{"meta":{"query_hash":"12837a50fe5b","filters":{"topic":"Engineering Technology and Methodologies"},"cohort_total":129,"direct_labels_cover":0,"predictions_cover":129,"exported":129,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/12837a50fe5b","api":"https://metacan.xera.ac/api/v1/cohort?topic=Engineering+Technology+and+Methodologies"},"results":[{"id":"W109904125","doi":"","title":"A Dental Assisting System for Procedures Performed by Air–Turbine Handpieces","year":2013,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ram air turbine; Turbine; Mechanical engineering; Engineering; Computer science","score_opus":0.011997784864941739,"score_gpt":0.21597900649693078,"score_spread":0.20398122163198903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W109904125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984203,0.0016295221,0.0037610938,0.000012127406,0.001650273,0.00076477224,0.000146424,0.0028264634,0.0050063552],"genre_scores_gemma":[0.9815136,0.00023523669,0.0038479958,0.000005458664,0.00009858337,0.00003933271,0.0011754944,0.00010308197,0.012981223],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99889916,0.00002255078,0.00020417754,0.00034592667,0.00012479376,0.0004033714],"domain_scores_gemma":[0.9993533,0.00013960905,0.00009579751,0.00023953509,0.00009218144,0.00007961283],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010617065,0.00039630025,0.0004382671,0.00046839056,0.00018583119,0.000028494052,0.00047017288,0.0007800837,0.000017683318],"category_scores_gemma":[0.00015052257,0.0004389089,0.00015284531,0.0003047117,0.000039772356,0.0002089358,0.000031501673,0.00044086442,0.000020367403],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014236755,0.00034351126,0.07631787,0.065492794,0.00518445,0.00037937757,0.0004915922,0.02006891,0.014471314,0.0071468055,0.7460706,0.062609084],"study_design_scores_gemma":[0.0052238754,0.00054275605,0.002495928,0.004463672,0.0017623595,3.2750253e-7,0.20291789,0.025354566,0.50171995,0.0001215944,0.25084803,0.00454905],"about_ca_topic_score_codex":0.00003384196,"about_ca_topic_score_gemma":0.005302802,"teacher_disagreement_score":0.4952226,"about_ca_system_score_codex":0.00024950545,"about_ca_system_score_gemma":0.000048127036,"threshold_uncertainty_score":0.9998063},"labels":[],"label_agreement":null},{"id":"W1170780829","doi":"","title":"Simultaneity in the Presentation of Separated Parts of an Incomplete Shape Facilitates Their Binding","year":2003,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"Simultaneity; Presentation (obstetrics); Rapid serial visual presentation; Computer science; Psychology; Medicine; Classical mechanics; Physics; Neuroscience; Surgery","score_opus":0.09848823258738487,"score_gpt":0.3647875913875952,"score_spread":0.26629935880021033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1170780829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990835,0.00006571882,0.00006497948,0.000017261083,0.00011818625,0.00018099461,0.000008961006,0.000068434725,0.00039192825],"genre_scores_gemma":[0.99464613,0.0000037897726,0.0053130253,0.000006304607,0.0000029846055,0.000015721182,0.0000032636149,0.000005907116,0.0000028919435],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99874616,0.00035086507,0.00027653208,0.00021391077,0.00014159383,0.00027091446],"domain_scores_gemma":[0.9989184,0.00069053355,0.00007244914,0.00020008025,0.00007707535,0.000041421794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017088249,0.00013537545,0.00022670695,0.00022502535,0.00006998946,0.000007062122,0.00044371886,0.000105080886,0.000012273043],"category_scores_gemma":[0.0018698454,0.00010040711,0.00002331203,0.0011880189,0.0024654819,0.00026090778,0.000038666112,0.00021524275,0.0000018689952],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005167255,0.000035817255,0.0144121675,0.00002989822,0.000009528024,0.000011865811,0.0028185986,0.057010524,0.9246449,0.0007997966,0.0000015547824,0.00022021595],"study_design_scores_gemma":[0.00012284947,0.00024287184,0.067867175,0.000022875058,0.000003894491,0.000039134902,0.0012292006,0.046074115,0.8761233,0.008160932,0.000006769931,0.00010686924],"about_ca_topic_score_codex":0.000024711984,"about_ca_topic_score_gemma":0.0000026492737,"teacher_disagreement_score":0.053455006,"about_ca_system_score_codex":0.000027597018,"about_ca_system_score_gemma":0.000049593058,"threshold_uncertainty_score":0.9084171},"labels":[],"label_agreement":null},{"id":"W1602710530","doi":"","title":"Kalman filtering of acoustic emission signal generated by laser-material interactions","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Acoustic emission; Kalman filter; Laser; Acoustics; SIGNAL (programming language); Representation (politics); Signature (topology); Materials science; Computer science; Optics; Physics; Mathematics; Artificial intelligence","score_opus":0.01924715637645288,"score_gpt":0.254845846201331,"score_spread":0.2355986898248781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1602710530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9177041,0.00004794607,0.078681394,0.00007067241,0.00040070465,0.000049247163,0.000028720582,0.00076984917,0.0022473338],"genre_scores_gemma":[0.9624302,0.000033883647,0.037142146,0.0000072001826,0.00009259135,0.000011738176,0.000016984584,0.00001892216,0.00024638194],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99953413,0.00001571169,0.00015944101,0.00008891375,0.0000481498,0.0001536407],"domain_scores_gemma":[0.99975747,0.000045559605,0.00001925413,0.00013134314,0.000015632935,0.00003072274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000081718004,0.000100458245,0.00013134361,0.00007317415,0.000027800897,0.000006456257,0.00011228259,0.00009754033,0.0004880922],"category_scores_gemma":[0.000044387598,0.00009987789,0.000026861993,0.00008063978,0.000025836334,0.00007683366,0.000030652584,0.00014680722,0.000009707093],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000072924977,0.000010444279,0.0000068354066,0.000029078275,0.000017770686,0.0000012529281,0.000031852393,0.0660449,0.91775876,0.000017616436,0.008736343,0.00733783],"study_design_scores_gemma":[0.00009842116,0.000020523341,0.00002485774,0.000028015838,0.000010394019,0.000007730364,0.0000133015465,0.046882827,0.9458275,0.0000937187,0.0068989974,0.000093714225],"about_ca_topic_score_codex":0.0000011609427,"about_ca_topic_score_gemma":0.0000015682482,"teacher_disagreement_score":0.044726018,"about_ca_system_score_codex":0.000029472314,"about_ca_system_score_gemma":0.000004392719,"threshold_uncertainty_score":0.53442675},"labels":[],"label_agreement":null},{"id":"W164929889","doi":"","title":"Ближайшая и отдаленная эффективность реваскуляризации миокарда у больных с изолированным критическим стенозом одной из коронарных артерий","year":2012,"lang":"ru","type":"article","venue":"Медицинский вестник Башкортостана","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Angina; Cardiology; Internal medicine; Revascularization; Coronary artery disease; Canadian Cardiovascular Society; Bypass grafting; Artery; Stent; Coronary arteries; Surgery; Myocardial infarction","score_opus":0.04987549244971395,"score_gpt":0.27799120518309545,"score_spread":0.2281157127333815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W164929889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42977542,0.16780335,0.16178316,0.008726142,0.06608496,0.0066314936,0.0013273513,0.030626921,0.12724122],"genre_scores_gemma":[0.9081817,0.0064511774,0.06690118,0.0009883227,0.004900995,0.0004974811,0.00026502993,0.0011082048,0.010705877],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9863088,0.00081061415,0.00267176,0.0022251445,0.0015174681,0.0064661987],"domain_scores_gemma":[0.99104166,0.0016500601,0.00069819257,0.0044352934,0.000387709,0.0017870861],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00418931,0.0031866564,0.0032138037,0.0018529617,0.0009243703,0.00037071324,0.0032842834,0.0041605686,0.0031480948],"category_scores_gemma":[0.002507181,0.0034440076,0.0013824657,0.0026662652,0.0011679688,0.001936516,0.0014964308,0.0049583456,0.007646828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012280451,0.0047157025,0.043971825,0.007236542,0.009497997,0.0014170604,0.014352637,0.04063945,0.10843485,0.14863774,0.3200784,0.29978973],"study_design_scores_gemma":[0.0055188355,0.001040477,0.03168268,0.0016430599,0.002146067,0.0010266063,0.0031259404,0.0074458467,0.089937195,0.0058318833,0.84136254,0.009238866],"about_ca_topic_score_codex":0.00027658098,"about_ca_topic_score_gemma":0.00007884005,"teacher_disagreement_score":0.5212841,"about_ca_system_score_codex":0.0010466488,"about_ca_system_score_gemma":0.00033288452,"threshold_uncertainty_score":0.9980861},"labels":[],"label_agreement":null},{"id":"W1715239343","doi":"","title":"STRUCTURE OF A WORK UNITS & WORK SYSTEMS","year":2007,"lang":"en","type":"article","venue":"ASAC","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Work (physics); Engineering; Mechanical engineering","score_opus":0.025982895983106404,"score_gpt":0.2366337441901366,"score_spread":0.2106508482070302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1715239343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89401305,0.0030946732,0.09975257,0.000012012281,0.001076008,0.00007677999,0.0000034382658,0.0009113619,0.0010601329],"genre_scores_gemma":[0.9852921,0.000024701074,0.014529861,0.000003464249,0.000044102064,0.0000012483276,0.0000017869589,0.00001527524,0.00008750291],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995816,0.000008513173,0.00012794968,0.00006181855,0.000049201662,0.00017092643],"domain_scores_gemma":[0.9996265,0.00011736585,0.000016107319,0.00019505301,0.000023142115,0.000021807604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015877704,0.00008134692,0.00013534568,0.000086267064,0.000011712719,0.0000029371713,0.0001277461,0.00018209446,0.0000067916944],"category_scores_gemma":[0.00011330236,0.00007552117,0.000015469794,0.00054090854,0.000029059383,0.000021576918,0.000017287019,0.00018463928,0.0000045892652],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000104606486,0.00002675869,0.033331484,0.00097273756,0.0006120814,0.00009227836,0.0014643914,0.6604252,0.1230202,0.037920717,0.017804451,0.12422513],"study_design_scores_gemma":[0.0010902579,0.00016247302,0.22530402,0.0011756398,0.00013825398,0.00006723272,0.0010900195,0.001262583,0.6886164,0.0040173763,0.075559534,0.0015161898],"about_ca_topic_score_codex":0.000002563122,"about_ca_topic_score_gemma":0.0000012958403,"teacher_disagreement_score":0.6591626,"about_ca_system_score_codex":0.000013685406,"about_ca_system_score_gemma":0.00000343779,"threshold_uncertainty_score":0.3079664},"labels":[],"label_agreement":null},{"id":"W177032209","doi":"10.1007/978-1-4020-8021-0_12","title":"Electro-Thermal-Compliant Actuators","year":2004,"lang":"en","type":"book-chapter","venue":"","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Actuator; Joule heating; Thermal; Voltage; Joule (programming language); Materials science; Mechanics; Thermal expansion; Electrical engineering; Joule effect; Mechanical engineering; Engineering; Physics; Composite material; Thermodynamics","score_opus":0.026341677572829052,"score_gpt":0.22641157268053685,"score_spread":0.2000698951077078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W177032209","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000113106886,0.0011979825,0.05387757,0.00005496316,0.0005292228,0.00015062437,0.0000062444,0.005270173,0.9388001],"genre_scores_gemma":[0.043331712,0.00312923,0.15807062,0.00017442869,0.0004441167,0.00006020151,0.00005573748,0.00064980955,0.79408413],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992169,0.0000024965034,0.00019626689,0.00020251036,0.000080945756,0.00030084213],"domain_scores_gemma":[0.9994644,0.000043435717,0.00002357135,0.00040732155,0.000014677296,0.000046608067],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008467171,0.00036841622,0.00035590635,0.00019257706,0.000026470585,0.000009314096,0.00026921427,0.0007666019,0.0009577946],"category_scores_gemma":[0.000017543049,0.0003500432,0.00012394195,0.000021527498,0.00006168288,0.000033627355,0.000039566854,0.00072580675,0.0004762238],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032589312,0.0000027843962,7.330496e-7,0.00011582411,0.00023502081,0.000046904373,0.000018022238,0.009272736,0.0017509402,0.9543475,0.0028156303,0.03139065],"study_design_scores_gemma":[0.00044122874,0.00013118351,0.000049797836,0.00034558613,0.00014795942,0.00008732233,0.00000615975,0.0006549791,0.04234892,0.36553708,0.5883643,0.0018854679],"about_ca_topic_score_codex":0.0000018933445,"about_ca_topic_score_gemma":0.0000013324731,"teacher_disagreement_score":0.58881044,"about_ca_system_score_codex":0.0001365496,"about_ca_system_score_gemma":0.00002114822,"threshold_uncertainty_score":0.9999555},"labels":[],"label_agreement":null},{"id":"W1775729564","doi":"10.5539/mas.v9n8p13","title":"Isothermal Pneumatc Molding of Dome-Shaped Parts of Anisotropic Material in Short-Time Creeping Mode","year":2015,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Education and Science of the Russian Federation; Russian Foundation for Fundamental Investigations","keywords":"Isothermal process; Blank; Materials science; Dome (geology); Anisotropy; Mechanics; Kinematics; Molding (decorative); Stress (linguistics); Composite material; Flow (mathematics); Classical mechanics; Geology; Physics; Thermodynamics; Optics","score_opus":0.039629400464648405,"score_gpt":0.27058766141438495,"score_spread":0.23095826094973654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1775729564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82710665,0.000038295355,0.17141034,0.0000051100365,0.0001147692,0.00010381093,0.000012456903,0.00024284082,0.00096575695],"genre_scores_gemma":[0.95981866,0.000007221327,0.040115453,0.0000031317518,0.000011924211,0.000021858792,0.0000017646241,0.000016107195,0.0000038532503],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989949,0.000011527667,0.00027215516,0.00020384169,0.00020084325,0.00031675352],"domain_scores_gemma":[0.9995726,0.000045326888,0.000026674807,0.00027805858,0.000026571784,0.000050764964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053376565,0.00012563742,0.00028297136,0.0002447935,0.00002373534,0.000010027339,0.00044365093,0.00010501484,0.00002257297],"category_scores_gemma":[0.00008140529,0.00012876972,0.000020813099,0.00035569444,0.00028450965,0.00012496758,0.00011823518,0.00011747238,0.0000036983572],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012357923,0.000008582497,0.000068370246,0.000030869385,0.0000033259748,0.0000011815611,0.00037192155,0.18827313,0.8074661,0.00069713633,0.000005831895,0.0030612138],"study_design_scores_gemma":[0.00013937415,0.000017765524,0.0005038224,0.000028404258,0.0000028759916,0.0000021233118,0.000046372916,0.6220609,0.37458137,0.0024964493,0.000009329396,0.00011122803],"about_ca_topic_score_codex":0.000010993321,"about_ca_topic_score_gemma":0.00000308015,"teacher_disagreement_score":0.43378776,"about_ca_system_score_codex":0.00005861677,"about_ca_system_score_gemma":0.000037205824,"threshold_uncertainty_score":0.5251077},"labels":[],"label_agreement":null},{"id":"W1810820357","doi":"10.17077/drivingassessment.1355","title":"Estimating Workload Demands of Turning Left at Intersections of Varying Complexity","year":2009,"lang":"en","type":"article","venue":"","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Workload; Computer science; Operating system","score_opus":0.05106977934547451,"score_gpt":0.28744624617495784,"score_spread":0.23637646682948332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1810820357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5263985,0.00017318873,0.46701583,0.000021653796,0.00016155044,0.000030908523,7.7486794e-7,0.0005732327,0.0056244065],"genre_scores_gemma":[0.67092335,0.000008053785,0.32902542,0.000003859527,0.000008975444,6.6414964e-7,7.014407e-7,0.000004802465,0.000024170165],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995235,0.000011721536,0.00021626266,0.00007309504,0.00004371427,0.00013171032],"domain_scores_gemma":[0.99966514,0.0001149534,0.00003439837,0.0001500784,0.000018727373,0.000016674909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016958894,0.00008547414,0.00019252213,0.000115068324,0.000033419914,0.0000018985842,0.000108434404,0.000088865214,0.000052922333],"category_scores_gemma":[0.00017422403,0.000083316365,0.000047228204,0.00011428502,0.000055926866,0.00004964612,0.000034874443,0.00015228562,0.0000015252504],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000889079,0.000016937234,0.0031740374,0.00013998972,0.000061527404,0.0000016227812,0.00053905445,0.75963086,0.21453789,0.0031237286,0.00011457952,0.018650861],"study_design_scores_gemma":[0.00024951232,0.00009620748,0.014476356,0.00030458122,0.00003005797,0.000037094538,0.00012303753,0.53860724,0.43799824,0.007835779,0.00003159638,0.0002102976],"about_ca_topic_score_codex":0.000007118145,"about_ca_topic_score_gemma":0.000007976517,"teacher_disagreement_score":0.22346033,"about_ca_system_score_codex":0.000024682,"about_ca_system_score_gemma":0.0000025468773,"threshold_uncertainty_score":0.33975428},"labels":[],"label_agreement":null},{"id":"W1840913778","doi":"","title":"The Application of the Ultrafine Technology in Improving the Biocompatibility and Osteo-inductivity of Dental Implants","year":2015,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; American Association of Endodontists Foundation","keywords":"Biocompatibility; Dentistry; Medicine; Materials science; Metallurgy","score_opus":0.08009315002076774,"score_gpt":0.299856798517762,"score_spread":0.21976364849699426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1840913778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99727416,0.00022839819,0.0018153902,0.00012480507,0.0001320677,0.0002788447,0.000008912254,0.00012475866,0.000012689462],"genre_scores_gemma":[0.99982613,0.00002836775,0.000105527826,0.0000032790665,0.000007206383,0.0000025161564,7.939478e-7,0.000009751335,0.00001645123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999235,0.00012756349,0.00017857664,0.00016691364,0.00010600275,0.00018597687],"domain_scores_gemma":[0.9991105,0.00018687699,0.00009462935,0.0005327563,0.000047713136,0.000027495451],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007485913,0.00012527475,0.00018248714,0.00016190975,0.00007897753,0.000012206742,0.0006613853,0.00018758475,1.2013166e-7],"category_scores_gemma":[0.0001902724,0.00008169601,0.000034671404,0.0004988049,0.0003865189,0.00019377437,0.0002857726,0.0004686208,8.2632477e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020981106,0.000014113327,0.95572555,0.000038596736,0.000018302613,0.0000017176384,0.00013924539,0.00043878297,0.038551528,0.00028043278,5.739166e-8,0.004770678],"study_design_scores_gemma":[0.00033711223,0.000036000034,0.84380126,0.000032111977,0.000019965131,0.00002359207,0.00084009505,0.000025486945,0.15406103,0.0006913364,0.000042395426,0.00008962408],"about_ca_topic_score_codex":0.0000114835175,"about_ca_topic_score_gemma":0.0012113694,"teacher_disagreement_score":0.1155095,"about_ca_system_score_codex":0.000073187635,"about_ca_system_score_gemma":0.000023551176,"threshold_uncertainty_score":0.33314666},"labels":[],"label_agreement":null},{"id":"W1855546467","doi":"10.1111/j.1601-5223.1961.tb01787.x","title":"CENTROMERE-LIKE BEHAVIOUR OF NON-CENTROMERIC BODIES","year":2009,"lang":"en","type":"article","venue":"Hereditas","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Genetics","funders":"","keywords":"Library science; Centromere; Citation; Biology; Genetics; Chromosome; Computer science; Gene","score_opus":0.014795315324187788,"score_gpt":0.2447789083801742,"score_spread":0.2299835930559864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1855546467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96270657,0.0038470489,0.025305565,0.00015075033,0.0020971978,0.00017327147,0.000022649885,0.0017542177,0.0039427304],"genre_scores_gemma":[0.9751034,0.00027332295,0.024434589,0.000016128866,0.00007315627,0.0000060435254,0.0000064109163,0.00001587601,0.00007110356],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99936324,0.000010211766,0.00017598318,0.00010871208,0.00008081094,0.0002610627],"domain_scores_gemma":[0.9996352,0.000034934405,0.000024588158,0.00024734865,0.000019947776,0.00003797342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009137874,0.00013603033,0.00023055416,0.00010245649,0.000020710691,0.0000044087565,0.000171203,0.00013887977,0.000044957807],"category_scores_gemma":[0.000045078465,0.00013417119,0.000059668615,0.000116825206,0.000045456552,0.00006129468,0.000017530878,0.0001816156,0.000021895868],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076996854,0.00045560583,0.014241813,0.00060671236,0.00056107,0.00023572944,0.0016370318,0.040385943,0.37274647,0.0054885074,0.13446863,0.42909548],"study_design_scores_gemma":[0.0013959163,0.0005929642,0.82183206,0.00016554353,0.00017205256,0.00007931713,0.00055904756,0.006099384,0.14762154,0.0036142152,0.016912378,0.0009555471],"about_ca_topic_score_codex":0.000003996067,"about_ca_topic_score_gemma":7.71915e-7,"teacher_disagreement_score":0.8075903,"about_ca_system_score_codex":0.000022797301,"about_ca_system_score_gemma":0.0000065191875,"threshold_uncertainty_score":0.5471342},"labels":[],"label_agreement":null},{"id":"W1932201631","doi":"10.1109/aim.1997.652898","title":"Modeling system integration of manufacturing automation","year":2002,"lang":"en","type":"article","venue":"","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Automation; Grippers; System integration; Computer science; Redundancy (engineering); Robot; Manufacturing engineering; Systems engineering; Computer-integrated manufacturing; Machine tool; Software; Software engineering; Engineering; Artificial intelligence; Operating system","score_opus":0.04862705272007331,"score_gpt":0.2352168468670703,"score_spread":0.186589794146997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1932201631","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30891138,0.00009660752,0.6851143,0.0000064313576,0.0001175899,0.00002890006,2.7432586e-7,0.0016658248,0.0040586833],"genre_scores_gemma":[0.9196835,0.000025997559,0.08023218,8.839604e-7,0.000009365421,0.000005273399,7.101001e-7,0.000007258234,0.000034790817],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997215,0.000006434769,0.00012179723,0.000045277047,0.000035134413,0.000069814574],"domain_scores_gemma":[0.9998572,0.000015973152,0.0000073170822,0.00010292624,0.000008521981,0.000008091175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000843824,0.000054194184,0.0000807077,0.00008679018,0.000011183473,0.0000029048379,0.000055581837,0.00007783962,0.000016062919],"category_scores_gemma":[0.000019525094,0.00004871983,0.000018803119,0.000040684172,0.0000045360134,0.000067662375,0.000007230818,0.00006862928,0.000010838639],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[2.7182173e-7,0.0000016240097,0.0000016449676,0.000096288124,0.000008645496,3.6818696e-7,0.00007132347,0.962322,0.01347193,0.0046469574,0.00003148579,0.019347453],"study_design_scores_gemma":[0.000027403325,0.0000036362792,0.000022222468,0.000025610623,0.000002906616,0.0000028328138,0.00009080562,0.7306371,0.26907134,0.000073411415,0.00000767897,0.00003506749],"about_ca_topic_score_codex":0.0000044677895,"about_ca_topic_score_gemma":0.0000011264596,"teacher_disagreement_score":0.61077213,"about_ca_system_score_codex":0.000024885841,"about_ca_system_score_gemma":3.3767003e-7,"threshold_uncertainty_score":0.19867371},"labels":[],"label_agreement":null},{"id":"W1984589518","doi":"10.1111/j.1742-481x.2011.00787.x","title":"Letter: A Reliable Method of Applying a Circumferential Dressing","year":2011,"lang":"en","type":"letter","venue":"International Wound Journal","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Bandage; Surgery; Negative-pressure wound therapy; Blood supply; Wound healing","score_opus":0.04764408606684496,"score_gpt":0.29508352309856967,"score_spread":0.24743943703172472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984589518","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034461092,0.0008932678,0.9470816,0.029431775,0.011519939,0.00014424673,0.000028758213,0.00045567038,0.010100102],"genre_scores_gemma":[0.00868373,0.0013103919,0.8948816,0.06976306,0.021558033,0.00013304807,0.00013166264,0.00038262425,0.0031558608],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847203,0.000062794104,0.0005683455,0.00019042227,0.00036518567,0.00034119733],"domain_scores_gemma":[0.9991719,0.00017121148,0.0002372927,0.00024111122,0.00014428118,0.000034218832],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005676499,0.00029227987,0.00042841202,0.00061740034,0.00006637279,0.000077802266,0.0008147895,0.00082881574,0.0004044589],"category_scores_gemma":[0.00013996637,0.00028818264,0.00022926183,0.00010009931,0.000071411756,0.00017085648,0.00009068239,0.0034519073,0.00002327698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013247197,0.000012549539,0.000034900095,0.00018996361,0.00083312526,0.00039403676,0.00012889027,0.0050758766,0.003978684,0.00027992614,0.9717849,0.017273918],"study_design_scores_gemma":[0.00026566224,0.000023176646,0.00003694672,0.000381634,0.000084344116,0.0014189933,0.000011338145,0.0017267248,0.005261226,0.008433806,0.982037,0.00031911558],"about_ca_topic_score_codex":0.000011035816,"about_ca_topic_score_gemma":5.743659e-7,"teacher_disagreement_score":0.052200038,"about_ca_system_score_codex":0.00014730386,"about_ca_system_score_gemma":0.000044569533,"threshold_uncertainty_score":0.999957},"labels":[],"label_agreement":null},{"id":"W2029651663","doi":"10.1097/00005373-200508000-00176","title":"PROSPECTIVE EVALUATION OF SCREENING MULTISLICE HELICAL COMPUTED TOPMOGRAPHIC ANGIOGRAPHY IN THE INITIAL EVALUATION OF PENETRATING NECK INJURIES","year":2005,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multislice computed tomography; Medicine; Radiology; Multislice; Angiography; Helical computed tomography; Computed tomography angiography; Neck injury; Computed tomography; Poison control; Medical emergency","score_opus":0.06286511114803608,"score_gpt":0.3732023486682204,"score_spread":0.3103372375201843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029651663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859547,0.0036328274,0.009706318,0.00012629347,0.00015555728,0.00023776176,0.000005853559,0.00003519937,0.00014551639],"genre_scores_gemma":[0.9962303,0.0000922879,0.0035157593,0.000014659212,0.00012507965,0.000011544946,0.0000015250388,0.000008769954,4.728447e-8],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982747,0.00056663237,0.00046209508,0.00007478577,0.0004858738,0.00013594296],"domain_scores_gemma":[0.99810076,0.0005011829,0.000088921355,0.0001232603,0.0011627242,0.00002316491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040461314,0.0001177557,0.00021868764,0.0003305737,0.000092765644,0.000014201371,0.00012809395,0.00013082314,0.000006003816],"category_scores_gemma":[0.0011587183,0.00008205084,0.00011882831,0.00047411077,0.00024826225,0.00019052465,0.000016172253,0.00042506677,7.616213e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060883653,0.00045234905,0.18841214,0.0009905597,0.00071216736,0.0000021132057,0.036130916,0.26089755,0.009739001,0.0081986915,0.0002299379,0.49362573],"study_design_scores_gemma":[0.0012020564,0.0007589487,0.941144,0.00023822235,0.00082855433,0.000066971195,0.00476998,0.028360803,0.017740797,0.004714381,0.000017360115,0.00015792689],"about_ca_topic_score_codex":0.00003694836,"about_ca_topic_score_gemma":0.00011333443,"teacher_disagreement_score":0.75273186,"about_ca_system_score_codex":0.00003595897,"about_ca_system_score_gemma":0.000026693077,"threshold_uncertainty_score":0.33459362},"labels":[],"label_agreement":null},{"id":"W2046958699","doi":"10.4028/www.scientific.net/kem.192-195.187","title":"Structure and Composition Comparison of Bone Mineral and Apatite Layers Formed in Vitro","year":2000,"lang":"en","type":"article","venue":"Key engineering materials","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Apatite; Composition (language); Mineral; Materials science; Mineralogy; In vitro; Geochemistry; Geology; Chemistry; Metallurgy; Biochemistry; Art","score_opus":0.011114399094238654,"score_gpt":0.23234203894653574,"score_spread":0.2212276398522971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046958699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967614,0.0006096529,0.0019564554,0.000013895974,0.00017420854,0.0001095147,0.000039406434,0.00031013714,0.000025352554],"genre_scores_gemma":[0.96415794,0.00012517524,0.03563215,0.0000031080003,0.000022545382,0.000010181189,0.000021211761,0.000022830207,0.0000048502825],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993664,0.000013845774,0.00027176103,0.00011325803,0.00004851635,0.00018622006],"domain_scores_gemma":[0.999778,0.000056684723,0.000019449784,0.00010987819,0.0000065984186,0.00002938702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011484405,0.00015485894,0.0003733289,0.00015276877,0.000012090387,0.000014043721,0.000050353497,0.00015707812,0.000029847799],"category_scores_gemma":[0.000028033464,0.00016034138,0.000012405596,0.00008543114,0.00003245706,0.00008488887,0.000017932185,0.00010703285,7.648649e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026645364,0.000004548697,0.00012129235,0.0002771091,0.0000150562655,0.0000025704435,0.00022750902,0.056229457,0.939915,0.00012533423,0.000013010058,0.0030424711],"study_design_scores_gemma":[0.00037064782,0.000026483609,0.009913591,0.00007671586,0.00001190259,0.000022929846,0.000011592645,0.014678598,0.97448766,0.000105233295,0.00011275011,0.0001818802],"about_ca_topic_score_codex":0.000009658519,"about_ca_topic_score_gemma":0.000001098959,"teacher_disagreement_score":0.041550856,"about_ca_system_score_codex":0.000016887425,"about_ca_system_score_gemma":0.0000017407208,"threshold_uncertainty_score":0.65385324},"labels":[],"label_agreement":null},{"id":"W2065136805","doi":"10.1177/0954411913487841","title":"Determination of remodeling parameters for a strain-adaptive finite element model of the distal ulna","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part H Journal of Engineering in Medicine","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Finite element method; Strain (injury); Ulna; Structural engineering; Computer science; Geology; Engineering; Anatomy; Biology; Paleontology","score_opus":0.04663126481259485,"score_gpt":0.26033683413038994,"score_spread":0.21370556931779508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065136805","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3308444,0.00020303782,0.66791826,0.00013229268,0.00048104295,0.00035135864,0.000015623627,0.000029459981,0.000024511617],"genre_scores_gemma":[0.87490654,0.000093124625,0.12492129,0.0000049826463,0.000033403277,0.000018258603,5.156302e-7,0.000017718596,0.0000041705653],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982115,0.00000773983,0.0011225669,0.00010263677,0.00034733606,0.00020818837],"domain_scores_gemma":[0.99870545,0.0002444196,0.00045852063,0.00013850952,0.00040692577,0.000046151552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011182779,0.00019023784,0.00058558333,0.00030514156,0.00001526208,0.0000019537263,0.0005149772,0.00017115187,0.0000015957753],"category_scores_gemma":[0.0024230524,0.00013081526,0.00019411498,0.0003734445,0.00015414864,0.00018051476,0.00005785515,0.00041706156,3.693028e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028847997,0.00002225164,0.000010946893,0.00047836025,0.000051358365,9.005523e-8,0.00018066404,0.79997367,0.1895506,0.008789964,0.000036827125,0.0008764261],"study_design_scores_gemma":[0.00074943964,0.00023715607,0.000076464225,0.0014443555,0.00007940898,0.0000074827867,0.00020139488,0.818123,0.17706217,0.0019103789,0.000016652672,0.00009209683],"about_ca_topic_score_codex":0.000005195799,"about_ca_topic_score_gemma":4.9042774e-7,"teacher_disagreement_score":0.54406214,"about_ca_system_score_codex":0.00008541039,"about_ca_system_score_gemma":0.00003316366,"threshold_uncertainty_score":0.5334491},"labels":[],"label_agreement":null},{"id":"W2070455003","doi":"10.1007/s10278-002-5013-1","title":"Application of StatPhantom Software for Image Quality Evaluation","year":2002,"lang":"en","type":"article","venue":"Journal of Digital Imaging","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Forming Technologies (Canada)","funders":"","keywords":"Computer science; Image quality; Software; Quality (philosophy); Computer vision; Artificial intelligence; Image (mathematics); Medical physics; Medicine; Programming language","score_opus":0.06394822688222093,"score_gpt":0.3440035262096757,"score_spread":0.28005529932745477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070455003","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10535764,0.0010860693,0.8929005,0.00007617629,0.00013666048,0.00009653498,0.000014189601,0.00010610018,0.00022611026],"genre_scores_gemma":[0.90041804,0.000030644373,0.099483386,0.000003854839,0.00003646351,0.0000060890766,0.0000026403416,0.000012413082,0.000006444919],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993792,0.0000114122595,0.0003305598,0.000049648526,0.00012887204,0.00010028427],"domain_scores_gemma":[0.9992863,0.00017774325,0.00013600982,0.00010239885,0.00027636415,0.000021189398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005616713,0.0000678506,0.00015721536,0.00011686802,0.000013459411,0.000021211106,0.00011284211,0.000032356616,0.000003894153],"category_scores_gemma":[0.0011124327,0.000064310276,0.00006550782,0.000103708786,0.00003297532,0.00051263755,0.000011234378,0.00009585501,0.0000014187286],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015585181,0.000053851607,0.004821789,0.00026803676,0.000079368074,0.000002310219,0.00027186936,0.021209462,0.054396182,0.00028194,0.0011692471,0.91743034],"study_design_scores_gemma":[0.0029253114,0.00020367913,0.016171908,0.00022928914,0.00023489904,0.00022085414,0.00063279027,0.7400907,0.18654585,0.046940826,0.005158936,0.00064491964],"about_ca_topic_score_codex":3.4811745e-7,"about_ca_topic_score_gemma":9.141769e-8,"teacher_disagreement_score":0.9167854,"about_ca_system_score_codex":0.00004012903,"about_ca_system_score_gemma":0.000006081269,"threshold_uncertainty_score":0.2622497},"labels":[],"label_agreement":null},{"id":"W2070644664","doi":"10.1016/j.dental.2013.08.081","title":"Analyse of the physico-chemical properties of the resin-modified glass ionomer cements","year":2013,"lang":"en","type":"article","venue":"Dental Materials","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Glass ionomer cement; Materials science; Composite material; Polymer science","score_opus":0.029689134698287573,"score_gpt":0.22489514125677687,"score_spread":0.1952060065584893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070644664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989289,0.00006917384,0.000057411075,0.000033351527,0.0005547784,0.00017423072,0.00000955201,0.00007404674,0.00009854333],"genre_scores_gemma":[0.99948776,0.000007154566,0.00039155374,0.000008502528,0.00002094128,0.00003265257,9.1581495e-7,0.000010869433,0.00003964441],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99951655,0.000039111103,0.00019751817,0.00006569673,0.00007455155,0.00010656555],"domain_scores_gemma":[0.99962825,0.000014025939,0.0000485115,0.00028416235,0.000016631473,0.000008443053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000092005816,0.00008462666,0.0001706931,0.00002326547,0.000018315905,0.0000079789015,0.00030202567,0.000072939954,0.00003141074],"category_scores_gemma":[0.00006144539,0.000045940145,0.00005070812,0.00008473663,0.00012310271,0.000047536898,0.00013400392,0.000053290856,0.000008434723],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004862679,0.000010431296,0.00035300537,0.00007711943,0.00004090955,5.4296702e-8,0.000059120077,0.00045286666,0.9986109,0.00019397888,0.00010357075,0.00009315276],"study_design_scores_gemma":[0.00008969834,0.0000044084236,0.011225379,0.000051771916,0.000017234152,0.0000011607677,0.000067039226,0.000072382536,0.9881564,0.000250221,0.000013271594,0.000051029067],"about_ca_topic_score_codex":0.00006040062,"about_ca_topic_score_gemma":0.0000010273118,"teacher_disagreement_score":0.010872374,"about_ca_system_score_codex":0.000016610662,"about_ca_system_score_gemma":0.0000035915384,"threshold_uncertainty_score":0.18733847},"labels":[],"label_agreement":null},{"id":"W2110440541","doi":"10.5539/mas.v9n1p195","title":"Investigation of Characteristics of Contact Bandages and Support Rollers of Rotating Technological Drums","year":2014,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Rotation (mathematics); Materials science; Contact zone; Rectangle; Contact area; Geometry; Composite material; Geology; Mathematics","score_opus":0.023239003154331434,"score_gpt":0.22988180495042404,"score_spread":0.2066428017960926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110440541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7485645,0.000014285636,0.2506911,0.000009428939,0.000023272529,0.00005968437,0.0000023921586,0.00011717416,0.0005182017],"genre_scores_gemma":[0.952915,0.000015464382,0.047050554,0.0000031296663,0.0000024092747,0.000006042643,7.302105e-7,0.000004982347,0.0000016542562],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99941635,0.000007409857,0.00021518787,0.00012124514,0.000113355854,0.00012645194],"domain_scores_gemma":[0.999594,0.00011113909,0.00007877883,0.00016299309,0.000030176549,0.000022947588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008232377,0.000073778676,0.00021970275,0.00014038465,0.000025045312,0.0000032672936,0.00019865055,0.00009228402,0.0000018451678],"category_scores_gemma":[0.00029455312,0.000066203815,0.000012555316,0.00020691969,0.0007429495,0.00004443403,0.00005880422,0.00010505838,2.0979512e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032709677,0.00000202221,0.002213644,0.00008003144,0.000003590754,8.993318e-8,0.00019937509,0.0007765744,0.963801,0.0065913415,0.0000014074776,0.026327606],"study_design_scores_gemma":[0.00011473095,0.00004741129,0.044710405,0.000023545108,0.0000059775425,0.0000013001915,0.000047129644,0.16138498,0.7881534,0.0054354602,0.0000048362203,0.00007081391],"about_ca_topic_score_codex":8.517976e-7,"about_ca_topic_score_gemma":1.7953954e-7,"teacher_disagreement_score":0.20435056,"about_ca_system_score_codex":0.0000069388666,"about_ca_system_score_gemma":0.000012975834,"threshold_uncertainty_score":0.27374282},"labels":[],"label_agreement":null},{"id":"W2163096324","doi":"10.5539/mas.v9n3p291","title":"Modeling Separated Flows Using Stationary Discrete Vortices","year":2015,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Russian Foundation for Basic Research","keywords":"Computer science; Drag; Drag coefficient; Vortex; Flow (mathematics); Port (circuit theory); Simulation; Mechanics; Mechanical engineering; Engineering; Physics","score_opus":0.10165988987776886,"score_gpt":0.31626327084524936,"score_spread":0.2146033809674805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163096324","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42008463,0.00013106356,0.57790864,0.000007622777,0.00012229457,0.000056513432,0.0000013226877,0.000611012,0.0010769241],"genre_scores_gemma":[0.8141085,0.0000063841726,0.18582205,0.000010106172,0.000016988643,0.000012192609,0.000001822559,0.000013488395,0.000008441539],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99907476,0.000007246044,0.00014796127,0.00022607797,0.00022337137,0.000320599],"domain_scores_gemma":[0.9995855,0.000018230292,0.00001357069,0.0002424384,0.00004854291,0.00009170233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005983385,0.000121341895,0.00012346177,0.00015224278,0.00010552649,0.000037264035,0.00034578083,0.000072457486,0.0000018634014],"category_scores_gemma":[0.00007470525,0.000116408286,0.000013952147,0.0004390975,0.00013929645,0.00025222462,0.00008149082,0.00015521134,0.000013046879],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030010935,0.000001899836,0.000006750589,0.0000056853537,0.000003158646,0.000001085985,0.00027556106,0.7561605,0.2416693,0.0006596886,0.000005214597,0.0012081697],"study_design_scores_gemma":[0.0000965446,0.0000055314695,0.00001551171,0.000004887465,0.000005943934,0.0000040774057,0.000110586974,0.97623914,0.013246648,0.010096051,0.000026716303,0.00014835743],"about_ca_topic_score_codex":0.000007434697,"about_ca_topic_score_gemma":0.0000024908286,"teacher_disagreement_score":0.3940239,"about_ca_system_score_codex":0.00008828747,"about_ca_system_score_gemma":0.00006470288,"threshold_uncertainty_score":0.4746992},"labels":[],"label_agreement":null},{"id":"W2215469209","doi":"10.4271/2001-01-0398","title":"Optimization of Machining Operations of Parts Made of High Performance Alloyed Powders","year":2001,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fédération des Comités de Parents du Québec","funders":"","keywords":"Machining; Materials science; Manufacturing engineering; Metallurgy; Mechanical engineering; Computer science; Engineering drawing; Engineering","score_opus":0.018139168480680475,"score_gpt":0.2470054978277833,"score_spread":0.22886632934710283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2215469209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899843,0.00042119238,0.00043294157,0.00046240925,0.00021973826,0.00045537675,0.000035589816,0.0022461722,0.0057422975],"genre_scores_gemma":[0.9224457,0.0017733463,0.075439446,0.000058376387,0.000025099122,0.00008993709,0.000032492968,0.00007377758,0.00006180922],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99764276,0.000078487305,0.0010369642,0.00040685656,0.0003656281,0.00046930087],"domain_scores_gemma":[0.99845254,0.00031775422,0.00014371384,0.00088712625,0.0001037496,0.000095118856],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005403403,0.0004245092,0.00085714954,0.0003113001,0.000097166965,0.000010098009,0.00067069434,0.00072697486,0.00015911611],"category_scores_gemma":[0.0007370743,0.00039893188,0.00019743842,0.0007209418,0.0007604047,0.00031087513,0.00017118128,0.00072393514,0.000003985222],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087632485,0.000087997054,0.00028257864,0.0001229174,0.000055198456,0.00000389373,0.000025850759,0.2833737,0.70805955,0.0058482606,0.000093331546,0.001959064],"study_design_scores_gemma":[0.0007157914,0.0010891516,0.97849315,0.00042937422,0.000114008595,0.00006075941,0.000100422025,0.00009905885,0.016833402,0.0005491239,0.0009609414,0.00055482844],"about_ca_topic_score_codex":0.000027604168,"about_ca_topic_score_gemma":0.0018505304,"teacher_disagreement_score":0.97821057,"about_ca_system_score_codex":0.000076027274,"about_ca_system_score_gemma":0.000035794805,"threshold_uncertainty_score":0.9998463},"labels":[],"label_agreement":null},{"id":"W2254843561","doi":"10.5267/j.ijiec.2015.11.003","title":"Meta-hierarchical-heuristic-mathematical- model of loading problems in flexible manufacturing system for development of an intelligent approach","year":2015,"lang":"en","type":"article","venue":"International Journal of Industrial Engineering Computations","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Heuristic; Meta heuristic; Development (topology); Computer science; Metamodeling; Engineering; Mathematical optimization; Industrial engineering; Manufacturing engineering; Artificial intelligence; Mathematics; Algorithm; Software engineering","score_opus":0.2788035469193164,"score_gpt":0.3294782138593703,"score_spread":0.0506746669400539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2254843561","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15933733,0.00009798324,0.8397993,0.000012910336,0.00043183603,0.00016034895,0.00001230009,0.00008974143,0.000058290618],"genre_scores_gemma":[0.60261,0.0000025280947,0.39729553,5.3573444e-7,0.000050131915,0.000017690423,0.0000054033458,0.000015859405,0.0000023203063],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99841326,0.000023228095,0.0010349235,0.000095235,0.00028078622,0.00015258536],"domain_scores_gemma":[0.99906945,0.00028793482,0.00020642787,0.000099524405,0.00025630987,0.000080378224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010847629,0.00015515753,0.0004842387,0.00068810105,0.000012107457,0.000014646766,0.00040628703,0.00014656641,9.553418e-7],"category_scores_gemma":[0.00041899836,0.00014322596,0.000118491946,0.00013319633,0.000026027663,0.00014785367,0.00004319904,0.00032698378,2.6713434e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021084257,0.00006426852,0.0000050674057,0.00015876254,0.00071929756,0.0000016352589,0.00068471435,0.98947716,0.0020313093,0.0040758415,0.0000075052244,0.00275335],"study_design_scores_gemma":[0.00065498136,0.00005265487,0.000007204012,0.00025294218,0.000106141226,0.000031286218,0.00016218476,0.9013133,0.09548421,0.0017820994,0.000039900522,0.00011309461],"about_ca_topic_score_codex":0.0000017249428,"about_ca_topic_score_gemma":3.2743685e-7,"teacher_disagreement_score":0.44327268,"about_ca_system_score_codex":0.00019003585,"about_ca_system_score_gemma":0.00010896651,"threshold_uncertainty_score":0.5840585},"labels":[],"label_agreement":null},{"id":"W2267190682","doi":"10.12794/metadc700108","title":"Evaluation of Ethanol’s Effects on the Biophysical Characteristics of Licking","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Global Affairs Canada","funders":"","keywords":"Licking; Ethanol; Environmental science; Chemistry; Biology; Biochemistry; Pharmacology","score_opus":0.04009826238170515,"score_gpt":0.3046501628907713,"score_spread":0.26455190050906613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2267190682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99179333,0.00011386596,0.0026617541,0.000014568932,0.0009291499,0.00023298337,0.000003038536,0.0002323652,0.004018923],"genre_scores_gemma":[0.998765,0.000051444375,0.0009356298,0.000004171093,0.000058136135,0.000045863802,0.000045062545,0.000027059828,0.00006766434],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99922544,0.00010751523,0.00020811791,0.000093761126,0.000268996,0.000096163676],"domain_scores_gemma":[0.9988205,0.0006508174,0.000090636015,0.00028948887,0.00013996549,0.0000086161845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009872018,0.00015038207,0.0003057482,0.00011629125,0.000012377812,0.0000024577535,0.00017556045,0.00034982833,0.000013486189],"category_scores_gemma":[0.0013687966,0.00010726452,0.00007121764,0.000099968755,0.00002195053,0.000011595767,0.000008305546,0.00029948226,0.0000055712603],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025664385,0.00003413598,0.000032340948,0.002341572,0.00039387276,4.790548e-7,0.00038307,0.004749639,0.60359585,0.030254504,0.00024525318,0.35794362],"study_design_scores_gemma":[0.00009052445,0.000069939226,0.010281176,0.00039069995,0.0002187774,1.7390681e-7,0.00003024085,0.016718872,0.97081655,0.0012148935,0.00004907047,0.00011905395],"about_ca_topic_score_codex":0.000004113026,"about_ca_topic_score_gemma":0.0000022357824,"teacher_disagreement_score":0.36722073,"about_ca_system_score_codex":0.000029309995,"about_ca_system_score_gemma":0.00001573834,"threshold_uncertainty_score":0.43741202},"labels":[],"label_agreement":null},{"id":"W2297034771","doi":"10.4271/2016-01-0338","title":"Methods for Evaluating the Functional Work Space for Machine Tools and 6 Axis Serial Robots","year":2016,"lang":"en","type":"article","venue":"SAE International Journal of Materials and Manufacturing","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Robot; Work space; Work (physics); Space (punctuation); Serial manipulator; Computer science; Mechanical engineering; Engineering; Control engineering; Parallel manipulator; Artificial intelligence","score_opus":0.07542887293393886,"score_gpt":0.3599493326872092,"score_spread":0.28452045975327034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2297034771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56327164,0.00042101674,0.43271378,0.0009366568,0.0024707767,0.00011303223,0.00003236697,0.00003479286,0.000005918729],"genre_scores_gemma":[0.6547472,0.00038584936,0.34406295,0.000032274445,0.0006506184,0.000034460598,0.000003508634,0.000021443071,0.000061703235],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993856,0.000046136982,0.00027196974,0.000087455934,0.000081603874,0.0001272662],"domain_scores_gemma":[0.99865884,0.001072117,0.00010738509,0.00006136598,0.00007418739,0.000026087397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015022265,0.0001109036,0.00018336163,0.00007676579,0.000056484172,0.00007121206,0.0001465134,0.00007549477,0.000021992762],"category_scores_gemma":[0.0006353723,0.00006360908,0.000048075013,0.000010359962,0.000038970873,0.00016332752,0.00005479987,0.000061912586,2.5207004e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005259855,0.0000048044076,0.000029094932,0.000054008444,0.00026737346,0.0000011797515,0.000059628048,0.0056085,0.70917773,0.0013449823,0.00017416125,0.2827525],"study_design_scores_gemma":[0.0013530954,0.00015980237,0.00894063,0.00015836341,0.00005350461,0.0001233506,0.000028765679,0.00022463132,0.96805656,0.015443792,0.005320017,0.0001374834],"about_ca_topic_score_codex":0.0000011221215,"about_ca_topic_score_gemma":7.448035e-7,"teacher_disagreement_score":0.28261504,"about_ca_system_score_codex":0.000028443714,"about_ca_system_score_gemma":0.000008193227,"threshold_uncertainty_score":0.2593903},"labels":[],"label_agreement":null},{"id":"W2298161003","doi":"10.14288/1.0103803","title":"Mathematical modeling of heat transfer in the meniscus region of the continuous slab casting mould","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Heat transfer; Continuous casting; Slab; Casting; Meniscus; Mechanics; Mechanical engineering; Engineering drawing; Materials science; Engineering; Composite material; Geometry; Mathematics; Structural engineering; Physics","score_opus":0.02126646233876074,"score_gpt":0.18604319881672177,"score_spread":0.16477673647796104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2298161003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94847673,0.00017909684,0.050093148,0.0000885528,0.000028563833,0.0001311445,0.0000063181187,0.00006958501,0.0009268652],"genre_scores_gemma":[0.9979508,0.000053704087,0.0019583094,0.0000050742165,0.000003808466,2.6554892e-7,4.5043103e-7,0.0000054735788,0.000022132124],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995047,0.00004351963,0.00013145445,0.00009195247,0.00009838145,0.0001300285],"domain_scores_gemma":[0.9996566,0.00007101199,0.000012176644,0.0002157776,0.000032810385,0.000011591669],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026156622,0.000034414872,0.00022324764,0.00003249017,0.000039007737,0.000005480153,0.0003237524,0.00012514618,0.000004505116],"category_scores_gemma":[0.00005771433,0.00006776598,0.00007906092,0.00020273095,0.000113573275,0.000063101084,0.000022338345,0.00019919802,3.4940257e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004984093,0.00034530443,0.0021231256,0.0013160551,0.00015032849,0.00030216755,0.0072437194,0.45353347,0.03828863,0.000673512,0.00050010614,0.49547374],"study_design_scores_gemma":[0.002655458,0.00038061404,0.42606828,0.0021069786,0.00022899243,0.0007166681,0.012959619,0.5409777,0.0011165342,0.012135093,0.000045622935,0.0006084518],"about_ca_topic_score_codex":0.0012610026,"about_ca_topic_score_gemma":0.0025632633,"teacher_disagreement_score":0.4948653,"about_ca_system_score_codex":0.000016235705,"about_ca_system_score_gemma":0.000008005339,"threshold_uncertainty_score":0.27634162},"labels":[],"label_agreement":null},{"id":"W2320372497","doi":"10.1097/01206501-200506000-00016","title":"THE UTILITY OF PATCH TESTING WITH TOPICAL MEDICAMENTS AS AN ADJUNCT TO STANDARD SCREENING PANELS","year":2005,"lang":"en","type":"article","venue":"Dermatitis","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Adjunct; Patch testing; Dermatology; Contact dermatitis; Immunology; Allergy","score_opus":0.04103034499085742,"score_gpt":0.28071359870959706,"score_spread":0.23968325371873964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320372497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6512977,0.0001348456,0.34529132,0.0009775554,0.0000844105,0.00011935547,0.0000089896075,0.00044139166,0.0016444402],"genre_scores_gemma":[0.8297246,0.000020188987,0.17008933,0.000102845835,0.000028094903,0.0000147767205,0.0000014232752,0.000009691243,0.0000090396625],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993829,0.000032836022,0.000165752,0.00008862315,0.00013967115,0.00019021153],"domain_scores_gemma":[0.9994305,0.00022454085,0.000019086383,0.00023871132,0.000031409458,0.00005576645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026736344,0.00008917481,0.0001364213,0.000033052827,0.00006455361,0.000011606897,0.00018310612,0.00007077693,0.00003099766],"category_scores_gemma":[0.0003900709,0.00006378434,0.000014918681,0.000114647126,0.000061640596,0.00007944799,0.00003633197,0.00015979246,0.0000052441364],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011487925,0.000011132576,0.014983001,0.00006495666,0.000064659645,0.000016634041,0.00067887886,0.007992311,0.00063229224,0.0004003149,0.002161956,0.97298235],"study_design_scores_gemma":[0.001100328,0.0006970298,0.5887399,0.00042433265,0.000060211045,0.00019410434,0.0010402377,0.11831054,0.18763287,0.0020644558,0.099087566,0.00064844306],"about_ca_topic_score_codex":0.00003193739,"about_ca_topic_score_gemma":0.000048973463,"teacher_disagreement_score":0.9723339,"about_ca_system_score_codex":0.000013001573,"about_ca_system_score_gemma":0.000010168442,"threshold_uncertainty_score":0.26010498},"labels":[],"label_agreement":null},{"id":"W2339748151","doi":"","title":"CALIBRATION OF THE JOHNSON-COOK FAILURE PARAMETERS AS THE CHIP SEPARATION CRITERION IN THE MODELLING OF THE ORTHOGONAL METAL CUTTING PROCESS","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Calibration; Orthogonal array; Process (computing); Chip; Engineering; Computer science; Engineering drawing; Mathematics; Taguchi methods; Statistics; Electrical engineering; Programming language","score_opus":0.02346689059970425,"score_gpt":0.23405229133705904,"score_spread":0.2105854007373548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339748151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94172645,0.0003468556,0.0342,0.00035808518,0.0006488048,0.00084246014,0.000025251164,0.00013919266,0.0217129],"genre_scores_gemma":[0.9934976,0.00006128861,0.00085926143,0.000018539846,0.00002574453,0.000007417281,0.00001725256,0.000027377699,0.005485483],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989207,0.00023748202,0.00025499196,0.00018220421,0.00022123804,0.0001833867],"domain_scores_gemma":[0.9991767,0.00019728743,0.00020091241,0.00035972957,0.00005433812,0.000011061641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029620837,0.00022438029,0.00023385596,0.000101572376,0.00013489992,0.000018089939,0.00082536496,0.00032170684,0.0001640138],"category_scores_gemma":[0.00006815114,0.00011530427,0.00015845253,0.0005317067,0.00010406705,0.00019881729,0.000050224375,0.0005207666,7.772327e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017653221,0.0000393709,0.0010077506,0.0009332329,0.0002902461,0.0000060856805,0.010951048,0.9338715,0.010085868,0.0061157765,0.00009036445,0.036432188],"study_design_scores_gemma":[0.0027083363,0.00028882784,0.008959795,0.005180651,0.0017174988,0.00006212526,0.057795525,0.39159575,0.499112,0.013038875,0.017392267,0.0021483433],"about_ca_topic_score_codex":0.00003320341,"about_ca_topic_score_gemma":0.00026334147,"teacher_disagreement_score":0.5422758,"about_ca_system_score_codex":0.000046100504,"about_ca_system_score_gemma":0.000053774278,"threshold_uncertainty_score":0.47019714},"labels":[],"label_agreement":null},{"id":"W2345888012","doi":"10.1134/s0036029515110178","title":"Simulation and control of the technological processes of metal forming","year":2015,"lang":"en","type":"article","venue":"Russian Metallurgy (Metally)","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Czech; Field (mathematics); Political science; Control (management); Metal forming; Economy; Engineering; Regional science; Geography; Mechanical engineering; Management; Economics","score_opus":0.03629333798038221,"score_gpt":0.2596122822054716,"score_spread":0.2233189442250894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345888012","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41250673,0.0041707326,0.57964456,0.0001858881,0.00023835065,0.0003544689,0.00000848006,0.0007042686,0.0021865058],"genre_scores_gemma":[0.9813832,0.000044064735,0.018474584,0.000007278293,0.000012101718,0.000018503477,0.000001020982,0.000019895726,0.000039362953],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99909216,0.00005375658,0.00034220776,0.0001476352,0.00016642548,0.00019784026],"domain_scores_gemma":[0.9992095,0.0002815124,0.00010227344,0.00030788267,0.000054894244,0.000043939395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005982862,0.000176502,0.00042671457,0.00015900559,0.00002820817,0.000006007965,0.00029271469,0.0002406535,0.00000773457],"category_scores_gemma":[0.0018885842,0.00011719109,0.000085325715,0.00043236822,0.000329711,0.00014263391,0.000084616346,0.00021440277,0.0000015045118],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006043019,0.00008777388,0.0010059981,0.00082173693,0.00076404266,0.000007632297,0.00026990357,0.82765895,0.061581362,0.087610036,0.0000065795407,0.020125575],"study_design_scores_gemma":[0.0031558906,0.00045549453,0.008699406,0.00028291417,0.001016048,0.00008473504,0.00059043925,0.38043097,0.54739904,0.04864457,0.008205209,0.0010352812],"about_ca_topic_score_codex":0.0000027462956,"about_ca_topic_score_gemma":0.0000026563255,"teacher_disagreement_score":0.56887645,"about_ca_system_score_codex":0.000015537296,"about_ca_system_score_gemma":0.000030874657,"threshold_uncertainty_score":0.47789142},"labels":[],"label_agreement":null},{"id":"W2354001044","doi":"","title":"Study the Modeling of Complex Product Machining Process","year":2011,"lang":"en","type":"article","venue":"Journal of Wuhan University of Technology-Mater Sci Ed","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Machining; Process (computing); Manufacturing engineering; Product (mathematics); Engineering; Engineering drawing; Computer science; Mechanical engineering; Mathematics; Geometry","score_opus":0.08290106595237556,"score_gpt":0.2531463635698308,"score_spread":0.17024529761745522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2354001044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9783422,0.00026614266,0.020457968,0.00011900701,0.00016025807,0.00012582424,0.0000013975052,0.00024305706,0.0002841452],"genre_scores_gemma":[0.9648133,0.000054443288,0.0351022,0.000001509963,0.000009282947,1.975594e-7,1.5217472e-7,0.000010159018,0.00000873899],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999318,0.000030265222,0.0002746707,0.00009629089,0.00012010077,0.000160654],"domain_scores_gemma":[0.9992933,0.00002034473,0.00019448921,0.0003022349,0.00017010249,0.00001947286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055240147,0.000116883,0.0003462371,0.0005269632,0.00006479408,0.0000025052555,0.0009227465,0.00012764378,0.000012732589],"category_scores_gemma":[0.00009004048,0.00009406381,0.00006887493,0.00032336003,0.00020878152,0.00013372397,0.00012755826,0.000408005,9.728452e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013431133,0.001975258,0.14227678,0.0018384147,0.0063775578,0.0008774911,0.06989688,0.47474915,0.24875101,0.005288932,0.0013013311,0.045324087],"study_design_scores_gemma":[0.0075047663,0.0044917287,0.049487986,0.0014225281,0.0016920142,0.0016043221,0.20066734,0.14329888,0.5620391,0.025501087,0.00052405184,0.0017662268],"about_ca_topic_score_codex":0.0000096217655,"about_ca_topic_score_gemma":0.0000057081147,"teacher_disagreement_score":0.33145028,"about_ca_system_score_codex":0.000021815913,"about_ca_system_score_gemma":0.000018974335,"threshold_uncertainty_score":0.3835811},"labels":[],"label_agreement":null},{"id":"W2397053860","doi":"","title":"Assessment of otoacoustic emission probe fit at the workfloor","year":2015,"lang":"en","type":"article","venue":"Ghent University Academic Bibliography (Ghent University)","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Vlaamse regering; Fonds Wetenschappelijk Onderzoek; Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Otoacoustic emission; Acoustics; Audiology; Physics; Medicine; Hearing loss","score_opus":0.05183939680769798,"score_gpt":0.25727735740712,"score_spread":0.20543796059942201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2397053860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7702736,0.0020808282,0.2023661,0.00068026816,0.0011105787,0.0008377611,0.00010578447,0.0021051066,0.020439977],"genre_scores_gemma":[0.97809887,0.010537325,0.0084834285,0.00003069815,0.00004660089,7.998015e-7,0.00002059342,0.000032085914,0.0027495685],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985833,0.00014115938,0.0001895916,0.0003189604,0.00033926382,0.0004277269],"domain_scores_gemma":[0.9989185,0.00018281715,0.000112651855,0.0004599998,0.00011470957,0.00021132827],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004903462,0.00026885705,0.00030845872,0.008395712,0.00020000167,0.000008480348,0.0009867847,0.0005088891,0.00004276317],"category_scores_gemma":[0.00003275391,0.00025834335,0.00022977403,0.012538222,0.0003742184,0.0002983854,0.0004847296,0.00092337787,0.0000069730922],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059766293,0.0003963114,0.32962012,0.0009164867,0.0022030666,0.0005132568,0.0015692654,0.3237946,0.041978084,0.039863955,0.25289842,0.0056487564],"study_design_scores_gemma":[0.006221768,0.0005591163,0.14284219,0.0007605981,0.0015702143,0.00006339677,0.010753722,0.021399919,0.01115518,0.003031175,0.79943955,0.0022031604],"about_ca_topic_score_codex":0.000030844927,"about_ca_topic_score_gemma":0.0000046395467,"teacher_disagreement_score":0.54654115,"about_ca_system_score_codex":0.00023888442,"about_ca_system_score_gemma":0.00005331608,"threshold_uncertainty_score":0.9999869},"labels":[],"label_agreement":null},{"id":"W2505771848","doi":"10.1016/b978-1-4831-6686-5.50010-0","title":"THE IMMEDIATE AND REMOTE EFFECTS OF OCCLUSION OF THE MAIN BLOOD-VESSELS ON THE VITALITY OF PARTS SUPPLIED","year":2013,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Vitality; Occlusion; Medicine; Internal medicine; Philosophy; Theology","score_opus":0.01072163196936646,"score_gpt":0.20976361725679737,"score_spread":0.19904198528743092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2505771848","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16191551,0.011626223,0.0002487925,0.00048509962,0.0020795797,0.003618305,0.000103377286,0.0003948358,0.8195283],"genre_scores_gemma":[0.828177,0.0046823495,0.002494103,0.00007728423,0.00013031276,0.000058507478,0.0000050973044,0.0001885854,0.16418676],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99901944,0.00007658278,0.00038023212,0.00016041897,0.00017522239,0.00018808327],"domain_scores_gemma":[0.99740607,0.0014608927,0.00020257501,0.00087454054,0.00003291323,0.000023034383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071015506,0.000272813,0.0004640101,0.000053273623,0.00007129808,0.0000052473347,0.00045266835,0.00037843178,0.0000051664474],"category_scores_gemma":[0.0002421883,0.00013662605,0.00014087689,0.000017125258,0.00051238877,0.000010794615,0.00023584312,0.00052212033,0.0000018442313],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032845506,0.000011400243,0.000008801869,0.0021181542,0.00067138503,0.000009235958,0.00055045227,0.00017638279,0.04682394,0.07681671,0.00027173405,0.87250894],"study_design_scores_gemma":[0.0007159602,0.00024647097,0.0014670631,0.0031468957,0.00062487565,0.000028377754,0.0000360915,0.00026101887,0.76368964,0.17683454,0.052340455,0.0006086394],"about_ca_topic_score_codex":0.0000011119938,"about_ca_topic_score_gemma":0.0000039493452,"teacher_disagreement_score":0.8719003,"about_ca_system_score_codex":0.000012542255,"about_ca_system_score_gemma":0.0000148554545,"threshold_uncertainty_score":0.55714494},"labels":[],"label_agreement":null},{"id":"W2530382328","doi":"10.1016/j.dental.2016.08.168","title":"Dentin treatments effect on the bond strength of universal adhesives","year":2016,"lang":"en","type":"article","venue":"Dental Materials","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Dentin; Bond strength; Adhesive; Composite material; Dentistry; Medicine","score_opus":0.014373246789622788,"score_gpt":0.2364459899157636,"score_spread":0.2220727431261408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530382328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985553,0.000044020337,0.00013493853,0.000023430319,0.0005114507,0.000110083296,0.000045486795,0.00024421903,0.00033106864],"genre_scores_gemma":[0.9994444,0.00004421847,0.00035246724,0.0000030900653,0.000021144871,0.000015026119,0.000002173511,0.00001384849,0.00010358684],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99959856,0.000049229653,0.00010130847,0.00007685586,0.000051249313,0.00012277407],"domain_scores_gemma":[0.99952453,0.00026923403,0.000022563792,0.00016686322,0.000004023295,0.000012794762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013885186,0.00010470215,0.00015088293,0.000048860205,0.000018617397,0.000005770036,0.00014003245,0.00007254279,0.00009905761],"category_scores_gemma":[0.00008824818,0.000054281016,0.000031294898,0.000036957113,0.000056555793,0.000037977432,0.000031017673,0.000025514726,0.00005534884],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026776357,0.000008926001,0.000504417,0.000021480648,0.00006625244,0.0000066257267,0.00001935019,0.000009366809,0.9948178,0.0024369347,0.00018354633,0.0018985535],"study_design_scores_gemma":[0.00027316995,0.00013505471,0.007888554,0.000058925845,0.00001909588,0.0000038379562,0.000025823294,0.0000012790869,0.9912518,0.00018009606,0.00010098555,0.000061344756],"about_ca_topic_score_codex":0.000003947845,"about_ca_topic_score_gemma":8.6112465e-7,"teacher_disagreement_score":0.0073841363,"about_ca_system_score_codex":0.000027075566,"about_ca_system_score_gemma":0.0000015932718,"threshold_uncertainty_score":0.22135156},"labels":[],"label_agreement":null},{"id":"W2566755366","doi":"","title":"Increasing Efficiency of Ti-6Al-4V Machining by Cryogenic Cooling and using Nanolubricants","year":2016,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Machining; Materials science; Metallurgy; Mechanical engineering; Engineering drawing; Engineering","score_opus":0.02289681891324076,"score_gpt":0.2190660354069718,"score_spread":0.19616921649373104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566755366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781785,0.0012032886,0.019858463,0.00003531755,0.00012717044,0.0000928364,0.00003867077,0.00029100874,0.00017475335],"genre_scores_gemma":[0.9785519,0.00020140622,0.021116085,0.0000047168887,0.000011473989,1.6142793e-7,0.0000022816848,0.000029030962,0.00008290945],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988573,0.00011973435,0.00020398082,0.00027367452,0.00017819181,0.00036710905],"domain_scores_gemma":[0.9990997,0.00032194995,0.000118308126,0.00030824498,0.000056586097,0.00009525147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008311366,0.00020450255,0.00038201018,0.00032080594,0.00018835887,0.000007268639,0.00038350245,0.0002963666,0.00004027519],"category_scores_gemma":[0.0003630514,0.0002137812,0.000086848966,0.00032949034,0.00032569392,0.00036869984,0.00023603653,0.00027446361,0.000005173459],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008710023,0.000018598648,0.05482162,0.00010614598,0.00009156496,0.000010679969,0.00032538042,0.00060377637,0.9383164,0.00009509402,0.000018180695,0.0055054273],"study_design_scores_gemma":[0.0044419696,0.00031071462,0.28131908,0.0015815179,0.00042268817,0.00030731098,0.0015846413,0.0083943065,0.69839054,0.00082495564,0.0008574663,0.0015648231],"about_ca_topic_score_codex":0.000054108517,"about_ca_topic_score_gemma":0.000009527328,"teacher_disagreement_score":0.23992592,"about_ca_system_score_codex":0.000099135075,"about_ca_system_score_gemma":0.00002455174,"threshold_uncertainty_score":0.87177444},"labels":[],"label_agreement":null},{"id":"W2582567118","doi":"","title":"ON A NOVEL METHOD OF INCORPORATING AN INTERNAL STRUCTURE INTO GREEN POWDER METALLURGY COMPACTS USING DIE COMPACTION","year":2012,"lang":"en","type":"article","venue":"Library and Archives Canada (Government of Canada)","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Powder metallurgy; Compaction; Metallurgy; Materials science; Die (integrated circuit); Composite material; Sintering","score_opus":0.014400328636882983,"score_gpt":0.20601475076476672,"score_spread":0.19161442212788374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582567118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8517571,0.0001914706,0.1435938,0.00010653187,0.00034019747,0.000080566424,0.00006207099,0.00005326568,0.0038149809],"genre_scores_gemma":[0.85409147,0.0000055554374,0.14575681,0.00006804974,0.000032453798,8.0928544e-7,0.0000034542988,0.000017323053,0.00002408334],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990445,0.00004837489,0.00020857238,0.000101538804,0.00039365393,0.00020340795],"domain_scores_gemma":[0.9994126,0.00021465513,0.00009556785,0.00014691711,6.045146e-7,0.0001296807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000027225335,0.00015787149,0.00025583612,0.000047012705,0.000052320444,0.000005131757,0.00014180172,0.000046116194,0.000006661179],"category_scores_gemma":[0.000009298696,0.00014799213,0.000019036643,0.000057465408,0.000046972174,0.00036859853,0.000059692677,0.00019736972,4.2715603e-10],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011388686,0.000019474926,0.0033375563,0.00022064909,0.0001589473,0.00000562415,0.00021229016,0.056374025,0.88020444,0.049360555,0.00000969972,0.009982851],"study_design_scores_gemma":[0.00028398025,0.000083098086,0.0260906,0.00012668651,0.000038664795,0.00002908985,0.0014103681,0.12048173,0.84771633,0.0031868299,0.0002851564,0.00026748722],"about_ca_topic_score_codex":0.00419372,"about_ca_topic_score_gemma":0.005730841,"teacher_disagreement_score":0.06410771,"about_ca_system_score_codex":0.000011822461,"about_ca_system_score_gemma":0.00010832531,"threshold_uncertainty_score":0.63396776},"labels":[],"label_agreement":null},{"id":"W2603043727","doi":"10.17559/tv-20150218134949","title":"Influence of initial operating conditions on technological function parameters of servicing systems - machines and devices","year":2017,"lang":"en","type":"article","venue":"Tehnicki vjesnik - Technical Gazette","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cybernet Systems Corporation (Canada)","funders":"","keywords":"Function (biology); Computer science; Reliability engineering; Engineering","score_opus":0.038030640666482596,"score_gpt":0.32153901117902106,"score_spread":0.28350837051253847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2603043727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99122936,0.00030976254,0.006197972,0.00010078824,0.00011960774,0.00024717965,0.000022004024,0.0011521281,0.0006211895],"genre_scores_gemma":[0.9913983,0.00008812116,0.008373565,0.000027628124,0.000018090092,0.000060412218,0.000004450182,0.00002407538,0.00000538871],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988752,0.000047000678,0.0004527599,0.00024241478,0.00014055746,0.0002420879],"domain_scores_gemma":[0.9986647,0.0004001834,0.00017324724,0.00066529063,0.000054495747,0.000042121083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000503894,0.000219945,0.00045139506,0.00019009643,0.00016207386,0.000029538483,0.00047067553,0.00043108792,0.0000029863527],"category_scores_gemma":[0.0011046,0.00019154651,0.000057821784,0.00012636975,0.0005902936,0.00018831517,0.0001850689,0.00053818733,0.0000025419736],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045395405,0.00007066701,0.007257649,0.00085874146,0.00015819847,0.000018486191,0.000039214927,0.4197108,0.5330999,0.026127404,0.000085682215,0.012527911],"study_design_scores_gemma":[0.0017680902,0.0015712992,0.67737716,0.0030319663,0.00036990058,0.00021449264,0.0002820442,0.07736092,0.22875181,0.00734197,0.00043587078,0.001494471],"about_ca_topic_score_codex":0.000053058375,"about_ca_topic_score_gemma":0.0000112021025,"teacher_disagreement_score":0.6701195,"about_ca_system_score_codex":0.000023084684,"about_ca_system_score_gemma":0.000008122626,"threshold_uncertainty_score":0.78110397},"labels":[],"label_agreement":null},{"id":"W2609678815","doi":"10.1016/j.gie.2017.03.408","title":"Sa1089 The Influence of Video-Based Feedback on Self-Assessment Accuracy of Procedural Skills","year":2017,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; St. Michael's Hospital","funders":"","keywords":"Medicine; Competence (human resources); Self-assessment; Medical physics; Social psychology; Psychology","score_opus":0.014892254507626709,"score_gpt":0.29292057644814495,"score_spread":0.27802832194051824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609678815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97875124,0.000022512975,0.019666562,0.0002456486,0.000105958185,0.00021708425,0.000010400344,0.00039918508,0.000581394],"genre_scores_gemma":[0.7144285,0.000009968799,0.28547987,0.000019172163,0.000015671463,0.000024983245,0.0000011138889,0.000015784984,0.0000049733476],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9990774,0.000039087474,0.00029168927,0.00015521019,0.00015869575,0.0002779182],"domain_scores_gemma":[0.9980338,0.0008849906,0.00020421066,0.00075190177,0.00008709195,0.00003799457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039031767,0.00019560213,0.00026803103,0.00007977413,0.000099448866,0.000016329768,0.0007401892,0.000053795535,0.0000063299294],"category_scores_gemma":[0.0024113024,0.00014650848,0.00007399914,0.00007343172,0.00022964455,0.000109284665,0.000076715,0.00034641896,0.000004785779],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011157415,0.00014296481,0.039557695,0.000564872,0.00005985044,0.000015696563,0.0000806555,0.43489385,0.52017695,0.0023258668,0.00031945636,0.001750574],"study_design_scores_gemma":[0.001049535,0.000732138,0.7496229,0.0013453908,0.000049870123,0.00016444857,0.00005320588,0.010835395,0.23505682,0.0007599792,0.00008708445,0.00024326865],"about_ca_topic_score_codex":0.000024948013,"about_ca_topic_score_gemma":0.000003308588,"teacher_disagreement_score":0.7100652,"about_ca_system_score_codex":0.00004711496,"about_ca_system_score_gemma":0.000064084394,"threshold_uncertainty_score":0.59744424},"labels":[],"label_agreement":null},{"id":"W2619723090","doi":"10.11159/icbes17.132","title":"Study of the Spatio-Temporal Parameters of the Gait of a Transtibial Amputee in Conditions of Alignment and Misalignment of the Prosthesis","year":2017,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Prosthesis; Gait; Artificial limbs; Physical medicine and rehabilitation; Biomechanics; Gait analysis; Computer science; Medicine; Artificial intelligence; Anatomy","score_opus":0.018594216837697835,"score_gpt":0.23723344552476394,"score_spread":0.21863922868706612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619723090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99873966,0.00014816869,0.0002506274,0.00006966639,0.00033705725,0.00042264085,0.00000443623,0.000011439916,0.00001629002],"genre_scores_gemma":[0.9994853,0.000015795831,0.00046132703,0.0000016813701,0.0000064450765,0.000015292699,1.8876193e-8,0.0000051727748,0.0000089285495],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991102,0.00001465371,0.00034917283,0.00014068701,0.0002506093,0.00013462991],"domain_scores_gemma":[0.9993192,0.00011683914,0.0002459391,0.00023517919,0.0000630707,0.000019796988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005024296,0.000113329115,0.00032014435,0.00011049346,0.0000781541,0.000015227426,0.00065192755,0.0000413209,5.339813e-8],"category_scores_gemma":[0.00010940449,0.00006005743,0.000048480815,0.00035470742,0.00046498392,0.00005460539,0.00016474657,0.00013806774,2.3473044e-9],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012111555,0.00063157827,0.40746784,0.0040730815,0.0004404664,8.575247e-7,0.005651461,0.3217451,0.20146154,0.05005557,0.00011949269,0.008231906],"study_design_scores_gemma":[0.0008146783,0.00039134338,0.38201776,0.00180306,0.000074603915,0.000010911195,0.00018422489,0.2550451,0.3592903,0.00017322977,0.000020160454,0.00017465251],"about_ca_topic_score_codex":0.00006108242,"about_ca_topic_score_gemma":0.0000074336313,"teacher_disagreement_score":0.15782876,"about_ca_system_score_codex":0.000015145463,"about_ca_system_score_gemma":0.000014704869,"threshold_uncertainty_score":0.2449071},"labels":[],"label_agreement":null},{"id":"W2620825062","doi":"10.4050/f-0070-2014-9563","title":"Utilizing Selective Laser Sintering For Production Fabrication of Peculiar Support Equipment","year":2014,"lang":"en","type":"article","venue":"","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bell Helicopter Textron (Canada)","funders":"","keywords":"Fabrication; Selective laser sintering; Sintering; Materials science; Laser; Production (economics); Optoelectronics; Process engineering; Metallurgy; Optics; Engineering; Physics","score_opus":0.03577872043814018,"score_gpt":0.2775764225692894,"score_spread":0.2417977021311492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620825062","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15030095,0.000018474291,0.8451815,0.00006560036,0.00045741,0.00018010369,9.46177e-7,0.00076054025,0.0030344378],"genre_scores_gemma":[0.8952413,0.00001332399,0.10447529,0.0000050770745,0.00004341985,0.0000533216,0.0000037172972,0.000013248077,0.00015125898],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995804,0.0000095774085,0.00013378375,0.00011064656,0.000036987556,0.00012864175],"domain_scores_gemma":[0.9997266,0.000051120194,0.0000199707,0.00013490832,0.000054976223,0.000012428867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029510536,0.00007512023,0.0001134556,0.000080702484,0.000019504758,0.0000025168558,0.00006812284,0.00006764071,0.000007022696],"category_scores_gemma":[0.0003691468,0.00007337603,0.000030927218,0.000084569576,0.000024497811,0.00006163877,0.00001610186,0.00006202007,0.000002786079],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035343375,0.000039984327,0.0004788852,0.0006274894,0.00013847311,2.0525586e-7,0.0006571567,0.11393173,0.7888041,0.014036567,0.0055812118,0.07566885],"study_design_scores_gemma":[0.00009545932,0.000079974896,0.0007776505,0.00001628476,0.000012731682,0.000003025038,0.000115784664,0.018465636,0.976172,0.0011990698,0.0029703276,0.000092067865],"about_ca_topic_score_codex":0.0000015696153,"about_ca_topic_score_gemma":0.0000017483802,"teacher_disagreement_score":0.7449404,"about_ca_system_score_codex":0.000032961256,"about_ca_system_score_gemma":0.0000035112776,"threshold_uncertainty_score":0.29921877},"labels":[],"label_agreement":null},{"id":"W2753475958","doi":"10.5539/apr.v9n5p87","title":"Gravitational Induction as Analog of Amplification of Light in Active Medium","year":2017,"lang":"en","type":"article","venue":"Applied Physics Research","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gravitational field; Gravitation; Physics; Mechanics; Gravitational force; Field (mathematics); Classical mechanics","score_opus":0.1397947168520616,"score_gpt":0.4082063872462104,"score_spread":0.2684116703941488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753475958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810081,0.000028105384,0.009173454,0.00010652493,0.0000867409,0.00018055316,0.000006086339,0.00005513419,0.009355268],"genre_scores_gemma":[0.9960205,0.000047838388,0.0038118993,5.195661e-7,0.000033717755,0.000054883705,0.000009602134,0.000009445667,0.000011619769],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99943113,0.000022057675,0.00012219859,0.00009886622,0.00018968509,0.00013603766],"domain_scores_gemma":[0.9993596,0.00015934881,0.000040850802,0.0003303963,0.000095064,0.0000147411065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050154486,0.0000541105,0.00012537031,0.00015869079,0.000048803973,0.0000055676783,0.00026809468,0.00010683233,0.0000035354415],"category_scores_gemma":[0.00019792921,0.000056914996,0.000016745222,0.00019382358,0.0001722798,0.00007339858,0.0000536523,0.0003336291,0.000006956202],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002230527,0.000028084503,0.00020917263,0.00006353161,0.000023758113,2.956746e-7,0.00034820806,0.004839287,0.8117582,0.16545692,0.000055140423,0.017195046],"study_design_scores_gemma":[0.000122094,0.00001640601,0.055666428,0.000014350719,0.000001960145,1.8251542e-7,0.00016724669,0.00029564372,0.81153923,0.13208324,0.000049148694,0.000044048866],"about_ca_topic_score_codex":0.000035894533,"about_ca_topic_score_gemma":0.0000059887675,"teacher_disagreement_score":0.055457257,"about_ca_system_score_codex":0.000032463122,"about_ca_system_score_gemma":0.000026174344,"threshold_uncertainty_score":0.23209262},"labels":[],"label_agreement":null},{"id":"W2804452587","doi":"10.1088/1757-899x/357/1/012043","title":"Formation flow rate control method in multi-layer production","year":2018,"lang":"en","type":"article","venue":"IOP Conference Series Materials Science and Engineering","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Filter (signal processing); Acoustics; Noise (video); Volumetric flow rate; Quarter (Canadian coin); Noise control; Production (economics); Flow (mathematics); Flow control (data); Active noise control; Production rate; Materials science; Computer science; Engineering; Noise reduction; Electrical engineering; Telecommunications; Physics; Mechanics; Process engineering; Geography; Economics","score_opus":0.050229306731990664,"score_gpt":0.2821513503337859,"score_spread":0.23192204360179525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804452587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64232844,0.000043811244,0.35529345,0.00012833044,0.0013487964,0.00017246767,0.000005898535,0.00060461235,0.00007416994],"genre_scores_gemma":[0.9021098,0.00011193751,0.09759674,0.000013259548,0.00007458568,0.000050772316,0.0000016996535,0.000015534626,0.00002564216],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99893975,0.000029361276,0.0002545896,0.00025228853,0.000113722555,0.00041029195],"domain_scores_gemma":[0.99954116,0.000029221335,0.00002715264,0.00020756254,0.00014151551,0.00005337388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016921059,0.00018995283,0.00024508373,0.00032234337,0.00009726395,0.000115562565,0.00021020004,0.00011265349,0.000020167437],"category_scores_gemma":[0.0006263537,0.00018293258,0.000010709044,0.00042964486,0.00023975247,0.0011362713,0.000052113257,0.00012413981,0.000009867325],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011517737,0.000003159651,0.000007650419,0.000079973826,0.000004081146,0.0000018066596,0.00034391615,0.022469912,0.9733328,0.0010104792,0.000010076067,0.0027246035],"study_design_scores_gemma":[0.00018138527,0.000039126426,0.0040444597,0.000062504834,0.0000048899274,0.000026974498,0.000097833756,0.17367484,0.8212704,0.000107136846,0.00029919925,0.00019122745],"about_ca_topic_score_codex":0.000007987136,"about_ca_topic_score_gemma":0.000014902393,"teacher_disagreement_score":0.25978136,"about_ca_system_score_codex":0.00006974605,"about_ca_system_score_gemma":0.000028536258,"threshold_uncertainty_score":0.7459774},"labels":[],"label_agreement":null},{"id":"W2854541228","doi":"10.5539/jmsr.v7n3p58","title":"Experimental Study of Pipes Extrusion Process by Using Method of Coordinate Grids","year":2018,"lang":"en","type":"article","venue":"Journal of Materials Science Research","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Extrusion; Materials science; Process (computing); Pressing; Mechanical engineering; Flow (mathematics); Material flow; Coordinate system; Engineering drawing; Mechanics; Composite material; Computer science; Engineering; Artificial intelligence","score_opus":0.16381677493749833,"score_gpt":0.49203309707597376,"score_spread":0.3282163221384754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2854541228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98928285,0.00022436783,0.009820628,0.000009019754,0.0004695385,0.00012267868,0.0000027733042,0.00002327153,0.000044847846],"genre_scores_gemma":[0.9714247,0.00002191776,0.028480906,4.5807207e-7,0.00005568188,0.000002436365,5.2381374e-8,0.000009834304,0.000004012338],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982544,0.00021610245,0.00045215208,0.000115563314,0.0006657897,0.00029597947],"domain_scores_gemma":[0.9989054,0.00013638663,0.00013446831,0.00017842448,0.0005921667,0.000053136762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009590623,0.00008392322,0.00031966632,0.00059236534,0.00010576092,0.00002639221,0.0006904484,0.00006858524,0.000035210796],"category_scores_gemma":[0.00071386545,0.0000649227,0.000020938878,0.0007269815,0.0006615048,0.00029697228,0.00016146779,0.0001790125,6.566305e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056118624,0.00012480348,0.000078856414,0.00006538061,0.000012170709,0.0000034177306,0.00089157425,0.0013579704,0.9966613,0.000021924203,0.000035557958,0.00069092005],"study_design_scores_gemma":[0.00025444652,0.001228123,0.00023381079,0.0000903111,0.0000054500215,0.00004040914,0.002935838,0.00091006316,0.9940743,0.0001622876,0.00000882663,0.000056124696],"about_ca_topic_score_codex":0.000021371381,"about_ca_topic_score_gemma":2.6253045e-7,"teacher_disagreement_score":0.018660277,"about_ca_system_score_codex":0.000067196146,"about_ca_system_score_gemma":0.00008470512,"threshold_uncertainty_score":0.33239377},"labels":[],"label_agreement":null},{"id":"W2887989602","doi":"10.1007/s00170-018-2406-y","title":"Improving the accuracy of a profile grinding wheel grooving robot attachment for a CNC grinding machine","year":2018,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Grinding; Grinding wheel; Robot; Mechanical engineering; Materials science; Computer science; Engineering; Engineering drawing; Artificial intelligence","score_opus":0.019178412121554942,"score_gpt":0.29316698463608104,"score_spread":0.2739885725145261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887989602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71450526,0.00052665255,0.28123224,0.001454078,0.0016588607,0.00026726673,0.000008594775,0.00028060985,0.000066478395],"genre_scores_gemma":[0.8824882,0.00017739813,0.11697048,0.000030607203,0.0002387816,0.00003717245,0.0000013292347,0.000031401025,0.00002461878],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99872637,0.000021514168,0.0005609956,0.00014757045,0.00022857361,0.00031497458],"domain_scores_gemma":[0.99836886,0.0006094086,0.00046387847,0.00033808235,0.00019589411,0.000023883025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008101349,0.00020368317,0.00029436406,0.00049077725,0.00013983996,0.00002509265,0.0016596192,0.00015850531,0.000012268982],"category_scores_gemma":[0.001066937,0.0001312933,0.0001317338,0.00013899308,0.00024391121,0.00021451767,0.00032427022,0.0006213295,0.000001920987],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023287584,0.000036321184,0.0005187202,0.00011780022,0.00061506976,0.00001827653,0.00036293993,0.054557282,0.6355435,0.005058108,0.00016681413,0.30277225],"study_design_scores_gemma":[0.0006461793,0.00019882353,0.0010421167,0.00017220361,0.00004278358,0.0002952959,0.0003664627,0.0033973914,0.9849302,0.006985684,0.0017764984,0.00014632446],"about_ca_topic_score_codex":0.0000068992526,"about_ca_topic_score_gemma":0.000014747691,"teacher_disagreement_score":0.3493867,"about_ca_system_score_codex":0.0001628918,"about_ca_system_score_gemma":0.000026037624,"threshold_uncertainty_score":0.53539854},"labels":[],"label_agreement":null},{"id":"W2894289461","doi":"10.1016/j.cjca.2018.07.328","title":"GENOMIC ARCHITECTURE OF TETRALOGY OF FALLOT AND GENOMIC PREDICTORS OF ADVERSE RIGHT VENTRICULAR REMODELLING","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Tetralogy of Fallot; Medicine; Internal medicine; Etiology; Cardiology; Heart disease; Bioinformatics; Biology","score_opus":0.011479554994961862,"score_gpt":0.1971347419643187,"score_spread":0.18565518696935684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894289461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9259395,0.0027758048,0.07020982,0.000013529632,0.0005984618,0.000049888007,0.000021422338,0.000012063329,0.00037948258],"genre_scores_gemma":[0.9905502,0.00021537542,0.009024692,0.0000032059659,0.00018792888,4.6663658e-7,7.695651e-7,0.00001429697,0.000003021503],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99922097,0.000063551575,0.00038810057,0.0000760593,0.000038471728,0.00021284149],"domain_scores_gemma":[0.9994461,0.00008772255,0.00010114142,0.00016017408,0.00009340239,0.000111494584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034282418,0.000105637955,0.0005226428,0.0004839667,0.000017573268,5.8351515e-7,0.00021181404,0.00023124718,0.0000046916025],"category_scores_gemma":[0.00013420542,0.00009742729,0.00011207712,0.000100645724,0.00043440994,0.000021334536,0.000013632534,0.00025091795,3.1833807e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005121675,0.0000015542938,0.06869024,0.00020467954,0.0008599628,0.00014965318,0.0004545083,0.84752536,0.07839423,0.0009158854,0.00022575226,0.0025269608],"study_design_scores_gemma":[0.0051569645,0.005320436,0.52758944,0.0008416684,0.0017339629,0.01050989,0.0008789087,0.008428902,0.32479873,0.021838311,0.09128869,0.0016140861],"about_ca_topic_score_codex":0.00007939808,"about_ca_topic_score_gemma":0.00012956862,"teacher_disagreement_score":0.8390964,"about_ca_system_score_codex":0.0000460081,"about_ca_system_score_gemma":0.00012839196,"threshold_uncertainty_score":0.39729697},"labels":[],"label_agreement":null},{"id":"W2902661708","doi":"10.1139/tcsme-2017-507","title":"THE VARIATOR WITH LEVER MECHANISMS","year":2017,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Lever; Range (aeronautics); Control theory (sociology); Mechanism (biology); Computer science; Engineering; Physics; Mechanical engineering; Control (management); Artificial intelligence","score_opus":0.019558262822977294,"score_gpt":0.21914458744756637,"score_spread":0.19958632462458908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902661708","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020208657,0.000095503085,0.995292,0.00096948055,0.00096722663,0.0002824642,0.000045925834,0.00025635894,0.00007018686],"genre_scores_gemma":[0.88724935,0.000040693158,0.112353966,0.000023317452,0.000028152646,0.00010504908,6.618868e-7,0.000046661302,0.00015217438],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992868,0.0000047664166,0.00014284175,0.000113945694,0.000095450334,0.0003562164],"domain_scores_gemma":[0.99899614,0.00013623247,0.000032786076,0.0006986549,0.00003768163,0.00009848401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003325229,0.00014850519,0.0001554978,0.000023934093,0.0009458373,0.000048506172,0.0007669998,0.00020893819,0.000005555777],"category_scores_gemma":[0.00009838495,0.00009817121,0.00028719983,0.00007848131,0.00009212438,0.00008674564,0.000010631835,0.00034513688,7.250593e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001917093,0.0000130656035,0.0000037182363,0.0002799464,0.001300534,0.0000014420494,0.00022259346,0.6627136,0.03241798,0.29099622,0.0007710796,0.011260671],"study_design_scores_gemma":[0.0013211779,0.00016812916,0.00060246483,0.00019977418,0.00046100855,0.00004236331,0.00024937585,0.6699935,0.27447897,0.0148627255,0.036742613,0.000877878],"about_ca_topic_score_codex":0.0010064003,"about_ca_topic_score_gemma":0.010267223,"teacher_disagreement_score":0.88522846,"about_ca_system_score_codex":0.00014112996,"about_ca_system_score_gemma":0.00007239336,"threshold_uncertainty_score":0.7274712},"labels":[],"label_agreement":null},{"id":"W2944037143","doi":"10.5267/j.ijiec.2019.3.001","title":"Mathematical modelling and optimization of surface quality and productivity in turning process of AISI 12L14 free-cutting Steel","year":2019,"lang":"en","type":"article","venue":"International Journal of Industrial Engineering Computations","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Université de Tunis El Manar; Université de Tunis","keywords":"Productivity; Process (computing); Quality (philosophy); Manufacturing engineering; Mechanical engineering; Engineering; Metallurgy; Materials science; Computer science; Economics; Economic growth","score_opus":0.06821550798499196,"score_gpt":0.31535636480046697,"score_spread":0.247140856815475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944037143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5932359,0.00010061719,0.40627772,0.000056012963,0.0002262502,0.000059789014,0.0000040053633,0.000025864494,0.0000138254045],"genre_scores_gemma":[0.8680742,0.000023692926,0.13184458,7.5014344e-7,0.000041935782,8.5807574e-7,0.0000013337672,0.000011451873,0.0000011898508],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99902934,0.000028845223,0.00058220467,0.00008425865,0.0001854957,0.00008985504],"domain_scores_gemma":[0.9990307,0.00047269536,0.00019193778,0.00007583843,0.00020280339,0.000026009502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075388624,0.000099411685,0.00029337817,0.0002826831,0.000008123532,0.000012201087,0.00016601571,0.00011761893,0.0000022062425],"category_scores_gemma":[0.0009345069,0.000102905404,0.000031125463,0.00016385004,0.000031088177,0.00021296764,0.000043067244,0.00034902204,4.9188618e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017198772,0.000019757576,0.0018744112,0.000115525174,0.00007189832,0.0000014083084,0.0003443821,0.99098724,0.004793599,0.0011249996,0.0000010490443,0.0006485495],"study_design_scores_gemma":[0.0006869861,0.000036418165,0.0006796506,0.0004332405,0.00001247492,0.00003076735,0.00013314093,0.9877275,0.009478616,0.0006919262,0.0000026453606,0.00008658392],"about_ca_topic_score_codex":0.0000043058735,"about_ca_topic_score_gemma":2.3353464e-7,"teacher_disagreement_score":0.2748383,"about_ca_system_score_codex":0.00003448176,"about_ca_system_score_gemma":0.000027145798,"threshold_uncertainty_score":0.41963607},"labels":[],"label_agreement":null},{"id":"W2955146682","doi":"10.5539/mer.v9n1p8","title":"The Energy Saving Device for Allocation Fibrous and Roughly of Impurities from Technological Drains of Coloured-Finishing Manufacture","year":2019,"lang":"en","type":"article","venue":"Mechanical Engineering Research","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Clearing; Work (physics); Process engineering; Colored; Simple (philosophy); Energy (signal processing); Impurity; Materials science; Mechanical engineering; Engineering; Composite material; Business; Mathematics; Chemistry","score_opus":0.04030443054385358,"score_gpt":0.30027079791455424,"score_spread":0.25996636737070067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955146682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8189998,0.0028432338,0.17672409,0.00025797286,0.00023737653,0.0003385604,0.000027043701,0.0005209076,0.000050965064],"genre_scores_gemma":[0.9686961,0.00046256525,0.030654075,0.0000032355185,0.00002996554,0.00008219397,0.0000068199342,0.0000351668,0.000029855046],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987566,0.000052894095,0.00031579466,0.00022096986,0.00023657824,0.00041715128],"domain_scores_gemma":[0.9961509,0.0032944607,0.00003366673,0.00037707257,0.00010058677,0.00004328075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013511931,0.000159603,0.00031943916,0.00016218661,0.00007128497,0.000025554453,0.0004593616,0.0004291067,0.0000043490145],"category_scores_gemma":[0.0016984767,0.00012820457,0.00006235352,0.0002544333,0.000119506534,0.00007477487,0.00019555171,0.00056296494,8.1593964e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052397616,0.0000184297,0.0000349637,0.0004970774,0.00013620613,0.0000020922619,0.00011612263,0.055774994,0.77748245,0.14014322,0.00008397146,0.025658093],"study_design_scores_gemma":[0.0003938473,0.00026968474,0.00076833257,0.00020920637,0.00001737679,0.000005504908,0.0003958568,0.2034796,0.77589464,0.0142778605,0.0040526255,0.00023544105],"about_ca_topic_score_codex":0.000037589696,"about_ca_topic_score_gemma":0.000012241195,"teacher_disagreement_score":0.14969628,"about_ca_system_score_codex":0.00005030036,"about_ca_system_score_gemma":0.000017428254,"threshold_uncertainty_score":0.52280307},"labels":[],"label_agreement":null},{"id":"W2966492267","doi":"10.11159/icbes19.140","title":"Osteogenic Growth Factors Complex from Human Mesenchymal Stem Cells, Cultivated By Using Robotic Station","year":2019,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mesenchymal stem cell; Cell biology; Computer science; Biology","score_opus":0.021498070499044186,"score_gpt":0.22541868621448333,"score_spread":0.20392061571543915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966492267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995102,0.00034632933,0.0032038677,0.000011001815,0.00086861086,0.00019058137,0.0000046997825,0.000248082,0.000024864361],"genre_scores_gemma":[0.998603,0.000015963617,0.0012658504,0.0000043251207,0.000028368633,0.0000042775223,6.500026e-7,0.000016208158,0.00006136492],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99897534,0.0000066251764,0.00023266838,0.00028319578,0.00020802415,0.0002941583],"domain_scores_gemma":[0.9995845,0.000104114144,0.00006840496,0.000097749624,0.00007539264,0.00006986592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002125628,0.00019725565,0.00029885262,0.00022470711,0.00010924567,0.00009636606,0.00034487405,0.00007063454,6.434003e-7],"category_scores_gemma":[0.000012926364,0.0001480362,0.00003108561,0.00056749076,0.000099686025,0.00015861953,0.00009445657,0.00024660217,3.6244205e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004509506,0.000012733518,0.0047922726,0.00020336488,0.000045481844,2.9965898e-7,0.000090135334,0.098869644,0.8894061,0.0058696778,0.0001569585,0.0005488689],"study_design_scores_gemma":[0.00016780404,0.00006356149,0.0042012054,0.00015021648,0.00001320359,0.00000408364,0.000019683564,0.8727288,0.12238378,0.000019760948,0.000060533337,0.00018731462],"about_ca_topic_score_codex":0.00003715,"about_ca_topic_score_gemma":3.2491005e-7,"teacher_disagreement_score":0.7738592,"about_ca_system_score_codex":0.000053929776,"about_ca_system_score_gemma":0.000006943006,"threshold_uncertainty_score":0.6036741},"labels":[],"label_agreement":null},{"id":"W2975702197","doi":"","title":"APPLICATION OF SUPERABSORBENT COOLANT AS A NOVEL APPROACH TO SEMI-DRY MACHINING","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Coolant; Machining; Superabsorbent polymer; Engineering; Manufacturing engineering; Environmental science; Materials science; Mechanical engineering; Composite material","score_opus":0.017812545949217072,"score_gpt":0.22196927448267492,"score_spread":0.20415672853345784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975702197","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043382872,0.00017487502,0.43942887,0.000006654951,0.0004814067,0.00045920885,0.000044864726,0.0008933251,0.5151279],"genre_scores_gemma":[0.39261976,0.00021231675,0.33153433,0.000054728043,0.00025874717,0.000042817734,0.0010903974,0.00032858073,0.27385834],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990097,0.000022060369,0.00020929043,0.00034992612,0.00013789104,0.00027110794],"domain_scores_gemma":[0.9993845,0.00004024486,0.00006832135,0.00036164903,0.00007032164,0.00007494815],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000117034084,0.00031030254,0.00039030638,0.0003470333,0.00005362111,0.000011422466,0.0005118767,0.00053572404,0.00079424813],"category_scores_gemma":[0.000033577173,0.00036402102,0.000095316005,0.000481311,0.000036484817,0.000080942686,0.00007372884,0.00039609842,0.00004510653],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060079055,0.00028701927,0.0007366465,0.0036609992,0.0010935747,0.000025745263,0.0062251077,0.09021679,0.1268294,0.02541673,0.001331742,0.74357545],"study_design_scores_gemma":[0.0024252913,0.00053769466,0.005238552,0.0010693602,0.00078220904,0.000033315955,0.01777544,0.0865819,0.13573708,0.0005134211,0.74632,0.0029857457],"about_ca_topic_score_codex":0.00007475949,"about_ca_topic_score_gemma":0.00006398619,"teacher_disagreement_score":0.74498826,"about_ca_system_score_codex":0.00010909972,"about_ca_system_score_gemma":0.00002794802,"threshold_uncertainty_score":0.99988115},"labels":[],"label_agreement":null},{"id":"W2995831954","doi":"10.32370/ia_2019_12_17","title":"PATENT PROTECTION OF INTEGRATIVE TECHNICAL SYSTEM – containing subsystems interconnected by elements of artificial intelligence and artificial neural networks. The use of analytical and algorithmic tools in the preparation of applications for the issuance of patent documents in the United States","year":2019,"lang":"en","type":"article","venue":"Intellectual Archive","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Computer science; Systems engineering; Hierarchy; Product (mathematics); Manufacturing engineering; Artificial intelligence; Management science; Risk analysis (engineering); Engineering management; Engineering; Business","score_opus":0.1469090516662193,"score_gpt":0.31645642947883285,"score_spread":0.16954737781261356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995831954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54938513,0.00008327412,0.44903246,0.000028531576,0.00002534854,0.0013999005,0.000032904445,0.000010657026,0.0000018229713],"genre_scores_gemma":[0.9986108,0.00008010609,0.00090169266,0.000003283291,0.000006160721,0.00037108271,0.000019957568,0.000006401743,5.2071624e-7],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986945,0.0002875356,0.0006708548,0.00012275399,0.00010562067,0.00011875577],"domain_scores_gemma":[0.99527955,0.004249557,0.00018428815,0.00019832519,0.00008114022,0.0000071522663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086909265,0.000113522074,0.00027381515,0.00013651304,0.000025483701,0.00001160775,0.00023430264,0.000063036576,7.320683e-7],"category_scores_gemma":[0.00061439216,0.000057309477,0.0000403562,0.00039845053,0.00028597395,0.00005195746,0.000047236877,0.0002483313,5.2712867e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022446113,0.00028443162,0.0014854404,0.000975203,0.00040595618,6.2930803e-7,0.05171046,0.78546715,0.061195966,0.029467655,0.000052131454,0.06671035],"study_design_scores_gemma":[0.00009087096,0.0005466226,0.00049212365,0.00019349222,0.000031980147,0.0000039308634,0.01274045,0.9641167,0.020926755,0.0007840608,0.000020320453,0.000052706062],"about_ca_topic_score_codex":0.00024647475,"about_ca_topic_score_gemma":0.00012411036,"teacher_disagreement_score":0.44922566,"about_ca_system_score_codex":0.000019521287,"about_ca_system_score_gemma":0.000007628867,"threshold_uncertainty_score":0.23370126},"labels":[],"label_agreement":null},{"id":"W2996227322","doi":"10.32370/ia_2019_12_15","title":"Complex Integration of Aerodynamic Micro-Foam Generators into Specialized Technological Devices with Artificial Intelligence and Artificial Neural Networks for System Control","year":2019,"lang":"en","type":"article","venue":"Intellectual Archive","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Aerodynamics; Computer science; Mechanical engineering; Artificial intelligence; Engineering","score_opus":0.03819185075585077,"score_gpt":0.2541986964036815,"score_spread":0.2160068456478307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996227322","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4399509,0.0001267671,0.5588856,0.000027562419,0.00017604114,0.0004054792,0.000013943571,0.0003721275,0.000041626572],"genre_scores_gemma":[0.9304226,0.000021457792,0.06934226,0.000012359854,0.000076198485,0.0000700351,0.000023361445,0.000029397439,0.0000023145537],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99881387,0.00008093817,0.00042717322,0.00029294935,0.00008513001,0.00029991192],"domain_scores_gemma":[0.9984523,0.0011595538,0.000072761875,0.0002130687,0.00006139276,0.000040907256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028543576,0.00025908122,0.00047169623,0.00024318056,0.00007071672,0.000027114545,0.0002493622,0.00021068237,0.000014703577],"category_scores_gemma":[0.0003150054,0.00020568146,0.00006983501,0.00023757418,0.00037787424,0.000057997437,0.000052740368,0.00035684812,0.0000057706784],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001126937,0.000049333095,0.00020480802,0.00037987012,0.00025164936,0.000006020952,0.0013093991,0.35794604,0.4139584,0.04937056,0.00006560334,0.17533135],"study_design_scores_gemma":[0.00016325006,0.0004909162,0.00019971652,0.0000839524,0.0000431294,0.000025868825,0.0013388856,0.91806984,0.074717745,0.0045189373,0.00008315664,0.0002645782],"about_ca_topic_score_codex":0.000012415516,"about_ca_topic_score_gemma":0.000108433735,"teacher_disagreement_score":0.5601238,"about_ca_system_score_codex":0.00004702253,"about_ca_system_score_gemma":0.000011610292,"threshold_uncertainty_score":0.83874464},"labels":[],"label_agreement":null},{"id":"W2996609605","doi":"","title":"Development of a Computational Method for Assessing Static Field Induced Torque on Medical Implants","year":2019,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Torque; Field (mathematics); Computer science; Engineering; Mathematics; Physics","score_opus":0.14745929950690542,"score_gpt":0.3806249636458758,"score_spread":0.23316566413897036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996609605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69176286,0.000007708528,0.30754444,0.000036099005,0.0002282512,0.0001499066,0.0000046241607,0.0002133588,0.000052765663],"genre_scores_gemma":[0.9111177,0.0000034814998,0.08867759,0.000078351164,0.000014590069,0.000002335689,0.000012191971,0.000024034545,0.00006972825],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990012,0.000077319855,0.00022726355,0.00021825469,0.00022458009,0.00025138012],"domain_scores_gemma":[0.99882466,0.0007806015,0.00006352039,0.00019515558,0.000054440592,0.000081621314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057350105,0.0001738945,0.0002868011,0.000331085,0.000054378128,0.000024851082,0.00037717455,0.00030582934,0.000015179158],"category_scores_gemma":[0.00015953454,0.00019057654,0.000056575984,0.0001704001,0.0000145285685,0.00028846806,0.00008984157,0.00040400474,0.000018104209],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053772394,0.000347634,0.6565805,0.002993459,0.0013227749,0.00024438358,0.0034173885,0.08112492,0.09480979,0.0040412433,0.000008777264,0.15457138],"study_design_scores_gemma":[0.0035293887,0.00041640722,0.6594845,0.0013246221,0.000093690374,0.00006477133,0.00079561473,0.0010161191,0.32922027,0.001387703,0.0016009815,0.0010659002],"about_ca_topic_score_codex":4.0258334e-7,"about_ca_topic_score_gemma":0.00003405893,"teacher_disagreement_score":0.23441048,"about_ca_system_score_codex":0.000095871714,"about_ca_system_score_gemma":0.00009765121,"threshold_uncertainty_score":0.77714854},"labels":[],"label_agreement":null},{"id":"W3015710439","doi":"10.1002/adma.202070103","title":"Anisotropic Adhesion: Exploiting Supramolecular Interactions from Polymeric Colloids for Strong Anisotropic Adhesion between Solid Surfaces (Adv. Mater. 14/2020)","year":2020,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Adhesive; Adhesion; Supramolecular chemistry; Anisotropy; Colloid; Nanotechnology; Composite material; Polymer science; Chemical engineering; Crystallography; Optics; Crystal structure; Chemistry","score_opus":0.037809384449078075,"score_gpt":0.2955492589346074,"score_spread":0.2577398744855293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015710439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.868148,0.00061940844,0.12700127,0.00024417962,0.0012827833,0.00043202305,0.00043981714,0.0017993642,0.00003311019],"genre_scores_gemma":[0.87825614,0.00030001413,0.120568186,0.000057179423,0.00033555878,0.00016227984,0.00019579624,0.00010151534,0.000023302451],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982407,0.00008197156,0.00055492757,0.00044905624,0.00015268273,0.00052063627],"domain_scores_gemma":[0.99904794,0.00030301497,0.0001244938,0.00034295185,0.00006180134,0.00011983246],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012702489,0.00038511207,0.0006743896,0.000072393734,0.00015464277,0.0000718825,0.0003523554,0.0002229144,0.00015623624],"category_scores_gemma":[0.00040028268,0.00040648802,0.00009805797,0.00019145384,0.000054998807,0.00038112066,0.00013704697,0.0001929766,0.00004699937],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006370676,0.000008307816,0.00012365685,0.00017282052,0.000098546014,0.000012313053,0.000114358336,0.007146826,0.98996353,0.00014825568,0.00019375414,0.0019539208],"study_design_scores_gemma":[0.00070285675,0.00021386919,0.0009321165,0.00010902331,0.00008517917,0.0000034172933,0.0003205843,0.00051821367,0.9924444,0.00061998557,0.0036471696,0.00040321526],"about_ca_topic_score_codex":0.000013552326,"about_ca_topic_score_gemma":0.0000024733915,"teacher_disagreement_score":0.010108126,"about_ca_system_score_codex":0.00008681129,"about_ca_system_score_gemma":0.000019610414,"threshold_uncertainty_score":0.9998387},"labels":[],"label_agreement":null},{"id":"W3034059055","doi":"","title":"Treating Drill Cuttings with Susceptors in a Single-mode Cavity Microwave","year":2018,"lang":"en","type":"dissertation","venue":"Duo Research Archive (University of Oslo)","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microwave; Drill cuttings; Drill; Cutting; Mode (computer interface); Materials science; Geology; Engineering; Mechanical engineering; Computer science; Telecommunications; Biology; Drilling; Botany; Operating system","score_opus":0.032938315086640683,"score_gpt":0.28387939773032156,"score_spread":0.25094108264368087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034059055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97376585,0.00014782809,0.010935729,0.00003793352,0.000100483274,0.00032777808,0.000046574987,0.0003139667,0.014323833],"genre_scores_gemma":[0.84823585,0.0003312897,0.14909874,0.0000018687747,0.000052770585,0.0000040407367,0.00041273257,0.00008010068,0.001782604],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99835235,0.00018967896,0.00015330949,0.00038456317,0.00031551678,0.00060457835],"domain_scores_gemma":[0.9988365,0.00046013866,0.00007082188,0.0003714982,0.00017199459,0.0000890192],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006476012,0.00025417286,0.00045008544,0.001238259,0.00016456937,0.000012706673,0.00058482896,0.0003649644,0.000036753558],"category_scores_gemma":[0.00031670704,0.00029672898,0.000090139605,0.00060834794,0.00046060173,0.00012756305,0.000107544474,0.0012650634,0.00001854828],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018700198,0.00034215118,0.0053046057,0.0042439867,0.0007964391,0.0007342786,0.0631496,0.0033346878,0.8214873,0.0021060954,0.0075661014,0.08906473],"study_design_scores_gemma":[0.009988217,0.006904765,0.16865444,0.014111627,0.00048956764,0.00011349026,0.21091253,0.045882955,0.46767333,0.035903007,0.033117548,0.0062485402],"about_ca_topic_score_codex":0.0011472742,"about_ca_topic_score_gemma":0.014251428,"teacher_disagreement_score":0.35381398,"about_ca_system_score_codex":0.00019737719,"about_ca_system_score_gemma":0.0000941655,"threshold_uncertainty_score":0.9999485},"labels":[],"label_agreement":null},{"id":"W3083921471","doi":"10.18280/jesa.530307","title":"Swing Angle Error Compensation of a Computer Numerical Control Machining Center for Special-Shaped Rocks","year":2020,"lang":"fr","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Swing; Compensation (psychology); Numerical control; Machining; Center (category theory); Mechanical engineering; Engineering; Computer science; Engineering drawing; Psychology","score_opus":0.04426920056045865,"score_gpt":0.2761460209259169,"score_spread":0.23187682036545823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083921471","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04010053,0.0036704207,0.9495776,0.0021625182,0.0031527905,0.00040822054,0.0001096163,0.000557547,0.00026070632],"genre_scores_gemma":[0.62705356,0.00013012199,0.3699172,0.00016367795,0.0025523219,0.000010971848,0.000009316248,0.00009700732,0.00006582632],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974607,0.00036434314,0.0010413339,0.00028004986,0.00024708145,0.0006064544],"domain_scores_gemma":[0.99832684,0.00064736773,0.00042637315,0.00019696036,0.00018092744,0.00022151282],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00069649407,0.00039417602,0.00093313947,0.000196708,0.00020536961,0.00010317091,0.00041716715,0.00031652505,0.00016495925],"category_scores_gemma":[0.00078897056,0.00040374853,0.00036070077,0.0002934214,0.00013485689,0.00032669943,0.00009935822,0.0008000541,0.000038228733],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020283581,0.00013759975,0.0034250722,0.002691043,0.001089912,0.00019787492,0.0037307295,0.400568,0.009416821,0.0035025673,0.0072344146,0.56780314],"study_design_scores_gemma":[0.0022680564,0.0006324814,0.03898258,0.0009191292,0.00021147242,0.0006316726,0.00014755037,0.94734824,0.0007405098,0.0014056845,0.0063229585,0.0003896916],"about_ca_topic_score_codex":0.000010909075,"about_ca_topic_score_gemma":0.0000020316372,"teacher_disagreement_score":0.58695304,"about_ca_system_score_codex":0.00019670578,"about_ca_system_score_gemma":0.00005579463,"threshold_uncertainty_score":0.99984145},"labels":[],"label_agreement":null},{"id":"W3086458175","doi":"","title":"Simulation of the Inverse-Kinematics for JACO Manipulator Robot Arm","year":2016,"lang":"en","type":"article","venue":"International Journal of Robotics and Automation","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Inverse kinematics; Kinematics; Robotic arm; Computer science; Inverse; Robotics; Artificial intelligence; Process (computing); Robot; Simulation; Mathematics; Physics; Operating system","score_opus":0.03428913451826353,"score_gpt":0.28579989085636553,"score_spread":0.251510756338102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086458175","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1227297,0.00006487904,0.8756009,0.0005780931,0.00091845414,0.000054025164,0.0000037030763,0.000032830143,0.000017463179],"genre_scores_gemma":[0.9086783,0.000054827273,0.09116763,0.000009892483,0.000065283115,9.69447e-7,4.689861e-7,0.0000065765325,0.000016038139],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995441,0.000009808143,0.0002571087,0.000029955174,0.00011092737,0.000048131675],"domain_scores_gemma":[0.9993469,0.0002594962,0.00014738171,0.00005566151,0.00017865206,0.00001189302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019304725,0.000052153257,0.00009333564,0.000089626665,0.000013367607,0.000007814817,0.00013883207,0.000057727197,0.0000028211791],"category_scores_gemma":[0.00044438976,0.00003119662,0.000048937225,0.000034754077,0.0000270412,0.000104014995,0.000018605828,0.000046305613,2.8854217e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000052317246,0.000007699746,0.00021884446,0.000025445806,0.000057262838,3.019832e-7,0.00003639956,0.9747759,0.011899213,0.0031078102,0.00007209306,0.009793778],"study_design_scores_gemma":[0.00046242427,0.00004369029,0.0054346207,0.00019786373,0.0000299749,0.000014361039,0.00001858202,0.9651048,0.01750443,0.010910229,0.00022099627,0.00005800022],"about_ca_topic_score_codex":2.1216513e-7,"about_ca_topic_score_gemma":7.6445366e-7,"teacher_disagreement_score":0.78594863,"about_ca_system_score_codex":0.000029902541,"about_ca_system_score_gemma":0.000008132606,"threshold_uncertainty_score":0.12721613},"labels":[],"label_agreement":null},{"id":"W3114662796","doi":"10.20998/2079-0775.2020.2.02","title":"EXAMPLE OF MULTICRITERIA OPTIMIZATION FOR A TWO-STAGE REDUCER USING A MODIFIED EVOLUTIONARY ALGORITHM","year":2020,"lang":"en","type":"article","venue":"Bulletin of the National Technical University «KhPI» Series Engineering and CAD","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Reducer; Sequence (biology); Population; Problem statement; Mathematical optimization; Evolutionary algorithm; Algorithm; Process (computing); Computer science; Point (geometry); Scheme (mathematics); Statement (logic); Mathematics; Engineering","score_opus":0.045888669945513716,"score_gpt":0.2401735454708114,"score_spread":0.1942848755252977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114662796","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03865517,0.00022089372,0.9588216,0.0008697565,0.00015339968,0.00031460053,0.00023569616,0.000536074,0.00019283814],"genre_scores_gemma":[0.42115074,0.0000561064,0.57863355,0.000015983873,0.00003315746,0.0000033201327,0.000009640179,0.000018640776,0.000078819714],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994484,0.000017033957,0.00015959388,0.00013824979,0.000114954826,0.00012175782],"domain_scores_gemma":[0.9995926,0.00013425437,0.00004573768,0.00008995765,0.00010140351,0.00003605533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014317204,0.00011718635,0.0001843391,0.00007939973,0.000056457146,0.0000038015992,0.00019804221,0.00013871054,0.000014198799],"category_scores_gemma":[0.0003607377,0.000120413395,0.00007154058,0.00017993263,0.00010303334,0.000044177585,0.000109534616,0.00014773197,1.4582812e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035513924,0.0000095557025,0.000002851187,0.00014653096,0.00003437105,5.227249e-7,0.00003605349,0.95252746,0.040481158,0.006189835,0.0003424446,0.00019371758],"study_design_scores_gemma":[0.00054238865,0.000054409662,0.00017785467,0.00005766202,0.000038764847,0.000011675605,0.00006633835,0.9714377,0.012734392,0.00008566872,0.014620934,0.0001722487],"about_ca_topic_score_codex":0.000020351423,"about_ca_topic_score_gemma":2.5746695e-7,"teacher_disagreement_score":0.38249558,"about_ca_system_score_codex":0.000051237243,"about_ca_system_score_gemma":0.000017415243,"threshold_uncertainty_score":0.4910316},"labels":[],"label_agreement":null},{"id":"W3115858625","doi":"10.32370/ia_2020_12_7","title":"Application of Systems for Complex Integrative Automatic Assembly of Electronic Components Super Systems and Subsystems with Pre-Stamping of Incoming Parts and Elements","year":2020,"lang":"en","type":"article","venue":"Intellectual Archive","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Stamping; Computer science; Mode (computer interface); Systems engineering; Engineering; Mechanical engineering; Human–computer interaction; Operating system","score_opus":0.039060238692772344,"score_gpt":0.26187571376952257,"score_spread":0.22281547507675023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115858625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51667064,0.0006278204,0.48201564,0.000005325977,0.000022294622,0.0005318013,0.00002922679,0.000075484546,0.000021777952],"genre_scores_gemma":[0.99229324,0.00009978362,0.0074238717,0.0000017054506,0.000010569962,0.00012824412,0.000019792331,0.000021282322,0.0000015398626],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99904495,0.00007650644,0.0004477356,0.00015913206,0.0000902202,0.00018144326],"domain_scores_gemma":[0.99861294,0.0010379209,0.0001339685,0.000120007404,0.000059580958,0.00003558705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023259842,0.00015753943,0.0005053785,0.00012149691,0.000025135554,0.0000065746617,0.0001241679,0.000060393053,4.4973552e-7],"category_scores_gemma":[0.0002518823,0.0001301826,0.000026422957,0.00012462786,0.00013013055,0.000046904574,0.000046158457,0.0001357885,1.6241239e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045735718,0.000069644535,0.005124728,0.0149167655,0.001358467,0.0000010324171,0.034339085,0.1104109,0.8165804,0.01132929,0.0001514017,0.0052609006],"study_design_scores_gemma":[0.00039654464,0.00054985797,0.00094320555,0.0005096934,0.000049265065,0.000010201947,0.0019294181,0.969398,0.025836017,0.00011477127,0.00013865596,0.00012435144],"about_ca_topic_score_codex":0.0000712562,"about_ca_topic_score_gemma":0.000009515285,"teacher_disagreement_score":0.8589871,"about_ca_system_score_codex":0.000022618255,"about_ca_system_score_gemma":0.000014047509,"threshold_uncertainty_score":0.53086925},"labels":[],"label_agreement":null},{"id":"W3117217668","doi":"10.32370/ia_2020_12_5","title":"Innovative Design of Equipment and Tools. Innovative Systems with Elements of Artificial Intelligence and Neural Networks","year":2020,"lang":"en","type":"article","venue":"Intellectual Archive","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Production (economics); Order (exchange); Computer science; Set (abstract data type); Engineering management; Manufacturing engineering; Engineering; Business","score_opus":0.10789291374463841,"score_gpt":0.26983349511177923,"score_spread":0.16194058136714082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117217668","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14184974,0.00030765377,0.8573505,0.000025423094,0.00005528853,0.00023772354,0.000011368897,0.00009530212,0.000066984074],"genre_scores_gemma":[0.9577391,0.000109176115,0.042070467,0.000015398906,0.000017690289,0.000028668637,0.0000041809035,0.000014376325,9.143697e-7],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99919224,0.0000610407,0.000347287,0.00015639898,0.00007554688,0.00016745973],"domain_scores_gemma":[0.99881697,0.00090758817,0.00006739278,0.00008185368,0.00009469096,0.00003151196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018220239,0.00015173618,0.00028847138,0.00012372927,0.000020839627,0.000011158545,0.000114725524,0.000059013266,0.000004792081],"category_scores_gemma":[0.0006707219,0.00012695341,0.000008801258,0.0005920284,0.00029840472,0.0000716945,0.00010289339,0.00026462835,3.2523343e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003992777,0.000019278266,0.00016364292,0.00022588702,0.00027888452,0.00000737158,0.010265368,0.8777936,0.0141506605,0.008167011,0.00010488169,0.0884241],"study_design_scores_gemma":[0.00009225881,0.0010956762,0.00016373176,0.000095866155,0.000013282375,0.000009552696,0.0019023101,0.9372756,0.058341254,0.0008234167,0.000022475073,0.00016460009],"about_ca_topic_score_codex":0.0000044967137,"about_ca_topic_score_gemma":7.135734e-7,"teacher_disagreement_score":0.81588936,"about_ca_system_score_codex":0.000009149785,"about_ca_system_score_gemma":0.000012114103,"threshold_uncertainty_score":0.51770097},"labels":[],"label_agreement":null},{"id":"W3139602628","doi":"10.3901/jme.2013.17.110","title":"A Novel Precision-characterization Model of a Revolute Joint Based on the Concept of Spatial Mechanisms with Redundant Elastic Constraints","year":2013,"lang":"en","type":"article","venue":"Journal of Mechanical Engineering","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Revolute joint; Characterization (materials science); Joint (building); Computer science; Structural engineering; Artificial intelligence; Materials science; Engineering; Nanotechnology; Robot","score_opus":0.025761038618544948,"score_gpt":0.20930950061391274,"score_spread":0.18354846199536778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139602628","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.068305984,0.000021145848,0.9309971,0.00011537211,0.00025741456,0.00019261889,0.00001542536,0.000083021856,0.000011970947],"genre_scores_gemma":[0.73271996,0.000010814899,0.26719576,0.000010870969,0.000022662687,0.000009614561,0.0000010235746,0.00002719742,0.0000021166913],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987083,0.000024520788,0.0006538857,0.00010574982,0.00030466155,0.00020289805],"domain_scores_gemma":[0.9988615,0.000392167,0.0002461229,0.00024684178,0.00018459774,0.00006880242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005631264,0.00019706179,0.00046616106,0.00021203475,0.000017909682,0.000008861877,0.0002666902,0.00017178603,0.000040212173],"category_scores_gemma":[0.000888038,0.00013095222,0.00011685646,0.00016111443,0.00006131139,0.00010434592,0.000031808704,0.00048679762,8.8005544e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017612732,0.000020240377,2.3204784e-7,0.000036921712,0.000041631327,0.0000013107372,0.000020929754,0.50123745,0.4903473,0.0072850385,0.0000035335368,0.0009878183],"study_design_scores_gemma":[0.00038989834,0.000292775,0.00009747367,0.0004649054,0.00003403807,0.000031634507,0.00001711322,0.71369004,0.28411382,0.00076714065,0.0000025083548,0.00009861111],"about_ca_topic_score_codex":0.000002618342,"about_ca_topic_score_gemma":2.4612703e-7,"teacher_disagreement_score":0.664414,"about_ca_system_score_codex":0.00004708667,"about_ca_system_score_gemma":0.00004558351,"threshold_uncertainty_score":0.53400767},"labels":[],"label_agreement":null},{"id":"W3197167203","doi":"10.52571/ptq.v16.n31.2019.932_periodico31_pgs_922_936.pdf","title":"NEW SPECIFICATIONS OF THE THEORY OF GROUND CUTTING","year":2019,"lang":"en","type":"article","venue":"PERIÓDICO TCHÊ QUÍMICA","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Excavator; Earthworks; Digging; Hydrostatic equilibrium; Function (biology); Coupling (piping); Mechanical engineering; Cutting tool; Engineering; Hydrostatic pressure; Structural engineering; Geotechnical engineering; Mechanics; Physics","score_opus":0.04310581143434083,"score_gpt":0.23717124835140374,"score_spread":0.1940654369170629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197167203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9499354,0.00093647966,0.03757253,0.00015153427,0.00067394285,0.0001620163,0.0000057475386,0.00036000813,0.010202392],"genre_scores_gemma":[0.9729978,0.00007001157,0.026331306,0.000007197636,0.00002836627,0.0000038910666,9.2306254e-7,0.000017369044,0.00054316554],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994941,0.000029505121,0.00018837876,0.00008929396,0.00007138108,0.00012739307],"domain_scores_gemma":[0.9992632,0.0001830784,0.000044988483,0.00046720958,0.000023746097,0.000017754328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021565422,0.00008566643,0.0001631681,0.00005637435,0.000019284684,0.0000029482403,0.00033950442,0.00009872929,0.0001503051],"category_scores_gemma":[0.00018313667,0.0000666249,0.00006276332,0.00023718445,0.000072340095,0.00003977836,0.000056271674,0.00016960077,0.0000190631],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015363146,0.000026236934,0.0068088947,0.00028031832,0.00014097577,4.1909215e-7,0.0016188427,0.013777761,0.6940553,0.2468438,0.00087772164,0.035554368],"study_design_scores_gemma":[0.000658884,0.00008678065,0.1933287,0.0002493273,0.00009443575,0.000023017103,0.0016160795,0.00370499,0.73379785,0.041010447,0.024940485,0.00048901356],"about_ca_topic_score_codex":0.000009792186,"about_ca_topic_score_gemma":0.0000010001232,"teacher_disagreement_score":0.20583336,"about_ca_system_score_codex":0.00001669016,"about_ca_system_score_gemma":0.000020011794,"threshold_uncertainty_score":0.27168846},"labels":[],"label_agreement":null},{"id":"W3197319275","doi":"10.52571/ptq.v16.n32.2019.616_periodico32_pgs_598_607.pdf","title":"MATHEMATICAL MODELING OF A NEW METHOD OF THERMAL PROTECTION BASED ON THE INJECTION OF SPECIAL COOLANTS","year":2019,"lang":"en","type":"article","venue":"PERIÓDICO TCHÊ QUÍMICA","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Osteoporosis Canada","funders":"Russian Foundation for Basic Research","keywords":"Coolant; Isothermal process; Evaporation; Viscosity; Mass transfer; Thermal; Thermodynamics; Mechanics; Materials science; Heat transfer; Mass flow; Boundary layer; Filtration (mathematics); Chemistry; Composite material; Physics","score_opus":0.05242166187976071,"score_gpt":0.28295019067820215,"score_spread":0.23052852879844143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197319275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.540884,0.00001950423,0.4566493,0.00004540399,0.0001378031,0.0002285774,0.0000028681206,0.00011526105,0.0019172853],"genre_scores_gemma":[0.94994074,0.0000039247843,0.049918067,0.000004211446,0.00006362572,0.000012480449,7.223722e-7,0.000018046738,0.000038180948],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993277,0.000059059974,0.00026528194,0.00010018662,0.00012846068,0.0001193107],"domain_scores_gemma":[0.9994388,0.00017075811,0.000062599865,0.00028018895,0.000031475287,0.000016173488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046626772,0.000107702464,0.00026611134,0.00011416819,0.0000134348575,0.0000022225136,0.00015469456,0.00015431664,0.0002551483],"category_scores_gemma":[0.0002549598,0.00007989114,0.00007684181,0.0001665612,0.00003609481,0.00003215342,0.000021110258,0.00021630613,0.000011399836],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011078031,0.000031393196,0.00003679416,0.00024546293,0.00003787772,1.7110945e-7,0.00037493196,0.7508344,0.23835161,0.0021035299,0.000024564391,0.007848475],"study_design_scores_gemma":[0.00020216288,0.00017758903,0.00019217942,0.00010268575,0.000016897995,0.00000399511,0.000097691496,0.81889546,0.1787816,0.0014264332,0.00003281233,0.00007048596],"about_ca_topic_score_codex":0.000019533085,"about_ca_topic_score_gemma":8.7214534e-7,"teacher_disagreement_score":0.40905675,"about_ca_system_score_codex":0.000019977437,"about_ca_system_score_gemma":0.00002242734,"threshold_uncertainty_score":0.32578662},"labels":[],"label_agreement":null},{"id":"W3204182499","doi":"10.1088/1757-899x/1180/1/012059","title":"Increasing Boiling Fluid Flowing Efficiency from Motive Nozzles of Two-Phase Ejectors","year":2021,"lang":"en","type":"article","venue":"IOP Conference Series Materials Science and Engineering","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nozzle; Boiling; Mechanics; Diffuser (optics); Mechanical engineering; Computational fluid dynamics; Materials science; Engineering; Thermodynamics; Physics; Optics","score_opus":0.024458027755598813,"score_gpt":0.2624623843056077,"score_spread":0.2380043565500089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204182499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9687173,0.00062172895,0.028611867,0.000022117843,0.0011351458,0.00007994044,0.00004068308,0.0006041682,0.00016705852],"genre_scores_gemma":[0.96203214,0.00029091805,0.03755498,0.0000056399776,0.00006594892,0.000011582888,0.000008762864,0.000026402335,0.0000036143917],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984897,0.000032666954,0.0003832027,0.0003695118,0.0002440196,0.0004808968],"domain_scores_gemma":[0.9991764,0.00016006136,0.000032754317,0.000327569,0.00020483388,0.000098387776],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008404198,0.0002719724,0.0004527526,0.00024101532,0.000135396,0.00014710368,0.0003278478,0.00011819846,0.000042407508],"category_scores_gemma":[0.0012521112,0.00028204804,0.000032706568,0.00057572086,0.00035275807,0.0006521443,0.00019655452,0.00015892045,0.0000025065635],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010620862,0.000009836849,0.00003639913,0.00010634599,0.000019591444,0.000018560613,0.00047712482,0.020789636,0.9747294,0.002397752,0.0000012542467,0.0014034705],"study_design_scores_gemma":[0.00029713035,0.0000394787,0.0007466791,0.00023175005,0.000021241602,0.00004512043,0.00048625623,0.015518263,0.98203164,0.00024748332,0.00004826043,0.0002867174],"about_ca_topic_score_codex":0.00008062556,"about_ca_topic_score_gemma":0.0000057019142,"teacher_disagreement_score":0.008943113,"about_ca_system_score_codex":0.00005378602,"about_ca_system_score_gemma":0.000112611335,"threshold_uncertainty_score":0.99996316},"labels":[],"label_agreement":null},{"id":"W3207938609","doi":"10.3849/2336-2995.22.2013.01.149-159","title":"The Use of Simulation Technologies in the Preparation for New Types of Operations","year":2013,"lang":"en","type":"article","venue":"Vojenské rozhledy","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Simulation training; Computer science; Systems engineering; Control (management); Training (meteorology); Simulation; Engineering management; Command and control; Operations research; Engineering; Telecommunications; Artificial intelligence","score_opus":0.09060294358675014,"score_gpt":0.31593501487650105,"score_spread":0.2253320712897509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207938609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50701624,0.0008346883,0.4893347,0.00087004394,0.0002547718,0.0010454394,0.0000062622053,0.00054189353,0.00009598045],"genre_scores_gemma":[0.960766,0.00010018585,0.03895292,0.0000043508653,0.0000122731635,0.00009265091,0.000003062599,0.000006948407,0.000061578205],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996074,0.000020225696,0.00018166161,0.00005544982,0.00004349927,0.00009180785],"domain_scores_gemma":[0.99893975,0.0007486154,0.000021457285,0.00024560353,0.00004077509,0.0000037859277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017165586,0.000060700255,0.000093583185,0.00006904314,0.000034548608,0.000013791005,0.00016243833,0.00010207603,0.0000018779118],"category_scores_gemma":[0.0008148549,0.00003666465,0.000025875232,0.0001496953,0.000051062198,0.00012320002,0.000016067017,0.00007913905,0.0000020031732],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043748637,0.0000053232184,0.00013229727,0.00001539496,0.000012118154,2.987285e-8,0.00019576133,0.97666246,0.005526549,0.0052960757,0.0009171643,0.011232469],"study_design_scores_gemma":[0.00023813297,0.00010699727,0.003736566,0.000025658703,0.000020215708,9.504178e-7,0.00047787227,0.92554253,0.04923338,0.00662249,0.013885524,0.00010969863],"about_ca_topic_score_codex":0.000031430725,"about_ca_topic_score_gemma":0.000059199454,"teacher_disagreement_score":0.4537498,"about_ca_system_score_codex":0.000008494821,"about_ca_system_score_gemma":0.00000888043,"threshold_uncertainty_score":0.1495141},"labels":[],"label_agreement":null},{"id":"W4200477718","doi":"10.5267/j.esm.2021.12.001","title":"A comparative analysis of the stress-strain state of disc specimens in assessing the structural strength of materials","year":2021,"lang":"en","type":"article","venue":"Engineering Solid Mechanics","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"SSS*; Structural engineering; Principal stress; Stress (linguistics); Materials science; Stress–strain curve; Finite element method; Composite material; Computer science; Engineering; Shear stress","score_opus":0.02570877065841853,"score_gpt":0.3010107812319168,"score_spread":0.2753020105734983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200477718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.962064,0.0004147617,0.036461428,0.000016647042,0.00040339754,0.000105931926,0.0004277098,0.00008386396,0.000022219576],"genre_scores_gemma":[0.99029607,0.000063466556,0.00957807,0.0000013831781,0.000010925472,0.0000073577735,0.000019177916,0.000016721177,0.0000068141553],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99888325,0.00007586969,0.00052525976,0.0001357546,0.00015301595,0.00022688153],"domain_scores_gemma":[0.99906826,0.00026773772,0.00012805418,0.00045883283,0.000058919366,0.000018189672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036303836,0.00018314412,0.0006682166,0.00021921603,0.000018706234,0.0000103198845,0.0003187957,0.0000949735,0.000014571519],"category_scores_gemma":[0.00021878842,0.00013175682,0.00013101978,0.0010858063,0.00004188121,0.0000642745,0.00010888477,0.00026219984,1.08590555e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014343356,0.0000074167738,0.00006558045,0.00009366446,0.00036734287,0.0000017156314,0.00051450706,0.6127297,0.38317087,0.0029290433,9.387346e-7,0.00011772482],"study_design_scores_gemma":[0.00010936027,0.000010064526,0.016325621,0.00010619138,0.00015530805,0.0000018405466,0.00037410614,0.2224528,0.75997484,0.00037939844,0.0000072023204,0.000103297694],"about_ca_topic_score_codex":0.0000074568934,"about_ca_topic_score_gemma":0.00003782205,"teacher_disagreement_score":0.39027694,"about_ca_system_score_codex":0.000037365702,"about_ca_system_score_gemma":0.000027616601,"threshold_uncertainty_score":0.5372888},"labels":[],"label_agreement":null},{"id":"W4237971052","doi":"10.1016/j.prosdent.2005.02.018","title":"Fundamentals of extracoronal tooth preparation. Part I. Retention and resistance form","year":2005,"lang":"en","type":"article","venue":"Journal of Prosthetic Dentistry","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Orthodontics; Dentistry; Medicine","score_opus":0.026694865582264873,"score_gpt":0.28012334951334156,"score_spread":0.2534284839310767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237971052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9740402,0.004106255,0.020705814,0.000090701964,0.00037929788,0.00006309383,0.0000041111643,0.000049138613,0.00056140305],"genre_scores_gemma":[0.9353405,0.00042547742,0.063579135,0.000004296368,0.00005655094,0.0000028457684,7.756548e-7,0.000008233163,0.0005821506],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99938965,0.000013693577,0.0003362233,0.000054065546,0.000110785535,0.00009561216],"domain_scores_gemma":[0.9996833,0.00002840189,0.0001268726,0.00009326084,0.000041282947,0.000026863021],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037625327,0.00007002639,0.00014833908,0.000063080224,0.000020693762,0.000011852163,0.0000863676,0.000083382554,0.000025726922],"category_scores_gemma":[0.00006051824,0.00006493003,0.000045692213,0.000047785645,0.00005963181,0.00017606259,0.000014359789,0.00014233432,0.0000015406583],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074067584,0.00043830616,0.010724223,0.0027405652,0.00083936256,0.00025643475,0.0019433618,0.017132662,0.7146633,0.022170546,0.029346686,0.19900383],"study_design_scores_gemma":[0.0036939546,0.00091668207,0.10803486,0.0018426477,0.00038069172,0.005910259,0.0006908481,0.0029617234,0.72714657,0.030180149,0.117319934,0.00092171156],"about_ca_topic_score_codex":1.3504015e-7,"about_ca_topic_score_gemma":0.0000029210103,"teacher_disagreement_score":0.19808212,"about_ca_system_score_codex":0.0000334673,"about_ca_system_score_gemma":0.000010031379,"threshold_uncertainty_score":0.26477697},"labels":[],"label_agreement":null},{"id":"W4248954590","doi":"10.1007/978-1-4614-0986-1_5","title":"Passive Mixer","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science","score_opus":0.046874389921521833,"score_gpt":0.2156135054033719,"score_spread":0.16873911548185005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248954590","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000059414183,0.0010537285,0.04362299,0.00001749339,0.000709985,0.000067431094,0.0000056941863,0.0031557032,0.95136106],"genre_scores_gemma":[0.001180873,0.0014787018,0.031488575,0.000028017063,0.0000973964,0.000013847615,0.0000088722945,0.000114176655,0.9655895],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99953973,0.0000017686478,0.00012609024,0.00013280484,0.00004304606,0.0001565516],"domain_scores_gemma":[0.9995827,0.00003718384,0.000015662805,0.0003200322,0.000015568721,0.000028872939],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004267941,0.00023612358,0.0002399356,0.00012667131,0.000012407202,0.000003259566,0.00018459017,0.0007331901,0.0013869884],"category_scores_gemma":[0.000018124287,0.00021673905,0.000078100165,0.000008954799,0.0000544593,0.000022845503,0.000044264274,0.00041789195,0.0006217957],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013863624,0.0000011675269,4.2961784e-7,0.000068355126,0.00016475667,0.00003214582,0.000023749846,0.00019821648,0.00014445388,0.925767,0.029013403,0.04458492],"study_design_scores_gemma":[0.000058668047,0.00002157299,0.00001667842,0.0000618547,0.000045130004,0.000016500395,0.0000020167574,0.000047338788,0.0047880495,0.23223138,0.76226354,0.0004472563],"about_ca_topic_score_codex":0.0000012158922,"about_ca_topic_score_gemma":0.0000019606598,"teacher_disagreement_score":0.73325014,"about_ca_system_score_codex":0.00002290004,"about_ca_system_score_gemma":0.0000047701847,"threshold_uncertainty_score":0.9995259},"labels":[],"label_agreement":null},{"id":"W4249890140","doi":"10.2139/ssrn.3955533","title":"Investigation of the Effect of Consciousness Fields on the Mechanical Properties of Materials","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto and Region Conservation Authority","funders":"","keywords":"Consciousness; Materials science; Psychology; Philosophy; Epistemology","score_opus":0.01850359435400496,"score_gpt":0.21880768007949414,"score_spread":0.2003040857254892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249890140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99584514,0.00097146456,0.0024841668,0.00034060646,0.00024490064,0.00006540626,9.879292e-7,0.00002552369,0.000021812019],"genre_scores_gemma":[0.9994424,0.0004080354,0.0000954947,0.000006276941,0.000017630673,0.000004349252,1.6615283e-7,0.0000072576454,0.000018383367],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992167,0.0001977177,0.00019279869,0.000042289466,0.000085103515,0.00026542015],"domain_scores_gemma":[0.99955887,0.00016921775,0.000066204004,0.00016428326,0.0000348142,0.000006643869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013374062,0.00006672737,0.00017436438,0.00002725221,0.000026910113,0.0000027115711,0.00018987677,0.00009791017,0.0000046002674],"category_scores_gemma":[0.0005734778,0.000033885215,0.000054276145,0.00010151335,0.000083732804,0.000018883708,0.000028470255,0.00054838555,2.71777e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021202353,0.0000021156384,0.0001212279,0.00008523804,0.00010215781,2.4737403e-7,0.000058449677,0.0023778751,0.9440384,0.05262111,0.000010195034,0.0005618035],"study_design_scores_gemma":[0.0001165294,0.0001537668,0.00015178733,0.000109030865,0.000024807028,0.00003777279,0.00011040027,0.000081704115,0.97607905,0.02309994,0.000003592093,0.000031596453],"about_ca_topic_score_codex":0.000003851233,"about_ca_topic_score_gemma":0.000015576756,"teacher_disagreement_score":0.0320407,"about_ca_system_score_codex":0.000037375383,"about_ca_system_score_gemma":0.00012243356,"threshold_uncertainty_score":0.23824929},"labels":[],"label_agreement":null},{"id":"W4251015479","doi":"10.1088/1742-6596/1278/1/011001","title":"V International Scientific and Practical Conference “Virtual Simulation, Prototyping and Industrial Design 2018”","year":2019,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Virtual prototyping; Computer science; Engineering management; Visualization; Virtual reality; Modeling and simulation; Systems engineering; Engineering; Software engineering; Simulation; Human–computer interaction; Artificial intelligence","score_opus":0.1400183418432993,"score_gpt":0.3175058391081359,"score_spread":0.1774874972648366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251015479","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30565473,0.000060670365,0.69209635,0.00031636772,0.0013014831,0.0001986,0.0000033851804,0.00008054967,0.00028786884],"genre_scores_gemma":[0.97388804,0.000104389626,0.02582337,0.0000037472048,0.00010984438,0.0000032586909,9.774006e-7,0.00000852502,0.00005782932],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993965,0.00004208509,0.00021081218,0.00009972616,0.0001341314,0.000116751624],"domain_scores_gemma":[0.99936104,0.00021467694,0.000095281604,0.00008886116,0.00019942706,0.000040733143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044034127,0.0001061925,0.00018708647,0.00008269125,0.000051364852,0.00014481478,0.00009750446,0.00011085796,0.000022639744],"category_scores_gemma":[0.00031544658,0.00009585647,0.000019222753,0.00007680794,0.00018482181,0.00079559034,0.00004943365,0.00036704855,0.000002645418],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063947117,0.00008750153,0.0041465093,0.00018841881,0.00051538274,0.000038284546,0.0029611904,0.22061573,0.12939605,0.24294397,0.0006497233,0.39781776],"study_design_scores_gemma":[0.004206697,0.0021761784,0.0062334775,0.00108485,0.00018746518,0.0006527565,0.0032796736,0.36821738,0.48913762,0.087061666,0.03633998,0.0014222368],"about_ca_topic_score_codex":3.5831053e-7,"about_ca_topic_score_gemma":2.6737106e-7,"teacher_disagreement_score":0.66823334,"about_ca_system_score_codex":0.000016326117,"about_ca_system_score_gemma":0.000069489775,"threshold_uncertainty_score":0.39089134},"labels":[],"label_agreement":null},{"id":"W4251972626","doi":"10.1007/978-3-642-20617-7_100230","title":"Indexing Cutting of Bevel Gears","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Bevel gear; Search engine indexing; Bevel; Computer science; Engineering drawing; Engineering; Information retrieval; Mechanical engineering","score_opus":0.02964965497857795,"score_gpt":0.22029618845333085,"score_spread":0.1906465334747529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251972626","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015275081,0.00068226055,0.22933985,0.000011586742,0.0003820497,0.00006543005,0.0000037515183,0.0015041712,0.76785815],"genre_scores_gemma":[0.057616662,0.0009835657,0.316988,0.000045284585,0.0002668082,0.000012690534,0.000020697998,0.0003173234,0.62374896],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993354,0.00000394015,0.00025602218,0.00013550589,0.00007892526,0.00019020523],"domain_scores_gemma":[0.9994541,0.00014070071,0.00004853283,0.00030753968,0.000023649398,0.000025508352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026475798,0.00022062498,0.0003943069,0.00021215092,0.000014508442,0.000003298368,0.00021144717,0.0006579844,0.00012674826],"category_scores_gemma":[0.00009781593,0.00022328887,0.00008676622,0.0000180624,0.000062114865,0.000017640323,0.00006855193,0.0004988872,0.000032443153],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018722346,0.0000012565537,0.000011369694,0.00051992753,0.00022246792,0.000006640966,0.00004421512,0.014169506,0.0018983865,0.8998988,0.002024853,0.081200674],"study_design_scores_gemma":[0.00057691184,0.00015057859,0.00017326191,0.0018466662,0.00025914639,0.00006894141,0.000038661732,0.019838778,0.049857203,0.1595362,0.76529956,0.0023541055],"about_ca_topic_score_codex":0.0000014740584,"about_ca_topic_score_gemma":0.0000014735111,"teacher_disagreement_score":0.7632747,"about_ca_system_score_codex":0.000025193163,"about_ca_system_score_gemma":0.0000075678695,"threshold_uncertainty_score":0.9105456},"labels":[],"label_agreement":null},{"id":"W4255499189","doi":"10.1007/978-3-642-20617-7_100501","title":"Unconventional Actuator","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Actuator; Geology; Computer science; Artificial intelligence","score_opus":0.026363854375948344,"score_gpt":0.2180441251304941,"score_spread":0.19168027075454575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255499189","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011537274,0.00039605462,0.16368186,0.00003097356,0.0007482887,0.000049202,0.0000054835814,0.0025162725,0.8325603],"genre_scores_gemma":[0.001779889,0.0002907568,0.050910056,0.000038023638,0.00018877223,0.00000886899,0.000025684609,0.00008293688,0.946675],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995647,0.0000021164788,0.00012902221,0.00011758976,0.00006426086,0.00012228153],"domain_scores_gemma":[0.9996379,0.000069425725,0.000014834479,0.00023646312,0.000013628268,0.00002772074],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009987362,0.00019364098,0.00021157457,0.000111277084,0.000013614588,0.0000048916136,0.00014990108,0.0005400069,0.0013648899],"category_scores_gemma":[0.000027588227,0.00018558903,0.00009024752,0.000007412299,0.000042756597,0.000012627731,0.000030304715,0.0003461027,0.0006027572],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.442942e-7,4.988242e-7,3.6121514e-7,0.00006751782,0.000093934934,0.000003682855,0.0000023091873,0.0006295141,0.0000977618,0.96122783,0.018842712,0.019033132],"study_design_scores_gemma":[0.00006100336,0.000012982326,0.000007522426,0.00004397496,0.000022821894,0.000009681669,6.479261e-7,0.00056000514,0.0006484328,0.09236557,0.90600866,0.00025871745],"about_ca_topic_score_codex":2.7975426e-7,"about_ca_topic_score_gemma":0.0000012389465,"teacher_disagreement_score":0.8871659,"about_ca_system_score_codex":0.0000285364,"about_ca_system_score_gemma":0.000006150868,"threshold_uncertainty_score":0.999548},"labels":[],"label_agreement":null},{"id":"W4281295596","doi":"10.6000/2369-3355.2022.09.03","title":"Determining the Thickness Coating of Grinding Powders of Synthetic Diamond Based on a Specific-Surface Approach and using an Extrapolation-Affine 3D Model of Grain","year":2022,"lang":"en","type":"article","venue":"Journal of Coating Science and Technology","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Extrapolation; Coating; Materials science; Grinding; Abrasive; Diamond; Affine transformation; Diamond grinding; Composite material; Mathematics; Geometry; Mathematical analysis; Grinding wheel","score_opus":0.05233032631942485,"score_gpt":0.27221612248898325,"score_spread":0.2198857961695584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281295596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87539554,0.00016276941,0.12416951,0.0000533691,0.00006433848,0.000069559705,0.0000027071833,0.000036963724,0.0000452286],"genre_scores_gemma":[0.8426608,0.000015490881,0.15730557,0.0000033551357,0.000004187156,0.000001413939,1.2804587e-7,0.000008655209,4.3890333e-7],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989604,0.00004875941,0.0004140756,0.00012775057,0.0002743924,0.00017463442],"domain_scores_gemma":[0.99897254,0.00030468093,0.0003674836,0.00018783422,0.00014604286,0.000021438547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025607282,0.00010280451,0.00029092171,0.0006102568,0.00020486682,0.000008784598,0.00037948912,0.00008390201,8.862033e-7],"category_scores_gemma":[0.0007183368,0.00008347582,0.000024655343,0.0008315642,0.00072214386,0.0001341342,0.00010341113,0.00042834244,4.3469153e-9],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056300796,0.000018029936,0.0034161224,0.0000384443,0.0000052555365,5.6514773e-7,0.0003273141,0.5369358,0.45390624,0.0009902305,3.470729e-7,0.004356051],"study_design_scores_gemma":[0.00024379184,0.00023406475,0.0005168063,0.000087106506,0.00001906795,0.00006312644,0.0025051846,0.87421787,0.12115735,0.00087216106,0.0000015512774,0.00008193365],"about_ca_topic_score_codex":0.0000018470267,"about_ca_topic_score_gemma":4.1964472e-7,"teacher_disagreement_score":0.3372821,"about_ca_system_score_codex":0.000034312296,"about_ca_system_score_gemma":0.00006492652,"threshold_uncertainty_score":0.3404045},"labels":[],"label_agreement":null},{"id":"W4288929813","doi":"10.1007/978-3-662-53120-4_300727","title":"Ultrasonic-Assisted Machining","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Ultrasonic sensor; Ultrasonic machining; Machining; Materials science; Acoustics; Metallurgy; Physics","score_opus":0.03669260090639561,"score_gpt":0.23746106119085794,"score_spread":0.20076846028446232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288929813","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005440787,0.0017037492,0.025981536,0.000023439405,0.0010491676,0.00011224327,0.00001053716,0.0045149075,0.96655],"genre_scores_gemma":[0.0061901202,0.0009777192,0.050943084,0.000040051145,0.00008977845,0.0000064023743,0.00003398553,0.00018016939,0.9415387],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99930155,0.000003950336,0.00019247767,0.0001996625,0.000079860976,0.00022251843],"domain_scores_gemma":[0.9993316,0.0001484017,0.000026195114,0.00044879664,0.000013812719,0.0000312251],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012703144,0.00031459596,0.00037134616,0.00017295072,0.000019097815,0.000010786738,0.0002542287,0.00083800533,0.00063194113],"category_scores_gemma":[0.000040035564,0.00030415886,0.000112081514,0.000017395441,0.00003732865,0.000033078424,0.000043657412,0.0007827045,0.0006696],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004379142,0.0000028878378,0.000011697694,0.00033620783,0.00042774001,0.000034868266,0.000027632155,0.008410625,0.0019528342,0.8858409,0.012631776,0.090318434],"study_design_scores_gemma":[0.00029788053,0.00006145682,0.00022222227,0.00036931215,0.00012245527,0.00010668273,0.00001113029,0.0033003073,0.0029270214,0.014939064,0.9763623,0.0012801859],"about_ca_topic_score_codex":9.949356e-7,"about_ca_topic_score_gemma":0.0000030267677,"teacher_disagreement_score":0.9637305,"about_ca_system_score_codex":0.000052289524,"about_ca_system_score_gemma":0.000014852653,"threshold_uncertainty_score":0.99994105},"labels":[],"label_agreement":null},{"id":"W4293240853","doi":"10.18280/mmep.090210","title":"Examination of the Airflow Uneven Distribution over the Combine Harvester Cleaning System","year":2022,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Airflow; Duct (anatomy); Combine harvester; Process (computing); Mechanical engineering; Engineering; Acoustics; Computer science; Automotive engineering; Simulation; Marine engineering; Physics","score_opus":0.023188977175281456,"score_gpt":0.19290489364311686,"score_spread":0.1697159164678354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293240853","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29916182,0.00023995161,0.69974446,0.00004576939,0.0001802857,0.00015827402,0.00000911398,0.00038758802,0.00007272355],"genre_scores_gemma":[0.99485695,0.00001557,0.0049388655,0.0000031069444,0.000014732446,0.00008903468,0.0000049846176,0.000027064567,0.00004966019],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992499,0.00004361535,0.0002517692,0.000111351925,0.00015579877,0.00018757522],"domain_scores_gemma":[0.99949384,0.00018349654,0.000035101384,0.00025192162,0.0000141488035,0.000021511696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007443203,0.0001348252,0.00018080407,0.00003948292,0.00014405881,0.000022631866,0.00021395127,0.000066249566,0.0000033708482],"category_scores_gemma":[0.000046497218,0.00009175469,0.000050556057,0.00019790826,0.00004271118,0.00006885418,0.0001240783,0.00037709484,6.273138e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.01903e-7,0.000008446578,0.000008373255,0.0005460222,0.000023052253,3.4893264e-7,0.0003142356,0.9482949,0.0006131237,0.049791876,0.000015613241,0.0003831398],"study_design_scores_gemma":[0.00011161054,0.000019948082,0.00038440723,0.00014498341,0.000026790463,0.000023892931,0.00011694464,0.9962806,0.00077652856,0.0016628385,0.00034282816,0.00010863766],"about_ca_topic_score_codex":0.00000262341,"about_ca_topic_score_gemma":1.2194457e-7,"teacher_disagreement_score":0.69569516,"about_ca_system_score_codex":0.0000589468,"about_ca_system_score_gemma":0.000003177069,"threshold_uncertainty_score":0.3741648},"labels":[],"label_agreement":null},{"id":"W4299290439","doi":"","title":"Finite Element Modeling of deformable NEMS taking into accountmechanical contact","year":2011,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Center for Diagnosis and Research on Alzheimer's Disease","funders":"","keywords":"Nanoelectromechanical systems; Finite element method; Materials science; Computer science; Structural engineering; Engineering; Nanotechnology; Nanoparticle","score_opus":0.04011773505188171,"score_gpt":0.2510966554597274,"score_spread":0.21097892040784572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4299290439","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.069740556,0.0016647809,0.9132949,0.00019671365,0.00038396014,0.00025453046,0.00001663698,0.0009155503,0.013532377],"genre_scores_gemma":[0.79591054,0.0010486832,0.20271379,0.000009697401,0.000010828061,0.00006270394,0.00007783742,0.000047619636,0.00011833057],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977979,0.0006708713,0.000595856,0.00038603248,0.00019682398,0.00035248915],"domain_scores_gemma":[0.99697995,0.0006078952,0.00026398496,0.0014808823,0.000592113,0.000075176096],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003902816,0.00032269527,0.00047317735,0.00024217498,0.00010586485,0.000056060708,0.0010811612,0.00053321227,0.00005631445],"category_scores_gemma":[0.0014427939,0.00034905886,0.00017290436,0.00019347815,0.000071815564,0.000114366725,0.0009895108,0.00091022375,0.000012936902],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029085839,0.000285702,0.00039560246,0.0017615455,0.00053065957,0.000007935388,0.010856303,0.7120752,0.024617208,0.19196852,0.0001723855,0.057299893],"study_design_scores_gemma":[0.00021614695,5.3003725e-7,0.000069460395,0.0012235339,0.000045631397,0.0000029170399,0.000084477455,0.8537251,0.12779562,0.015950674,0.000561473,0.0003244851],"about_ca_topic_score_codex":0.0007080625,"about_ca_topic_score_gemma":0.00031462923,"teacher_disagreement_score":0.72616994,"about_ca_system_score_codex":0.00011571799,"about_ca_system_score_gemma":0.00007457108,"threshold_uncertainty_score":0.99989617},"labels":[],"label_agreement":null},{"id":"W4301447654","doi":"10.21122/1683-6065-2011-3-104-110","title":"INVESTIGATION OF FORMING OF HIGH-RESISTANT COVERINGS, PRODUCED BY TWO-STAGE METHOD","year":2011,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Stage (stratigraphy); Geology; Paleontology","score_opus":0.3218750035732664,"score_gpt":0.5042965114845092,"score_spread":0.18242150791124273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301447654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93585134,0.00603121,0.05649005,0.000013801949,0.00039049928,0.00030623478,0.000054017488,0.00018981409,0.0006730418],"genre_scores_gemma":[0.92612964,0.0017775262,0.07192747,0.000011464402,0.000022252461,0.000028409315,0.0000058192786,0.00005188373,0.0000455376],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99821717,0.00014431626,0.00083883974,0.0002490143,0.00026839116,0.0002822757],"domain_scores_gemma":[0.998426,0.00029312467,0.0005371685,0.0004923286,0.00016137095,0.00008998375],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019125238,0.00025886053,0.00077504304,0.00060481223,0.000051923667,0.000044665296,0.0014489499,0.00016933314,0.00044313798],"category_scores_gemma":[0.0006864848,0.0002507903,0.00010531273,0.0006589936,0.00013970656,0.0010105988,0.00035716876,0.0003598243,0.0000010121989],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008392728,0.000025699203,0.015074838,0.0004518491,0.00020162406,0.0000046371265,0.00026815516,0.003230955,0.97403663,0.0011328815,0.0011990152,0.0042898064],"study_design_scores_gemma":[0.00030204435,0.00001639796,0.0437319,0.00028359497,0.000060744238,0.0000027429876,0.00005524881,0.00035681733,0.9478769,0.0067541534,0.00032048605,0.00023900492],"about_ca_topic_score_codex":0.0007561545,"about_ca_topic_score_gemma":0.00001230318,"teacher_disagreement_score":0.028657064,"about_ca_system_score_codex":0.000053435644,"about_ca_system_score_gemma":0.00003970344,"threshold_uncertainty_score":0.99999446},"labels":[],"label_agreement":null},{"id":"W4308865021","doi":"10.5267/j.esm.2022.9.002","title":"Stress state of workpieces during upsetting with additional shear","year":2022,"lang":"en","type":"article","venue":"Engineering Solid Mechanics","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Materials science; Shear (geology); Schematic; Ultimate tensile strength; Slip (aerodynamics); Finite element method; Shear stress; Stress (linguistics); Composite material; Metallurgy; Alloy; Deformation (meteorology); Structural engineering; Engineering","score_opus":0.007468175662563037,"score_gpt":0.1984705480874777,"score_spread":0.19100237242491466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308865021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6245976,0.0010737481,0.3676778,0.000035949754,0.0010845915,0.00031319485,0.001273026,0.0038055428,0.00013849046],"genre_scores_gemma":[0.9419244,0.000050958228,0.057580728,0.0000049093273,0.00004795514,0.00016880664,0.0000863096,0.000090422436,0.000045539073],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988925,0.000019817957,0.00026551014,0.000190888,0.00023896317,0.00039234327],"domain_scores_gemma":[0.9994535,0.00013670162,0.000049950784,0.00027994267,0.000027328775,0.00005256875],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002286732,0.00021811743,0.0002889769,0.00027406716,0.00010422642,0.000009388716,0.00028936783,0.000060483915,0.00024667956],"category_scores_gemma":[0.00008878495,0.00024613485,0.000057778572,0.00040226054,0.000014671024,0.00008927183,0.0001383473,0.0005760734,0.0000025060115],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012229684,0.000014388637,0.00000854041,0.00018136563,0.000099221426,0.000025725258,0.00013381036,0.98409647,0.013180083,0.0012008282,0.00010819348,0.00093914283],"study_design_scores_gemma":[0.00077553303,0.00026262793,0.00074318773,0.00032071368,0.000055316686,0.00020254678,0.00037706716,0.7306849,0.2598512,0.0009379996,0.0048182504,0.0009706787],"about_ca_topic_score_codex":0.0000012178816,"about_ca_topic_score_gemma":8.160387e-7,"teacher_disagreement_score":0.31732672,"about_ca_system_score_codex":0.000093762006,"about_ca_system_score_gemma":0.000018132061,"threshold_uncertainty_score":0.9999991},"labels":[],"label_agreement":null},{"id":"W4311847459","doi":"10.3389/fninf.2022.1067040","title":"Neural network system for analyzing statistical factors of patients for predicting the survival of dental implants","year":2022,"lang":"en","type":"article","venue":"Frontiers in Neuroinformatics","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Science and Higher Education of the Russian Federation; Russian Science Foundation; Centre de Recherches Mathématiques","keywords":"Artificial neural network; Computer science; Novelty; Preprocessor; Brain implant; Artificial intelligence; Field (mathematics); Machine learning; Artificial Intelligence System; Dental implant; Data mining; Implant; Medicine","score_opus":0.019507134397790265,"score_gpt":0.235598108786344,"score_spread":0.21609097438855374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311847459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61376274,0.000051191324,0.38303277,0.0000013266388,0.0022496318,0.00034536727,0.00045571025,0.00008520704,0.000016034588],"genre_scores_gemma":[0.94649905,0.0000067823617,0.0533506,0.0000019247175,0.000014334393,0.00004577291,0.00006430117,0.000016313968,9.2246063e-7],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991042,0.000035574707,0.00045488967,0.00005658573,0.000111757356,0.0002370165],"domain_scores_gemma":[0.9991465,0.00056395784,0.000112790534,0.00014058284,0.0000195951,0.000016537457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040248074,0.000102222926,0.0002722603,0.00009981834,0.00008462772,0.000004334638,0.00024902984,0.000044322715,3.3918914e-7],"category_scores_gemma":[0.0002648889,0.00008780801,0.00005683203,0.00015489823,0.00004007568,0.000060796894,0.00007754485,0.00018435498,1.6308926e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049345454,0.000009138822,0.21429862,0.00062189286,0.00004750938,2.510572e-7,0.0004161667,0.78122234,0.000015979555,0.00050818856,0.0014570529,0.0013535216],"study_design_scores_gemma":[0.000511188,0.00016942904,0.023182299,0.00002143601,0.000040136914,0.0000016445488,0.003331245,0.9717881,0.00052868674,0.00016254047,0.0001613902,0.00010192302],"about_ca_topic_score_codex":0.0000015548297,"about_ca_topic_score_gemma":0.0000010254589,"teacher_disagreement_score":0.33273628,"about_ca_system_score_codex":0.00004868869,"about_ca_system_score_gemma":0.000008121067,"threshold_uncertainty_score":0.35807067},"labels":[],"label_agreement":null},{"id":"W4313416446","doi":"10.20998/2079-0775.2022.2.01","title":"REVIEW OF MODERN USE OF GENETIC AND EVOLUTIONARY ALGORITHMS. STRATEGIES, POSSIBILITIES (REVIEW ARTICLE)","year":2022,"lang":"en","type":"article","venue":"Bulletin of the National Technical University «KhPI» Series Engineering and CAD","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Computer science; Relevance (law); Randomness; Management science; Adaptation (eye); Artificial intelligence; Evolutionary algorithm; Data science; Machine learning; Mathematics; Engineering","score_opus":0.0233959527229744,"score_gpt":0.2192699176347676,"score_spread":0.1958739649117932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313416446","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22053313,0.74732774,0.02235252,0.0051556057,0.00036638702,0.0013416769,0.00084914593,0.00116856,0.00090520736],"genre_scores_gemma":[0.635131,0.26044062,0.10368249,0.00017252423,0.000020705365,0.000018657583,0.000014456429,0.00003829544,0.000481223],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934614,0.000043816788,0.00022074948,0.000111923335,0.0001780565,0.000099299934],"domain_scores_gemma":[0.9995193,0.00017268628,0.00006041558,0.00014222869,0.00008226905,0.000023104732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002648862,0.00010454665,0.00024850163,0.00007154181,0.00005056451,0.0000018873138,0.00019764347,0.00006246177,0.0000278758],"category_scores_gemma":[0.00031387544,0.00010241871,0.00006519784,0.00019192911,0.00017178414,0.00004635202,0.00023805824,0.00021873896,9.6578894e-8],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011534603,0.00019799851,0.00043485514,0.06409537,0.00047981125,0.000013689386,0.00018441599,0.77515614,0.030997828,0.08454927,0.032226726,0.011548515],"study_design_scores_gemma":[0.0019532081,0.0010047616,0.08919841,0.026733853,0.0009835071,0.0010665954,0.00072396424,0.054268233,0.009087701,0.014948763,0.79790354,0.0021274588],"about_ca_topic_score_codex":0.0000127820895,"about_ca_topic_score_gemma":4.630263e-7,"teacher_disagreement_score":0.7656768,"about_ca_system_score_codex":0.000051631567,"about_ca_system_score_gemma":0.00002844819,"threshold_uncertainty_score":0.41765136},"labels":[],"label_agreement":null},{"id":"W4323784829","doi":"10.1063/5.0137234","title":"Study of the dependence of an air jet shape on pressure in a Laval nozzle","year":2023,"lang":"en","type":"article","venue":"AIP conference proceedings","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nozzle; Jet (fluid); Mechanics; Displacement (psychology); Supersonic speed; Range (aeronautics); Physics; Flow (mathematics); Materials science; Thermodynamics","score_opus":0.05241345589128385,"score_gpt":0.28534869400314766,"score_spread":0.2329352381118638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323784829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99861646,0.000022833312,0.00008212536,0.000056232577,0.000097717784,0.00022436978,0.0000033292206,0.00040299926,0.00049391185],"genre_scores_gemma":[0.99939144,0.000025942769,0.00048265886,0.000005326802,0.000007798717,0.00004333212,3.5538153e-7,0.000012886446,0.000030272162],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99934894,0.000010617601,0.00017953054,0.00015324044,0.00013730013,0.00017037962],"domain_scores_gemma":[0.99966663,0.000059404476,0.000039709314,0.00015741821,0.000059683633,0.000017177463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003334591,0.000112373455,0.0001967673,0.00014356847,0.000018207893,0.0000048014417,0.0004558279,0.00011747825,0.000005307516],"category_scores_gemma":[0.00030195198,0.000086072105,0.000021486707,0.00045547853,0.000052713112,0.000098811375,0.000097601755,0.00027677015,0.000002348399],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000116411225,0.0005515067,0.54014736,0.0011007065,0.00019390837,0.000017572296,0.028914927,0.02621587,0.375204,0.013920443,0.00048520826,0.01313209],"study_design_scores_gemma":[0.0006389324,0.000692649,0.719125,0.00027430683,0.000037682767,0.0000056390663,0.00751779,0.12668763,0.14209932,0.002564829,0.00009741331,0.00025885762],"about_ca_topic_score_codex":0.00003304343,"about_ca_topic_score_gemma":0.00004355055,"teacher_disagreement_score":0.23310468,"about_ca_system_score_codex":0.000007465823,"about_ca_system_score_gemma":0.000014402156,"threshold_uncertainty_score":0.35099185},"labels":[],"label_agreement":null},{"id":"W4361007478","doi":"10.5539/apr.v15n1p74","title":"Decrease of the Weight (Levitation) of a Rotor With Horizontal Axis of Rotation","year":2023,"lang":"en","type":"article","venue":"Applied Physics Research","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Rotation (mathematics); Levitation; Rotor (electric); Horizontal axis; Brass; Vertical axis; Physics; Horizontal and vertical; Mechanics; Materials science; Mathematics; Geometry; Structural engineering; Engineering; Magnet; Quantum mechanics","score_opus":0.06322688628769568,"score_gpt":0.32366268302200696,"score_spread":0.2604357967343113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361007478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98710895,0.00002982115,0.010929268,0.000020271338,0.000030500638,0.0003232057,0.000011028119,0.00011429038,0.0014326976],"genre_scores_gemma":[0.99415386,0.000028326082,0.0056538368,4.8643847e-7,0.000015090381,0.00011136509,0.0000058602795,0.00001535343,0.000015846515],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993658,0.000033160715,0.00012415554,0.00007723546,0.0002548858,0.00014473217],"domain_scores_gemma":[0.99922925,0.00035971933,0.000027874345,0.00026273497,0.000101507554,0.000018882061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042275438,0.000059187816,0.0001326682,0.00010231382,0.000025584186,0.0000016885964,0.00020386085,0.000055667784,0.0000037862958],"category_scores_gemma":[0.00011780793,0.00004329007,0.00002851809,0.0010026642,0.00018235344,0.000027853584,0.000057846915,0.00019438198,0.0000043571176],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007247267,0.00004139207,0.0007039613,0.0005228222,0.00010634391,7.260102e-7,0.00066566525,0.046537094,0.81458044,0.11499866,0.0002538083,0.0215166],"study_design_scores_gemma":[0.00022396047,0.00005986539,0.008099826,0.000043772998,0.000007740407,2.457466e-7,0.00026417326,0.004498696,0.9732393,0.013455868,0.000052592888,0.000053977546],"about_ca_topic_score_codex":0.0000156072,"about_ca_topic_score_gemma":0.0000031642064,"teacher_disagreement_score":0.15865883,"about_ca_system_score_codex":0.000014670784,"about_ca_system_score_gemma":0.000035366687,"threshold_uncertainty_score":0.17653178},"labels":[],"label_agreement":null},{"id":"W4379511516","doi":"10.2139/ssrn.4450617","title":"A Novel Method for Simulating Ex Vivo Tooth Extractions Under Varying Applied Loads","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Ex vivo; Computer science; Engineering drawing; Materials science; Engineering; Biology; In vivo; Biotechnology","score_opus":0.06698164217939102,"score_gpt":0.33549497534330297,"score_spread":0.26851333316391196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379511516","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020525486,0.0015097988,0.991278,0.00023938809,0.0017744364,0.00042909896,0.000021006894,0.0022216279,0.0004740989],"genre_scores_gemma":[0.22696458,0.0030519234,0.76717114,0.000036160807,0.000969178,0.00025104338,0.000027292435,0.0003470879,0.0011815719],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99646413,0.000041669227,0.000539965,0.00041085883,0.00017672822,0.0023666355],"domain_scores_gemma":[0.99833304,0.0009271605,0.00017536382,0.0004273022,0.000067517045,0.00006959062],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0030496893,0.00046087857,0.0005633431,0.00047912283,0.00023358404,0.000078146404,0.00056322775,0.0008429342,0.000008320904],"category_scores_gemma":[0.0003798138,0.00049009826,0.00030302093,0.0002349324,0.000033282275,0.00008469104,0.00021176647,0.006961402,0.000009394761],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017231143,0.000016055339,0.0000027474027,0.00013216016,0.00067737437,0.0000012791146,0.000075628355,0.89146394,0.0391716,0.052663557,0.00006638392,0.015712077],"study_design_scores_gemma":[0.0008414837,0.00006914657,0.000038990005,0.00016129397,0.0002910485,0.0003418936,0.00084088644,0.28757274,0.004718352,0.7031642,0.0011486044,0.00081136014],"about_ca_topic_score_codex":0.000022497066,"about_ca_topic_score_gemma":0.00008776252,"teacher_disagreement_score":0.65050066,"about_ca_system_score_codex":0.0011749496,"about_ca_system_score_gemma":0.00061807665,"threshold_uncertainty_score":0.9997551},"labels":[],"label_agreement":null},{"id":"W4385431988","doi":"10.18280/jesa.560319","title":"Adaptive Control and Enhanced Algorithm for Efficient Drilling in Composite Materials","year":2023,"lang":"en","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Composite number; Drilling; Computer science; Algorithm; Adaptive control; Control (management); Materials science; Engineering; Mechanical engineering; Artificial intelligence","score_opus":0.023320200626000497,"score_gpt":0.26204011936167276,"score_spread":0.23871991873567228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385431988","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4753549,0.00065222953,0.5223322,0.000026652278,0.00051161856,0.00020172558,0.000023125976,0.00085599546,0.000041533785],"genre_scores_gemma":[0.87071115,0.00034266498,0.12873077,0.000008931685,0.00007952372,0.000043611075,0.0000024294936,0.00004440164,0.00003653028],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989146,0.000095754425,0.0003839749,0.00013831565,0.00009456431,0.00037279402],"domain_scores_gemma":[0.9993718,0.00035311,0.00006903405,0.00010397831,0.000045553083,0.000056468543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008443055,0.00017781845,0.00037788964,0.00034389674,0.00010832302,0.00006303512,0.00013762766,0.000119443255,0.000003868159],"category_scores_gemma":[0.0001636248,0.00016263792,0.000046387097,0.00025511748,0.00006360013,0.00007776202,0.000033050317,0.00020234863,0.000012254478],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024483159,0.000012788333,0.000039454677,0.00022741714,0.0001405859,0.00008656646,0.0005762796,0.3001646,0.24727464,0.00043805566,0.00017707539,0.45083803],"study_design_scores_gemma":[0.0011504918,0.00011347078,0.05185243,0.00038553102,0.000030606356,0.00018988691,0.00014724872,0.90013486,0.042797368,0.0028818755,0.00006350711,0.00025270323],"about_ca_topic_score_codex":0.00000252679,"about_ca_topic_score_gemma":0.0000010811518,"teacher_disagreement_score":0.5999703,"about_ca_system_score_codex":0.00008109876,"about_ca_system_score_gemma":0.000009776212,"threshold_uncertainty_score":0.6632182},"labels":[],"label_agreement":null},{"id":"W4386071211","doi":"10.11159/icmie23.131","title":"Application Limits of small dimensioned Sintered Journal Bearings in Grease-lubricated Planetary Gears","year":2023,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Grease; Lubrication; Computer science; Mechanical engineering; Engineering; Materials science; Composite material","score_opus":0.018295531510039615,"score_gpt":0.21714156638041465,"score_spread":0.19884603487037503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386071211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99856174,0.000022119517,0.000025395526,0.00010466134,0.0006292419,0.00018217364,0.0000094164725,0.00042475757,0.000040491923],"genre_scores_gemma":[0.9958284,0.00016893962,0.0038451613,0.000008653213,0.000050679275,0.00002824294,0.0000046049295,0.000039594284,0.000025751546],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99895996,0.0000052273936,0.0004266175,0.00019608258,0.0001264686,0.00028562208],"domain_scores_gemma":[0.9995353,0.000108346634,0.00010664496,0.00013349808,0.000052435284,0.00006372558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033802414,0.0002096992,0.00038841733,0.0003300601,0.000028314937,0.000023792987,0.00037444467,0.00016583204,0.000003820662],"category_scores_gemma":[0.00023222248,0.0001789729,0.000060626022,0.00049256696,0.00005796155,0.00006956942,0.00013838154,0.0003581727,0.0000013462122],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006612993,0.00001586751,0.000054445296,0.0003292316,0.00004006479,0.0000017537834,0.00000969864,0.005122191,0.9924246,0.0012166746,0.00018440594,0.00053494994],"study_design_scores_gemma":[0.0003449399,0.00003175435,0.00040031428,0.00039396464,0.000024802139,0.000018958812,0.000021293858,0.032193102,0.9656162,0.0006207181,0.00016568946,0.00016824332],"about_ca_topic_score_codex":0.0000048003417,"about_ca_topic_score_gemma":9.2467104e-7,"teacher_disagreement_score":0.027070913,"about_ca_system_score_codex":0.000031637876,"about_ca_system_score_gemma":0.000005261659,"threshold_uncertainty_score":0.7298303},"labels":[],"label_agreement":null},{"id":"W4388508826","doi":"10.18280/jesa.560514","title":"Development of Theoretical and Numerical Framework for Selecting the Cutting Process Parameters for Turned Slender Parts","year":2023,"lang":"en","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Computer science; Engineering drawing; Mechanical engineering; Engineering; Programming language","score_opus":0.043188480068516034,"score_gpt":0.3100544434538992,"score_spread":0.26686596338538315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388508826","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33045176,0.00025082953,0.66815716,0.00011165351,0.00023042601,0.00022643518,0.0000023631205,0.00054724456,0.00002210748],"genre_scores_gemma":[0.54482055,0.000028125183,0.4550055,0.000009434907,0.000036357527,0.00006369342,7.8358283e-7,0.00003106829,0.000004509374],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99885064,0.00006188654,0.0004384914,0.00013341369,0.00012657391,0.0003890167],"domain_scores_gemma":[0.9978223,0.0018163141,0.00011222895,0.00011441266,0.00007977283,0.00005499781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001344625,0.0001662208,0.000290296,0.00012070403,0.00028911067,0.00005163575,0.0002101024,0.00013884982,0.0000025966822],"category_scores_gemma":[0.002785033,0.00011666129,0.00007370528,0.00029415384,0.00013608452,0.00007317885,0.00004093172,0.00032815858,0.000001235251],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006686357,0.000027792761,0.0007274992,0.0026694203,0.00069965096,0.000011083195,0.010091016,0.09774828,0.0038249136,0.066946864,0.0004426282,0.81674397],"study_design_scores_gemma":[0.00062731165,0.00020740982,0.023603436,0.0010279265,0.000142507,0.00045972425,0.0025860688,0.6130989,0.038198456,0.31873247,0.00078853755,0.0005272184],"about_ca_topic_score_codex":1.10174796e-7,"about_ca_topic_score_gemma":1.0018619e-7,"teacher_disagreement_score":0.81621677,"about_ca_system_score_codex":0.00003812611,"about_ca_system_score_gemma":0.000033071712,"threshold_uncertainty_score":0.47573093},"labels":[],"label_agreement":null},{"id":"W4389748808","doi":"10.5267/j.esm.2023.11.001","title":"Additional effect on the deformation zone during plastic metal flow","year":2023,"lang":"en","type":"article","venue":"Engineering Solid Mechanics","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Basis (linear algebra); Moment (physics); Deformation (meteorology); Mechanics; Materials science; Flow (mathematics); Plasticity; Structural engineering; Geometry; Classical mechanics; Composite material; Mathematics; Physics; Engineering","score_opus":0.011745623250220563,"score_gpt":0.21062980843559473,"score_spread":0.19888418518537415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389748808","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45806316,0.00017590156,0.5146586,0.00015208115,0.0053875055,0.0006343287,0.0013574646,0.01931122,0.00025977724],"genre_scores_gemma":[0.99179024,0.00007221495,0.0065701213,0.000015873882,0.000272601,0.0005482018,0.00048981287,0.00012603943,0.0001149264],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989854,0.000025809322,0.00020634568,0.00016149302,0.00019031727,0.0004306009],"domain_scores_gemma":[0.9982963,0.0013125472,0.000021999906,0.00030279456,0.000016476433,0.000049883874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038456527,0.0002613368,0.00022562225,0.00030586982,0.00010954414,0.000021484298,0.00024311841,0.00018893555,0.0004302862],"category_scores_gemma":[0.0013392135,0.00021159126,0.000098365876,0.0005254305,0.0000105836825,0.000102286045,0.000060947834,0.0005106579,0.0005003523],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005862665,0.0000037818543,2.2641655e-7,0.00010894641,0.00008472055,0.000014680914,0.000040119805,0.97856534,0.012712214,0.0044117854,0.002952702,0.0010996197],"study_design_scores_gemma":[0.00016425284,0.00007579507,0.00015901276,0.00011087569,0.000020536707,0.00002942852,0.000016614553,0.94048536,0.054065116,0.00026144908,0.0043613464,0.0002501904],"about_ca_topic_score_codex":1.7514854e-7,"about_ca_topic_score_gemma":3.6666694e-7,"teacher_disagreement_score":0.53372705,"about_ca_system_score_codex":0.00008300169,"about_ca_system_score_gemma":0.0000066751268,"threshold_uncertainty_score":0.86284417},"labels":[],"label_agreement":null},{"id":"W4389913727","doi":"10.20998/2079-0775.2023.2.01","title":"DETERMINATION OF POWER LOSSES DUE TO PERIODIC COMPRESSION-EXPANSION OF THE OIL-AIR MIXTURE BETWEEN THE TEETH OF GEARS. PART 1. MATHEMATICAL MODEL","year":2023,"lang":"en","type":"article","venue":"Bulletin of the National Technical University «KhPI» Series Engineering and CAD","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Mechanics; Volume (thermodynamics); Materials science; Compression (physics); Hydraulic fluid; Airflow; Vibration; Oil pressure; Acoustics; Composite material; Physics; Thermodynamics","score_opus":0.01791708218956574,"score_gpt":0.22365774533596566,"score_spread":0.20574066314639994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389913727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97630346,0.00013569188,0.019008601,0.0031329768,0.00013372986,0.0002486214,0.00016221429,0.00034500103,0.00052970636],"genre_scores_gemma":[0.98859674,0.00008302557,0.011070779,0.00000981221,0.000011477577,0.000003545984,0.000002320643,0.000012160637,0.00021015391],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992754,0.000032922206,0.00021734764,0.00010217964,0.0002566562,0.000115528324],"domain_scores_gemma":[0.9992102,0.00037905545,0.00007182375,0.0002135306,0.00010210227,0.000023313856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034879582,0.00011596007,0.00024372914,0.000106241176,0.000064290005,0.000002179979,0.0004368234,0.00018293303,0.000006993335],"category_scores_gemma":[0.0005783188,0.00007740371,0.000097142256,0.0003314854,0.00023051546,0.000029211324,0.00028507682,0.0002398154,5.986433e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008782434,0.00006832297,0.00042018664,0.0015223003,0.00014815139,0.0000031091547,0.0009427719,0.8286442,0.122468,0.037777197,0.00484297,0.0030749296],"study_design_scores_gemma":[0.0018142967,0.00052011665,0.17898019,0.0043953676,0.00051144045,0.000119734555,0.0014280064,0.18524441,0.54869163,0.010902928,0.065950006,0.0014418875],"about_ca_topic_score_codex":0.0000035492465,"about_ca_topic_score_gemma":5.467253e-7,"teacher_disagreement_score":0.64339983,"about_ca_system_score_codex":0.000026172102,"about_ca_system_score_gemma":0.000017192719,"threshold_uncertainty_score":0.31564316},"labels":[],"label_agreement":null},{"id":"W4389992295","doi":"10.6000/2369-3355.2023.10.02","title":"Pycnometric-Additive Determining of the Degree of Coating of High-Strength Synthetic Diamond Grinding Powders using the Actual 3D Morphology of their Grains","year":2023,"lang":"en","type":"article","venue":"Journal of Coating Science and Technology","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Saudi Basic Industries Corporation","keywords":"Grinding; Materials science; Coating; Degree (music); Diamond; Diamond grinding; Sodium silicate; Metallurgy; Boron carbide; Composite material; Grinding wheel","score_opus":0.056196895183647275,"score_gpt":0.2770529278994449,"score_spread":0.22085603271579762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389992295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941017,0.00024299428,0.0050391867,0.00012214253,0.00029564553,0.00008538397,0.000011614496,0.00006279741,0.00003851777],"genre_scores_gemma":[0.98403233,0.00012949604,0.015806818,0.000002952191,0.000012562394,0.000001956095,1.4331762e-7,0.000012501559,0.0000012182494],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998568,0.000058298978,0.0006697269,0.00013328814,0.0002662277,0.00030444865],"domain_scores_gemma":[0.99728465,0.0012930233,0.0008036642,0.0002927809,0.00030294742,0.000022932289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020904965,0.0001424862,0.00050268474,0.0014991108,0.00013562133,0.000005698697,0.0008271806,0.00019308667,0.0000018182111],"category_scores_gemma":[0.0060091508,0.00008995838,0.00007305342,0.0032538439,0.002540311,0.00012704109,0.00028866788,0.00048145687,6.618352e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064569144,0.000014906853,0.007298176,0.00008704953,0.00006486341,0.0000054061693,0.0011878393,0.008357388,0.9337445,0.0021854497,0.0000044320695,0.047043517],"study_design_scores_gemma":[0.00023379826,0.0002470127,0.008055882,0.00035811483,0.000054476943,0.00017695884,0.008080525,0.006885476,0.9739238,0.0018784485,0.0000069019306,0.000098601966],"about_ca_topic_score_codex":0.000009591817,"about_ca_topic_score_gemma":0.000003482601,"teacher_disagreement_score":0.046944916,"about_ca_system_score_codex":0.00003658825,"about_ca_system_score_gemma":0.00010447648,"threshold_uncertainty_score":0.93598825},"labels":[],"label_agreement":null},{"id":"W4390540016","doi":"10.59957/jctm.v59.i1.2024.21","title":"DEVELOPMENT OF RECOMMENDATIONS FOR THE IMPLEMENTATION OF COMBINED DEFORMATION TREATMENT “ECAP-DRAWING” INTO PRODUCTION","year":2024,"lang":"en","type":"article","venue":"Journal of Chemical Technology and Metallurgy","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ArcelorMittal (Canada)","funders":"","keywords":"Pressing; Bimetallic strip; Severe plastic deformation; Deformation (meteorology); Materials science; Production (economics); GOST (hash function); Channel (broadcasting); Production cost; Metallurgy; Manufacturing engineering; Mechanical engineering; Composite material; Computer science; Metal; Engineering; Economics","score_opus":0.030908702704434167,"score_gpt":0.32055343301060585,"score_spread":0.28964473030617166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390540016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8683374,0.002105969,0.12672992,0.002170894,0.00039350285,0.0001470215,0.0000014027652,0.00010653565,0.0000073498322],"genre_scores_gemma":[0.86897975,0.00049026415,0.13047042,0.0000016893487,0.000017030454,0.00002672489,0.0000033192728,0.00000607217,0.000004737517],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99943256,0.000006621959,0.00039389255,0.000051687217,0.00004286213,0.0000723574],"domain_scores_gemma":[0.9996615,0.00010424231,0.000089570014,0.00007399902,0.00006049344,0.000010186354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033279366,0.00007208269,0.00017823452,0.00029457913,0.000025697464,0.0000031126674,0.00007997007,0.00011691814,0.0000042217825],"category_scores_gemma":[0.000091683,0.000048022404,0.000049908118,0.00021557086,0.00007329178,0.00008515298,0.000016110098,0.00011281268,1.609845e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018100387,0.000019162166,0.000011289932,0.00016999565,0.0003903306,2.7622258e-7,0.0006992492,0.00018394008,0.5373061,0.0080007585,0.00008976987,0.45311105],"study_design_scores_gemma":[0.00021769204,0.00010403765,0.00003773291,0.00005237989,0.000102343554,0.00003053914,0.00071989675,0.0006670117,0.98004204,0.006555803,0.011426636,0.000043912485],"about_ca_topic_score_codex":5.725862e-7,"about_ca_topic_score_gemma":0.0000012079714,"teacher_disagreement_score":0.45306715,"about_ca_system_score_codex":0.00004790238,"about_ca_system_score_gemma":0.000028481996,"threshold_uncertainty_score":0.19582969},"labels":[],"label_agreement":null},{"id":"W4391800163","doi":"10.2139/ssrn.4719896","title":"An Alternative Approach to the Assessment of Discrete Motor-Unit Identification Accuracy","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Identification (biology); Computer science; Unit (ring theory); Mathematics; Biology","score_opus":0.034154143228586516,"score_gpt":0.3445746823413225,"score_spread":0.310420539112736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391800163","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1031034,0.0033397255,0.8899697,0.0003431612,0.0013288624,0.00040215583,0.000029733932,0.00041058648,0.0010726439],"genre_scores_gemma":[0.9818829,0.0036361525,0.013839905,0.000006248641,0.00029723253,0.000102135244,0.000021662485,0.000057939786,0.00015577687],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980373,0.00014227758,0.0004134509,0.00026624577,0.00022800326,0.00091272994],"domain_scores_gemma":[0.9990311,0.00009403503,0.00013271137,0.0006184464,0.00007559608,0.00004808793],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0028905668,0.0002631931,0.00029569608,0.00030868722,0.000071497736,0.00008754145,0.0012033402,0.00025873605,0.0000025695779],"category_scores_gemma":[0.00015651225,0.00019547678,0.00014344162,0.00019059028,0.000045739806,0.000080453254,0.00030070957,0.0059951125,0.0000060366483],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008099163,0.000032411615,0.00004153294,0.00020565957,0.0008691847,0.0000014765694,0.00048478387,0.7038047,0.007068949,0.2709507,0.00007439851,0.01645811],"study_design_scores_gemma":[0.0001274607,0.00016753764,0.0014405594,0.00015414767,0.00021102709,0.00011738272,0.0012872883,0.23613723,0.003373362,0.75623137,0.00035182261,0.0004008446],"about_ca_topic_score_codex":0.00002042143,"about_ca_topic_score_gemma":0.000026388627,"teacher_disagreement_score":0.87877953,"about_ca_system_score_codex":0.00057226187,"about_ca_system_score_gemma":0.00047842725,"threshold_uncertainty_score":0.9962981},"labels":[],"label_agreement":null},{"id":"W4392803929","doi":"10.14513/actatechjaur.00729","title":"Analysis of Normative Requirements and Technical Specifications of a Structural Design of the Mechanical Device Operating in the Amusement Industry","year":2024,"lang":"en","type":"article","venue":"Acta Technica Jaurinensis","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Transport Canada","funders":"Kultúrna a Edukacná Grantová Agentúra MŠVVaŠ SR","keywords":"Normative; Amusement; Engineering; Manufacturing engineering; Systems engineering; Computer science; Construction engineering; Psychology; Political science","score_opus":0.09620493307080935,"score_gpt":0.31222726129707556,"score_spread":0.2160223282262662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392803929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821267,0.00049607083,0.016160756,0.00044111218,0.000067414476,0.00037256416,0.000022993496,0.00019347316,0.000118884236],"genre_scores_gemma":[0.9734155,0.00012698954,0.026391117,0.000009362544,0.0000053997423,0.000037677408,0.0000020876762,0.000010045055,0.0000018164877],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990049,0.000097824864,0.00046751936,0.00014176208,0.00015819541,0.00012979422],"domain_scores_gemma":[0.9988528,0.0005415973,0.00006568748,0.00048873754,0.000038961163,0.000012248096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007409314,0.0001219439,0.0002982902,0.00030902805,0.000029401865,0.0000074016607,0.00043378046,0.0002273536,0.000008541283],"category_scores_gemma":[0.00041475007,0.000077300785,0.000081674516,0.001571562,0.00014814401,0.000068495385,0.00015436877,0.00050474977,9.5903225e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008628461,0.000045416517,0.003494428,0.00032746524,0.0010240908,0.0000034197164,0.00089627586,0.030903677,0.95086026,0.009225752,0.00023228787,0.0029782967],"study_design_scores_gemma":[0.0003963696,0.00024244834,0.33302757,0.000789452,0.0020480524,0.000044796674,0.0019705363,0.11497163,0.5431719,0.0026415517,0.00020359739,0.00049211766],"about_ca_topic_score_codex":0.000018347611,"about_ca_topic_score_gemma":0.000016491023,"teacher_disagreement_score":0.40768838,"about_ca_system_score_codex":0.000034957007,"about_ca_system_score_gemma":0.000016020593,"threshold_uncertainty_score":0.31522346},"labels":[],"label_agreement":null},{"id":"W4392804777","doi":"10.37904/nanocon.2023.4790","title":"Research technology of the core nanoyarn for Filtration Application","year":2023,"lang":"en","type":"article","venue":"NANOCOM ...","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Core (optical fiber); Filtration (mathematics); Computer science; Telecommunications; Mathematics","score_opus":0.11002285283692763,"score_gpt":0.374307661603343,"score_spread":0.26428480876641536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392804777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8234489,0.00029409977,0.16497597,0.0011434905,0.00084247143,0.0014170728,0.00003053886,0.0056591704,0.0021882667],"genre_scores_gemma":[0.98762625,0.000029802635,0.011745567,0.000002115825,0.000021588909,0.00039788403,0.0000064413634,0.000014760972,0.00015556657],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99955887,0.000012639651,0.00010416844,0.00008564506,0.00007064671,0.00016805956],"domain_scores_gemma":[0.99942726,0.0001834344,0.000014461904,0.00030616415,0.00006158409,0.0000070792166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052403245,0.000049672624,0.00007946933,0.00022770079,0.00007176378,0.0000021636029,0.00027217303,0.00020690683,0.0000015496576],"category_scores_gemma":[0.00023174021,0.00003967663,0.000028957593,0.0010100523,0.00010137855,0.000018101711,0.000048518756,0.00017623926,0.00001888833],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000066274106,0.000007368638,0.0011049736,0.00020856803,0.000022261762,3.0908708e-7,0.000075407974,0.015918998,0.717588,0.19108619,0.008518135,0.065463126],"study_design_scores_gemma":[0.00020367368,0.0000478442,0.004386199,0.000036142897,0.000007812709,0.000003572495,0.0003741958,0.034518134,0.8811865,0.033747304,0.045392025,0.00009659107],"about_ca_topic_score_codex":0.0000020103223,"about_ca_topic_score_gemma":0.0000035415528,"teacher_disagreement_score":0.16417736,"about_ca_system_score_codex":0.000027156953,"about_ca_system_score_gemma":0.00000969109,"threshold_uncertainty_score":0.1617966},"labels":[],"label_agreement":null},{"id":"W4393171317","doi":"10.1109/access.2024.3381493","title":"Modern Trends in Improving the Technical Characteristics of Devices and Systems for Digital Image Processing","year":2024,"lang":"en","type":"article","venue":"IEEE Access","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Science and Higher Education of the Russian Federation; Russian Science Foundation; Centre de Recherches Mathématiques","keywords":"Computer science; Image processing; Digital image processing; Computer vision; Image (mathematics)","score_opus":0.041827096371512516,"score_gpt":0.319914108543524,"score_spread":0.2780870121720115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393171317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54162467,0.0049437624,0.45197073,0.000043907712,0.00040131362,0.00013698472,0.000032489832,0.0006762123,0.00016993056],"genre_scores_gemma":[0.99843836,0.000050693154,0.0013683072,0.0000018922982,0.00004639441,0.000059402097,0.0000028036566,0.00002006188,0.0000120971135],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99954265,0.0000051337956,0.00017049532,0.000110159446,0.00003935296,0.00013221739],"domain_scores_gemma":[0.99969554,0.00015647014,0.000018424913,0.00010436655,0.000014528533,0.000010646756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019734139,0.000087234584,0.00014693773,0.0001417345,0.000019389865,0.00016545008,0.00020275525,0.00009717965,2.8562766e-7],"category_scores_gemma":[0.0000660097,0.00006321357,0.000021122592,0.00017889716,0.000056470763,0.00034864258,0.000038973583,0.00015106762,1.3663723e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001245246,0.000012156945,0.0010547756,0.0041772127,0.00003515579,0.000012886216,0.00024906758,0.005189092,0.055993732,0.0005036909,0.00011849542,0.93264127],"study_design_scores_gemma":[0.00012462847,0.00002749911,0.009100576,0.00042367674,0.000032017888,0.000030731306,0.00006114618,0.980067,0.008818164,0.00073326594,0.00038012175,0.00020113158],"about_ca_topic_score_codex":0.000004494666,"about_ca_topic_score_gemma":0.000003102743,"teacher_disagreement_score":0.97487795,"about_ca_system_score_codex":0.000014615796,"about_ca_system_score_gemma":0.0000060531456,"threshold_uncertainty_score":0.25777745},"labels":[],"label_agreement":null},{"id":"W4393495729","doi":"10.5281/zenodo.7740734","title":"Freehand ultrasound without external trackers","year":2022,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"BitTorrent tracker; Ultrasound; Computer science; Computer vision; Computer graphics (images); Artificial intelligence; Medicine; Radiology; Eye tracking","score_opus":0.03822147859617602,"score_gpt":0.25480774137569157,"score_spread":0.21658626277951554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393495729","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006393957,0.00071605353,0.0074874614,0.000045938436,0.0007487696,0.00036673155,0.9816895,0.0044200127,0.0038861514],"genre_scores_gemma":[0.0007823279,0.0014381427,0.001357565,0.00003388138,0.00016320178,2.1610484e-7,0.99433154,0.0016702233,0.00022289013],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99845546,0.00020931035,0.0002502664,0.0003662002,0.00029584832,0.00042292936],"domain_scores_gemma":[0.9989525,0.00006012807,0.000062748724,0.000732772,0.00008584914,0.00010600764],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006615756,0.00026899777,0.0002682411,0.00038573082,0.0010462248,0.00029034395,0.0016635214,0.0002504343,0.07707845],"category_scores_gemma":[0.0008463966,0.00030899697,0.000072496165,0.00035159275,0.00016750369,0.00011503631,0.0007904339,0.0012170792,0.0015881791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014692847,0.000026879754,2.1860131e-7,0.00016327751,0.000081016035,0.000031738025,0.000059481594,0.0018577744,0.0011688977,0.00006943033,0.98798484,0.008541733],"study_design_scores_gemma":[0.0002281174,0.000109134795,0.00003998025,0.00003205433,0.000040210343,0.00030107526,0.00006624064,0.00006828021,0.00027816516,0.00011222856,0.9984141,0.00031043892],"about_ca_topic_score_codex":0.000012297073,"about_ca_topic_score_gemma":4.68325e-7,"teacher_disagreement_score":0.075490266,"about_ca_system_score_codex":0.00019753788,"about_ca_system_score_gemma":0.000002452114,"threshold_uncertainty_score":0.9999362},"labels":[],"label_agreement":null},{"id":"W4394052236","doi":"10.5281/zenodo.7740733","title":"Freehand ultrasound without external trackers","year":2022,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"BitTorrent tracker; Ultrasound; Computer science; Computer vision; Environmental science; Computer graphics (images); Medicine; Radiology; Eye tracking","score_opus":0.03822147859617602,"score_gpt":0.25480774137569157,"score_spread":0.21658626277951554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394052236","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006393957,0.00071605353,0.0074874614,0.000045938436,0.0007487696,0.00036673155,0.9816895,0.0044200127,0.0038861514],"genre_scores_gemma":[0.0007823279,0.0014381427,0.001357565,0.00003388138,0.00016320178,2.1610484e-7,0.99433154,0.0016702233,0.00022289013],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99845546,0.00020931035,0.0002502664,0.0003662002,0.00029584832,0.00042292936],"domain_scores_gemma":[0.9989525,0.00006012807,0.000062748724,0.000732772,0.00008584914,0.00010600764],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006615756,0.00026899777,0.0002682411,0.00038573082,0.0010462248,0.00029034395,0.0016635214,0.0002504343,0.07707845],"category_scores_gemma":[0.0008463966,0.00030899697,0.000072496165,0.00035159275,0.00016750369,0.00011503631,0.0007904339,0.0012170792,0.0015881791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014692847,0.000026879754,2.1860131e-7,0.00016327751,0.000081016035,0.000031738025,0.000059481594,0.0018577744,0.0011688977,0.00006943033,0.98798484,0.008541733],"study_design_scores_gemma":[0.0002281174,0.000109134795,0.00003998025,0.00003205433,0.000040210343,0.00030107526,0.00006624064,0.00006828021,0.00027816516,0.00011222856,0.9984141,0.00031043892],"about_ca_topic_score_codex":0.000012297073,"about_ca_topic_score_gemma":4.68325e-7,"teacher_disagreement_score":0.075490266,"about_ca_system_score_codex":0.00019753788,"about_ca_system_score_gemma":0.000002452114,"threshold_uncertainty_score":0.9999362},"labels":[],"label_agreement":null},{"id":"W4394923285","doi":"10.37538/0039-2383.2024.1.39.44","title":"CONTACT PROBLEM FOR A PAD COUPLED TO AN ELASTIC QUARTER-PLANE.","year":2024,"lang":"en","type":"article","venue":"STRUCTURAL MECHANICS AND ANALYSIS OF CONSTRUCTIONS","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Enhanced Data Rates for GSM Evolution; Plane (geometry); Overlay; Quarter (Canadian coin); Shear (geology); Shear force; Bending; Geometry; Structural engineering; Mechanics; Materials science; Mathematics; Physics; Engineering; Computer science; Composite material; Telecommunications","score_opus":0.014436620061440844,"score_gpt":0.26844970488275366,"score_spread":0.2540130848213128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394923285","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45068124,0.00028238283,0.54790264,0.00005822007,0.00035530637,0.00014159885,0.00016447413,0.0003993536,0.000014787557],"genre_scores_gemma":[0.9215321,0.000040064515,0.07831334,0.0000042746983,0.000022009825,0.00003223154,0.00003852328,0.00001223559,0.0000052067585],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993614,0.000011210229,0.00022033084,0.00018742871,0.000055237386,0.00016440776],"domain_scores_gemma":[0.99958605,0.00012910338,0.000019164267,0.00015569522,0.000045899415,0.0000641076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011034383,0.0001354297,0.0003190567,0.00051665085,0.00006277884,0.00003440032,0.00009138391,0.00010257499,0.000021808482],"category_scores_gemma":[0.00003961542,0.000119466145,0.00010600654,0.0005858345,0.000019199013,0.00008475254,0.000014171166,0.00011273085,5.195897e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020260988,0.0000042567644,0.00012887495,0.00032235478,0.003659772,0.000003472168,0.00034265075,0.077215716,0.12731537,0.76273793,0.00004903458,0.028200293],"study_design_scores_gemma":[0.00010965647,0.00014140108,0.0005239989,0.000034544937,0.0011337509,0.00002495932,0.00032746926,0.9598801,0.001901508,0.035557996,0.00017485647,0.00018973906],"about_ca_topic_score_codex":0.000010512288,"about_ca_topic_score_gemma":0.000048981994,"teacher_disagreement_score":0.8826644,"about_ca_system_score_codex":0.000015215609,"about_ca_system_score_gemma":0.00001108745,"threshold_uncertainty_score":0.48716882},"labels":[],"label_agreement":null},{"id":"W4394933931","doi":"10.32370/ia_2024_01_6","title":"Innovative Composite Material with Pseudo-Porous Structure","year":2024,"lang":"en","type":"article","venue":"Intellectual Archive","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Composite number; Porosity; Engineering; Materials science; Composite material","score_opus":0.0124099287466689,"score_gpt":0.22981212166811343,"score_spread":0.21740219292144453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394933931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79144126,0.00022568506,0.20146732,0.000051938343,0.0008720376,0.000119465236,0.0001240863,0.0026664461,0.0030317374],"genre_scores_gemma":[0.9460312,0.00003683725,0.053629637,0.000021194275,0.00011043619,0.000014221217,0.000039102706,0.000044208227,0.00007316515],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993629,0.000024275367,0.00012923629,0.00018179421,0.00006850735,0.0002333111],"domain_scores_gemma":[0.9994352,0.00036144696,0.0000070929314,0.00014900515,0.000021830565,0.000025416268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000052274463,0.00018864355,0.00017083931,0.00021963847,0.000035633642,0.00004010401,0.00016940456,0.00009428052,0.00015883552],"category_scores_gemma":[0.00008829036,0.00014365412,0.000018366813,0.0003877394,0.00014367682,0.0000620768,0.000053660362,0.0004554532,0.000051124378],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028439474,0.000018108894,0.000051471023,0.0004740939,0.00088462,0.0004053003,0.014668584,0.036989108,0.83957845,0.019056326,0.018983446,0.068606116],"study_design_scores_gemma":[0.0002532737,0.0005237276,0.0005183553,0.0003418085,0.00004858852,0.00071031664,0.00031181469,0.029298583,0.92351866,0.025283543,0.018441563,0.000749756],"about_ca_topic_score_codex":0.000005639724,"about_ca_topic_score_gemma":0.0000069286516,"teacher_disagreement_score":0.1545899,"about_ca_system_score_codex":0.000029633515,"about_ca_system_score_gemma":0.000017567752,"threshold_uncertainty_score":0.5858045},"labels":[],"label_agreement":null},{"id":"W4400664366","doi":"10.32782/pet-2024-1-8","title":"MAIN PROBLEMS OF DEVELOPMENT THE COMPUTER SCIENCE AND NECESSITY OF THE APPLICATION OF PHYSICAL PROCESSES","year":2024,"lang":"en","type":"article","venue":"Physics and educational technology","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Physical science; Management science; Engineering ethics; Systems engineering; Engineering; Mathematics education; Psychology","score_opus":0.016708831404272175,"score_gpt":0.2698512880788923,"score_spread":0.25314245667462015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400664366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94422007,0.0008950666,0.0535462,0.0010733667,0.00006722815,0.000102201346,0.0000027774752,0.000059672944,0.00003341628],"genre_scores_gemma":[0.99161774,0.000037234055,0.008290338,0.000002141363,0.000017489168,0.000029833214,4.8820704e-7,0.0000030926433,0.0000016520281],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99972105,0.0000032120677,0.000079330224,0.0000775756,0.000062132385,0.00005668692],"domain_scores_gemma":[0.9997002,0.00009994384,0.000022738861,0.00010583139,0.00006645527,0.0000048712227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014152707,0.000043814423,0.000074206255,0.000051670915,0.000036312184,0.0000030166698,0.00015701896,0.00003192543,1.3139258e-7],"category_scores_gemma":[0.000046709898,0.00002700245,0.000006856786,0.0005276393,0.0006191152,0.000031499207,0.00007687734,0.000081578575,1.0993689e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.884993e-7,0.00006025963,0.0021560013,0.0015834022,0.000041104013,1.8414584e-8,0.0012340011,0.0038488163,0.14091136,0.66337025,0.000045738154,0.18674804],"study_design_scores_gemma":[0.00004059602,0.000024771478,0.017809816,0.00015034166,0.000015729138,0.000005656033,0.00008393675,0.027994119,0.5922063,0.3609306,0.00065930927,0.00007885606],"about_ca_topic_score_codex":0.0000018963414,"about_ca_topic_score_gemma":0.0000010491333,"teacher_disagreement_score":0.45129493,"about_ca_system_score_codex":0.000009413276,"about_ca_system_score_gemma":0.00011154123,"threshold_uncertainty_score":0.22811556},"labels":[],"label_agreement":null},{"id":"W4400724234","doi":"10.32370/ia_2024_02_4","title":"Determination of the Main Components of the Curvature of the Thread Axis Taking into Account the Deformation of the Section in the Zone of Contact with The Direct","year":2024,"lang":"en","type":"article","venue":"Intellectual Archive","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Thread (computing); Curvature; Mechanics; Geometry; Materials science; Structural engineering; Optics; Engineering; Physics; Mechanical engineering; Mathematics","score_opus":0.019778220758705813,"score_gpt":0.24154879489052827,"score_spread":0.22177057413182247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400724234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98166615,0.0004016041,0.015575505,0.0006080846,0.0004528936,0.0006104788,0.000029638188,0.000036276662,0.0006193773],"genre_scores_gemma":[0.999502,0.00006281049,0.00033186804,0.000022575103,0.000021059923,0.000031292155,0.0000015529556,0.000014056189,0.000012754289],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987912,0.000376018,0.00033624555,0.00009740047,0.00026908866,0.00013004264],"domain_scores_gemma":[0.9970016,0.002172734,0.00021454554,0.0005561929,0.000050471655,0.0000044785984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009212689,0.00014689512,0.00020474827,0.00007852609,0.000104960345,0.000008728258,0.00095908693,0.00009350538,0.0000041712506],"category_scores_gemma":[0.000757954,0.000046677516,0.00015128325,0.00064531766,0.0004658508,0.00006385292,0.0002003955,0.0006677856,2.4712148e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037641195,0.00013808037,0.0047081793,0.0013110476,0.00066164794,8.446126e-7,0.2738772,0.10492022,0.5634313,0.013690125,0.0007414606,0.03614345],"study_design_scores_gemma":[0.00034536183,0.00021530218,0.20312881,0.0019114703,0.00021362102,0.00004938784,0.008094982,0.073883794,0.70049417,0.010462451,0.0010113377,0.00018931393],"about_ca_topic_score_codex":0.00027953763,"about_ca_topic_score_gemma":0.00083000143,"teacher_disagreement_score":0.26578224,"about_ca_system_score_codex":0.000046860496,"about_ca_system_score_gemma":0.000032144002,"threshold_uncertainty_score":0.2901233},"labels":[],"label_agreement":null},{"id":"W4401304385","doi":"10.2316/j.2024.201-0491","title":"APPLICATION OF FUZZY HESITATION MODEL IN THE OPTIMISATION OF MECHANICAL PROCESS PARAMETERS","year":2024,"lang":"en","type":"article","venue":"Mechatronic systems and control","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Fuzzy logic; Computer science; Artificial intelligence; Programming language","score_opus":0.016950579606638965,"score_gpt":0.2515731697368576,"score_spread":0.23462259013021866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401304385","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17820384,0.0036060568,0.8176495,0.00005181935,0.000072504656,0.00027580303,0.0000035337787,0.00010276743,0.00003418733],"genre_scores_gemma":[0.9976363,0.000066540546,0.0021009056,0.000002394942,0.000007673092,0.00017580268,0.0000015624424,0.0000071579534,0.0000016705325],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995456,0.000032728814,0.00019278192,0.000082414146,0.00006651854,0.000079993355],"domain_scores_gemma":[0.99971485,0.00013351814,0.000023766152,0.000107364016,0.000014022492,0.000006498947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000566435,0.00006203834,0.00014651248,0.00008009892,0.0000077240775,0.000006844471,0.00007737322,0.00009206406,1.1593228e-7],"category_scores_gemma":[0.000028804106,0.000045528264,0.000022651217,0.000103778926,0.000014609519,0.00005013644,0.0000032044707,0.00009021137,2.5331408e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007083462,0.0000050495314,0.000014936564,0.0005331946,0.000028223134,2.749596e-7,0.00031660506,0.8679013,0.015912479,0.10762249,0.000002799437,0.007655513],"study_design_scores_gemma":[0.00016355736,0.000027850376,0.000043370663,0.000060091472,0.000024865525,0.0000036193667,0.00041961824,0.9856798,0.0033214297,0.01020702,0.000006966532,0.000041788833],"about_ca_topic_score_codex":0.000017587105,"about_ca_topic_score_gemma":0.0000027964047,"teacher_disagreement_score":0.81943244,"about_ca_system_score_codex":0.000016709604,"about_ca_system_score_gemma":0.00000927896,"threshold_uncertainty_score":0.18565887},"labels":[],"label_agreement":null},{"id":"W4401482567","doi":"10.3390/vibration7030043","title":"A Method for Applying the Use of a Smart 4 Controller for the Assessment of Drill String Bottom-Part Vibrations and Shock Loads","year":2024,"lang":"en","type":"article","venue":"Vibration","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Drill string; Drill; Shock (circulatory); String (physics); Computer science; Vibration; Controller (irrigation); Structural engineering; Geology; Control theory (sociology); Mechanical engineering; Engineering; Acoustics; Physics; Control (management); Artificial intelligence; Theoretical physics; Biology","score_opus":0.078455680417387,"score_gpt":0.33360871499422645,"score_spread":0.25515303457683947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401482567","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020499602,0.0006968706,0.9954165,0.00032699812,0.00022867628,0.0010399348,0.000043526725,0.0001824798,0.000015060564],"genre_scores_gemma":[0.39405733,0.00011535222,0.6044399,0.000018704923,0.00005110566,0.0012642116,0.0000080200525,0.000018112023,0.000027229924],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99953926,0.00002965668,0.0001977026,0.00009126032,0.000049580452,0.000092526774],"domain_scores_gemma":[0.99736047,0.002439548,0.000028898114,0.00013045422,0.00003234101,0.000008285564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005497651,0.00007829452,0.00013692865,0.00006960246,0.00006824962,0.00003471836,0.00006749673,0.000079628146,0.0000013387632],"category_scores_gemma":[0.00020439389,0.00004960529,0.00005650091,0.00011834578,0.000032127118,0.00013716961,0.00001751106,0.000100160425,6.4034275e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029531051,0.000011156531,0.00013214766,0.0005565033,0.0003885412,1.2970501e-7,0.0003343193,0.50591004,0.16872191,0.23851757,0.0011193103,0.084278844],"study_design_scores_gemma":[0.00017402394,0.00005278646,0.00041273882,0.000042739928,0.00008367297,0.000001322796,0.000074417934,0.943995,0.03934297,0.0015600089,0.014207441,0.000052863197],"about_ca_topic_score_codex":0.0000030699348,"about_ca_topic_score_gemma":0.0000072952553,"teacher_disagreement_score":0.438085,"about_ca_system_score_codex":0.000013185335,"about_ca_system_score_gemma":0.000017063698,"threshold_uncertainty_score":0.2022845},"labels":[],"label_agreement":null},{"id":"W4402438782","doi":"10.11159/icmie24.11","title":"Exact analytical algebraic expressions for mathematical modeling of face milling spiral bevel gears on a Five-Axis CNC Machine","year":2024,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Bevel gear; Bevel; Face (sociological concept); Spiral (railway); Computer science; Algebraic number; Cnc milling; Numerical control; Engineering drawing; Mechanical engineering; Engineering; Mathematics; Mathematical analysis; Machining","score_opus":0.02289592917725116,"score_gpt":0.25737465278687877,"score_spread":0.2344787236096276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402438782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99437314,0.00012507579,0.0030730201,0.00017173872,0.00086293975,0.00041183122,0.00008189221,0.00074429024,0.000156057],"genre_scores_gemma":[0.98140967,0.00006582938,0.018131834,0.000010632406,0.000103224076,0.00008687234,0.0000034871314,0.00008016865,0.00010826984],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985897,0.0000045758625,0.00050305144,0.00034568447,0.00019360491,0.00036341583],"domain_scores_gemma":[0.9992969,0.0003176117,0.000050574818,0.00019121352,0.00005175707,0.00009192973],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033985806,0.0003414743,0.00056975806,0.00023931409,0.00004744366,0.00005458944,0.00040815372,0.00023419583,0.000021315183],"category_scores_gemma":[0.00050096284,0.00026237662,0.00017833903,0.0002485873,0.000076289114,0.00009803962,0.0001732207,0.00042114515,0.0000016502383],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000943338,0.000031624615,3.6268727e-7,0.0019455338,0.00012339914,9.339113e-7,0.000017739088,0.034512874,0.91796297,0.044734098,0.000153336,0.00042282484],"study_design_scores_gemma":[0.00015314955,0.000056247485,2.9938343e-7,0.0009932315,0.00005287345,0.000004370857,0.000017049786,0.4691759,0.52735686,0.0019193605,0.00011672017,0.00015395092],"about_ca_topic_score_codex":0.0000011663658,"about_ca_topic_score_gemma":1.11585635e-7,"teacher_disagreement_score":0.43466303,"about_ca_system_score_codex":0.000039717583,"about_ca_system_score_gemma":0.000008196864,"threshold_uncertainty_score":0.99998283},"labels":[],"label_agreement":null},{"id":"W4402438859","doi":"10.11159/icmie24.106","title":"Optimization of Flex Spline Component of Harmonic Gear Drive Using Prepreg Composites","year":2024,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"FLEX; Spline (mechanical); Composite material; Component (thermodynamics); Materials science; Harmonic drive; Structural engineering; Harmonic; Computer science; Mechanical engineering; Engineering; Acoustics; Physics","score_opus":0.015311668901327055,"score_gpt":0.23424233974069728,"score_spread":0.21893067083937023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402438859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99711424,0.00014227488,0.00108547,0.000039576644,0.00094904646,0.00020358631,0.00002498193,0.00040067662,0.000040163348],"genre_scores_gemma":[0.9531339,0.00016350498,0.046574228,0.0000025734937,0.000053546235,0.0000128031625,0.0000027644821,0.00004327241,0.0000134304755],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990488,0.000004095004,0.00041567872,0.00020572299,0.00013446958,0.0001912236],"domain_scores_gemma":[0.99957544,0.00010214719,0.00008241556,0.00013255533,0.00006765498,0.000039806782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019193914,0.00021431816,0.0004151473,0.00018671213,0.000020440331,0.00002544449,0.0002905619,0.00014024948,0.0000127094145],"category_scores_gemma":[0.000095828436,0.0001800346,0.00008612926,0.0002670246,0.00009549932,0.000093864866,0.00018106513,0.00021525485,1.7234801e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036403173,0.000015539423,0.0000030131814,0.0013751565,0.00008477973,3.4677694e-7,0.0000090723115,0.15679383,0.8353659,0.00618076,0.00003571598,0.00009950145],"study_design_scores_gemma":[0.0001241561,0.000021215057,0.0000030398082,0.00081773044,0.000053615222,0.0000050043773,0.000008390046,0.332068,0.6666169,0.00012512208,0.00005122093,0.000105562656],"about_ca_topic_score_codex":0.0000025804218,"about_ca_topic_score_gemma":8.284219e-8,"teacher_disagreement_score":0.17527416,"about_ca_system_score_codex":0.000032797314,"about_ca_system_score_gemma":0.000006641013,"threshold_uncertainty_score":0.7341598},"labels":[],"label_agreement":null},{"id":"W4402558943","doi":"10.1016/j.jmbbm.2024.106749","title":"Anisotropic swelling due to hydration constrains anisotropic elasticity in biomaterial fibers","year":2024,"lang":"en","type":"article","venue":"Journal of the mechanical behavior of biomedical materials/Journal of mechanical behavior of biomedical materials","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Anisotropy; Swelling; Elasticity (physics); Biomaterial; Materials science; Composite material; Physics; Optics; Nanotechnology","score_opus":0.02117982104380866,"score_gpt":0.27610555088959937,"score_spread":0.2549257298457907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402558943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95245475,0.00023080692,0.028354326,0.0006203567,0.017319268,0.0005529369,0.00035745488,0.00010853266,0.0000015527347],"genre_scores_gemma":[0.97523,0.0002283433,0.023579493,0.000030712305,0.00079697126,0.000029150166,0.000012155891,0.000089534704,0.0000036569018],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9915221,0.0006228679,0.005036418,0.000394838,0.0016525143,0.0007713144],"domain_scores_gemma":[0.99685365,0.00053109066,0.0011843026,0.0005132485,0.0003362354,0.00058146974],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0043618497,0.0006186304,0.0024417376,0.0012009912,0.0000654667,0.00010878431,0.001727543,0.0012678052,0.00079438614],"category_scores_gemma":[0.001579325,0.00043030226,0.0005827419,0.0009938754,0.00065647555,0.0003226086,0.00040021888,0.0009170386,0.000011579913],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004534388,0.00056759437,0.00001178582,0.0005582066,0.00015688896,0.00097566226,0.00008349596,0.000034914065,0.9910577,0.0013679863,0.00015246413,0.0045798537],"study_design_scores_gemma":[0.0016337849,0.0024500743,0.0012987278,0.0021221326,0.0008156871,0.002140454,0.000100715355,0.000064754444,0.9870788,0.0015738718,0.0003273245,0.0003936768],"about_ca_topic_score_codex":0.000028872391,"about_ca_topic_score_gemma":0.0000029256848,"teacher_disagreement_score":0.022775216,"about_ca_system_score_codex":0.0003336731,"about_ca_system_score_gemma":0.00031817835,"threshold_uncertainty_score":0.99981487},"labels":[],"label_agreement":null},{"id":"W4403132494","doi":"10.5552/drvind.2024.0161","title":"Optimization of Energy Consumption During Industrial Veneer Drying","year":2024,"lang":"en","type":"article","venue":"Drvna industrija","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Mitacs","keywords":"Veneer; Energy consumption; Consumption (sociology); Pulp and paper industry; Composite material; Materials science; Engineering; Electrical engineering","score_opus":0.06197925540408826,"score_gpt":0.2548923058702929,"score_spread":0.1929130504662046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403132494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.824754,0.0023989195,0.16661619,0.00007431976,0.0023357978,0.00010280719,0.00001828437,0.0028059487,0.00089375133],"genre_scores_gemma":[0.995102,0.00026344575,0.004297884,0.0000027616745,0.00016218293,0.000017978962,0.000016225646,0.000034651544,0.000102899125],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993435,0.000022796741,0.00021820609,0.00013819885,0.000086072956,0.00019122401],"domain_scores_gemma":[0.99969226,0.00008001743,0.000018776394,0.00016254929,0.00001641922,0.000030004978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016110514,0.00012965089,0.00015905961,0.00028786168,0.000028196371,0.000018203094,0.0001140915,0.000490401,0.00007679713],"category_scores_gemma":[0.00010693575,0.00013874503,0.000042442865,0.0003215268,0.000045102766,0.00012968988,0.000032181993,0.00039336973,0.000006562573],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007326359,0.000006915964,0.00077638327,0.00013138744,0.00009478256,0.000017299357,0.000050781004,0.9541765,0.02042085,0.002005385,0.00069273013,0.021619681],"study_design_scores_gemma":[0.0008031944,0.00006317858,0.0013580057,0.00074912375,0.00010548903,0.000056515262,0.00006189981,0.2579983,0.7285863,0.00034637225,0.00927273,0.00059891003],"about_ca_topic_score_codex":0.0000060221378,"about_ca_topic_score_gemma":5.460915e-7,"teacher_disagreement_score":0.70816547,"about_ca_system_score_codex":0.00006691773,"about_ca_system_score_gemma":0.000017276088,"threshold_uncertainty_score":0.5657858},"labels":[],"label_agreement":null},{"id":"W4403181967","doi":"10.1109/tmrb.2024.3475509","title":"Simulating Surgical Robot Cutting of Thin Deformable Materials Using a Rope Grid Structure","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Medical Robotics and Bionics","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rope; Grid; Computer science; Robot; Materials science; Artificial intelligence; Geology; Algorithm; Geodesy","score_opus":0.02600632426390195,"score_gpt":0.28048787579578643,"score_spread":0.2544815515318845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403181967","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23941466,0.0008176388,0.7576212,0.00009045952,0.0015676226,0.000061008002,0.000027386552,0.00038554752,0.000014445849],"genre_scores_gemma":[0.9459624,0.0008315736,0.053086676,0.000009756265,0.00007331091,0.0000013827321,0.0000027432416,0.000024678337,0.000007465227],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999121,0.000030059124,0.00030349917,0.00014469784,0.00018296635,0.00021774214],"domain_scores_gemma":[0.99952805,0.00023906522,0.000018413313,0.00011958677,0.000019080704,0.00007577958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003550022,0.00014890607,0.00024016802,0.00012622094,0.00007741366,0.00002940575,0.00009987095,0.00035144508,0.000050995463],"category_scores_gemma":[0.000040626128,0.00011888867,0.000049866525,0.00021108365,0.000089755806,0.00006915223,0.000003998354,0.0004939855,0.0000013338787],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005642,0.000008956543,0.000002187298,0.00028297844,0.00005626828,0.000028274075,0.000052974112,0.9782272,0.0102086775,0.0005090953,0.0000049242444,0.010612797],"study_design_scores_gemma":[0.00014172745,0.000041934272,0.0000043203245,0.0003528811,0.0000502375,0.00011168411,0.000029790572,0.9187677,0.07990134,0.00032663945,0.00014234922,0.00012941807],"about_ca_topic_score_codex":0.000010615854,"about_ca_topic_score_gemma":0.000004151521,"teacher_disagreement_score":0.70654774,"about_ca_system_score_codex":0.000029640707,"about_ca_system_score_gemma":0.000033211927,"threshold_uncertainty_score":0.4848139},"labels":[],"label_agreement":null},{"id":"W4403438487","doi":"10.1007/s00170-024-14607-3","title":"Adaptive digital twin for product surface quality: supervisory controller for surface roughness control","year":2024,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Surface roughness; Controller (irrigation); Quality (philosophy); Surface (topology); Product (mathematics); Supervisory control; Surface finish; Industrial and production engineering; Control engineering; Control (management); Computer science; Engineering; Mechanical engineering; Control theory (sociology); Materials science; Mathematics; Artificial intelligence; Composite material; Physics","score_opus":0.03574453587007225,"score_gpt":0.2986548851641103,"score_spread":0.26291034929403806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403438487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53985023,0.0040250975,0.44857416,0.004135963,0.0021609876,0.00041700355,0.0000944352,0.0007156325,0.000026492715],"genre_scores_gemma":[0.9580073,0.0002554421,0.04125757,0.000041450232,0.00021854953,0.00003951489,0.000003745015,0.000052233,0.00012419511],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987622,0.000023910188,0.00051451195,0.00020731655,0.00018504332,0.00030705606],"domain_scores_gemma":[0.9979259,0.0014696905,0.000118386684,0.0002149228,0.00024348582,0.000027629605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008949617,0.00023250617,0.00041480234,0.00023992735,0.000055080145,0.00006976754,0.00096801855,0.00018107431,0.0000033161339],"category_scores_gemma":[0.000701352,0.00017209473,0.00020816883,0.000093589064,0.00014277437,0.0003505891,0.0000720978,0.0005142412,0.0000030610463],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011142428,0.00003360484,0.00002346589,0.00013271526,0.0015268906,0.000025294585,0.00011771639,0.7656295,0.08767026,0.01670776,0.00065949373,0.12635906],"study_design_scores_gemma":[0.003110709,0.0003623748,0.00016746693,0.0002656052,0.00011801257,0.00027319163,0.0005632466,0.025716746,0.8075648,0.10674056,0.054660477,0.00045680057],"about_ca_topic_score_codex":9.133816e-7,"about_ca_topic_score_gemma":0.000001500209,"teacher_disagreement_score":0.73991275,"about_ca_system_score_codex":0.00015312685,"about_ca_system_score_gemma":0.000036282687,"threshold_uncertainty_score":0.701782},"labels":[],"label_agreement":null},{"id":"W4403576138","doi":"10.32370/ia_2024_03_6","title":"Electromagnetic Resonance Quality Control of Liquid Products","year":2024,"lang":"en","type":"article","venue":"Intellectual Archive","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Thread (computing); Curvature; Geometry; Geology; Geodesy; Deformation (meteorology); Optics; Mathematics; Physics; Computer science","score_opus":0.025271344522582527,"score_gpt":0.26855155888295457,"score_spread":0.24328021436037203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403576138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5073133,0.023755528,0.4605042,0.00028496937,0.00082873076,0.0002625001,0.000044165838,0.002568441,0.004438145],"genre_scores_gemma":[0.9820124,0.00047477774,0.017234933,0.000012459195,0.000058446258,0.000028328344,0.0000029399741,0.000024633599,0.0001510675],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99923813,0.00006612837,0.00021778609,0.00017754297,0.00007305832,0.00022732592],"domain_scores_gemma":[0.99829614,0.0014325628,0.00000954711,0.00021690899,0.000022685139,0.00002218041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002762439,0.00012701224,0.00020711652,0.00015158049,0.000015851354,0.0000066640496,0.00018310975,0.00007027672,0.000039268754],"category_scores_gemma":[0.0020313514,0.00011564889,0.0000519408,0.0002605499,0.00013774958,0.00003448768,0.000026803893,0.00034493266,0.000046901012],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018026536,0.000019633431,0.000005765364,0.0005781603,0.00013396858,0.00001720634,0.0026808847,0.0027464817,0.93057287,0.022075664,0.005504692,0.035484392],"study_design_scores_gemma":[0.00019971291,0.0009182776,0.00046664817,0.00021626115,0.00003315163,0.000040604613,0.000059847753,0.025321303,0.91287345,0.011644018,0.047905184,0.00032155804],"about_ca_topic_score_codex":0.000006068883,"about_ca_topic_score_gemma":0.0000029851665,"teacher_disagreement_score":0.4746991,"about_ca_system_score_codex":0.000019119256,"about_ca_system_score_gemma":0.000025811416,"threshold_uncertainty_score":0.47160247},"labels":[],"label_agreement":null},{"id":"W4403753025","doi":"10.1115/fpmc2024-140074","title":"Design of Digital Displacement Pump Systems With Multiple Pumps","year":2024,"lang":"en","type":"article","venue":"","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Displacement (psychology)","score_opus":0.03264501845855647,"score_gpt":0.23719217250967162,"score_spread":0.20454715405111515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403753025","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020801157,0.0010876207,0.97448826,0.000017802106,0.00031827463,0.00014487324,0.0000056174413,0.0019106845,0.0012257281],"genre_scores_gemma":[0.9788859,0.000047994283,0.020620517,6.9421134e-7,0.000013044216,0.000034625635,0.0000024815256,0.000021211423,0.00037356935],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996002,0.000007166243,0.00010958973,0.00009195929,0.000059668764,0.00013142361],"domain_scores_gemma":[0.999637,0.00018640664,0.000005264072,0.00014404126,0.0000092810615,0.00001800012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011887845,0.00009589212,0.00012102301,0.00008374244,0.000008184934,0.00002799569,0.00008628688,0.00006949022,0.0000068299382],"category_scores_gemma":[0.00003193842,0.000067742214,0.000016690983,0.00012085494,0.000030614734,0.00010056777,0.000017233682,0.00009497774,0.000015632098],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009598493,0.0000072233856,0.00023110375,0.00041352044,0.00013596508,0.00001600003,0.00005853972,0.9856731,0.0072003724,0.004086725,0.00031698786,0.0018508497],"study_design_scores_gemma":[0.00015284313,0.0001152081,0.00009768002,0.00016412957,0.000024156867,0.000030022218,0.00015742311,0.9470791,0.049676705,0.00016253519,0.0021565268,0.00018362157],"about_ca_topic_score_codex":0.0000034710408,"about_ca_topic_score_gemma":4.1023685e-7,"teacher_disagreement_score":0.9580847,"about_ca_system_score_codex":0.000019931329,"about_ca_system_score_gemma":0.000006256837,"threshold_uncertainty_score":0.27624473},"labels":[],"label_agreement":null},{"id":"W4405403348","doi":"10.23977/aetp.2024.080701","title":"Research on Modern Machining Theory Reform under the Background of New Manufacturing Industries for Postgraduate Innovative Engineering Competencies","year":2024,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Shanghai for Science and Technology","keywords":"Machining; Manufacturing engineering; Engineering; Engineering management; Manufacturing; Engineering ethics; Business; Mechanical engineering; Marketing","score_opus":0.11013344608746821,"score_gpt":0.4307665683069056,"score_spread":0.32063312221943735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405403348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8416803,0.032881655,0.11164503,0.009489264,0.0014104703,0.00029075638,0.000015086864,0.00049021567,0.002097232],"genre_scores_gemma":[0.9853848,0.0014616529,0.012776516,0.000052649364,0.0000631696,0.00012591276,0.0000072653734,0.00002303726,0.00010496829],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991392,0.00003461688,0.00022817473,0.00024049557,0.00006811806,0.00028942787],"domain_scores_gemma":[0.99829924,0.0013902803,0.000022289245,0.00022825442,0.000043994627,0.00001596041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007820708,0.00014580143,0.0001804803,0.0010974607,0.00007476407,0.000009768406,0.00028462172,0.00031475365,0.000006397987],"category_scores_gemma":[0.00009836144,0.00011421686,0.0000178853,0.00086724834,0.00046403432,0.00013480001,0.000048663507,0.000981274,0.000001839932],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026734457,0.000013719545,0.000060702525,0.000079235964,0.000048773683,9.707842e-7,0.00019291935,0.012253191,0.00092720595,0.93609226,0.00010732815,0.050196934],"study_design_scores_gemma":[0.00018213708,0.00014149297,0.003851801,0.00017047796,0.00000621963,0.00004701814,0.0029580393,0.0013236471,0.010986907,0.97128206,0.008899883,0.00015033288],"about_ca_topic_score_codex":0.0000028577554,"about_ca_topic_score_gemma":0.0000086720465,"teacher_disagreement_score":0.14370453,"about_ca_system_score_codex":0.00007081757,"about_ca_system_score_gemma":0.000047788864,"threshold_uncertainty_score":0.46576285},"labels":[],"label_agreement":null},{"id":"W4405518929","doi":"10.2316/j.2025.201-0491","title":"APPLICATION OF FUZZY HESITATION MODEL IN THE OPTIMISATION OF MECHANICAL PROCESS PARAMETERS, 1-10.","year":2024,"lang":"en","type":"article","venue":"Mechatronic systems and control","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Fuzzy logic; Computer science; Artificial intelligence; Programming language","score_opus":0.017285937221508937,"score_gpt":0.2517718354696311,"score_spread":0.23448589824812216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405518929","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12515922,0.00485932,0.86934316,0.00005772318,0.00007320024,0.00032273185,0.0000052364912,0.00012492089,0.00005446073],"genre_scores_gemma":[0.99771184,0.00006473889,0.0020100614,0.0000021761325,0.000009463953,0.00018673947,0.0000023952427,0.000007925249,0.000004674486],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995059,0.000036361063,0.00020845432,0.00009070337,0.00007204164,0.00008654951],"domain_scores_gemma":[0.99968594,0.00014259039,0.000026596712,0.00011987816,0.000017835693,0.000007144672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006024988,0.00006839407,0.0001602961,0.00008229559,0.00000864984,0.000007837369,0.00008524148,0.000103715975,3.3081636e-7],"category_scores_gemma":[0.000034601824,0.000050417057,0.000024486815,0.0001095342,0.000015090485,0.0000543027,0.0000038528588,0.0000914105,4.879771e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011515334,0.00000708902,0.000011543921,0.0006640365,0.00003634346,3.6616495e-7,0.0003196209,0.8696242,0.015297768,0.10522763,0.000008281691,0.008791591],"study_design_scores_gemma":[0.00018380693,0.000034411783,0.000033272452,0.00006462662,0.000027836233,0.0000038491203,0.0003626242,0.98692524,0.0030970918,0.0092036165,0.000016941378,0.000046674486],"about_ca_topic_score_codex":0.000016650814,"about_ca_topic_score_gemma":0.0000027957476,"teacher_disagreement_score":0.8725526,"about_ca_system_score_codex":0.000017855375,"about_ca_system_score_gemma":0.000010622224,"threshold_uncertainty_score":0.2055948},"labels":[],"label_agreement":null},{"id":"W4406783201","doi":"10.9734/jammr/2025/v37i15713","title":"Comparative Analysis of Autologous Scaffold Formation Protocols in Regenerative Endodontic Therapy: A Systematic Review and Meta-analysis","year":2025,"lang":"en","type":"review","venue":"Journal of Advances in Medicine and Medical Research","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Scaffold; Regenerative medicine; Medicine; Meta-analysis; Dentistry; Biomedical engineering; Biology; Pathology; Stem cell; Cell biology","score_opus":0.3489887247500258,"score_gpt":0.5655483818592894,"score_spread":0.21655965710926356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406783201","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000072150983,0.99217826,0.0031475227,0.00021423382,0.000020667083,0.004318992,0.000005930418,0.000011257555,0.00009590986],"genre_scores_gemma":[0.00012836013,0.99665076,0.001224436,0.000024864941,0.000011992411,0.0019278034,0.000005278617,0.000005936557,0.000020590543],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9950583,0.00170214,0.0020238708,0.00018540716,0.0007818674,0.00024842794],"domain_scores_gemma":[0.993455,0.0054381858,0.00048266622,0.00026958354,0.00025322466,0.0001013739],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0116958525,0.00026055012,0.010353879,0.0046644127,0.000022028453,0.000006113352,0.000406434,0.00030043535,0.000033079483],"category_scores_gemma":[0.008365323,0.00014003803,0.00051276776,0.005088827,0.00036934498,0.00015709063,0.00006787246,0.0013325464,1.0307923e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014823454,0.000042751133,0.0000045772695,0.89084536,0.06793178,0.00008680775,0.00043079068,0.0004653955,8.6111334e-7,0.0003484632,0.000108604785,0.039719768],"study_design_scores_gemma":[0.00091724185,0.00070162653,0.000015042355,0.39046595,0.5826642,0.00010871658,0.0005969504,0.002297251,0.00001943177,0.00047448926,0.021409657,0.00032947553],"about_ca_topic_score_codex":0.000006703492,"about_ca_topic_score_gemma":0.000097825105,"teacher_disagreement_score":0.51473236,"about_ca_system_score_codex":0.00008885648,"about_ca_system_score_gemma":0.00014172262,"threshold_uncertainty_score":0.99998766},"labels":[],"label_agreement":null},{"id":"W4406804599","doi":"10.1038/s41415-025-8369-0","title":"3D printable dental devices gain FDA approval in North America and Canada","year":2025,"lang":"en","type":"article","venue":"BDJ","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dental research; Drug approval; Medicine; Dentistry; Pharmacology; Drug","score_opus":0.0083488281789019,"score_gpt":0.21404070694295946,"score_spread":0.20569187876405756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406804599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854723,0.0009666431,0.009621162,0.00005174914,0.00021559824,0.00007066267,0.000003367685,0.00025884,0.0033396455],"genre_scores_gemma":[0.979279,0.00009826604,0.02033271,0.000052108488,0.000007711309,0.00001847136,0.0000031490774,0.000006720304,0.00020185339],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996418,0.000009578403,0.00008021348,0.00008972797,0.00002985673,0.00014886055],"domain_scores_gemma":[0.9998225,0.00005468737,0.00000613647,0.00009780834,0.0000037829982,0.00001510614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004271056,0.00007242676,0.00010690351,0.000066964545,0.000017004615,0.0000055578157,0.00008841564,0.00004751451,0.0000035371338],"category_scores_gemma":[0.000054103468,0.000074311894,0.0000067952788,0.0001508796,0.00002324049,0.00002796547,0.00004408235,0.00013736145,9.248242e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020710513,0.000033515447,0.5850583,0.0007827883,0.00016094084,0.00012585668,0.00028019174,0.23157571,0.0034219683,0.002121261,0.0068628597,0.16955593],"study_design_scores_gemma":[0.00083305326,0.000038432325,0.72072357,0.00013350215,0.00003487992,0.000023015986,0.0011994988,0.059583202,0.014939028,0.0003659984,0.20142595,0.0006998791],"about_ca_topic_score_codex":0.047504015,"about_ca_topic_score_gemma":0.60437465,"teacher_disagreement_score":0.55687064,"about_ca_system_score_codex":0.000055475382,"about_ca_system_score_gemma":0.000032211257,"threshold_uncertainty_score":0.95883876},"labels":[],"label_agreement":null},{"id":"W4408133272","doi":"10.18280/mmep.120205","title":"Python Simulations for Engineering Education: Resultant and Equilibrium in Coplanar Non-Concurrent Forces","year":2025,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Python (programming language); Computer science; Programming language","score_opus":0.02770416893650299,"score_gpt":0.2666094987139272,"score_spread":0.2389053297774242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408133272","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.106850386,0.0024117592,0.8893383,0.00010917864,0.0002594618,0.00038055392,0.000008851172,0.0005240499,0.0001174302],"genre_scores_gemma":[0.8720987,0.0001844336,0.1273859,0.0000068020386,0.000029819328,0.00018082706,0.000009684583,0.00003694662,0.00006689787],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999049,0.0000048316847,0.00034855638,0.00022763353,0.000054069773,0.0003158829],"domain_scores_gemma":[0.99929756,0.0004330132,0.000016531843,0.00016823759,0.000025931318,0.000058724443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027007575,0.00022709431,0.00032134974,0.0003036091,0.000033920936,0.000041204814,0.000099234916,0.00018505196,0.0000012081485],"category_scores_gemma":[0.00017321363,0.00023132165,0.000031726828,0.00022237039,0.000026836791,0.0000958258,0.0000400722,0.0002452545,5.8813436e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024760352,0.000016387155,0.000015411164,0.002601472,0.000025620493,3.6623808e-7,0.00020503017,0.97165,0.002186941,0.021466237,0.00003630055,0.0017937772],"study_design_scores_gemma":[0.00028118846,0.000020500629,0.000024966419,0.0009010893,0.000024172119,0.0000050804865,0.000024755283,0.9865855,0.0012915491,0.009410663,0.0012093981,0.00022116104],"about_ca_topic_score_codex":0.0000030985886,"about_ca_topic_score_gemma":8.354247e-7,"teacher_disagreement_score":0.7652483,"about_ca_system_score_codex":0.000037354646,"about_ca_system_score_gemma":0.000015884738,"threshold_uncertainty_score":0.94330233},"labels":[],"label_agreement":null},{"id":"W4409510479","doi":"10.23977/aetp.2025.090212","title":"Reform Path of 'Numerical Control Technology' Course of Mechanical Specialty in Universities under the Background of 'Intelligent Manufacturing'","year":2025,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Course (navigation); Specialty; Path (computing); Control (management); Engineering; Engineering management; Manufacturing engineering; Computer science; Medicine; Artificial intelligence; Aerospace engineering; Operating system","score_opus":0.016268121511125316,"score_gpt":0.3390102227172533,"score_spread":0.32274210120612795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409510479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9314938,0.011865532,0.04899535,0.005204037,0.000576192,0.0001643773,0.000013490988,0.00008793785,0.0015992783],"genre_scores_gemma":[0.99116415,0.002769376,0.005967509,0.000036469075,0.0000073563338,0.000027107606,0.000001947686,0.0000058781297,0.000020197296],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992044,0.00003423186,0.00036863596,0.00017182717,0.000041961393,0.00017892761],"domain_scores_gemma":[0.9992525,0.00032874185,0.000082634506,0.00029170534,0.00003558147,0.000008851683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002578044,0.00012255496,0.00035144095,0.00085014326,0.0000200266,6.2633023e-7,0.00035146723,0.00043734416,0.000015703148],"category_scores_gemma":[0.000026187787,0.00010215022,0.000030316764,0.00070300925,0.00094423816,0.000053814816,0.00005318744,0.0004380559,4.2993983e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004924816,0.00015191209,0.0053343195,0.000087282715,0.00006198655,0.0000010258606,0.00003779155,0.0029127882,0.0010505556,0.98309374,0.000021061745,0.0071982695],"study_design_scores_gemma":[0.0008950724,0.0001884031,0.076403864,0.00015755635,0.000030154499,0.000030796327,0.012615406,0.00027960434,0.041654676,0.8656669,0.0019063439,0.00017120298],"about_ca_topic_score_codex":0.00000672506,"about_ca_topic_score_gemma":0.000048876194,"teacher_disagreement_score":0.11742684,"about_ca_system_score_codex":0.00006566297,"about_ca_system_score_gemma":0.000050094448,"threshold_uncertainty_score":0.41655648},"labels":[],"label_agreement":null},{"id":"W4409794964","doi":"10.61091/jcmcc127b-431","title":"Construction and analysis of digital intelligent flexible wrist rehabilitation equipment","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Wrist; Physical medicine and rehabilitation; Computer science; Engineering; Medicine; Physical therapy; Surgery","score_opus":0.014662748330489526,"score_gpt":0.27206418920796444,"score_spread":0.2574014408774749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409794964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8064949,0.00061177125,0.18722495,0.00004796456,0.0050249198,0.0001015015,0.0000022854135,0.00007814841,0.00041356578],"genre_scores_gemma":[0.96254927,0.00009725012,0.037281703,0.0000014188514,0.000058045283,9.2490177e-7,0.0000010764257,0.000008440234,0.0000018647188],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99886733,0.000027299204,0.00072770345,0.00009262815,0.00015784458,0.00012718565],"domain_scores_gemma":[0.9985627,0.0008271312,0.0002507619,0.000127277,0.00019078578,0.000041346815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079384365,0.00013983673,0.0005850744,0.0005674903,0.000057030113,0.000055964243,0.00012629986,0.00013420056,0.0000011919788],"category_scores_gemma":[0.00067260896,0.00013227921,0.00011104794,0.00056993816,0.00012485568,0.000109277484,0.00008998239,0.0002311814,9.375715e-8],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004230644,0.00012421019,0.0020218466,0.0005324825,0.001158692,0.0000018791038,0.000643089,0.0055720275,0.0011743557,0.9708545,0.00004930514,0.017825259],"study_design_scores_gemma":[0.0016837217,0.000614562,0.0013949508,0.000489451,0.0011162573,0.000021083604,0.001286816,0.05351623,0.008626406,0.930619,0.00036568957,0.0002658496],"about_ca_topic_score_codex":0.000001036686,"about_ca_topic_score_gemma":6.7775275e-8,"teacher_disagreement_score":0.15605438,"about_ca_system_score_codex":0.000053998392,"about_ca_system_score_gemma":0.000023981376,"threshold_uncertainty_score":0.53941894},"labels":[],"label_agreement":null},{"id":"W4411088428","doi":"10.5206/mt.v5i2.22175","title":"Algorithm for finding reduction transformation that transforms a rational ODE to solvable structure","year":2025,"lang":"en","type":"article","venue":"Maple Transactions","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ode; Reduction (mathematics); Transformation (genetics); Mathematics; Pure mathematics; Algebra over a field; Applied mathematics; Mathematical economics; Computer science; Mathematical optimization; Geometry; Biology","score_opus":0.02650968687521054,"score_gpt":0.2740173356386189,"score_spread":0.24750764876340836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411088428","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006478757,0.00008106613,0.98962146,0.00082091975,0.0010354954,0.00051157986,0.00016845603,0.0009443125,0.0003379358],"genre_scores_gemma":[0.62796587,0.00005980355,0.37095225,0.000033657616,0.000040875268,0.0003407765,0.00007186514,0.000023435765,0.0005114416],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999382,0.000008920871,0.00017076831,0.00014001128,0.00006842146,0.00022984802],"domain_scores_gemma":[0.99975544,0.000048747108,0.000008547581,0.00012675225,0.000028139557,0.000032362568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012274866,0.00014082342,0.00014675483,0.00030589273,0.00019832978,0.00002416381,0.00010465402,0.00019142557,0.00005021748],"category_scores_gemma":[0.000007347656,0.0001460235,0.00008333542,0.00032031897,0.000020516905,0.00023411275,0.0000010669919,0.00020390977,0.000002818628],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019995334,0.000016398335,0.0000014103349,0.00017042011,0.00012217477,2.2448893e-7,0.0009417353,0.50233644,0.05327432,0.002575994,0.0005017605,0.44003913],"study_design_scores_gemma":[0.0009209589,0.000072595096,0.0002317522,0.00007765954,0.00012860238,0.000021300526,0.00085499504,0.21914384,0.7275668,0.01459429,0.035988882,0.00039831744],"about_ca_topic_score_codex":0.000006558087,"about_ca_topic_score_gemma":0.000031218915,"teacher_disagreement_score":0.6742925,"about_ca_system_score_codex":0.00008857895,"about_ca_system_score_gemma":0.000020498712,"threshold_uncertainty_score":0.59546655},"labels":[],"label_agreement":null},{"id":"W4412050657","doi":"10.56198/xbz24w83","title":"Virtual Reality Training Simulators as a Learning Method for Medical Equipment: The IV Infusion Pump","year":2025,"lang":"en","type":"article","venue":"","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Virtual reality; Computer science; Training (meteorology); Human–computer interaction; Multimedia; Medical equipment; Simulation; Medicine","score_opus":0.04442576619123344,"score_gpt":0.35274646441973573,"score_spread":0.3083206982285023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412050657","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03120279,0.00013153796,0.9582129,0.0013853594,0.0004936718,0.00020418013,9.308158e-7,0.0018341743,0.00653447],"genre_scores_gemma":[0.93403,0.000093873365,0.06424148,0.00029781388,0.00006026258,0.00009836143,0.000006403069,0.0000246617,0.0011471752],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99902594,0.0001093507,0.00024754647,0.00017666053,0.00013657736,0.00030393468],"domain_scores_gemma":[0.997553,0.0021381844,0.000018549023,0.00022204766,0.000022880025,0.00004535361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024765225,0.00015033789,0.00022515639,0.00011694483,0.00015325144,0.000016652322,0.0003095677,0.0003360079,0.00006581753],"category_scores_gemma":[0.0043087783,0.00010752004,0.000082360995,0.00024190391,0.00006354348,0.000048081805,0.0001236885,0.0005519079,0.0000048524607],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026456919,0.000009710352,0.000045642846,0.00007610104,0.00015110771,0.0000034392692,0.0008370475,0.4295896,0.0027832524,0.14946917,0.0007192599,0.4162892],"study_design_scores_gemma":[0.00052291405,0.000092094335,0.00019181278,0.00008526451,0.000040423212,0.000007107095,0.0014461834,0.9091458,0.010685688,0.013888745,0.06369499,0.00019897848],"about_ca_topic_score_codex":0.000019563558,"about_ca_topic_score_gemma":0.000010404288,"teacher_disagreement_score":0.9028272,"about_ca_system_score_codex":0.000039772323,"about_ca_system_score_gemma":0.00004063417,"threshold_uncertainty_score":0.5158321},"labels":[],"label_agreement":null},{"id":"W4412609087","doi":"10.29007/4zxs","title":"Digital Transformation of Construction Projects with an Advanced Agile Tool for Deformation Risk Management","year":2025,"lang":"en","type":"article","venue":"EPiC series in built environment","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Agile software development; Digital transformation; Transformation (genetics); Risk management; Computer science; Construction engineering; Systems engineering; Software engineering; Engineering; Business; World Wide Web","score_opus":0.00791368747655482,"score_gpt":0.21715875490876027,"score_spread":0.20924506743220544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412609087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5920659,0.00006341801,0.40608028,0.000017987615,0.000088684654,0.00042120175,0.000012115145,0.00012967511,0.0011208007],"genre_scores_gemma":[0.80516195,0.00048233967,0.19404271,0.0000025471957,0.0000032958226,0.00023515988,0.000028149974,0.000007501907,0.0000363397],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995641,0.000009582983,0.0001835727,0.000086324595,0.00004928567,0.00010713635],"domain_scores_gemma":[0.9997769,0.000022848088,0.000029583278,0.00016039477,0.0000034631923,0.000006831993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011288615,0.00008895295,0.00010955895,0.00011495414,0.00002434501,0.0000060619736,0.00006747907,0.00006120985,0.000003286376],"category_scores_gemma":[0.000014352355,0.00008319465,0.00001634173,0.00007800781,0.00006084456,0.00041775272,0.00001194077,0.000066079636,5.506955e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015576357,0.00002979527,0.0023180938,0.00046684264,0.000059396934,5.569359e-7,0.00045327735,0.4706895,0.00064049044,0.010840094,0.000006395604,0.5143398],"study_design_scores_gemma":[0.009161301,0.0025288833,0.16468453,0.00085104106,0.00030096568,0.000041586078,0.016631896,0.085178524,0.6125384,0.05975042,0.04670614,0.0016262811],"about_ca_topic_score_codex":8.103979e-7,"about_ca_topic_score_gemma":0.0000023702041,"teacher_disagreement_score":0.61189795,"about_ca_system_score_codex":0.000073661664,"about_ca_system_score_gemma":0.0000026483237,"threshold_uncertainty_score":0.33925796},"labels":[],"label_agreement":null},{"id":"W4412989557","doi":"10.56952/arma-2025-0333","title":"Improving the Consistency of Joint Roughness Estimation in Drill Core with a Visual Guide","year":2025,"lang":"en","type":"article","venue":"","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BGC Engineering (Canada)","funders":"","keywords":"Drill; Consistency (knowledge bases); Core (optical fiber); Computer science; Joint (building); Estimation; Surface finish; Geology; Computer vision; Artificial intelligence; Engineering; Mechanical engineering; Structural engineering; Telecommunications","score_opus":0.024771656400179923,"score_gpt":0.2833996281513832,"score_spread":0.2586279717512033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412989557","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31936157,0.00019587368,0.67621285,0.00009976944,0.00010499166,0.00011647356,4.4949658e-7,0.0003712788,0.0035367724],"genre_scores_gemma":[0.90203047,0.0000116727315,0.09779973,0.000015352074,0.0000021268188,0.000019927902,7.682225e-7,0.0000057100656,0.00011424491],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996159,0.000010607439,0.00016818407,0.00006984388,0.00003527885,0.00010015901],"domain_scores_gemma":[0.99968505,0.00012074747,0.000017092056,0.00015031148,0.000021474281,0.0000053487747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023861325,0.00007183744,0.00013145535,0.00010476332,0.000016526854,0.0000037597429,0.00008360178,0.00007251585,0.0000032401995],"category_scores_gemma":[0.00026703457,0.000046103716,0.000015592228,0.00023043643,0.000060708742,0.00003836407,0.000029649767,0.00012284299,6.103099e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025825893,0.00003423461,0.004180557,0.0006621947,0.0001126776,0.000010440737,0.00037444758,0.7212544,0.068746835,0.10851317,0.0005038433,0.095581345],"study_design_scores_gemma":[0.00040687015,0.000056412846,0.019571519,0.00019958652,0.000027217704,0.000008954007,0.0005823887,0.8230811,0.15305176,0.0027440025,0.00012231716,0.00014791609],"about_ca_topic_score_codex":0.00006984965,"about_ca_topic_score_gemma":0.00006635131,"teacher_disagreement_score":0.5826689,"about_ca_system_score_codex":0.000024942012,"about_ca_system_score_gemma":0.000019054229,"threshold_uncertainty_score":0.18800549},"labels":[],"label_agreement":null},{"id":"W4413581556","doi":"10.12789/geocanj.2025.52.223","title":"GAC-MAC-IAH-CNC 2025 Ottawa Meeting: Abstracts, Volume 48","year":2025,"lang":"en","type":"article","venue":"Geoscience Canada","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada; Natural Resources Canada","funders":"","keywords":"Volume (thermodynamics); Medicine; Physics; Thermodynamics","score_opus":0.009392822485395571,"score_gpt":0.22146909728930403,"score_spread":0.21207627480390845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413581556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70134646,0.0053451476,0.09781934,0.004957704,0.017097387,0.00049775606,0.00007668753,0.0039926167,0.16886689],"genre_scores_gemma":[0.97069454,0.00009126246,0.019171499,0.0003507088,0.00004026836,0.000025948044,0.000004002286,0.000015001278,0.009606769],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99886155,0.000015974656,0.00022817247,0.00023944138,0.00016315428,0.00049173465],"domain_scores_gemma":[0.9994055,0.00010469415,0.000024957757,0.00035539095,0.000035504036,0.00007394341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042164107,0.00016090102,0.00017746427,0.0001350091,0.00012746481,0.000025611738,0.0005453752,0.00012847027,0.000034771427],"category_scores_gemma":[0.00070825394,0.00016758071,0.00002924638,0.00055549387,0.000115132236,0.00008790911,0.00006971201,0.0003047149,0.000015330053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000047925696,0.000019312876,0.008468281,0.0003417743,0.00007562386,0.0001486131,0.00008030618,0.3070676,0.020879176,0.007551621,0.6087312,0.046631698],"study_design_scores_gemma":[0.00018246115,0.000014165649,0.048261147,0.000110255845,0.000021954316,0.0000119466895,0.00019238435,0.02448711,0.029885622,0.0013672437,0.8949757,0.00048995996],"about_ca_topic_score_codex":0.13155498,"about_ca_topic_score_gemma":0.24214502,"teacher_disagreement_score":0.28624454,"about_ca_system_score_codex":0.0002055205,"about_ca_system_score_gemma":0.00038516673,"threshold_uncertainty_score":0.87422806},"labels":[],"label_agreement":null},{"id":"W4414359291","doi":"10.24963/ijcai.2025/1036","title":"AI4TRT: Automatic Simulation of Teeth Restoration Treatment","year":2025,"lang":"en","type":"article","venue":"","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Optech (Canada)","funders":"","keywords":"Leverage (statistics); Visualization; Optical flow; Modalities; Point (geometry); Process (computing)","score_opus":0.03190995586699855,"score_gpt":0.3104907486648971,"score_spread":0.27858079279789855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414359291","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27641305,0.00022540783,0.71484154,0.00004974271,0.00020933844,0.00009741629,6.8013907e-7,0.001338101,0.0068247323],"genre_scores_gemma":[0.9604605,0.000022470897,0.039153643,0.0000036889824,0.0000042956162,0.000010812568,0.0000018180548,0.0000038137098,0.0003389925],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997658,0.0000099128065,0.000104583945,0.00004335795,0.000021447413,0.000054868764],"domain_scores_gemma":[0.9997351,0.000112271686,0.000008350015,0.00012806489,0.00001105064,0.0000051226075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006476378,0.00005245814,0.00008907236,0.000106262414,0.000010833732,0.0000019369015,0.000037104877,0.00007547145,0.000010924087],"category_scores_gemma":[0.000078943056,0.0000447641,0.00001846724,0.0001279493,0.000013367419,0.00003298734,0.0000056435474,0.000029617278,0.0000032573446],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010670472,0.0000072355047,0.00019824138,0.00004794614,0.000026495629,2.0827034e-7,0.00004260308,0.9418595,0.004958618,0.0055198367,0.00008769627,0.047250595],"study_design_scores_gemma":[0.0001350557,0.00003373292,0.0046541123,0.000021438056,0.0000159635,1.5477411e-7,0.000027898908,0.91194415,0.07994715,0.0021661646,0.0010072364,0.00004692207],"about_ca_topic_score_codex":0.000004362985,"about_ca_topic_score_gemma":0.0000040786404,"teacher_disagreement_score":0.6840474,"about_ca_system_score_codex":0.00004392578,"about_ca_system_score_gemma":0.0000062839845,"threshold_uncertainty_score":0.1825427},"labels":[],"label_agreement":null},{"id":"W4414818608","doi":"","title":"Production method in rehabilitation based on digital molding technology","year":2025,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Workflow; Usability; Trimming; Automation; Sensor fusion; Robustness (evolution); Consistency (knowledge bases); Python (programming language)","score_opus":0.009253089830030342,"score_gpt":0.2529250676604033,"score_spread":0.24367197783037295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414818608","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13719265,0.00037501802,0.85195315,0.0049396963,0.00028853703,0.00047768434,0.000005691736,0.0041526495,0.0006149248],"genre_scores_gemma":[0.611199,0.000025875941,0.38812482,0.00009872736,0.000014902315,0.00043176766,0.000005064546,0.000028097422,0.000071728624],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986648,0.000067009874,0.00035054484,0.00036279284,0.000108910914,0.0004459588],"domain_scores_gemma":[0.9988475,0.0003661877,0.0000400769,0.00066416,0.00004366854,0.000038417926],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00081878016,0.00025429938,0.00030221682,0.0022301893,0.0000656455,0.000039908762,0.0003051962,0.0005243177,0.0000038793582],"category_scores_gemma":[0.0024284974,0.00027884345,0.00007401987,0.0016552116,0.000077402605,0.00020481712,0.00006284984,0.00066120806,0.000004423627],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004611484,0.00008928288,0.018379876,0.00012386957,0.000022950153,0.000011819006,0.000042535135,0.79607594,0.018050188,0.040445335,0.0006141214,0.12609796],"study_design_scores_gemma":[0.00043390508,0.00016242338,0.020350872,0.00030540652,0.00001666196,0.000015432257,0.00016612759,0.83371013,0.102192365,0.040675733,0.0015633106,0.0004076525],"about_ca_topic_score_codex":0.00007420573,"about_ca_topic_score_gemma":0.000091416485,"teacher_disagreement_score":0.47400635,"about_ca_system_score_codex":0.0005180064,"about_ca_system_score_gemma":0.00004895575,"threshold_uncertainty_score":0.9999664},"labels":[],"label_agreement":null},{"id":"W4415449169","doi":"10.1101/2025.10.21.683741","title":"Systematic development of degradable polyester biomaterials via ring-opening copolymerization of succinic anhydride and epoxides","year":2025,"lang":"","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Research Nova Scotia; Canada Foundation for Innovation","keywords":"Polyester; Copolymer; Dispersity; Monomer; Hydrolytic degradation; Degradation (telecommunications); Succinic anhydride; Polymer","score_opus":0.01580898815922143,"score_gpt":0.22825726607266553,"score_spread":0.2124482779134441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415449169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8046861,0.009930425,0.18197381,0.000014710286,0.001481746,0.0012195696,0.00007893906,0.0006087671,0.0000058786004],"genre_scores_gemma":[0.837684,0.00083953695,0.16107449,0.000006709914,0.00003936855,0.00024179374,4.7110268e-7,0.00010790845,0.00000575573],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99486476,0.00034842137,0.0027726653,0.0009293865,0.00034743614,0.000737332],"domain_scores_gemma":[0.9962122,0.00052887865,0.0012707169,0.0014555841,0.00037134349,0.00016128432],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002356526,0.0009976241,0.0025165002,0.0011528289,0.00017470495,0.00008276245,0.000816739,0.0012113772,0.000017002934],"category_scores_gemma":[0.0011556708,0.0010850847,0.00017123936,0.0009520351,0.0002961252,0.00025358004,0.0008517485,0.00040105564,0.0000054004136],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036075882,0.000058643447,0.0014661689,0.08589397,0.00099881,0.000008379689,0.000082105544,0.001719589,0.909176,0.00054835726,0.000001704198,0.000010203112],"study_design_scores_gemma":[0.00047951422,0.000051251456,0.0105916355,0.025434026,0.00049564004,1.2308927e-7,0.000019641513,0.0024080437,0.95967823,0.0000045289225,0.000019547086,0.0008178224],"about_ca_topic_score_codex":0.00005961275,"about_ca_topic_score_gemma":0.0000026199752,"teacher_disagreement_score":0.06045994,"about_ca_system_score_codex":0.0002315215,"about_ca_system_score_gemma":0.00043529153,"threshold_uncertainty_score":0.99915993},"labels":[],"label_agreement":null},{"id":"W657056","doi":"","title":"Метод инновационного синтеза электромеханических объектов в поисковых задачах с нечеткой исходной информацией","year":2010,"lang":"en","type":"article","venue":"Электротехника и электромеханика","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mathematics; Computer science","score_opus":0.008656039794726521,"score_gpt":0.21448693060677682,"score_spread":0.2058308908120503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W657056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8356627,0.0030487927,0.02778179,0.0012632167,0.017294165,0.00175313,0.00024963525,0.0223644,0.09058215],"genre_scores_gemma":[0.94753313,0.00071438577,0.04605992,0.00046369087,0.0014743359,0.0004311997,0.00012673439,0.000558283,0.0026383211],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931117,0.0001879039,0.0015287134,0.0015408009,0.00091911375,0.0027117368],"domain_scores_gemma":[0.9950095,0.00070286106,0.0002404223,0.0030260393,0.00023657533,0.00078461104],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0017859488,0.0016820787,0.0015733424,0.0011632758,0.00055586116,0.0002536788,0.0024834024,0.0021148217,0.001888379],"category_scores_gemma":[0.0010315562,0.0017121561,0.0006831074,0.00134767,0.0008754714,0.0008906561,0.0005484927,0.004412591,0.002702117],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002506559,0.0007384391,0.006020107,0.00113406,0.001491623,0.0007878019,0.0017551074,0.025722057,0.66832364,0.08989134,0.09401971,0.10986548],"study_design_scores_gemma":[0.0044148504,0.0005990812,0.014004641,0.0002836557,0.00050397275,0.0012571838,0.0007372442,0.0194646,0.26217434,0.023524426,0.66647756,0.0065584425],"about_ca_topic_score_codex":0.000057861256,"about_ca_topic_score_gemma":0.00019780183,"teacher_disagreement_score":0.57245785,"about_ca_system_score_codex":0.00021864122,"about_ca_system_score_gemma":0.00016663552,"threshold_uncertainty_score":0.9995926},"labels":[],"label_agreement":null},{"id":"W6929158088","doi":"10.48550/arxiv.0710.3025","title":"Formation of collective spins in frustrated clusters","year":2007,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Canadian Military Institute","funders":"","keywords":"Spins; Frustration; Antiferromagnetism; Scattering; Neutron scattering; Specific heat; Heat capacity","score_opus":0.11379322653695749,"score_gpt":0.2044042265481919,"score_spread":0.09061100001123441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6929158088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6587804,0.00006417649,0.33732268,0.0000037870595,0.00022868323,0.00015370433,0.000009003866,0.00035681226,0.003080719],"genre_scores_gemma":[0.99693364,0.00028640867,0.0026214744,0.0000031315792,0.000008866971,8.2057977e-7,0.000012467162,0.000015291376,0.00011787586],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99936455,0.000034382825,0.00017706385,0.00019999401,0.000025552488,0.00019845218],"domain_scores_gemma":[0.9995171,0.00007556061,0.00006287181,0.000272595,0.000043863434,0.000028018947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023743676,0.00017004872,0.00026283247,0.00061156874,0.000016096124,0.0000038009734,0.0002678219,0.00056134263,0.0000066565485],"category_scores_gemma":[0.00006199597,0.00021859017,0.00006610316,0.00057428004,0.000069411326,0.000093342394,0.00014491903,0.0006131087,0.0000041982676],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027405911,0.0000135799455,0.00045390424,0.00021110648,0.000038879203,0.000047778394,0.00017909858,0.99542195,0.0005050071,0.0027982276,0.000062057574,0.00024103854],"study_design_scores_gemma":[0.0007710664,0.00006484985,0.007119314,0.0003096064,0.0000701598,0.0000048171073,0.0006489974,0.9372928,0.03431106,0.01880001,0.000096201125,0.0005111268],"about_ca_topic_score_codex":0.00003846829,"about_ca_topic_score_gemma":0.00008614375,"teacher_disagreement_score":0.33815324,"about_ca_system_score_codex":0.0003259746,"about_ca_system_score_gemma":0.000039238086,"threshold_uncertainty_score":0.89138484},"labels":[],"label_agreement":null},{"id":"W6967048838","doi":"10.48660/17040078","title":"Entangling with Topological Quantum Matter","year":2017,"lang":"en","type":"other","venue":"PIRSA","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Quantum; Topology (electrical circuits); Quantum entanglement; Hilbert space; Quantum system; Spectrum (functional analysis); Class (philosophy); Quantum computer","score_opus":0.027009740074344576,"score_gpt":0.25998931257370483,"score_spread":0.23297957249936024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6967048838","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005193175,0.0034195404,0.04154417,0.000088665896,0.0010519825,0.00014074793,0.0000146741495,0.0042872503,0.94893366],"genre_scores_gemma":[0.048635744,0.0019102594,0.10849895,0.00012875396,0.0010207493,0.00013949347,0.00003570267,0.0013926629,0.8382377],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999478,0.000009775308,0.00006625897,0.00016151591,0.000055570934,0.00022887209],"domain_scores_gemma":[0.99944097,0.00002754315,0.000033058812,0.00046784116,0.00000405452,0.00002652106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006743252,0.00021210243,0.00026847195,0.00011321717,0.000027201186,0.0000143088055,0.0003027083,0.00047690852,0.00083868543],"category_scores_gemma":[0.0000302304,0.00016219633,0.000035438457,0.000024080253,0.00010111494,0.000017262882,0.000043318978,0.00035165864,0.00032091868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007911507,0.000013107834,0.0011586418,0.00038337903,0.00027625152,0.00018928724,0.000040507774,0.00062613905,0.00024368828,0.003195387,0.98815805,0.0057076258],"study_design_scores_gemma":[0.00013902351,0.000029834539,0.000328727,0.0002722015,0.000035622117,0.00003146113,0.000010060506,0.00022558012,0.0004937926,0.00044223404,0.99763167,0.00035977276],"about_ca_topic_score_codex":0.000016441058,"about_ca_topic_score_gemma":0.00002048531,"teacher_disagreement_score":0.11069597,"about_ca_system_score_codex":0.000017954704,"about_ca_system_score_gemma":0.000004110256,"threshold_uncertainty_score":0.9183017},"labels":[],"label_agreement":null},{"id":"W7020494173","doi":"","title":"Live Canadian Election Coverage With Special Guest PPP, Settlers Lament And Serp Kerp","year":2021,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lament; Government (linguistics); Federal election; Blame","score_opus":0.010356262179189236,"score_gpt":0.21198150116959666,"score_spread":0.20162523899040743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020494173","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058373124,0.0013591402,0.02844684,0.000121726116,0.0032895883,0.000710931,0.0006236351,0.0014020884,0.95820874],"genre_scores_gemma":[0.04040322,0.0030020133,0.021105466,0.00021493307,0.0032637103,0.00018980958,0.001236745,0.0010810518,0.929503],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998002,0.00013783037,0.00030353147,0.00067563873,0.00017431036,0.00070671976],"domain_scores_gemma":[0.9989856,0.0001722843,0.00009171971,0.00045040424,0.000017073693,0.00028295082],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012559594,0.00067862077,0.00063278724,0.00078757846,0.000028106086,0.000085393534,0.00045907378,0.0003534212,0.0033386236],"category_scores_gemma":[0.0000611792,0.0006606252,0.00012390784,0.00011537676,0.00029189314,0.000046722034,0.00020968083,0.0011494237,0.00016406017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052498533,0.000019560048,0.0007656829,0.00024306138,0.0007944709,0.00047226335,0.0016199015,0.00039798077,0.00022389491,0.0014614413,0.99277043,0.0011787824],"study_design_scores_gemma":[0.0005179016,0.00026530374,0.0015831707,0.0013570606,0.00009360137,0.00022357462,0.00010007221,0.001873858,0.0010019933,0.0005882904,0.9915402,0.0008550039],"about_ca_topic_score_codex":0.07255016,"about_ca_topic_score_gemma":0.5658166,"teacher_disagreement_score":0.4932664,"about_ca_system_score_codex":0.00016066672,"about_ca_system_score_gemma":0.000090057576,"threshold_uncertainty_score":0.9995845},"labels":[],"label_agreement":null},{"id":"W7033754665","doi":"","title":"Renewable Energy Group Reports First Quarter 2021 Financial Results","year":2021,"lang":"en","type":"other","venue":"","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Renewable energy; Group (periodic table); Energy (signal processing); Work (physics)","score_opus":0.013339547584123018,"score_gpt":0.2141390734990058,"score_spread":0.2007995259148828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033754665","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000032961746,0.006203318,0.10195775,0.000074562784,0.0030098634,0.000064211505,0.000017046137,0.0025161605,0.8861538],"genre_scores_gemma":[0.00047695637,0.0028442538,0.06916446,0.000038794456,0.0007544044,0.00007190635,0.00024807075,0.000399756,0.92600137],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987835,0.000021817326,0.00033242907,0.0004104522,0.00010242266,0.00034937926],"domain_scores_gemma":[0.9989765,0.000065659886,0.000064852975,0.0008313972,0.000013610005,0.00004795908],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018206569,0.00033697922,0.00044855822,0.00024316972,0.000028398226,0.000016753133,0.00017070185,0.0011197348,0.0016822193],"category_scores_gemma":[0.00028222814,0.0003363595,0.00010889766,0.00021760465,0.000039167997,0.000020895637,0.0000706506,0.00028664435,0.000014671587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027048188,0.0000093954495,0.0000036746178,0.00010788455,0.00006217059,0.00043280367,0.000008288474,0.0034799739,0.00013925743,0.00043449597,0.9941565,0.0011628505],"study_design_scores_gemma":[0.00012951974,0.000020448473,0.000025284808,0.00025316913,0.000018105586,0.00006434754,0.0000083967425,0.0001974716,0.0016104544,0.00042886645,0.9968533,0.00039066043],"about_ca_topic_score_codex":0.0011165161,"about_ca_topic_score_gemma":0.007819557,"teacher_disagreement_score":0.039847605,"about_ca_system_score_codex":0.0000380098,"about_ca_system_score_gemma":0.000021165937,"threshold_uncertainty_score":0.99990886},"labels":[],"label_agreement":null},{"id":"W753039143","doi":"","title":"DEVELOPMENT OF A DIGITAL PAIN MAPPING TOOL USING ICONOGRAPHY FOR THE ASSESSMENT OF SENSORY PAIN","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Arthritis Network; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Hospital for Sick Children; Arthritis Society","keywords":"Iconography; Sensory system; Medicine; Pain management; Pain assessment; Psychology; Cartography; Physical therapy; Neuroscience; Art; Geography; Visual arts","score_opus":0.03746549909904497,"score_gpt":0.2414014478533175,"score_spread":0.2039359487542725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W753039143","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04142371,0.0001395212,0.94701535,0.000004730009,0.00026669068,0.00035647527,0.000022785622,0.00020118838,0.010569577],"genre_scores_gemma":[0.24535134,0.00006345133,0.7359455,0.00001236579,0.000058719837,0.000013666165,0.00017648916,0.00011952653,0.018258885],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918234,0.00007259566,0.00027891254,0.0001688287,0.00009592604,0.0002013774],"domain_scores_gemma":[0.9990208,0.00053477334,0.00014819781,0.00021377139,0.00006315327,0.000019316354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072411465,0.00022678093,0.00035294917,0.00027382784,0.00006835902,0.000012661378,0.00031095586,0.0002930703,0.00018622709],"category_scores_gemma":[0.0000897629,0.0002194394,0.00015975634,0.00026602435,0.000047299927,0.00007363394,0.00003763617,0.00021488548,2.5408465e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032121177,0.000021675227,0.00070826814,0.0023883132,0.00074360473,0.000002956624,0.000782999,0.023331717,0.010809653,0.0011027546,0.00006599645,0.96000993],"study_design_scores_gemma":[0.002005044,0.00024597518,0.0053078616,0.0025185759,0.0006881454,0.0000037030889,0.043285105,0.29780847,0.02996725,0.0005633628,0.6155598,0.0020467083],"about_ca_topic_score_codex":0.0000023399325,"about_ca_topic_score_gemma":0.000018955747,"teacher_disagreement_score":0.9579632,"about_ca_system_score_codex":0.000071897244,"about_ca_system_score_gemma":0.000054265172,"threshold_uncertainty_score":0.8948479},"labels":[],"label_agreement":null},{"id":"W8060526","doi":"10.1007/978-1-4419-1117-9_6","title":"Spatial Parallel Robotic Machines with Revolute Actuators","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Revolute joint; Rigidity (electromagnetism); Actuator; Kinematics; Parallel manipulator; Control theory (sociology); Screw theory; Degrees of freedom (physics and chemistry); Computer science; Inverse kinematics; Base (topology); Control engineering; Engineering; Artificial intelligence; Mathematics; Robot; Structural engineering; Physics; Classical mechanics; Mathematical analysis","score_opus":0.019508134629152362,"score_gpt":0.21869074498989613,"score_spread":0.19918261036074378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W8060526","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008627589,0.00096493604,0.6425514,0.000076319724,0.00027966968,0.00014718852,0.000003104852,0.0029152655,0.35305348],"genre_scores_gemma":[0.0017030073,0.0013443254,0.59362143,0.00005484612,0.00020884155,0.000014097144,0.000029872572,0.00016850968,0.4028551],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991413,0.0000052734135,0.00021157316,0.00025060985,0.000116836854,0.00027445843],"domain_scores_gemma":[0.99936205,0.000063011015,0.000037592727,0.0004612868,0.000021346978,0.000054695636],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008463804,0.00046091565,0.0004980768,0.00020559072,0.000031216154,0.00001110919,0.0002657707,0.0006711145,0.00020298753],"category_scores_gemma":[0.000025347648,0.00036419375,0.00008893676,0.000026202717,0.00007269157,0.000046430163,0.00003410307,0.0006833985,0.000089145826],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041395768,0.000009777034,0.000025698333,0.00029109107,0.0006338149,0.00019266338,0.000038481932,0.1002271,0.000029003964,0.47105837,0.009279656,0.41817293],"study_design_scores_gemma":[0.0017813245,0.0011063954,0.0014801375,0.0014990398,0.0010101428,0.00053998234,0.000012604977,0.037496444,0.00042190668,0.45889658,0.48983058,0.005924885],"about_ca_topic_score_codex":0.000010480395,"about_ca_topic_score_gemma":0.00006021298,"teacher_disagreement_score":0.48055092,"about_ca_system_score_codex":0.000050577702,"about_ca_system_score_gemma":0.000014183191,"threshold_uncertainty_score":0.999881},"labels":[],"label_agreement":null}]}