{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":51,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":51,"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":"55dac47c5417","filters":{"venue":"Linköping electronic conference proceedings"}},"results":[{"id":"W1969940132","doi":"10.3384/ecp11057842","title":"Using Electric Water Heaters (EWHs) for Power Balancing and Frequency Control in PV-Diesel Hybrid Mini-Grids","year":2011,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":29,"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":"Automotive engineering; Diesel fuel; Renewable energy; Diesel generator; Electric power system; Automatic frequency control; Computer science; Engineering; Power (physics); Electrical engineering","authors":[{"name":"Khalid Elamari","is_ca":true},{"name":"Luiz A. C. Lopes","is_ca":true},{"name":"Reinaldo Tonkoski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01300155257782604,"gpt":0.1956768538661018,"spread":0.1826753012882758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003382947,0.0003235764,0.0003962317,0.0002825906,0.0001074873,0.0001108091,0.0001856316,0.0001319965,0.0000437094],"category_scores_gemma":[0.00003246303,0.0002956895,0.00006519175,0.0001812357,0.0000324254,0.0003955995,0.00002417154,0.0003589297,0.000003359037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002333665,"about_ca_system_score_gemma":0.00008318225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007051753,"about_ca_topic_score_gemma":0.0000213176,"domain_scores_codex":[0.9979329,0.000008347109,0.0004191566,0.0004108312,0.0001160765,0.001112762],"domain_scores_gemma":[0.9995615,0.00002563667,0.00005732863,0.00009347003,0.0001694721,0.00009259822],"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":[0.0002731229,0.0000741758,0.01441129,0.000517396,0.0002572784,0.000007666828,0.007277616,0.001002736,0.9629172,0.004500253,0.0001102693,0.008651004],"study_design_scores_gemma":[0.002660078,0.0003281505,0.0008901671,0.0001946573,0.00009301002,0.00006084989,0.0001604447,0.9392845,0.05041879,0.004847668,0.0003077299,0.0007539348],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9357802,0.001933637,0.05992302,0.0001022959,0.0001730673,0.0008210852,0.000005521953,0.0003114718,0.000949718],"genre_scores_gemma":[0.9973575,0.0002831577,0.001966246,0.0001171742,0.00007595544,0.0001142293,0.000007075535,0.00005912474,0.00001957581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9382818,"threshold_uncertainty_score":0.9999495,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042946267","doi":"10.3384/ecp110573757","title":"Design of a Latent Heat Energy Storage System Coupled with a Domestic Hot Water Solar Thermal System","year":2011,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Phase Change Materials Research","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University","keywords":"Measure (data warehouse); Artificial neural network; Latent heat; Work (physics); Thermal energy storage; Thermal; Wind power; Solar energy; Computer science; Wind speed; Meteorology; Environmental science; Engineering; Artificial intelligence; Data mining; Thermodynamics; Mechanical engineering; Electrical engineering; Physics","authors":[{"name":"Robynne E. Murray","is_ca":true},{"name":"Louis Desgrosseilliers","is_ca":true},{"name":"J.E. Stewart","is_ca":true},{"name":"Nick Osbourne","is_ca":true},{"name":"Gina Marin","is_ca":true},{"name":"Alex Safatli","is_ca":true},{"name":"Dominic Groulx","is_ca":true},{"name":"Mary Anne White","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03282957918185356,"gpt":0.2141762911552014,"spread":0.1813467119733478,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005295615,0.0003650738,0.0005465506,0.0002325976,0.00008917393,0.00009972593,0.0004332772,0.0001631826,0.00006483684],"category_scores_gemma":[0.000008203621,0.0002674586,0.00004968597,0.0002202668,0.00007398958,0.0002305948,0.00007840182,0.0003036401,0.00001953358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005287057,"about_ca_system_score_gemma":0.0001720095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000175793,"about_ca_topic_score_gemma":0.000007264187,"domain_scores_codex":[0.9976606,0.0000320615,0.0004106358,0.0003758798,0.0003916326,0.00112917],"domain_scores_gemma":[0.999229,0.00002656507,0.00006357647,0.0002049923,0.0003300609,0.0001457824],"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":[0.0004343423,0.00004178563,0.00004639431,0.002971333,0.0002268957,0.00004071128,0.004359701,0.00129636,0.9863856,0.004036819,0.000007277014,0.0001528239],"study_design_scores_gemma":[0.0008446574,0.000611496,0.00003792876,0.001152028,0.00007367032,0.0001585515,0.0004417186,0.5381706,0.4580502,0.00003560711,0.00001581806,0.0004077489],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8974304,0.0003614648,0.09996745,0.000008962293,0.0001168188,0.0005695254,0.000004011614,0.0007848384,0.0007565986],"genre_scores_gemma":[0.9990935,0.00006070568,0.0003391693,0.00000500534,0.00007883203,0.0002819063,0.000006909378,0.00009555341,0.00003845518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5368742,"threshold_uncertainty_score":0.9999778,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2324018909","doi":"10.3384/ecp110573821","title":"Economic Implications of Thermal Energy Storage for Concentrated Solar Thermal Power","year":2011,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Solar Thermal and Photovoltaic Systems","field":"Energy","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Thermal energy storage; Thermal; Solar energy; Energy storage; Environmental science; Power (physics); Thermal energy; Nuclear engineering; Engineering physics; Materials science; Electrical engineering; Engineering; Thermodynamics; Physics","authors":[{"name":"Sharon J. Wagner","is_ca":false},{"name":"Edward S. Rubin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02465382211797944,"gpt":0.2289178271198766,"spread":0.2042640050018971,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002722581,0.0002829712,0.0003903706,0.00008711802,0.0001495023,0.00004747172,0.0005144104,0.0001870685,0.0006296693],"category_scores_gemma":[0.00002944719,0.0002684917,0.0001635899,0.000133148,0.0001067056,0.0002421133,0.00005261529,0.0002094802,0.00002125872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001605226,"about_ca_system_score_gemma":0.0003802884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001509463,"about_ca_topic_score_gemma":0.0001918767,"domain_scores_codex":[0.9981572,0.00002113443,0.0005087485,0.0004368853,0.0001068959,0.0007691191],"domain_scores_gemma":[0.9988634,0.00005682996,0.0004577562,0.0002175329,0.00029261,0.0001118475],"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":[0.000178872,0.00007860897,0.003426345,0.00004938667,0.0002001551,2.96067e-7,0.003627881,0.00002194031,0.590427,0.3951924,0.00008098298,0.006716094],"study_design_scores_gemma":[0.003111827,0.00159082,0.03264313,0.0002576361,0.0002293201,0.00004110097,0.001552991,0.01048344,0.8679267,0.02929322,0.05126512,0.001604749],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626073,0.0002618686,0.002405409,0.0000807085,0.0001971364,0.0003809332,0.00002361234,0.000185229,0.03385783],"genre_scores_gemma":[0.9987892,0.00003223319,0.0001165677,0.000117571,0.0001482289,0.0002356351,0.00002264636,0.00005647054,0.0004814703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3658991,"threshold_uncertainty_score":0.9999768,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006211099","doi":"10.3384/ecp110571394","title":"Performance Evaluation of Cross-Flow Turbine for Low Head Application","year":2011,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Computer science; Head (geology); Turbine; Flow (mathematics); Aerospace engineering; Engineering; Geology; Mechanics; Physics","authors":[{"name":"Bryan Ho-Yan","is_ca":true},{"name":"William David Lubitz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03852488349307165,"gpt":0.2835089774074679,"spread":0.2449840939143963,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000722622,0.0001703756,0.0001922154,0.0001210429,0.00006468804,0.00003703947,0.0002232459,0.0000990646,0.00006601926],"category_scores_gemma":[0.00007945518,0.0001912546,0.00005147568,0.000245769,0.00005342718,0.0003977391,0.0000186982,0.0001781583,0.0000104143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002530743,"about_ca_system_score_gemma":0.0001726523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005957782,"about_ca_topic_score_gemma":0.000004683113,"domain_scores_codex":[0.9986762,0.000003941303,0.0003723109,0.000251741,0.0002893775,0.0004063834],"domain_scores_gemma":[0.9985877,0.00002260967,0.0001268985,0.0001300778,0.001085355,0.00004740522],"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":[0.0003694439,0.0002955885,0.02118146,0.003532845,0.0003342104,7.796596e-8,0.01894314,0.0249061,0.2423306,0.07165971,0.0003502809,0.6160966],"study_design_scores_gemma":[0.0007460068,0.0001539371,0.008659887,0.00008474998,0.00004939308,0.000001987341,0.00004944374,0.9373473,0.04533295,0.007015245,0.000336559,0.0002225389],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762777,0.0001647144,0.01566105,0.0000202467,0.0001112849,0.0009082765,0.000005722829,0.0002453044,0.006605684],"genre_scores_gemma":[0.996926,0.00005532786,0.002145939,0.00001361959,0.00007849764,0.0006622212,0.00002617082,0.00003713972,0.00005505212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9124412,"threshold_uncertainty_score":0.7799137,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056431247","doi":"10.3384/ecp110572787","title":"Improvement of Solar Cells Efficiency and Radiation Stability by Deposition of Diamond-Like Carbon Films","year":2011,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Electrohydrodynamics and Fluid Dynamics","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Base load power plant; Environmental science; Renewable energy; Automotive engineering; Photovoltaic system; Voltage droop; Electrical engineering; Computer science; Distributed generation; Engineering; Voltage; Voltage regulator","authors":[{"name":"N.I. Klyui","is_ca":false},{"name":"A. N. Lukyanov","is_ca":false},{"name":"A. V. Makarov","is_ca":false},{"name":"V.B. Lozinskii","is_ca":false},{"name":"G. S. Khrypunov","is_ca":false},{"name":"Andriy N. Klyui","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005091449714290051,"gpt":0.1702163565225643,"spread":0.1651249068082742,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002212343,0.0001809582,0.0002495984,0.00009943942,0.00003372768,0.00001708995,0.0001438427,0.0001219442,0.000008612231],"category_scores_gemma":[0.00001056382,0.0001969749,0.00004163268,0.0002103434,0.00006225672,0.0001224832,0.00003138268,0.0002408079,1.975753e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001066105,"about_ca_system_score_gemma":0.0000628299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000174478,"about_ca_topic_score_gemma":0.00002487933,"domain_scores_codex":[0.9988008,0.000004374157,0.0003826316,0.0002470858,0.0001608321,0.0004042843],"domain_scores_gemma":[0.9995549,0.00001588921,0.0001323346,0.0001045531,0.0001366229,0.0000556985],"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":[0.00001611331,0.0000549026,0.001295531,0.000280888,0.00003099449,7.407747e-8,0.001347148,0.00003301119,0.9919816,0.001254702,0.00000539847,0.003699628],"study_design_scores_gemma":[0.0001818861,0.0003560575,0.0002427282,0.00003178189,0.00002711537,8.931354e-7,0.0000718853,0.4751585,0.5232946,0.0004911563,0.00000440401,0.0001390047],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986682,0.0005951997,0.01139515,0.000006209406,0.00006333726,0.0002805031,0.00001021442,0.00008000231,0.0008873662],"genre_scores_gemma":[0.9985566,0.001087756,0.0002786747,0.000005474839,0.000008571119,0.00002093156,0.00001227971,0.00002333555,0.000006365728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4751255,"threshold_uncertainty_score":0.8032402,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2284431200","doi":"10.3384/ecp15118469","title":"Developing Mathematical Models of Batteries in Modelica for Energy Storage Applications","year":2015,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Maple Leaf Foods","funders":"","keywords":"Modelica; Battery (electricity); Computer science; Component (thermodynamics); Energy storage; Fidelity; Mathematical model; High fidelity; Reliability engineering; Systems engineering; Control engineering; Electrical engineering; Simulation; Engineering; Telecommunications","authors":[{"name":"Thanh-Son Dao","is_ca":true},{"name":"Chad Schmitke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05729187201737359,"gpt":0.2905063224316298,"spread":0.2332144504142562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002051978,0.0001725285,0.0002876149,0.0002345833,0.00003165936,0.00003510073,0.0004139863,0.0001368782,0.000003889644],"category_scores_gemma":[0.00007486591,0.0001838522,0.0000327527,0.0003763535,0.00007750044,0.0002558053,0.0001006138,0.000263184,0.000002020042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003994395,"about_ca_system_score_gemma":0.0002181488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004870276,"about_ca_topic_score_gemma":0.00001072759,"domain_scores_codex":[0.9986119,0.000002982644,0.00034915,0.0002501737,0.0001881792,0.000597625],"domain_scores_gemma":[0.999402,0.00005586773,0.00005242172,0.0001433109,0.0002904363,0.00005594456],"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":[0.00002103416,0.0000196717,0.00003291962,0.000399856,0.00002228905,2.350619e-7,0.000605756,0.01422413,0.00678107,0.9605783,0.00006559852,0.01724912],"study_design_scores_gemma":[0.0001994437,0.00004249386,0.000001996093,0.00007215622,0.000003119863,0.000003124494,0.0003199343,0.5325767,0.01026312,0.455423,0.0009467732,0.0001481941],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03519234,0.0002382072,0.9619695,0.0003516717,0.00001212665,0.0003779792,0.000004051067,0.0003546221,0.001499511],"genre_scores_gemma":[0.972406,0.0001581554,0.02627965,0.00002079489,0.00002101284,0.001030813,0.000006259774,0.00003765254,0.0000397158],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9372136,"threshold_uncertainty_score":0.7497275,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2912119416","doi":"10.3384/ecp19157543","title":"Modeling of Low Temperature Thermal Networks Using Historical Building Data from District Energy Systems","year":2019,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Centres of Excellence","keywords":"Microgrid; Environmental science; Thermal; Period (music); Energy (signal processing); Water heating; Computer science; Civil engineering; Architectural engineering; Meteorology; Engineering; Electrical engineering; Renewable energy; Waste management; Geography","authors":[{"name":"Ryan Rogers","is_ca":true},{"name":"Vickram Lakhian","is_ca":true},{"name":"Marilyn Lightstone","is_ca":true},{"name":"James S. Cotton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0148429545038409,"gpt":0.1992481085818585,"spread":0.1844051540780176,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001714044,0.0002748732,0.0003955846,0.0001100481,0.00008032651,0.0001261998,0.0006650158,0.0002924407,0.00001981692],"category_scores_gemma":[0.00001556468,0.0002835372,0.00005419507,0.0003540102,0.00001341547,0.0004897033,0.0001472737,0.0004995904,5.208985e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004456345,"about_ca_system_score_gemma":0.0001229463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000389436,"about_ca_topic_score_gemma":0.000009198547,"domain_scores_codex":[0.9983288,0.00001012686,0.0004220054,0.0004550529,0.0002402499,0.0005437619],"domain_scores_gemma":[0.9993094,0.00003083573,0.000107719,0.0003396511,0.00014327,0.00006909051],"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":[0.00001598861,0.0000131177,0.0003233637,0.00008489385,0.0000696034,3.659623e-7,0.00005684868,0.963325,0.03148693,0.004170368,0.00004070557,0.000412788],"study_design_scores_gemma":[0.0002192143,0.00002752347,0.000008023077,0.0003718904,0.0000402769,0.000004554737,0.00003725113,0.9974881,0.00118593,0.0001349649,0.0001692779,0.0003129605],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7463335,0.002685101,0.2498428,0.0000114071,0.0005249926,0.000103876,0.00000692101,0.0002657474,0.000225626],"genre_scores_gemma":[0.9982319,0.0003230255,0.0009023752,0.00001233042,0.0003093004,0.000009506518,0.0000952011,0.0000612677,0.00005504392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2518984,"threshold_uncertainty_score":0.9999617,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2028335661","doi":"10.3384/ecp110571329","title":"Economic Performance of Ground Source Heat Pump: Does It Pay Off?","year":2011,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Heat pump; Computer science; Environmental science; Mechanical engineering; Engineering; Heat exchanger","authors":[{"name":"Laura Gabrielli","is_ca":false},{"name":"Michele Bottarelli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01554319224880938,"gpt":0.2105289548507478,"spread":0.1949857626019384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002346773,0.0002477764,0.0003341662,0.00009888985,0.0001470359,0.00005229399,0.0004538611,0.0001469334,0.0006193811],"category_scores_gemma":[0.00001325766,0.0001814252,0.00008409105,0.0001660858,0.0001066417,0.0002870933,0.0000729924,0.0002964399,0.0001046953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001330756,"about_ca_system_score_gemma":0.0002365172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0063256,"about_ca_topic_score_gemma":0.0008654005,"domain_scores_codex":[0.9983255,0.000008644593,0.0004784575,0.0004219328,0.0001378439,0.0006276426],"domain_scores_gemma":[0.9992808,0.00002028275,0.0002063879,0.0002192952,0.0001817838,0.00009149989],"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":[0.0001663339,0.0002087702,0.02053971,0.000447763,0.000276867,5.237144e-7,0.01167246,0.001343434,0.0496347,0.8731823,0.0001213449,0.04240577],"study_design_scores_gemma":[0.002496588,0.001517591,0.02685519,0.00101793,0.0002496184,0.0001060869,0.005087105,0.2280918,0.2395262,0.0186176,0.4738453,0.002588938],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677712,0.00007876399,0.0001610305,0.0003050426,0.00008924936,0.0001720284,0.000001948165,0.0001424296,0.03127833],"genre_scores_gemma":[0.9945567,0.0002558801,0.00010869,0.00009267584,0.0001674063,0.0001211169,0.0000057136,0.00004085476,0.00465102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8545647,"threshold_uncertainty_score":0.9562457,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2328706904","doi":"10.3384/ecp110571837","title":"Analysing the Energy Performance of Secondary Schools in N. Greece","year":2011,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Base load power plant; Renewable energy; Automotive engineering; Photovoltaic system; Environmental science; Voltage droop; Wind power; Electricity; Computer science; Electrical engineering; Engineering; Distributed generation; Voltage","authors":[{"name":"F. Vági","is_ca":false},{"name":"A. Dimoudi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01229811454804204,"gpt":0.1773589357970495,"spread":0.1650608212490075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003253662,0.0002003979,0.0002406022,0.0002332271,0.00005583897,0.00003698471,0.0004710117,0.00007745844,0.00008800905],"category_scores_gemma":[0.0000177614,0.0001749102,0.0000548484,0.0006069517,0.00004990258,0.0003224033,0.00008457031,0.0005460139,0.000005972096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001511375,"about_ca_system_score_gemma":0.0001013552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001510815,"about_ca_topic_score_gemma":0.0001128481,"domain_scores_codex":[0.998641,0.000007470806,0.0003653302,0.0002338797,0.0001852814,0.0005670837],"domain_scores_gemma":[0.9995927,0.00001505867,0.00008325151,0.0001758997,0.00009190263,0.00004123621],"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":[0.0002781207,0.0002551304,0.1310153,0.001907022,0.001227198,0.0000126773,0.01531854,0.02275543,0.09037298,0.469755,0.001850459,0.2652522],"study_design_scores_gemma":[0.0008440991,0.000306234,0.03992708,0.0005545472,0.0001022649,0.00001900517,0.001195332,0.8146682,0.1296321,0.005133543,0.006755097,0.0008624262],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731597,0.0004435084,0.001577592,0.00005930727,0.0001082311,0.00009639512,4.236091e-7,0.0001709041,0.02438392],"genre_scores_gemma":[0.9988744,0.0005919756,0.00023372,0.0000499041,0.0000590637,0.00004754157,0.000002015811,0.00002958326,0.000111848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7919128,"threshold_uncertainty_score":0.7132629,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2900928341","doi":"10.3384/ecp18153162","title":"Web Enabled High Fidelity Drilling Computer Model with User-Friendly Interface for Education, Research and Innovation","year":2018,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":6,"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":"Norges Forskningsråd; Universitetet i Bergen; Universitetet i Stavanger; Norges Teknisk-Naturvitenskapelige Universitet; ConocoPhillips","keywords":"Computer science; Web application; Fidelity; User interface; Interface (matter); World Wide Web; Human–computer interaction; User Friendly; Drilling; Multimedia; Operating system; Engineering","authors":[{"name":"Robert H. Ewald","is_ca":false},{"name":"Jan Einar Gravdal","is_ca":false},{"name":"Dan Sui","is_ca":false},{"name":"Roman Shor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03478516795400546,"gpt":0.3297194806355186,"spread":0.2949343126815132,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000929828,0.0001939174,0.0002090339,0.0004128847,0.0002083208,0.0002451153,0.0002029507,0.0001248664,0.00000803177],"category_scores_gemma":[0.0001132634,0.0001864405,0.00001517485,0.0008934793,0.0000884245,0.0003553043,0.00004676351,0.0004413483,0.000002380194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001697028,"about_ca_system_score_gemma":0.000352391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008654935,"about_ca_topic_score_gemma":0.00000803708,"domain_scores_codex":[0.9985189,0.000009435654,0.0003123238,0.0003632983,0.0002154581,0.000580518],"domain_scores_gemma":[0.9976594,0.00009455831,0.0000514344,0.000138717,0.001989472,0.00006643541],"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":[0.0002749345,0.00009199494,0.00106801,0.001349323,0.00017159,1.555399e-7,0.003744344,0.4712727,0.06343723,0.4343794,0.004433794,0.01977646],"study_design_scores_gemma":[0.0004541702,0.0003502365,0.00007034758,0.0001827471,0.000008299783,0.000003260331,0.000105367,0.9759318,0.008134977,0.009801721,0.004733626,0.0002234221],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5025271,0.0000524241,0.4964982,0.0001331301,0.00006642063,0.0002507706,0.000001272202,0.00018793,0.0002827708],"genre_scores_gemma":[0.8856646,0.00004298102,0.1134031,0.00002172992,0.0002871976,0.00007960989,0.000009341366,0.00004215115,0.0004491825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5046591,"threshold_uncertainty_score":0.7602823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964488353","doi":"10.3384/ecp11057644","title":"Impact of Climate Change on Wheat Production for Ethanol in Southern Saskatchewan, Canada","year":2011,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Guelph; Agriculture and Agri-Food Canada","funders":"","keywords":"Greenhouse gas; Electricity; Climate change; Payback period; Environmental science; Equity (law); Electricity generation; Production (economics); Natural resource economics; Environmental economics; Agricultural economics; Business; Economics; Engineering; Oceanography","authors":[{"name":"Hong Wang","is_ca":true},{"name":"Yong He","is_ca":true},{"name":"Budong Qian","is_ca":true},{"name":"B.G. McConkey","is_ca":true},{"name":"H. Cutforth","is_ca":true},{"name":"T. N. McCaig","is_ca":true},{"name":"Grant McLeod","is_ca":true},{"name":"R.P. Zentner","is_ca":true},{"name":"Con A. Campbell","is_ca":true},{"name":"R. M. DePauw","is_ca":true},{"name":"Reynald Lemke","is_ca":true},{"name":"Kelsey Brandt","is_ca":true},{"name":"Tingting Liu","is_ca":true},{"name":"Xiaobo Qin","is_ca":true},{"name":"Gerrit Hoogenboom","is_ca":false},{"name":"Jeffrey W. White","is_ca":false},{"name":"Tony Hunt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1109660824001982,"gpt":0.2603908147021368,"spread":0.1494247323019385,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004335806,0.0002203684,0.0004611005,0.0002487943,0.0000625743,0.00002657665,0.0002232527,0.0001302363,0.0001249214],"category_scores_gemma":[0.00007655355,0.0002494623,0.0001150379,0.0001942531,0.0000335177,0.0002120749,0.00003852704,0.0002438372,0.00001955863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006752005,"about_ca_system_score_gemma":0.0002285129,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2326131,"about_ca_topic_score_gemma":0.3433582,"domain_scores_codex":[0.9981254,0.000002865516,0.0005693095,0.0004790868,0.00003131155,0.0007919674],"domain_scores_gemma":[0.9992537,0.00002124963,0.0004311617,0.0001484035,0.00007813975,0.00006730904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001315905,0.0006365713,0.6016797,0.001178817,0.0002777934,0.000001496548,0.1342606,0.00002061387,0.001447847,0.2414917,0.0004223365,0.01726651],"study_design_scores_gemma":[0.01277822,0.01096964,0.3280464,0.003146826,0.0001783964,0.00007165756,0.05274107,0.04019006,0.02840323,0.5099387,0.005575291,0.007960618],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936872,0.00019751,0.0000339359,0.0004177891,0.0001715415,0.0006238531,0.0002128697,0.00003031129,0.004624951],"genre_scores_gemma":[0.9988216,0.0003884139,0.0000802958,0.0001121761,0.0001702752,0.0002249121,0.00001582918,0.00003617712,0.0001503929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2736334,"threshold_uncertainty_score":0.9999958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971917214","doi":"10.3384/ecp11057719","title":"The Impact of the March 10, 2009 Dust Storm on Meteorological Parameters in Central Saudi Arabia","year":2011,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Legislation; Storm; Nova scotia; Asset (computer security); Meteorology; Geography; Environmental resource management; Environmental science; Computer science; Political science; Archaeology","authors":[{"name":"Abdullrahman Maghrabi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0288711238308659,"gpt":0.2316019728298518,"spread":0.2027308489989859,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000414344,0.0001965477,0.0002125904,0.000008626826,0.0001922295,0.00005939669,0.0006548055,0.0001245811,0.0008563717],"category_scores_gemma":[0.0001819351,0.0001024636,0.0001376146,0.000321703,0.0002503648,0.0001102133,0.00002891206,0.0006339296,0.00001496892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004505093,"about_ca_system_score_gemma":0.000278117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001386295,"about_ca_topic_score_gemma":0.000449638,"domain_scores_codex":[0.9983044,0.00002752728,0.0002792522,0.0003001742,0.0002330197,0.0008556195],"domain_scores_gemma":[0.999379,0.0001405977,0.0001778924,0.0001506556,0.00006234719,0.00008944426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009603444,0.0001122692,0.969371,0.00003700995,0.0001002743,0.000003257935,0.001997034,0.0004033265,0.002540427,0.001652839,0.000682667,0.02213961],"study_design_scores_gemma":[0.0003372457,0.0008140563,0.9818721,0.00008164759,0.00001560869,0.00001289803,0.0003363554,0.005580973,0.005349749,0.005074768,0.0002888451,0.000235748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915713,0.0001816572,0.0000106372,0.0002579456,0.00005409351,0.0002218032,0.000007080865,0.00002398507,0.007671505],"genre_scores_gemma":[0.999397,0.0001254134,0.00007362774,0.00004553821,0.0000354186,0.000004663694,0.000003539629,0.000003698575,0.000311082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02190386,"threshold_uncertainty_score":0.937667,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042167055","doi":"10.3384/ecp110571724","title":"Modeling SOFC and GT Integrated-Cycle Power System with Energy Consumption Minimizing Target to Improve Comprehensive cycle Performance (Applied in pulp and paper, case studied)","year":2011,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Electricity; Electricity retailing; Electricity market; Renewable energy; Electricity generation; Economics; Environmental economics; Quarter (Canadian coin); Business; Natural resource economics; Industrial organization; Market economy; Engineering; Power (physics); Electrical engineering","authors":[{"name":"Hassan Ali Ozgoli","is_ca":false},{"name":"Hossein Ghadamian","is_ca":false},{"name":"N. Andriazian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01125943491093158,"gpt":0.1839853414907588,"spread":0.1727259065798273,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001477336,0.0003864476,0.0004502717,0.0002804079,0.00007367491,0.00009413284,0.0001551328,0.0001986194,0.000004547665],"category_scores_gemma":[0.00001886972,0.0003650773,0.00002094286,0.0002720118,0.00008757039,0.0003097406,0.0001309261,0.0005371936,0.000001402724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002779097,"about_ca_system_score_gemma":0.00005422909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001732566,"about_ca_topic_score_gemma":0.0001950321,"domain_scores_codex":[0.9982488,0.000005440575,0.0003558495,0.0005403791,0.000141674,0.0007078921],"domain_scores_gemma":[0.9994857,0.00002591376,0.00006700661,0.0001493331,0.0001686429,0.000103456],"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":[0.001830589,0.0002153034,0.01214674,0.006204868,0.001082821,0.0005155386,0.0603884,0.03180195,0.6065284,0.1742499,0.00005815048,0.1049773],"study_design_scores_gemma":[0.001342334,0.0004336815,0.0006358777,0.000815063,0.00006027941,0.000817133,0.01439801,0.9581134,0.02172757,0.0006212548,0.00006941601,0.000965934],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991029,0.001403641,0.005316786,0.00003010948,0.00005020866,0.0004036512,0.000002469799,0.000797842,0.0009663548],"genre_scores_gemma":[0.9969426,0.000497459,0.002235532,0.00004085865,0.00001667854,0.0002043641,0.000001707498,0.00005613081,0.000004617189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9263115,"threshold_uncertainty_score":0.9998801,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050657365","doi":"10.3384/ecp110573098","title":"Evaluating the Greenhouse Gas Impact from Biomass Gasification Systems in Industrial Clusters - Methodology and Examples","year":2011,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Base load power plant; Renewable energy; Automotive engineering; Environmental science; Greenhouse gas; Load following power plant; Photovoltaic system; Voltage droop; Wind power; Electricity; Process engineering; Computer science; Engineering; Distributed generation; Electrical engineering","authors":[{"name":"Kristina Holmgren","is_ca":false},{"name":"Thore Berntsson","is_ca":false},{"name":"Eva Andersson","is_ca":false},{"name":"Tomas Rydberg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1881318857426959,"gpt":0.3164890812160374,"spread":0.1283571954733414,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001298936,0.000262793,0.0003164111,0.0002171058,0.00009150137,0.0001390189,0.0002676522,0.0002931569,0.00002134759],"category_scores_gemma":[0.0002649303,0.0002075276,0.00003781605,0.0004029868,0.00006201644,0.0002932145,0.00003721534,0.0005534089,0.000003942803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003544827,"about_ca_system_score_gemma":0.000141816,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00748695,"about_ca_topic_score_gemma":0.0005308824,"domain_scores_codex":[0.9983242,0.0001213262,0.0004810904,0.00035078,0.0001727014,0.0005499445],"domain_scores_gemma":[0.9992744,0.0001851098,0.0001660169,0.0001515385,0.0001649362,0.0000579917],"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":[0.0009394168,0.0001488952,0.05716715,0.0005777437,0.001278581,0.000007444169,0.0927973,0.05227499,0.6464295,0.06229951,0.0003067651,0.08577263],"study_design_scores_gemma":[0.0006912243,0.0003038099,0.002593132,0.000258977,0.00005558875,0.00002559924,0.002018638,0.9871327,0.004815598,0.001723409,0.00005114812,0.0003301269],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848294,0.0008053036,0.01287944,0.00004193115,0.000256913,0.0004685081,0.00000406715,0.0002809127,0.0004335635],"genre_scores_gemma":[0.9979987,0.0002053924,0.001421881,0.000008074148,0.0001443391,0.0001388037,0.00001929423,0.00004755307,0.00001592867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9348577,"threshold_uncertainty_score":0.9991223,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4294739366","doi":"10.3384/ecp191001","title":"Valuing Actions and Ranking Hockey Players With Machine Learning","year":2022,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Sports Analytics and Performance","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Ranking (information retrieval); Ice hockey; Machine learning; Artificial intelligence; Physical medicine and rehabilitation","authors":[{"name":"Oliver Schulte","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02605723048428284,"gpt":0.2004994152562632,"spread":0.1744421847719804,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005772092,0.0001738399,0.0002911629,0.0002496415,0.0008346234,0.0001884222,0.0001856419,0.00004132469,0.0005305329],"category_scores_gemma":[0.00002482683,0.0001947248,0.00004520885,0.0003631915,0.00004280771,0.0002682245,0.0001188964,0.0008394507,0.000009839575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001883376,"about_ca_system_score_gemma":0.00006623259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002506497,"about_ca_topic_score_gemma":0.00003404071,"domain_scores_codex":[0.9986224,0.00000300885,0.0003127104,0.0004572721,0.00008326769,0.0005213605],"domain_scores_gemma":[0.9994846,0.00001501153,0.0003104051,0.00008429288,0.00004821785,0.00005748234],"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":[0.00009411804,0.0000544281,0.3924395,0.0000833751,0.0001568189,0.000003818719,0.00481474,0.002270592,0.0002548999,0.5946181,0.000101689,0.005107963],"study_design_scores_gemma":[0.001273567,0.000752616,0.009140855,0.00006527206,0.00004105474,0.0001376607,0.001881292,0.756013,0.0000954528,0.01048702,0.2192878,0.0008243166],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851915,0.001860762,0.002965087,0.0007568324,0.00008882042,0.0001834146,0.00001004759,0.0001154138,0.008828183],"genre_scores_gemma":[0.9974082,0.0006164119,0.0001405666,0.0001593552,0.00005924503,0.00005575013,0.00001339759,0.00003077344,0.001516294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7537425,"threshold_uncertainty_score":0.7940647,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2328760277","doi":"10.3384/ecp110573153","title":"Integrated Community Energy Modelling: Developing Map-Based Models to Support Energy and Emissions Planning in Canadian Communities","year":2011,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Energy consumption; Energy management; Order (exchange); Energy (signal processing); Efficient energy use; Identification (biology); Adaptation (eye); Computer science; Perspective (graphical); Knowledge management; Environmental economics; Business; Process management; Engineering","authors":[{"name":"Jessica Wagner Webster","is_ca":true},{"name":"Brett Korteling","is_ca":false},{"name":"Katelyn Margerm","is_ca":false},{"name":"John Beaton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07053311494048883,"gpt":0.243600533919559,"spread":0.1730674189790702,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004626122,0.0003374217,0.0003266432,0.0006907999,0.0003489879,0.000149056,0.0004595143,0.0001821439,0.00002655996],"category_scores_gemma":[0.00001230894,0.0003762975,0.00003136625,0.0004584992,0.00004928769,0.0002896785,0.00008167422,0.0007184548,6.630908e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009520105,"about_ca_system_score_gemma":0.001526409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2269994,"about_ca_topic_score_gemma":0.08123133,"domain_scores_codex":[0.9980727,0.00003854816,0.0003545582,0.0002099721,0.000141823,0.001182424],"domain_scores_gemma":[0.9991604,0.00006064014,0.00004553859,0.0001722493,0.000208196,0.0003529966],"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":[0.0001291565,0.0001274785,0.005921283,0.0006957434,0.0001826854,0.00003909859,0.08070352,0.1955444,0.002296084,0.6915107,0.001043534,0.02180636],"study_design_scores_gemma":[0.000295632,0.0001481448,0.000045343,0.0006091758,0.00001338728,0.000007561742,0.01174903,0.9558735,0.002653566,0.02294656,0.005118333,0.0005397924],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4321527,0.000315617,0.5586947,0.0001787636,0.00007987391,0.0002035645,0.000005967027,0.0004729806,0.007895879],"genre_scores_gemma":[0.9945918,0.0001018981,0.004610755,0.0003572636,0.00001555315,0.000117667,0.00003620563,0.0000568389,0.0001119755],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7603291,"threshold_uncertainty_score":0.9998689,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386606683","doi":"10.3384/ecp201.3","title":"Analyzing Passing Metrics in Ice Hockey using Puck and Player Tracking Data","year":2023,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Sports Analytics and Performance","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Ice hockey; Offensive; League; Computer science; Variance (accounting); Football; Scope (computer science); Metric (unit); Tracking (education); Operations research; Engineering; Psychology; Business; Operations management; Geography","authors":[{"name":"David Radke","is_ca":true},{"name":"Jaxin Lu","is_ca":true},{"name":"Jackson Woloschuk","is_ca":true},{"name":"Tin Le","is_ca":true},{"name":"Daniel Radke","is_ca":true},{"name":"Charlie Liu","is_ca":true},{"name":"Tim Brecht","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1338664299941097,"gpt":0.2894180895847781,"spread":0.1555516595906684,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001657717,0.0002392516,0.0004925865,0.001058581,0.0002254589,0.0005036264,0.0005188135,0.0001520597,0.00005446769],"category_scores_gemma":[0.0002555175,0.0002865842,0.00004553169,0.002064202,0.00005331816,0.001025507,0.000314345,0.0005575462,0.00003254068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002042994,"about_ca_system_score_gemma":0.0001237081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004728851,"about_ca_topic_score_gemma":0.0001223445,"domain_scores_codex":[0.9974659,0.000003529065,0.0007126427,0.0008375047,0.00008472532,0.0008956886],"domain_scores_gemma":[0.999088,0.00005459738,0.0003979382,0.0002822658,0.00008315116,0.00009398705],"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":[0.00002024079,0.00004280574,0.883526,0.0002210504,0.00009054263,0.00001037712,0.001796647,0.0005010581,0.00059691,0.1034806,0.0002025366,0.00951123],"study_design_scores_gemma":[0.0003995229,0.00003715357,0.03674192,0.0001669443,0.00001948292,0.00001255475,0.0003667886,0.9456587,0.00008091779,0.008961122,0.007096643,0.0004582144],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917923,0.002221338,0.003568135,0.0006235057,0.0001379502,0.0001712786,0.00002337658,0.000109758,0.001352351],"genre_scores_gemma":[0.9967594,0.00245457,0.000332193,0.00007728639,0.0001367734,0.000006746592,0.00003394931,0.00003854379,0.0001605341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9451577,"threshold_uncertainty_score":0.9999586,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3204931831","doi":"10.3384/ecp21181277","title":"Electromagnetic Transient Simulation of Large Power Networks with Modelica","year":2021,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Real-time simulation and control systems","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":"Polytechnique Montréal","funders":"","keywords":"Modelica; Emtp; Transient (computer programming); Benchmark (surveying); Computer science; Power (physics); Electric power system; Simulation; Physics","authors":[{"name":"A. Masoom","is_ca":true},{"name":"Jean Mahseredjian","is_ca":true},{"name":"Tarek Ould‐Bachir","is_ca":true},{"name":"Adrien Guironnet","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005717680826558161,"gpt":0.20798506794762,"spread":0.2022673871210618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001564684,0.0002218375,0.0003355078,0.0000823029,0.00006016387,0.00008778385,0.0001314827,0.0001316299,0.0001326164],"category_scores_gemma":[0.00001610019,0.0002146977,0.00007419403,0.0004115086,0.00002034357,0.0002097938,0.00001256826,0.0003252737,0.00000458328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009295776,"about_ca_system_score_gemma":0.0001444876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003774681,"about_ca_topic_score_gemma":0.00001587005,"domain_scores_codex":[0.9984251,0.00001139295,0.0003784206,0.0002908386,0.0002586906,0.0006355703],"domain_scores_gemma":[0.9992198,0.00003722344,0.00008185981,0.0001372447,0.0004424338,0.00008148925],"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":[0.00007632055,0.00005994811,0.0002783083,0.0001464415,0.0001373024,0.000002242726,0.001070638,0.9406545,0.04173521,0.01352074,0.00004490293,0.002273429],"study_design_scores_gemma":[0.0008739502,0.0002130964,0.0005354154,0.0001211897,0.00003947556,0.00001168407,0.0001415481,0.9943632,0.001900699,0.0002403791,0.0013128,0.0002464894],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6437148,0.001171112,0.340729,0.000126774,0.00006815232,0.0003806658,0.000002252573,0.0003943412,0.01341295],"genre_scores_gemma":[0.9994185,0.00008984096,0.0001508091,0.00004320261,0.00005007294,0.00003101154,0.00001263237,0.00004291172,0.0001609938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3557037,"threshold_uncertainty_score":0.8755118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2316775627","doi":"10.3384/ecp110572666","title":"The New Course of FITs Mechanism for PV Systems in Italy: Novelties, Strong Points and Criticalities","year":2011,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Urban Planning and Valuation","field":"Environmental Science","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":"Quarter (Canadian coin); Renewable energy; Investment (military); Stock (firearms); Order (exchange); Government (linguistics); Architectural engineering; Greenhouse gas; Brick; Environmental economics; Engineering; Business; Economics; Civil engineering; Finance; Political science; Electrical engineering; Mechanical engineering","authors":[{"name":"Salvatore Favuzza","is_ca":false},{"name":"Gaetano Zizzo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04678482072037719,"gpt":0.2587560339272832,"spread":0.2119712132069061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005664906,0.000126918,0.0001624683,0.00002778715,0.0001175191,0.00006511188,0.0001895794,0.00007400924,0.00002191681],"category_scores_gemma":[0.0001600429,0.0001010967,0.00002449502,0.00009566786,0.0001195445,0.0002005553,0.00006097089,0.0001600275,0.000003135458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009517829,"about_ca_system_score_gemma":0.0001023173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005983782,"about_ca_topic_score_gemma":0.0001368302,"domain_scores_codex":[0.9988818,0.00001015035,0.0002566272,0.0002412821,0.0001695723,0.0004405919],"domain_scores_gemma":[0.9996077,0.00009611734,0.0001078387,0.0000725624,0.00005514292,0.00006065883],"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":[0.00008377075,0.0000531325,0.0155699,0.0001026609,0.00003008869,2.060197e-7,0.008220362,0.000003926627,0.004609828,0.9660315,0.0008073568,0.004487248],"study_design_scores_gemma":[0.003637675,0.00243839,0.05006342,0.001251697,0.0002261184,0.00005250497,0.02609037,0.2392924,0.03291367,0.6387724,0.003881675,0.001379608],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871889,0.0006153462,0.006479558,0.0008469154,0.0001301589,0.0007464791,0.000008450417,0.00005880856,0.003925412],"genre_scores_gemma":[0.9988172,0.00005952676,0.0004044133,0.00002919655,0.00002664086,0.00004776467,0.000002274877,0.00001095511,0.0006020427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3272591,"threshold_uncertainty_score":0.4122605,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033098878","doi":"10.3384/ecp110571078","title":"Influence of External Actors in Swedish Homeowners' Adoption of Energy Efficient Windows","year":2011,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Architectural engineering; Passive house; General partnership; Heating system; Quarter (Canadian coin); Civil engineering; Engineering; Efficient energy use; Business; Mechanical engineering; Finance; Geography; Electrical engineering","authors":[{"name":"Gireesh Nair","is_ca":false},{"name":"Krushna Mahapatra","is_ca":false},{"name":"Leif Gustavsson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01013453812199948,"gpt":0.2076907972752731,"spread":0.1975562591532736,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002444603,0.0001899359,0.0003015642,0.0003025918,0.00002051887,0.00001667022,0.0002852244,0.00009463184,0.00002162742],"category_scores_gemma":[0.00003513329,0.0001948795,0.00005410691,0.0004312867,0.00006093268,0.0001701924,0.00004316289,0.0002647995,9.13485e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002141782,"about_ca_system_score_gemma":0.0001855874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001099806,"about_ca_topic_score_gemma":0.000007879799,"domain_scores_codex":[0.9985988,0.000007352025,0.0004234154,0.0002217576,0.0002291344,0.0005195985],"domain_scores_gemma":[0.99947,0.00002247998,0.0001402904,0.0001009207,0.000208408,0.00005791449],"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":[0.0002079895,0.0003864419,0.06481341,0.001429069,0.0001097288,0.000009572066,0.0097911,0.0796294,0.6563902,0.1742897,0.00003119696,0.01291211],"study_design_scores_gemma":[0.001875892,0.000828102,0.09309997,0.002092652,0.00008000311,0.00002234858,0.002644687,0.2249968,0.6619816,0.01104605,0.0002775019,0.001054355],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898452,0.0002655879,0.008483911,0.000005240194,0.00004462148,0.0001377533,8.262377e-7,0.00009462369,0.00112224],"genre_scores_gemma":[0.9992906,0.0001966143,0.0003995923,0.000007284572,0.0000217987,0.00003376569,0.000001282556,0.00002252516,0.00002656227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1632437,"threshold_uncertainty_score":0.7946954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2319148559","doi":"10.3384/ecp110571684","title":"Environmental System Effects when Including Scrap Preheating and Surface Cleaning in Steel Making Routes","year":2011,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Engineering Applied Research","field":"Engineering","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":"Scrap; Metallurgy; Environmental science; Materials science; Waste management; Automotive engineering; Process engineering; Engineering","authors":[{"name":"Marianne Östman","is_ca":false},{"name":"Katarina Lundkvist","is_ca":false},{"name":"Mikael Larsson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01834279654896162,"gpt":0.2137770445070462,"spread":0.1954342479580846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005534943,0.0003549642,0.0003673165,0.0002232444,0.0001441286,0.000143599,0.0003102552,0.0001824972,0.00001237478],"category_scores_gemma":[0.00003944965,0.0004037593,0.00003741166,0.0002269689,0.00005531179,0.0003627386,0.0002052514,0.0009882998,0.00001110105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006523258,"about_ca_system_score_gemma":0.00004043946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003165341,"about_ca_topic_score_gemma":0.00001093804,"domain_scores_codex":[0.9977484,0.0000143443,0.0003723545,0.0004741444,0.0002849571,0.001105752],"domain_scores_gemma":[0.9995801,0.00009747107,0.00006328156,0.0001289162,0.00002373599,0.0001065139],"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":[0.00007414424,0.00008141978,0.07536899,0.007411399,0.0002651317,0.00004180437,0.04369404,0.004872599,0.7879061,0.04924519,0.00004186271,0.03099737],"study_design_scores_gemma":[0.001212443,0.0002387325,0.01587239,0.003583643,0.00004707567,0.0000865113,0.004755322,0.9064941,0.0653231,0.001170145,0.0001303227,0.001086216],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881592,0.001025853,0.00374923,0.00001466581,0.00007570066,0.0004965705,0.000001124089,0.000747856,0.005729813],"genre_scores_gemma":[0.9949958,0.0001177571,0.004622614,0.000009292588,0.00005874386,0.00007061891,0.000001622264,0.00009748683,0.00002609805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9016215,"threshold_uncertainty_score":0.9998415,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392668139","doi":"10.3384/ecp204285","title":"Exploiting Modelica and the OpenIPSL for University Campus Microgrid Model Development","year":2023,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Microgrid Control and Optimization","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":"Opal-Rt Technologies (Canada)","funders":"Office of Energy Efficiency; U.S. Department of Energy; Office of Energy Efficiency and Renewable Energy; National Science Foundation","keywords":"Modelica; Microgrid; Flexibility (engineering); Computer science; Control engineering; Process (computing); Modeling and simulation; Reliability (semiconductor); Generator (circuit theory); Task (project management); Systems engineering; Reliability engineering; Power (physics); Engineering; Simulation; Programming language; Control (management); Artificial intelligence","authors":[{"name":"Fernando Fachini","is_ca":false},{"name":"Srijita Bhattacharjee","is_ca":false},{"name":"Miguel Aguilera","is_ca":true},{"name":"Luigi Vanfretti","is_ca":false},{"name":"Giuseppe Laera","is_ca":false},{"name":"Tetiana Bogodorova","is_ca":false},{"name":"Ardeshir Moftakhari","is_ca":false},{"name":"Michael Huylo","is_ca":false},{"name":"Atila Novoselac","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01110609801603358,"gpt":0.1835924348796405,"spread":0.172486336863607,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003229559,0.0001578885,0.000183308,0.00008914788,0.0002824,0.0001170982,0.0002104899,0.00007234968,0.00000280985],"category_scores_gemma":[0.00002703179,0.0001394739,0.00004069536,0.0002212195,0.00004590107,0.0001867273,0.00007368328,0.0001973265,0.000005421735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001027114,"about_ca_system_score_gemma":0.0001245434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004837405,"about_ca_topic_score_gemma":0.000009992763,"domain_scores_codex":[0.9990106,0.000003804048,0.0001682942,0.0002331748,0.00008493241,0.0004991764],"domain_scores_gemma":[0.9996691,0.0000456828,0.00004383426,0.00005943102,0.0001329442,0.00004894804],"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":[0.0007227682,0.00003703666,0.0002535792,0.0009974892,0.0005770103,0.000002407629,0.02936695,0.3598993,0.04109372,0.2033879,0.003353283,0.3603085],"study_design_scores_gemma":[0.001198225,0.0000117181,0.00001047961,0.00003989112,0.00002525516,0.000002921298,0.0004762632,0.9887428,0.001153147,0.002243391,0.005911929,0.0001839867],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5952542,0.001728144,0.3962759,0.001712425,0.0001159854,0.001628575,0.000009078846,0.001651778,0.001623898],"genre_scores_gemma":[0.9944652,0.001742607,0.003292421,0.00005248648,0.00004597621,0.00006474737,0.00001536698,0.00002751926,0.0002936829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6288434,"threshold_uncertainty_score":0.5687581,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4294740447","doi":"10.3384/ecp191005","title":"Scouting Automated Ratings Analyzing Habits (SARAH): A Statistical Methodology for Scouting and Player Development","year":2022,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Sports Performance and Training","field":"Medicine","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":"","keywords":"Computer science; Human–computer interaction; Software engineering; Artificial intelligence; Data science","authors":[{"name":"Noah Chaikof","is_ca":false},{"name":"Katia Clément-Heydra","is_ca":true},{"name":"Carleen Markey","is_ca":false},{"name":"Mikael Nahabedian","is_ca":true},{"name":"Adam Pilotte","is_ca":true},{"name":"Mairead Shaw","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05951235377246135,"gpt":0.3362500826836334,"spread":0.2767377289111721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002160392,0.0002958408,0.0005885224,0.0002867358,0.0009702534,0.00009638539,0.0001454615,0.0001015081,0.00009413402],"category_scores_gemma":[0.0004020739,0.0003050002,0.00005919797,0.0003768884,0.00008756575,0.0001757037,0.0001912478,0.00082775,0.0000017628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000312617,"about_ca_system_score_gemma":0.001083931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002214627,"about_ca_topic_score_gemma":0.000007226277,"domain_scores_codex":[0.9972343,0.00001474404,0.0006401557,0.0006737463,0.0003389585,0.001098056],"domain_scores_gemma":[0.9989782,0.0001939282,0.0003080289,0.00009159656,0.0002754481,0.0001527846],"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":[0.001998939,0.0003292841,0.5870983,0.002598139,0.001066767,0.00005600889,0.05576643,0.00008813792,0.08218923,0.07973041,0.0006507681,0.1884276],"study_design_scores_gemma":[0.01151071,0.004131331,0.1292551,0.001723871,0.0009902858,0.002031042,0.01884428,0.7833199,0.0250666,0.003633125,0.01709932,0.002394511],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845249,0.0002891152,0.01284759,0.0005627017,0.0000882921,0.0007529677,0.000004599398,0.0005327124,0.0003971282],"genre_scores_gemma":[0.9468845,0.00001757287,0.05194456,0.0004704135,0.0001107907,0.0002993937,0.00006356863,0.00004768975,0.0001614897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7832317,"threshold_uncertainty_score":0.9999402,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4294732557","doi":"10.3384/ecp191010","title":"Evaluating deep tracking models for player tracking in broadcast ice hockey video","year":2022,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Video Analysis and Summarization","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Compute Canada","keywords":"Ice hockey; Tracking (education); Computer science; Video tracking; Artificial intelligence; Computer vision; Video processing; Physical medicine and rehabilitation","authors":[{"name":"Kanav Vats","is_ca":true},{"name":"Mehrnaz Fani","is_ca":true},{"name":"David A. Clausi","is_ca":true},{"name":"John Zelek","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06225302887827722,"gpt":0.3167346679960382,"spread":0.254481639117761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00238223,0.0002960544,0.0004244108,0.000456305,0.0007506739,0.0007182674,0.001284818,0.00009732979,0.00003589506],"category_scores_gemma":[0.0002702848,0.000338466,0.0001647985,0.001330283,0.00002325851,0.001783792,0.0004054213,0.0007681499,0.000002428297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005772557,"about_ca_system_score_gemma":0.0005343506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007877413,"about_ca_topic_score_gemma":0.00009553201,"domain_scores_codex":[0.9964457,0.0000616417,0.000698279,0.00100841,0.0007134958,0.001072455],"domain_scores_gemma":[0.998607,0.0001732985,0.0003881853,0.0002514748,0.0004908855,0.00008913474],"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":[0.00009404786,0.0001956974,0.001970678,0.0001464997,0.00009273252,0.00000384597,0.02116509,0.08412464,0.02382782,0.3834624,0.00006876703,0.4848478],"study_design_scores_gemma":[0.0007200799,0.0002855964,0.0001630465,0.00006782069,0.00003000322,0.00001629195,0.000730231,0.9465971,0.001105193,0.04938062,0.0005152167,0.0003888136],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1584323,0.0005772883,0.8382172,0.001110352,0.0001375592,0.0006512533,0.000002088157,0.0002252621,0.0006467417],"genre_scores_gemma":[0.9896579,0.00004976051,0.00922279,0.0003739437,0.00009641408,0.0004342669,0.00001543881,0.00003341015,0.0001160682],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8624725,"threshold_uncertainty_score":0.9999067,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2776923831","doi":"10.3384/ecp17144197","title":"Modelling Dynamic Response of Hydraulic FluidWithin Tapered Transmission Lines","year":2017,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Vibration and Dynamic Analysis","field":"Engineering","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 Saskatchewan","funders":"","keywords":"Transmission line; Computer science; Electric power transmission; Interpolation (computer graphics); Inertance; Frequency response; Laminar flow; Line (geometry); Weighting; Frequency domain; Electronic engineering; Control theory (sociology); Acoustics; Engineering; Mathematics; Mechanics; Mechanical engineering; Physics; Telecommunications; Electrical engineering","authors":[{"name":"Jeremy ven der Buhs","is_ca":true},{"name":"Travis Wiens","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01303564721909555,"gpt":0.2350009763005964,"spread":0.2219653290815009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003995867,0.0002374841,0.0003489339,0.0001793956,0.0002735473,0.0001800497,0.0004966446,0.0001677183,0.00006433589],"category_scores_gemma":[0.00006938265,0.0002350576,0.0001239587,0.0001404567,0.00007929596,0.0004347954,0.00003636013,0.0003590082,0.000009973973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009951333,"about_ca_system_score_gemma":0.0001431689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003494925,"about_ca_topic_score_gemma":0.00001049507,"domain_scores_codex":[0.998607,0.00001055995,0.0004131109,0.0002933458,0.0002302012,0.0004458002],"domain_scores_gemma":[0.9992595,0.00003052187,0.0001645754,0.0002585846,0.0001924675,0.00009436009],"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":[0.0007278594,0.00008947236,0.0006535747,0.0007277183,0.0003910128,0.000004136479,0.007406193,0.3426308,0.5888711,0.01153085,0.0001241276,0.04684317],"study_design_scores_gemma":[0.0003534064,0.00006619633,0.0002342902,0.0001811292,0.00005117565,0.000004876633,0.0001300473,0.9858286,0.01023417,0.002151526,0.0005099607,0.0002546007],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5452647,0.0003313874,0.4522328,0.0004755479,0.00005053414,0.0001308047,0.000002037336,0.0002492026,0.001263007],"genre_scores_gemma":[0.9965442,0.0006445498,0.002125383,0.00002227329,0.00003111057,0.00001709035,0.000006912646,0.00003976184,0.0005687155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6431978,"threshold_uncertainty_score":0.958537,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400586087","doi":"10.3384/ecp209002","title":"Evaluating Space Creation in the National Hockey League using Puck and Player Tracking Data","year":2024,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Sports Analytics and Performance","field":"Economics, Econometrics and Finance","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 Toronto","funders":"","keywords":"Computer science; Event (particle physics); Space (punctuation); Ice hockey; League; Artificial intelligence; Computer security","authors":[{"name":"Hassaan Inayatali","is_ca":true},{"name":"Timothy A. Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2441533394235036,"gpt":0.3691656929580472,"spread":0.1250123535345436,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002408068,0.0001424947,0.0001972239,0.0002420591,0.0001540997,0.0006929273,0.0003422634,0.00008132923,0.0000749563],"category_scores_gemma":[0.0001943774,0.0001329163,0.00002819726,0.0004076097,0.00004079529,0.0007975674,0.00008459078,0.0004340356,0.00001571834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000162273,"about_ca_system_score_gemma":0.0001745055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002251166,"about_ca_topic_score_gemma":0.00006525203,"domain_scores_codex":[0.9985687,0.000004369821,0.0004097183,0.000533839,0.0001183824,0.0003649745],"domain_scores_gemma":[0.9995526,0.0000656393,0.0001551388,0.0001161562,0.00008364384,0.00002678837],"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":[0.00001480734,0.0000337924,0.04280538,0.0002122348,0.00005944151,0.000002000109,0.00601299,0.0005808229,0.0006654868,0.9423863,0.000255438,0.006971257],"study_design_scores_gemma":[0.000149481,0.00004272832,0.006496223,0.0001712607,0.00001225743,0.00002346861,0.0002743019,0.9539733,0.00003306458,0.03153716,0.00710041,0.0001863522],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849218,0.004075417,0.002888107,0.002195226,0.000113732,0.0002413193,0.00002352648,0.00004453435,0.005496349],"genre_scores_gemma":[0.998484,0.0005760533,0.0003263009,0.0001668739,0.0002309577,0.00001192885,0.00002458875,0.00001726064,0.0001620781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9533924,"threshold_uncertainty_score":0.6681914,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389083331","doi":"10.3384/ecp203029","title":"Peeling Back the Layers: Prototyping Systemic Transformation through the Circular Food Innovation Lab","year":2023,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Emily Carr University of Art and Design","funders":"Mitacs; Linköpings Universitet","keywords":"Government (linguistics); Work (physics); Food systems; Food insecurity; Ambiguity; Business; Marketing; Service (business); Food waste; Food security; Engineering; Computer science; Geography; Agriculture","authors":[{"name":"Lily Raphael","is_ca":false},{"name":"Marcia Higuchi","is_ca":true},{"name":"Laura Kozak","is_ca":true},{"name":"Erin Nichols","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1658528328641636,"gpt":0.3650030075602076,"spread":0.199150174696044,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.007740258,0.0003172152,0.0004285374,0.0004498031,0.001213369,0.001958198,0.001733348,0.0001634775,0.0001224283],"category_scores_gemma":[0.001900736,0.0001787852,0.0001743555,0.006525815,0.0001123653,0.001169506,0.0002156099,0.0007778071,0.0006335765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001856698,"about_ca_system_score_gemma":0.0004334655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000373372,"about_ca_topic_score_gemma":0.00002703099,"domain_scores_codex":[0.9945959,0.0001314028,0.001590152,0.000743222,0.002004902,0.0009344384],"domain_scores_gemma":[0.9959623,0.0008537776,0.0007690289,0.000541111,0.001829311,0.00004446157],"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":[0.00005075807,0.00001546028,0.0004989054,0.0001430067,0.00006900191,8.17757e-7,0.03102283,0.0004774666,0.007270024,0.9327587,0.003415506,0.02427746],"study_design_scores_gemma":[0.00094464,0.0003248392,0.0009006273,0.0009675377,0.00004416585,0.0001961292,0.04777489,0.2133144,0.001152079,0.5606415,0.1730469,0.0006923286],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8125363,0.001591801,0.1513466,0.01263811,0.0008044894,0.004797675,0.000009152644,0.0007024938,0.01557336],"genre_scores_gemma":[0.9981076,0.00005139541,0.0000812481,0.0004033613,0.0002906926,0.0003177351,0.000004789523,0.00003130124,0.0007118838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3721173,"threshold_uncertainty_score":0.9990779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2173152517","doi":"10.3384/ecp110572431","title":"Regulation for Renewable Energy Development: Lessons from Sri Lanka Experience","year":2011,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Global Energy Security and Policy","field":"Energy","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":"Sri lanka; Renewable energy; Energy development; Natural resource economics; Environmental economics; Business; Environmental planning; Environmental science; Engineering; Economics; Electrical engineering","authors":[{"name":"Priyantha Wijayatunga","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05004356015582137,"gpt":0.2654072105094682,"spread":0.2153636503536469,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001471669,0.0003026317,0.0002950933,0.0001164559,0.0003180332,0.0001097839,0.0004945362,0.0002608272,0.0004678253],"category_scores_gemma":[0.00008769701,0.0003213205,0.00008347147,0.0002888334,0.00007465536,0.0004151257,0.00009076759,0.0001841283,0.00002349651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001966888,"about_ca_system_score_gemma":0.0003984499,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02107706,"about_ca_topic_score_gemma":0.009026418,"domain_scores_codex":[0.9978382,0.00001172769,0.0003942163,0.0005960046,0.0002190231,0.0009408355],"domain_scores_gemma":[0.9991412,0.00004136809,0.0002061474,0.0001830407,0.0002817429,0.0001464732],"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":[0.00009344832,0.00004944423,0.00008717896,0.00001940479,0.00005135183,4.052633e-7,0.02472503,0.0000278257,0.009463701,0.9529545,0.0002522914,0.01227546],"study_design_scores_gemma":[0.0006533472,0.0001197383,0.0005046786,0.0001521612,0.00003220766,0.000005855829,0.001161691,0.003240892,0.1405308,0.1880642,0.6649555,0.0005788673],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4924991,0.001096734,0.01810449,0.001029881,0.0005579658,0.000492473,0.00002485877,0.001232687,0.4849618],"genre_scores_gemma":[0.9936876,0.0001205283,0.003366469,0.0003863336,0.0002552062,0.0002456642,0.0000912881,0.00003116542,0.001815728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7648902,"threshold_uncertainty_score":0.9999239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4294739813","doi":"10.3384/ecp191007","title":"Predicting the NHL Draft with Rank-Ordered Logit Models","year":2022,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Sports Analytics and Performance","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Logistic regression; Logit; Rank (graph theory); Computer science; Econometrics; Statistics; Mathematics; Machine learning; Combinatorics","authors":[{"name":"Brendan Kumagai","is_ca":true},{"name":"Ryker Moreau","is_ca":true},{"name":"Kimberly Kroetch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02756409207982454,"gpt":0.1922288608508133,"spread":0.1646647687709887,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008933401,0.0002282253,0.0003524231,0.0001584776,0.0008464365,0.0002494198,0.0006318705,0.0000581012,0.0007344406],"category_scores_gemma":[0.00002556462,0.0001966899,0.00008747325,0.0005257255,0.00008332945,0.0003590645,0.0001942701,0.0008576076,0.00002328933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002204415,"about_ca_system_score_gemma":0.0001893039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000315512,"about_ca_topic_score_gemma":0.0000465196,"domain_scores_codex":[0.9980347,0.000004370306,0.000501121,0.0005590718,0.0001382811,0.0007624942],"domain_scores_gemma":[0.9991103,0.00002766334,0.0004650729,0.0002272026,0.0001042306,0.00006549544],"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":[0.00008001327,0.00006610738,0.05630985,0.0000454629,0.0001247239,0.000002166355,0.004231632,0.006153898,0.00002856911,0.9314982,0.0004649151,0.0009944438],"study_design_scores_gemma":[0.0007877915,0.0004484222,0.001898353,0.0000342073,0.00002851755,0.00005121433,0.00148843,0.8294064,0.00004026901,0.1047872,0.06050235,0.0005268153],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.925437,0.002498326,0.009371673,0.005733783,0.0002444534,0.0006878963,0.00004480951,0.0002294794,0.05575263],"genre_scores_gemma":[0.9966552,0.0003360149,0.0000807645,0.0005513562,0.0001246903,0.0001760797,0.00001317166,0.00003816403,0.002024595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8267111,"threshold_uncertainty_score":0.804161,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2317434384","doi":"10.3384/ecp110572485","title":"Potential Renewable Bioenergy Production from Canadian Agriculture","year":2011,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Photovoltaic Systems and Sustainability","field":"Environmental Science","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":"Renewable energy; GSM; Battery (electricity); Photovoltaic system; Environmental science; Automotive engineering; Electricity generation; Electrical engineering; MATLAB; Telecommunications; Computer science; Power (physics); Engineering; Operating system","authors":[{"name":"Tingting Liu","is_ca":false},{"name":"B.G. McConkey","is_ca":false},{"name":"Stephen R. Smith","is_ca":false},{"name":"Bob MacGregor","is_ca":false},{"name":"Ted Huffman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008217617966294364,"gpt":0.1776971290970219,"spread":0.1694795111307276,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002749343,0.0002200912,0.0001962812,0.00005599507,0.0002856472,0.00007817799,0.0003687828,0.0001769362,0.00128154],"category_scores_gemma":[0.00007885328,0.0001917667,0.00006271513,0.0003590062,0.0001120582,0.0003091013,0.00009362339,0.000282137,0.00007970398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009479215,"about_ca_system_score_gemma":0.0002607445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8001075,"about_ca_topic_score_gemma":0.3779978,"domain_scores_codex":[0.9979365,0.00001461081,0.0002508774,0.000669407,0.0002523235,0.0008762139],"domain_scores_gemma":[0.9993575,0.000003919743,0.0001125993,0.0001770196,0.00008876466,0.000260241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001302533,0.0002576165,0.2281539,0.00007426256,0.000126403,0.00002183954,0.01581557,0.000143646,0.7107602,0.004014832,0.0291863,0.01131513],"study_design_scores_gemma":[0.001005088,0.0006518831,0.3222316,0.0002054155,0.0001658594,0.0001388287,0.008289867,0.005187333,0.2254976,0.1113274,0.3228885,0.002410585],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684761,0.0000678143,0.0001816172,0.0004362588,0.0002419339,0.0003633396,0.000003824624,0.000107853,0.03012129],"genre_scores_gemma":[0.9963267,0.00003076837,0.0002396124,0.0001093655,0.0001708631,0.00006440712,0.00001024543,0.00001565916,0.003032338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4852626,"threshold_uncertainty_score":0.9996314,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966518123","doi":"10.3384/ecp110571472","title":"On the Large Scale Assessment of Small Hydroelectric Potential: Application to the Province of New Brunswick (Canada)","year":2011,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Moncton","funders":"Natural Sciences and Engineering Research Council of Canada; New Brunswick Innovation Foundation; U.S. Department of Energy","keywords":"Hydroelectricity; Scale (ratio); Computer science; Environmental science; Engineering; Geography; Electrical engineering; Cartography","authors":[{"name":"Jean-François Cyr","is_ca":true},{"name":"Mathieu Landry","is_ca":true},{"name":"Yves Gagnon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01025048884412606,"gpt":0.2080853834419439,"spread":0.1978348945978178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005054529,0.0001470921,0.000171369,0.00003538921,0.0002008761,0.00001117755,0.000629132,0.00004589009,0.0001256025],"category_scores_gemma":[0.00003137585,0.00009345759,0.00003931152,0.0003236305,0.00009192334,0.00006040045,0.000240225,0.0002552533,0.00001287493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001455897,"about_ca_system_score_gemma":0.0004857177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03052604,"about_ca_topic_score_gemma":0.1240605,"domain_scores_codex":[0.9986599,0.0000180326,0.0002472424,0.0003138816,0.0002933431,0.0004675877],"domain_scores_gemma":[0.9994854,0.0000307742,0.0002071826,0.0001964547,0.00003187643,0.00004826253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003812288,0.0008580406,0.1741161,0.0002293612,0.0004403354,0.000002836741,0.01181418,0.001998,0.02140227,0.7397326,0.0252582,0.02376682],"study_design_scores_gemma":[0.001859282,0.003832233,0.6435145,0.0002594971,0.0004975445,0.00001202667,0.002307119,0.1599678,0.06988356,0.0813228,0.03506947,0.00147425],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.927828,0.00003160712,0.04266938,0.007027641,0.00004500077,0.001153574,0.000001153561,0.00003719911,0.02120649],"genre_scores_gemma":[0.998005,0.00003314919,0.0002718795,0.0007300018,0.0000177066,0.00003727608,0.000001026842,0.000009668694,0.0008942298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6584098,"threshold_uncertainty_score":0.9759297,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W574722970","doi":"10.3384/ecp13090","title":"Proceedings of the 4th Analytic Virtual Integration of Cyber-Physical Systems Workshop December 3 Vancouver Canada","year":2013,"lang":"en","type":"paratext","venue":"Linköping electronic conference proceedings","topic":"Digital Transformation in Industry","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":"Division of Electrical, Communications and Cyber Systems; Army Research Office; Office of Naval Research; Högskolan i Halmstad; National Science Foundation","keywords":"Cyber-physical system; Computer science; Operating system","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01135138211867402,"gpt":0.2132144545587523,"spread":0.2018630724400783,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001545876,0.0006219887,0.0009263206,0.0002053915,0.00007671757,0.0002288841,0.0009109073,0.0005462505,0.0001574326],"category_scores_gemma":[0.0000814609,0.000508466,0.0001937126,0.000860308,0.0001496684,0.0007189981,0.00008590051,0.001769878,0.00004008951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009737454,"about_ca_system_score_gemma":0.001519059,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007915938,"about_ca_topic_score_gemma":0.01245351,"domain_scores_codex":[0.9969111,0.000005748413,0.001021952,0.0004201838,0.0008536849,0.0007873282],"domain_scores_gemma":[0.9977826,0.00008887403,0.0006009795,0.0001879011,0.001219621,0.0001200035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003174127,0.00008359472,0.0001062624,0.003851577,0.0006927432,2.122349e-7,0.002647486,0.006787125,0.007626066,0.03092362,0.9441146,0.003134937],"study_design_scores_gemma":[0.002460538,0.0007474085,0.00027583,0.02624878,0.00126183,0.00006421554,0.02448379,0.5597886,0.09691441,0.002012163,0.2802966,0.005445908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4586872,0.0005043969,0.001070045,0.0001165223,0.004768238,0.002045749,0.0001398308,0.0002135211,0.5324544],"genre_scores_gemma":[0.9597237,0.0001226615,0.00001571177,0.0000157719,0.000296426,0.0001723816,0.00002954015,0.00009379553,0.03953002],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6638181,"threshold_uncertainty_score":0.9997367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3188984376","doi":"10.3384/ecp182p283","title":"Multidimensional Trajectory Tracking for Numerically Stiff Independent Metering System","year":2021,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"","keywords":"Discretization; Control theory (sociology); Mathematics; Regularization (linguistics); Uniqueness; Numerical analysis; Optimal control; Applied mathematics; Trajectory; Differential equation; Mathematical optimization; Computer science; Mathematical analysis; Control (management)","authors":[{"name":"Goran Stojanoski","is_ca":false},{"name":"Dimitar Ninevski","is_ca":false},{"name":"Gerhard Rath","is_ca":false},{"name":"Matthew Harker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0174076435854921,"gpt":0.2243336933369055,"spread":0.2069260497514134,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003955882,0.0003154608,0.0004770384,0.00009733782,0.0001574443,0.0001589314,0.00021614,0.0001858606,0.00004692327],"category_scores_gemma":[0.00009888144,0.0003342131,0.0001495995,0.0002362428,0.00002310425,0.0002164456,0.00004248413,0.0004174692,0.00002344976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000423446,"about_ca_system_score_gemma":0.0002816232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001036731,"about_ca_topic_score_gemma":0.000009938225,"domain_scores_codex":[0.9978284,0.00001387246,0.0005417468,0.000449299,0.0003339358,0.0008327788],"domain_scores_gemma":[0.99913,0.0001230368,0.0001003208,0.0001423163,0.0003605023,0.0001438091],"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":[0.00006778424,0.0001062308,0.000926463,0.006099859,0.000807061,0.00003208028,0.007648714,0.005864531,0.8761392,0.05385626,0.0006122775,0.04783954],"study_design_scores_gemma":[0.001428424,0.0001637852,0.0007454053,0.00160856,0.0001307597,0.0003890418,0.003563828,0.9168971,0.06155712,0.000412158,0.01203499,0.001068816],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6881647,0.001457977,0.301259,0.0001310678,0.0009577397,0.0007758602,0.00001073621,0.001439386,0.005803586],"genre_scores_gemma":[0.9962736,0.00004989891,0.002896551,0.00003673495,0.0002510074,0.0002049392,0.00001524355,0.00007328562,0.0001987859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9110326,"threshold_uncertainty_score":0.999911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389083356","doi":"10.3384/ecp203007","title":"Between diving, breathing and splashing: metaphors as lenses to inquire public innovation initiatives","year":2023,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","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":"École nationale d'administration publique","keywords":"Metaphor; General partnership; Government (linguistics); Public relations; Relation (database); Public sector; Boundary (topology); Knowledge management; Disruptive innovation; Public policy; Sociology; Business; Political science; Marketing; Computer science","authors":[{"name":"Caio Werneck","is_ca":false},{"name":"Isabella Brandalise","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06160974119970548,"gpt":0.2808758291347684,"spread":0.2192660879350629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00137539,0.0002780348,0.0003229999,0.001322102,0.0006584197,0.0006469579,0.0003786514,0.0002249918,0.00002675294],"category_scores_gemma":[0.001440717,0.0002875716,0.00003068914,0.004495927,0.0001695993,0.001935005,0.0006324162,0.0005982081,0.0001199716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001132903,"about_ca_system_score_gemma":0.0001593091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004081398,"about_ca_topic_score_gemma":0.000009256677,"domain_scores_codex":[0.9979554,0.000006707055,0.000421189,0.0005354158,0.0002961759,0.0007850619],"domain_scores_gemma":[0.9988386,0.00005984124,0.0002873057,0.00009163691,0.0007050436,0.00001755151],"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":[0.000007597105,0.00001223389,0.07668865,0.0001201983,0.00007838442,0.000001667203,0.002765235,1.356388e-7,0.001006599,0.8928957,0.0003317068,0.02609192],"study_design_scores_gemma":[0.001058571,0.0002108828,0.2611227,0.0006797522,0.0001443137,0.00001186635,0.01886474,0.001236958,0.006053788,0.6434196,0.06522702,0.00196976],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770752,0.00002504534,0.001158865,0.007497892,0.0001123962,0.0003722606,9.394255e-7,0.0008533116,0.01290405],"genre_scores_gemma":[0.9973519,0.00003547146,0.0002732385,0.001490148,0.0003873207,0.0001189691,0.00004400046,0.00003530887,0.0002636406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2494761,"threshold_uncertainty_score":0.9999576,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389083300","doi":"10.3384/ecp203041","title":"Unmaking the user journey. Fostering alternative Service Design futures","year":2023,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Innovative Human-Technology Interaction","field":"Computer 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":"Carleton University","funders":"","keywords":"Service design; Futures contract; Plural; Service (business); Focus (optics); Service delivery framework; Computer science; Knowledge management; Sociology; Engineering ethics; Process management; Business; Public relations; Political science; Engineering; Marketing","authors":[{"name":"Stefano Maffei","is_ca":false},{"name":"Chiara Del Gaudio","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08493835956991545,"gpt":0.3102595031099198,"spread":0.2253211435400044,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001004484,0.0002932556,0.0002265547,0.0004155032,0.0007011286,0.0007236773,0.002105166,0.0001533247,0.00002302068],"category_scores_gemma":[0.0001700564,0.0002354728,0.00005779839,0.002144554,0.0000739444,0.001269108,0.0009671396,0.00119513,0.0001682496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002703588,"about_ca_system_score_gemma":0.0002540315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003194594,"about_ca_topic_score_gemma":0.00003369383,"domain_scores_codex":[0.9976054,0.00004194678,0.0003609809,0.0006355228,0.0003840906,0.0009720381],"domain_scores_gemma":[0.9983298,0.0001676183,0.0003383511,0.0003111219,0.0008108829,0.00004220703],"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":[0.00002984575,0.00002397937,0.0001684749,0.0000522938,0.0001404239,0.00001156061,0.01701365,0.0001837198,0.05078697,0.8953601,0.001670956,0.03455808],"study_design_scores_gemma":[0.000778359,0.0004700826,0.001650908,0.0005603103,0.00003767302,0.0002864347,0.00422305,0.5792861,0.1175018,0.2799697,0.01423834,0.0009973746],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2813989,0.0001069607,0.6858153,0.02534682,0.0009612109,0.0008054233,7.902219e-7,0.002306801,0.003257818],"genre_scores_gemma":[0.99534,0.00005892793,0.00248932,0.001317535,0.0002443425,0.0001354243,0.00000166265,0.00002843829,0.0003843516],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7139411,"threshold_uncertainty_score":0.9602302,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387773786","doi":"10.3384/ecp200029","title":"A Deep Learning Approach for Fault Diagnosis of Hydrogen Fueled Micro Gas Turbines","year":2023,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Engineering Diagnostics and Reliability","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Research Executive Agency; European Commission; Universitetet i Stavanger","keywords":"Fault (geology); Flue gas; Context (archaeology); Artificial neural network; Fault detection and isolation; Engineering; Computer science; Environmental science; Artificial intelligence; Waste management","authors":[{"name":"Muhammad Baqir Hashmi","is_ca":false},{"name":"Mohammad Mansouri","is_ca":false},{"name":"Amare Desalegn Fentaye","is_ca":true},{"name":"Shazaib Ahsan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009729156214212725,"gpt":0.2135426804833651,"spread":0.2038135242691524,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003686164,0.000282181,0.0003980682,0.0002040133,0.00007764289,0.00005698429,0.000302405,0.0001938787,0.000007398426],"category_scores_gemma":[0.0003978114,0.0002874027,0.0001454636,0.0005957606,0.00005014131,0.0001041253,0.00005849753,0.0004594137,0.000005638245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009895454,"about_ca_system_score_gemma":0.00005051579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001021792,"about_ca_topic_score_gemma":0.000003411693,"domain_scores_codex":[0.9982673,0.000005086373,0.0003798013,0.0003626067,0.0001758039,0.0008094278],"domain_scores_gemma":[0.9992733,0.0001868325,0.00007632701,0.0001214985,0.000252033,0.00009001942],"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":[0.00008589697,0.0002635182,0.03131247,0.0101743,0.0008331105,0.000002899928,0.006960135,0.6915898,0.2076868,0.01359095,0.001603564,0.03589658],"study_design_scores_gemma":[0.0004189231,0.0001692062,0.0003758531,0.0001351328,0.000061271,0.000003959202,0.0001720461,0.9407546,0.05185189,0.00184078,0.003835197,0.0003811675],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773708,0.001150455,0.01829089,0.0001227734,0.0001177325,0.0006325869,0.00000519039,0.001778256,0.0005313314],"genre_scores_gemma":[0.9949609,0.0022155,0.001921124,0.000007952593,0.0001246163,0.0005612007,0.00004326873,0.0001036107,0.00006184869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2491648,"threshold_uncertainty_score":0.9999578,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2981813468","doi":"10.3384/ecp19162006","title":"Aerodynamic Performance of Natural Laminar Flow Aerofoils Applied to Low- and High-speed Wings","year":2019,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Aerodynamics and Fluid Dynamics Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Laminar flow; Airfoil; Wing; Lift-to-drag ratio; Drag; Wing loading; Swept wing; Aerospace engineering; Zero-lift drag coefficient; Thrust; Mechanics; Aerodynamics; Angle of attack; Lift-induced drag; Physics; Engineering","authors":[{"name":"Ramón López Pereira","is_ca":true},{"name":"Jose Martinez Lucci","is_ca":false},{"name":"Fermín Navarro-Medina","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003408388539518762,"gpt":0.1900241752316204,"spread":0.1866157866921016,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003404984,0.0003367928,0.0004665407,0.0002591963,0.00007883977,0.0001128137,0.0004404312,0.0001661248,0.00003382433],"category_scores_gemma":[0.00002272158,0.0003495946,0.00005124059,0.0004929682,0.00008095833,0.0002446614,0.000175108,0.0007355557,0.00004928093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002396166,"about_ca_system_score_gemma":0.00010644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001896348,"about_ca_topic_score_gemma":0.00003117765,"domain_scores_codex":[0.9977763,0.000004430829,0.0003842109,0.0004874242,0.0003796481,0.000968022],"domain_scores_gemma":[0.9993104,0.00003568159,0.00006671921,0.0002028803,0.0002413537,0.0001429244],"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":[0.0001316939,0.00002826876,0.002667515,0.001277157,0.00009461133,6.793432e-7,0.00121508,0.005444308,0.9471762,0.02809781,0.00003070632,0.01383604],"study_design_scores_gemma":[0.0005669636,0.0002632113,0.01162915,0.0002695417,0.00001512766,0.000008027496,0.0001194467,0.9802073,0.006054216,0.0003543492,0.00006410646,0.0004485992],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964875,0.0001609533,0.0005758498,0.0001094836,0.0001467974,0.0005957913,0.000005893306,0.0002110024,0.001706724],"genre_scores_gemma":[0.998197,0.0003743317,0.0007764517,0.00003619797,0.00004813953,0.0000291597,0.0000189431,0.00006841525,0.0004513366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.974763,"threshold_uncertainty_score":0.9998956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411929639","doi":"10.3384/ecp214009","title":"Exploring Leadership and Cultural Training Experiences of Ice Hockey Coaches","year":2025,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Psychosocial Factors Impacting Youth","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; Cape Breton University","funders":"","keywords":"Ice hockey; Training (meteorology); Psychology; Computer science; Applied psychology; Physical medicine and rehabilitation; Meteorology; Geography; Medicine","authors":[{"name":"Lynn LeVatte","is_ca":true},{"name":"Christina Philipps","is_ca":true},{"name":"Shaun Ranni","is_ca":true},{"name":"Kristin O’Rourke","is_ca":true},{"name":"Sarah MacRae","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.316246334294683,"gpt":0.3609671309184058,"spread":0.0447207966237228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008125681,0.0001926084,0.0003204217,0.0001658682,0.0005903843,0.0002501374,0.0003973959,0.0001313508,0.0000195859],"category_scores_gemma":[0.001357083,0.0001945246,0.00006365707,0.0006597395,0.0005796149,0.0009430323,0.00005490376,0.0004228294,0.000001279483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001847343,"about_ca_system_score_gemma":0.0007182823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005640025,"about_ca_topic_score_gemma":0.0001752046,"domain_scores_codex":[0.9980631,0.00004041182,0.0003037299,0.0003838783,0.0003358731,0.0008729906],"domain_scores_gemma":[0.9991506,0.0002282622,0.0001940592,0.00006867659,0.0002419068,0.0001164539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002529632,0.00001532064,0.005065283,0.00007016097,0.00003725652,1.54128e-7,0.8803692,1.758138e-7,0.002755864,0.09549224,0.00002771641,0.01614134],"study_design_scores_gemma":[0.0002303076,0.00007093155,0.0009497536,0.0004172364,0.00002765029,6.454166e-7,0.9892924,0.00006451415,0.003273029,0.003897958,0.001544671,0.0002309297],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809813,0.0004873179,0.0001781307,0.001711425,0.0002805261,0.0002185423,6.697927e-7,0.0001803698,0.01596172],"genre_scores_gemma":[0.9987074,0.0004507981,0.0001107231,0.0001076319,0.000147257,0.00006705431,8.163776e-7,0.00001044309,0.000397893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1089232,"threshold_uncertainty_score":0.7932484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3190354679","doi":"10.3384/ecp183159","title":"Experimental Analysis of the Dorabella Cipher with Statistical Language Models","year":2021,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Fractal and DNA sequence analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"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; Alberta Machine Intelligence Institute","keywords":"Computer science; Cipher; Decipherment; nobody; Running key cipher; DECIPHER; Simple (philosophy); Stream cipher; Natural language; Theoretical computer science; Natural language processing; Programming language; Artificial intelligence; Cryptography; Algorithm; Linguistics; Computer security; Encryption","authors":[{"name":"Bradley Hauer","is_ca":false},{"name":"Colin Choi","is_ca":false},{"name":"Anirudh S. Sundar","is_ca":false},{"name":"Abram Hindle","is_ca":false},{"name":"Scott Smallwood","is_ca":true},{"name":"Grzegorz Kondrak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008186229678666536,"gpt":0.2441594775895423,"spread":0.2359732479108758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008205116,0.0001316986,0.0002174932,0.00004334591,0.00006680051,0.00004013518,0.00020024,0.00007889838,0.0001044082],"category_scores_gemma":[0.00003014789,0.00009228943,0.000120263,0.0005605773,0.0001095658,0.000009869691,0.0001021852,0.0001383439,0.000001008327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002692708,"about_ca_system_score_gemma":0.0002734589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006550337,"about_ca_topic_score_gemma":0.0001239673,"domain_scores_codex":[0.9989852,0.00001352979,0.0001691527,0.0003430897,0.0001979851,0.0002910696],"domain_scores_gemma":[0.9994487,0.000007423895,0.00009905473,0.0001805773,0.0002184113,0.00004583754],"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":[0.00004760528,0.00006728776,0.002391176,0.00001395131,0.000709274,0.00000192023,0.0005247293,0.0002225812,0.9856084,0.009915899,0.00004390669,0.000453256],"study_design_scores_gemma":[0.0002693714,0.000192088,0.0007657345,0.00002645285,0.0006098819,0.0000109287,0.00183501,0.01420395,0.9810452,0.0005275238,0.0003020573,0.0002117713],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904321,0.0008984028,0.005896376,0.0001545013,0.00001110803,0.0000640415,0.000009985913,0.000009330091,0.002524154],"genre_scores_gemma":[0.9985911,0.00005401695,0.0003651853,0.0001573521,0.00002913986,0.00001409773,0.00005564989,0.00001078643,0.0007226737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01398137,"threshold_uncertainty_score":0.3763454,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400586149","doi":"10.3384/ecp209003","title":"Examining the Role of Hockey Leadership to Foster Inclusive Coaching Practices: Discussions from Atlantic Canada","year":2024,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Athletic Training and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; Cape Breton University","funders":"","keywords":"Coaching; Thematic analysis; Diversity (politics); Mentorship; Context (archaeology); Inclusion (mineral); Psychology; Focus group; Leadership development; Ice hockey; Medical education; Qualitative research; Pedagogy; Public relations; Political science; Sociology; Medicine; Social psychology; Geography","authors":[{"name":"Lynn LeVatte","is_ca":true},{"name":"Christina Phillips","is_ca":true},{"name":"Shaun Ranni","is_ca":true},{"name":"Sarah MacRae","is_ca":true},{"name":"Kristin O’Rourke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1230352520096899,"gpt":0.3801163420912871,"spread":0.2570810900815972,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009294115,0.0002177046,0.0002760111,0.0001006085,0.0007830443,0.00008613143,0.0004356941,0.0001500479,0.0001701903],"category_scores_gemma":[0.001413877,0.0001485172,0.00003984027,0.0004056263,0.00005265292,0.0002185909,0.0002039705,0.001568019,0.00003658043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005536941,"about_ca_system_score_gemma":0.0051082,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1726987,"about_ca_topic_score_gemma":0.1366517,"domain_scores_codex":[0.9976501,0.0001095277,0.0005010245,0.0004765134,0.0003744355,0.0008883704],"domain_scores_gemma":[0.9975152,0.001504524,0.0004001065,0.0001914042,0.0002407002,0.0001480594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001642571,0.00007179289,0.08868302,0.001103849,0.0003744717,0.000004388875,0.7286167,0.00001050919,0.037332,0.07233638,0.01660611,0.05469649],"study_design_scores_gemma":[0.0003842465,0.0002715093,0.01167259,0.00768045,0.000306127,0.000009623099,0.7902955,0.01240703,0.0007535161,0.01388954,0.1616774,0.0006524376],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9481769,0.001178433,0.001058735,0.0401442,0.0007101633,0.0007831071,0.00001407075,0.0001828023,0.007751641],"genre_scores_gemma":[0.9966668,0.00003776031,0.0002238847,0.001625964,0.0005791123,0.0001680833,0.00002545061,0.00003805363,0.0006349003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1450713,"threshold_uncertainty_score":0.9061726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400586093","doi":"10.3384/ecp209005","title":"Puck Possessions and Team Success in the NHL","year":2024,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Sports Analytics and Performance","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Possession (linguistics); Offensive; Psychology; Computer science; Operations research; Engineering","authors":[{"name":"Miles Pitassi","is_ca":true},{"name":"Tim Brecht","is_ca":true},{"name":"Mingyue Xie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02321899379850345,"gpt":0.2417186015501405,"spread":0.218499607751637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007414059,0.0001424,0.0002153008,0.000222938,0.0001217846,0.0005730729,0.0002836885,0.00008386237,0.0001565905],"category_scores_gemma":[0.00003692434,0.0001162601,0.00004598677,0.0004602633,0.00005610449,0.0003623897,0.00004877161,0.0005083634,0.00005423577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007049389,"about_ca_system_score_gemma":0.00008542302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001938429,"about_ca_topic_score_gemma":0.00007224319,"domain_scores_codex":[0.9987536,0.000001951595,0.0003540259,0.0003950315,0.00004950562,0.0004458614],"domain_scores_gemma":[0.9997054,0.00003501038,0.00008379695,0.0001037569,0.00003115298,0.0000408804],"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":[0.00000341532,0.00001923564,0.05981038,0.00008712354,0.00001546122,0.000002101559,0.002428894,0.000003672261,0.00002877349,0.9349011,0.0005726387,0.002127212],"study_design_scores_gemma":[0.0004755644,0.0002327522,0.07934109,0.0005315685,0.00002569373,0.00008908929,0.001404842,0.2908297,0.00007945496,0.2989268,0.3272879,0.0007755441],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9450004,0.007954207,0.0005679551,0.005254894,0.0001788792,0.0002305487,0.000009338456,0.00007591588,0.04072782],"genre_scores_gemma":[0.9963283,0.002329568,0.00002485126,0.0002936256,0.000120125,0.00003626335,0.000004306353,0.0000153429,0.0008476241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6359743,"threshold_uncertainty_score":0.5526155,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4284969973","doi":"10.3384/ecp1892","title":"Italian Language Resources. From CLARIN-IT to the VLO and Back: Sketching a Methodology for Monitoring LRs Visibility","year":2022,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Linguistic Studies and Language Acquisition","field":"Computer 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":"Canarie","funders":"Ministero dell'Università e della Ricerca","keywords":"Visibility; Computer science; Geography; Meteorology","authors":[{"name":"Dario Del Fante","is_ca":false},{"name":"Francesca Frontini","is_ca":true},{"name":"Monica Monachini","is_ca":false},{"name":"Valeria Quochi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03825566557559015,"gpt":0.3029474814319139,"spread":0.2646918158563238,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001590423,0.0002014551,0.000274961,0.00008559821,0.0008128287,0.0003274747,0.0009707353,0.00005740172,0.00005421714],"category_scores_gemma":[0.0006623431,0.0001711508,0.00007064982,0.0003368208,0.00003746014,0.0001419964,0.001109305,0.0004931465,0.000004914476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002071269,"about_ca_system_score_gemma":0.00009658781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007515167,"about_ca_topic_score_gemma":0.00005612542,"domain_scores_codex":[0.9979652,0.00007278077,0.0002905845,0.0007416219,0.0002729141,0.0006569041],"domain_scores_gemma":[0.9988245,0.0004854644,0.0001477404,0.0002980498,0.0001550274,0.00008924928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003268633,0.0001472503,0.006983286,0.00023834,0.0004688822,0.00001778366,0.568048,0.0001130975,0.03657398,0.1309102,0.002700682,0.2534716],"study_design_scores_gemma":[0.005628449,0.004818429,0.02422867,0.0006861698,0.0005468497,0.0002456288,0.2121601,0.1878359,0.02261398,0.163178,0.3738475,0.004210353],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8188859,0.002429415,0.1660675,0.01025629,0.0006166602,0.0008653473,0.00001736559,0.0001945212,0.0006670235],"genre_scores_gemma":[0.9726595,0.00002587179,0.02498073,0.001355362,0.0005309001,0.0002309455,0.000004455338,0.00001651195,0.0001956928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3711468,"threshold_uncertainty_score":0.6979327,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400471227","doi":"10.3384/ecp210006","title":"The SSH Open Marketplace and CLARIN","year":2024,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Research Data Management Practices","field":"Computer 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":"Canarie","funders":"","keywords":"Serendipity; Workflow; Computer science; World Wide Web; Resource (disambiguation); Data science; Open source; Open science; Open research; Knowledge management; Software; Database","authors":[{"name":"Alexander K ̈onig","is_ca":true},{"name":"Laure Barbot","is_ca":false},{"name":"Cristina Grisot","is_ca":false},{"name":"Michael Kurzmeier","is_ca":false},{"name":"Edward J. Gray","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05308376761307825,"gpt":0.3454764151625328,"spread":0.2923926475494545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.003131306,0.0001687526,0.0001326107,0.0001126404,0.0004868794,0.03347789,0.004532535,0.00005828851,0.00001234855],"category_scores_gemma":[0.000441134,0.0001227793,0.00002676426,0.000629241,0.0001018227,0.01957557,0.003645468,0.0007552857,0.00003571948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001078509,"about_ca_system_score_gemma":0.0004610368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008136263,"about_ca_topic_score_gemma":0.00004977076,"domain_scores_codex":[0.9977901,0.0000394973,0.0002125786,0.0007732644,0.0003904445,0.0007941382],"domain_scores_gemma":[0.998913,0.0003923123,0.00007128304,0.0003898361,0.0001313384,0.0001022128],"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":[0.00001092103,0.000006624751,0.00009412855,0.000061926,0.00004129822,0.000004302398,0.0002157057,1.092464e-7,0.0003398158,0.9171441,0.002377172,0.07970387],"study_design_scores_gemma":[0.0001736432,0.0001610039,0.0004517838,0.0001697671,0.00001494059,0.00004584392,0.0001853692,0.1147157,0.0003133236,0.09438733,0.78912,0.0002612787],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02294467,0.01405754,0.5635227,0.1715478,0.0008158933,0.00315735,0.000004535362,0.001770968,0.2221786],"genre_scores_gemma":[0.9742888,0.008826879,0.002198725,0.0002684882,0.00008140815,0.000144345,0.000001935316,0.00001854024,0.01417087],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9513441,"threshold_uncertainty_score":0.9941371,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4294739740","doi":"10.3384/ecp191002","title":"Puck and Player Tracking: Challenges and Opportunities","year":2022,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Video Analysis and Summarization","field":"Computer 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":"University of Waterloo","funders":"","keywords":"Computer science; Tracking (education)","authors":[{"name":"Tim Brecht","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06108070508056294,"gpt":0.2357427206794592,"spread":0.1746620155988963,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005216046,0.0001440213,0.0001940096,0.0001631967,0.0003959108,0.0003274253,0.0003614846,0.00004094758,0.00002189733],"category_scores_gemma":[0.0000274199,0.000149067,0.00002843778,0.0001422882,0.00004245925,0.0006080242,0.0004189425,0.0003125725,6.704179e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005355245,"about_ca_system_score_gemma":0.0001466962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008454672,"about_ca_topic_score_gemma":0.00000861907,"domain_scores_codex":[0.9986948,0.00002177247,0.0001926638,0.0004552075,0.0002596096,0.0003759291],"domain_scores_gemma":[0.9995491,0.00003275997,0.0001123398,0.0001077976,0.0001182017,0.00007983348],"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":[0.000004128897,0.00001692963,0.0003423049,0.00002991972,0.00002452217,0.000001822345,0.004910813,0.000002522775,0.0006208243,0.7918303,0.00004715434,0.2021688],"study_design_scores_gemma":[0.001507773,0.001615476,0.01091326,0.000140605,0.0001351408,0.0004399639,0.01197682,0.568359,0.001451007,0.2589656,0.1427383,0.001757114],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7954156,0.04400877,0.07465424,0.06244542,0.0002957312,0.0007570843,0.000004612151,0.000980885,0.02143759],"genre_scores_gemma":[0.9921079,0.006807478,0.0002965558,0.0003409023,0.00003247235,0.00004440867,0.000002463086,0.000009100207,0.0003587462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5683565,"threshold_uncertainty_score":0.6078776,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400471229","doi":"10.3384/ecp210012","title":"Analyses of information security standards on data crawled from company web sites using SweClarin resources","year":2024,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Information and Cyber Security","field":"Computer 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":"Engineering Link (Canada)","funders":"","keywords":"Computer science; Credibility; Reading (process); Knowledge management; Social media; Set (abstract data type); Data science; World Wide Web; Political science","authors":[{"name":"Arne Jönsson","is_ca":false},{"name":"Subhomoy Bandyopadhyay","is_ca":true},{"name":"Svjetlana Pantic Dragisic","is_ca":true},{"name":"Andrea Fried","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0553063492978226,"gpt":0.3303126388486359,"spread":0.2750062895508134,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008845566,0.000234118,0.0003132369,0.0003830151,0.0001718445,0.001226756,0.001574492,0.0001307342,0.00006179402],"category_scores_gemma":[0.0001755672,0.0002155681,0.00007155651,0.0008305789,0.00006828541,0.004075498,0.0005633507,0.000575969,0.00002214334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002196665,"about_ca_system_score_gemma":0.0009182631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000222461,"about_ca_topic_score_gemma":0.00004936416,"domain_scores_codex":[0.9977525,0.00002354609,0.0005876094,0.0004084189,0.0007739571,0.0004539288],"domain_scores_gemma":[0.9985456,0.0000899181,0.000270231,0.0004680418,0.0005442514,0.00008191395],"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":[0.0001265802,0.0001223119,0.000772799,0.000848595,0.0004076436,0.000003101497,0.05523938,0.00009107671,0.03409793,0.8745441,0.00345172,0.03029473],"study_design_scores_gemma":[0.0002711816,0.000107517,0.00023922,0.0003694356,0.00004066636,0.00000576322,0.0004384776,0.9568454,0.01016824,0.01214779,0.01908671,0.0002795857],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.897014,0.0006560914,0.0928579,0.0009165891,0.0002249195,0.0003068592,0.0002149618,0.000705155,0.007103539],"genre_scores_gemma":[0.9974763,0.00008742281,0.002046799,0.00019428,0.00007506461,0.000005047208,0.00009656215,0.000007766024,0.00001079081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9567543,"threshold_uncertainty_score":0.99981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386605098","doi":"10.3384/ecp201.2","title":"Professionalism &amp; Leadership Development in Ice Hockey","year":2023,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; Cape Breton University","funders":"","keywords":"Coaching; Ice hockey; Psychology; Field hockey; Inclusion (mineral); Diversity (politics); Applied psychology; Leadership development; Qualitative research; Training (meteorology); Medical education; Public relations; Social psychology; Political science; Sociology; Geography; Football; Medicine; Social science","authors":[{"name":"Lynn LeVatte","is_ca":true},{"name":"Christina Phillips","is_ca":true},{"name":"Kristin O'Rourke","is_ca":true},{"name":"Shaun Ranni","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1933227487501038,"gpt":0.3611533521282961,"spread":0.1678306033781923,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002187038,0.0002042979,0.0002555652,0.000308591,0.0007598423,0.0001663491,0.0004915865,0.0002706051,0.0003178481],"category_scores_gemma":[0.00043147,0.0002207456,0.00005098887,0.001536467,0.0001477808,0.0003754392,0.0001075312,0.0005982041,0.0005229769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005870241,"about_ca_system_score_gemma":0.003181762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003647131,"about_ca_topic_score_gemma":0.004661066,"domain_scores_codex":[0.9968805,0.00004408311,0.0003932455,0.0004496017,0.0007078497,0.00152467],"domain_scores_gemma":[0.9993361,0.00007945656,0.0001298443,0.00006720965,0.0002557611,0.0001316772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004820418,0.00008779867,0.2851374,0.00014808,0.00004938276,0.000007959287,0.4352556,8.062075e-7,0.0007252331,0.2430951,0.003815634,0.03162883],"study_design_scores_gemma":[0.0009838564,0.00003830293,0.1789732,0.0007071313,0.00001777,0.000001886313,0.05529192,0.0000771796,0.0005345389,0.02350641,0.738592,0.001275834],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614505,0.0001154854,0.00004647112,0.007993297,0.0002772,0.0005005713,5.535264e-7,0.0005631897,0.02905273],"genre_scores_gemma":[0.9682333,0.0001719442,0.0001775884,0.000352277,0.0001598819,0.0001486081,0.00002729812,0.00002251168,0.03070654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7347764,"threshold_uncertainty_score":0.9001744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001664122","doi":"10.3384/ecp09430037","title":"Modelica Library for Improved Spacecraft Resource Budgeting","year":2009,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Spacecraft Design and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Space Agency","funders":"","keywords":"Modelica; Spacecraft; Computer science; Resource (disambiguation); Aerospace engineering; Systems engineering; Simulation; Engineering","authors":[{"name":"Niccolo Cymbalist","is_ca":true},{"name":"Marc-Andre Lauriault","is_ca":true},{"name":"Chahé Adourian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007868081544477837,"gpt":0.2004314022798485,"spread":0.1925633207353706,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001621398,0.0003250829,0.0003375819,0.0002145461,0.0001324593,0.0001696895,0.0004489058,0.0003109913,0.00002864967],"category_scores_gemma":[0.00006659502,0.0003499908,0.0001043526,0.0003545401,0.00003950752,0.0003650311,0.00003997487,0.0006246078,0.00001030721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009761417,"about_ca_system_score_gemma":0.0001011621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001105411,"about_ca_topic_score_gemma":0.000001588905,"domain_scores_codex":[0.998065,0.000003602028,0.0003002981,0.000438707,0.0001019672,0.001090418],"domain_scores_gemma":[0.999519,0.00004340375,0.00006998124,0.0001755417,0.00007882689,0.0001132778],"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":[0.0001593855,0.00007122716,0.0001544185,0.0002474906,0.0001276905,0.000001931363,0.001093489,0.0001989078,0.6369099,0.2016801,0.02389643,0.1354591],"study_design_scores_gemma":[0.0008425243,0.0005230664,0.00004990066,0.000120619,0.00003915632,0.00002640751,0.0002046318,0.7417803,0.06776112,0.05159279,0.1363698,0.0006897209],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.384122,0.004854323,0.4587919,0.03961743,0.0004275442,0.004191475,0.00002732444,0.02580869,0.08215932],"genre_scores_gemma":[0.9922622,0.0002258712,0.005836603,0.0004973264,0.0002041563,0.0001042211,0.00001786056,0.00008206609,0.0007697403],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7415813,"threshold_uncertainty_score":0.9998952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411929598","doi":"10.3384/ecp214005","title":"Individual Puck Possessions Part II","year":2025,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Sports Performance and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Computer science","authors":[{"name":"Fauzan Lodhi","is_ca":true},{"name":"Sebastian Negulescu","is_ca":true},{"name":"Miles Pitassi","is_ca":true},{"name":"Evan Iaboni","is_ca":true},{"name":"Tim Brecht","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02357874480227256,"gpt":0.2960136024940899,"spread":0.2724348576918173,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003134633,0.0002228295,0.000342493,0.0002660212,0.0003995782,0.00008794122,0.0002049249,0.0001694357,0.0002578192],"category_scores_gemma":[0.0000698414,0.000200786,0.00009296925,0.0005764198,0.0000844234,0.0002455201,0.0001337313,0.000777097,0.0000230133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001117487,"about_ca_system_score_gemma":0.001177744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001110257,"about_ca_topic_score_gemma":0.000006129116,"domain_scores_codex":[0.9981741,0.000001596785,0.000346424,0.0004203714,0.000278971,0.0007785486],"domain_scores_gemma":[0.9993495,0.00001360612,0.0001036115,0.0001501018,0.0002674613,0.0001156817],"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":[0.0003673663,0.0005201277,0.5153446,0.0006497435,0.0006656793,0.00002075115,0.007184806,0.00000169167,0.007560338,0.3519624,0.01236949,0.1033529],"study_design_scores_gemma":[0.008415029,0.002779138,0.3661556,0.007266666,0.001497627,0.0003913413,0.006786878,0.004875796,0.02772718,0.02390102,0.54857,0.001633765],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.948712,0.0003969729,0.00008818997,0.004173471,0.0001866798,0.0003359298,0.000001443677,0.0003046408,0.04580066],"genre_scores_gemma":[0.9908135,0.0002475845,0.0002302643,0.001553677,0.0002090049,0.00007296153,0.00003202972,0.00001866884,0.006822329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5362005,"threshold_uncertainty_score":0.8187815,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411929628","doi":"10.3384/ecp214003","title":"Individual Puck Possessions Part I","year":2025,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Sports Performance and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Computer science","authors":[{"name":"Evan Iaboni","is_ca":true},{"name":"Sebastian Negulescu","is_ca":true},{"name":"Miles Pitassi","is_ca":true},{"name":"Fauzan Lodhi","is_ca":true},{"name":"Tim Brecht","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02427406577438969,"gpt":0.2993423008115842,"spread":0.2750682350371945,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002978394,0.0002062633,0.0003200106,0.0002541657,0.0002187374,0.0001056501,0.0001884124,0.000156705,0.0002342725],"category_scores_gemma":[0.00006636103,0.0001855101,0.00008756425,0.0005504096,0.00007910105,0.0002276779,0.00007961642,0.0007254518,0.00003427665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000105092,"about_ca_system_score_gemma":0.001111406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001022115,"about_ca_topic_score_gemma":0.000005341328,"domain_scores_codex":[0.9982879,0.000001596761,0.0003239052,0.0003941052,0.0002620895,0.0007304363],"domain_scores_gemma":[0.9993858,0.00001547785,0.00009425562,0.0001410921,0.0002542169,0.0001091041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002832942,0.0003183635,0.6514387,0.0005757954,0.0005099705,0.00001883495,0.003653043,0.000001258368,0.006129637,0.2381137,0.008412064,0.0905453],"study_design_scores_gemma":[0.007465685,0.001621978,0.5196065,0.006523965,0.00134693,0.0003748205,0.006633984,0.00473118,0.02450859,0.02210124,0.4036375,0.001447686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9385028,0.000419615,0.0001782935,0.003613687,0.0001931102,0.0003499776,0.000001388957,0.0003186846,0.05642238],"genre_scores_gemma":[0.9930127,0.0002455314,0.0002366273,0.001515481,0.0001945233,0.00006778534,0.00002884786,0.00001753291,0.004681003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3952254,"threshold_uncertainty_score":0.7564883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411929606","doi":"10.3384/ecp214004","title":"Position Paper","year":2025,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of Waterloo","funders":"University of Waterloo; Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Computer science","authors":[{"name":"Evan Iaboni","is_ca":true},{"name":"Sebastian Negulescu","is_ca":true},{"name":"Miles Pitassi","is_ca":true},{"name":"Amir Nazemi","is_ca":true},{"name":"Jerrin Bright","is_ca":true},{"name":"Vasyl Chomko","is_ca":true},{"name":"David A. Clausi","is_ca":true},{"name":"Sven Dickinson","is_ca":true},{"name":"Tim Brecht","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006125803963427508,"gpt":0.2449039640207018,"spread":0.2387781600572743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000149633,0.0001546159,0.0001465573,0.0001674724,0.0001760895,0.0002873902,0.0006859053,0.00007835196,0.0000490766],"category_scores_gemma":[0.00004942351,0.0001532937,0.00006992849,0.0004612297,0.00002971335,0.00112932,0.000170704,0.0003519586,0.0000690142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001721607,"about_ca_system_score_gemma":0.0003005902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001627816,"about_ca_topic_score_gemma":0.000003584637,"domain_scores_codex":[0.9987253,0.000008211502,0.0001786781,0.0004239227,0.0001432868,0.000520584],"domain_scores_gemma":[0.9993154,0.00002962326,0.00007284317,0.000148457,0.0003936628,0.00003997681],"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":[0.000009568409,0.00002329311,0.0002151591,0.00001720398,0.00002560993,6.498646e-7,0.0004025976,2.550692e-7,0.1427049,0.8519189,0.001402553,0.003279309],"study_design_scores_gemma":[0.001666171,0.0007057688,0.01792907,0.000878096,0.00008222139,0.00006915443,0.001157166,0.04366519,0.4141681,0.4323055,0.08610244,0.001271091],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06746601,0.0003932638,0.6364457,0.02007128,0.0005741411,0.0004284072,0.000001064929,0.0002587452,0.2743614],"genre_scores_gemma":[0.9943397,0.00005358456,0.0006045569,0.003241437,0.00003994433,0.00003379074,0.00000261993,0.000005509616,0.001678868],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9268737,"threshold_uncertainty_score":0.6251134,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}