{"meta":{"query_hash":"c2a6dc471134","filters":{"venue":"EPJ Techniques and Instrumentation"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"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/c2a6dc471134","api":"https://metacan.xera.ac/api/v1/cohort?venue=EPJ+Techniques+and+Instrumentation"},"results":[{"id":"W2016535985","doi":"10.1140/epjti1","title":"EPJ Techniques and Instrumention","year":2014,"lang":"en","type":"article","venue":"EPJ Techniques and Instrumentation","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","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":"McGill University","funders":"","keywords":"Computer science","score_opus":0.3086645967070091,"score_gpt":0.5418377791957488,"score_spread":0.23317318248873975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016535985","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":[0.95946985,0.00023474553,0.008460107,0.0012426316,0.00016291678,0.0005443746,0.000012573831,0.00022879193,0.029644033],"genre_scores_gemma":[0.9732267,0.0014128567,0.024264785,0.00014558088,0.00011872215,0.000051571045,0.000013266462,0.000012768294,0.00075374974],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962005,0.0001828397,0.00056209345,0.00060288125,0.0021339739,0.0003177182],"domain_scores_gemma":[0.99832964,0.00038023008,0.00024429616,0.0003518486,0.00048617934,0.00020779543],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0070650955,0.00016474015,0.00023115039,0.011152037,0.0003147101,0.0015841718,0.00043184805,0.00014636494,0.00012807049],"category_scores_gemma":[0.0010916718,0.00012665823,0.000053115557,0.013912353,0.00020276796,0.0011775029,0.0003735956,0.00017625983,0.00001911087],"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":[0.00001257232,0.000027692722,0.020873206,0.0000071019967,0.0000036715633,0.0000014883093,0.000058376398,3.0192986e-8,0.0023491087,0.007875269,0.0013828704,0.9674086],"study_design_scores_gemma":[0.0009966828,0.0017655811,0.04643281,0.00007230269,0.00001822238,0.00015103407,0.0005877767,0.0026839883,0.27295387,0.11915441,0.5545945,0.00058878126],"about_ca_topic_score_codex":0.00012063168,"about_ca_topic_score_gemma":0.000008865633,"teacher_disagreement_score":0.9668198,"about_ca_system_score_codex":0.00006414079,"about_ca_system_score_gemma":0.000026033353,"threshold_uncertainty_score":0.9994523},"labels":[],"label_agreement":null},{"id":"W2104343207","doi":"10.1140/epjti4","title":"On-chip cavity optomechanical coupling","year":2014,"lang":"en","type":"article","venue":"EPJ Techniques and Instrumentation","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":34,"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 Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; University of Alberta; Alfred P. Sloan Foundation","keywords":"Optomechanics; Chip; Coupling (piping); Resonator; Optical fiber; Optics; Physics; Displacement (psychology); Lab-on-a-chip; Optical cavity; Optoelectronics; Materials science; Laser; Nanotechnology; Microfluidics; Telecommunications; Computer science","score_opus":0.00824096427720905,"score_gpt":0.26661954592145676,"score_spread":0.2583785816442477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104343207","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":[0.94193256,0.0000033159174,0.046247542,0.00019647412,0.000059633698,0.000157166,0.0000055219934,0.000088908615,0.011308859],"genre_scores_gemma":[0.9951269,0.000004773011,0.0044830446,0.00013676425,0.00012666863,0.000028059381,0.000016730219,0.000008644859,0.000068437155],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993956,0.000016219507,0.00014610153,0.0001837456,0.00012210051,0.00013623765],"domain_scores_gemma":[0.99968326,0.000068582405,0.000043708256,0.000097049895,0.00001721604,0.000090199916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015906428,0.00009635824,0.00010955025,0.000029133538,0.000094301686,0.000039421197,0.000058095735,0.000041444815,0.00023321803],"category_scores_gemma":[0.00001090418,0.0000797153,0.000037497768,0.000056147303,0.000023812248,0.00007623239,0.000036163645,0.00012433477,0.000016880542],"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":[0.0000137906445,0.00003965285,0.0007376304,0.000004220518,0.000004967612,1.6866309e-7,0.00001186384,9.4032845e-7,0.0012175238,0.7693497,0.00006937431,0.22855017],"study_design_scores_gemma":[0.0009868325,0.0010041611,0.0012699139,0.00010891283,0.000032290827,0.000002139651,0.000085525935,0.02953464,0.343891,0.6080553,0.014527769,0.00050153764],"about_ca_topic_score_codex":0.00004558469,"about_ca_topic_score_gemma":4.4023867e-7,"teacher_disagreement_score":0.34267348,"about_ca_system_score_codex":0.000012006636,"about_ca_system_score_gemma":0.0000056138897,"threshold_uncertainty_score":0.32506955},"labels":[],"label_agreement":null},{"id":"W2111415391","doi":"10.1140/epjti/s40485-014-0011-5","title":"Characterization of a gold coated cantilever surface for biosensing applications","year":2015,"lang":"en","type":"article","venue":"EPJ Techniques and Instrumentation","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Fonds Québécois de la Recherche sur la Nature et les Technologies; Genome Canada","keywords":"Cantilever; Biosensor; Nanotechnology; Surface stress; Materials science; SIGNAL (programming language); Biological system; Computer science; Biology; Composite material","score_opus":0.02063673671214169,"score_gpt":0.2766041278640323,"score_spread":0.25596739115189066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111415391","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":[0.8892649,0.0000043296245,0.10913928,0.000102263206,0.000020313042,0.00047638157,0.00006113116,0.000032261833,0.00089919154],"genre_scores_gemma":[0.9908596,0.0000051681773,0.008725973,0.000020927973,0.000047359616,0.00004209053,0.00018853667,0.0000064818437,0.00010385062],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996035,0.000009741476,0.00015370306,0.00009901805,0.00006307854,0.00007096331],"domain_scores_gemma":[0.99971485,0.0000147379105,0.000079932106,0.000054932272,0.000083939,0.000051582676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000078330995,0.000056083998,0.000084926585,0.000020465031,0.000026080908,0.000015576072,0.000027074739,0.000026517726,0.00001087317],"category_scores_gemma":[0.0000028778868,0.00005047674,0.0000206991,0.000079135,0.000022025644,0.00009459327,0.000014901874,0.00002682719,8.4999755e-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":[0.000046885427,0.00008596295,0.002994752,0.000032902357,0.000019701143,7.2221596e-8,0.00013168462,5.879026e-7,0.5148034,0.16625719,0.00012805173,0.31549883],"study_design_scores_gemma":[0.00033071975,0.00010119456,0.00024954247,0.000022352202,0.000016831951,3.8391394e-7,0.00009335811,0.0012897317,0.9754082,0.009504008,0.012893534,0.00009014117],"about_ca_topic_score_codex":0.00006463836,"about_ca_topic_score_gemma":6.8083494e-7,"teacher_disagreement_score":0.46060482,"about_ca_system_score_codex":0.000010239342,"about_ca_system_score_gemma":0.000018032282,"threshold_uncertainty_score":0.20583817},"labels":[],"label_agreement":null},{"id":"W2118937443","doi":"10.1140/epjti5","title":"Design strategies for controlling damping in micromechanical and nanomechanical resonators","year":2014,"lang":"en","type":"article","venue":"EPJ Techniques and Instrumentation","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Thermoelastic damping; Nanoelectromechanical systems; Resonator; Dissipation; Nanomechanics; Radiation damping; Magnetic damping; Materials science; Microelectromechanical systems; Viscoelasticity; Vibration; Damping capacity; Damping torque; Physics; Mechanics; Mechanical engineering; Acoustics; Nanotechnology; Optoelectronics; Engineering; Thermal; Composite material","score_opus":0.015900861557088634,"score_gpt":0.2724221231113709,"score_spread":0.25652126155428223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118937443","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":[0.31643328,0.000037783586,0.6822567,0.00026239298,0.000034451426,0.00054385053,0.000005355871,0.000048532682,0.00037763166],"genre_scores_gemma":[0.940461,0.000020740936,0.059183918,0.00010189557,0.0000703675,0.0001285176,0.000010273722,0.000012098317,0.000011229299],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99913347,0.000061449144,0.00026382235,0.00025893233,0.00008116432,0.00020118635],"domain_scores_gemma":[0.99956435,0.00020363017,0.00006189736,0.00006960424,0.000022562766,0.000077984885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044507097,0.00012629297,0.00019868164,0.000060864928,0.00008680479,0.0000898157,0.000057938916,0.00007102196,0.000022680533],"category_scores_gemma":[0.000016613818,0.00011170062,0.000032716052,0.00006837218,0.000032338623,0.0001850342,0.000038093196,0.00011023619,5.9016793e-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":[0.00007803957,0.000031649204,0.00018319151,0.00001757375,0.000007933784,2.553485e-7,0.00005721556,0.0000015034769,0.012889728,0.76476073,0.0000136218805,0.22195858],"study_design_scores_gemma":[0.0016752306,0.0007358331,0.00009881934,0.00012367885,0.000025105997,0.0000025569905,0.0005820218,0.03868335,0.11643724,0.8370958,0.0041960753,0.00034426042],"about_ca_topic_score_codex":0.00005148076,"about_ca_topic_score_gemma":0.0000021670305,"teacher_disagreement_score":0.62402767,"about_ca_system_score_codex":0.00001565004,"about_ca_system_score_gemma":0.000017583905,"threshold_uncertainty_score":0.4555019},"labels":[],"label_agreement":null},{"id":"W2134784362","doi":"10.1140/epjti/s40485-014-0009-z","title":"Real-time gas identification on mobile platforms using a nanomechanical membrane-type surface stress sensor","year":2014,"lang":"en","type":"article","venue":"EPJ Techniques and Instrumentation","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":8,"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":"Japan Science and Technology Agency; Research Foundation for Opto-Science and Technology; TEPCO Memorial Foundation; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Identification (biology); Embedded system; Computer science; Real-time computing; Wireless; Sensor array; Computer hardware; Operating system","score_opus":0.011571958733696788,"score_gpt":0.2724104470645898,"score_spread":0.260838488330893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134784362","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":[0.9942505,0.0000025767756,0.003066421,0.000030731884,0.00006722713,0.0003563919,0.000019924708,0.0001004073,0.0021058265],"genre_scores_gemma":[0.992411,0.000029901657,0.007082545,0.000023358063,0.000113823175,0.00001958903,0.00009061628,0.000018945813,0.00021022752],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990082,0.000033718083,0.0002870666,0.0002872411,0.00019314254,0.00019062945],"domain_scores_gemma":[0.99949336,0.00006062302,0.000121618505,0.00017109518,0.000050223447,0.000103054386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002106848,0.00015133382,0.00017327847,0.000042619366,0.00013697415,0.0000742645,0.00008261724,0.00007504391,0.00027692821],"category_scores_gemma":[0.000008514374,0.0001270179,0.000048729868,0.00012346315,0.000032737153,0.0001866664,0.000040495564,0.00011355052,0.000033543747],"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":[0.0001316325,0.00021473451,0.0010122524,0.000040567524,0.00003348931,9.716721e-7,0.00010924458,0.000061953266,0.69617164,0.15732715,0.000050251394,0.1448461],"study_design_scores_gemma":[0.00033159775,0.00043284008,0.00008539246,0.00007147378,0.000025953163,0.0000017045004,0.00013522925,0.027940344,0.95654076,0.013404001,0.0007994449,0.00023124718],"about_ca_topic_score_codex":0.00011575857,"about_ca_topic_score_gemma":5.2683953e-7,"teacher_disagreement_score":0.26036912,"about_ca_system_score_codex":0.00003398679,"about_ca_system_score_gemma":0.000013338186,"threshold_uncertainty_score":0.517964},"labels":[],"label_agreement":null},{"id":"W2176565820","doi":"10.1140/epjti/s40485-014-0007-1","title":"Photothermal cantilever deflection spectroscopy","year":2014,"lang":"en","type":"article","venue":"EPJ Techniques and Instrumentation","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":21,"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 Alberta; University of Calgary","funders":"Ministry of Education, Science and Technology; National Research Foundation of Korea; Canada Excellence Research Chairs, Government of Canada; National Research Foundation; University of Calgary","keywords":"Cantilever; Deflection (physics); Photothermal therapy; Photothermal spectroscopy; Materials science; Spectroscopy; Adsorption; Force spectroscopy; Wavelength; Molecule; Infrared; Selectivity; Chemistry; Optoelectronics; Optics; Analytical Chemistry (journal); Nanotechnology; Composite material; Physics; Chromatography; Organic chemistry","score_opus":0.004723306255173261,"score_gpt":0.24605735673477025,"score_spread":0.241334050479597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2176565820","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":[0.8933536,0.0000057393477,0.05111904,0.0001096291,0.000065579174,0.00015651708,0.0000034131106,0.0000832118,0.055103257],"genre_scores_gemma":[0.98999083,0.0000073477477,0.009546324,0.0000886997,0.00015461569,0.000024895751,0.000009868444,0.0000075871167,0.00016981311],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995591,0.00001948263,0.00010501254,0.00012905232,0.0000759803,0.000111390524],"domain_scores_gemma":[0.9998274,0.000013012733,0.000036345617,0.000059744296,0.00001300782,0.000050494164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000071955736,0.00007264714,0.00007355609,0.000025918367,0.00007171123,0.000033110264,0.00003223888,0.000026261463,0.0005119429],"category_scores_gemma":[0.0000020104194,0.00006193184,0.000025959196,0.00005177963,0.000021227042,0.00010284932,0.000016376924,0.0000670453,0.000010336503],"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":[0.000025986652,0.000048133123,0.009819773,0.000008780471,0.000012020607,2.1365373e-7,0.00005128669,2.0897022e-7,0.050336845,0.31522775,0.00032962614,0.62413937],"study_design_scores_gemma":[0.0002959681,0.00022322575,0.0020450933,0.000019039333,0.000012687414,0.0000015170664,0.000046113626,0.001423278,0.9182902,0.050107528,0.027381256,0.0001541096],"about_ca_topic_score_codex":0.00023195449,"about_ca_topic_score_gemma":0.0000028092616,"teacher_disagreement_score":0.86795336,"about_ca_system_score_codex":0.000011807622,"about_ca_system_score_gemma":0.00000579434,"threshold_uncertainty_score":0.56054157},"labels":[],"label_agreement":null},{"id":"W3030899225","doi":"10.1140/epjti/s40485-020-0053-9","title":"Optical excitation of atomic force microscopy cantilever for accurate spectroscopic measurements","year":2020,"lang":"en","type":"article","venue":"EPJ Techniques and Instrumentation","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Ministère de l'Éducation, du Loisir et du Sport Québec","keywords":"Cantilever; Laser; Optics; Excitation; Non-contact atomic force microscopy; Interferometry; Materials science; Optical force; Resonance (particle physics); Optoelectronics; Microscopy; Optical tweezers; Physics; Kelvin probe force microscope; Atomic physics","score_opus":0.028866944001048597,"score_gpt":0.3226179118224674,"score_spread":0.2937509678214188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3030899225","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":[0.77689105,0.000022039443,0.21931782,0.00045434554,0.000026600886,0.0010624639,0.00007267263,0.00009607338,0.002056914],"genre_scores_gemma":[0.8988168,0.0000138198475,0.1005126,0.00011065585,0.00008181181,0.00023197701,0.00014643003,0.000018816434,0.00006708968],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991794,0.000012294127,0.00031098785,0.000238926,0.00009726847,0.00016110603],"domain_scores_gemma":[0.99956375,0.00001619327,0.0001750576,0.000105294705,0.000076294986,0.00006340527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000826868,0.00013927552,0.00017570048,0.00004037857,0.00010044303,0.000043099404,0.00009439609,0.0000448467,0.000066568224],"category_scores_gemma":[0.0000033435829,0.00014072539,0.00006243187,0.000111252266,0.00006261963,0.00019907975,0.00003170915,0.00006521418,0.000002372128],"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":[0.0000576915,0.000045147666,0.0070510753,0.00007211065,0.000027837017,4.4837723e-8,0.0002992876,9.767035e-7,0.9472042,0.026343927,0.00089330575,0.018004438],"study_design_scores_gemma":[0.00046022917,0.00025229433,0.0006295791,0.000039646835,0.00003221717,3.6906786e-7,0.000105167564,0.00040149534,0.9895998,0.0068643773,0.0014775405,0.00013724757],"about_ca_topic_score_codex":0.00007038686,"about_ca_topic_score_gemma":9.18635e-7,"teacher_disagreement_score":0.121925734,"about_ca_system_score_codex":0.000027458836,"about_ca_system_score_gemma":0.00003273802,"threshold_uncertainty_score":0.5738615},"labels":[],"label_agreement":null},{"id":"W4237067767","doi":"10.1186/epjti5","title":"Design strategies for controlling damping in micromechanical and nanomechanical resonators","year":2014,"lang":"en","type":"article","venue":"EPJ Techniques and Instrumentation","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Thermoelastic damping; Nanoelectromechanical systems; Resonator; Dissipation; Nanomechanics; Radiation damping; Materials science; Magnetic damping; Microelectromechanical systems; Viscoelasticity; Vibration; Phonon; Damping capacity; Physics; Mechanics; Mechanical engineering; Acoustics; Nanotechnology; Optoelectronics; Thermal; Engineering; Condensed matter physics; Composite material","score_opus":0.015900861557088634,"score_gpt":0.2724221231113709,"score_spread":0.25652126155428223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237067767","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":[0.31643328,0.000037783586,0.6822567,0.00026239298,0.000034451426,0.00054385053,0.000005355871,0.000048532682,0.00037763166],"genre_scores_gemma":[0.940461,0.000020740936,0.059183918,0.00010189557,0.0000703675,0.0001285176,0.000010273722,0.000012098317,0.000011229299],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99913347,0.000061449144,0.00026382235,0.00025893233,0.00008116432,0.00020118635],"domain_scores_gemma":[0.99956435,0.00020363017,0.00006189736,0.00006960424,0.000022562766,0.000077984885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044507097,0.00012629297,0.00019868164,0.000060864928,0.00008680479,0.0000898157,0.000057938916,0.00007102196,0.000022680533],"category_scores_gemma":[0.000016613818,0.00011170062,0.000032716052,0.00006837218,0.000032338623,0.0001850342,0.000038093196,0.00011023619,5.9016793e-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":[0.00007803957,0.000031649204,0.00018319151,0.00001757375,0.000007933784,2.553485e-7,0.00005721556,0.0000015034769,0.012889728,0.76476073,0.0000136218805,0.22195858],"study_design_scores_gemma":[0.0016752306,0.0007358331,0.00009881934,0.00012367885,0.000025105997,0.0000025569905,0.0005820218,0.03868335,0.11643724,0.8370958,0.0041960753,0.00034426042],"about_ca_topic_score_codex":0.00005148076,"about_ca_topic_score_gemma":0.0000021670305,"teacher_disagreement_score":0.62402767,"about_ca_system_score_codex":0.00001565004,"about_ca_system_score_gemma":0.000017583905,"threshold_uncertainty_score":0.4555019},"labels":[],"label_agreement":null},{"id":"W4360826744","doi":"10.1140/epjti/s40485-023-00088-3","title":"Accelerator mass spectrometry: an analytical tool with applications for a sustainable society","year":2023,"lang":"en","type":"review","venue":"EPJ Techniques and Instrumentation","topic":"Nuclear Physics and Applications","field":"Physics and Astronomy","cited_by":4,"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 Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto; Canada Foundation for Innovation","keywords":"Accelerator mass spectrometry; Isotope; Process engineering; Mass spectrometry; Sample (material); Chemistry; Sensitivity (control systems); Computer science; Biochemical engineering; Environmental science; Nanotechnology; Nuclear physics; Materials science; Physics; Engineering; Chromatography","score_opus":0.03426216843758125,"score_gpt":0.357076139984649,"score_spread":0.32281397154706776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360826744","genre_codex":"methods","genre_gemma":"review","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":[0.00085409515,0.2217201,0.7028901,0.00040592998,0.000082274324,0.046344224,0.0029933774,0.0027107515,0.021999171],"genre_scores_gemma":[0.00062478986,0.8229338,0.14201868,0.00005664638,0.0019120841,0.02301378,0.0058479933,0.00035642457,0.003235786],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988854,0.000016939066,0.00031139518,0.00041734945,0.00010965888,0.00025927665],"domain_scores_gemma":[0.99929476,0.00003699067,0.00022536273,0.00028086876,0.00009080375,0.000071189264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012321876,0.00025917415,0.00048000924,0.00008788647,0.00029042352,0.00026680113,0.00015303357,0.0000870065,0.000037024904],"category_scores_gemma":[5.563677e-7,0.00021700602,0.00019505352,0.00050618517,0.00005603645,0.0002758606,0.0000451933,0.00016764714,0.00000791088],"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":[0.0000019670654,0.000053495012,0.0000059876556,0.0010541192,0.000106745785,1.5836329e-7,0.000017345756,5.485853e-8,0.0000032884911,0.31979644,0.00062278163,0.67833763],"study_design_scores_gemma":[0.00015322147,0.00015258431,0.0000023748498,0.000259166,0.00037446685,0.0000011746107,0.0004483824,0.00011928968,0.000055399396,0.019707944,0.9784117,0.00031430437],"about_ca_topic_score_codex":0.0000363563,"about_ca_topic_score_gemma":3.7460563e-7,"teacher_disagreement_score":0.9777889,"about_ca_system_score_codex":0.00007451319,"about_ca_system_score_gemma":0.0001140901,"threshold_uncertainty_score":0.8849249},"labels":[],"label_agreement":null},{"id":"W4414534418","doi":"10.1140/epjti/s40485-025-00118-2","title":"A novel HPGe-BGO pair spectrometer","year":2025,"lang":"en","type":"article","venue":"EPJ Techniques and Instrumentation","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","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":"Universität zu Köln; Technische Universität Darmstadt","keywords":"Spectrometer; Detector; Shield; Semiconductor detector; Gamma ray spectrometer; Positron","score_opus":0.008988807751279877,"score_gpt":0.26021741069731535,"score_spread":0.2512286029460355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414534418","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":[0.96918505,0.000017831057,0.009937132,0.00022447661,0.00006931712,0.00016231177,0.000006438686,0.00008262585,0.02031482],"genre_scores_gemma":[0.98715466,0.000011266703,0.011993705,0.00008204169,0.000057182453,0.00003617327,0.00002089708,0.0000044230133,0.0006396493],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999567,0.0000065402987,0.00012996417,0.0001242513,0.000055020595,0.00011723468],"domain_scores_gemma":[0.9998445,0.000008393415,0.00003695352,0.00007293736,0.000015572,0.00002164937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000689617,0.0000803066,0.00007519568,0.000075144475,0.00008654647,0.00004550522,0.00004588321,0.000020143609,0.00013993225],"category_scores_gemma":[6.913898e-7,0.00007511653,0.000023180239,0.00013986217,0.000023680082,0.0001963392,0.000028986047,0.00005852329,0.0000061000906],"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":[0.000029037203,0.00006980346,0.16246836,0.00002700392,0.000048260532,3.7462985e-7,0.00025586912,1.8931377e-7,0.07008679,0.022071239,0.0011693649,0.7437737],"study_design_scores_gemma":[0.00062286184,0.00007853139,0.035660025,0.000054192235,0.00001694194,0.0000015926901,0.00014468288,0.00050420687,0.9198958,0.0058206874,0.037009142,0.00019131062],"about_ca_topic_score_codex":0.000056444627,"about_ca_topic_score_gemma":0.0000013959044,"teacher_disagreement_score":0.84980905,"about_ca_system_score_codex":0.000017734941,"about_ca_system_score_gemma":0.000016173244,"threshold_uncertainty_score":0.3063163},"labels":[],"label_agreement":null}]}