correctness; Dynamic priority scheduling; Fixed-priority pre-emptive scheduling; Operating system; Rate-monotonic scheduling; Programming language; Schedule","authors":[{"name":"P.G. Jansen","is_ca":false},{"name":"Sape J. Mullender","is_ca":false},{"name":"Paul Havinga","is_ca":false},{"name":"Hans Scholten","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02801244375358868,"gpt":0.2541667800736913,"spread":0.2261543363201026,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001525517,0.00008714331,0.0001382749,0.0004214943,0.000291806,0.0001247036,0.0007170646,0.00006368983,0.00002240918],"category_scores_gemma":[0.0001499109,0.00008566135,0.0000381111,0.000910216,0.0001045115,0.00459339,0.000153044,0.0002538043,0.0001671716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001480138,"about_ca_system_score_gemma":0.0002725916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001393824,"about_ca_topic_score_gemma":0.00002356574,"domain_scores_codex":[0.998297,0.0001901333,0.0001943049,0.0001506236,0.000831506,0.0003364387],"domain_scores_gemma":[0.9983869,0.00009367719,0.0001601376,0.0004520754,0.0007805892,0.000126583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003378421,0.0003251402,0.01339899,0.001089921,0.0002623395,0.0001080719,0.02449702,0.01878442,0.004267263,0.895525,0.003445047,0.03795899],"study_design_scores_gemma":[0.009784638,0.001870573,0.009353044,0.002195553,0.0000376247,0.0002638467,0.02468561,0.4615399,0.053588,0.004248543,0.4306544,0.001778245],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1548468,0.000074121,0.8049929,0.0005267524,0.00009870557,0.0003708145,0.000001819733,0.00009772167,0.03899046],"genre_scores_gemma":[0.8459839,0.00004176597,0.1536133,0.00001281199,0.0000113928,4.297593e-7,0.000004871649,0.00000349205,0.000328035],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8912764,"threshold_uncertainty_score":0.3493168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2146791125","doi":"","title":"Urban disaster management: a case study of earthquake risk assessment in Cartago, Costa Rica","year":2002,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"U.S. Geological Survey; Universidad de Costa Rica; Canadian Food Inspection Agency","keywords":"Hazard; Environmental planning; Population; Emergency management; Natural disaster; Business; Geography; Risk management; Environmental resource management; Economic growth; Environmental health; Economics; Finance","authors":[{"name":"Lorena Montoya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05057008560472382,"gpt":0.2597769103650923,"spread":0.2092068247603684,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00105519,0.0000707896,0.0002074147,0.0009351607,0.0001529323,0.00002675226,0.0002148656,0.00003881538,0.0001583302],"category_scores_gemma":[0.00002751011,0.00009204602,0.00005161742,0.0005954989,0.00006363111,0.0009359993,0.0001799599,0.0002165892,0.0001378364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001519743,"about_ca_system_score_gemma":0.00000605794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006438456,"about_ca_topic_score_gemma":0.0008131991,"domain_scores_codex":[0.9990229,0.00005740626,0.0004009962,0.0001330365,0.0001539236,0.0002317385],"domain_scores_gemma":[0.9992364,0.00003036754,0.0003055774,0.0002858808,0.0001007901,0.00004096972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00010468,0.001357574,0.8643178,0.0002940926,0.0001426584,0.0002998663,0.05404471,0.0007261422,2.862877e-7,0.02944318,0.007317749,0.04195128],"study_design_scores_gemma":[0.005471792,0.0008773881,0.7210856,0.00006902888,0.00001923827,0.000005239702,0.1353966,0.02210336,0.000001832184,0.0005440607,0.1141617,0.0002640528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9252041,0.00004688536,0.0007507377,0.00005956346,0.0000487058,0.0006600746,0.00008195907,0.000006899271,0.07314109],"genre_scores_gemma":[0.9987802,0.0005272877,0.0001643414,0.000005901662,0.000005487325,0.000001893976,0.000008201907,0.000003168967,0.0005035098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1432322,"threshold_uncertainty_score":0.9733062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2549954091","doi":"","title":"STRATEGY ON THE LANDSLIDE TYPE ANALYSIS BASED ON THE EXPERT KNOWLEDGE AND THE QUANTITATIVE PREDICTION MODEL","year":2000,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Landslide; Hazard map; Hazard; Cartography; Data mining; Set (abstract data type); Computer science; Geology; Geography; Geotechnical engineering","authors":[{"name":"Hirohito Kojima","is_ca":false},{"name":"Chang Jo Chung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0372315358317827,"gpt":0.2783444084628709,"spread":0.2411128726310882,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00113582,0.00004894289,0.00006328577,0.00007731192,0.000506706,0.00003254247,0.0002029068,0.00003976634,0.0009988536],"category_scores_gemma":[0.00004828923,0.00002227251,0.0000484463,0.0005051686,0.0003645832,0.0002557094,0.00004924653,0.0002056005,0.0001622987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007178591,"about_ca_system_score_gemma":0.00002134876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005168632,"about_ca_topic_score_gemma":0.00008922898,"domain_scores_codex":[0.9991543,0.0002117545,0.00007979418,0.00006619886,0.0003714778,0.000116515],"domain_scores_gemma":[0.9993883,0.0003234766,0.00003973908,0.0001757526,0.0000421095,0.00003060034],"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":[0.002672775,0.0001024366,0.001564229,0.000009491617,0.0002193071,8.557419e-7,0.01799301,0.9123577,0.00003341162,0.0121643,0.03350812,0.01937429],"study_design_scores_gemma":[0.0004356872,0.0001280685,0.003686595,0.00001213132,0.00002372347,1.338575e-7,0.002595035,0.9807484,0.00002414429,0.0001619919,0.01215466,0.00002948674],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7133374,0.00003495895,0.00183793,0.006736277,0.00002396265,0.0005799847,0.00003983901,0.00002233074,0.2773873],"genre_scores_gemma":[0.9981688,0.0003834798,0.00003588587,0.00008772347,0.000003474615,6.358587e-7,0.00001626879,0.000001344094,0.001302412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2848313,"threshold_uncertainty_score":0.9999143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2747059629","doi":"","title":"Cities and the economic development of nations: an essay on Jane Jacob's contribution to economic theory","year":2007,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geography; Revenue; Welfare economics; Shock (circulatory); Economy; Political science; Economics; Finance","authors":[{"name":"Gerrit J. Hospers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03413320939979091,"gpt":0.2584554987476764,"spread":0.2243222893478855,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004861297,0.00006791512,0.0001971771,0.0007833139,0.0002913969,0.0000316457,0.0002358143,0.00006174354,0.00007854378],"category_scores_gemma":[0.0001570089,0.00007282544,0.00004187985,0.00008539938,0.0002556053,0.0008456961,0.0001009487,0.0001127106,0.0002917145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006178393,"about_ca_system_score_gemma":0.00009963393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000389832,"about_ca_topic_score_gemma":0.000285985,"domain_scores_codex":[0.9991596,0.00004372809,0.0004310528,0.0001107475,0.00004306972,0.000211804],"domain_scores_gemma":[0.9991145,0.0003194227,0.000258175,0.000168626,0.00005776238,0.00008155676],"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":[0.0005199328,0.00001324498,0.001189221,0.00002410803,0.00003542742,7.79609e-8,0.005506258,0.0003201126,0.000002522493,0.9887443,0.0002159124,0.003428901],"study_design_scores_gemma":[0.01435323,0.001002145,0.2301626,0.0002030532,0.00002344836,0.000006098421,0.03517571,0.02752685,0.004492207,0.3539994,0.3321148,0.000940424],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9247575,0.00004064379,0.005520479,0.0006166837,0.0001044202,0.0004025012,0.000162625,0.000009879899,0.06838521],"genre_scores_gemma":[0.9993727,0.00004245739,0.0002785775,0.00005053123,0.0000241671,9.835013e-7,0.00004079922,0.000003008148,0.0001867849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6347448,"threshold_uncertainty_score":0.3749498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3122812334","doi":"10.1111/j.0963-1690.2004.00299.x","title":"","year":2004,"lang":"","type":"article","venue":"University of Twente Research Information","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"McGill University; University of Pittsburgh","keywords":"Relevance (law); Knowledge management; New product development; Organizational learning; Product (mathematics); Business; Product innovation; Scale (ratio); Innovation management; Process management; Marketing; Computer science","authors":[{"name":"J.F.B. Gieskes","is_ca":false},{"name":"Béatrice van der Heijden","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05015536139536722,"gpt":0.2650597969171959,"spread":0.2149044355218287,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006766768,0.000412386,0.0005252255,0.006587156,0.002626928,0.001032002,0.001792344,0.0002904025,0.0003051023],"category_scores_gemma":[0.0008136197,0.0005382973,0.0003059374,0.007045303,0.00109597,0.02678416,0.002786754,0.001034097,0.0021761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153492,"about_ca_system_score_gemma":0.0004713266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006108582,"about_ca_topic_score_gemma":0.000800419,"domain_scores_codex":[0.9939929,0.0001081555,0.00113186,0.0004231088,0.002948502,0.001395441],"domain_scores_gemma":[0.9877902,0.00008244113,0.001300494,0.0008158255,0.009925564,0.0000854616],"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":[0.001422403,0.0007945764,0.002651032,0.004377607,0.0002500862,0.00002828353,0.007547343,0.001678799,0.0001397735,0.9578344,0.003441122,0.01983462],"study_design_scores_gemma":[0.0198137,0.0003854564,0.01286932,0.00200382,0.0001916043,0.000003050038,0.2833178,0.008982504,0.0003725892,0.01815923,0.652837,0.001063859],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2846413,0.0001807942,0.01882039,0.02948214,0.001542631,0.004284882,0.00004491175,0.0002622797,0.6607407],"genre_scores_gemma":[0.9969894,0.0003469285,0.0006672624,0.0006022651,0.0002965445,0.000001166442,0.0002898045,0.00001656648,0.000790011],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9396752,"threshold_uncertainty_score":0.9997069,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3187017037","doi":"","title":"Marangoni instability triggered by selective evaporation of a binary liquid inside a Hele-Shaw cell","year":2021,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Fluid Dynamics and Thin Films","field":"Engineering","cited_by":15,"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":"Natural Sciences and Engineering Research Council of Canada; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Canada Research Chairs","keywords":"Marangoni effect; Instability; Mechanics; Convection; Surface tension; Evaporation; Hele-Shaw flow; Mass transfer; Materials science; Thermodynamics; Particle image velocimetry; Heat transfer; Physics; Open-channel flow; Flow (mathematics)","authors":[{"name":"Ricardo Arturo Lopez de la Cruz","is_ca":false},{"name":"Christian Diddens","is_ca":false},{"name":"Xuehua Zhang","is_ca":true},{"name":"Detlef Lohse","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01260538565610948,"gpt":0.2175567843851139,"spread":0.2049513987290044,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000502217,0.00006909975,0.0001425343,0.0002564663,0.0000863914,0.00001484479,0.0001349694,0.00008786562,0.0000539416],"category_scores_gemma":[0.00008490535,0.00008694929,0.00005816801,0.0006125263,0.00007679525,0.000943596,0.00009280176,0.0002239941,0.00001714576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001980611,"about_ca_system_score_gemma":0.0001689437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003217443,"about_ca_topic_score_gemma":0.00006604267,"domain_scores_codex":[0.9990788,0.00009031869,0.0002048922,0.00007666289,0.0003751676,0.0001741312],"domain_scores_gemma":[0.9989344,0.00006308647,0.00006322894,0.0001825,0.0006966827,0.00006002632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002989146,0.0009771725,0.001799992,0.005681576,0.000470347,0.00003284302,0.03798345,0.06110742,0.8137857,0.003606918,0.05775923,0.01380622],"study_design_scores_gemma":[0.003342301,0.0008615738,0.003479126,0.0001998164,0.00003534275,0.000004624892,0.01102428,0.7415522,0.2047463,0.0002361649,0.03414436,0.00037381],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826124,0.0001443762,0.002661366,0.0000730704,0.00005493865,0.0002367618,0.0001606536,0.0000421204,0.01401436],"genre_scores_gemma":[0.998731,0.0003543174,0.0004435794,0.000003933697,0.000003650629,4.614689e-7,0.0002956104,0.000004478816,0.000162978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6804448,"threshold_uncertainty_score":0.3545689,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1483908765","doi":"","title":"Integrated analyses of granite-gneiss terrain from field and multisource remotely sensed data - A case study from the Canadian Shield","year":2000,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Gneiss; Geology; Terrain; Shield; Remote sensing; Field (mathematics); Cartography; Geography; Metamorphic rock; Geochemistry","authors":[{"name":"E M Schetselaar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1264250550165427,"gpt":0.32487497219707,"spread":0.1984499171805272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005746737,0.00005652207,0.00009804828,0.0001231555,0.0003311787,0.00006740753,0.0008482997,0.00005522515,0.0001297418],"category_scores_gemma":[0.0003299236,0.00004824215,0.00001774073,0.0003586517,0.0001018833,0.0007066774,0.0003112873,0.0002260148,0.00000560768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002928407,"about_ca_system_score_gemma":0.0001264223,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8827323,"about_ca_topic_score_gemma":0.3362401,"domain_scores_codex":[0.9991313,0.0001979569,0.0001371521,0.0001334454,0.0002524663,0.0001477358],"domain_scores_gemma":[0.998631,0.0004191583,0.00006690453,0.0006087526,0.0001884886,0.00008571714],"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":[0.0004258479,0.0002721981,0.0379056,0.00009979137,0.0005030314,0.001400507,0.268851,0.001395753,0.00157841,0.0001003555,0.01826101,0.6692064],"study_design_scores_gemma":[0.002026612,0.0003529064,0.03224506,0.0001575848,0.00005207233,0.00007295364,0.1644264,0.7485194,0.001117081,0.0003632475,0.05039861,0.0002680598],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929051,0.00001571703,0.002735895,0.001788271,0.00001149423,0.0001901322,0.0001358448,0.0000118882,0.002205668],"genre_scores_gemma":[0.9984522,0.0000129741,0.001235825,0.00004250787,0.000005368392,6.476898e-8,0.0001186413,4.471369e-7,0.0001319495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7471237,"threshold_uncertainty_score":0.6758718,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1862022531","doi":"","title":"Enercities: educational game about energy","year":2010,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Energy (signal processing); Quarter (Canadian coin); Measure (data warehouse); Psychology; Applied psychology; Computer science; Geography; Statistics; Mathematics","authors":[{"name":"Peter de Vries","is_ca":false},{"name":"Erik Knol","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009602250807012613,"gpt":0.2577814967258639,"spread":0.2481792459188513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004801639,0.00005008566,0.00005448161,0.0001102546,0.000192314,0.00001857589,0.000271461,0.00005535335,0.01278595],"category_scores_gemma":[0.0001255176,0.00005710111,0.00003687082,0.0002042603,0.0006056376,0.001089926,0.0001942797,0.0001929237,0.0004536181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000262416,"about_ca_system_score_gemma":0.00007756073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002874882,"about_ca_topic_score_gemma":0.000319483,"domain_scores_codex":[0.9990777,0.00005602791,0.0001104021,0.00008890514,0.0004795906,0.0001873649],"domain_scores_gemma":[0.9994962,0.00006820895,0.00005833687,0.0002100389,0.00004956597,0.0001176756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003424031,0.001359055,0.3240742,0.0002123944,0.00004993096,0.000002654876,0.04786339,0.001916293,0.01460574,0.1144044,0.2255536,0.2696159],"study_design_scores_gemma":[0.0002272895,0.00003361317,0.3055291,0.000004350091,0.000001976126,0.000001742752,0.007417638,0.0008812521,0.000545014,0.001871561,0.6834046,0.0000818137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8742412,0.000003569188,0.0005708095,0.001990321,0.000125434,0.0001168419,0.00001153354,0.00001260309,0.1229277],"genre_scores_gemma":[0.9925623,0.0000369199,0.0006400982,0.00006699873,0.00001525422,7.932459e-7,0.00005108014,0.000001923083,0.006624619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.457851,"threshold_uncertainty_score":0.9881165,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2567109169","doi":"","title":"Bridging the Gaps between Design and Use: Developing Tools to Support Environmental Management and Policy","year":2008,"lang":"en","type":"book-chapter","venue":"University of Twente Research Information","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":13,"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":"National Science Foundation","keywords":"Bridging (networking); Environmental resource management; Environmental policy; Environmental planning; Business; Process management; Computer science; Environmental science","authors":[{"name":"Brian S. McIntosh","is_ca":false},{"name":"Kathleen S. Smith","is_ca":false},{"name":"Mark A. Matthews","is_ca":false},{"name":"M.J. Kolkman","is_ca":false},{"name":"N. D. Crossman","is_ca":false},{"name":"Dagmar Haase","is_ca":false},{"name":"J.C.J. Groot","is_ca":false},{"name":"Stefanie Sieber","is_ca":false},{"name":"Peter Verweij","is_ca":false},{"name":"Nigel W.T. Quinn","is_ca":false},{"name":"Noha Gaber","is_ca":false},{"name":"Daryl H. Hepting","is_ca":false},{"name":"H. Schölten","is_ca":false},{"name":"Andrea Sulis","is_ca":false},{"name":"Hamed Assaf","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08816593108755541,"gpt":0.2721717357414621,"spread":0.1840058046539067,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000601902,0.000118588,0.0001293547,0.0001693396,0.0004381558,0.00005966672,0.000247987,0.00008131522,0.0001712132],"category_scores_gemma":[0.00003843568,0.0001185611,0.0000282834,0.00007235327,0.0005160139,0.001105443,0.00111987,0.0002002055,0.0001060962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008815639,"about_ca_system_score_gemma":0.00003292318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003123619,"about_ca_topic_score_gemma":0.00002073782,"domain_scores_codex":[0.9987737,0.00004209424,0.0001483736,0.0001620995,0.0006136291,0.0002601192],"domain_scores_gemma":[0.9994582,0.0001212169,0.0001125383,0.0001906201,0.00001648929,0.0001009697],"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":[0.0003870858,0.00003135905,0.01639912,0.0008031713,0.0002226448,0.0000866359,0.05914062,0.0007332574,0.00002672347,0.007858869,0.06143401,0.8528765],"study_design_scores_gemma":[0.0003660044,0.0001505656,0.0850153,0.0001284915,0.00002091941,0.00001192744,0.004333163,0.0001237284,0.00003724472,0.0003683983,0.9092073,0.0002369301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6315074,0.0002196439,0.02146841,0.009534284,0.00009247294,0.008249022,0.0008392461,0.00009867319,0.3279909],"genre_scores_gemma":[0.5023468,0.05405203,0.01418718,0.001136746,0.0001986906,0.00001124143,0.0006560362,0.00007876695,0.4273326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8526396,"threshold_uncertainty_score":0.483478,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2740586890","doi":"","title":"Strategic importance of green water in international crop trade","year":2008,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Virtual water; Food security; International trade and water; Business; Water security; Water resources; Agriculture; Farm water; Water use; Water conservation; Water supply; Productivity; Water trading; Environmental science; Water scarcity; Agricultural economics; Natural resource economics; International trade; Economics; Trade barrier; Agronomy; Environmental engineering; Geography; Ecology","authors":[{"name":"Maite M. Aldaya","is_ca":false},{"name":"Arjen Y. Hoekstra","is_ca":false},{"name":"John Allan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03861035931808308,"gpt":0.2664348307075863,"spread":0.2278244713895032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004341938,0.00004031232,0.00006730141,0.0001108571,0.00006678871,0.000003225663,0.0002319646,0.00003581028,0.001324093],"category_scores_gemma":[0.00001420759,0.00003746961,0.00003056227,0.0001292966,0.0004320798,0.001114014,0.0001754485,0.0001181101,0.00005494256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003454283,"about_ca_system_score_gemma":0.00001492503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003492628,"about_ca_topic_score_gemma":0.0002808272,"domain_scores_codex":[0.9991361,0.00004624889,0.0001440002,0.000060661,0.0004455928,0.0001673802],"domain_scores_gemma":[0.9997691,0.00001296025,0.00004669988,0.000111772,0.00001252143,0.0000469726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001590835,0.000187804,0.9803535,0.000041491,0.000008776911,0.00001616506,0.01275148,0.001415039,0.003006543,0.0001507791,0.0004592402,0.001450048],"study_design_scores_gemma":[0.0006992728,0.0001054907,0.9799713,0.000009070839,0.000001380255,0.000004742998,0.008868492,0.002453399,0.003320493,0.0005162093,0.00397812,0.00007204969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752062,0.000001822421,0.00002883461,0.0003842977,0.00001114328,0.000124534,0.000008115099,0.000003601632,0.02423147],"genre_scores_gemma":[0.9993859,0.00004291987,0.0001279878,0.000009301521,0.000002149409,1.336137e-7,0.00002455766,0.00000111448,0.0004059208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02417973,"threshold_uncertainty_score":0.9995888,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2946732060","doi":"","title":"Case study on application of wireless ultra-wideband technology for tracking equipment on a congested site","year":2019,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Ultra-Wideband Communications Technology","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Concordia University","funders":"","keywords":"Real-time locating system; Wireless; Ultra-wideband; Engineering; Tracking (education); SAFER; Resource (disambiguation); Computer science; Real-time computing; Systems engineering; Telecommunications; Computer network; Computer security","authors":[{"name":"Hafiza Tooba Siddiqui","is_ca":true},{"name":"Faridaddin Vahdatikhaki","is_ca":false},{"name":"Amin Hammad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03280522872141518,"gpt":0.2869666700996418,"spread":0.2541614413782267,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005469866,0.00008483343,0.0001700304,0.001019762,0.0001114391,0.000009826168,0.0003572115,0.0001272675,0.000006283501],"category_scores_gemma":[0.0000636352,0.0000983823,0.00003907584,0.0005455946,0.00009711103,0.0003170567,0.00005040681,0.0002759858,0.00003825317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001756187,"about_ca_system_score_gemma":0.00002536264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000128895,"about_ca_topic_score_gemma":0.00007741967,"domain_scores_codex":[0.9991879,0.00004776629,0.0002284516,0.0000962269,0.0002466623,0.0001930282],"domain_scores_gemma":[0.9986506,0.0002860805,0.0001043951,0.0005595768,0.0003695615,0.00002977071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001672801,0.002358534,0.05109364,0.001999702,0.0008367045,0.00004767602,0.03463521,0.04949186,0.1964073,0.03623636,0.001392639,0.6238276],"study_design_scores_gemma":[0.02132649,0.01208381,0.006721842,0.0009249775,0.0001864626,0.0002523663,0.3058935,0.2402848,0.3661891,0.001125348,0.04360733,0.001404007],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814891,0.000008951565,0.01498468,0.000137642,0.00002372168,0.001508853,0.00003092838,0.000127425,0.001688724],"genre_scores_gemma":[0.9996831,0.00002921359,0.0002005672,0.000003631586,0.000002059653,0.00001094677,0.0000385017,0.000006915209,0.00002507549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6224236,"threshold_uncertainty_score":0.4011914,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1485825596","doi":"","title":"Non-Functional Requirements: Size Measurement and Testing with COSMIC-FFP","year":2007,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Software Engineering Research","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Computer science; Reliability engineering; Process (computing); Non-functional requirement; Systems engineering; Scope (computer science); Functional requirement; Functional testing; Software engineering; Software; Engineering; Software development; Software construction","authors":[{"name":"Mohamad Kassab","is_ca":false},{"name":"Olga Ormandjieva","is_ca":false},{"name":"Maya Daneva","is_ca":false},{"name":"Alain Abran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07659704305500299,"gpt":0.268884615089515,"spread":0.192287572034512,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003382398,0.00006196323,0.0000721609,0.0003855179,0.0002312834,0.00006675965,0.000365893,0.00003344299,0.000006887488],"category_scores_gemma":[0.00110854,0.00006384338,0.00001404562,0.0007129191,0.0001124592,0.00185681,0.0003055133,0.0002106755,0.00002083585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003136788,"about_ca_system_score_gemma":0.0002069835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002294655,"about_ca_topic_score_gemma":0.00001995954,"domain_scores_codex":[0.9978536,0.00002621336,0.0001238194,0.0001165652,0.00156381,0.000316026],"domain_scores_gemma":[0.9979413,0.0005400627,0.00006062008,0.0002222982,0.001106836,0.000128878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001566373,0.0004982285,0.4655387,0.001498613,0.0004912008,0.0001463913,0.01544866,0.004703252,0.01729442,0.01051703,0.0230042,0.4592929],"study_design_scores_gemma":[0.002694677,0.0007837639,0.9395881,0.000354236,0.000006916181,0.00002775998,0.001872189,0.03783001,0.003820379,0.0001892259,0.01256341,0.0002693527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1896901,0.00001534489,0.8063565,0.0003037449,0.00005442499,0.000295839,0.000001507822,0.00008219953,0.003200372],"genre_scores_gemma":[0.971285,0.000008211187,0.02860181,0.00001180526,0.00001116396,3.087532e-7,0.000002298483,0.000002480207,0.00007687751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7815949,"threshold_uncertainty_score":0.2603458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2738156890","doi":"","title":"The relation of ego-integrity to mental health in older adults with moderate depressive symptoms","year":2011,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Optimism, Hope, and Well-being","field":"Psychology","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 Ottawa","funders":"","keywords":"Psychology; Psychosocial; Mental health; Feeling; Psychopathology; Id, ego and super-ego; Psychological intervention; Loevinger's stages of ego development; Clinical psychology; Psychiatry; Psychotherapist; Social psychology","authors":[{"name":"S.M.A. Lamers","is_ca":false},{"name":"Gerben J. Westerhof","is_ca":false},{"name":"Jojanneke Korte","is_ca":true},{"name":"Ernst T. Bohlmeijer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.027316627959761,"gpt":0.3020720484684122,"spread":0.2747554205086512,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008241828,0.00006060205,0.000110669,0.0002987089,0.0002344023,0.0000109818,0.0002219072,0.00005903901,0.00007445271],"category_scores_gemma":[0.00002730081,0.00005055049,0.0000263511,0.0002910537,0.000118731,0.0006434369,0.0000816649,0.0002855358,0.00003856978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001351246,"about_ca_system_score_gemma":0.00009165615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005330821,"about_ca_topic_score_gemma":0.0006037987,"domain_scores_codex":[0.9989488,0.0002081611,0.0001969003,0.00009397259,0.0002985587,0.0002535945],"domain_scores_gemma":[0.9991928,0.00006553988,0.0001604173,0.0002014899,0.0002989754,0.00008074789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.01468194,0.0005134984,0.04204204,0.0002259794,0.0001944989,0.000006943771,0.7643473,0.0007370817,0.0000267662,0.02719883,0.00886715,0.141158],"study_design_scores_gemma":[0.007578658,0.00172163,0.8366275,0.0009721763,0.00001199253,0.000007786816,0.1355989,0.01235872,0.0006297183,0.000421871,0.003810298,0.0002607286],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9515724,0.00003108855,0.003243697,0.0007901702,0.00007331694,0.000860703,0.00002239578,0.00001377497,0.04339252],"genre_scores_gemma":[0.99918,0.00008814269,0.0003459485,0.00002622789,0.000004254413,0.000001084456,0.00003166728,0.000003125189,0.0003195522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7945855,"threshold_uncertainty_score":0.8058642,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7065347587","doi":"","title":"The Effectiveness of Commercial Diplomacy; a survey among Dutch Embassies and Consulates","year":2012,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Hebrew University of Jerusalem; Fudan University; Bar-Ilan University; Keio University; University of Waterloo; University of Southern California; University of Connecticut; Univerzita Komenského v Bratislave; Brown University","keywords":"Diplomacy; Preparedness; Relevance (law); Foreign policy; Quality (philosophy); International business; Economic diplomacy; International relations","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02447726813824004,"gpt":0.290724874061878,"spread":0.266247605923638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003919393,0.00004672393,0.00009611927,0.0001300178,0.0002919576,0.00002736977,0.0001705329,0.00002022824,0.001004345],"category_scores_gemma":[0.0001453738,0.00003925679,0.00002699237,0.0002082846,0.0004762605,0.0002419209,0.000279713,0.0001385131,0.000008222971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009689815,"about_ca_system_score_gemma":0.00005871534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009497042,"about_ca_topic_score_gemma":0.0001513388,"domain_scores_codex":[0.9986163,0.0006375573,0.0001160876,0.00003989764,0.0003734677,0.0002166754],"domain_scores_gemma":[0.9976071,0.00164198,0.00007784179,0.0001312761,0.0004695524,0.00007223819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002813207,0.00004321897,0.9493914,0.00008675549,0.00003801579,4.714848e-8,0.0007240607,0.000001606644,0.0001853265,0.006761808,0.0009959949,0.04149042],"study_design_scores_gemma":[0.0005267452,0.00004829461,0.988766,0.00003348623,0.000004152724,5.168215e-8,0.0033775,0.0003593686,0.0008076334,0.0000631514,0.005977646,0.00003597166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648442,0.00002246531,0.000274337,0.00007055527,0.0000208575,0.0003546323,0.00004164833,0.000003452567,0.03436785],"genre_scores_gemma":[0.9996694,0.00002653108,0.00001817168,5.073851e-7,0.000007150387,8.349667e-7,0.00003948353,0.000001308905,0.0002365899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04145445,"threshold_uncertainty_score":0.9999089,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2747274967","doi":"","title":"A Valuation of Ecological Services in the Laurentian Great Lakes Basin with an Emphasis on Canada","year":2008,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Valuation (finance); Geography; Ecology; Ecosystem services; Structural basin; Environmental science; Environmental resource management; Hydrology (agriculture); Fishery; Geology; Ecosystem; Business; Biology","authors":[{"name":"Gail Krantzberg","is_ca":false},{"name":"C.L. Boer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04222950324828363,"gpt":0.2380957132174696,"spread":0.195866209969186,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004604482,0.00003811823,0.00005032122,0.00007188134,0.0001395097,0.000005419157,0.0002168542,0.00001838927,0.0005559629],"category_scores_gemma":[0.000008285087,0.00002931119,0.00001097575,0.0002203587,0.0001504414,0.0005822533,0.0000642239,0.00006870733,0.00001621937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001936219,"about_ca_system_score_gemma":0.0000281995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.232576,"about_ca_topic_score_gemma":0.6598902,"domain_scores_codex":[0.9989519,0.0001410436,0.0000853923,0.00005975993,0.0006632474,0.00009870403],"domain_scores_gemma":[0.9997345,0.00003719093,0.00006225253,0.0001215453,0.00001578125,0.00002872129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001317304,0.001035079,0.8770721,0.0001942541,0.00005150267,0.00005327403,0.03213032,0.02701164,0.0002723509,0.001651757,0.02954594,0.02966448],"study_design_scores_gemma":[0.0005011759,0.000316803,0.9397016,0.00001495622,0.000003414995,0.000001332554,0.009972178,0.002995834,0.00009353647,0.00001903943,0.04633839,0.0000417783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898404,7.996521e-7,0.00006158299,0.001036852,0.000005608218,0.0002225535,0.000007049314,0.000002925865,0.008822204],"genre_scores_gemma":[0.9993846,0.00002684233,0.0001657106,0.0002352491,0.000001084114,5.919006e-7,0.00005265947,8.20787e-7,0.0001324132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4273143,"threshold_uncertainty_score":0.7725344,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2744206887","doi":"","title":"Data-Driven Scenario Generation for Enhanced Realism of Equipment Training Simulators","year":2017,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"BIM and Construction Integration","field":"Engineering","cited_by":4,"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":"Training (meteorology); Virtual reality; Computer science; Dynamism; Popularity; Carving; Heavy equipment; Risk analysis (engineering); Simulation; Engineering management; Human–computer interaction; Engineering","authors":[{"name":"Faridaddin Vahdatikhaki","is_ca":false},{"name":"Amin Hammad","is_ca":true},{"name":"Léon olde Scholtenhuis","is_ca":false},{"name":"Seirgei Miller","is_ca":false},{"name":"Denis Makarov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1655296206749836,"gpt":0.3324728220942302,"spread":0.1669432014192465,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004138798,0.00004566139,0.00008765855,0.0001775627,0.0002823307,0.00003966819,0.0003372336,0.00005675412,0.00002491969],"category_scores_gemma":[0.0000914969,0.00005304046,0.00002888045,0.00004840942,0.00009835698,0.001720431,0.0000776415,0.00008557061,0.000004441711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008509945,"about_ca_system_score_gemma":0.00006596598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001269168,"about_ca_topic_score_gemma":0.0001314444,"domain_scores_codex":[0.9994119,0.00001615778,0.000153796,0.00005991852,0.0002392996,0.0001188992],"domain_scores_gemma":[0.9991331,0.0000263539,0.0001111049,0.0003506103,0.0003430368,0.00003575489],"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":[0.0002774538,0.00004459298,0.0004064089,0.0008004154,0.0002702633,6.231003e-7,0.021882,0.1329855,0.06781004,0.03298823,0.01907022,0.7234642],"study_design_scores_gemma":[0.000768141,0.00006257984,0.0004929097,0.00006491552,0.00001096522,4.227038e-7,0.003283247,0.9537573,0.01330335,0.0001568078,0.0280215,0.00007778685],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6503989,0.00001857956,0.3335125,0.0001985476,0.0004930726,0.0006477393,0.0004670087,0.00006602751,0.01419767],"genre_scores_gemma":[0.9968573,0.00006192507,0.002624423,0.000001526719,0.00002625297,8.171713e-7,0.0003573142,0.000002759036,0.00006763769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8207718,"threshold_uncertainty_score":0.2171488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2742633509","doi":"","title":"Does the impact of polls vary across electoral systems","year":2002,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Electoral Systems and Political Participation","field":"Social 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":"Université de Montréal","funders":"","keywords":"Economics; Econometrics","authors":[{"name":"André Blais","is_ca":true},{"name":"Jack Vowles","is_ca":false},{"name":"Kees Aarts","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1076951802884275,"gpt":0.41351919747204,"spread":0.3058240171836125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001374699,0.00003832428,0.00009324947,0.00008434986,0.0005077705,0.00004734754,0.0002343427,0.00005876922,0.0001893948],"category_scores_gemma":[0.0002212366,0.00002299764,0.00007188636,0.0003955924,0.0003662799,0.0008587926,0.00004117308,0.0001216075,0.00006146004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002209802,"about_ca_system_score_gemma":0.00007884303,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1663754,"about_ca_topic_score_gemma":0.001962914,"domain_scores_codex":[0.9985399,0.0003843095,0.0001513769,0.00004057119,0.0005582061,0.0003256398],"domain_scores_gemma":[0.9990101,0.0001773695,0.0001139663,0.0001164135,0.0004920051,0.00009015916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004286734,0.0004835349,0.4123128,0.0006906957,0.0004015685,0.000004403865,0.2989565,0.003791708,0.001492249,0.1522196,0.1056838,0.02353445],"study_design_scores_gemma":[0.003318414,0.002185341,0.4903567,0.0006473069,0.00005790638,0.000003273474,0.1449744,0.08271898,0.0009826458,0.002479748,0.2715116,0.0007636735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835016,0.00003282182,0.0001452404,0.0009870136,0.0001047803,0.0003803945,0.00005599101,0.00001663225,0.01477556],"genre_scores_gemma":[0.9985078,0.00002763294,0.000004418123,0.000002366602,0.0000437747,3.200813e-7,0.000004970563,0.000001180365,0.00140752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1658278,"threshold_uncertainty_score":0.8391758,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2587970642","doi":"10.1161/circ.132.suppl_3.15003","title":"Spatiotemporal Stability of Public Cardiac Arrests","year":2015,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Cardiopulmonary resuscitation; Automated external defibrillator; Public health; Demography; Psychological intervention; Medical emergency; Gerontology; Emergency medicine; Resuscitation; Pathology; Nursing","authors":[{"name":"Derya Demirtas","is_ca":false},{"name":"Steven C. Brooks","is_ca":false},{"name":"Laurie J. Morrison","is_ca":false},{"name":"Timothy C. Y. Chan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1258357418578946,"gpt":0.3311602732222312,"spread":0.2053245313643366,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002051754,0.00004606419,0.0001691103,0.0003636993,0.00005944249,0.000009489742,0.00008706513,0.00006559776,0.00002702291],"category_scores_gemma":[0.0006426339,0.00004690791,0.00009781803,0.0004009348,0.0002479512,0.0008779383,0.00008672592,0.0001551949,0.00003635687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001934199,"about_ca_system_score_gemma":0.0005288068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008098802,"about_ca_topic_score_gemma":0.00002898349,"domain_scores_codex":[0.9985968,0.0001705434,0.0001722219,0.00006233176,0.0008378209,0.0001602591],"domain_scores_gemma":[0.9976821,0.00006441051,0.0001134453,0.0002123978,0.001734201,0.0001934252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001242343,0.000218633,0.9135892,0.0008559284,0.0001785436,0.000004566982,0.01380084,0.00004020978,0.001268803,0.002329476,0.02538513,0.04108637],"study_design_scores_gemma":[0.004227577,0.0005514085,0.7598984,0.0001880513,0.00006253742,0.000001402907,0.0479256,0.002124939,0.005720837,0.0003065916,0.1788199,0.0001727843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764425,0.00004577178,0.0009755274,0.0009359872,0.0002555217,0.0003890168,0.00003438695,0.00001900973,0.02090227],"genre_scores_gemma":[0.9992597,0.00005068075,0.0004471299,0.00000338252,0.00002826876,2.063897e-7,0.0001615664,0.000001983323,0.0000470632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1536907,"threshold_uncertainty_score":0.1912849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1505579779","doi":"","title":"Designing a WWW-based course-support site for learners with different cultural backgrounds: Implications for practice.","year":2000,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Course (navigation); Computer science; Mathematics education; Medical education; Engineering ethics; World Wide Web; Knowledge management; Data science; Pedagogy; Psychology; Engineering; Medicine","authors":[{"name":"Karen Jager","is_ca":true},{"name":"Betty Collis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1012103597465864,"gpt":0.4403876084672816,"spread":0.3391772487206952,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001853419,0.00007372073,0.0001015873,0.0001757029,0.001301666,0.0001440083,0.0002644537,0.00007279908,0.0001640167],"category_scores_gemma":[0.0008112187,0.00007280399,0.00006182029,0.0003668591,0.0003553518,0.004147066,0.00001607015,0.0001642391,0.0000368298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005288741,"about_ca_system_score_gemma":0.0007563113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001019151,"about_ca_topic_score_gemma":0.0004682596,"domain_scores_codex":[0.9986659,0.0002643844,0.0001454496,0.0001266203,0.0004648744,0.0003328182],"domain_scores_gemma":[0.9966372,0.001158733,0.0002333777,0.0001592801,0.001696038,0.0001153193],"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":[0.01221438,0.001947465,0.02865994,0.0007155387,0.0006215918,0.000001214624,0.3049377,0.007368269,0.001455858,0.06242119,0.0891427,0.4905142],"study_design_scores_gemma":[0.001389441,0.0005869023,0.004612284,0.00004338903,0.00007524065,0.000001010541,0.1131495,0.001795194,0.000145466,0.0003336131,0.877723,0.0001449654],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3473958,0.00003923203,0.3327695,0.05884643,0.0002229925,0.007613386,0.0002208653,0.000187097,0.2527046],"genre_scores_gemma":[0.9548589,0.0001841193,0.04126101,0.0001293865,0.00007117526,0.00003338379,0.0003557762,0.000008460675,0.003097784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7885803,"threshold_uncertainty_score":0.9999985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2611249982","doi":"","title":"Fresh Biomass Estimation in Heterogeneous Grassland Using Hyperspectral Measurements and Multivariate Statistical Analysis","year":2014,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Remote Sensing in Agriculture","field":"Environmental Science","cited_by":3,"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":"Hyperspectral imaging; Partial least squares regression; Multivariate statistics; Spectroradiometer; Remote sensing; Environmental science; Calibration; Principal component analysis; Statistics; Multispectral image; Mathematics; Biomass (ecology); Collinearity; Ecology; Geography; Reflectivity","authors":[{"name":"Roshanak Darvishzadeh","is_ca":false},{"name":"Andrew K. Skidmore","is_ca":false},{"name":"M. Mirzaie","is_ca":true},{"name":"Clement Atzberger","is_ca":false},{"name":"Martin Schlerf","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03787569522166654,"gpt":0.2836415664947212,"spread":0.2457658712730547,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000739882,0.00005651607,0.0001033294,0.0002542564,0.0001275382,0.00003040692,0.00009937537,0.00005073055,0.00005859795],"category_scores_gemma":[0.0001451849,0.00005498609,0.00002392164,0.0005337679,0.000160235,0.0005310907,0.00011116,0.0001016188,0.00002188778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000280996,"about_ca_system_score_gemma":0.000007621248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006427146,"about_ca_topic_score_gemma":0.00111989,"domain_scores_codex":[0.9989051,0.0001722449,0.0001219598,0.0001058726,0.0005145506,0.0001802618],"domain_scores_gemma":[0.9996597,0.00005464427,0.00006945834,0.0001018942,0.00004515648,0.00006914471],"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":[0.0002559056,0.0001544218,0.5241221,0.00009921454,0.0002482712,0.00001096318,0.005839943,0.396793,0.04050384,0.000148069,0.0005968905,0.03122731],"study_design_scores_gemma":[0.0004040112,0.00003839619,0.3290204,0.00001199762,0.00002882665,0.0000023827,0.0002950367,0.6692556,0.000621197,0.00008606675,0.0001740196,0.00006209896],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9261802,0.000001872126,0.07247654,0.00005399905,0.00001236373,0.0001277351,0.000008389454,0.000007784099,0.001131097],"genre_scores_gemma":[0.9732143,0.000003952674,0.02673257,0.000002963148,0.000002119013,2.365109e-8,0.0000325502,0.000001354363,0.0000101301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2724625,"threshold_uncertainty_score":0.9715966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2914278103","doi":"","title":"Micro-CT-based analysis of fibre-reinforced composites: Applications","year":2018,"lang":"en","type":"preprint","venue":"University of Twente Research Information","topic":"Composite Material Mechanics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Toyota Motor Europe; Japan Society for the Promotion of Science; Vlaamse regering; Horizon 2020 Framework Programme; Agentschap Innoveren en Ondernemen; Bộ Giáo dục và Ðào tạo; China Scholarship Council; KU Leuven; Fonds Wetenschappelijk Onderzoek","keywords":"Composite material; Materials science","authors":[{"name":"Ilya Straumit","is_ca":false},{"name":"İsmet Baran","is_ca":false},{"name":"Larissa Gorbatikh","is_ca":false},{"name":"László Farkas","is_ca":false},{"name":"Christine Hahn","is_ca":false},{"name":"K. Ilin","is_ca":false},{"name":"Jan Ivens","is_ca":false},{"name":"Larry Lessard","is_ca":true},{"name":"Y. Liu","is_ca":false},{"name":"Ngoc Ha Nguyen","is_ca":false},{"name":"Anna Matveeva","is_ca":false},{"name":"Mahoor Mehdikhani","is_ca":false},{"name":"Oksana Shishkina","is_ca":false},{"name":"Jeroen Soete","is_ca":false},{"name":"Jun Takahashi","is_ca":false},{"name":"Dirk Vandepitte","is_ca":false},{"name":"Dmytro Vasiukov","is_ca":false},{"name":"Yi Wan","is_ca":false},{"name":"E. Winterstein","is_ca":false},{"name":"Martine Wevers","is_ca":false},{"name":"Stepan Vladimirovitch Lomov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02313274671867054,"gpt":0.2613250581242926,"spread":0.2381923114056221,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004698574,0.000145471,0.0003729273,0.002038972,0.0001063082,0.00004774465,0.0006870006,0.0001298138,0.0001556767],"category_scores_gemma":[0.00001947779,0.0001920435,0.0002141184,0.001023089,0.0001379001,0.0002915143,0.0005263134,0.0003195484,0.00006192052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000300239,"about_ca_system_score_gemma":0.000112572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003682497,"about_ca_topic_score_gemma":0.00002354939,"domain_scores_codex":[0.9986976,0.00006169864,0.0003710148,0.000118648,0.000522229,0.0002288581],"domain_scores_gemma":[0.9981709,0.00009531915,0.0002192809,0.0006180513,0.0008094006,0.00008701942],"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":[0.000177812,0.00003946714,0.0001442438,0.00339675,0.001691493,0.000001797369,0.001491997,0.9392689,0.0479113,0.0009760042,0.002594658,0.002305566],"study_design_scores_gemma":[0.0003764532,0.00005799137,0.0003057042,0.0001923303,0.0003316508,4.340205e-7,0.000330069,0.9285423,0.05706676,0.0000397016,0.01256132,0.0001953432],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5523512,0.00004950929,0.4374826,0.00006688641,0.0002282005,0.001509848,0.001536968,0.0002523528,0.006522421],"genre_scores_gemma":[0.9910303,0.00008606227,0.00639796,0.000004373434,0.00002174717,0.000003539109,0.00238725,0.00001189041,0.00005686252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4386791,"threshold_uncertainty_score":0.7831308,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2964597709","doi":"","title":"Time to Flourish:Temporal Perspective and Well-Being Across the Lifespan","year":2011,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Psychological and Temporal Perspectives Research","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Langara College","funders":"","keywords":"Time perspective; Expansive; Perspective (graphical); Personality; Psychology; Mental health; Scale (ratio); Developmental psychology; Gerontology; Social psychology; Medicine; Psychiatry","authors":[{"name":"Jeffrey Dean Webster","is_ca":true},{"name":"Ernst T. Bohlmeijer","is_ca":false},{"name":"Gerben J. Westerhof","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06782871900804267,"gpt":0.3672481806904703,"spread":0.2994194616824277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00147332,0.00008852808,0.0001303679,0.0002565101,0.0004799256,0.00003841869,0.0004948819,0.00009275475,0.003314649],"category_scores_gemma":[0.0001474993,0.00007069464,0.00005859342,0.0005331956,0.0006900463,0.0005864468,0.0004168565,0.0004465103,0.003263517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159377,"about_ca_system_score_gemma":0.00003273201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003570804,"about_ca_topic_score_gemma":0.000043862,"domain_scores_codex":[0.998446,0.0003164171,0.0001395259,0.0001885273,0.0004592066,0.000450291],"domain_scores_gemma":[0.9987647,0.0001317815,0.00006575898,0.0002918915,0.0005489679,0.0001969327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00400834,0.0004810815,0.01243143,0.00004921372,0.000314176,0.00006642557,0.8267301,0.000005245512,0.0001620587,0.03762044,0.09307603,0.0250555],"study_design_scores_gemma":[0.001807292,0.001460623,0.3003539,0.00005153552,0.000008697783,0.00002211237,0.5064214,0.0002917621,0.0001196901,0.004922158,0.184258,0.0002828174],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5422878,0.00002897005,0.000189046,0.002319537,0.00004713325,0.0004391977,0.00001683219,0.00003086319,0.4546406],"genre_scores_gemma":[0.9899476,0.00002156523,0.0001757631,0.00008085903,0.0000310613,0.000001504473,0.000007399493,0.000004317904,0.00972998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4476597,"threshold_uncertainty_score":0.9975964,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2121655069","doi":"","title":"Hip compression force estimation with a comprehensive musculoskeletal model","year":2008,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","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 Calgary","funders":"","keywords":"Function (biology); Compression (physics); Stress (linguistics); Mathematics; Computer science; Physical medicine and rehabilitation; Medicine; Physics","authors":[{"name":"Hubertus F.J.M. Koopman","is_ca":false},{"name":"M.D. Klein Horsman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05203168954780213,"gpt":0.305193109904196,"spread":0.2531614203563939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001378827,0.00006959234,0.000138114,0.0002874403,0.0003338915,0.000006258253,0.00006867119,0.00005144566,0.00004589883],"category_scores_gemma":[0.00002917863,0.00005948707,0.00004830251,0.0001862834,0.0002809409,0.0008632893,0.00007089919,0.0002115752,0.00004664084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006429025,"about_ca_system_score_gemma":0.0001756311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001001939,"about_ca_topic_score_gemma":0.000004315664,"domain_scores_codex":[0.998916,0.00003679624,0.0001216277,0.00007726374,0.0006520209,0.0001962851],"domain_scores_gemma":[0.9990821,0.00004340979,0.00008568716,0.0001496297,0.0005197421,0.0001193591],"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":[0.02218431,0.001747013,0.05441662,0.005808445,0.0007712136,0.0006177039,0.04683025,0.1458683,0.008065333,0.005843069,0.08828811,0.6195597],"study_design_scores_gemma":[0.005659529,0.001034956,0.03460751,0.0003725131,0.00003474141,0.0002651027,0.003436708,0.9407764,0.0003777142,0.00003515572,0.01325067,0.0001489958],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9450727,0.00001397249,0.04711011,0.0002800587,0.00001881755,0.0004101599,0.00002145261,0.00003686017,0.007035874],"genre_scores_gemma":[0.9921795,0.0001206398,0.006802533,0.00002554228,0.000009456282,3.051446e-7,0.0001517865,0.000003527171,0.0007067166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7949082,"threshold_uncertainty_score":0.2568057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2739852851","doi":"","title":"Modelling of tar reduction in Biomass Fuelled Gasification using Biomass Char as a Catalyst","year":2006,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","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":"Char; tar (computing); Biomass (ecology); Biomass gasification; Reduction (mathematics); Pulp and paper industry; Environmental science; Catalysis; Waste management; Chemistry; Pyrolysis; Organic chemistry; Engineering; Mathematics; Ecology; Computer science; Biology","authors":[{"name":"Ziad Abu El-Rub","is_ca":false},{"name":"Eduard A. Bramer","is_ca":false},{"name":"Gerrit Brem","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03895783981776241,"gpt":0.2443061257406712,"spread":0.2053482859229088,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003885543,0.00007595021,0.0001268918,0.0008804687,0.00006424059,0.00001228027,0.0001967498,0.00009855224,0.00003216519],"category_scores_gemma":[0.00002370811,0.0000956264,0.00004218199,0.0008758515,0.0001071459,0.001051444,0.00005145348,0.0001149909,0.00002616365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003139628,"about_ca_system_score_gemma":0.00005547393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003170956,"about_ca_topic_score_gemma":0.00001336629,"domain_scores_codex":[0.9990507,0.00003475291,0.0002612494,0.00008485791,0.0003750681,0.0001933373],"domain_scores_gemma":[0.999343,0.00002551992,0.0001065567,0.0001549886,0.0003290589,0.00004084915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001278735,0.00004624469,0.0001878751,0.0007795477,0.00002237408,0.000001444224,0.001367587,0.04227619,0.9538947,0.0002852437,0.0001764202,0.0008344465],"study_design_scores_gemma":[0.0006022447,0.00002364619,0.00007830028,0.0001107561,0.000008361878,0.000003154679,0.002837539,0.2961725,0.6992669,0.0002522159,0.0005405191,0.0001039453],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987756,0.00007129777,0.01050505,0.00004853355,0.0000428756,0.0001987305,0.000017369,0.00004836999,0.001311774],"genre_scores_gemma":[0.9988769,0.00005255575,0.0009146855,3.194542e-7,0.000008953255,3.194708e-7,0.000115624,0.000005368835,0.00002522073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2546279,"threshold_uncertainty_score":0.4793558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2738700648","doi":"","title":"How to rigorously review literature using Grounded Theory","year":2011,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Qualitative Research Methods and Applications","field":"Social 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":"Nuclear Waste Management Organization","funders":"","keywords":"Grounded theory; Epistemology; Computer science; Sociology; Philosophy; Qualitative research; Social science","authors":[{"name":"Joost F. Wolfswinkel","is_ca":false},{"name":"Elfi Furtmueller","is_ca":false},{"name":"Celeste P.M. Wilderom","is_ca":true},{"name":"Mary Tate","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3704739470439763,"gpt":0.4914926788518524,"spread":0.1210187318078761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008105691,0.0000495149,0.0001091195,0.00031608,0.0007127111,0.00007848204,0.0004232748,0.00005400659,0.0001721129],"category_scores_gemma":[0.001557748,0.00005032263,0.00005895818,0.001147895,0.0003919741,0.001749134,0.0001255188,0.0002138565,0.00005012221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001769108,"about_ca_system_score_gemma":0.0002126468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002101281,"about_ca_topic_score_gemma":0.0001510412,"domain_scores_codex":[0.9971809,0.001600167,0.0001066846,0.00008677853,0.0007359729,0.0002895091],"domain_scores_gemma":[0.9980102,0.0002738728,0.00008301956,0.0001859156,0.001251993,0.0001950076],"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":[0.00008217439,0.00005101955,0.00006541628,0.0005171458,0.00002778472,0.000002076933,0.1250766,6.574551e-7,0.0001279567,0.7878011,0.006836648,0.07941138],"study_design_scores_gemma":[0.0002800628,0.0001319267,0.0009094212,0.001414789,0.0000152945,6.985146e-7,0.1328566,0.00008121812,0.0001656031,0.03194179,0.8320351,0.0001675648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02456999,0.002790571,0.5280607,0.02215381,0.0001295603,0.004418255,0.0001653005,0.0001352387,0.4175765],"genre_scores_gemma":[0.5477978,0.04981597,0.3720564,0.001114178,0.0002651208,0.00001740575,0.0001777103,0.00003049003,0.02872494],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8251984,"threshold_uncertainty_score":0.548167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2794987065","doi":"","title":"Secondary circulation in river junctions even at very low flow momentum ratios : The legacy effects of point bar formation","year":2018,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","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 Ottawa","funders":"","keywords":"Secondary circulation; Tributary; Downwelling; Geology; Point bar; Momentum (technical analysis); Flow (mathematics); Secondary flow; Momentum diffusion; Mouth bar; Mechanics; Hydrology (agriculture); Turbulence; Geomorphology; Upwelling; Physics; Oceanography; Geography; Geotechnical engineering","authors":[{"name":"Gelare Moradi","is_ca":false},{"name":"Colin D. Rennie","is_ca":true},{"name":"Bart Vermeulen","is_ca":false},{"name":"Romain Cardot","is_ca":false},{"name":"Stuart N. Lane","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009913978515588905,"gpt":0.2203234216233538,"spread":0.2104094431077649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006560382,0.00005735194,0.00008142404,0.000176707,0.0003285477,0.000008891405,0.0001872199,0.0000630647,0.0009783772],"category_scores_gemma":[0.00005128665,0.00005296569,0.00003630511,0.0003407693,0.000483032,0.003513974,0.0001095824,0.0001516326,0.0002727527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000254662,"about_ca_system_score_gemma":0.00003657541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003660344,"about_ca_topic_score_gemma":0.000354766,"domain_scores_codex":[0.9990552,0.000110265,0.0001819304,0.00007685211,0.0004067534,0.0001689943],"domain_scores_gemma":[0.9995553,0.000076606,0.0001072816,0.0001470853,0.0000768383,0.00003692734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.004577544,0.001521585,0.2908991,0.004054217,0.0003578105,0.00003001828,0.3254974,0.1201273,0.06138437,0.002082037,0.06262858,0.1268401],"study_design_scores_gemma":[0.00378389,0.0006355942,0.78548,0.0002059356,0.0000404359,0.000006160649,0.003814013,0.1451395,0.03130421,0.001017521,0.02832223,0.0002505359],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881375,0.000007854276,0.005253319,0.0004307324,0.0000803449,0.0004166558,0.000006954825,0.00001022693,0.005656375],"genre_scores_gemma":[0.9996054,0.00003746198,0.00009954234,0.0000286314,0.000008000149,0.000001289492,0.00006831394,0.000001675955,0.0001496561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4945808,"threshold_uncertainty_score":0.9999349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1837959898","doi":"10.11175/easts.6.3309","title":"SAFETY ANALYSIS OF TRAFFIC ROUNDABOUT: CONVENTIONAL VERSUS ALBERTA-TYPE MARKINGS","year":2005,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Traffic control and management","field":"Engineering","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":"Roundabout; Transport engineering; Vehicle type; Measure (data warehouse); Interval (graph theory); Computer science; Engineering; Mathematics; Data mining","authors":[{"name":"Jing Bie","is_ca":false},{"name":"Hong K. Lo","is_ca":false},{"name":"Stephen C. P. Wong","is_ca":false},{"name":"W.T. Hung","is_ca":false},{"name":"Becky P.Y. Loo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01885905087481629,"gpt":0.2440051502508332,"spread":0.225146099376017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003947931,0.00005193808,0.0001352993,0.0007007453,0.00007070647,0.00001249265,0.0001669236,0.00003796974,0.0004737184],"category_scores_gemma":[0.00003041714,0.00006337118,0.0001030741,0.0007375709,0.0000643733,0.000610136,0.00004801654,0.0000998369,0.0000499011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001653237,"about_ca_system_score_gemma":0.00002843415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002411098,"about_ca_topic_score_gemma":0.0009647208,"domain_scores_codex":[0.9992138,0.00002541844,0.0001741232,0.00005019589,0.0003796588,0.0001567667],"domain_scores_gemma":[0.99946,0.00009752016,0.00004921311,0.0001213268,0.0002244455,0.00004747593],"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":[0.0005686213,0.00003534317,0.00006442764,0.00009731485,0.001136705,3.949793e-7,0.001464093,0.9249603,0.00002752349,0.002807776,0.003026352,0.06581119],"study_design_scores_gemma":[0.001354435,0.00005159548,0.009554025,0.00001343541,0.0001548631,9.332224e-8,0.0009662914,0.6348028,0.000009005217,0.000001625275,0.3530293,0.00006250271],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9098542,0.0001167852,0.009620816,0.0008088213,0.0003461737,0.0004903539,0.00007934752,0.0001345289,0.07854898],"genre_scores_gemma":[0.9988477,0.0001661125,0.0002713024,0.000002947385,0.000009535469,1.30694e-7,0.0001536439,0.000002112117,0.0005465543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.350003,"threshold_uncertainty_score":0.5186884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2954075654","doi":"","title":"Kaizen event effectiveness and problem-solving style awareness : A video-based field examination","year":2019,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nuclear Waste Management Organization","funders":"University of Twente","keywords":"Kaizen; Psychology; Longitudinal field; Applied psychology; Team effectiveness; Intervention (counseling); Event (particle physics); Computer science; Engineering; Operations management; Knowledge management; Lean manufacturing","authors":[{"name":"José C.M. Franken","is_ca":true},{"name":"Desirée H. van Dun","is_ca":true},{"name":"Celeste P.M. Wilderom","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03459133030511841,"gpt":0.3572253036839927,"spread":0.3226339733788743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001484623,0.00005304988,0.00008720238,0.0003734275,0.0001701162,0.00003177861,0.0001635307,0.00005480666,0.0003396039],"category_scores_gemma":[0.0001657692,0.00005916876,0.00002517665,0.0003210929,0.00009137646,0.0007157826,0.00007621274,0.0001471788,0.0000932937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008706723,"about_ca_system_score_gemma":0.000100312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006674081,"about_ca_topic_score_gemma":0.00002183581,"domain_scores_codex":[0.9989113,0.000377556,0.0000989226,0.0001219129,0.0003234516,0.0001669009],"domain_scores_gemma":[0.9987608,0.0006549319,0.00008990883,0.000178797,0.0002601586,0.00005545658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002847656,0.001337302,0.4431244,0.002706813,0.0001010855,0.000009465311,0.08431206,0.001401462,0.02402622,0.01967106,0.006057433,0.4144051],"study_design_scores_gemma":[0.002134603,0.0008650587,0.95543,0.0002445868,0.000009087514,0.000003858906,0.01707365,0.006429414,0.004970785,0.00009681833,0.01258069,0.0001614697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799302,0.00000828777,0.005810109,0.0003382226,0.0001485667,0.0005264885,0.000007189687,0.00002012664,0.01321082],"genre_scores_gemma":[0.9993502,0.000007942885,0.00009858305,0.0000255941,0.000004804985,0.000001631338,0.00001262656,0.000002058034,0.0004965487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5123056,"threshold_uncertainty_score":0.3718425,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3086750681","doi":"","title":"Switchless Sorption-Compressor Design","year":2014,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Advanced Thermodynamic Systems and Engines","field":"Engineering","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":"Gas compressor; Refrigeration; Power (physics); Mechanical engineering; Computer science; Engineering; Physics; Thermodynamics","authors":[{"name":"Rui Wu","is_ca":false},{"name":"Tim Mulder","is_ca":false},{"name":"C.H. Vermeer","is_ca":false},{"name":"H.J. Holland","is_ca":false},{"name":"H.J.M. ter Brake","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02569569456550706,"gpt":0.2210892124993955,"spread":0.1953935179338885,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000426381,0.00004764671,0.00007917106,0.0001965147,0.00008043004,0.00001164814,0.0001548916,0.00004091757,0.0000282332],"category_scores_gemma":[0.00002916139,0.00005338988,0.00002429238,0.0001426621,0.00003811826,0.0006744628,0.0000289575,0.0001034926,0.00009954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006291193,"about_ca_system_score_gemma":0.000008655979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005900452,"about_ca_topic_score_gemma":0.000004861627,"domain_scores_codex":[0.9994636,0.00004246695,0.00009043117,0.00003574861,0.0002147236,0.0001530501],"domain_scores_gemma":[0.9995944,0.0000707309,0.00002373244,0.0001276368,0.0001383839,0.00004513349],"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":[0.00005250007,0.00001398592,0.00008320772,0.000517899,0.00004598107,6.990901e-7,0.002321646,0.919244,0.00458518,0.006314924,0.004664936,0.06215508],"study_design_scores_gemma":[0.0003698539,0.00002886854,0.0005128729,0.00005608726,0.000002393831,0.000001167983,0.0009394932,0.9343301,0.0006962421,0.0004083943,0.06257728,0.00007722674],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0361213,0.00002538012,0.9497535,0.00002747906,0.0001018908,0.0001456754,0.000005506883,0.0001060272,0.01371323],"genre_scores_gemma":[0.99786,0.00007770966,0.001865352,0.000001727141,0.00001841257,3.673194e-7,0.0000128648,0.000004365791,0.0001592631],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9617386,"threshold_uncertainty_score":0.2177176,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3097471624","doi":"","title":"3D-Bioprinted Aptamer-Functionalized Bio-inks for Spatiotemporally Controlled Growth Factor Delivery","year":2020,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"3D Printing in Biomedical Research","field":"Engineering","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":"National Institute of Environmental Health Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; Biotechnology Industry Research Assistance Council; NIHR Oxford Biomedical Research Centre; Biomedical Research Council; Agencia Estatal de Investigación; National Physical Laboratory; Japan Society for the Promotion of Science; National Medical Research Council; National Heart, Lung, and Blood Institute; Biotechnology and Biological Sciences Research Council; Medical Research Council; Horizon 2020 Framework Programme; National Institutes of Health; European Regional Development Fund; Dutch Arthritis Association; Advanced Materials and Bioengineering Research; Animal Free Research UK; RWTH Aachen University; Fundação Luso-Americana para o Desenvolvimento; Öterreichisches Exzellenzzentrum für Tribologie; Engineering and Physical Sciences Research Council; Leverhulme Trust; European Commission; Universitat Jaume I; Ministry of Science and Technology, Taiwan; University of Surrey; Amt der NÖ Landesregierung; Euskal Herriko Unibertsitatea; China Scholarship Council; Ministerio de Economía y Competitividad; Arthritis Society; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Fondation pour la Recherche Médicale; Particulate Fluids Processing Centre, University of Melbourne; Russian Foundation for Basic Research; Centro de Investigação em Materiais Cerâmicos e Compósitos; AO Foundation; National Institute for Health and Care Research; Commonwealth Scientific and Industrial Research Organisation; Newcastle University; Royal Academy of Engineering; Eusko Jaurlaritza; Dutch Arthritis Society; Inselspital, Universitätsspital Bern; Memorial Sloan-Kettering Cancer Center; Wellcome Trust; Canadian Institutes of Health Research; University of Southampton; Russian Science Foundation; Ministerio de Ciencia, Innovación y Universidades; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; Agence Nationale de la Recherche; Australian Government; Agency for Science, Technology and Research; Leids Universitair Medisch Centrum; Science Foundation Ireland; Australian National Fabrication Facility; Imperial College London; National Science Foundation; Cincinnati Children's Hospital Medical Center; Cleveland State University; Royal College of Surgeons of Edinburgh; Campus France; ZonMw; Fundação para a Ciência e a Tecnologia; Bill and Melinda Gates Foundation; Monash University","keywords":"Aptamer; Self-healing hydrogels; Growth factor; Vascular endothelial growth factor; Nanotechnology; Chemistry; Tissue engineering; Nanogel; Materials science; Bioconjugation; Biophysics; Drug delivery; Biomedical engineering; Biochemistry; Biology; Molecular biology; Polymer chemistry; VEGF receptors","authors":[{"name":"Deepti Rana","is_ca":false},{"name":"Vasileios D. Trikalitis","is_ca":false},{"name":"Vincent R. Rangel","is_ca":false},{"name":"Ajoy Kandar","is_ca":false},{"name":"N. Salehi Nik","is_ca":false},{"name":"Jeroen Rouwkema","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04862514930282179,"gpt":0.2694955077272919,"spread":0.2208703584244701,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007498217,0.0001095427,0.000246917,0.0004397277,0.0001655081,0.00004737243,0.0004106957,0.0001384315,0.000564196],"category_scores_gemma":[0.001384699,0.0001188631,0.0001581149,0.0004901296,0.0001911199,0.0007334035,0.0001582133,0.0003887962,0.0001826811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001877881,"about_ca_system_score_gemma":0.0001471349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001545677,"about_ca_topic_score_gemma":0.000005421636,"domain_scores_codex":[0.9982544,0.00008215501,0.0002910612,0.0001198882,0.0008893438,0.0003632125],"domain_scores_gemma":[0.997971,0.0004320451,0.00007763484,0.0001422611,0.001121,0.0002560766],"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":[0.03700427,0.0006159224,0.01734698,0.01464195,0.005064696,0.00003788127,0.02307048,0.01254477,0.06424104,0.0179662,0.3278818,0.479584],"study_design_scores_gemma":[0.01406114,0.0005273632,0.005511815,0.0001381933,0.0000308398,9.352844e-7,0.001698649,0.7108765,0.003671916,0.0001833384,0.2629481,0.0003512421],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4399595,0.0001639685,0.5246264,0.008229585,0.0004662724,0.004456317,0.000565553,0.0008513999,0.02068102],"genre_scores_gemma":[0.9940099,0.000216197,0.0051555,0.00006008913,0.00005807243,0.000004476788,0.0002122735,0.00001346293,0.000270078],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6983317,"threshold_uncertainty_score":0.617755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6929981635","doi":"10.5281/zenodo.10641550","title":"Data Archive from the MX3D Bridge in Amsterdam","year":2024,"lang":"en","type":"dataset","venue":"University of Twente Research Information","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Autodesk (Canada)","funders":"","keywords":"Bridge (graph theory); Directory; Metadata; Context (archaeology); Set (abstract data type); Data set","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.132682176394551,"gpt":0.3569021482208843,"spread":0.2242199718263333,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003405938,0.0002196462,0.00031243,0.0015417,0.0002393518,0.0002138687,0.004931815,0.0002172542,0.000424944],"category_scores_gemma":[0.0007796274,0.0002036486,0.0000881313,0.001117601,0.000598862,0.002846633,0.00622345,0.00218292,0.04394452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005339156,"about_ca_system_score_gemma":0.0006792726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04982351,"about_ca_topic_score_gemma":0.03260696,"domain_scores_codex":[0.9961531,0.0006987886,0.0004101616,0.0003500812,0.001862884,0.0005250105],"domain_scores_gemma":[0.9958835,0.0008569612,0.000300522,0.002525886,0.0003079475,0.0001252117],"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":[0.0002642112,0.00004587868,0.0000432914,0.0002719604,0.0001108755,0.00003663803,0.001169697,0.00002083553,0.000002849764,0.0000195431,0.9967722,0.001242],"study_design_scores_gemma":[0.0005828816,0.00004608099,0.002704863,0.0007018255,0.00005482138,0.000002252615,0.002593504,0.001986515,0.000001919793,0.0001592145,0.9910005,0.0001656246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004060981,0.00009482681,0.00003861628,0.0005571758,0.0001845662,0.0008038596,0.9966655,0.00003579922,0.001213579],"genre_scores_gemma":[0.0002063433,0.0008079031,0.00007240193,0.0000290763,0.00007801862,6.288255e-7,0.9987148,0.00001346913,0.00007733213],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04351958,"threshold_uncertainty_score":0.9850454,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6929971994","doi":"10.5281/zenodo.10680435","title":"EuropaBON EBV workflow templates","year":2023,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Forest Protection Limited (Canada)","funders":"European Commission","keywords":"Workflow; Data exchange; Process (computing); Raw data; Data integration; Bridge (graph theory); Biodiversity","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04648073676567474,"gpt":0.2817236288480987,"spread":0.235242892082424,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001377583,0.00005519422,0.00007335791,0.0002024843,0.0002211924,0.00001501806,0.0003220754,0.00004474542,0.001610186],"category_scores_gemma":[0.0001270849,0.00006109424,0.0000365546,0.0007161538,0.0003071894,0.0009964941,0.0005339717,0.0001638473,0.01248603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002064628,"about_ca_system_score_gemma":0.00001130278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003222209,"about_ca_topic_score_gemma":0.00001799601,"domain_scores_codex":[0.9985843,0.000121061,0.0001227794,0.00009482518,0.0007848755,0.0002921176],"domain_scores_gemma":[0.9995213,0.00008938881,0.00005436822,0.0002206393,0.00001755626,0.00009677315],"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":[0.0003077336,0.000218117,0.1239902,0.0001916848,0.00007127109,0.00006578195,0.01350319,0.04623042,0.01434952,0.000960469,0.3511367,0.4489749],"study_design_scores_gemma":[0.0004687493,0.0001122535,0.2102266,0.00003217868,0.000004892844,0.000002064535,0.002522635,0.01242745,0.001994332,0.0003506889,0.7717206,0.0001375811],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9332134,0.000004069367,0.0007866557,0.0007138601,0.00007412463,0.0002732322,0.00001346396,0.0000789877,0.06484223],"genre_scores_gemma":[0.9950265,0.0002544316,0.001227322,0.0000221268,0.000009340849,4.561993e-7,0.00004341329,0.000004778218,0.003411686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4488373,"threshold_uncertainty_score":0.9993025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7055129894","doi":"","title":"Can EMG-driven musculoskeletal models estimate individual muscle displacements?","year":2023,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Skeletal muscle; Electromyography; Noise (video); MEDLINE; Muscle fatigue","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03813793062378168,"gpt":0.3127416621306056,"spread":0.2746037315068239,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007670555,0.00008544418,0.0001111752,0.0006304473,0.0003342576,0.00006185601,0.0004376978,0.00003371098,0.01325254],"category_scores_gemma":[0.00002151727,0.00009679231,0.00007726954,0.0007074155,0.0001470592,0.0003837412,0.0006498153,0.0002408231,0.000372617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002782131,"about_ca_system_score_gemma":0.0001689217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003617613,"about_ca_topic_score_gemma":0.0001144184,"domain_scores_codex":[0.9981247,0.0001003551,0.0001736477,0.0001203015,0.001054356,0.0004266468],"domain_scores_gemma":[0.9991035,0.00008435136,0.00008294754,0.0002398592,0.0003441675,0.0001452025],"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":[0.0001414667,0.0002302189,0.01113076,0.0003502379,0.0002275873,0.000008337791,0.008816915,0.008130186,0.0008120155,0.02963476,0.1455978,0.7949197],"study_design_scores_gemma":[0.004589988,0.0005232129,0.07780287,0.0001594527,0.00005268048,3.665717e-7,0.05015448,0.6551341,0.0003243657,0.002455859,0.2083104,0.0004922863],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8288747,0.000002526652,0.003455112,0.002377749,0.00006659782,0.000817557,0.0004212337,0.00007230047,0.1639122],"genre_scores_gemma":[0.9948018,0.0000164462,0.0002798589,0.000004413348,0.00002014857,0.000002891355,0.0008014779,0.000004518392,0.00406842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7944275,"threshold_uncertainty_score":0.9876495,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7047678333","doi":"","title":"Higher Education Funding Systems: An overview covering five European jurisdictions and the Canadian province of Ontario","year":2009,"lang":"en","type":"report","venue":"University of Twente Research Information","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Higher education; Government (linguistics); European union; Work (physics); Agency (philosophy)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06738391895000205,"gpt":0.312854217966329,"spread":0.2454702990163269,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002292429,0.0001068719,0.0002126754,0.0006012659,0.0004813656,0.0001277556,0.0003485908,0.0000567926,0.004130029],"category_scores_gemma":[0.0000246179,0.0001005477,0.00006465804,0.0002155894,0.0002091215,0.0002990199,0.0001823234,0.0004959556,0.00001377796],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006733089,"about_ca_system_score_gemma":0.01228276,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9697496,"about_ca_topic_score_gemma":0.6223793,"domain_scores_codex":[0.9980487,0.0002943995,0.0002951552,0.0001236941,0.0009882599,0.0002497508],"domain_scores_gemma":[0.9977419,0.00006535693,0.0003313345,0.0003213421,0.001360663,0.0001794357],"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":[0.0003005591,0.0003028935,0.01071073,0.003093577,0.0004788516,0.000006608012,0.01612156,0.0003197735,0.00001493045,0.09736458,0.2050385,0.6662474],"study_design_scores_gemma":[0.0004525032,0.0000758725,0.02454232,0.0004349954,0.00003353658,8.331618e-7,0.002256453,0.0002752571,0.000001364215,0.00002930946,0.9718127,0.00008481007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006960196,0.000268935,0.00003910977,0.0004886938,0.00018022,0.001168532,0.00013012,0.000007274548,0.9907569],"genre_scores_gemma":[0.6755617,0.001070125,0.0001351379,0.00001691287,0.0002322551,0.000005465978,0.00128305,0.00001523107,0.3216801],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7667742,"threshold_uncertainty_score":0.9967803,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7135370260","doi":"10.14339/sto-tr-hfm-311","title":"Neuroenhancement in Military Personnel::Conceptual and Methodological Promises and Challenges","year":2023,"lang":"en","type":"report","venue":"University of Twente Research Information","topic":"","field":"","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":"Advanced Research Projects Agency; Defense Advanced Research Projects Agency; Ministère de la Défense Nationale; U.S. Department of Defense","keywords":"Cognition; Field (mathematics); Face (sociological concept); Neuromodulation; Military personnel","authors":[{"name":"Jan B. F. van Erp","is_ca":false},{"name":"Monique E. Beaudoin","is_ca":false},{"name":"Tad T. Brunyé","is_ca":false},{"name":"Kathryn A. Feltman","is_ca":false},{"name":"Hal S. Greenwald","is_ca":false},{"name":"Kristin J. Heaton","is_ca":false},{"name":"Richard A. McKinley","is_ca":false},{"name":"Oshin Vartanian","is_ca":false},{"name":"Annika Vergin","is_ca":false},{"name":"Annalise Whittaker","is_ca":false},{"name":"Brock Wester","is_ca":false},{"name":"Korine A. Ohiri","is_ca":false},{"name":"Leslie Hamilton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6239776819602451,"gpt":0.4415873819349421,"spread":0.1823903000253029,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007824067,0.0002163277,0.0005225647,0.001748081,0.0002168373,0.00002137685,0.0003123059,0.0002897829,0.00005750515],"category_scores_gemma":[0.002921599,0.0002335501,0.00007060506,0.0004450841,0.001081691,0.001169671,0.0009120079,0.0008812345,0.0001094984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005904088,"about_ca_system_score_gemma":0.0005566703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003279787,"about_ca_topic_score_gemma":0.0009571735,"domain_scores_codex":[0.9958616,0.001046106,0.0003887187,0.0003512161,0.001844801,0.0005074854],"domain_scores_gemma":[0.997585,0.0007810909,0.0002390845,0.0002738555,0.0009439599,0.0001770317],"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":[0.00812041,0.0009472768,0.00995504,0.03962722,0.001432525,0.0009343962,0.3756408,0.0004272843,0.001033305,0.004516101,0.1408169,0.4165488],"study_design_scores_gemma":[0.00359231,0.001616245,0.0957218,0.001958922,0.00009485896,0.00006644478,0.429717,0.002152976,0.00009087486,0.0002793712,0.4639807,0.0007284691],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9160593,0.0178062,0.0001012346,0.002887672,0.0004370376,0.004493328,0.001124421,0.0003220159,0.05676879],"genre_scores_gemma":[0.2572506,0.7362719,0.002438599,0.00001380133,0.0001261575,0.00001202643,0.0009518674,0.00007301846,0.002862032],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7184657,"threshold_uncertainty_score":0.9523897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2956642424","doi":"","title":"Live studies at REFSQ 2019","year":2019,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; University of Waterloo","funders":"","keywords":"Computer science","authors":[{"name":"Maya Daneva","is_ca":false},{"name":"Dan Berry","is_ca":true},{"name":"Nelly Condorí-Fernández","is_ca":false},{"name":"Fabiano Dalpiaz","is_ca":false},{"name":"Andrea Herrmann","is_ca":false},{"name":"Jennifer Horkoff","is_ca":false},{"name":"Nazim H. Madhavji","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07855685358484406,"gpt":0.3890420224114062,"spread":0.3104851688265621,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004829028,0.00003671232,0.0001100873,0.0001825451,0.00009528023,0.000004166424,0.0001081283,0.0000382909,0.0003945019],"category_scores_gemma":[0.0001233594,0.00003444402,0.00003933482,0.0001705634,0.0001566297,0.0002948534,0.0002071997,0.0001659937,0.0013376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001828864,"about_ca_system_score_gemma":0.00005961509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001281999,"about_ca_topic_score_gemma":0.00000310044,"domain_scores_codex":[0.9992747,0.00002525854,0.00009874378,0.00006074279,0.0004067459,0.0001338084],"domain_scores_gemma":[0.9990694,0.00007048836,0.00005665405,0.0002160291,0.0005077038,0.00007974859],"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":[0.0002999241,0.00008939529,0.01084629,0.0006193581,0.0001062724,0.00000441301,0.004304368,0.000004920667,0.003421758,0.004939981,0.9659039,0.00945941],"study_design_scores_gemma":[0.001087968,0.0003059404,0.006986249,0.0003056841,0.00002155701,0.000009475446,0.00722251,0.002154815,0.001834155,0.0001906485,0.9798092,0.00007177295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9382384,0.0001143783,0.000553421,0.0160162,0.00005317579,0.001002682,0.00002359889,0.0000993058,0.04389883],"genre_scores_gemma":[0.9513022,0.002390106,0.008087676,0.0002109496,0.00002649381,0.000001266602,0.0001810261,0.00000519071,0.03779505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01580525,"threshold_uncertainty_score":0.99944,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2584174002","doi":"10.1161/circ.132.suppl_3.15051","title":"True Public Access Defibrillator Coverage is Overestimated","year":2015,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","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":"Medicine; Evening; Medical emergency; Automated external defibrillator; Emergency medicine; Emergency medical services; Public access; Cardiopulmonary resuscitation; Resuscitation; Library science","authors":[{"name":"Christopher Sun","is_ca":false},{"name":"Derya Demirtas","is_ca":false},{"name":"Steven C. Brooks","is_ca":false},{"name":"Laurie J. Morrison","is_ca":false},{"name":"Timothy C. Y. Chan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1408304777942294,"gpt":0.3725771825316639,"spread":0.2317467047374345,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006376819,0.00005944342,0.0001470613,0.0004961604,0.0001261056,0.00006506946,0.0001302321,0.00007949649,0.00007109888],"category_scores_gemma":[0.0003510127,0.00006041161,0.00007401907,0.0005236513,0.0001282458,0.002091798,0.000166403,0.0001598372,0.0002068243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002456034,"about_ca_system_score_gemma":0.0004534296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003602256,"about_ca_topic_score_gemma":0.000009391431,"domain_scores_codex":[0.9987031,0.00006374517,0.0001355549,0.00007693598,0.0008078708,0.0002127818],"domain_scores_gemma":[0.9981837,0.00005228212,0.00008725921,0.0001946529,0.001223982,0.0002581661],"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":[0.003469205,0.0002023742,0.2656318,0.0009985308,0.0003834506,0.00003011862,0.01359159,0.0004410632,0.0006317513,0.005509805,0.6697643,0.03934599],"study_design_scores_gemma":[0.007360327,0.0003387178,0.206264,0.0002347923,0.00005785095,0.00001409614,0.007187221,0.009467395,0.001359028,0.0006365494,0.7668497,0.0002303743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8932778,0.0000347112,0.001729844,0.001997116,0.0002361908,0.0004302554,0.00004843105,0.00005223506,0.1021934],"genre_scores_gemma":[0.9991418,0.0001023226,0.0001927575,0.00005895409,0.00003434431,1.983726e-7,0.0001773597,0.000003515126,0.0002887701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.105864,"threshold_uncertainty_score":0.2658377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2744980692","doi":"","title":"Conferentieverslag AERA 2005, Montreal, Divisie B: Curriculum Studies","year":2005,"lang":"nl","type":"article","venue":"University of Twente Research Information","topic":"Comparative and International Law Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Curriculum; Sociology; Mathematics education; Psychology; Pedagogy","authors":[{"name":"Jan van den Akker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1058169077537735,"gpt":0.3925767866434801,"spread":0.2867598788897065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001467995,0.0001473151,0.0003071415,0.000432935,0.001381556,0.00009865822,0.0005591077,0.00009219193,0.001136008],"category_scores_gemma":[0.0003703428,0.0001576675,0.0001546067,0.0004449679,0.001190314,0.003229937,0.0005010936,0.0003400263,0.001652986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007036378,"about_ca_system_score_gemma":0.0002868276,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01082217,"about_ca_topic_score_gemma":0.01994178,"domain_scores_codex":[0.9971602,0.0003690227,0.0003256065,0.0001618767,0.001452546,0.0005307549],"domain_scores_gemma":[0.9965224,0.0002841341,0.0002767174,0.0001677617,0.002595183,0.0001537726],"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":[0.0001798632,0.0002893073,0.002124928,0.0001290814,0.0006330182,0.000002872966,0.06387513,0.0001999393,0.000008177095,0.06717418,0.8497441,0.01563939],"study_design_scores_gemma":[0.0006411003,0.0001389893,0.002745133,0.0001498672,0.00002745149,2.726668e-7,0.1529816,0.001885099,0.00003727191,0.0002373685,0.8410239,0.0001319253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3721941,0.005057964,0.0006634606,0.03524869,0.001086826,0.001472452,0.0003449416,0.00009808713,0.5838335],"genre_scores_gemma":[0.9516132,0.01837583,0.00009489646,0.00004057826,0.0001778782,7.711249e-7,0.0000456416,0.000003259206,0.02964792],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5794191,"threshold_uncertainty_score":0.9999185,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2784923323","doi":"","title":"Impacts of Arctic precipitation changes on the downwelling limb of the Atlantic Meridional Overturning Circulation","year":2018,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary 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":"Downwelling; Precipitation; Thermohaline circulation; Shutdown of thermohaline circulation; North Atlantic Deep Water; Geology; Climatology; Oceanography; Arctic; Climate model; Ocean current; Environmental science; Climate change; Upwelling; Geography; Meteorology","authors":[{"name":"Caroline A. Katsman","is_ca":false},{"name":"N. van der Sleen","is_ca":false},{"name":"Richard Bintanja","is_ca":false},{"name":"Frank Selten","is_ca":false},{"name":"Kathelijne Mariken Wijnberg","is_ca":false},{"name":"Suzanne J.M.H. Hulscher","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03035230662216,"gpt":0.2375674601218375,"spread":0.2072151534996775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008458308,0.00004330512,0.00006944001,0.0001374532,0.0002876017,0.000009977209,0.0002113045,0.0000333875,0.0002015016],"category_scores_gemma":[0.00030081,0.00002865092,0.0000420685,0.0002869066,0.000325577,0.0003130699,0.00002732244,0.0001301146,0.00001831249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001774279,"about_ca_system_score_gemma":0.00007306557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004135559,"about_ca_topic_score_gemma":0.001005029,"domain_scores_codex":[0.9990178,0.0001318984,0.0001222781,0.00004766757,0.0005487911,0.0001315052],"domain_scores_gemma":[0.9988516,0.0004139036,0.0002174325,0.0001252851,0.0003639719,0.00002779672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007782778,0.00004491567,0.9305968,0.0004690976,0.00010236,4.197666e-7,0.02306883,0.01102757,0.0008757897,0.004962576,0.0002805631,0.02779281],"study_design_scores_gemma":[0.0002159679,0.0003380228,0.8919789,0.0002475805,0.00001429535,0.000001868327,0.006111926,0.09938554,0.0005157896,0.000430614,0.0007102775,0.00004925946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964491,0.000005686254,0.0007834798,0.0008725274,0.00007383549,0.0001768543,0.00002080823,0.000003394397,0.001614355],"genre_scores_gemma":[0.9996998,0.00007224872,0.0001183487,0.00002592203,0.0000223327,2.968495e-8,0.0000429693,6.934923e-7,0.0000177094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08835796,"threshold_uncertainty_score":0.6251756,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2742243332","doi":"","title":"Erik Poutsma, een stille kracht","year":2017,"lang":"nl","type":"article","venue":"University of Twente Research Information","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nuclear Waste Management Organization","funders":"","keywords":"Philosophy","authors":[{"name":"Tom De Schryver","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.422025427509574,"gpt":0.5233446813851672,"spread":0.1013192538755932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005356282,0.0001509816,0.0003394041,0.0005162221,0.001329936,0.0001943188,0.0008365121,0.0002108471,0.002665234],"category_scores_gemma":[0.01269361,0.0001765448,0.0001645938,0.0001942068,0.0006983789,0.005253832,0.0008942504,0.0008633241,0.005295506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004393826,"about_ca_system_score_gemma":0.0008190571,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01015711,"about_ca_topic_score_gemma":0.0003440525,"domain_scores_codex":[0.9965615,0.0003160012,0.0007904342,0.0001994819,0.001600177,0.0005324485],"domain_scores_gemma":[0.9942856,0.0008236426,0.001194578,0.00111161,0.002245546,0.0003389918],"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":[0.006070953,0.0007379193,0.06819697,0.001967062,0.0007960272,0.0001011391,0.008750984,0.0001266206,0.000738044,0.00452317,0.5255965,0.3823946],"study_design_scores_gemma":[0.007664583,0.001026871,0.2029268,0.0006037805,0.0002742602,0.00001076699,0.03900743,0.01363993,0.000292825,0.0001676384,0.7341237,0.0002613426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5052674,0.0002625548,0.01013797,0.07451044,0.001903334,0.003969838,0.0008843057,0.0001141001,0.40295],"genre_scores_gemma":[0.9859036,0.001347204,0.001278881,0.0001369375,0.0002084019,4.214244e-7,0.000373539,0.0000103759,0.01074065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4806362,"threshold_uncertainty_score":0.9999702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7056699160","doi":"","title":"FFSPIN '22:Proceedings of the ACM SIGCOMM Workshop on Formal Foundations and Security of Programmable Network Infrastructures, Amsterdam, The Netherlands, August 22, 2022","year":2022,"lang":"en","type":"book","venue":"University of Twente Research Information","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Network security; Intelligent Network; Key (lock)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01675115839334466,"gpt":0.2587084097300533,"spread":0.2419572513367087,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001490373,0.0001646421,0.0002637631,0.0003019799,0.0007536772,0.00008056121,0.001567657,0.00009717926,0.02645528],"category_scores_gemma":[0.000099493,0.0001305492,0.0001517594,0.0005183846,0.0005374159,0.0002680208,0.00314669,0.001169326,0.000003578283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007798672,"about_ca_system_score_gemma":0.0005031885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001078997,"about_ca_topic_score_gemma":0.0001073312,"domain_scores_codex":[0.9976491,0.0001096741,0.0003751784,0.0001501987,0.001325225,0.0003906429],"domain_scores_gemma":[0.9977483,0.0003635,0.0005950667,0.0005740431,0.000641495,0.00007758624],"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":[0.0003811498,0.00008501329,0.002876699,0.000472126,0.0001968072,2.258041e-7,0.002366403,0.0001949263,0.00001587436,0.03990529,0.8483032,0.1052023],"study_design_scores_gemma":[0.0009161074,0.0002814443,0.003080762,0.0002565732,0.0000448916,4.804577e-7,0.008059261,0.00121512,0.00002639261,0.005481147,0.9805007,0.000137103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02733382,0.0000649354,0.0000850771,0.001444908,0.0001315464,0.002604768,0.0004321491,0.00001435799,0.9678884],"genre_scores_gemma":[0.2408216,0.0009651777,0.0009778467,0.00009623735,0.0005728269,0.00006005936,0.002898267,0.00006779327,0.7535402],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2143483,"threshold_uncertainty_score":0.9744347,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1558033137","doi":"","title":"Predicting sand wave dynamics on the Netherlands continental shelf","year":2007,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Soil Geostatistics and Mapping","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Bathymetry; Seabed; Hydrography; Geology; Continental shelf; Grid; Kalman filter; Submarine pipeline; Oceanography; Geodesy; Mathematics; Statistics","authors":[{"name":"Roderik Lindenbergh","is_ca":false},{"name":"Leendert Dorst","is_ca":false},{"name":"Hans Wüst","is_ca":true},{"name":"Peter Menting","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02391772360839119,"gpt":0.2466255825285011,"spread":0.2227078589201099,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001355439,0.00003865253,0.00004227148,0.00007025929,0.0002883046,0.00001944523,0.0001467193,0.00002993681,0.0002876541],"category_scores_gemma":[0.0001321063,0.00003271978,0.00002120313,0.0001724931,0.0001820855,0.0002898847,0.0001632591,0.0001623257,0.00009784169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001845705,"about_ca_system_score_gemma":0.000008662529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001192928,"about_ca_topic_score_gemma":0.0003646693,"domain_scores_codex":[0.9991898,0.00003290392,0.00009180044,0.00005152712,0.0004425865,0.0001914042],"domain_scores_gemma":[0.999533,0.0002150333,0.00006385933,0.0001028643,0.00003542854,0.00004979622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009902222,0.0002038618,0.6084745,0.0001038235,0.00009730557,0.00003511518,0.02554692,0.002924398,0.0009973128,0.02944966,0.06325788,0.267919],"study_design_scores_gemma":[0.001358857,0.0003832,0.5404499,0.00009894994,0.00001138853,0.000006270192,0.0390102,0.3471041,0.0008164883,0.0007674769,0.06979313,0.000200011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8145629,0.000001344815,0.008977163,0.0004387943,0.00004556569,0.0001730822,0.00002266444,0.00001169327,0.1757668],"genre_scores_gemma":[0.999244,0.00001437659,0.0002425246,0.00003131958,0.00000870838,7.40672e-8,0.00002990173,0.000001487239,0.0004276019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3441797,"threshold_uncertainty_score":0.3149611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2574763990","doi":"10.1161/circ.132.suppl_3.16492","title":"Spatiotemporal AED Location Optimization","year":2015,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Traffic and Road Safety","field":"Engineering","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":"Medicine; McNemar's test; Statistics","authors":[{"name":"Timothy C. Y. Chan","is_ca":false},{"name":"Christopher Sun","is_ca":false},{"name":"Derya Demirtas","is_ca":false},{"name":"Laurie J. Morrison","is_ca":false},{"name":"Steven C. Brooks","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04786265301497235,"gpt":0.243291851397118,"spread":0.1954291983821457,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004162601,0.00003888215,0.00005369705,0.0002340464,0.00006445227,0.0000124064,0.0001101701,0.00005265806,0.00002621159],"category_scores_gemma":[0.00004428501,0.00004569517,0.00001575424,0.0003278452,0.0000492375,0.001109822,0.00002998094,0.0001030965,0.00009627616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001538649,"about_ca_system_score_gemma":0.00007291271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001161087,"about_ca_topic_score_gemma":0.00001393825,"domain_scores_codex":[0.999406,0.00003091168,0.00009741283,0.00003303447,0.000316771,0.0001159168],"domain_scores_gemma":[0.9993141,0.00001376432,0.00002767463,0.0000959323,0.0004715801,0.00007698761],"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":[0.00003232692,0.000007944926,0.0002807592,0.0000506214,0.000008495297,3.274867e-7,0.001860183,0.9780931,0.000004127037,0.0004192104,0.0106629,0.008579985],"study_design_scores_gemma":[0.0006115213,0.00004335395,0.002139397,0.00002461375,0.000003129778,7.624974e-7,0.003451379,0.9615344,0.0001077916,0.00002340333,0.03199696,0.00006331828],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05712728,0.00005996818,0.8847492,0.0003279958,0.0002427917,0.0003529311,0.00001616999,0.0002832787,0.05684041],"genre_scores_gemma":[0.9955826,0.00006527833,0.004069455,0.000002600579,0.00001303704,1.339024e-7,0.0001338715,0.000002932446,0.0001300366],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9384553,"threshold_uncertainty_score":0.1863395,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2902694990","doi":"","title":"Peperduur stadion kan Feyenoord de das omdoen","year":2017,"lang":"nl","type":"article","venue":"University of Twente Research Information","topic":"Sports Analytics and Performance","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nuclear Waste Management Organization","funders":"","keywords":"Philosophy","authors":[{"name":"Tsjalle van der Burg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09269410841023196,"gpt":0.3170429439992858,"spread":0.2243488355890539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002703777,0.0001325948,0.0003319248,0.0007439471,0.001469664,0.0004071534,0.001059843,0.0001868628,0.001453011],"category_scores_gemma":[0.0002626249,0.0001817835,0.0001569553,0.0001759159,0.0003869979,0.003243185,0.0004479308,0.0004598764,0.001600827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005004235,"about_ca_system_score_gemma":0.0002065289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009213437,"about_ca_topic_score_gemma":0.0003646499,"domain_scores_codex":[0.9985444,0.00002708053,0.0004362634,0.0001960775,0.0002368011,0.0005594094],"domain_scores_gemma":[0.997625,0.00003066057,0.0008674589,0.000861085,0.0004053503,0.0002104622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004266859,0.0002505971,0.7940461,0.0009301303,0.0003272582,0.00002734119,0.01125569,0.001133736,0.00001502297,0.09756571,0.06685048,0.02717125],"study_design_scores_gemma":[0.0009889895,0.0001819107,0.3302568,0.0001260596,0.00001263989,0.000002174049,0.002059959,0.08599997,0.00003047996,0.0009109278,0.5792121,0.000218044],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7683401,0.0004043521,0.004541443,0.003625543,0.0006042139,0.000513063,0.0008113671,0.00002180506,0.2211381],"genre_scores_gemma":[0.9809887,0.005589884,0.0002289457,0.00002870475,0.00007937673,2.55584e-7,0.00009553908,0.000007887004,0.01298065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5123616,"threshold_uncertainty_score":0.9998303,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2748073235","doi":"","title":"Respecting hierarchically structured taxonomies in supervised image classification : a geological case study from the western Canadian shield : ISPRS Commission IV, WG IV - 1","year":2002,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Commission; Shield; Artificial intelligence; Geology; Cartography; Geography; Remote sensing; Computer science; Political science; Law; Paleontology","authors":[{"name":"E M Schetselaar","is_ca":false},{"name":"Chang–Jo F. Chung","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0831689075295033,"gpt":0.27246149301485,"spread":0.1892925854853467,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001070589,0.00008771813,0.000121756,0.0002600735,0.0005833307,0.0001377219,0.0009157204,0.00009650511,0.0001346247],"category_scores_gemma":[0.0005054156,0.00007556467,0.00003520968,0.0004842975,0.0001597295,0.001081109,0.000403887,0.0005331517,0.00002254719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001821199,"about_ca_system_score_gemma":0.0001047347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1288494,"about_ca_topic_score_gemma":0.07174659,"domain_scores_codex":[0.9985338,0.0003907912,0.0002257607,0.0001843189,0.0003517351,0.0003135264],"domain_scores_gemma":[0.998674,0.0003870829,0.0001011101,0.0004459073,0.0002484809,0.0001433689],"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":[0.0003687505,0.0005516761,0.5722942,0.000146543,0.0001237116,0.002316797,0.2727883,0.001764327,0.001372796,0.002937133,0.01830335,0.1270324],"study_design_scores_gemma":[0.002464882,0.0003437425,0.3259234,0.0001034494,0.00001003945,0.0001144899,0.1282404,0.5001613,0.0001199991,0.0008429267,0.04134703,0.0003283861],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739053,0.000009867876,0.003134561,0.01317131,0.00003588896,0.0004856084,0.00001324031,0.00003246636,0.009211776],"genre_scores_gemma":[0.998334,0.00001089955,0.001329717,0.0000497586,0.00001291587,0.000001176629,0.00001416904,8.089959e-7,0.0002465612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.498397,"threshold_uncertainty_score":0.9451916,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1489311713","doi":"","title":"Multidisciplinaire richtlijn \"Verantwoord gebruik van biologicals\"","year":2011,"lang":"nl","type":"article","venue":"University of Twente Research Information","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Guideline; Psoriatic arthritis; Psoriasis; Ulcerative colitis; Rheumatoid arthritis; Ankylosing spondylitis; Uveitis; Dermatology; Juvenile rheumatoid arthritis; Inflammatory bowel disease; Immunology; Immune system; Arthritis; Disease; Internal medicine; Pathology","authors":[{"name":"J.W.J. Bijlsma","is_ca":false},{"name":"J W Annemarie Hagemeijer","is_ca":false},{"name":"Marc Bijl","is_ca":false},{"name":"T.L. Jansen","is_ca":false},{"name":"M.A.F.J. van de Laar","is_ca":false},{"name":"Robert Landewé","is_ca":true},{"name":"Michael T. Nurmohamed","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2460807037625911,"gpt":0.3937413234265455,"spread":0.1476606196639544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002054816,0.0001724992,0.0003531298,0.0003662597,0.0007443061,0.00002601835,0.0004395087,0.0002130877,0.005300107],"category_scores_gemma":[0.0006825697,0.0001564617,0.0001620424,0.0006059969,0.0007758093,0.001667047,0.0007578445,0.0008579899,0.004693481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002338689,"about_ca_system_score_gemma":0.0001642394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00165445,"about_ca_topic_score_gemma":0.00003889162,"domain_scores_codex":[0.9976026,0.0003814399,0.0003637309,0.0001935596,0.0008057205,0.0006528823],"domain_scores_gemma":[0.9977412,0.0004014958,0.000291991,0.0003070481,0.0008855546,0.0003727335],"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":[0.0328828,0.004750435,0.1540904,0.006565676,0.003679353,0.0005097018,0.1065188,0.0000527276,0.001665397,0.01679673,0.2028279,0.4696601],"study_design_scores_gemma":[0.004901352,0.001975271,0.1212509,0.0004922532,0.0002887762,0.00001201998,0.05020822,0.005227629,0.0008002542,0.000509363,0.8139844,0.0003496052],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3723569,0.002166423,0.001720717,0.005063608,0.0006184451,0.00181914,0.0002119937,0.0001074717,0.6159353],"genre_scores_gemma":[0.9836642,0.01241202,0.000653918,0.00008676355,0.00007182737,5.626488e-7,0.00005790756,0.00000579304,0.00304704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6128883,"threshold_uncertainty_score":0.9960815,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}