{"meta":{"query_hash":"73b5fc318297","filters":{"topic":"GaN-based semiconductor devices and materials"},"cohort_total":862,"direct_labels_cover":0,"predictions_cover":862,"exported":862,"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/73b5fc318297","api":"https://metacan.xera.ac/api/v1/cohort?topic=GaN-based+semiconductor+devices+and+materials"},"results":[{"id":"W1029083295","doi":"10.1115/imece2014-39286","title":"Experimental, Numerical and Analytical Investigation of Thermal Resistance in High Brightness LED Arrays","year":2014,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"Université de Sherbrooke","funders":"","keywords":"Thermal resistance; Heat sink; Materials science; Thermocouple; Thermal; Thermography; Junction temperature; Thermal management of high-power LEDs; LED lamp; Finite element method; Mechanical engineering; Light-emitting diode; Spreading resistance profiling; Temperature measurement; Infrared; Optoelectronics; Optics; Composite material; Engineering; Electrical engineering; Structural engineering; Thermodynamics; Physics","score_opus":0.012724356202513972,"score_gpt":0.2449018819198972,"score_spread":0.23217752571738323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1029083295","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":[0.99655277,0.000014669264,0.00061890297,0.00009545077,0.00004835365,0.000068496556,0.00000376167,0.000007664177,0.0025899631],"genre_scores_gemma":[0.9990844,1.3377834e-7,0.0006590376,0.000046885496,0.000067114466,0.0000075167086,0.000012468495,0.0000066306493,0.000115800685],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99942654,0.00005604413,0.00019424102,0.00014580046,0.00006952521,0.000107846514],"domain_scores_gemma":[0.9997296,0.00003908088,0.000060552302,0.000105020656,0.000016393687,0.0000493682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000102154365,0.00008097151,0.00018653186,0.000027108348,0.000019941026,0.00001979715,0.000053620268,0.000022560436,0.00045918365],"category_scores_gemma":[0.000002159097,0.00006493855,0.000021061313,0.000061208375,0.00006086508,0.000078884026,0.00001688321,0.000035020672,0.0000034681123],"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":[0.000027914013,0.0000475802,0.061118294,0.000016491296,0.000011417373,2.1065443e-7,0.00024738204,0.000014026852,0.81698143,0.12138038,0.00007909863,0.00007575142],"study_design_scores_gemma":[0.00075263204,0.000034142453,0.04250625,0.000027201504,0.0000094076995,7.666528e-8,0.00018212346,0.00042838627,0.95170546,0.004026312,0.00019528686,0.00013273444],"about_ca_topic_score_codex":0.00044039707,"about_ca_topic_score_gemma":0.000007272972,"teacher_disagreement_score":0.13472399,"about_ca_system_score_codex":0.000006317958,"about_ca_system_score_gemma":0.000012345867,"threshold_uncertainty_score":0.5027739},"labels":[],"label_agreement":null},{"id":"W1157124044","doi":"10.1063/1.4923246","title":"High efficiency, full-color AlInGaN quaternary nanowire light emitting diodes with spontaneous core-shell structures on Si","year":2015,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":50,"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","keywords":"Nanowire; Materials science; Optoelectronics; Light-emitting diode; Diode; Heterojunction; Core (optical fiber); Substrate (aquarium); Epitaxy; Shell (structure); Wavelength; Nanotechnology; Layer (electronics); Composite material","score_opus":0.014279603905042682,"score_gpt":0.21990951739097014,"score_spread":0.20562991348592746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1157124044","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":[0.99704844,0.000007978521,0.00045333052,0.0002425424,0.00046301747,0.0004183454,0.00006961307,0.000095388255,0.0012013742],"genre_scores_gemma":[0.9961653,2.7203095e-7,0.00075352873,0.0014120981,0.0013011401,0.000052238145,0.00019247337,0.00007978046,0.000043211632],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981288,0.00003376082,0.00032434566,0.00057322637,0.00039484526,0.0005450327],"domain_scores_gemma":[0.9989286,0.00007077029,0.00029296702,0.00046640716,0.000053701464,0.00018755218],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001264965,0.00046195448,0.00046932706,0.00004541353,0.00018715845,0.0001526338,0.00036801866,0.000058078906,0.000046971494],"category_scores_gemma":[0.0000017545589,0.00036415918,0.00008329848,0.00015644888,0.00009296375,0.00009295812,0.00006942697,0.00023084259,0.00008845604],"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":[0.00028179534,0.00011706228,0.00045835643,0.000028395003,0.00011886942,0.0000635812,0.00097428885,0.007837677,0.9715645,0.01656874,0.00095841003,0.0010283773],"study_design_scores_gemma":[0.0025670973,0.0004691969,0.0001268989,0.000113683214,0.00018786435,0.000024025141,0.001165755,0.00029108833,0.9880555,0.0033044592,0.0023955822,0.0012988186],"about_ca_topic_score_codex":0.00031177708,"about_ca_topic_score_gemma":0.0000043844493,"teacher_disagreement_score":0.016491085,"about_ca_system_score_codex":0.000060069786,"about_ca_system_score_gemma":0.000063488835,"threshold_uncertainty_score":0.999881},"labels":[],"label_agreement":null},{"id":"W1430316774","doi":"10.1021/acs.jpclett.5b00909","title":"Ultrafast Exciton Dynamics in InGaN/GaN and Rh/Cr<sub>2</sub>O<sub>3</sub> Nanoparticle-Decorated InGaN/GaN Nanowires","year":2015,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":59,"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":"Basic Energy Sciences; Natural Sciences and Engineering Research Council of Canada","keywords":"Nanowire; Materials science; Exciton; Ultrashort pulse; Optoelectronics; Gallium nitride; Nanoparticle; Nanotechnology; Condensed matter physics; Optics; Physics; Laser; Layer (electronics)","score_opus":0.009926696049775008,"score_gpt":0.21799208357289632,"score_spread":0.20806538752312131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1430316774","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":[0.99847347,0.000028380256,0.000045590787,0.001027635,0.00016813888,0.00012946744,0.000031911164,0.000022475291,0.00007294808],"genre_scores_gemma":[0.9986508,0.000007244759,0.0000092121645,0.00022039507,0.0010333275,0.000005406902,0.000020300804,0.000050513747,0.000002797038],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980342,0.00015975923,0.0006454803,0.0002625145,0.000395606,0.0005024849],"domain_scores_gemma":[0.9984443,0.0001835585,0.00060414325,0.0002989741,0.00015344212,0.00031557016],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00053951365,0.00037759807,0.0005830836,0.00005369525,0.00011652135,0.00014768935,0.00040908213,0.00007510093,0.0000058291175],"category_scores_gemma":[0.000039711525,0.00029037351,0.00016100437,0.000273332,0.00022304336,0.00033131786,0.00006961906,0.0005797773,0.000009766861],"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":[0.0001380186,0.00020800362,0.0024967236,0.00005806159,0.00009134822,0.000018708088,0.0009544347,0.00075694337,0.99439955,0.000022786558,0.00020390385,0.0006515493],"study_design_scores_gemma":[0.0012649286,0.00007153274,0.00059478794,0.00016261112,0.0001060835,0.000026259904,0.0011386938,0.0009957233,0.9948335,0.0004453153,0.000034636905,0.00032590708],"about_ca_topic_score_codex":0.0000586566,"about_ca_topic_score_gemma":0.000008184315,"teacher_disagreement_score":0.0019019357,"about_ca_system_score_codex":0.00016631668,"about_ca_system_score_gemma":0.000121517754,"threshold_uncertainty_score":0.9999548},"labels":[],"label_agreement":null},{"id":"W1454851216","doi":"10.1021/acs.nanolett.5b01628","title":"Atomic Ordering in InGaN Alloys within Nanowire Heterostructures","year":2015,"lang":"en","type":"article","venue":"Nano Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McGill University; Brockhouse Institute for Materials Research","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wurtzite crystal structure; Heterojunction; Materials science; Ternary operation; Nanowire; Superlattice; Nitride; Optoelectronics; Diffraction; Electron diffraction; Misorientation; Scanning transmission electron microscopy; Transmission electron microscopy; Crystallography; Nanotechnology; Optics; Zinc; Chemistry; Microstructure","score_opus":0.016359966773837886,"score_gpt":0.2377656869735972,"score_spread":0.22140572019975932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1454851216","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":[0.99836415,0.000023115914,0.000038107988,0.00032092052,0.0008016902,0.00013366262,0.000013895372,0.00003649024,0.0002679708],"genre_scores_gemma":[0.9981509,2.4515464e-7,0.00037035407,0.0011186779,0.00024762846,0.00001440598,0.00002852491,0.000026903275,0.00004236974],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99904454,0.000050388167,0.00025257186,0.000241126,0.00013104617,0.00028030592],"domain_scores_gemma":[0.99957013,0.000014364239,0.000100402984,0.00020296288,0.000019588497,0.000092548406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015528075,0.00017276357,0.00021493039,0.0000761243,0.000039662213,0.00008340502,0.00018025844,0.000039621682,0.000092004775],"category_scores_gemma":[0.000004883725,0.00015714059,0.000050091734,0.000101676684,0.000033398734,0.0001534619,0.000049699924,0.00009402939,0.00003697438],"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":[0.000013622434,0.000012654541,0.041559875,0.000010432369,0.000016388032,0.0000050220506,0.0010074963,0.00030844237,0.955398,0.00029806577,0.0011034517,0.0002665411],"study_design_scores_gemma":[0.0029373355,0.000061344625,0.005119636,0.00014047597,0.000027942307,0.0000058979977,0.001201203,0.0001004713,0.9762066,0.0016997796,0.011691087,0.00080822094],"about_ca_topic_score_codex":0.0009849356,"about_ca_topic_score_gemma":0.00004822637,"teacher_disagreement_score":0.03644024,"about_ca_system_score_codex":0.00004413824,"about_ca_system_score_gemma":0.00004477518,"threshold_uncertainty_score":0.6408007},"labels":[],"label_agreement":null},{"id":"W1493090307","doi":"10.1109/mwscas.2003.1562539","title":"A large-signal neural network model for the dual gate MESFET","year":2006,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Nortel (Canada); University of Ottawa","funders":"","keywords":"MESFET; Artificial neural network; Computer science; SIGNAL (programming language); Channel (broadcasting); Perceptron; Electronic engineering; Dual (grammatical number); Multilayer perceptron; Artificial intelligence; Engineering; Electrical engineering; Transistor; Voltage; Field-effect transistor; Telecommunications","score_opus":0.018434848626259506,"score_gpt":0.24361326956023804,"score_spread":0.22517842093397855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1493090307","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":[0.78481835,0.00013165618,0.20625989,0.0007237015,0.0005885713,0.00073698134,0.0003894857,0.00008413199,0.0062672226],"genre_scores_gemma":[0.99376106,3.8477543e-7,0.0005516481,0.00033552982,0.0015015679,0.00007201439,0.00010301704,0.00001852772,0.0036562458],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991995,0.000017316406,0.00018420084,0.00016113564,0.00007643879,0.0003614028],"domain_scores_gemma":[0.9996358,0.00007581377,0.000062425795,0.0001554059,0.000037020607,0.000033515436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001643871,0.00012887896,0.00014083656,0.000008911248,0.0001909431,0.00009008777,0.00011463062,0.000023491975,0.000884979],"category_scores_gemma":[4.4426983e-7,0.00007964294,0.000117129726,0.000042664593,0.000017665448,0.00007201009,0.000033295473,0.000050555434,0.000015596417],"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":[0.00007744758,0.00013641943,0.002434566,0.00001808612,0.000111766305,7.73707e-7,0.00015464272,0.53245735,0.013847627,0.3210316,0.12879108,0.00093865267],"study_design_scores_gemma":[0.00082020275,0.000023961895,0.00017979367,0.000005136555,0.00006301406,4.4813086e-7,0.00012484977,0.9509599,0.0028372826,0.029057225,0.015729923,0.0001982588],"about_ca_topic_score_codex":0.00030098212,"about_ca_topic_score_gemma":0.00004757478,"teacher_disagreement_score":0.41850257,"about_ca_system_score_codex":0.0000044119956,"about_ca_system_score_gemma":0.0000253034,"threshold_uncertainty_score":0.9689899},"labels":[],"label_agreement":null},{"id":"W1510860977","doi":"","title":"High power GaN monolithically integrated RF MEMS switches","year":2013,"lang":"en","type":"article","venue":"European Microwave Conference","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"CMC Microsystems (Canada); University of Waterloo","funders":"","keywords":"Monolithic microwave integrated circuit; Insertion loss; Microelectromechanical systems; Amplifier; Materials science; Power (physics); Optoelectronics; Electrical engineering; Gallium nitride; Electronic engineering; Engineering; Physics; CMOS","score_opus":0.016883900020277055,"score_gpt":0.2157781341668847,"score_spread":0.19889423414660765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1510860977","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":[0.9468556,0.000030986306,0.0024798668,0.0002968251,0.00039472294,0.00026135767,0.000055348002,0.000092619724,0.04953264],"genre_scores_gemma":[0.9967692,0.0000034435736,0.00044483968,0.0003976151,0.000209181,0.0000132205305,0.00011858455,0.000054627046,0.0019893055],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99854934,0.00008920875,0.00040318686,0.00042752764,0.00011862002,0.00041213032],"domain_scores_gemma":[0.9988752,0.00003610378,0.0001770932,0.0004328333,0.0002954937,0.00018326497],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019724562,0.00030954048,0.00030408983,0.00005282136,0.00009289048,0.00040452104,0.00044974207,0.000041471034,0.010267806],"category_scores_gemma":[0.000012942513,0.00025468756,0.000095405456,0.00010106127,0.000097422715,0.00019982716,0.000101206744,0.0002574304,0.004183526],"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":[0.0000062349045,0.000052504223,0.0012814688,0.000007862853,0.00004656028,0.0000037181808,0.00033614953,0.0000014512556,0.98624605,0.0038098872,0.0034877413,0.0047203875],"study_design_scores_gemma":[0.0008505159,0.00012925522,0.020069344,0.00014928842,0.000042623276,0.0000030847634,0.0012043775,0.000019809522,0.94739336,0.0058450447,0.02347954,0.00081376365],"about_ca_topic_score_codex":0.00097108126,"about_ca_topic_score_gemma":0.000007063027,"teacher_disagreement_score":0.04991355,"about_ca_system_score_codex":0.00001614714,"about_ca_system_score_gemma":0.000080557744,"threshold_uncertainty_score":0.9999905},"labels":[],"label_agreement":null},{"id":"W1523696453","doi":"10.1002/pssb.201570329","title":"Extending group‐III nitrides to the infrared: Recent advances in InN (Phys. Status Solidi B 5/2015)","year":2015,"lang":"en","type":"article","venue":"physica status solidi (b)","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"","keywords":"Nanowire; Materials science; Optoelectronics; Fermi level; Scanning electron microscope; Nitride; Nanotechnology; Electron; Physics; Layer (electronics); Composite material","score_opus":0.0253739158955762,"score_gpt":0.2989100634715797,"score_spread":0.27353614757600353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1523696453","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":[0.9826335,0.002704195,0.00042925606,0.0010064779,0.0015756035,0.0010899658,0.00048801705,0.00012147866,0.0099515505],"genre_scores_gemma":[0.9967792,0.00058838946,0.000326881,0.0006922748,0.00093005074,0.00023850871,0.00021871626,0.00007121811,0.00015478586],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99688214,0.00017499985,0.00057765056,0.0006137868,0.0004114707,0.0013399489],"domain_scores_gemma":[0.99817675,0.00014241888,0.00029476467,0.00065493735,0.00020740656,0.00052371586],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003684064,0.00045844007,0.0005989886,0.00014290464,0.00021692754,0.00024125178,0.00043371916,0.000047196216,0.00018393771],"category_scores_gemma":[0.000039736617,0.000356555,0.00013240601,0.0006319057,0.00008303918,0.0007351242,0.00025083518,0.00031402748,0.00022224942],"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":[0.00214411,0.0043887454,0.045967333,0.00037459898,0.0007846173,0.000054736378,0.040822,0.012298423,0.2698807,0.08748739,0.20167641,0.33412093],"study_design_scores_gemma":[0.0017212867,0.00021045214,0.0012158664,0.00010535954,0.000046174155,7.9427303e-7,0.005298828,0.00018302759,0.019873204,0.020198634,0.9504425,0.0007038887],"about_ca_topic_score_codex":0.0016019526,"about_ca_topic_score_gemma":0.00015428018,"teacher_disagreement_score":0.74876606,"about_ca_system_score_codex":0.00017961739,"about_ca_system_score_gemma":0.00025540317,"threshold_uncertainty_score":0.99988866},"labels":[],"label_agreement":null},{"id":"W1531743736","doi":"","title":"Current density dependence of minimum noise figure for gallium nitride HEMTs","year":2010,"lang":"en","type":"article","venue":"European Microwave Integrated Circuits Conference","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Communications Research Centre Canada; Université de Moncton","funders":"","keywords":"Gallium nitride; Noise figure; Transistor; Noise (video); Optoelectronics; Materials science; Fabrication; Electronic engineering; Electrical engineering; CMOS; Nanotechnology; Computer science; Engineering","score_opus":0.025531655734439686,"score_gpt":0.25341911925311833,"score_spread":0.22788746351867864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1531743736","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":[0.9789333,0.00007530827,0.012455493,0.00003539015,0.0012503677,0.0004912258,0.00048387877,0.000054765904,0.00622032],"genre_scores_gemma":[0.99854654,0.0000074808486,0.00035792612,0.000049470964,0.00033745499,0.000017012966,0.00029665028,0.000052377236,0.00033505668],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99809766,0.00014112555,0.0005972425,0.00054625986,0.00016875971,0.00044896198],"domain_scores_gemma":[0.997921,0.00011340993,0.00041609118,0.0005230316,0.000842171,0.00018431614],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004043048,0.0003700558,0.00043629567,0.000096066804,0.000107704895,0.0001375269,0.0006286046,0.00006395199,0.0009929502],"category_scores_gemma":[0.000072600276,0.00033260844,0.00019223453,0.00015675706,0.00014425434,0.00014680161,0.00007357211,0.0004916372,0.00014596086],"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":[0.000021711361,0.00012255968,0.0042514107,0.000067202054,0.000044956563,0.0000035262478,0.00023749762,0.0000011949885,0.9696296,0.0042956932,0.000980686,0.020343967],"study_design_scores_gemma":[0.00072792405,0.000070279144,0.0028880306,0.00020702668,0.00007462559,0.0000044159806,0.00022780879,0.00006605223,0.9845282,0.001344115,0.009437249,0.00042427253],"about_ca_topic_score_codex":0.00017222734,"about_ca_topic_score_gemma":0.00006550262,"teacher_disagreement_score":0.019919693,"about_ca_system_score_codex":0.0000143975085,"about_ca_system_score_gemma":0.00026681993,"threshold_uncertainty_score":0.99992025},"labels":[],"label_agreement":null},{"id":"W1538768900","doi":"10.1063/1.4921626","title":"Optical and electrical properties of Mg-doped AlN nanowires grown by molecular beam epitaxy","year":2015,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":55,"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":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Molecular beam epitaxy; Materials science; Doping; Nanowire; Activation energy; Acceptor; Atmospheric temperature range; Thermal conduction; Optoelectronics; Epitaxy; Ionization; Analytical Chemistry (journal); Condensed matter physics; Nanotechnology; Chemistry; Physical chemistry; Ion","score_opus":0.013079939840752331,"score_gpt":0.20656051304762393,"score_spread":0.1934805732068716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1538768900","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":[0.99745286,0.00009419798,0.00097620627,0.0002295267,0.000066439745,0.00025669124,0.000024161502,0.000025058078,0.0008748853],"genre_scores_gemma":[0.9987581,0.0000013313193,0.00028514123,0.00062946713,0.00017753431,0.000050973744,0.00004964731,0.000032359694,0.000015458229],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989228,0.000024855111,0.00024478286,0.00028899242,0.00021379777,0.00030476166],"domain_scores_gemma":[0.9994699,0.000023502842,0.000109473105,0.00021783797,0.000040834053,0.00013848426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000094554016,0.00021677552,0.00033496064,0.000022700475,0.000042190524,0.000053755197,0.0001578672,0.00003822276,0.0000125992165],"category_scores_gemma":[0.000002447311,0.00018700155,0.00006283077,0.00010233626,0.00013994325,0.00008837672,0.000066026885,0.00011297584,0.000015334183],"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":[0.000035394823,0.0000922476,0.00029476054,0.000021236956,0.00007754134,7.592034e-7,0.0001854213,0.00004010588,0.9806218,0.014688897,0.00282876,0.0011130628],"study_design_scores_gemma":[0.00066036003,0.000038705377,0.000032291802,0.000013054328,0.000052999112,3.5185738e-7,0.00009070724,0.000024148578,0.997119,0.0009972423,0.0007356714,0.00023543283],"about_ca_topic_score_codex":0.00014575821,"about_ca_topic_score_gemma":1.4856987e-7,"teacher_disagreement_score":0.016497223,"about_ca_system_score_codex":0.000015024679,"about_ca_system_score_gemma":0.000038366627,"threshold_uncertainty_score":0.7625702},"labels":[],"label_agreement":null},{"id":"W1540256684","doi":"10.1063/1.4927602","title":"An electrically injected AlGaN nanowire laser operating in the ultraviolet-C band","year":2015,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McGill University","funders":"","keywords":"Nanowire; Materials science; Optoelectronics; Molecular beam epitaxy; Heterojunction; Wide-bandgap semiconductor; Substrate (aquarium); Laser; Ultraviolet; Epitaxy; Nanotechnology; Optics; Layer (electronics); Physics","score_opus":0.01413358827699581,"score_gpt":0.23770193595587763,"score_spread":0.2235683476788818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1540256684","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":[0.99634546,0.00000399466,0.00050080754,0.00025363258,0.00009479724,0.00033762562,0.000018272336,0.000033569166,0.0024118605],"genre_scores_gemma":[0.99558693,1.947356e-7,0.00020625914,0.0033100604,0.0005690573,0.00008885687,0.00020061848,0.00003130027,0.0000067020187],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99876684,0.00010058333,0.00024530065,0.00030804772,0.0002151806,0.00036406252],"domain_scores_gemma":[0.99936235,0.000058269656,0.000094687624,0.0003591031,0.000034494762,0.00009111892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002529374,0.0002212835,0.0002287347,0.000029657353,0.00009741258,0.00018209689,0.00036461285,0.00003581629,0.00002885201],"category_scores_gemma":[0.0000019273193,0.00016745963,0.0000486013,0.0002762866,0.00004047486,0.00014975628,0.000015383586,0.0002196303,0.000038199316],"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":[0.00000875772,0.00012905127,0.0034193436,0.000004533943,0.000020626636,0.0000020057605,0.0015518792,0.0008312867,0.98770005,0.0036365811,0.0012158545,0.0014800358],"study_design_scores_gemma":[0.0028685115,0.0001345055,0.005840597,0.000031505606,0.00007366866,0.0000013723962,0.002965632,0.00025428127,0.9823448,0.0028405376,0.001701783,0.0009427937],"about_ca_topic_score_codex":0.00039352517,"about_ca_topic_score_gemma":0.000005043801,"teacher_disagreement_score":0.005355232,"about_ca_system_score_codex":0.000024109158,"about_ca_system_score_gemma":0.000057801375,"threshold_uncertainty_score":0.6828806},"labels":[],"label_agreement":null},{"id":"W1546912148","doi":"","title":"High-power broadband GaN HEMT SPST/SPDT switches based on resonance inductors and shunt-stacked transistors","year":2012,"lang":"en","type":"article","venue":"European Microwave Integrated Circuit Conference","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Canadian Space Agency; University of Ottawa; Carleton University; Communications Research Centre Canada","funders":"","keywords":"Insertion loss; Inductor; Materials science; High-electron-mobility transistor; Transistor; Shunt (medical); Optoelectronics; Broadband; Electrical engineering; Power (physics); Computer science; Engineering; Telecommunications; Voltage; Physics","score_opus":0.02347780176562564,"score_gpt":0.2192601685957535,"score_spread":0.19578236683012787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1546912148","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":[0.9731986,0.0002687966,0.0013435783,0.00009345253,0.00076803187,0.00032615077,0.00027221392,0.00010775538,0.0236214],"genre_scores_gemma":[0.9983105,0.000010916383,0.00011379041,0.0004371982,0.00031115336,0.0000134289485,0.00020862126,0.000104301624,0.00049006246],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974529,0.000343419,0.00055901025,0.00065949577,0.00023717432,0.0007479692],"domain_scores_gemma":[0.99852383,0.00009531497,0.00026144585,0.00055664143,0.000206441,0.0003563032],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004939949,0.0005885878,0.0005287257,0.00015871858,0.00018899629,0.000254035,0.00039407844,0.000093357616,0.0019544803],"category_scores_gemma":[0.000026957192,0.00051227846,0.00013078537,0.0002394265,0.00022423234,0.00033534202,0.000029512043,0.0004930369,0.0002613749],"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":[0.00008455351,0.0002866681,0.0146925,0.000041722684,0.000083298284,0.000010909678,0.0019864065,0.000006180695,0.96154034,0.009773344,0.0011808502,0.010313239],"study_design_scores_gemma":[0.0025897252,0.00033826195,0.045112178,0.0006593959,0.00015531982,0.000007673318,0.0018764413,0.000032978915,0.8939145,0.0005470078,0.053136032,0.0016304381],"about_ca_topic_score_codex":0.0003934437,"about_ca_topic_score_gemma":0.000015386944,"teacher_disagreement_score":0.067625776,"about_ca_system_score_codex":0.00006495301,"about_ca_system_score_gemma":0.00014916777,"threshold_uncertainty_score":0.99973285},"labels":[],"label_agreement":null},{"id":"W1551923605","doi":"10.1088/0268-1242/30/8/085001","title":"Hourglass-graded heterostructures as a possible route towards extremely efficient light emitting diodes","year":2015,"lang":"en","type":"article","venue":"Semiconductor Science and Technology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hourglass; Light-emitting diode; Optoelectronics; Diode; Heterojunction; Materials science; Band gap; Double heterostructure; Doping; Auger effect; Quantum efficiency; Auger; Physics; Semiconductor laser theory","score_opus":0.02099419787426054,"score_gpt":0.2673020847073283,"score_spread":0.24630788683306776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1551923605","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":[0.99576676,0.00042954413,0.000011938287,0.0007962953,0.0008390471,0.00025390042,0.000033472763,0.00017782416,0.0016912102],"genre_scores_gemma":[0.9989735,0.0000047400536,0.00047495414,0.00012555561,0.00018818263,0.000027606244,0.000009577178,0.000022598173,0.00017329806],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997682,0.00002802335,0.00035780043,0.0007514388,0.00044524187,0.00073551235],"domain_scores_gemma":[0.9985792,0.000017712258,0.00021463777,0.000505826,0.00039127868,0.0002913537],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046189968,0.0003115572,0.0003936998,0.0004755014,0.00034578552,0.0003064875,0.00069813454,0.00014229277,0.00008632694],"category_scores_gemma":[0.00012490139,0.00025048573,0.0000535027,0.0010864966,0.0007931976,0.00035475078,0.00036536998,0.0002497572,0.000032312935],"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":[0.000008026553,0.000036437013,0.013997123,0.000009689274,0.000019074474,0.000005323758,0.00051077036,0.0000046479613,0.9720158,0.008467028,0.00020226835,0.004723814],"study_design_scores_gemma":[0.000665068,0.0001456666,0.00049477734,0.00004491499,0.000027890586,0.000041019615,0.0029183107,0.00013468966,0.9778513,0.014108378,0.0031777592,0.00039025897],"about_ca_topic_score_codex":0.0004266308,"about_ca_topic_score_gemma":0.0000060590683,"teacher_disagreement_score":0.013502345,"about_ca_system_score_codex":0.000084055646,"about_ca_system_score_gemma":0.0006186883,"threshold_uncertainty_score":0.99999475},"labels":[],"label_agreement":null},{"id":"W1553346506","doi":"10.1002/lpor.201400138","title":"InGaN/GaN dot‐in‐a‐wire: ultimate terahertz nanostructure","year":2015,"lang":"en","type":"article","venue":"Laser & Photonics Review","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"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":"Terahertz radiation; Quantum dot; Optoelectronics; Nanowire; Materials science; Photoluminescence; Nanostructure; Quantum wire; Dipole; Quantum; Nanotechnology; Physics","score_opus":0.02262339084354497,"score_gpt":0.2805614930296714,"score_spread":0.25793810218612645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1553346506","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":[0.9576257,0.02874675,0.000008876079,0.0005403386,0.0010833406,0.0011905747,0.00020160658,0.000083666986,0.010519135],"genre_scores_gemma":[0.9928567,0.0029180623,0.00058203255,0.0024704842,0.00016963934,0.00011865097,0.00028028156,0.000065354005,0.00053884],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.998332,0.00011133386,0.00053357956,0.00038639235,0.00021672505,0.00041997508],"domain_scores_gemma":[0.99890566,0.000027902337,0.00022261942,0.0005312554,0.00010059082,0.00021198485],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004081079,0.0003131641,0.00063872983,0.000042571606,0.00004935256,0.00008466815,0.00033156268,0.00006596894,0.0013443959],"category_scores_gemma":[0.000017656323,0.0002535374,0.00015666817,0.00025410016,0.000029974766,0.00018434656,0.00006481143,0.00021522562,0.00026186233],"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":[0.0004048603,0.0026448267,0.12342376,0.03000072,0.0015058031,0.00048664553,0.007355495,0.0007153646,0.30598137,0.02437388,0.26104736,0.24205992],"study_design_scores_gemma":[0.0012114783,0.000055560842,0.0002613104,0.002842852,0.00013141654,0.000009053772,0.00009866268,0.00011160708,0.05706398,0.0024359757,0.93513066,0.0006474231],"about_ca_topic_score_codex":0.00044428653,"about_ca_topic_score_gemma":0.000035414232,"teacher_disagreement_score":0.6740833,"about_ca_system_score_codex":0.00005067061,"about_ca_system_score_gemma":0.00014989261,"threshold_uncertainty_score":0.9999917},"labels":[],"label_agreement":null},{"id":"W1577832015","doi":"10.12693/aphyspola.101.781","title":"Lattice Parameters of Aluminium Nitride in the Range 10-291 K","year":2002,"lang":"en","type":"article","venue":"Acta Physica Polonica A","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Eagle Ridge Hospital","funders":"","keywords":"Materials science; Nitride; Aluminium; Aluminium nitride; Range (aeronautics); Composite material","score_opus":0.02950449888204746,"score_gpt":0.2556556636380159,"score_spread":0.22615116475596844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1577832015","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":[0.99048096,0.000048233796,5.4540754e-7,0.0031624378,0.00008131643,0.00022024733,0.000058493766,0.000012657495,0.005935135],"genre_scores_gemma":[0.9992486,0.000005991395,0.00007572033,0.00024177764,0.00016442312,0.000040675644,0.00001723362,0.000017158505,0.00018839924],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99892926,0.00012549794,0.0002791207,0.00021138141,0.00015719779,0.00029754837],"domain_scores_gemma":[0.9988998,0.000376204,0.00018099077,0.00047374744,0.000027550801,0.000041718497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001588962,0.00016159464,0.00029487017,0.000042027485,0.00004679848,0.00003562957,0.00040866085,0.000034007495,0.00083307124],"category_scores_gemma":[0.000014224253,0.000119108256,0.00013764502,0.0002024185,0.00009520038,0.0001275183,0.000041821288,0.00013309425,0.00010916266],"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":[0.00027989058,0.0048755156,0.026833877,0.00028297066,0.0007546216,0.000021241824,0.016001087,0.000040667805,0.62942,0.024930676,0.2933498,0.0032096775],"study_design_scores_gemma":[0.012492008,0.0015009432,0.05241215,0.00060741097,0.0010623141,0.00001101,0.008284242,0.0015373529,0.5394446,0.008095994,0.37138778,0.0031641675],"about_ca_topic_score_codex":0.0006963513,"about_ca_topic_score_gemma":0.0000075619005,"teacher_disagreement_score":0.08997535,"about_ca_system_score_codex":0.00000972565,"about_ca_system_score_gemma":0.000017191642,"threshold_uncertainty_score":0.9121546},"labels":[],"label_agreement":null},{"id":"W1592357988","doi":"10.1109/elnano.2015.7146887","title":"Controlling susceptibilities of quantum dots influenced by electromechanical effects","year":2015,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Wilfrid Laurier University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wurtzite crystal structure; Quantum dot; Hamiltonian (control theory); Dipole; Wave function; Condensed matter physics; Quantum; Band gap; Physics; Effective mass (spring–mass system); Density matrix; Materials science; Quantum mechanics; Mathematics; Diffraction","score_opus":0.012118217154474748,"score_gpt":0.2506626958497565,"score_spread":0.23854447869528173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1592357988","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":[0.9955357,0.00008303246,0.0026158167,0.00003132413,0.00020020427,0.00020371871,0.000025095642,0.00003268277,0.0012724284],"genre_scores_gemma":[0.9993807,5.963819e-7,0.00014157023,0.00006284724,0.00009616344,0.000016420268,0.000026373787,0.000012499408,0.00026280235],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991127,0.000060290906,0.00026949216,0.0001748669,0.00013996838,0.0002426572],"domain_scores_gemma":[0.99939126,0.00011011571,0.00010614539,0.00017713042,0.00010049575,0.00011485617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021838318,0.00013109995,0.00031844454,0.000027067304,0.000023542276,0.000030051397,0.00012426666,0.00003833586,0.00029040148],"category_scores_gemma":[0.000019676181,0.00010407395,0.00007292256,0.000059653754,0.00003315576,0.000103868275,0.000024829793,0.000060856408,0.000024978546],"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":[0.000038495084,0.00006118986,0.0016413501,0.00002737586,0.00003982736,2.2934219e-7,0.000105528496,0.000011791934,0.9618538,0.034795187,0.0012267105,0.00019851327],"study_design_scores_gemma":[0.0014444812,0.0003236721,0.000042629694,0.000023527107,0.000028862683,2.2358995e-7,0.00044205162,0.00045868556,0.9801172,0.016074205,0.0008788236,0.00016565951],"about_ca_topic_score_codex":0.00082577195,"about_ca_topic_score_gemma":0.0000023597838,"teacher_disagreement_score":0.018720983,"about_ca_system_score_codex":0.000013754408,"about_ca_system_score_gemma":0.00006154478,"threshold_uncertainty_score":0.42440128},"labels":[],"label_agreement":null},{"id":"W1601825554","doi":"10.1063/1.4921289","title":"Core structures analyses of (a+c)-edge dislocations in wurtzite GaN through atomistic simulations and Peierls–Nabarro model","year":2015,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":15,"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":"Wurtzite crystal structure; Slip (aerodynamics); Materials science; Condensed matter physics; Stacking-fault energy; Partial dislocations; Stacking fault; Molecular dynamics; Peierls stress; Core (optical fiber); Stacking; Crystallography; Dislocation; Physics; Dislocation creep; Composite material; Chemistry; Thermodynamics; Metallurgy; Zinc","score_opus":0.1086735873546715,"score_gpt":0.35284266355451627,"score_spread":0.24416907619984476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1601825554","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":[0.99001855,0.000044065844,0.00862802,0.0000113814785,0.00007182084,0.00011397965,0.00010983054,0.000003346122,0.0009990047],"genre_scores_gemma":[0.99768156,0.0000029006585,0.001984764,0.000022746139,0.0002486965,0.0000026407565,0.000031996966,0.000014898734,0.0000098185965],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99912244,0.000013974106,0.00045634055,0.00010885379,0.00016994243,0.00012842112],"domain_scores_gemma":[0.9990426,0.00006385491,0.00047732788,0.00014947478,0.00018191036,0.00008485883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008554532,0.00013724633,0.00036145607,0.00005185788,0.000040132574,0.00003164076,0.000120108394,0.00003124356,0.000018692383],"category_scores_gemma":[0.0000055704036,0.000114860806,0.00006889103,0.00016579554,0.00006423864,0.00016550644,0.000022966398,0.00012740864,7.5767514e-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":[0.00006784681,0.0001419708,0.0029976997,0.00003912575,0.00011832652,6.2438255e-7,0.0027193674,0.7644026,0.17000532,0.05896996,0.00018623164,0.00035091443],"study_design_scores_gemma":[0.0024011403,0.00007855376,0.0018950349,0.000070345224,0.00037160917,0.0000017553573,0.0023085342,0.10376987,0.09810373,0.79050463,0.00015974516,0.00033504303],"about_ca_topic_score_codex":0.00006170734,"about_ca_topic_score_gemma":0.000003992295,"teacher_disagreement_score":0.73153466,"about_ca_system_score_codex":0.000021823298,"about_ca_system_score_gemma":0.00016336012,"threshold_uncertainty_score":0.46838877},"labels":[],"label_agreement":null},{"id":"W1616358196","doi":"10.1063/1.4927826","title":"Attribution of the 3.45 eV GaN nanowires luminescence to inversion domain boundaries","year":2015,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":55,"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":"Indigenous and Northern Affairs Canada; Centre National de la Recherche Scientifique; Agence Nationale de la Recherche","keywords":"Nanowire; Luminescence; Materials science; Molecular beam epitaxy; Transmission electron microscopy; Optoelectronics; Photoluminescence; Epitaxy; Nanotechnology; Layer (electronics)","score_opus":0.016561710448817633,"score_gpt":0.22588379252266966,"score_spread":0.20932208207385203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1616358196","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":[0.9951179,0.000003464903,0.0026907502,0.00088607444,0.0004499895,0.00029713326,0.000057167443,0.000018251452,0.00047926154],"genre_scores_gemma":[0.9981237,9.364995e-8,0.00022711064,0.001172618,0.00036140348,0.000027093987,0.000051164505,0.000015838734,0.000020955167],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999106,0.00003486555,0.00019207846,0.0002079912,0.00023400589,0.00022505483],"domain_scores_gemma":[0.9993545,0.000019436418,0.00015001898,0.00033092752,0.000056120964,0.00008902637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001294079,0.0001577678,0.00019801463,0.000018512575,0.00015093046,0.000080128026,0.00026429546,0.000025361449,0.000021418075],"category_scores_gemma":[0.0000019382903,0.00012228214,0.00007545662,0.00020388281,0.00016338643,0.00008855147,0.000067533685,0.00007803297,0.000043781092],"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":[0.000023886121,0.000033697837,0.003821755,0.000014267021,0.000022136395,1.2099832e-7,0.0010671203,0.00016622119,0.9572098,0.030294966,0.006940314,0.00040567157],"study_design_scores_gemma":[0.00046817833,0.000017704704,0.0010083683,0.000031618143,0.000028113353,1.05553745e-7,0.00058813376,0.0000052263326,0.97616816,0.0037215373,0.01776331,0.00019953925],"about_ca_topic_score_codex":0.00041029486,"about_ca_topic_score_gemma":0.0000038624803,"teacher_disagreement_score":0.026573429,"about_ca_system_score_codex":0.00003951353,"about_ca_system_score_gemma":0.00009006163,"threshold_uncertainty_score":0.49865213},"labels":[],"label_agreement":null},{"id":"W1631055928","doi":"10.1063/1.3592573","title":"Band gap of InxGa1−xN: A first principles analysis","year":2011,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":51,"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":"National Natural Science Foundation of China","keywords":"Wurtzite crystal structure; Ternary operation; Wide-bandgap semiconductor; Band gap; Condensed matter physics; Density functional theory; Tin; Electronic band structure; Doping; Materials science; Coherent potential approximation; Nitride; Alloy; Electronic structure; Physics; Chemistry; Computational chemistry; Zinc; Nanotechnology; Computer science; Metallurgy","score_opus":0.03389790188435652,"score_gpt":0.223351650876349,"score_spread":0.1894537489919925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1631055928","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":[0.9817598,0.000005081883,0.0027196927,0.000035124875,0.00008311187,0.00018163299,0.000069989954,0.000025549758,0.015120049],"genre_scores_gemma":[0.9986857,9.820483e-7,0.0006599367,0.00022819726,0.00023061981,0.000046539826,0.000096918746,0.000024146577,0.000026965317],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99896944,0.000016403084,0.00031311222,0.00028881623,0.00015043777,0.0002617954],"domain_scores_gemma":[0.9991812,0.000037600774,0.00026556355,0.0004160701,0.000030570332,0.00006899029],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008455525,0.00020751749,0.00040968403,0.00006996409,0.000070295515,0.00002515526,0.00019872964,0.000029486844,0.0008181183],"category_scores_gemma":[5.557857e-7,0.00019444349,0.00021753387,0.0003564825,0.0000826034,0.000078235345,0.00004775228,0.0000826083,0.00003353882],"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":[0.000056364875,0.00036444172,0.03678308,0.00008594816,0.0019507692,0.0000018384843,0.0027365466,0.0013244272,0.87288374,0.08230129,0.00076585734,0.0007456832],"study_design_scores_gemma":[0.00085324404,0.00003436882,0.010841114,0.000022067883,0.0011599734,1.418547e-7,0.00034297523,0.0000976011,0.98102224,0.0026001772,0.0024499642,0.0005761464],"about_ca_topic_score_codex":0.000537446,"about_ca_topic_score_gemma":0.000009157207,"teacher_disagreement_score":0.10813847,"about_ca_system_score_codex":0.000010637772,"about_ca_system_score_gemma":0.000016596907,"threshold_uncertainty_score":0.8957822},"labels":[],"label_agreement":null},{"id":"W1646224528","doi":"","title":"Transfert biomimétique : de la luciole vers la diode électroluminescente","year":2012,"lang":"fr","type":"article","venue":"Digital Access to Libraries","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Humanities; Physics; Art","score_opus":0.015440527650536913,"score_gpt":0.2627144137040677,"score_spread":0.24727388605353076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1646224528","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":[0.9536565,0.0019053298,0.002060071,0.0025817894,0.0011879199,0.0003909598,0.0013777784,0.00011373793,0.036725912],"genre_scores_gemma":[0.99535185,0.0000391634,0.00013841348,0.0005366854,0.0011570295,0.00006181363,0.00026862562,0.000078140096,0.0023683023],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980906,0.00016907454,0.00034956774,0.00032943333,0.00014956832,0.0009117247],"domain_scores_gemma":[0.99880993,0.0002906518,0.000084685234,0.00028238923,0.00003296396,0.00049936434],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00018091066,0.0004006363,0.00041712655,0.00009475229,0.0001393421,0.004191895,0.0005575874,0.00019470727,0.00048027633],"category_scores_gemma":[0.000025260453,0.00039706947,0.00021294052,0.00025548926,0.00029590385,0.0066255676,0.00020162186,0.00021741491,0.0002165253],"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":[0.0005958203,0.002291356,0.41999543,0.0008014715,0.0007849683,0.00002644414,0.007144903,0.000062209045,0.07701737,0.40207848,0.045181494,0.044020057],"study_design_scores_gemma":[0.0005536771,0.00006733056,0.0093709035,0.00016770563,0.00007499218,0.000006731753,0.0002920618,0.000012599556,0.19277474,0.002844103,0.7932875,0.00054763036],"about_ca_topic_score_codex":0.0003219821,"about_ca_topic_score_gemma":0.0000033966023,"teacher_disagreement_score":0.74810606,"about_ca_system_score_codex":0.000050706905,"about_ca_system_score_gemma":0.00027490009,"threshold_uncertainty_score":0.9998481},"labels":[],"label_agreement":null},{"id":"W1656037911","doi":"10.1109/edssc.2015.7285212","title":"Modeling of the reverse gate leakage current of AlGaN/GaN HEMTs","year":2015,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Crosslight Software (Canada); University of British Columbia","funders":"","keywords":"Quantum tunnelling; Leakage (economics); Materials science; Trap (plumbing); Optoelectronics; Physics","score_opus":0.04724820286689926,"score_gpt":0.27461700361684466,"score_spread":0.2273688007499454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1656037911","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":[0.99347776,0.000052614505,0.00084563077,0.00004689628,0.00039372768,0.00011104895,0.000033102348,0.0000072297207,0.0050319987],"genre_scores_gemma":[0.99957055,0.000001530968,0.000115523915,0.000017929011,0.00008359666,0.0000026637479,0.0000075817043,0.0000080242335,0.00019260934],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99940586,0.000029513123,0.00023430969,0.00009972634,0.00011949281,0.000111122645],"domain_scores_gemma":[0.999503,0.000008014382,0.00010624887,0.00024008188,0.000093829905,0.000048780938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014347854,0.000081638536,0.00016475005,0.00001606301,0.000017977063,0.000008014104,0.00015474725,0.000014696293,0.00022049413],"category_scores_gemma":[0.000003732617,0.000051739313,0.00008282534,0.000057088626,0.000024388812,0.00005766721,0.000047943453,0.000046961286,0.000010014126],"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":[0.00009968869,0.0007934753,0.028096355,0.0005026129,0.00026163587,6.381732e-7,0.004160018,0.05356425,0.8320997,0.062547155,0.009467209,0.008407293],"study_design_scores_gemma":[0.0017101162,0.000071755014,0.00020151003,0.00021923675,0.00013442703,4.861856e-7,0.0029334293,0.03627621,0.9403559,0.011044523,0.006674203,0.0003781869],"about_ca_topic_score_codex":0.0008785918,"about_ca_topic_score_gemma":0.0000074170835,"teacher_disagreement_score":0.10825625,"about_ca_system_score_codex":0.0000059989866,"about_ca_system_score_gemma":0.00005925342,"threshold_uncertainty_score":0.2414256},"labels":[],"label_agreement":null},{"id":"W1660116595","doi":"10.1063/1.1352684","title":"Ultraviolet photoenhanced wet etching of GaN in K2S2O8 solution","year":2001,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":123,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Etching (microfabrication); Materials science; Oxidizing agent; Reactive-ion etching; Ultraviolet light; Doping; Ultraviolet; Nitride; Passivation; Sapphire; Peroxydisulfate; Chemical engineering; Analytical Chemistry (journal); Inorganic chemistry; Layer (electronics); Chemistry; Nanotechnology; Optoelectronics; Metallurgy; Optics; Organic chemistry; Laser","score_opus":0.013421342139052723,"score_gpt":0.24888932262262098,"score_spread":0.23546798048356826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1660116595","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":[0.9933095,0.000014018858,0.0021578865,0.000012777382,0.00018880126,0.00010116159,0.000013020255,0.0000038883254,0.004198938],"genre_scores_gemma":[0.99894094,0.000011711416,0.00042581206,0.00003549124,0.0005454279,0.0000031712427,0.0000104776045,0.000015450658,0.000011533579],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989983,0.000019898123,0.00051196845,0.00010170226,0.00017635326,0.00019181549],"domain_scores_gemma":[0.9990772,0.000035848097,0.00062924455,0.0001266094,0.000075733515,0.0000553341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021593504,0.0001309777,0.00036455225,0.00005479129,0.000029867038,0.000021837348,0.00015494708,0.00003383027,0.000114142116],"category_scores_gemma":[0.0000013762418,0.000117455085,0.00011349239,0.00015445132,0.00002201562,0.0001336146,0.000013182473,0.00019398647,0.000005660354],"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":[0.00011167121,0.00019293797,0.0014839217,0.00001955004,0.00003899907,0.0000017151805,0.00054821774,0.0043926337,0.9870007,0.0021480853,0.00008788427,0.003973668],"study_design_scores_gemma":[0.0014498611,0.00007418781,0.0013036792,0.00012800768,0.00004660056,0.0000023827229,0.0006227075,0.00041562825,0.97571415,0.019277122,0.0007807972,0.00018487117],"about_ca_topic_score_codex":0.00008587446,"about_ca_topic_score_gemma":0.0000034032994,"teacher_disagreement_score":0.017129036,"about_ca_system_score_codex":0.000024711473,"about_ca_system_score_gemma":0.0000620759,"threshold_uncertainty_score":0.47896793},"labels":[],"label_agreement":null},{"id":"W1664900860","doi":"10.1109/cleopr.2001.967959","title":"Effects of spontaneous and piezoelectric polarisation on the photoresponsivity Of Ga- and N-faced AlGaN UV photodiodes","year":2002,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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 British Columbia","funders":"Australian Research Council","keywords":"Photodiode; Optoelectronics; Wavelength; Materials science; Piezoelectricity; Cutoff; Sensitivity (control systems); Cutoff frequency; Physics; Electronic engineering","score_opus":0.008652542256842435,"score_gpt":0.20117492950009158,"score_spread":0.19252238724324916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1664900860","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":[0.99848413,0.00012539882,0.00003554725,0.00003937793,0.00003530673,0.00029899183,0.00002100823,0.000007799062,0.0009524435],"genre_scores_gemma":[0.9997146,0.00001605668,0.000036543923,0.000044697026,0.000023306227,0.000007861776,0.000002911312,0.000007642415,0.00014638882],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999441,0.00008720498,0.00014573801,0.00012926722,0.000087041495,0.00010972982],"domain_scores_gemma":[0.9992773,0.00043031707,0.00011007604,0.000120671226,0.000028380135,0.00003324454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012562647,0.00010473827,0.00018979453,0.00004421732,0.00004677987,0.000019556637,0.000051069685,0.000027803748,0.00036367253],"category_scores_gemma":[0.000018213412,0.00006866376,0.00003170965,0.00006904821,0.00004857831,0.000037240698,0.000015872678,0.00004949938,0.000002228709],"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":[0.000056499466,0.0000802936,0.0023622622,0.00005561109,0.000036750105,0.0000019367537,0.00031202196,7.7335943e-7,0.99062717,0.0025717495,0.00008914004,0.0038058034],"study_design_scores_gemma":[0.0004523506,0.00022745329,0.010833302,0.00003119053,0.000041333995,0.0000055178225,0.000086122884,0.0004446599,0.9872249,0.0004632279,0.00009445166,0.00009549248],"about_ca_topic_score_codex":0.0005499708,"about_ca_topic_score_gemma":0.000005428036,"teacher_disagreement_score":0.00847104,"about_ca_system_score_codex":0.000004955012,"about_ca_system_score_gemma":0.0000074985555,"threshold_uncertainty_score":0.39819592},"labels":[],"label_agreement":null},{"id":"W1708042626","doi":"10.1109/jqe.2014.2317732","title":"On the Carrier Injection Efficiency and Thermal Property of InGaN/GaN Axial Nanowire Light Emitting Diodes","year":2014,"lang":"en","type":"article","venue":"IEEE Journal of Quantum Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":39,"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":"Materials science; Light-emitting diode; Nanowire; Optoelectronics; Diode; Heterojunction; Wide-bandgap semiconductor; Carrier lifetime; Gallium nitride; Joule heating; Thermal conductivity; Silicon; Nanotechnology; Composite material; Layer (electronics)","score_opus":0.010372703621736467,"score_gpt":0.2270685221231159,"score_spread":0.21669581850137942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1708042626","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":[0.9981644,0.00018228704,0.00061908434,0.00023283875,0.0004241812,0.000098369375,0.0000050098106,0.000004669934,0.00026915746],"genre_scores_gemma":[0.9993198,0.000011104915,0.0000109722805,0.000054942575,0.00055150193,0.0000018772787,8.163908e-7,0.00001742477,0.000031547366],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988426,0.00015507391,0.00042082992,0.000116296396,0.00020894578,0.00025626717],"domain_scores_gemma":[0.99899226,0.00012478975,0.0005522359,0.00013730004,0.00014007287,0.000053311105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008109196,0.0001465245,0.00027672053,0.000056231922,0.00016001765,0.00005524652,0.00017681537,0.000045160978,0.000030232615],"category_scores_gemma":[0.000036069196,0.0000750937,0.000107266,0.000089264824,0.00004726499,0.00011395564,0.000011768363,0.000294037,0.0000010772897],"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":[0.00010441085,0.00009977021,0.0012192869,0.000028764645,0.00008643616,5.7415133e-7,0.0008449101,0.00066489883,0.9823652,0.010918007,0.00019427076,0.0034734507],"study_design_scores_gemma":[0.00075629173,0.0017328747,0.00024696864,0.00019165454,0.0001008399,0.000019877361,0.00042419956,0.0040800204,0.9857324,0.003917246,0.0025819028,0.00021574844],"about_ca_topic_score_codex":0.000046507743,"about_ca_topic_score_gemma":0.0000031397465,"teacher_disagreement_score":0.007000761,"about_ca_system_score_codex":0.000027175733,"about_ca_system_score_gemma":0.0001367671,"threshold_uncertainty_score":0.3062232},"labels":[],"label_agreement":null},{"id":"W1842444622","doi":"10.1002/jnm.2100","title":"Efficient modeling of GaN HEMTs for linear and nonlinear circuits design","year":2015,"lang":"en","type":"article","venue":"International Journal of Numerical Modelling Electronic Networks Devices and Fields","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Universität Kassel","keywords":"High-electron-mobility transistor; Amplifier; Transistor; Gallium nitride; Nonlinear system; Substrate (aquarium); Electronic engineering; SIGNAL (programming language); Electronic circuit; Large-signal model; Materials science; Optoelectronics; Computer science; Electrical engineering; Physics; Engineering; Nanotechnology; Voltage; Layer (electronics)","score_opus":0.03857199393896264,"score_gpt":0.2796686270324663,"score_spread":0.24109663309350365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1842444622","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":[0.16075823,0.001013062,0.83771485,0.00014269979,0.00025179255,0.00008338786,0.0000051295196,0.0000035735986,0.000027273081],"genre_scores_gemma":[0.9936859,0.00007391111,0.005398667,0.000084510735,0.00072787085,0.0000030681629,0.000006291897,0.000013351937,0.0000064071264],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99900496,0.000031278505,0.00043437665,0.00013413609,0.00018608583,0.0002091913],"domain_scores_gemma":[0.99902606,0.00012311694,0.00029658814,0.000056763944,0.0003875132,0.0001099559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040264783,0.00012004372,0.0002692022,0.00005717891,0.00003142665,0.000043201595,0.00016241806,0.000061561244,0.000007766669],"category_scores_gemma":[0.000006837477,0.000099936595,0.000081575505,0.000044790442,0.000019672225,0.0000657596,0.00002403759,0.00018553369,1.5863006e-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":[0.00008918984,0.00005356442,0.00022647898,0.000008824917,0.00013452706,7.443463e-7,0.00013875957,0.99560326,0.00003058293,0.0010199826,0.000017085526,0.002676976],"study_design_scores_gemma":[0.00065466994,0.00026896034,0.0000019884678,0.00006641926,0.00005001262,0.00001053088,0.00009642029,0.99523634,0.00010494686,0.0030795431,0.00033144755,0.00009872881],"about_ca_topic_score_codex":0.00006360329,"about_ca_topic_score_gemma":9.805273e-7,"teacher_disagreement_score":0.8329277,"about_ca_system_score_codex":0.00002009262,"about_ca_system_score_gemma":0.00009485842,"threshold_uncertainty_score":0.40752962},"labels":[],"label_agreement":null},{"id":"W1883809423","doi":"10.1039/c5ra07709e","title":"Structure–property relationship and interfacial phenomena in GaN grown on C-plane sapphire via plasma-enhanced atomic layer deposition","year":2015,"lang":"en","type":"article","venue":"RSC Advances","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Sapphire; Atomic layer deposition; Plasma; Deposition (geology); Layer (electronics); Materials science; Plane (geometry); Chemistry; Nanotechnology; Optics; Laser; Geometry; Physics; Mathematics; Geology","score_opus":0.020679967628956214,"score_gpt":0.2536769620706313,"score_spread":0.23299699444167507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1883809423","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":[0.9966024,0.00010401851,0.00033056815,0.000048068523,0.0003335424,0.00018318796,0.000059243408,0.000023784534,0.002315143],"genre_scores_gemma":[0.99916327,0.000003960654,0.0002230107,0.00004333722,0.000334183,0.000015578196,0.00010515356,0.000015042109,0.00009646669],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99919844,0.00005178671,0.00021333489,0.0002509019,0.00010130546,0.00018424331],"domain_scores_gemma":[0.9996356,0.000040568324,0.00010271035,0.00011437857,0.000026888174,0.00007988698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007060734,0.00015900785,0.00019519063,0.00005820464,0.00006425739,0.000048528247,0.00007680637,0.000041396524,0.00009890779],"category_scores_gemma":[0.000006131092,0.00011512866,0.000020050427,0.000073255185,0.000035763187,0.00031399357,0.000017916756,0.000118241136,0.000025137031],"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":[0.0010780471,0.00024798923,0.11100698,0.00014971415,0.00008149804,0.000008302737,0.003706725,0.0026102408,0.785971,0.0056786267,0.0002473699,0.089213535],"study_design_scores_gemma":[0.004995279,0.00057705503,0.017829714,0.0003071385,0.00006174508,0.000008213778,0.0021367925,0.0011409492,0.91753656,0.046809662,0.007519172,0.0010777195],"about_ca_topic_score_codex":0.00017544198,"about_ca_topic_score_gemma":0.0001486407,"teacher_disagreement_score":0.13156559,"about_ca_system_score_codex":0.00003848256,"about_ca_system_score_gemma":0.000022387749,"threshold_uncertainty_score":0.46948105},"labels":[],"label_agreement":null},{"id":"W1888481695","doi":"10.1039/c5tc01556a","title":"A route to low temperature growth of single crystal GaN on sapphire","year":2015,"lang":"en","type":"article","venue":"Journal of Materials Chemistry C","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Institute for Nanotechnology; Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Materials science; Sapphire; Gallium nitride; Crystallite; Gallium; Optoelectronics; Atomic layer deposition; Nitride; Crystal (programming language); Layer (electronics); Refractive index; Chemical vapor deposition; Optics; Nanotechnology; Laser; Metallurgy","score_opus":0.013260300667463703,"score_gpt":0.22973991384332323,"score_spread":0.21647961317585954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1888481695","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":[0.99723166,0.000012493107,0.000004698435,0.00017458515,0.00055746315,0.000072820185,0.00023032725,0.0000067431693,0.0017091848],"genre_scores_gemma":[0.998171,6.348555e-7,0.00014268127,0.00007587844,0.0013906807,0.0000023242021,0.000026678104,0.000022543954,0.00016761171],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988116,0.000036397178,0.0005706302,0.00013255462,0.0002603671,0.00018844384],"domain_scores_gemma":[0.998719,0.000019780873,0.000539121,0.00017386598,0.00032247155,0.00022577593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029045416,0.0001789788,0.0004650514,0.00003370373,0.000024582689,0.00009835968,0.0002412053,0.00007230157,0.0005487352],"category_scores_gemma":[0.000034004916,0.00014528404,0.00010071875,0.00006981783,0.000023803843,0.00011004235,0.000032720447,0.000086791006,0.00001018709],"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":[0.0002246666,0.00016937012,0.00013637099,0.00010974988,0.000054161617,0.0000086654445,0.00017225003,0.00003240964,0.9960691,0.00006257646,0.002945738,0.000014983891],"study_design_scores_gemma":[0.0007283565,0.00016738934,0.00006276257,0.00024739883,0.00003118365,0.000015570558,0.00028870243,1.0412103e-7,0.9970701,0.00032514668,0.0009212574,0.00014205438],"about_ca_topic_score_codex":0.000030774205,"about_ca_topic_score_gemma":2.2454277e-7,"teacher_disagreement_score":0.0020244804,"about_ca_system_score_codex":0.000038177663,"about_ca_system_score_gemma":0.0001618635,"threshold_uncertainty_score":0.60082656},"labels":[],"label_agreement":null},{"id":"W1915584132","doi":"10.1007/s40242-014-3556-6","title":"Selective growth of GaN on slope cone-shaped patterned sapphire substrate","year":2014,"lang":"en","type":"article","venue":"Chemical Research in Chinese Universities","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Optech (Canada)","funders":"","keywords":"Nucleation; Materials science; Sapphire; Layer (electronics); Chemical vapor deposition; Substrate (aquarium); Optoelectronics; Etching (microfabrication); Crystallography; Nanotechnology; Chemistry; Optics; Laser","score_opus":0.030005750084058112,"score_gpt":0.31125677870387186,"score_spread":0.28125102861981377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1915584132","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":[0.97018844,0.0000066339812,0.00001327134,0.00017358002,0.000046948873,0.00014257243,0.00004719214,0.00001417349,0.029367173],"genre_scores_gemma":[0.99948984,0.000002740373,0.000018276418,0.000024599763,0.00015048974,0.000005415689,0.000057941787,0.0000149861025,0.000235736],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986986,0.00016165244,0.00018710578,0.00027115148,0.0003085076,0.00037301145],"domain_scores_gemma":[0.9988946,0.00051505805,0.00006263711,0.00018477763,0.00023104827,0.00011189021],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038374963,0.00015631242,0.00029082186,0.00020324926,0.0000615811,0.00003260434,0.00031049585,0.00006346593,0.00033622535],"category_scores_gemma":[0.000030596693,0.00013294292,0.00007033615,0.0003449446,0.00022857636,0.00012868835,0.00007937958,0.0003229229,0.000021840615],"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":[0.00040463425,0.00020871169,0.03980524,0.00017275188,0.00006114405,0.000006447916,0.0012829265,0.000008282078,0.93354493,0.0239523,0.0002756737,0.00027696343],"study_design_scores_gemma":[0.0017886427,0.0001861129,0.011296333,0.00021402685,0.000008370291,3.6405703e-7,0.0031941037,0.0003845318,0.9628543,0.019637011,0.00014726735,0.00028893058],"about_ca_topic_score_codex":0.0010232175,"about_ca_topic_score_gemma":0.000013403288,"teacher_disagreement_score":0.02930938,"about_ca_system_score_codex":0.000087032684,"about_ca_system_score_gemma":0.00011588999,"threshold_uncertainty_score":0.54212546},"labels":[],"label_agreement":null},{"id":"W1937881144","doi":"10.1002/pssa.201431726","title":"Polarization‐resolved electroluminescence study of InGaN/GaN dot‐in‐a‐wire light‐emitting diodes grown by molecular beam epitaxy","year":2015,"lang":"en","type":"article","venue":"physica status solidi (a)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McGill University","funders":"","keywords":"Electroluminescence; Light-emitting diode; Materials science; Optoelectronics; Polarization (electrochemistry); Molecular beam epitaxy; Diode; Optics; Polarizer; Wavelength; Nanowire; Epitaxy; Birefringence; Physics; Nanotechnology; Chemistry","score_opus":0.012543796837104812,"score_gpt":0.2515469589527951,"score_spread":0.23900316211569028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1937881144","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":[0.9980927,0.00013416397,0.0003062733,0.00006547205,0.00013149258,0.00050543266,0.00010096823,0.000040279076,0.00062317785],"genre_scores_gemma":[0.9993431,0.0000021806275,0.000104166385,0.000037544894,0.00017259688,0.000057685866,0.00017125925,0.000052960124,0.00005853312],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99785715,0.00013111255,0.000524043,0.00047152836,0.0003636452,0.00065249717],"domain_scores_gemma":[0.99875736,0.000050770042,0.0003629412,0.00043028043,0.00019126154,0.00020736044],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020637219,0.00032124756,0.00056125765,0.00008891683,0.00009509727,0.00008648942,0.00030547986,0.000047798363,0.000021470172],"category_scores_gemma":[0.000027276508,0.0003186873,0.00009707367,0.00040244934,0.000045062763,0.0003017688,0.00008640289,0.00019165923,0.000011163763],"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":[0.000035480316,0.0011077924,0.054549295,0.000029956298,0.00008772635,0.0000028164825,0.0029741174,0.00010952076,0.93991315,0.00050570484,0.00032953333,0.00035487575],"study_design_scores_gemma":[0.0022866845,0.0004596234,0.0020240534,0.000070135924,0.00009842892,3.333328e-7,0.0045746723,0.0002445556,0.9876676,0.0011787564,0.0008741041,0.00052102975],"about_ca_topic_score_codex":0.002777038,"about_ca_topic_score_gemma":0.000023497952,"teacher_disagreement_score":0.052525245,"about_ca_system_score_codex":0.000050817343,"about_ca_system_score_gemma":0.00013032684,"threshold_uncertainty_score":0.9999265},"labels":[],"label_agreement":null},{"id":"W1946604709","doi":"10.1088/0957-4484/26/34/344002","title":"Interplay of strain and indium incorporation in InGaN/GaN dot-in-a-wire nanostructures by scanning transmission electron microscopy","year":2015,"lang":"en","type":"article","venue":"Nanotechnology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McGill University; Brockhouse Institute for Materials Research","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Materials science; Indium; Quantum dot; Heterojunction; Nanowire; Transmission electron microscopy; Scanning transmission electron microscopy; Indium gallium nitride; Photoluminescence; Scanning electron microscope; Optoelectronics; Strain (injury); Spectroscopy; Nanotechnology; Gallium nitride; Composite material; Layer (electronics)","score_opus":0.0068834391212806295,"score_gpt":0.2657482353795407,"score_spread":0.25886479625826003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1946604709","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":[0.99891996,0.00024747907,0.00023808105,0.00021251725,0.00009305172,0.00017840951,0.00004335703,0.000022427723,0.000044734305],"genre_scores_gemma":[0.9994331,0.00000431481,0.00040424828,0.000026778624,0.00001895384,0.000010922697,0.000074147516,0.00001399991,0.000013511506],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99909955,0.00004930154,0.00031886814,0.0002336864,0.000070403126,0.00022820754],"domain_scores_gemma":[0.99963367,0.000015540305,0.0001621025,0.00012275498,0.000026515268,0.000039441336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017720644,0.00014295956,0.0002751722,0.00022596846,0.000021486538,0.00001670467,0.00013225617,0.00020385464,0.00001944292],"category_scores_gemma":[0.0000077624245,0.00013433724,0.000019893814,0.00019273246,0.000082062346,0.00009738509,0.000026860183,0.00021369415,7.984914e-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":[0.000044151413,0.000032291333,0.020341495,0.000018392386,0.00000606666,0.0000012831241,0.00058130355,0.000013173514,0.9665993,0.00069435115,0.000060713504,0.01160752],"study_design_scores_gemma":[0.00092411507,0.00019239793,0.0006409,0.00007421501,0.00000565535,0.0000019845377,0.0005384444,0.000043077463,0.9899668,0.006643384,0.0008402456,0.00012876568],"about_ca_topic_score_codex":0.0007300165,"about_ca_topic_score_gemma":0.00008309523,"teacher_disagreement_score":0.023367558,"about_ca_system_score_codex":0.00003661928,"about_ca_system_score_gemma":0.00007899814,"threshold_uncertainty_score":0.5478114},"labels":[],"label_agreement":null},{"id":"W1964002416","doi":"10.1109/photwtm.2011.5730039","title":"High performance InGaN/GaN dot-in-a-wire light emitting diodes on Si(111)","year":2011,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"","keywords":"Light-emitting diode; Optoelectronics; Materials science; Quantum dot; Epitaxy; Diode; Fabrication; Gallium nitride; Wide-bandgap semiconductor; Quantum efficiency; Silicon; Saturation (graph theory); Nanoscopic scale; Gallium arsenide; Nanotechnology","score_opus":0.01804385536001349,"score_gpt":0.21930667545155738,"score_spread":0.2012628200915439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964002416","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":[0.95690584,0.0000100683355,0.000012408133,0.00005224545,0.00036466928,0.00012872639,0.000011228864,0.0000460979,0.0424687],"genre_scores_gemma":[0.9981881,0.0000025166341,0.0003665991,0.00016394371,0.00032927937,0.000020013707,0.000016893908,0.000025008801,0.0008876431],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99895513,0.000027220827,0.00029416135,0.00027656936,0.00010792598,0.00033898975],"domain_scores_gemma":[0.99950284,0.000025011366,0.00010821695,0.00026216396,0.000029950888,0.00007184143],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001593962,0.00019821648,0.00024408627,0.000068250796,0.00009478403,0.000049047627,0.00019003263,0.00004574844,0.002142141],"category_scores_gemma":[0.0000025269019,0.00015712687,0.000058322086,0.000097308985,0.000019532325,0.00019351183,0.000036278478,0.00012973514,0.00022423886],"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":[0.00016993895,0.0007130361,0.47471276,0.00018535511,0.0001371247,0.000013855501,0.0053012143,0.00008329554,0.43621284,0.051739622,0.0011508527,0.029580118],"study_design_scores_gemma":[0.0006452293,0.00016450897,0.0258896,0.00014808346,0.000018066428,5.775402e-7,0.0007732831,0.00009899531,0.96845,0.0007737451,0.0026367514,0.0004011663],"about_ca_topic_score_codex":0.0010133812,"about_ca_topic_score_gemma":0.000014598384,"teacher_disagreement_score":0.5322372,"about_ca_system_score_codex":0.000017340879,"about_ca_system_score_gemma":0.000024065423,"threshold_uncertainty_score":0.99877006},"labels":[],"label_agreement":null},{"id":"W1964833721","doi":"10.1109/nusod.2006.306720","title":"3D Simulation of InGaN/GaN Micro-Ring Light-Emitting Diodes","year":2006,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Crosslight Software (Canada)","funders":"","keywords":"Light-emitting diode; Optoelectronics; Ray tracing (physics); Diode; Tracing; Quantum efficiency; Materials science; Ring (chemistry); Gallium nitride; Wide-bandgap semiconductor; Optics; Computer science; Layer (electronics); Physics; Nanotechnology","score_opus":0.01146892358391874,"score_gpt":0.24417282245308947,"score_spread":0.23270389886917073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964833721","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":[0.98301417,0.000022979677,0.0019875967,0.000019687664,0.00010774054,0.000084089435,0.000011965304,0.00002647216,0.014725327],"genre_scores_gemma":[0.9979751,1.5136982e-7,0.0012222446,0.00001597295,0.00034474998,0.0000027933443,0.000035510788,0.000013440904,0.00039003295],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993438,0.00001659162,0.00027778934,0.00013798726,0.00007092161,0.0001528715],"domain_scores_gemma":[0.9996171,0.000045036315,0.00014119946,0.00012562503,0.00004893577,0.000022107446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009737008,0.000100878686,0.0001609818,0.000038312875,0.00005608284,0.000040173105,0.00007092363,0.000025913521,0.00038980166],"category_scores_gemma":[0.0000023230311,0.000088077024,0.00005683518,0.0000630966,0.000010960633,0.00011138925,0.000020143689,0.00003804847,0.0000151716895],"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":[0.0000029998903,0.000035591416,0.034123294,0.000024503623,0.000013863246,1.6242304e-7,0.00009161443,0.0061412267,0.95711195,0.0014980721,0.000049608978,0.00090713234],"study_design_scores_gemma":[0.00023736733,0.000010829055,0.0016428776,0.000035412875,0.000017998469,8.8778386e-8,0.0001569843,0.0023256512,0.99255115,0.0006536668,0.0022421023,0.00012585876],"about_ca_topic_score_codex":0.0009973207,"about_ca_topic_score_gemma":0.0000069666817,"teacher_disagreement_score":0.03543923,"about_ca_system_score_codex":0.0000074517347,"about_ca_system_score_gemma":0.000012348347,"threshold_uncertainty_score":0.42680547},"labels":[],"label_agreement":null},{"id":"W1964907854","doi":"10.1016/j.sse.2014.08.009","title":"GaN–InGaN LED efficiency reduction from parasitic electron currents in p-GaN","year":2014,"lang":"en","type":"article","venue":"Solid-State Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Voltage droop; Optoelectronics; Electron; Materials science; Light-emitting diode; Heterojunction; Quantum tunnelling; Electrode; Wide-bandgap semiconductor; Saturation current; Current (fluid); Gallium nitride; Voltage; Physics; Layer (electronics); Nanotechnology; Voltage source","score_opus":0.007337940722567558,"score_gpt":0.266605402470353,"score_spread":0.2592674617477855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964907854","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":[0.9964157,0.0002520378,0.0012462264,0.00008261357,0.00059616345,0.00030992413,0.000038519986,0.000074883836,0.0009839732],"genre_scores_gemma":[0.9988568,0.000040874507,0.000035976533,0.00004456477,0.00043742018,0.0000394293,0.0003252478,0.000053762455,0.00016594336],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9975165,0.00018993886,0.0004985512,0.0005543749,0.00022483851,0.0010157626],"domain_scores_gemma":[0.9991419,0.000054936496,0.00022718597,0.0003873061,0.00006250101,0.00012622689],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034783757,0.00033777265,0.0004291639,0.00012846066,0.00014256871,0.00011694899,0.00028426282,0.000073547126,0.00021875469],"category_scores_gemma":[0.000011675875,0.0003447593,0.00011427338,0.00027811734,0.000043941625,0.0002017826,0.000017353435,0.00040215685,0.00011648172],"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":[0.000109500026,0.0005538842,0.007462225,0.00003893671,0.00010589722,0.0000020962364,0.001288403,0.0040811496,0.9738884,0.00447283,0.00034608736,0.007650576],"study_design_scores_gemma":[0.0019552018,0.00041612622,0.0015271272,0.000086441025,0.00007962122,0.0000023011994,0.00018319499,0.005220489,0.9489282,0.032568544,0.008271349,0.00076140463],"about_ca_topic_score_codex":0.0006145982,"about_ca_topic_score_gemma":0.000107377266,"teacher_disagreement_score":0.028095715,"about_ca_system_score_codex":0.0001668999,"about_ca_system_score_gemma":0.00019940274,"threshold_uncertainty_score":0.99990046},"labels":[],"label_agreement":null},{"id":"W1966224364","doi":"10.1088/0957-4484/23/8/085205","title":"Molecular beam epitaxial growth and characterization of catalyst-free InN/In<sub><i>x</i></sub>Ga<sub>1−<i>x</i></sub>N core/shell nanowire heterostructures on Si(111) substrates","year":2012,"lang":"en","type":"article","venue":"Nanotechnology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McGill University","funders":"Army Research Office; Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Heterojunction; Materials science; Nanowire; Molecular beam epitaxy; Epitaxy; Transmission electron microscopy; Core (optical fiber); Optoelectronics; Characterization (materials science); Shell (structure); Quantum dot; Nanotechnology","score_opus":0.00698510935818265,"score_gpt":0.20482327263248568,"score_spread":0.19783816327430304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966224364","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":[0.99798226,0.0001854643,0.000044895904,0.0002165315,0.0005473351,0.00046064777,0.0004240922,0.00009554251,0.000043233966],"genre_scores_gemma":[0.99885863,0.00007433116,0.00004568892,0.00025133797,0.00015001149,0.00006498197,0.00048807953,0.00006553701,0.0000013750197],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99787724,0.00007025279,0.0006197617,0.0005322413,0.00021877163,0.00068175286],"domain_scores_gemma":[0.9986298,0.00005971241,0.0004442576,0.0006573155,0.000087642606,0.00012124658],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018051773,0.00044576963,0.0006486505,0.00033404093,0.000098298355,0.000040327708,0.00042583747,0.0004143142,0.000019467441],"category_scores_gemma":[0.00003395909,0.00043780636,0.00011875168,0.00033567692,0.00026975083,0.00027515634,0.00019724356,0.00034124867,0.000018391576],"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":[0.000079359736,0.00015317464,0.010105164,0.000079646416,0.000059280308,0.0000055036685,0.00012866285,0.0000047512317,0.98331404,0.0032540949,0.0000320334,0.0027843183],"study_design_scores_gemma":[0.0010114354,0.00021887165,0.006356645,0.00007071509,0.000052342166,0.000008652782,0.000061946725,0.0000076098795,0.9894001,0.0022896037,0.0001301415,0.00039195482],"about_ca_topic_score_codex":0.00011563209,"about_ca_topic_score_gemma":0.000020008936,"teacher_disagreement_score":0.006086071,"about_ca_system_score_codex":0.000032264492,"about_ca_system_score_gemma":0.00005112759,"threshold_uncertainty_score":0.99980736},"labels":[],"label_agreement":null},{"id":"W1966585347","doi":"10.1063/1.4826618","title":"Spectral and spatial contributions to white light generation from InGaN/GaN dot-in-a-wire nanostructures","year":2013,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","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":"Université de Montréal; McGill University","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies; McGill University","keywords":"Photoluminescence; Heterojunction; Materials science; Nanowire; Raman spectroscopy; Optoelectronics; Spectral line; Resonance (particle physics); Molecular beam epitaxy; Diode; Nanostructure; Epitaxy; Condensed matter physics; Molecular physics; Optics; Nanotechnology; Atomic physics; Chemistry; Physics","score_opus":0.006724983122937287,"score_gpt":0.22499414209141055,"score_spread":0.21826915896847326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966585347","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":[0.9973237,0.000016952095,0.0012728428,0.00023948657,0.0003338155,0.00020272123,0.00010319245,0.0000048240586,0.0005024806],"genre_scores_gemma":[0.9963459,0.0000014257437,0.0005629221,0.00014160476,0.0028726787,0.000008634034,0.000042227777,0.000013732403,0.0000109191205],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999188,0.000018706203,0.0003433408,0.0001343091,0.00013461272,0.0001810271],"domain_scores_gemma":[0.9993942,0.000019822044,0.00024843283,0.000105854044,0.00011233764,0.00011940186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006416435,0.00014466472,0.00028393592,0.0000397352,0.000068283356,0.00014132257,0.0000993387,0.000039458708,0.0002126883],"category_scores_gemma":[0.0000021253263,0.000120784316,0.000058467333,0.00007743912,0.000015648508,0.00015244783,0.000021635105,0.00015440641,0.000014411712],"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":[0.000022986102,0.000044492688,0.0028642921,0.000002911255,0.0000482311,8.8128814e-7,0.0006322586,0.0013221364,0.9857125,0.0051035727,0.0011979797,0.0030477426],"study_design_scores_gemma":[0.0013436654,0.000100406636,0.020845946,0.000036435937,0.00006836371,0.0000013077822,0.00034631012,0.0005758619,0.9310507,0.04352577,0.0018186071,0.0002866075],"about_ca_topic_score_codex":0.00048674794,"about_ca_topic_score_gemma":0.00003063681,"teacher_disagreement_score":0.054661795,"about_ca_system_score_codex":0.00002999044,"about_ca_system_score_gemma":0.000051967592,"threshold_uncertainty_score":0.49254417},"labels":[],"label_agreement":null},{"id":"W1967510505","doi":"10.1117/12.912714","title":"Binding sites of water molecules on GaN (100) surface: DFT calculations","year":2011,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada; Nanoacademic Technologies; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada; Defence Research and Development Canada","keywords":"Wurtzite crystal structure; Density functional theory; Dissociation (chemistry); Molecule; Hydrogen; Adsorption; Hydrogen atom; Chemistry; Materials science; Gallium; Chemical physics; Crystallography; Physical chemistry; Computational chemistry; Group (periodic table)","score_opus":0.019617004104048173,"score_gpt":0.234779560772659,"score_spread":0.2151625566686108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967510505","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":[0.9942504,0.000014537497,0.000016106478,0.00024787855,0.0001835382,0.0003476194,0.00013706464,0.00003645657,0.004766356],"genre_scores_gemma":[0.98118067,0.000005885792,0.018324511,0.000027280754,0.00021195243,0.000038084992,0.000031258733,0.00004130079,0.000139067],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99833757,2.1459792e-8,0.0006152559,0.00029180836,0.00041647357,0.00033886067],"domain_scores_gemma":[0.99851334,0.00006234246,0.0003174225,0.000060931197,0.00095466664,0.00009131033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035833858,0.00027210952,0.00038444492,0.000079030724,0.00007419634,0.000059075646,0.00055144634,0.000110548455,0.00014057622],"category_scores_gemma":[0.000049721344,0.0001996231,0.00050506036,0.00014765249,0.0001431729,0.0003068526,0.00008957013,0.0001779694,0.0000045966667],"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":[0.00003577686,0.00011702022,0.0023705945,0.00015950199,0.0002429516,2.515283e-8,0.00036005606,0.00010631793,0.6961112,0.30011654,0.00035608644,0.000023913],"study_design_scores_gemma":[0.00052559463,0.00018362651,0.00088959874,0.00017774066,0.00012454053,0.0000010482933,0.0012084974,0.002306335,0.9922928,0.001582152,0.0004692256,0.00023879821],"about_ca_topic_score_codex":0.00005345231,"about_ca_topic_score_gemma":1.2339652e-7,"teacher_disagreement_score":0.29853436,"about_ca_system_score_codex":0.000042451633,"about_ca_system_score_gemma":0.00001869213,"threshold_uncertainty_score":0.81403935},"labels":[],"label_agreement":null},{"id":"W1968069028","doi":"10.1063/1.1499525","title":"Hot photoluminescence in GaN: Carrier energy relaxation and hot phonon effects","year":2002,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Phonon; Photoluminescence; Condensed matter physics; Wurtzite crystal structure; Relaxation (psychology); Materials science; Scattering; Phonon scattering; Anisotropy; Carrier scattering; Electron; Band gap; Physics; Optoelectronics; Optics","score_opus":0.0091292053384245,"score_gpt":0.2083128707850209,"score_spread":0.19918366544659638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968069028","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":[0.997278,0.000076738426,0.00034600843,0.000009561813,0.00019632824,0.00008338277,0.000007161574,0.0000045355973,0.0019982888],"genre_scores_gemma":[0.9991048,0.000023581884,0.00014032287,0.00008281867,0.0005894936,0.000007465036,0.000004996078,0.000017481347,0.000029065333],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99921495,0.0000221542,0.00030911525,0.00013240283,0.00014892659,0.00017247544],"domain_scores_gemma":[0.9993096,0.000047502388,0.00039710166,0.000114516886,0.000051101226,0.00008015399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009479847,0.00014731406,0.00029779962,0.00004756761,0.00004051674,0.00004962546,0.000098440374,0.000039480798,0.00008664714],"category_scores_gemma":[0.000002048031,0.00013164601,0.000059616683,0.00012222969,0.0000314648,0.00015637175,0.000015689051,0.00013989862,0.0000040901614],"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":[0.000111614914,0.0002688945,0.00331387,0.000084273015,0.00007436931,0.00001011504,0.0012887962,0.0006505295,0.9746852,0.0049723713,0.0009115027,0.013628492],"study_design_scores_gemma":[0.0022040254,0.00013683917,0.0034672143,0.00016862445,0.00007133795,0.00000495402,0.00029846985,0.0017018839,0.9842408,0.005536814,0.0018206505,0.00034843024],"about_ca_topic_score_codex":0.00009539288,"about_ca_topic_score_gemma":0.000001972828,"teacher_disagreement_score":0.013280062,"about_ca_system_score_codex":0.000022871483,"about_ca_system_score_gemma":0.000018954861,"threshold_uncertainty_score":0.53683686},"labels":[],"label_agreement":null},{"id":"W1968639670","doi":"10.1063/1.1412837","title":"X-ray photoelectron spectroscopic study of KrF excimer laser nitrided InP surface","year":2001,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences","funders":"National Research Council Canada","keywords":"Excimer laser; X-ray photoelectron spectroscopy; Nitriding; Irradiation; Materials science; Laser; Excimer; Oxide; X-ray; Analytical Chemistry (journal); Spectral line; Chemistry; Optics; Layer (electronics); Metallurgy; Nuclear magnetic resonance; Nanotechnology","score_opus":0.01454063751227362,"score_gpt":0.25484581145485713,"score_spread":0.24030517394258352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968639670","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":[0.99683183,0.000027823702,0.0002006548,0.000006242268,0.00022892153,0.0003056246,0.000008507497,0.0000085462425,0.0023818698],"genre_scores_gemma":[0.9988583,0.0000121375715,0.00022874045,0.00003468122,0.00075216475,0.0000042434294,0.0000067033993,0.000032169253,0.00007090266],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99854076,0.000040738505,0.00062288914,0.00017075556,0.00033452275,0.000290314],"domain_scores_gemma":[0.9986229,0.00005588561,0.0008079054,0.00025831777,0.00015945952,0.00009551858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021837658,0.00022636725,0.0005849125,0.00004760415,0.00005937439,0.000042971875,0.00026202822,0.000036118374,0.00044981463],"category_scores_gemma":[0.0000012234073,0.00019094205,0.00014205591,0.00024294948,0.000029624895,0.00013336746,0.000034341105,0.0002629689,0.000024821667],"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":[0.0003190475,0.0016333968,0.010518612,0.000022467419,0.00037718928,0.0000056653284,0.00076948124,0.007426965,0.97723866,0.0005980163,0.00047756016,0.00061294955],"study_design_scores_gemma":[0.0038585127,0.0007709264,0.0018955192,0.000054152497,0.00028433456,0.0000015936013,0.0022855045,0.00009405508,0.98034704,0.009009692,0.0010771967,0.00032147518],"about_ca_topic_score_codex":0.00012213545,"about_ca_topic_score_gemma":0.0000023210007,"teacher_disagreement_score":0.008623093,"about_ca_system_score_codex":0.000031245756,"about_ca_system_score_gemma":0.00009857492,"threshold_uncertainty_score":0.77863914},"labels":[],"label_agreement":null},{"id":"W1968767266","doi":"10.1063/1.2214361","title":"Dynamic coupling of piezoelectric effects, spontaneous polarization, and strain in lattice-mismatched semiconductor quantum-well heterostructures","year":2006,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"Louisiana Board of Regents; Ohio Board of Regents; National Science Foundation","keywords":"Piezoelectricity; Condensed matter physics; Wurtzite crystal structure; Heterojunction; Quantum well; Materials science; Semiconductor; Wide-bandgap semiconductor; Lattice (music); Quantum; Polarization (electrochemistry); Physics; Optoelectronics; Chemistry; Optics; Composite material; Quantum mechanics; Diffraction","score_opus":0.004733275915301015,"score_gpt":0.2149082525219839,"score_spread":0.21017497660668288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968767266","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":[0.9987173,0.00011405054,0.00069127005,0.000004454685,0.000145322,0.00019417399,0.00004353076,0.000006634769,0.00008324596],"genre_scores_gemma":[0.99908215,0.0000055488604,0.00058910676,0.000019372597,0.00022205868,0.000002301084,0.000040211915,0.000029285777,0.000009956089],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987944,0.000016774156,0.000614076,0.0001598926,0.00018648565,0.00022841257],"domain_scores_gemma":[0.9989059,0.00012668663,0.0006965086,0.00012806279,0.00008633734,0.000056485915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016404767,0.00020967652,0.00050382916,0.000096821816,0.0000408191,0.000049011727,0.00014049816,0.000062867344,0.000023820166],"category_scores_gemma":[0.000002596389,0.00018752058,0.00008394645,0.0001926608,0.000044514272,0.00011315736,0.000020701207,0.00022303074,0.0000011384386],"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":[0.00007715303,0.00010713569,0.00529508,0.000121407495,0.000051651135,0.000010818952,0.00017434864,0.006835845,0.9824839,0.0042002704,0.0000118393855,0.0006305125],"study_design_scores_gemma":[0.0044051204,0.00033469233,0.023282617,0.00027611107,0.0003157488,0.00006478727,0.00062977965,0.02295828,0.824307,0.12261327,0.000063316795,0.00074922835],"about_ca_topic_score_codex":0.0001265864,"about_ca_topic_score_gemma":0.0000069788043,"teacher_disagreement_score":0.15817688,"about_ca_system_score_codex":0.000035199533,"about_ca_system_score_gemma":0.00007101254,"threshold_uncertainty_score":0.7646867},"labels":[],"label_agreement":null},{"id":"W1968981114","doi":"10.1039/c4nr01608d","title":"p-Type dopant incorporation and surface charge properties of catalyst-free GaN nanowires revealed by micro-Raman scattering and X-ray photoelectron spectroscopy","year":2014,"lang":"en","type":"article","venue":"Nanoscale","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"X-ray photoelectron spectroscopy; Nanowire; Dopant; Materials science; Raman spectroscopy; Doping; Raman scattering; Phonon; Spectroscopy; Scattering; Plasmon; Analytical Chemistry (journal); Optoelectronics; Condensed matter physics; Nuclear magnetic resonance; Optics; Chemistry; Physics","score_opus":0.009061230334137742,"score_gpt":0.21062862960320336,"score_spread":0.2015673992690656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968981114","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":[0.99864936,0.00058644393,0.000025362271,0.00011621516,0.00012413821,0.0002608146,0.00005850741,0.000021893522,0.00015723698],"genre_scores_gemma":[0.9992562,0.000025888163,0.00026902737,0.00003640603,0.000090871494,0.000008470321,0.00006471071,0.000023906747,0.00022453375],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99905944,0.000060434377,0.00026438406,0.0002793054,0.000103454106,0.00023298014],"domain_scores_gemma":[0.9994057,0.000015828602,0.00018719751,0.00026959114,0.000054416167,0.00006730081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018315674,0.00018029817,0.0003095037,0.000032181182,0.0000989861,0.00006920594,0.00012952926,0.0000474832,0.000043645003],"category_scores_gemma":[0.0000072261646,0.0001525583,0.00002853868,0.000071702925,0.000087608525,0.00013965985,0.00004834178,0.00006812799,0.0000046223004],"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":[0.00004147503,0.000040654737,0.021297628,0.00010104193,0.000028739789,1.028267e-7,0.00020754128,9.761269e-7,0.97737646,0.00006806495,0.00072428765,0.000113024056],"study_design_scores_gemma":[0.00051466585,0.00015085228,0.0010157857,0.000080562364,0.000037826932,8.381551e-7,0.00005778896,0.000063890715,0.99674577,0.00016900268,0.0009887827,0.00017421322],"about_ca_topic_score_codex":0.001003342,"about_ca_topic_score_gemma":0.000024563484,"teacher_disagreement_score":0.020281842,"about_ca_system_score_codex":0.000011946303,"about_ca_system_score_gemma":0.000025850748,"threshold_uncertainty_score":0.6221147},"labels":[],"label_agreement":null},{"id":"W1969643485","doi":"10.1063/1.4799167","title":"High conductivity in Si-doped GaN wires","year":2013,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Optina Diagnostics (Canada)","funders":"Agence Nationale de la Recherche","keywords":"Cathodoluminescence; Electrical resistivity and conductivity; Materials science; Epitaxy; Doping; Dopant; Conductivity; Wide-bandgap semiconductor; Luminescence; Metalorganic vapour phase epitaxy; Analytical Chemistry (journal); Condensed matter physics; Optoelectronics; Chemistry; Nanotechnology","score_opus":0.01211665276330654,"score_gpt":0.2153964483801826,"score_spread":0.20327979561687606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969643485","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":[0.9957238,0.0000026821706,0.000331546,0.00046904685,0.0002477934,0.0004574901,0.000027495871,0.00004413923,0.0026959984],"genre_scores_gemma":[0.99729216,3.7293344e-7,0.00022315858,0.0014698888,0.00063954067,0.00019566155,0.00010145548,0.000037010304,0.000040753104],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988255,0.00003474985,0.00024695412,0.0003534743,0.00014242873,0.0003969122],"domain_scores_gemma":[0.99937725,0.000059916536,0.00012655517,0.00033553844,0.000022235241,0.00007852572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007532139,0.00024802628,0.00033021014,0.000036924008,0.00006546198,0.000108361055,0.0002057721,0.00003387257,0.0007636625],"category_scores_gemma":[7.4900976e-7,0.00023822415,0.000071039634,0.00015293265,0.00007295345,0.0002429362,0.00004450005,0.00017132948,0.00042531497],"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":[0.000005721608,0.000088893794,0.0027459713,0.000013181388,0.000034505592,6.889519e-7,0.00017022168,0.00033181917,0.9698553,0.02141435,0.0028175726,0.0025217535],"study_design_scores_gemma":[0.0012981765,0.000015580277,0.007074393,0.000021293145,0.00002922838,1.9059931e-7,0.00031494835,0.000038609793,0.97603816,0.013393198,0.0011595922,0.0006166082],"about_ca_topic_score_codex":0.0036799088,"about_ca_topic_score_gemma":0.0000062357017,"teacher_disagreement_score":0.008021153,"about_ca_system_score_codex":0.000025829431,"about_ca_system_score_gemma":0.000021392338,"threshold_uncertainty_score":0.9714499},"labels":[],"label_agreement":null},{"id":"W1970409007","doi":"10.1063/1.3671117","title":"Electron mobility limited by scattering from screened positively charged dislocation lines within indium nitride","year":2011,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":28,"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, Okanagan Campus; University of British Columbia","funders":"","keywords":"Dislocation; Materials science; Indium; Gallium nitride; Indium gallium nitride; Electron mobility; Wide-bandgap semiconductor; Condensed matter physics; Semiconductor; Nitride; Indium nitride; Electron; Optoelectronics; Physics; Nanotechnology; Composite material","score_opus":0.01567181815681363,"score_gpt":0.21426254915750637,"score_spread":0.19859073100069274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970409007","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":[0.9934133,0.000010069581,0.0050684502,0.00010701654,0.00016320843,0.00045296043,0.00030505582,0.00008923627,0.00039064436],"genre_scores_gemma":[0.9959733,8.184599e-7,0.00059842656,0.0011292304,0.0005819525,0.00014511353,0.001504895,0.000054905788,0.000011367531],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985012,0.000050209073,0.00036501954,0.00051290856,0.00017637112,0.00039428138],"domain_scores_gemma":[0.9991208,0.000047827598,0.000302124,0.00038447193,0.000045707995,0.00009909589],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012111111,0.00033077426,0.00033564048,0.000036606423,0.00014276327,0.000077661716,0.0002652356,0.000054489767,0.00013649063],"category_scores_gemma":[0.0000013072867,0.00033420333,0.00009467385,0.00017084804,0.00007665506,0.000201304,0.00005553377,0.00019781257,0.00008572314],"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":[0.000091367874,0.00017630015,0.005883312,0.000012018581,0.00012874443,2.896749e-7,0.0007016979,0.000033287906,0.9908911,0.0012268735,0.00035476603,0.00050026487],"study_design_scores_gemma":[0.0005837998,0.000021921775,0.0071517564,0.000019646915,0.00007525603,6.430219e-8,0.00012050526,0.0000370438,0.9903828,0.0011561915,0.00007105547,0.0003799754],"about_ca_topic_score_codex":0.0020056914,"about_ca_topic_score_gemma":0.000004044732,"teacher_disagreement_score":0.004470024,"about_ca_system_score_codex":0.00003915196,"about_ca_system_score_gemma":0.000027373471,"threshold_uncertainty_score":0.999911},"labels":[],"label_agreement":null},{"id":"W1972133030","doi":"10.1116/1.1926307","title":"Ammonia molecular beam epitaxy growth of p-type GaN and application to bipolar junction transistors","year":2005,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology B Microelectronics and Nanometer Structures Processing Measurement and Phenomena","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Institute for Microstructural Sciences","funders":"","keywords":"Materials science; Molecular beam epitaxy; Substrate (aquarium); Optoelectronics; Full width at half maximum; Analytical Chemistry (journal); Doping; Bipolar junction transistor; Epitaxy; Transistor; Nanotechnology; Chemistry; Layer (electronics)","score_opus":0.007324250559581533,"score_gpt":0.2237002452644913,"score_spread":0.21637599470490979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972133030","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":[0.9862403,0.008294546,0.004815969,0.00040233,0.000069541755,0.00015170829,0.0000028774175,0.000008829764,0.000013864455],"genre_scores_gemma":[0.9975048,0.00011781318,0.0022483454,0.000049398957,0.00006193238,0.0000033882175,8.3884424e-7,0.000011083206,0.0000024357823],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99875003,0.000015127991,0.0003945192,0.0002747386,0.00026650276,0.0002991024],"domain_scores_gemma":[0.9989577,0.0000054065363,0.0003800289,0.00011187776,0.0004384466,0.000106558735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063465984,0.00017759723,0.0003066658,0.00064086035,0.00021842906,0.00008753746,0.00021572062,0.000057652247,0.000004068685],"category_scores_gemma":[0.000009402354,0.00014343805,0.000032586933,0.000674927,0.00026655337,0.0002573204,0.00003576873,0.00016783836,1.2183267e-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":[0.00003608727,0.000027755885,0.0023747755,0.00003892102,0.000031042462,1.3083006e-7,0.00025461387,0.000008983702,0.93695694,0.0012980383,0.000003145217,0.05896955],"study_design_scores_gemma":[0.0005891781,0.00066700927,0.0021905296,0.000056932924,0.000120065575,0.000022421891,0.0001654241,0.000058579295,0.9836989,0.010338904,0.0018716828,0.00022037119],"about_ca_topic_score_codex":0.0000134253305,"about_ca_topic_score_gemma":0.0000027177828,"teacher_disagreement_score":0.058749177,"about_ca_system_score_codex":0.00007133063,"about_ca_system_score_gemma":0.00019521205,"threshold_uncertainty_score":0.58492345},"labels":[],"label_agreement":null},{"id":"W1972167748","doi":"10.1063/1.4792699","title":"Probing the electrical transport properties of intrinsic InN nanowires","year":2013,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; McGill University","funders":"Army Research Office","keywords":"Nanowire; Ohmic contact; Materials science; Thermal conduction; Electron mobility; Condensed matter physics; Space charge; Electron; Optoelectronics; Electrical resistivity and conductivity; Wide-bandgap semiconductor; Scanning electron microscope; Electron transport chain; Charge carrier; Atmospheric temperature range; Nanotechnology; Chemistry; Physics","score_opus":0.012176681294121952,"score_gpt":0.1917967473661227,"score_spread":0.17962006607200076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972167748","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":[0.99752367,0.000015012024,0.00029663765,0.0007428231,0.00008229462,0.00055629405,0.000005779785,0.00002716899,0.00075034954],"genre_scores_gemma":[0.9979673,8.470609e-7,0.000067708905,0.0014243841,0.0002663425,0.00021288756,0.000017896784,0.000025125102,0.000017491659],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990982,0.000021268888,0.00025804702,0.00019858227,0.00015535293,0.00026856773],"domain_scores_gemma":[0.999514,0.0000249067,0.00013564496,0.00025328068,0.00003609606,0.00003606147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000067419554,0.00017334374,0.00023425721,0.00002055959,0.00008695293,0.000039230574,0.00023315649,0.000019947149,0.00009296223],"category_scores_gemma":[4.5646186e-7,0.000112623326,0.00008797727,0.00015616258,0.00010481217,0.000108074935,0.000024472358,0.00013284791,0.000050802686],"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":[0.000008129585,0.000050856914,0.00092485733,0.000022026543,0.00006315696,9.626106e-8,0.0005709529,0.000067398614,0.98131394,0.011203039,0.0012292335,0.0045462814],"study_design_scores_gemma":[0.00030027286,0.000013407112,0.00096394174,0.000024041901,0.000039188366,1.5890123e-7,0.00016408003,0.000019277766,0.99606144,0.00095107197,0.0012583139,0.00020478651],"about_ca_topic_score_codex":0.0004788763,"about_ca_topic_score_gemma":6.237518e-7,"teacher_disagreement_score":0.014747488,"about_ca_system_score_codex":0.000010824745,"about_ca_system_score_gemma":0.000030963452,"threshold_uncertainty_score":0.4592646},"labels":[],"label_agreement":null},{"id":"W1972506432","doi":"10.1002/pssa.201026489","title":"Effects of polarization charge on the photovoltaic properties of InGaN solar cells","year":2010,"lang":"en","type":"article","venue":"physica status solidi (a)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":102,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Crosslight Software (Canada)","funders":"","keywords":"Optoelectronics; Photovoltaic system; Polarization (electrochemistry); Materials science; Open-circuit voltage; Electric field; Charge carrier; Voltage; Solar cell; Short circuit; Theory of solar cells; Charge (physics); Solar cell efficiency; Physics; Electrical engineering; Chemistry","score_opus":0.00971321606769487,"score_gpt":0.21399672202230313,"score_spread":0.20428350595460826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972506432","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":[0.9987202,0.000013131818,0.000022322956,0.000026013426,0.00031407978,0.00039381353,0.00007403093,0.000014693398,0.0004217039],"genre_scores_gemma":[0.9995944,0.0000031822829,0.00002844924,0.00003968818,0.00019367808,0.00003324589,0.000014735806,0.000024642613,0.00006799967],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991561,0.000057699242,0.00020792625,0.00016264805,0.00016353262,0.00025207223],"domain_scores_gemma":[0.9992454,0.000085274434,0.0002504275,0.0002789268,0.00009053899,0.00004945423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008877987,0.0001557964,0.0002571289,0.000036952053,0.000081715814,0.00002520086,0.00016020412,0.000031127365,0.00007923008],"category_scores_gemma":[0.000010776318,0.00010320868,0.00009845999,0.00010907273,0.000084432584,0.00009231964,0.000037135076,0.00015835975,0.00002417377],"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":[0.000017409233,0.00023473924,0.0005263763,0.0001364664,0.000045050972,8.238304e-8,0.00073759555,0.0000026783848,0.99114895,0.0069285883,0.000093161245,0.00012890967],"study_design_scores_gemma":[0.0002560186,0.00007199648,0.000368903,0.000061794504,0.000037347152,2.0844656e-8,0.00007774826,0.00008166954,0.997557,0.00034991064,0.0010276884,0.00010992395],"about_ca_topic_score_codex":0.0006872757,"about_ca_topic_score_gemma":0.0000027774306,"teacher_disagreement_score":0.0065786773,"about_ca_system_score_codex":0.0000048548727,"about_ca_system_score_gemma":0.00005608088,"threshold_uncertainty_score":0.42087278},"labels":[],"label_agreement":null},{"id":"W1972689021","doi":"10.1016/s0254-0584(03)00228-1","title":"Two-step epitaxial lateral overgrowth of GaN","year":2003,"lang":"en","type":"article","venue":"Materials Chemistry and Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Institute for Microstructural Sciences","funders":"National Science Council","keywords":"Epitaxy; Materials science; Etch pit density; Basal plane; Surface finish; Root mean square; Optoelectronics; Two step; Surface roughness; Layer (electronics); Morphology (biology); Optics; Etching (microfabrication); Crystallography; Composite material; Chemistry; Geology","score_opus":0.008199673279724528,"score_gpt":0.22316392116168923,"score_spread":0.2149642478819647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972689021","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":[0.9906608,0.000018080707,0.00009458227,0.0000069085454,0.00024972018,0.00008308053,0.0003000875,0.000016217115,0.008570535],"genre_scores_gemma":[0.9988299,0.0000027920853,0.00026893974,0.00001955421,0.0005193759,0.000010467048,0.0001155504,0.000020528001,0.00021291901],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99913657,0.000043131025,0.00028500578,0.00022098879,0.00009170732,0.00022261607],"domain_scores_gemma":[0.99947727,0.000023058748,0.00018070529,0.00020657625,0.00003969523,0.00007272342],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011587553,0.00019843731,0.00033653737,0.000003483434,0.000059392187,0.0000649926,0.0000910613,0.00004464819,0.0018855027],"category_scores_gemma":[0.0000033848314,0.00018620593,0.000057388454,0.000045010627,0.00006546695,0.00009855149,0.000025679341,0.00004902398,0.000008980927],"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":[0.000025001218,0.00006301346,0.0018961532,0.00016220672,0.000040641207,6.978709e-7,0.00007471212,0.0000036106885,0.9848227,0.012644763,0.0000617835,0.00020474548],"study_design_scores_gemma":[0.00063024106,0.000016990223,0.00018331873,0.000032818665,0.000032904278,0.0000014282432,0.00006078383,0.0000033561164,0.98976874,0.008157499,0.0009128945,0.00019899577],"about_ca_topic_score_codex":0.00014311247,"about_ca_topic_score_gemma":2.1267505e-7,"teacher_disagreement_score":0.008357616,"about_ca_system_score_codex":0.0000055275123,"about_ca_system_score_gemma":0.000030930056,"threshold_uncertainty_score":0.9990269},"labels":[],"label_agreement":null},{"id":"W1973500152","doi":"10.1117/12.2018238","title":"Using high-power LEDs in harsh environments","year":2013,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Université Laval","funders":"","keywords":"Light-emitting diode; Computer science; Energy consumption; Footprint; Process (computing); LED lamp; Power (physics); Degradation (telecommunications); Junction temperature; Automotive engineering; Electronic engineering; Electrical engineering; Engineering; Telecommunications; Physics","score_opus":0.012664757577961738,"score_gpt":0.2261317078322674,"score_spread":0.21346695025430568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973500152","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":[0.997425,0.000024409286,0.000018835188,0.0004254387,0.00025908768,0.00051600026,0.000050163428,0.000020996558,0.0012600201],"genre_scores_gemma":[0.9732181,0.000007597503,0.026085624,0.000059203336,0.0002836903,0.000120228564,0.000011704945,0.00004731566,0.00016655715],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983165,1.3441485e-8,0.0005979469,0.0003157145,0.00038943332,0.00038033727],"domain_scores_gemma":[0.9991645,0.000052812018,0.00031894335,0.000052594307,0.000315231,0.00009591285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028766424,0.00027419388,0.00037666515,0.0000778247,0.00005092011,0.00012783894,0.0005865324,0.000109205,0.00027075445],"category_scores_gemma":[0.000040335468,0.00023269044,0.00034518845,0.00015726713,0.000119513184,0.00063562667,0.00013543385,0.00020166102,0.0000066439297],"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":[0.00001478482,0.00011226554,0.0028687995,0.00009170215,0.00018233844,2.3511333e-8,0.00011433718,0.000119362034,0.79337114,0.20229897,0.00074254116,0.00008373258],"study_design_scores_gemma":[0.0032563575,0.00032796676,0.011038324,0.00062843284,0.00023347272,0.0000047191406,0.0038532629,0.018243466,0.9440964,0.01163351,0.005650835,0.0010332471],"about_ca_topic_score_codex":0.00016504966,"about_ca_topic_score_gemma":9.3400786e-8,"teacher_disagreement_score":0.19066545,"about_ca_system_score_codex":0.00010297187,"about_ca_system_score_gemma":0.00001968569,"threshold_uncertainty_score":0.948884},"labels":[],"label_agreement":null},{"id":"W1973537792","doi":"10.1117/12.696651","title":"Modeling of GaN based resonant-cavity light-emitting diode","year":2007,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Crosslight Software (Canada)","funders":"","keywords":"Physics; Light-emitting diode; Coupling (piping); Envelope (radar); Diode; Spontaneous emission; Rate equation; Diffusion; Wave function; Optoelectronics; Computational physics; Optics; Quantum mechanics; Materials science; Telecommunications","score_opus":0.013279424871946471,"score_gpt":0.23661641097524275,"score_spread":0.22333698610329628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973537792","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":[0.99535197,0.00004832712,0.00039604853,0.00048872136,0.00023759557,0.0003782004,0.00007673999,0.0000463655,0.002976039],"genre_scores_gemma":[0.9651546,0.0000053083577,0.034119666,0.000045172666,0.0005323877,0.00003381834,0.000013023844,0.000051298368,0.000044714096],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99769354,1.8636719e-8,0.00092710124,0.00035786827,0.0005660831,0.0004554092],"domain_scores_gemma":[0.9978157,0.00013188952,0.0004917824,0.000071201444,0.0013600553,0.00012933262],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011475604,0.0003091391,0.00049744145,0.00009887954,0.000085365784,0.00007403899,0.00071662915,0.00013722504,0.00003053486],"category_scores_gemma":[0.00014625594,0.00026112868,0.00065663364,0.00023843606,0.00010362363,0.00035330318,0.00008319339,0.00025072548,8.760901e-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":[0.0000802756,0.00012301382,0.0017234826,0.0003872104,0.00022326988,4.25545e-8,0.00016782348,0.0004557127,0.82485026,0.17150037,0.00022348424,0.00026505426],"study_design_scores_gemma":[0.00095142465,0.00013442728,0.00026806773,0.0004329907,0.00014746335,0.0000013505585,0.001612069,0.09279138,0.9013009,0.0012635798,0.00077226735,0.00032409138],"about_ca_topic_score_codex":0.00007390948,"about_ca_topic_score_gemma":2.5655066e-7,"teacher_disagreement_score":0.1702368,"about_ca_system_score_codex":0.00007187501,"about_ca_system_score_gemma":0.0000434442,"threshold_uncertainty_score":0.9999841},"labels":[],"label_agreement":null},{"id":"W1974847994","doi":"10.5539/mas.v3n2p172","title":"The Structure and Optical Performance of InGaN/GaN Multiple Quantum Wells Grown on C-plane Sapphire","year":2009,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Quantum well; Sapphire; Materials science; Dislocation; Epitaxy; Optoelectronics; Penetration (warfare); Quantum; Wavelength; Penetration depth; Optics; Condensed matter physics; Physics; Laser; Composite material; Quantum mechanics; Mathematics","score_opus":0.009016405954640308,"score_gpt":0.2191652620208566,"score_spread":0.21014885606621628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974847994","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":[0.9981477,0.000015614694,0.00028896547,0.00009259008,0.00008840027,0.00016303273,0.000021050555,0.000012478761,0.0011701189],"genre_scores_gemma":[0.9996675,0.0000027559279,0.00013605888,0.00008910866,0.000068648704,0.0000024310293,0.000005031823,0.000005574968,0.00002289053],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99901515,0.0000072728776,0.00017232583,0.00027432275,0.00024706306,0.00028386537],"domain_scores_gemma":[0.9994897,0.000054143038,0.00008803752,0.00025630224,0.000030626357,0.00008113965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021623592,0.00012801104,0.00014972364,0.000027196336,0.00034580217,0.00013116012,0.00031332523,0.000026513311,0.000014922786],"category_scores_gemma":[0.0000034671443,0.00008285982,0.000018412049,0.00012209495,0.0003170933,0.00012064956,0.00003332351,0.00010951024,0.00000415486],"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":[0.000031625175,0.000025412519,0.0015347406,0.0000062463887,0.0000030897436,1.2348947e-7,0.00020954301,0.00016375052,0.96785724,0.020491907,0.000011586388,0.00966473],"study_design_scores_gemma":[0.00037585033,0.00012651215,0.02153528,0.000020884929,0.000010474216,0.0000010208877,0.00014249232,0.025212014,0.9440307,0.008183873,0.00017757909,0.00018332439],"about_ca_topic_score_codex":0.000016253352,"about_ca_topic_score_gemma":0.0000011010926,"teacher_disagreement_score":0.025048265,"about_ca_system_score_codex":0.000008683875,"about_ca_system_score_gemma":0.00004952542,"threshold_uncertainty_score":0.33789253},"labels":[],"label_agreement":null},{"id":"W1975290782","doi":"10.1063/1.2345226","title":"Ga N ∕ Al Ga N ultraviolet/infrared dual-band detector","year":2006,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Infrared; Ultraviolet; Optoelectronics; Materials science; Band gap; Heterojunction; Wide-bandgap semiconductor; Absorption (acoustics); Detector; Optics; Physics","score_opus":0.007466711895895183,"score_gpt":0.2068899686212892,"score_spread":0.19942325672539402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975290782","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":[0.9863327,0.000011295098,0.0015848383,0.0002184649,0.00034155833,0.00034050594,0.00015565711,0.000099653626,0.01091529],"genre_scores_gemma":[0.9949908,5.4283834e-7,0.00028442347,0.0022494108,0.0017628302,0.00010190284,0.00038204328,0.00006707195,0.00016092323],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99839205,0.000027304135,0.00034248774,0.00046708412,0.00023640956,0.0005346682],"domain_scores_gemma":[0.99918336,0.00006124951,0.00019671046,0.00043421588,0.000029892266,0.000094558374],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008019318,0.00036214053,0.00036151774,0.00003723107,0.00015753126,0.00014808575,0.00020300805,0.000047025267,0.00040040349],"category_scores_gemma":[5.18215e-7,0.0003585944,0.00016182095,0.00015308702,0.00008760003,0.00012120551,0.00003152043,0.00018331881,0.00024195653],"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":[0.00001960573,0.00008928916,0.0016174307,0.000014824978,0.00005512699,0.000002686171,0.00007160521,0.0003097584,0.9734177,0.007728423,0.015986303,0.0006872622],"study_design_scores_gemma":[0.0012435744,0.000017888442,0.0022315686,0.000019599012,0.00007402094,7.800464e-7,0.00008374892,0.000011919538,0.9701063,0.0045991833,0.020968378,0.0006430477],"about_ca_topic_score_codex":0.0004512706,"about_ca_topic_score_gemma":0.0000027682418,"teacher_disagreement_score":0.010754366,"about_ca_system_score_codex":0.000023158673,"about_ca_system_score_gemma":0.000029996356,"threshold_uncertainty_score":0.99988663},"labels":[],"label_agreement":null},{"id":"W1975893689","doi":"10.1134/s1063784208120116","title":"Growth of single-crystalline GaN layers in a horizontal reactor by chloride epitaxy","year":2008,"lang":"en","type":"article","venue":"Technical Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Impact","funders":"","keywords":"Epitaxy; Materials science; Growth rate; Crystallite; Substrate (aquarium); Diffusion; Chloride; Chemical engineering; Layer (electronics); Composite material; Thermodynamics; Metallurgy; Geometry; Geology","score_opus":0.020670588791333565,"score_gpt":0.23283688163756897,"score_spread":0.2121662928462354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975893689","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":[0.9961539,0.00002057672,0.0009131603,0.000054906628,0.00007840589,0.00020056349,0.00017815563,0.000062265455,0.0023380632],"genre_scores_gemma":[0.9991917,0.0000052953483,0.00026973282,0.000035182467,0.00027553542,0.00001981837,0.00013360182,0.000032032247,0.00003709156],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988261,0.000025534393,0.0004035195,0.00026615214,0.00018701408,0.00029168863],"domain_scores_gemma":[0.99933934,0.000067560344,0.00018420152,0.00026695715,0.000056148998,0.0000857606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000088131,0.00020073631,0.00040639238,0.00003294192,0.00003187155,0.000010498989,0.00022836644,0.00006687448,0.000088444845],"category_scores_gemma":[0.000010193858,0.00019024177,0.00013293567,0.00021785397,0.00012338092,0.00014766843,0.000048745984,0.00017774284,0.0000120126615],"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":[0.00004014271,0.00053054426,0.0039249,0.000019436318,0.000017262893,0.0000033112924,0.0000545028,0.000003683649,0.9887332,0.005324728,0.0010984566,0.00024983916],"study_design_scores_gemma":[0.0008459737,0.00023546116,0.0010276115,0.000053506865,0.000022566472,0.0000017588729,0.000055392735,0.000017404307,0.98782283,0.008565557,0.0010256806,0.00032627684],"about_ca_topic_score_codex":0.0007954011,"about_ca_topic_score_gemma":0.0000072927205,"teacher_disagreement_score":0.0032408296,"about_ca_system_score_codex":0.00004248505,"about_ca_system_score_gemma":0.000044556004,"threshold_uncertainty_score":0.7757834},"labels":[],"label_agreement":null},{"id":"W1976143363","doi":"10.1109/tdmr.2012.2187901","title":"Investigation of the High-Temperature Operation of AlGaN/GaN HFETs via Studying the Impact of Temperature Dependency of Drift Transport Characteristics","year":2012,"lang":"en","type":"article","venue":"IEEE Transactions on Device and Materials Reliability","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"CMC Microsystems","keywords":"Materials science; Gallium nitride; Velocity overshoot; Reliability (semiconductor); Drift velocity; Optoelectronics; Voltage; Electric field; Atmospheric temperature range; Temperature measurement; Monte Carlo method; Wide-bandgap semiconductor; Power (physics); Electrical engineering; Thermodynamics; Nanotechnology; Physics; Engineering","score_opus":0.013134088227614487,"score_gpt":0.24445229132457014,"score_spread":0.23131820309695564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976143363","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":[0.9972251,0.000021993386,0.0002939578,0.000045088702,0.00062522694,0.00062980945,0.0011457159,0.000007658542,0.000005428664],"genre_scores_gemma":[0.9997144,0.000015476859,0.00006421775,0.000014331731,0.00008553143,0.000027710055,0.000053900898,0.000017194288,0.000007259869],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983532,0.0002682519,0.0007884322,0.00019014093,0.00020924667,0.00019072997],"domain_scores_gemma":[0.9986573,0.00009711425,0.0004963725,0.00044562545,0.00023937516,0.00006422981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000705467,0.00021885401,0.00053470396,0.00004473921,0.00012111557,0.000017389326,0.00017409425,0.00012612411,0.00020761097],"category_scores_gemma":[0.000005357853,0.00012729234,0.00016629633,0.00015779691,0.00016669871,0.00024923522,0.0000031115067,0.00014289438,6.1907417e-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":[0.00009025892,0.0001842068,0.017410738,0.00030038808,0.000098734905,3.0574967e-8,0.001344448,0.0002250535,0.9801404,0.00006429353,0.0000033960862,0.00013803683],"study_design_scores_gemma":[0.00030301925,0.000106023275,0.12173758,0.00010759659,0.00016858711,7.6272454e-7,0.00021437688,0.000005474256,0.87713367,0.00012188716,0.0000026253188,0.000098426855],"about_ca_topic_score_codex":0.0023954338,"about_ca_topic_score_gemma":0.000024794057,"teacher_disagreement_score":0.104326844,"about_ca_system_score_codex":0.00002001131,"about_ca_system_score_gemma":0.0001111486,"threshold_uncertainty_score":0.5190831},"labels":[],"label_agreement":null},{"id":"W1976155510","doi":"10.1117/12.2041284","title":"Phosphor-free InGaN/GaN/AlGaN core-shell dot-in-a-wire white light-emitting diodes","year":2014,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Phosphor; Materials science; Optoelectronics; Light-emitting diode; Diode; Nanowire; Color rendering index; Indium gallium nitride; White light; Core (optical fiber); Quantum dot; Wide-bandgap semiconductor; Gallium nitride; Layer (electronics); Nanotechnology; Composite material","score_opus":0.009758476119537871,"score_gpt":0.21949159069348415,"score_spread":0.20973311457394628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976155510","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":[0.9915714,0.000056408622,0.000024054183,0.0011848893,0.00039158296,0.00046094976,0.00008064536,0.00006707048,0.0061629806],"genre_scores_gemma":[0.97704124,0.000014351131,0.021523977,0.000106968575,0.00087210024,0.000110911504,0.000020963356,0.000080371494,0.00022909278],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997481,3.240763e-8,0.00089232216,0.0005032516,0.0005550209,0.00056837464],"domain_scores_gemma":[0.99815863,0.00013689804,0.00054368266,0.00011710747,0.00089037395,0.00015332452],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00082939904,0.00042728407,0.0006103984,0.000105287545,0.00010675225,0.00019219829,0.0012596083,0.00016454975,0.00005881805],"category_scores_gemma":[0.0002696499,0.0003630175,0.00060601137,0.00030009536,0.00013743267,0.000507563,0.00022829423,0.00035745886,0.0000037465481],"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":[0.000048168713,0.000114413604,0.008968682,0.0003405124,0.00021973149,5.668795e-8,0.00038602905,0.000074384276,0.68810827,0.29955047,0.001886347,0.00030296177],"study_design_scores_gemma":[0.003114893,0.00037260694,0.0031145974,0.0010811114,0.00025838506,0.000006115912,0.0038352944,0.016012957,0.9491525,0.010766723,0.0112746125,0.0010101683],"about_ca_topic_score_codex":0.00005890834,"about_ca_topic_score_gemma":4.5893677e-7,"teacher_disagreement_score":0.28878376,"about_ca_system_score_codex":0.00009906641,"about_ca_system_score_gemma":0.000032757922,"threshold_uncertainty_score":0.99988216},"labels":[],"label_agreement":null},{"id":"W1976398908","doi":"10.1063/1.4865658","title":"Tunnel optical radiation in InxGa1−xN","year":2014,"lang":"en","type":"article","venue":"AIP conference proceedings","topic":"GaN-based semiconductor devices and materials","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":"Lakehead University","funders":"","keywords":"Linear combination of atomic orbitals; Electronic band structure; Electron; Materials science; Valence (chemistry); Epitaxy; Spectral line; Atomic physics; Atomic orbital; Semimetal; Condensed matter physics; Molecular physics; Optoelectronics; Chemistry; Band gap; Physics; Nanotechnology","score_opus":0.017181339089819832,"score_gpt":0.24405205674363428,"score_spread":0.22687071765381445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976398908","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":[0.9782198,0.0000058770656,0.0010279067,0.00035303237,0.00014516072,0.00014152551,0.000004495073,0.000034253477,0.02006792],"genre_scores_gemma":[0.9990804,0.0000025441004,0.00027321378,0.00014066459,0.00028859402,0.000038493647,0.00001834081,0.000013182388,0.00014451778],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9991278,0.000007942954,0.00023079525,0.00025411742,0.00011256517,0.00026678413],"domain_scores_gemma":[0.9996246,0.000028127828,0.00009018249,0.0000727563,0.00009968804,0.00008465515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021875028,0.00014028946,0.00020163367,0.0000667975,0.00004209199,0.00014682412,0.00013325003,0.000052463933,0.0005741482],"category_scores_gemma":[0.000022770068,0.00013198503,0.00003583576,0.00010760215,0.00003825567,0.0002686649,0.000037098678,0.000120616074,0.00008346797],"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":[0.000023602546,0.000115140436,0.26941225,0.000059546874,0.000018160616,4.379516e-7,0.0015028381,0.0000014818381,0.38754156,0.3130789,0.0008399365,0.027406154],"study_design_scores_gemma":[0.0069699655,0.00079327606,0.3844813,0.0006357664,0.0001515467,0.000008026104,0.006329563,0.039617904,0.29779166,0.20397244,0.05648224,0.0027663186],"about_ca_topic_score_codex":0.0001720434,"about_ca_topic_score_gemma":0.0000037605341,"teacher_disagreement_score":0.115069054,"about_ca_system_score_codex":0.000018578094,"about_ca_system_score_gemma":0.000041167674,"threshold_uncertainty_score":0.628652},"labels":[],"label_agreement":null},{"id":"W1976704916","doi":"10.1364/cleo_at.2014.af2p.6","title":"Impact of Surface Recombination on the Performance of Phosphor-Free InGaN/GaN Nanowire White Light Emitting Diodes","year":2014,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"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":"Light-emitting diode; Optoelectronics; Phosphor; Materials science; Nanowire; Heterojunction; Diode; Indium gallium nitride; Wide-bandgap semiconductor; Gallium nitride; Layer (electronics); Nanotechnology","score_opus":0.00922110879332741,"score_gpt":0.2312482063222121,"score_spread":0.2220270975288847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976704916","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":[0.99217606,0.000008273196,0.000026047483,0.00013056588,0.00012347703,0.00012801902,0.00002219572,0.0000118313355,0.007373536],"genre_scores_gemma":[0.9994403,0.000002164871,0.00010100384,0.000017239272,0.000053256972,0.0000031611116,0.000013996921,0.000013680344,0.00035515838],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99923944,0.000058344453,0.00028364276,0.00013617442,0.00012610483,0.00015626583],"domain_scores_gemma":[0.9991282,0.00009698871,0.0002765483,0.0003696762,0.00009852849,0.000030037841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040950117,0.00013065072,0.0002217281,0.000023879184,0.00007329134,0.000025343275,0.00024339597,0.000029911505,0.0005467352],"category_scores_gemma":[0.000017547069,0.00007804349,0.000112689595,0.00010124736,0.00002565971,0.000108707485,0.000036218426,0.000067773835,0.00000880755],"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":[0.000034934663,0.00013313268,0.35796055,0.0000611942,0.00008559751,2.6758535e-8,0.0007234301,0.00068799075,0.63143975,0.0054587596,0.0010455449,0.0023691133],"study_design_scores_gemma":[0.00035318546,0.00027242347,0.023587704,0.00011010539,0.000016548907,9.484754e-8,0.00020710296,0.0014281481,0.97336787,0.00038092246,0.00015795536,0.00011796093],"about_ca_topic_score_codex":0.00034456357,"about_ca_topic_score_gemma":0.0000029160335,"teacher_disagreement_score":0.34192812,"about_ca_system_score_codex":0.000013803434,"about_ca_system_score_gemma":0.000027119908,"threshold_uncertainty_score":0.5986367},"labels":[],"label_agreement":null},{"id":"W1976867744","doi":"10.1049/el:20020641","title":"Gate-to-drain separation and transistor cutoff frequency in wet etched AlGaN/GaN HFETs","year":2002,"lang":"en","type":"article","venue":"Electronics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Simon Fraser University","funders":"","keywords":"Cutoff frequency; Materials science; Optoelectronics; Transistor; Fabrication; Cutoff; Field-effect transistor; Drain-induced barrier lowering; Electrical engineering; Voltage","score_opus":0.00987037031446422,"score_gpt":0.23252096770768266,"score_spread":0.22265059739321844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976867744","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":[0.99364793,0.00029085108,0.0005543068,0.0043733926,0.00012911977,0.00029009712,0.000023735915,0.00003171112,0.00065884984],"genre_scores_gemma":[0.9975748,0.000012529365,0.00022544096,0.0018135699,0.0001579007,0.00004113616,0.00005026712,0.00002840871,0.00009596522],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987404,0.00007040215,0.000267558,0.00032981226,0.00011842347,0.0004734176],"domain_scores_gemma":[0.9995971,0.00002788084,0.0000702782,0.0001900278,0.000016711308,0.00009803522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014380406,0.0002013936,0.00023711429,0.00010250773,0.0000671645,0.00007151673,0.00012268679,0.0000472853,0.00050486746],"category_scores_gemma":[0.0000030019544,0.0002105825,0.000053668813,0.00016413037,0.000023907069,0.00015087999,0.000008820439,0.00017597563,0.000059712303],"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":[0.000011544266,0.00005804754,0.002501849,0.00001518981,0.000033344306,0.000003977611,0.0014884395,0.00019181939,0.990837,0.0016157399,0.002019663,0.0012233999],"study_design_scores_gemma":[0.010524578,0.0011721372,0.016954446,0.00028526303,0.00031459765,0.000021429581,0.00084877014,0.007173834,0.7932478,0.010716776,0.15438224,0.0043580784],"about_ca_topic_score_codex":0.0002616583,"about_ca_topic_score_gemma":0.000144756,"teacher_disagreement_score":0.19758914,"about_ca_system_score_codex":0.00006861024,"about_ca_system_score_gemma":0.00002634598,"threshold_uncertainty_score":0.8587305},"labels":[],"label_agreement":null},{"id":"W1976926230","doi":"10.1007/s11661-013-1622-1","title":"Progress in Indium Gallium Nitride Materials for Solar Photovoltaic Energy Conversion","year":2013,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":103,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Photovoltaic system; Engineering physics; Solar energy; Band gap; Optoelectronics; Materials science; Indium; Gallium nitride; Photovoltaics; Indium gallium nitride; Nanotechnology; Electrical engineering; Engineering","score_opus":0.010016209302036443,"score_gpt":0.2208157717797703,"score_spread":0.21079956247773385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976926230","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":[0.984755,0.00007726447,0.013182163,0.00010446913,0.0006721901,0.0007337127,0.00037502623,0.00004549153,0.000054691103],"genre_scores_gemma":[0.9974359,0.000034569686,0.0006236491,0.00007280476,0.00018664692,0.0010018597,0.0001798642,0.00003346646,0.00043123006],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99844515,0.0000997179,0.0005253235,0.00038100508,0.00013841514,0.00041039695],"domain_scores_gemma":[0.99942714,0.000050426428,0.00013564578,0.00015508369,0.00009492502,0.00013675909],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029340663,0.0002574876,0.00054148096,0.00010103072,0.0001459836,0.00035777874,0.00012049837,0.00011259766,0.013198991],"category_scores_gemma":[0.0000018967805,0.00022441917,0.00009249576,0.00009299686,0.00009241878,0.00032587047,0.000015508924,0.000054376553,0.00003977399],"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":[0.00011359177,0.00024245147,0.00005932309,0.00015604834,0.000090407506,0.0000029637176,0.0000680023,0.0000074441473,0.9975651,0.00066695706,0.00010961212,0.00091811665],"study_design_scores_gemma":[0.0017738543,0.00010023008,0.0008138235,0.000056445515,0.000100884994,0.000006702838,0.0001626076,0.000084751664,0.9809164,0.002057,0.013550599,0.0003766921],"about_ca_topic_score_codex":0.0038657633,"about_ca_topic_score_gemma":0.00002971114,"teacher_disagreement_score":0.016648674,"about_ca_system_score_codex":0.00001900286,"about_ca_system_score_gemma":0.000036156787,"threshold_uncertainty_score":0.9877031},"labels":[],"label_agreement":null},{"id":"W1977417292","doi":"10.1063/1.1527225","title":"Dislocation effect on light emission efficiency in gallium nitride","year":2002,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":189,"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":"Dislocation; Gallium nitride; Doping; Materials science; Wide-bandgap semiconductor; Condensed matter physics; Diffusion; Gallium; Carrier lifetime; Atomic physics; Optoelectronics; Silicon; Physics; Thermodynamics; Nanotechnology; Metallurgy","score_opus":0.008763691074606672,"score_gpt":0.2143197287539131,"score_spread":0.20555603767930644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977417292","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":[0.9906914,0.000007720796,0.00036114966,0.00028963658,0.0001970044,0.00035432898,0.0000080527725,0.000038191425,0.008052515],"genre_scores_gemma":[0.99861634,7.8212287e-7,0.000019510915,0.00065189606,0.0004929959,0.00008311369,0.000053791868,0.000028823366,0.000052742747],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989267,0.000039266313,0.0002177508,0.0003323203,0.00017854729,0.0003054171],"domain_scores_gemma":[0.9994503,0.000078960096,0.00010752459,0.00029061586,0.000009790754,0.00006280074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010513781,0.00022516308,0.00023520006,0.00005139092,0.00007755902,0.000053500735,0.00016580988,0.000033745062,0.00019441544],"category_scores_gemma":[0.0000014617247,0.00019705403,0.00007290526,0.00020826406,0.000022370057,0.00007102782,0.00002385734,0.00015798304,0.00028287136],"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":[0.000017171587,0.00014877267,0.0017743182,0.000022177872,0.000011619651,9.2912666e-7,0.00023515864,0.0005966674,0.9876799,0.002629201,0.0019500223,0.0049340576],"study_design_scores_gemma":[0.0009793435,0.000058536996,0.000517702,0.000056481007,0.000022466651,1.01215456e-7,0.000034473927,0.00023941879,0.9957744,0.0003938634,0.0015820344,0.000341211],"about_ca_topic_score_codex":0.00005672952,"about_ca_topic_score_gemma":3.2637232e-7,"teacher_disagreement_score":0.0080944635,"about_ca_system_score_codex":0.00003627504,"about_ca_system_score_gemma":0.0000053258645,"threshold_uncertainty_score":0.80356306},"labels":[],"label_agreement":null},{"id":"W1978035988","doi":"10.1149/06105.0009ecst","title":"(Invited) High Power Phosphor-Free InGaN/GaN/AlGaN Core-Shell Nanowire White Light Emitting Diodes on Si Substrates","year":2014,"lang":"en","type":"article","venue":"ECS Transactions","topic":"GaN-based semiconductor devices and materials","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; McGill University","keywords":"Materials science; Optoelectronics; Light-emitting diode; Nanowire; Phosphor; Diode; Indium gallium nitride; Epitaxy; Color rendering index; Gallium nitride; Nanotechnology; Layer (electronics)","score_opus":0.010001930016798612,"score_gpt":0.21549827928037615,"score_spread":0.20549634926357754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978035988","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":[0.9899739,0.000045446344,0.002329779,0.0011926593,0.0010863488,0.00023667846,0.00027787365,0.00014133083,0.004715986],"genre_scores_gemma":[0.9980319,0.0000052428495,0.00037352755,0.0004201712,0.00033538433,0.000042423675,0.0000951479,0.000067143774,0.00062906067],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99834514,0.000061508,0.00042650715,0.00046632928,0.0002174016,0.00048309684],"domain_scores_gemma":[0.9988058,0.0001474796,0.00016862676,0.0006082682,0.00008823921,0.00018158456],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019924119,0.0003629547,0.00037715177,0.00009925087,0.00044363603,0.0001826992,0.00034084838,0.00011303961,0.0017870159],"category_scores_gemma":[0.000010168103,0.00033579208,0.00021890298,0.00022819424,0.000058822137,0.00023360326,0.000009441038,0.00029719147,0.00012807807],"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":[0.00011251066,0.0008631824,0.011922692,0.00011012301,0.00043369603,0.0000065358263,0.0031994544,0.0026340957,0.96567523,0.0047454312,0.006219941,0.0040770937],"study_design_scores_gemma":[0.0013480602,0.00022660212,0.0035639745,0.00018135722,0.0001681076,0.0000025316806,0.00096181146,0.00027772324,0.94961786,0.002623726,0.04029096,0.00073731074],"about_ca_topic_score_codex":0.0003400164,"about_ca_topic_score_gemma":0.000050021994,"teacher_disagreement_score":0.034071017,"about_ca_system_score_codex":0.000031513504,"about_ca_system_score_gemma":0.000028021748,"threshold_uncertainty_score":0.9999094},"labels":[],"label_agreement":null},{"id":"W1978067731","doi":"10.1002/pssc.200674252","title":"Simulation and measurement of the self‐heating in GaN HFETs","year":2007,"lang":"en","type":"article","venue":"Physica status solidi. C, Conferences and critical reviews/Physica status solidi. C, Current topics in solid state physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Institute for Microstructural Sciences","funders":"","keywords":"Materials science; Simple (philosophy); Optoelectronics; Engineering physics; Physics","score_opus":0.0702247224092414,"score_gpt":0.367975186543839,"score_spread":0.2977504641345976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978067731","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":[0.9839773,0.0045491415,0.0051187384,0.00031331976,0.0010318429,0.0022084774,0.0004273049,0.00006573916,0.0023081193],"genre_scores_gemma":[0.99639165,0.002500465,0.00026426336,0.00006431025,0.0005710743,0.00009594899,0.00005047527,0.000052907566,0.000008883391],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9944827,0.00044768347,0.0016624492,0.00095004763,0.000838456,0.0016186757],"domain_scores_gemma":[0.99709845,0.00072572293,0.0006079311,0.00064166595,0.0004960777,0.0004301411],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009422238,0.000779673,0.0015517892,0.00011916191,0.00028261088,0.00022022026,0.00037876586,0.000090586625,0.000030444036],"category_scores_gemma":[0.00019682973,0.00062318734,0.00029890306,0.000627316,0.0004637205,0.0005159331,0.0002874614,0.00075977005,0.00000659362],"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":[0.00027359187,0.0055430466,0.11823825,0.005732984,0.00033620102,0.000009304861,0.02020764,0.0036238513,0.017156929,0.36949095,0.0001655295,0.45922172],"study_design_scores_gemma":[0.010815719,0.0014980511,0.15116768,0.012205023,0.0013974155,0.0000029909788,0.008472252,0.10569988,0.063234955,0.57198024,0.06661885,0.0069069187],"about_ca_topic_score_codex":0.0006148698,"about_ca_topic_score_gemma":0.00018560242,"teacher_disagreement_score":0.4523148,"about_ca_system_score_codex":0.00013243126,"about_ca_system_score_gemma":0.00043247367,"threshold_uncertainty_score":0.9996219},"labels":[],"label_agreement":null},{"id":"W1979421447","doi":"10.7567/jjap.52.08je02","title":"Role of Nonequivalent Atomic Step Edges in the Growth of InGaN by Plasma-Assisted Molecular Beam Epitaxy","year":2013,"lang":"en","type":"article","venue":"Japanese Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":6,"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":"Molecular beam epitaxy; Gallium; Indium; Indium gallium nitride; Flux (metallurgy); Gallium nitride; Growth rate; Materials science; Epitaxy; Atmospheric temperature range; Plasma; Optoelectronics; Chemistry; Nanotechnology; Physics; Thermodynamics","score_opus":0.008526457181460306,"score_gpt":0.2154580092309788,"score_spread":0.2069315520495185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979421447","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":[0.99866277,0.000026291878,0.00006331971,0.00003211298,0.000045598284,0.00025356963,0.000019003946,0.0000030166088,0.0008943157],"genre_scores_gemma":[0.99960274,0.0000023190426,0.00019471844,0.000039777588,0.000110339155,0.000017961944,0.0000107716005,0.000018449897,0.0000029222547],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986536,0.00005392501,0.0006586166,0.00012122374,0.00030399396,0.00020863964],"domain_scores_gemma":[0.99862653,0.00011088417,0.0008039475,0.00021699423,0.00017807781,0.00006359298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002807154,0.00017631942,0.00046640192,0.000053382417,0.000031874974,0.00003160356,0.00039530642,0.00003712371,0.000058406367],"category_scores_gemma":[0.0000032022983,0.00012221842,0.00016262644,0.00019348337,0.00006940279,0.00015176977,0.00003989454,0.00017435657,0.000007048264],"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":[0.000051109382,0.00037853688,0.0017500892,0.000037893213,0.00009368777,4.534008e-7,0.0019532002,0.00018805644,0.9899388,0.004039359,0.00009543294,0.0014733865],"study_design_scores_gemma":[0.0010569562,0.000101123915,0.00328271,0.00004138139,0.00006147977,0.0000020922034,0.005504913,0.000102184276,0.981878,0.0077965246,0.00003533765,0.00013733312],"about_ca_topic_score_codex":0.0002627522,"about_ca_topic_score_gemma":8.283932e-7,"teacher_disagreement_score":0.008060832,"about_ca_system_score_codex":0.000017087144,"about_ca_system_score_gemma":0.000046054614,"threshold_uncertainty_score":0.49839228},"labels":[],"label_agreement":null},{"id":"W1979598153","doi":"10.1364/oe.22.0a1680","title":"Improvement of the light extraction efficiency of GaN-based LEDs using rolled-up nanotube arrays","year":2014,"lang":"en","type":"article","venue":"Optics Express","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":16,"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":"Army Research Office; Natural Sciences and Engineering Research Council of Canada","keywords":"Light-emitting diode; Materials science; Optoelectronics; Nanotube; Extraction (chemistry); Diode; Optics; Carbon nanotube; Nanotechnology; Physics","score_opus":0.013065500019367621,"score_gpt":0.24753706650158733,"score_spread":0.2344715664822197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979598153","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":[0.98323196,0.0000122217025,0.012230667,0.000043612414,0.00080465386,0.00023617983,0.000033221488,0.000008362479,0.0033991023],"genre_scores_gemma":[0.9991429,4.469327e-7,0.000520225,0.000021455791,0.00015362287,0.0000101057985,0.0000065918334,0.0000176784,0.00012700526],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99902123,0.00004646948,0.00036807777,0.00017309093,0.00020505175,0.0001860994],"domain_scores_gemma":[0.9989592,0.00005273448,0.00039960886,0.00041425962,0.00013518524,0.000039048657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021422298,0.0001425932,0.0002503273,0.000037139933,0.000084613166,0.00003011418,0.00022753209,0.000044333232,0.00014060736],"category_scores_gemma":[0.000010001733,0.000103619604,0.00013401624,0.000091077214,0.000047861984,0.000069459275,0.00002651338,0.00006935078,0.0000016675825],"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":[0.000016835918,0.00012888617,0.0005213588,0.000062291416,0.000019729758,4.0874763e-8,0.00015340955,0.0041634403,0.9927057,0.0018877133,0.000031229327,0.00030936828],"study_design_scores_gemma":[0.00059106114,0.00006419148,0.000053206473,0.00008204214,0.000056702644,1.06457236e-7,0.0001467958,0.0069695287,0.99072886,0.00024895708,0.00094695634,0.000111622845],"about_ca_topic_score_codex":0.00014495257,"about_ca_topic_score_gemma":0.0000010487687,"teacher_disagreement_score":0.01591089,"about_ca_system_score_codex":0.000013263882,"about_ca_system_score_gemma":0.000065601314,"threshold_uncertainty_score":0.42254847},"labels":[],"label_agreement":null},{"id":"W1980883116","doi":"10.1016/j.jcrysgro.2004.05.036","title":"Absorption and photoluminescence features caused by defects in InN","year":2004,"lang":"en","type":"article","venue":"Journal of Crystal Growth","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Band gap; Photoluminescence; Indium; Exciton; Ternary operation; Absorption (acoustics); Semiconductor; Direct and indirect band gaps; Chemistry; Materials science; Wide-bandgap semiconductor; Atomic physics; Condensed matter physics; Optoelectronics; Physics","score_opus":0.006635857143203695,"score_gpt":0.2227310347746841,"score_spread":0.2160951776314804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980883116","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":[0.9991204,0.000189754,0.00010563207,0.00015617225,0.00013558261,0.00006237996,0.0000134698885,0.0000031619445,0.00021344134],"genre_scores_gemma":[0.99964523,0.000015132432,0.00007899162,0.000105715655,0.00011719206,0.0000013259477,0.0000046000036,0.000008551646,0.000023228602],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994087,0.000021801328,0.00023908743,0.00008287738,0.00011765746,0.0001298466],"domain_scores_gemma":[0.9995989,0.000017780476,0.00021022752,0.000047135356,0.000057455378,0.00006846533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013322523,0.00009392293,0.00018431034,0.000071161485,0.000024770596,0.000055850527,0.00007125611,0.000027564922,0.000037649766],"category_scores_gemma":[0.000006755759,0.00007736063,0.00004529247,0.00007248434,0.000026860735,0.00022685627,0.000013781043,0.00012516169,0.0000010911779],"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":[0.000029468269,0.0000686359,0.01952934,0.000022944158,0.000014295526,0.000009470109,0.00019132801,0.000008094241,0.9786332,0.0005782117,0.00083764264,0.000077334895],"study_design_scores_gemma":[0.005296224,0.00041934327,0.08050557,0.0004191185,0.00005892064,0.000056614714,0.0007052883,0.000003994222,0.8983087,0.011742318,0.0020782594,0.00040567957],"about_ca_topic_score_codex":0.00022550742,"about_ca_topic_score_gemma":0.000012444002,"teacher_disagreement_score":0.08032457,"about_ca_system_score_codex":0.000023936193,"about_ca_system_score_gemma":0.000043728603,"threshold_uncertainty_score":0.31546748},"labels":[],"label_agreement":null},{"id":"W1981542070","doi":"10.1063/1.4815878","title":"Occupation statistics of the 5/7-atom dislocation core structure within n-type indium nitride","year":2013,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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 British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Wurtzite crystal structure; Dislocation; Atom (system on chip); Nitride; Condensed matter physics; Materials science; Gallium nitride; Physics; Statistics; Atomic physics; Crystallography; Chemistry; Quantum mechanics; Mathematics; Nanotechnology; Diffraction","score_opus":0.012921486930838461,"score_gpt":0.24328424586458794,"score_spread":0.23036275893374947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981542070","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":[0.99641836,0.000005777938,0.0025401346,0.0000099121735,0.0005262424,0.00019833005,0.00011808069,0.0000028412958,0.0001803096],"genre_scores_gemma":[0.9973236,9.63773e-7,0.0020095322,0.000049665785,0.000537692,0.0000021012017,0.000046069195,0.000014822542,0.00001557286],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99911207,0.00001836966,0.00044973768,0.00007679016,0.00023648703,0.000106542335],"domain_scores_gemma":[0.99823636,0.00004670157,0.0011389282,0.00017572554,0.000357858,0.000044403565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000086807326,0.000120544806,0.00024428795,0.000023992192,0.00005778528,0.000041938067,0.00019712881,0.000035509736,0.0001701529],"category_scores_gemma":[0.000003798027,0.00007902127,0.000060779093,0.0001537991,0.000044247474,0.00012279669,0.000026498761,0.00017639814,0.0000071182494],"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":[0.00008118935,0.0001223637,0.015859554,0.000075458454,0.00016307281,1.8242469e-7,0.0014437054,0.009348957,0.9053143,0.0607739,0.003381647,0.0034356664],"study_design_scores_gemma":[0.000821217,0.00008402471,0.016831942,0.00006517244,0.0001775436,0.0000012704659,0.00089496153,0.0009064141,0.761317,0.21831268,0.00037764243,0.00021012488],"about_ca_topic_score_codex":0.00006448263,"about_ca_topic_score_gemma":0.0000016035009,"teacher_disagreement_score":0.15753877,"about_ca_system_score_codex":0.000019029598,"about_ca_system_score_gemma":0.00014100352,"threshold_uncertainty_score":0.3222394},"labels":[],"label_agreement":null},{"id":"W1981547911","doi":"10.1116/1.4865478","title":"AlGaN cladding-free 482 nm continuous wave nitride laser diodes grown by plasma-assisted molecular beam epitaxy","year":2014,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology B Nanotechnology and Microelectronics Materials Processing Measurement and Phenomena","topic":"GaN-based semiconductor devices and materials","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 Waterloo","funders":"European Social Fund; Narodowe Centrum Badań i Rozwoju; European Commission","keywords":"Molecular beam epitaxy; Materials science; Continuous wave; Optoelectronics; Cladding (metalworking); Nitride; Diode; Laser; Wurtzite crystal structure; Quantum well; Plasma; Epitaxy; Optics; Nanotechnology; Zinc; Layer (electronics); Composite material","score_opus":0.00896441626581722,"score_gpt":0.20992865765246282,"score_spread":0.2009642413866456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981547911","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":[0.9927296,0.002564594,0.0024559046,0.0015094542,0.00029857576,0.00025535864,0.000027460168,0.00009881401,0.00006025043],"genre_scores_gemma":[0.9982857,0.0001300344,0.0012868415,0.00011064809,0.00010014085,0.000021394466,0.0000056825106,0.0000359042,0.000023672465],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99703634,0.00007882345,0.00089859427,0.00060905947,0.00043496725,0.00094219303],"domain_scores_gemma":[0.9977095,0.000029324361,0.0011178158,0.00041754387,0.00057921576,0.000146592],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024800112,0.00044714793,0.0008826137,0.00086884917,0.0006326838,0.00032029982,0.0008685731,0.00034000652,0.00003109856],"category_scores_gemma":[0.00013262393,0.0003758724,0.00006897854,0.0007097482,0.0012177083,0.00041943323,0.00029266273,0.0005088076,0.000001914641],"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":[0.00008327291,0.00010823179,0.0003030663,0.0000591007,0.00008938336,0.000004008064,0.00007668138,9.0155356e-7,0.97252184,0.0038161012,0.000093281014,0.022844125],"study_design_scores_gemma":[0.0017027917,0.0007043684,0.000039510913,0.00016541638,0.00016665325,0.00012610716,0.00027998124,0.000017231258,0.9677407,0.025922403,0.002748026,0.00038681348],"about_ca_topic_score_codex":0.000015448895,"about_ca_topic_score_gemma":0.0000032908547,"teacher_disagreement_score":0.02245731,"about_ca_system_score_codex":0.0001343202,"about_ca_system_score_gemma":0.00038949904,"threshold_uncertainty_score":0.99986935},"labels":[],"label_agreement":null},{"id":"W1981591321","doi":"10.1117/12.843258","title":"Molecular beam epitaxial growth, fabrication, and characterization of InN/Si nanowire heterojunction solar cells","year":2010,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"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":"Nanowire; Materials science; Molecular beam epitaxy; Fabrication; Optoelectronics; Heterojunction; Doping; Epitaxy; Energy conversion efficiency; Nanotechnology; Current density; Layer (electronics)","score_opus":0.0053004803927568876,"score_gpt":0.19761271356069934,"score_spread":0.19231223316794246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981591321","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":[0.9979803,0.0000080409445,0.00010202123,0.0006054062,0.00047716155,0.0003996845,0.000109388566,0.00002857058,0.00028940756],"genre_scores_gemma":[0.9920208,0.000018973325,0.007363133,0.00006572208,0.00035111557,0.000070336995,0.000043728793,0.000038238963,0.000027986573],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99859977,2.2151275e-8,0.00055542623,0.00029050367,0.00033227046,0.00022200351],"domain_scores_gemma":[0.99781066,0.000038173574,0.000496084,0.00005232255,0.0015215355,0.00008119289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003113297,0.00023081976,0.00032211485,0.00008070471,0.00006220792,0.00008648114,0.0003767489,0.00011812615,0.000025442629],"category_scores_gemma":[0.000069099966,0.00020412199,0.00028662282,0.00017468752,0.00014698133,0.00046947284,0.00008886734,0.00019879792,7.9042024e-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":[0.000027990654,0.00008221772,0.0012325349,0.00022910662,0.00017429444,1.1472168e-8,0.00012170707,0.000004619381,0.88223207,0.1154715,0.00018788078,0.00023605608],"study_design_scores_gemma":[0.0004976202,0.000104682746,0.0014284927,0.00007857646,0.000092916845,0.0000012484597,0.00022489509,0.0013072692,0.9939508,0.0008494199,0.0012718119,0.00019229352],"about_ca_topic_score_codex":0.000027772197,"about_ca_topic_score_gemma":6.045833e-8,"teacher_disagreement_score":0.11462208,"about_ca_system_score_codex":0.000022855418,"about_ca_system_score_gemma":0.000022930166,"threshold_uncertainty_score":0.83238524},"labels":[],"label_agreement":null},{"id":"W1982011965","doi":"10.1016/j.microrel.2009.11.003","title":"Strain estimation in III–V materials by analysis of the degree of polarization of luminescence","year":2009,"lang":"en","type":"article","venue":"Microelectronics Reliability","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Luminescence; Degree of polarization; Polarization (electrochemistry); Reliability (semiconductor); Strain (injury); Degree (music); Optics; Optoelectronics; Chemistry; Physics; Acoustics","score_opus":0.009053698273581155,"score_gpt":0.23995284600945813,"score_spread":0.23089914773587697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982011965","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":[0.9976934,0.000044834178,0.0014512959,0.000055716562,0.00003466085,0.0002414681,0.00043224441,0.0000036786357,0.000042697433],"genre_scores_gemma":[0.999517,0.0000026505008,0.00024182575,0.000009945427,0.0000052954842,0.0000030337378,0.00020164673,0.0000044871804,0.000014086111],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987763,0.000115229086,0.0006336295,0.00018125317,0.00012470943,0.00016883285],"domain_scores_gemma":[0.9989891,0.000038179554,0.00047552667,0.0003616068,0.00011923912,0.000016352393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047119532,0.00010924087,0.00041238667,0.000080691076,0.000019197747,0.000008460258,0.00020690216,0.000050588165,0.00013314564],"category_scores_gemma":[0.000023048926,0.000087300235,0.00011387113,0.00061573496,0.000061868464,0.00007362443,0.000019945286,0.00006216553,1.9812771e-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":[0.00002399143,0.00016745462,0.022604255,0.000030935124,0.000049132646,8.353285e-9,0.00011717785,0.0007811978,0.97431713,0.0010143752,0.000010804289,0.0008835463],"study_design_scores_gemma":[0.00024013816,0.00005310688,0.057651076,0.000020943795,0.00015942115,3.3639637e-8,0.000029007206,0.00085388793,0.9393889,0.0015270733,0.000008934558,0.000067531444],"about_ca_topic_score_codex":0.0014315286,"about_ca_topic_score_gemma":0.00004382244,"teacher_disagreement_score":0.035046823,"about_ca_system_score_codex":0.000043982345,"about_ca_system_score_gemma":0.0000952696,"threshold_uncertainty_score":0.35600004},"labels":[],"label_agreement":null},{"id":"W1982093035","doi":"10.1063/1.3533941","title":"Influence of transferred-electron effect on drain-current characteristics of AlGaN/GaN heterostructure field-effect transistors","year":2011,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Concordia University","funders":"","keywords":"Velocity overshoot; Ohmic contact; Saturation velocity; Heterojunction; Velocity saturation; Drift velocity; Materials science; Optoelectronics; Transistor; Electron; Semiconductor; Wide-bandgap semiconductor; Condensed matter physics; Field-effect transistor; Current (fluid); Overshoot (microwave communication); Band gap; MOSFET; Voltage; Physics; Electrical engineering; Nanotechnology","score_opus":0.008454232278499153,"score_gpt":0.23153901404880886,"score_spread":0.22308478177030971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982093035","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":[0.9985781,0.00002082416,0.00025563673,0.0000027078931,0.00028817763,0.00026092798,0.00006878598,0.0000056115714,0.0005192466],"genre_scores_gemma":[0.99955434,0.0000057701354,0.000038858656,0.000023188191,0.00033026244,0.0000060645375,0.000013501826,0.0000265249,0.0000014906212],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99860895,0.00006376943,0.00066573964,0.00015846771,0.0002724308,0.00023063508],"domain_scores_gemma":[0.9986984,0.00014593764,0.0007281336,0.00022405844,0.000110982415,0.00009244612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021940283,0.00027912113,0.0007866693,0.00006367568,0.000036546237,0.000012392094,0.00026968904,0.00006770266,0.0000519532],"category_scores_gemma":[0.0000038921194,0.00021550545,0.00032007298,0.00011545575,0.00005917347,0.0000913508,0.00000886236,0.0003498465,0.0000019707713],"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":[0.0011442665,0.00022734754,0.0023408264,0.00037005657,0.0002246052,0.0000013820097,0.0015725881,0.00050144235,0.9742882,0.00190824,0.000025144866,0.017395869],"study_design_scores_gemma":[0.0010140195,0.0019969533,0.0054763076,0.00016642304,0.00021931001,0.0000010406706,0.00001974152,0.000008674054,0.9893572,0.0014362434,0.00012774645,0.00017637777],"about_ca_topic_score_codex":0.000021544147,"about_ca_topic_score_gemma":4.190224e-7,"teacher_disagreement_score":0.017219491,"about_ca_system_score_codex":0.00001986318,"about_ca_system_score_gemma":0.00006170501,"threshold_uncertainty_score":0.8788057},"labels":[],"label_agreement":null},{"id":"W1982764664","doi":"10.1063/1.1330226","title":"Smooth wet etching by ultraviolet-assisted photoetching and its application to the fabrication of AlGaN/GaN heterostructure field-effect transistors","year":2000,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences; Simon Fraser University","funders":"","keywords":"Materials science; Fabrication; Optoelectronics; Etching (microfabrication); Heterojunction; Ultraviolet; Wafer; Surface roughness; Transistor; Nanotechnology; Voltage; Composite material","score_opus":0.005002934087505286,"score_gpt":0.2129120162298768,"score_spread":0.2079090821423715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982764664","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":[0.99314547,0.000016948718,0.0050775125,0.00050666765,0.000068948444,0.00071987166,0.00009099388,0.000027394743,0.00034618145],"genre_scores_gemma":[0.9976976,0.0000020254606,0.0000701987,0.0016467891,0.00022780107,0.00013633941,0.00018187116,0.000028782704,0.000008624372],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990116,0.000050607414,0.0002485244,0.00032580123,0.00014968996,0.0002138209],"domain_scores_gemma":[0.9993967,0.00009381554,0.00014093186,0.00028454105,0.000018229443,0.000065773034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113230715,0.00022357205,0.00025943734,0.000021148422,0.00015036073,0.000052549207,0.0002054417,0.000042493546,0.00006900395],"category_scores_gemma":[0.0000010497354,0.00017843672,0.000073289106,0.00014353472,0.000022985792,0.00007765009,0.000011188841,0.00015497183,0.000011610954],"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":[0.000031050837,0.000021411877,0.0002364053,0.000029445198,0.000034755485,4.4105658e-8,0.0008112962,0.00043906496,0.93173325,0.00030423838,0.0005676086,0.065791436],"study_design_scores_gemma":[0.0004756445,0.000038611357,0.0014669963,0.00002443914,0.000076829434,2.9930612e-7,0.000085088315,0.000120226294,0.9931416,0.00015790373,0.004143085,0.0002692903],"about_ca_topic_score_codex":0.00034556846,"about_ca_topic_score_gemma":0.0000027717151,"teacher_disagreement_score":0.06552215,"about_ca_system_score_codex":0.000015327973,"about_ca_system_score_gemma":0.000007787291,"threshold_uncertainty_score":0.7276438},"labels":[],"label_agreement":null},{"id":"W1983815769","doi":"10.1021/nl4030819","title":"p-Type InN Nanowires","year":2013,"lang":"en","type":"article","venue":"Nano Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":107,"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":"Nanowire; Doping; Materials science; Dopant; Photoluminescence; Acceptor; Optoelectronics; Field-effect transistor; Condensed matter physics; Nanotechnology; Transistor; Physics","score_opus":0.01069236084574317,"score_gpt":0.22300320969090937,"score_spread":0.21231084884516618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983815769","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":[0.994117,0.00001874179,0.00003024205,0.0029163947,0.0006949178,0.00014911713,0.000007777305,0.00003818135,0.0020276017],"genre_scores_gemma":[0.9924386,7.874981e-7,0.00020210732,0.0065792655,0.000277994,0.000023047332,0.00002800739,0.000017044882,0.0004331407],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99934846,0.000023745139,0.00014232897,0.0001654776,0.00008965393,0.00023036219],"domain_scores_gemma":[0.999637,0.000019812765,0.000057406127,0.00019307519,0.000036023244,0.000056689372],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004355609,0.00011653076,0.00012963855,0.000034190914,0.000057845526,0.000091226095,0.00013536487,0.000019945894,0.0050057955],"category_scores_gemma":[0.0000019327754,0.00009848889,0.00005095755,0.00008127126,0.000028079206,0.00016164455,0.000027712606,0.000042677304,0.0013912928],"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":[0.0000015404,0.0000129979135,0.0064211786,0.0000038659837,0.000017773618,4.254193e-7,0.00005309447,0.0000029282207,0.8788557,0.00041694604,0.1129449,0.0012686738],"study_design_scores_gemma":[0.00066756364,0.000047115256,0.0069904365,0.000036688445,0.000026735952,0.000001022172,0.00018272508,0.00001146416,0.65765685,0.0009028355,0.3329805,0.00049602735],"about_ca_topic_score_codex":0.0010576025,"about_ca_topic_score_gemma":0.0000011325194,"teacher_disagreement_score":0.22119881,"about_ca_system_score_codex":0.000009452136,"about_ca_system_score_gemma":0.000015132696,"threshold_uncertainty_score":0.99938625},"labels":[],"label_agreement":null},{"id":"W1984071887","doi":"10.1557/proc-639-g6.4","title":"Comparative study of HVPE- and MOCVD-grown nitride structures for UV lasing application","year":2000,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Genia Photonics (Canada)","funders":"","keywords":"Materials science; Metalorganic vapour phase epitaxy; Lasing threshold; Photoluminescence; Optoelectronics; Chemical vapor deposition; Epitaxy; Heterojunction; Hydride; Nanotechnology; Metal","score_opus":0.018987839349766843,"score_gpt":0.27861024584241617,"score_spread":0.25962240649264934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984071887","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":[0.9976942,0.000019094376,0.000041921692,0.000017199034,0.000024913756,0.0007085685,0.000030915944,0.000017035722,0.0014461721],"genre_scores_gemma":[0.9993233,8.4656847e-7,0.00032469578,0.000015150996,0.00013623066,0.00009291113,0.000014874906,0.000010827138,0.00008114427],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993965,0.0000039468764,0.00019712369,0.0002007076,0.00007422414,0.00012750621],"domain_scores_gemma":[0.9996763,0.000021207798,0.000120349745,0.000052868763,0.00009231362,0.00003696365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000074804266,0.00011432314,0.00023406385,0.000032919896,0.00009025153,0.000054132557,0.00007782075,0.000022026492,0.000097402255],"category_scores_gemma":[0.0000013513886,0.000100134166,0.000026179234,0.00007010267,0.0000277706,0.000120352306,0.000012782138,0.000040628944,0.0000018524541],"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":[0.00028782783,0.00048817167,0.0827718,0.00023153314,0.00022005558,9.664142e-8,0.016989708,0.00005612607,0.87088895,0.00988905,0.0010626669,0.01711399],"study_design_scores_gemma":[0.0040872856,0.000796799,0.029526703,0.00006650873,0.0002607062,0.0000015518127,0.023422549,0.00094636664,0.9065187,0.027645905,0.006121287,0.0006056205],"about_ca_topic_score_codex":0.00021229732,"about_ca_topic_score_gemma":0.0000020374266,"teacher_disagreement_score":0.053245094,"about_ca_system_score_codex":0.000006270527,"about_ca_system_score_gemma":0.0000091302145,"threshold_uncertainty_score":0.40833527},"labels":[],"label_agreement":null},{"id":"W1984411543","doi":"10.1063/1.3483758","title":"Raman scattering on intrinsic surface electron accumulation of InN nanowires","year":2010,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":19,"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":"Raman scattering; Nanowire; Raman spectroscopy; Phonon; Materials science; Condensed matter physics; Scattering; Electron; Molecular physics; Perpendicular; Optics; Chemistry; Optoelectronics; Physics","score_opus":0.018149697738205132,"score_gpt":0.2611998214853973,"score_spread":0.24305012374719215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984411543","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":[0.997915,0.0000011474148,0.0002338253,0.0003076666,0.00029618733,0.00022827243,0.000018300121,0.000035511082,0.0009640385],"genre_scores_gemma":[0.9982622,3.041035e-7,0.0002488239,0.0009117936,0.00042393646,0.000015465172,0.00009475146,0.00003422636,0.000008458856],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990638,0.00001635027,0.00023247898,0.00026395693,0.00015766546,0.0002657816],"domain_scores_gemma":[0.99933773,0.00005808894,0.00019769125,0.00033502135,0.000025480187,0.00004597886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000092836264,0.00019719466,0.00023750392,0.000031609212,0.00006951642,0.00004838426,0.00017958277,0.00003298302,0.00009378903],"category_scores_gemma":[8.3443865e-7,0.00019548643,0.00007404157,0.00012447206,0.00005687195,0.00009562646,0.000038076483,0.0002124031,0.000049912793],"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":[0.00002419892,0.000058250127,0.0021259147,0.00001563318,0.000038421214,1.3449176e-7,0.00012697553,0.000911584,0.9729149,0.019938083,0.00057515077,0.0032707553],"study_design_scores_gemma":[0.00039806747,0.000018787257,0.0024522739,0.0000128915435,0.000019779276,7.879104e-8,0.000021972826,0.000019750789,0.9947475,0.0009092127,0.0011899235,0.00020973978],"about_ca_topic_score_codex":0.00015248157,"about_ca_topic_score_gemma":0.0000022817476,"teacher_disagreement_score":0.021832623,"about_ca_system_score_codex":0.000012278309,"about_ca_system_score_gemma":0.000019286266,"threshold_uncertainty_score":0.7971705},"labels":[],"label_agreement":null},{"id":"W1985205857","doi":"10.1063/1.4799672","title":"Sensitivity analysis of electron leakage in III-nitride light-emitting diodes","year":2013,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Crosslight Software (Canada)","funders":"","keywords":"Light-emitting diode; Optoelectronics; Materials science; Leakage (economics); Diode; Voltage droop; Wide-bandgap semiconductor; Electron; Gallium nitride; Nitride; Voltage; Layer (electronics); Nanotechnology; Electrical engineering; Physics","score_opus":0.007434059934751816,"score_gpt":0.2156266364675705,"score_spread":0.20819257653281867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985205857","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":[0.9968167,0.000004963498,0.0013199436,0.00012929943,0.000044661134,0.00027166796,0.000024591318,0.000020753832,0.0013674286],"genre_scores_gemma":[0.9990178,6.029074e-7,0.00016885898,0.00038117796,0.00021192076,0.000054257715,0.00013077965,0.000023321221,0.0000112759435],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987229,0.000050386257,0.0003622541,0.00032447928,0.00015874,0.00038123285],"domain_scores_gemma":[0.99922913,0.00011592831,0.00025237587,0.00031442975,0.00003449051,0.000053661413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001895395,0.00022086405,0.0005571821,0.00013334105,0.00005060352,0.000052395662,0.00012054377,0.000034603872,0.00009669958],"category_scores_gemma":[0.0000013389573,0.00021696645,0.00018891782,0.00062218774,0.000038192276,0.00014415798,0.00004530129,0.0001585954,0.00002891869],"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":[0.000007786661,0.00007112182,0.011421038,0.000014704107,0.00039517187,6.5410296e-7,0.00033873634,0.002718917,0.98090875,0.0031320124,0.00017314916,0.0008179864],"study_design_scores_gemma":[0.00041886387,0.000006924306,0.008291715,0.0000132697005,0.000304119,5.0248577e-8,0.00022612765,0.00038602715,0.98951656,0.00048562782,0.00007375704,0.00027695572],"about_ca_topic_score_codex":0.0031475248,"about_ca_topic_score_gemma":0.000022022245,"teacher_disagreement_score":0.00860784,"about_ca_system_score_codex":0.000028282993,"about_ca_system_score_gemma":0.000017228676,"threshold_uncertainty_score":0.88476354},"labels":[],"label_agreement":null},{"id":"W1985222544","doi":"10.1063/1.4914955","title":"Two-dimensional X-ray diffraction and transmission electron microscopy study on the effect of magnetron sputtering atmosphere on GaN/SiC interface and gallium nitride thin film crystal structure","year":2015,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","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":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Amorphous solid; Thin film; Wurtzite crystal structure; Sputtering; Sputter deposition; Gallium nitride; Transmission electron microscopy; Optoelectronics; Substrate (aquarium); Silicon; Layer (electronics); Crystallography; Composite material; Nanotechnology; Metallurgy; Chemistry; Zinc","score_opus":0.007610377655486163,"score_gpt":0.2518654344113428,"score_spread":0.24425505675585663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985222544","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":[0.9991799,0.000053957083,0.00010070891,0.000025130197,0.00015513587,0.00034140158,0.000016542772,0.000004962182,0.0001222542],"genre_scores_gemma":[0.9994737,0.0000015102667,0.00011461714,0.000027589413,0.00034096453,0.0000032637495,0.0000050704934,0.000024172432,0.000009140031],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989868,0.000093740426,0.00031661842,0.00017730371,0.00025571825,0.00016983686],"domain_scores_gemma":[0.9991424,0.00015694828,0.00041816424,0.0001343028,0.000054152068,0.00009401049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028250212,0.00023792901,0.00038420997,0.000015637142,0.00007807809,0.000065849,0.00010651375,0.00003714699,0.00003365016],"category_scores_gemma":[0.0000022588347,0.00014596895,0.00006449172,0.000063755295,0.000037252128,0.00009803718,0.000023058294,0.00036451322,0.0000010626632],"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":[0.0014372679,0.0001336593,0.0012408461,0.00003354937,0.00010139151,8.4932293e-7,0.00069162564,0.038923565,0.9565357,0.000069122245,0.00014015898,0.00069226976],"study_design_scores_gemma":[0.0033000137,0.003428697,0.002559917,0.0001421542,0.00017839595,0.0000033069268,0.0009609988,0.0012243323,0.9866062,0.0012919965,0.00010729423,0.0001966998],"about_ca_topic_score_codex":0.00003198759,"about_ca_topic_score_gemma":6.705345e-7,"teacher_disagreement_score":0.03769923,"about_ca_system_score_codex":0.00003133543,"about_ca_system_score_gemma":0.00003542817,"threshold_uncertainty_score":0.5952441},"labels":[],"label_agreement":null},{"id":"W1985667342","doi":"10.1007/s11664-003-0153-8","title":"Steady-state electron transport in the III–V nitride semiconductors: A sensitivity analysis","year":2003,"lang":"en","type":"article","venue":"Journal of Electronic Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada; Office of Naval Research; Multidisciplinary University Research Initiative","keywords":"Saturation velocity; Drift velocity; Velocity saturation; Condensed matter physics; Electron; Electric field; Thermal conduction; Solid-state physics; Saturation (graph theory); Effective mass (spring–mass system); Conduction band; Quasi Fermi level; Steady state (chemistry); Semiconductor; Chemistry; Band gap; Physics; Direct and indirect band gaps; Voltage; Optoelectronics","score_opus":0.0092104134224139,"score_gpt":0.24486734945222077,"score_spread":0.23565693602980686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985667342","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":[0.9986148,0.00016432765,0.00022928788,0.000076857235,0.00025051023,0.00024459552,0.00005366878,0.000007887067,0.0003580947],"genre_scores_gemma":[0.9993937,0.000033390883,0.000026379717,0.00011602461,0.000264255,0.000009900439,0.00003038618,0.00002356135,0.0001023779],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9967868,0.0008473765,0.001062201,0.00023714323,0.00033696537,0.0007295589],"domain_scores_gemma":[0.99848324,0.0001566047,0.00082669244,0.00030785304,0.00014616342,0.00007942548],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0036768916,0.00029225938,0.0008888619,0.00031255832,0.00007823437,0.000114343915,0.00026276038,0.00006203213,0.0010883748],"category_scores_gemma":[0.000020037138,0.00020118235,0.00030119508,0.0006481315,0.000038260267,0.00028142246,0.000007972665,0.00033299596,0.0000065125123],"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":[0.00013654244,0.0001706317,0.0042796535,0.000017597025,0.00073048903,0.000029328485,0.00065018836,0.00034443874,0.98970807,0.0037947956,0.00010655585,0.00003172442],"study_design_scores_gemma":[0.0013345671,0.00021534853,0.0015969699,0.00003215859,0.00080105517,0.000060298702,0.00059495046,0.0000037543716,0.9867215,0.0052478216,0.0030826777,0.00030890392],"about_ca_topic_score_codex":0.00064018276,"about_ca_topic_score_gemma":0.00017743242,"teacher_disagreement_score":0.0036568544,"about_ca_system_score_codex":0.00010796014,"about_ca_system_score_gemma":0.00044345486,"threshold_uncertainty_score":0.99982476},"labels":[],"label_agreement":null},{"id":"W1985915218","doi":"10.1007/s11664-007-0336-9","title":"Scanning Ion Probe Studies of Silicon Implantation Profiles in AlGaN/GaN HEMT Heterostructures","year":2007,"lang":"en","type":"article","venue":"Journal of Electronic Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Office of Naval Research; Australian Research Council; Ontario Ministry of Natural Resources and Forestry","keywords":"High-electron-mobility transistor; Ohmic contact; Heterojunction; Materials science; Optoelectronics; Ion implantation; Silicon; Transistor; Semiconductor; Ion; Nanotechnology; Chemistry; Layer (electronics); Electrical engineering; Voltage","score_opus":0.01530409765518108,"score_gpt":0.29925274064928065,"score_spread":0.28394864299409955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985915218","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":[0.9986213,0.0004690109,0.000061426756,0.000024741446,0.0005331831,0.00021132072,0.000025386618,0.0000052248397,0.00004842244],"genre_scores_gemma":[0.999296,0.000030923977,0.0000949206,0.000019553387,0.00050532375,0.000004245818,0.000017086777,0.000016874068,0.000015043952],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99822533,0.00009179308,0.000993847,0.00012742124,0.00018098418,0.0003806404],"domain_scores_gemma":[0.9985433,0.00007004512,0.0010665535,0.00010079528,0.00017694039,0.00004233978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011233331,0.00016876875,0.0005536158,0.0001809521,0.00003917732,0.00004105512,0.000142935,0.00004919909,0.00020515881],"category_scores_gemma":[0.00002080261,0.0001306069,0.00006905693,0.000105530795,0.000037636495,0.00020499839,0.000019940087,0.00011080044,0.0000011290972],"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":[0.00021177578,0.000039818653,0.0042643356,0.00012113923,0.00010523586,0.0000035888515,0.0005379573,0.00003453142,0.99281824,0.0013058849,0.00004170764,0.0005157942],"study_design_scores_gemma":[0.00069770066,0.00028614505,0.006191282,0.00019638051,0.00003904919,0.000021223936,0.0007918748,5.748006e-7,0.9872321,0.00432889,0.00009835568,0.000116418356],"about_ca_topic_score_codex":0.00012353694,"about_ca_topic_score_gemma":0.000022351873,"teacher_disagreement_score":0.005586125,"about_ca_system_score_codex":0.00007624616,"about_ca_system_score_gemma":0.00013164214,"threshold_uncertainty_score":0.53259945},"labels":[],"label_agreement":null},{"id":"W1986146638","doi":"10.1364/cleo.2009.jtud106","title":"Bright Photoluminescence from Non-Tapered InN Nanowires Grown on Si by Molecular Beam Epitaxy","year":2009,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"","keywords":"Laser linewidth; Molecular beam epitaxy; Photoluminescence; Materials science; Nanowire; Optoelectronics; Epitaxy; Optics; Nanotechnology; Laser; Physics; Layer (electronics)","score_opus":0.005551638942803958,"score_gpt":0.2153834440167514,"score_spread":0.20983180507394744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986146638","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":[0.9897298,0.000050735125,0.00032684577,0.0005162098,0.00024846903,0.00023242286,0.00019096247,0.000054459255,0.008650052],"genre_scores_gemma":[0.9954368,0.00000315485,0.00029401682,0.0029077574,0.00015370139,0.000015346835,0.00029777287,0.000021199181,0.0008702908],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99875647,0.00002726219,0.0002779528,0.00042371114,0.00018229264,0.00033232683],"domain_scores_gemma":[0.9993057,0.00003532887,0.000105720464,0.00038057496,0.000045776207,0.00012685843],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000055177057,0.00026331426,0.00030155393,0.000035670248,0.00008468112,0.00011620527,0.0002669556,0.00005539866,0.0026740402],"category_scores_gemma":[0.0000031725558,0.00021970188,0.00011376367,0.00009688971,0.00003175219,0.00013923935,0.000024413665,0.000095023854,0.00022477224],"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":[0.000017255992,0.00016920523,0.0006190198,0.0000027805838,0.000030897496,0.000004339268,0.000049950464,0.0000033938113,0.9798209,0.000854962,0.016682882,0.0017444303],"study_design_scores_gemma":[0.0005300851,0.000088032924,0.0014005549,0.00003846648,0.000020465919,2.036353e-7,0.000055167282,0.000053427535,0.98238707,0.0012020504,0.013916485,0.00030798535],"about_ca_topic_score_codex":0.00229485,"about_ca_topic_score_gemma":0.0000035831665,"teacher_disagreement_score":0.007779762,"about_ca_system_score_codex":0.000015523812,"about_ca_system_score_gemma":0.000030409527,"threshold_uncertainty_score":0.99823767},"labels":[],"label_agreement":null},{"id":"W1986288736","doi":"10.1116/1.3665223","title":"InGaN laser diodes operating at 450–460 nm grown by rf-plasma MBE","year":2011,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology B Nanotechnology and Microelectronics Materials Processing Measurement and Phenomena","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Molecular beam epitaxy; Optoelectronics; Materials science; Lasing threshold; Diode; Laser; Quantum well; Blue laser; Plasma; Light-emitting diode; Quantum well laser; Wavelength; Semiconductor laser theory; Epitaxy; Optics; Quantum dot laser; Nanotechnology; Physics","score_opus":0.01701004617357583,"score_gpt":0.22216169392123128,"score_spread":0.20515164774765546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986288736","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":[0.9954701,0.002926786,0.00038355438,0.00051189546,0.00028965902,0.00020810039,0.000015927213,0.00007745262,0.00011652193],"genre_scores_gemma":[0.9983619,0.00022197717,0.0011672676,0.00006780396,0.000083710154,0.000017870436,0.0000031806926,0.00002842018,0.00004790872],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99748945,0.00004873169,0.0007953176,0.0005207346,0.00031878275,0.000826977],"domain_scores_gemma":[0.99828064,0.0000135754635,0.0008783408,0.0002515304,0.00045567524,0.000120257966],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019723864,0.00037625452,0.0006453898,0.00056623254,0.00089635485,0.0001961067,0.00066740316,0.000267786,0.000098689365],"category_scores_gemma":[0.000042100717,0.00030616776,0.000045097488,0.00060503837,0.0011541736,0.0005704554,0.0003020931,0.00040913493,0.0000034976645],"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":[0.00006633863,0.00010455647,0.0017267854,0.00005237672,0.000058568286,0.0000030591566,0.00036414893,3.4950472e-7,0.98555577,0.001763179,0.000050281207,0.01025459],"study_design_scores_gemma":[0.00091255846,0.0005397362,0.00006477472,0.00014217585,0.00009553797,0.00011173862,0.0005027815,0.00000742784,0.9880054,0.007762281,0.0015308803,0.00032468754],"about_ca_topic_score_codex":0.000023662242,"about_ca_topic_score_gemma":0.000007030484,"teacher_disagreement_score":0.009929902,"about_ca_system_score_codex":0.0001626955,"about_ca_system_score_gemma":0.00039413944,"threshold_uncertainty_score":0.999939},"labels":[],"label_agreement":null},{"id":"W1986446780","doi":"10.1002/adfm.200601236","title":"Bright Blue Photo‐ and Electroluminescence from Eu<sup>2+</sup>‐Doped GaN/SiO<sub>2</sub> Nanocomposites","year":2007,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":24,"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; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanocomposite; Europium; Materials science; Electroluminescence; Doping; Luminescence; Excited state; Quantum yield; Electron paramagnetic resonance; Photochemistry; Optoelectronics; Nanotechnology; Optics; Nuclear magnetic resonance; Fluorescence; Layer (electronics); Chemistry; Atomic physics","score_opus":0.006644857862317286,"score_gpt":0.21047664063228966,"score_spread":0.20383178276997238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986446780","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":[0.9962905,0.00014992231,0.0012315513,0.00006789954,0.00087869033,0.00042339528,0.0005322224,0.00009799358,0.00032782697],"genre_scores_gemma":[0.99661267,0.000021643706,0.00066982524,0.00046069027,0.0011796583,0.000063766754,0.000817636,0.000057090358,0.000117029645],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978607,0.000073252275,0.00060059055,0.0006366171,0.00025755182,0.0005712351],"domain_scores_gemma":[0.99884975,0.00021166402,0.00026739028,0.00030810418,0.0001780912,0.00018501145],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002900216,0.00040149436,0.00051009195,0.00009226032,0.0002455566,0.00018020344,0.00016436496,0.00010166239,0.001962731],"category_scores_gemma":[0.000017246442,0.00037262423,0.0001058213,0.0001405515,0.00009182822,0.00042550513,0.00006569384,0.000110757384,0.00018056139],"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":[0.00039916474,0.00008315742,0.0009531272,0.000023334644,0.00010456703,0.000005426841,0.000059906783,0.0001383298,0.99550015,0.00086284714,0.00034981171,0.0015202049],"study_design_scores_gemma":[0.0011124203,0.00006972721,0.006963841,0.00006357375,0.00007026061,0.0000060364305,0.00010426849,0.000016200638,0.98569113,0.0015217621,0.0039556376,0.00042516185],"about_ca_topic_score_codex":0.00025538902,"about_ca_topic_score_gemma":0.000006496821,"teacher_disagreement_score":0.009809012,"about_ca_system_score_codex":0.00004033208,"about_ca_system_score_gemma":0.000053426393,"threshold_uncertainty_score":0.99987257},"labels":[],"label_agreement":null},{"id":"W1986514281","doi":"10.1021/nl8009523","title":"General Control of Transition-Metal-Doped GaN Nanowire Growth: Toward Understanding the Mechanism of Dopant Incorporation","year":2008,"lang":"en","type":"article","venue":"Nano Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":59,"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":"Dopant; Doping; Nanowire; Materials science; Mechanism (biology); Nanotechnology; Transition metal; Chemical physics; Optoelectronics; Chemistry; Physics; Catalysis","score_opus":0.027448348036772586,"score_gpt":0.2171177165215093,"score_spread":0.1896693684847367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986514281","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":[0.94107187,0.000011932362,0.056765616,0.0013784576,0.00024014208,0.00024284092,0.00010190453,0.000011745853,0.00017546813],"genre_scores_gemma":[0.99906456,0.000002936834,0.00012319723,0.00056016195,0.00016231103,0.000013026699,0.00004690767,0.000014893518,0.000011978822],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99910194,0.00008676808,0.00032803172,0.00014697746,0.0001796876,0.00015657306],"domain_scores_gemma":[0.99946964,0.00004150382,0.00025538905,0.00014728207,0.000054172822,0.000032042743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015182905,0.0001322215,0.00026618896,0.000054701763,0.00010686803,0.000012605597,0.00012879865,0.00003132041,0.000114342045],"category_scores_gemma":[0.000002159073,0.00009739491,0.0001340612,0.00010410221,0.00009165595,0.00012416187,0.0000059542294,0.00004861516,0.0000028476607],"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":[0.000028214612,0.000031614087,0.0003401607,0.000023349206,0.00007592745,0.0000016806364,0.0010205115,0.0001361088,0.9710305,0.027132856,0.00015995656,0.000019140592],"study_design_scores_gemma":[0.001170519,0.000058804068,0.00014620498,0.0000308686,0.00008425659,0.0000028060358,0.00069446507,0.00015228965,0.99393356,0.0035477413,0.000032842625,0.00014563178],"about_ca_topic_score_codex":0.00038346063,"about_ca_topic_score_gemma":0.0000025126774,"teacher_disagreement_score":0.057992697,"about_ca_system_score_codex":0.000026423104,"about_ca_system_score_gemma":0.00004163722,"threshold_uncertainty_score":0.3971649},"labels":[],"label_agreement":null},{"id":"W1986706748","doi":"10.1088/0957-4484/24/4/045702","title":"Recombination dynamics in InGaN/GaN nanowire heterostructures on Si(111)","year":2013,"lang":"en","type":"article","venue":"Nanotechnology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McGill University; Regroupement Québécois sur les Matériaux de Pointe; Université de Montréal","funders":"","keywords":"Materials science; Metastability; Photoluminescence; Nanowire; Nanoclusters; Heterojunction; Spontaneous emission; Recombination; Condensed matter physics; Power law; Exponent; Charge carrier; Optoelectronics; Photon; Nanotechnology; Physics; Optics; Quantum mechanics","score_opus":0.006669031463146965,"score_gpt":0.2239739498347682,"score_spread":0.21730491837162125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986706748","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":[0.99719936,0.000011930017,0.000048943024,0.0008510045,0.0004889701,0.00028524082,0.000021273974,0.000096102456,0.0009971769],"genre_scores_gemma":[0.9993434,0.0000021544672,0.00011724402,0.00016351134,0.000050876195,0.00006619866,0.000077713055,0.000022149652,0.00015678581],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990604,0.000037053745,0.00025189223,0.0002816044,0.00007728961,0.00029178744],"domain_scores_gemma":[0.99948955,0.000032721506,0.000117488984,0.00028912007,0.00004060139,0.000030511228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006624532,0.0001681581,0.0002285532,0.00020583686,0.000058766032,0.000044304827,0.00022493846,0.0002154677,0.00056671497],"category_scores_gemma":[0.000011442435,0.00015421101,0.000046203764,0.00017235076,0.000055580775,0.00010850646,0.000042641106,0.00023397212,0.00015543569],"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":[0.000025077688,0.00021617154,0.036336783,0.000033533575,0.000040449184,0.0000042616857,0.00017064365,0.00007091974,0.73282766,0.1191176,0.00059567735,0.1105612],"study_design_scores_gemma":[0.0018242652,0.0004791773,0.006308746,0.00009626514,0.000015818885,0.000004358459,0.0009508694,0.0018480938,0.81230056,0.17184591,0.0036734713,0.00065243535],"about_ca_topic_score_codex":0.0009085197,"about_ca_topic_score_gemma":0.00011981511,"teacher_disagreement_score":0.10990876,"about_ca_system_score_codex":0.00009599091,"about_ca_system_score_gemma":0.000020388365,"threshold_uncertainty_score":0.6288543},"labels":[],"label_agreement":null},{"id":"W1987171736","doi":"10.1364/cleo_si.2012.cth3d.7","title":"Large Area GaN/AlN Nanowire Resonant Tunneling Devices on Silicon","year":2012,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McGill University","funders":"","keywords":"Nanowire; Quantum tunnelling; Materials science; Optoelectronics; Silicon; Wide-bandgap semiconductor; Quantum well; Gallium nitride; Nanotechnology; Layer (electronics); Optics; Physics","score_opus":0.023487396238614847,"score_gpt":0.2597927185772212,"score_spread":0.23630532233860635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987171736","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":[0.9766275,0.00016024128,0.0001321312,0.00011551568,0.0006324364,0.000161252,0.0000717976,0.00006812286,0.022030953],"genre_scores_gemma":[0.9971403,0.0000021703104,0.0000743538,0.00053620955,0.0008314023,0.0000205153,0.00007644554,0.000028407894,0.0012902169],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987434,0.000043368487,0.00025506777,0.00023361905,0.0001510624,0.00057347043],"domain_scores_gemma":[0.9993418,0.00006439704,0.00010268932,0.00028157525,0.00003957964,0.00016996916],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026538107,0.00021512203,0.00024128243,0.00004825274,0.00014925831,0.00007426019,0.0001528576,0.000051733383,0.0049396865],"category_scores_gemma":[0.000004482076,0.00016121939,0.00010555441,0.000076166594,0.000014421403,0.00023596046,0.000039241124,0.00009553877,0.0005132759],"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":[0.00008983483,0.0012958235,0.4103162,0.00013059241,0.0002335941,0.0000037533753,0.0024431841,0.00003001175,0.44254607,0.119480416,0.013124579,0.0103059225],"study_design_scores_gemma":[0.0014673142,0.00013185485,0.017323093,0.00021080703,0.00009626865,0.0000018397698,0.005107621,0.0003119082,0.62569326,0.0009223021,0.34776673,0.0009669881],"about_ca_topic_score_codex":0.00023518104,"about_ca_topic_score_gemma":0.000018692617,"teacher_disagreement_score":0.39299312,"about_ca_system_score_codex":0.000016471982,"about_ca_system_score_gemma":0.000024538604,"threshold_uncertainty_score":0.99596995},"labels":[],"label_agreement":null},{"id":"W1987784915","doi":"10.1117/12.754334","title":"A proposal for high performance infrared photodetectors: effects of defect on optical absorption properties in GaN/AlGaN spherical potential","year":2007,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"GaN-based semiconductor devices and materials","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":"Toronto Metropolitan University","funders":"","keywords":"Materials science; Absorption (acoustics); Photodetector; Optoelectronics; Dipole; Wavelength; Infrared; Attenuation coefficient; Excited state; Optics; Atomic physics; Chemistry; Physics","score_opus":0.006941113057891775,"score_gpt":0.20878969754394633,"score_spread":0.20184858448605456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987784915","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":[0.99782425,0.000021438473,0.00012916244,0.00012816614,0.0002975242,0.0011601277,0.000031063122,0.000035625304,0.00037264876],"genre_scores_gemma":[0.9768173,0.000006520138,0.022401076,0.000022485876,0.00043852493,0.00020223157,0.000011955723,0.00004942013,0.000050453044],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99803543,3.8123343e-8,0.00073040184,0.000339659,0.00046506175,0.00042939204],"domain_scores_gemma":[0.9986198,0.00013421106,0.00036467265,0.000055165405,0.0007345299,0.00009165376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005725815,0.00030582046,0.00048185137,0.00009395198,0.000053686523,0.0000634546,0.00046141326,0.00015005025,0.000012557638],"category_scores_gemma":[0.00015275576,0.0002397488,0.0004781484,0.00019834521,0.00016479715,0.00032584247,0.000066388486,0.00022614718,7.675402e-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":[0.000511567,0.00029392616,0.00082442735,0.0012296989,0.0002342934,7.295739e-8,0.00017067819,0.00017020406,0.9024585,0.09361368,0.00008489313,0.00040805154],"study_design_scores_gemma":[0.0016655383,0.0008802587,0.0028041005,0.0005401904,0.00009771022,0.0000016948536,0.00045661267,0.0048368056,0.987266,0.0011221489,0.00006921177,0.00025969802],"about_ca_topic_score_codex":0.00002892557,"about_ca_topic_score_gemma":1.9043759e-7,"teacher_disagreement_score":0.09249153,"about_ca_system_score_codex":0.000093263014,"about_ca_system_score_gemma":0.00005202125,"threshold_uncertainty_score":0.9776672},"labels":[],"label_agreement":null},{"id":"W1988112230","doi":"10.1063/1.1379785","title":"Growth of high mobility GaN and AlGaN/GaN high electron mobility transistor structures on 4H-SiC by ammonia molecular-beam epitaxy","year":2001,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Institute for Microstructural Sciences","funders":"","keywords":"Molecular beam epitaxy; Materials science; Optoelectronics; Heterojunction; Electron mobility; Sapphire; Substrate (aquarium); High-electron-mobility transistor; Epitaxy; Silicon; Wide-bandgap semiconductor; Metalorganic vapour phase epitaxy; Doping; Layer (electronics); Transistor; Nanotechnology; Optics; Laser","score_opus":0.004714563625545459,"score_gpt":0.1997015171611179,"score_spread":0.19498695353557244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988112230","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":[0.9974201,0.000024655274,0.0009659163,0.00023429003,0.00012844174,0.0006185171,0.00028065726,0.000050444956,0.0002770085],"genre_scores_gemma":[0.9983501,0.0000037607197,0.00015269873,0.0007972954,0.00021872381,0.00008728871,0.00032506164,0.000059359478,0.000005751589],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99797904,0.00006808304,0.0004336914,0.00070783746,0.0002932925,0.00051804626],"domain_scores_gemma":[0.99889,0.0000825514,0.0002618368,0.0005727397,0.000050052753,0.00014285858],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013805651,0.00045671212,0.000618037,0.000041123625,0.000115511866,0.000055831773,0.00027362542,0.00008187954,0.000081574144],"category_scores_gemma":[0.000001626251,0.0004425656,0.00015042859,0.00018637438,0.00021184579,0.00010232137,0.000025621723,0.00026172926,0.0000070681126],"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":[0.00013690982,0.00030832677,0.00097314303,0.00007087113,0.00014158202,0.0000011920279,0.00013928783,0.00023859025,0.965221,0.031643968,0.0003719102,0.000753239],"study_design_scores_gemma":[0.0010402277,0.00010541802,0.005821407,0.000011921569,0.000108825894,3.7669318e-7,0.000042604737,0.0000036387723,0.97697693,0.015262593,0.00019943785,0.0004266205],"about_ca_topic_score_codex":0.0020100581,"about_ca_topic_score_gemma":0.0000060818143,"teacher_disagreement_score":0.016381377,"about_ca_system_score_codex":0.000057646295,"about_ca_system_score_gemma":0.00003234525,"threshold_uncertainty_score":0.9998026},"labels":[],"label_agreement":null},{"id":"W1988160975","doi":"10.1116/1.4865562","title":"Determination of subband energies and 2DEG characteristics of Al<i>x</i>Ga1−<i>x</i>N/GaN heterojunctions using variational method","year":2014,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Heterojunction; Fermi gas; Mole fraction; Materials science; Doping; Dopant; Condensed matter physics; Fermi level; Energy (signal processing); Electron; Optoelectronics; Physics; Quantum mechanics; Thermodynamics","score_opus":0.01238062267894066,"score_gpt":0.27503727962368896,"score_spread":0.2626566569447483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988160975","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":[0.976404,0.00011630609,0.022776384,0.00021008002,0.000330319,0.00007274222,0.000048766673,0.00000840872,0.000033011038],"genre_scores_gemma":[0.96446437,0.000044273067,0.03540187,0.000025152669,0.000040401093,0.0000015249888,0.0000023503612,0.000008623168,0.0000114119775],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986102,0.000055487115,0.00065251876,0.00021365358,0.00024949736,0.000218649],"domain_scores_gemma":[0.99814385,0.00012398836,0.0010671467,0.00016767593,0.0004228437,0.00007450655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010821719,0.00015905083,0.00048542643,0.00052227307,0.00019773527,0.000055721437,0.00025585303,0.00008894442,0.000041364056],"category_scores_gemma":[0.000039956074,0.00012881107,0.00006601884,0.00046883724,0.00050765096,0.0004356545,0.00008695492,0.00015309635,1.9796636e-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":[0.000020650212,0.000062717976,0.033387624,0.000030041107,0.000029004806,5.262752e-7,0.00017111764,0.000077143544,0.9591833,0.004211597,0.000009386722,0.0028169076],"study_design_scores_gemma":[0.0015372869,0.0009236609,0.048155423,0.00026010323,0.00031484876,0.00013777986,0.0015131133,0.028705353,0.9023876,0.014508385,0.0011034933,0.00045295234],"about_ca_topic_score_codex":0.000054400338,"about_ca_topic_score_gemma":0.0000015880044,"teacher_disagreement_score":0.056795683,"about_ca_system_score_codex":0.000011794215,"about_ca_system_score_gemma":0.00012044538,"threshold_uncertainty_score":0.5252763},"labels":[],"label_agreement":null},{"id":"W1989653016","doi":"10.1116/1.582241","title":"Infrared characterization of GaN and GaN/AlGaN molecular beam epitaxial layers","year":2000,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Materials science; Molecular beam epitaxy; Optoelectronics; Epitaxy; Raman spectroscopy; Infrared; Layer (electronics); Gallium nitride; Crystal (programming language); Reflection (computer programming); Nitride; Optics; Nanotechnology","score_opus":0.005133867199503944,"score_gpt":0.22202518455027803,"score_spread":0.21689131735077408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989653016","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":[0.9986069,0.00020806445,0.00012868106,0.0004251408,0.00017799485,0.0001264198,0.00004190912,0.000017326074,0.00026757177],"genre_scores_gemma":[0.99906325,0.00013588942,0.0005913525,0.000044377273,0.000035710895,0.0000024086594,0.0000043826253,0.0000117638165,0.00011083902],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986356,0.000024589368,0.00052768044,0.0002543718,0.00024061422,0.0003171833],"domain_scores_gemma":[0.99897593,0.000019847514,0.00049509713,0.00019804419,0.00018603001,0.0001250737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047731504,0.0001859201,0.00042115492,0.00040214625,0.00017817627,0.00008837909,0.00036283446,0.00011313937,0.00035894362],"category_scores_gemma":[0.000009421513,0.00015222369,0.00006543956,0.00062269764,0.0006089231,0.0005030026,0.00005068346,0.00022162858,0.0000024876997],"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":[0.000030371493,0.00005623969,0.012799375,0.00001474142,0.0000323755,0.000005307571,0.00022836913,0.00002103263,0.9832286,0.0009244784,0.000014061117,0.0026450518],"study_design_scores_gemma":[0.0008584868,0.00047348547,0.017230673,0.00009657484,0.00007010432,0.00005042765,0.0008127656,0.00023750556,0.97415596,0.0046572946,0.0011015283,0.00025518137],"about_ca_topic_score_codex":0.000021807826,"about_ca_topic_score_gemma":4.052345e-7,"teacher_disagreement_score":0.009072624,"about_ca_system_score_codex":0.000010517977,"about_ca_system_score_gemma":0.00013611633,"threshold_uncertainty_score":0.6207502},"labels":[],"label_agreement":null},{"id":"W1989725838","doi":"10.1088/0022-3727/47/8/085104","title":"Physics-based analysis of low frequency drain noise-current in Al<sub><i>x</i></sub>Ga<sub>1−<i>x</i></sub>N/GaN HFETs","year":2014,"lang":"en","type":"article","venue":"Journal of Physics D Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Noise (video); Current (fluid); Physics; Infrasound; Engineering physics; Materials science; Condensed matter physics; Acoustics; Computer science; Thermodynamics","score_opus":0.010705180737391032,"score_gpt":0.23877802320791494,"score_spread":0.2280728424705239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989725838","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":[0.96706635,0.0000632704,0.03060209,0.000058549227,0.00065321947,0.00046683312,0.00035053497,0.000035653553,0.0007035141],"genre_scores_gemma":[0.99643576,0.000027260863,0.00040307292,0.000302996,0.00232456,0.000048555765,0.00031532295,0.00014148268,9.967688e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99493647,0.00027041262,0.0019742046,0.0007556305,0.0011246059,0.0009386947],"domain_scores_gemma":[0.99462974,0.0004004764,0.0030167897,0.0009474431,0.00061287347,0.00039267392],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008620527,0.0009206455,0.0022879876,0.00034352773,0.00017641322,0.0001623468,0.0008871415,0.00014743813,0.00003260745],"category_scores_gemma":[0.000014492433,0.0009031724,0.0013771235,0.0020913885,0.00025098395,0.00052122696,0.00010927674,0.00094183336,0.000039799594],"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":[0.00010311456,0.0016996514,0.0025998543,0.000204257,0.0010204074,0.0000027579674,0.000412291,0.03863989,0.8980979,0.01712857,0.00021580597,0.03987552],"study_design_scores_gemma":[0.002576137,0.00016380314,0.0019856808,0.0002865571,0.0013986457,4.6413902e-7,0.000110895955,0.004321139,0.94256854,0.04556284,0.00015683864,0.00086846063],"about_ca_topic_score_codex":0.000052533345,"about_ca_topic_score_gemma":0.0000144993655,"teacher_disagreement_score":0.044470657,"about_ca_system_score_codex":0.00014156256,"about_ca_system_score_gemma":0.00044079276,"threshold_uncertainty_score":0.9993419},"labels":[],"label_agreement":null},{"id":"W1989958121","doi":"10.1063/1.4738983","title":"High efficiency ultraviolet emission from Al<sub>x</sub>Ga<sub>1−x</sub>N core-shell nanowire heterostructures grown on Si (111) by molecular beam epitaxy","year":2012,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":47,"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":"Icon; Heterojunction; Molecular beam epitaxy; Physics; Citation; Shell (structure); Information retrieval; Epitaxy; Materials science; Nanotechnology; Computer science; Optoelectronics; World Wide Web","score_opus":0.006593376242405979,"score_gpt":0.2031939628326672,"score_spread":0.19660058659026122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989958121","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":[0.995774,0.00006734493,0.0010650862,0.0001812706,0.0009771171,0.0006707693,0.0009371369,0.00012868561,0.00019859833],"genre_scores_gemma":[0.9901353,0.00000795919,0.00010429342,0.005919677,0.0011657325,0.00011836327,0.0023865958,0.00015919714,0.0000028789427],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9966925,0.00007767104,0.00059577805,0.0009303062,0.0005840136,0.0011197249],"domain_scores_gemma":[0.9980759,0.00014384095,0.0004705094,0.00086150854,0.000047031568,0.00040120323],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015132409,0.00084927,0.0007339665,0.00006559096,0.00031933573,0.00016752978,0.0005354604,0.0001679322,0.00006302915],"category_scores_gemma":[0.0000032891237,0.00080016104,0.00031308798,0.00023033159,0.00017718077,0.00024331297,0.00012295769,0.00047532466,0.00022425565],"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":[0.000080209546,0.00032315776,0.0004925672,0.000027834769,0.0001426238,0.0000029574194,0.00026419724,0.00046835718,0.9820942,0.001642069,0.010323253,0.0041385293],"study_design_scores_gemma":[0.0010780962,0.00006621973,0.00054921827,0.00007068023,0.00012810384,5.352706e-7,0.000074819174,0.000011531181,0.9948059,0.0013785659,0.00093626423,0.000900096],"about_ca_topic_score_codex":0.00019148499,"about_ca_topic_score_gemma":4.388471e-7,"teacher_disagreement_score":0.012711627,"about_ca_system_score_codex":0.00008358664,"about_ca_system_score_gemma":0.000035384128,"threshold_uncertainty_score":0.9994449},"labels":[],"label_agreement":null},{"id":"W1991514844","doi":"10.1063/1.1543233","title":"<i>In situ</i> Mg surface treatment of <i>p</i>-type GaN grown by ammonia-molecular-beam epitaxy for efficient Ohmic contact formation","year":2003,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Institute for Microstructural Sciences","funders":"","keywords":"Ohmic contact; Molecular beam epitaxy; Annealing (glass); Materials science; Doping; Contact resistance; Analytical Chemistry (journal); Epitaxy; In situ; Optoelectronics; Layer (electronics); Nanotechnology; Chemistry; Metallurgy","score_opus":0.008672597537012003,"score_gpt":0.22099946637763482,"score_spread":0.21232686884062282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991514844","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":[0.99176985,0.000028871442,0.005821374,0.00009883588,0.0001997853,0.0009775272,0.00012506578,0.00001677176,0.00096192316],"genre_scores_gemma":[0.99869007,0.000002567707,0.0003378466,0.0004777715,0.000067914,0.000098662924,0.0002724977,0.000038099253,0.000014571231],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99879795,0.00003496152,0.00036174053,0.0002958129,0.00013871229,0.00037084144],"domain_scores_gemma":[0.9993052,0.0000751749,0.0002456916,0.00027532503,0.000035752266,0.000062885854],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009761619,0.00027592672,0.00040165975,0.00002576836,0.00005808814,0.000035886394,0.00010993176,0.000039335137,0.00002009868],"category_scores_gemma":[8.795857e-7,0.0002648299,0.00013719866,0.00014622165,0.000030699604,0.00008776167,0.000007961672,0.00005269294,0.000017488588],"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":[0.000052489795,0.00034338428,0.00012951597,0.000038809743,0.000058016503,4.9699827e-7,0.00028885592,0.0042580995,0.98274046,0.01106261,0.0008428947,0.00018437886],"study_design_scores_gemma":[0.002085295,0.000100334175,0.000017443894,0.000013200837,0.000056547702,1.9298113e-7,0.00013044987,0.000054957804,0.9930639,0.00044280585,0.0037752835,0.0002595907],"about_ca_topic_score_codex":0.00013272345,"about_ca_topic_score_gemma":0.0000015301738,"teacher_disagreement_score":0.010619804,"about_ca_system_score_codex":0.00007329353,"about_ca_system_score_gemma":0.000031476455,"threshold_uncertainty_score":0.9999804},"labels":[],"label_agreement":null},{"id":"W1992926046","doi":"10.4028/www.scientific.net/msf.433-436.979","title":"Growth of AlN Bulk Crystals by Sublimation Sandwich Method","year":2003,"lang":"en","type":"article","venue":"Materials science forum","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Materials science; Sublimation (psychology); Composite material; Crystallography","score_opus":0.011179275196454409,"score_gpt":0.26622487896953667,"score_spread":0.2550456037730823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992926046","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":[0.9916066,0.000019381641,0.0036205128,0.00014069276,0.00080722047,0.00023166975,0.00030050872,0.000023766448,0.0032496355],"genre_scores_gemma":[0.996233,0.0000016361985,0.003393729,0.00006846008,0.000053379743,0.000022364164,0.00004316379,0.000014363089,0.000169945],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983804,0.0001088173,0.00042491133,0.00032782825,0.00030021713,0.00045782607],"domain_scores_gemma":[0.9991472,0.00003779705,0.00028808802,0.00026250232,0.0001684387,0.00009602469],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014050867,0.00016388911,0.00031603605,0.00010425407,0.00017748128,0.00022391796,0.0003227692,0.0000356689,0.003684397],"category_scores_gemma":[0.000039767598,0.00013790064,0.000047680885,0.00032394126,0.00015492673,0.0005098296,0.000055856075,0.00002948313,0.000040674026],"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":[0.000005947469,0.000041559477,0.00092631485,0.00002379567,0.000006368938,9.56792e-8,0.000074066425,0.0000030768251,0.9587789,0.03868644,0.001382215,0.00007122246],"study_design_scores_gemma":[0.00025468835,0.000044429777,0.00012581653,0.00001742433,0.000012590778,9.942773e-7,0.0002486571,0.00000808628,0.988803,0.008077002,0.0022508253,0.0001564721],"about_ca_topic_score_codex":0.00041491335,"about_ca_topic_score_gemma":0.0000010194743,"teacher_disagreement_score":0.030609438,"about_ca_system_score_codex":0.000020861233,"about_ca_system_score_gemma":0.000119629614,"threshold_uncertainty_score":0.99722636},"labels":[],"label_agreement":null},{"id":"W1993099583","doi":"10.1002/pssc.200983541","title":"Simulations of laser diodes with nonpolar InGaN multi‐quantum‐wells","year":2010,"lang":"en","type":"article","venue":"Physica status solidi. C, Conferences and critical reviews/Physica status solidi. C, Current topics in solid state physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Crosslight Software (Canada)","funders":"","keywords":"Quantum well; Diode; Optoelectronics; Laser; Polar; Materials science; Diffusion; Optics; Physics; Thermodynamics","score_opus":0.04624413013810249,"score_gpt":0.3535425072762502,"score_spread":0.3072983771381477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993099583","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":[0.9833848,0.0016697516,0.006956821,0.0003175954,0.0011816224,0.0018445409,0.0033599164,0.00010672572,0.0011782191],"genre_scores_gemma":[0.99445415,0.0025799903,0.0011884365,0.000083592604,0.00090231164,0.0001848456,0.00045668287,0.00010750348,0.000042483254],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9940564,0.0003689993,0.0016548551,0.0013056839,0.00066342024,0.0019506259],"domain_scores_gemma":[0.9960542,0.00069679186,0.000754918,0.0010548189,0.0006598599,0.00077942654],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034048193,0.0011353889,0.0022687488,0.0001577875,0.0003692042,0.0003937564,0.00058329245,0.00013181698,0.000195398],"category_scores_gemma":[0.00013507513,0.00095232535,0.00042951296,0.0006725159,0.0010701203,0.000891534,0.00031363708,0.0013416817,0.00004133434],"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":[0.00039545793,0.010713663,0.06923387,0.0050115394,0.00074828917,0.00002038727,0.013902172,0.0012421253,0.064718716,0.71923435,0.00076547335,0.11401399],"study_design_scores_gemma":[0.014193469,0.0027477625,0.018482,0.006373429,0.002264343,0.000007553195,0.0049425126,0.06882555,0.15815392,0.49807584,0.21555929,0.010374314],"about_ca_topic_score_codex":0.0007770023,"about_ca_topic_score_gemma":0.00017573017,"teacher_disagreement_score":0.22115847,"about_ca_system_score_codex":0.000053347518,"about_ca_system_score_gemma":0.00057772174,"threshold_uncertainty_score":0.99929273},"labels":[],"label_agreement":null},{"id":"W1993157280","doi":"10.1002/pssc.201200890","title":"Nitrogen incorporation into GaAsN and InGaAsN layers grown by liquid‐phase epitaxy","year":2013,"lang":"en","type":"article","venue":"Physica status solidi. C, Conferences and critical reviews/Physica status solidi. C, Current topics in solid state physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Nitrogen; Epitaxy; Analytical Chemistry (journal); Materials science; Nitride; Liquid nitrogen; Hall effect; Gallium arsenide; Substrate (aquarium); Crystallite; Molecular beam epitaxy; Chemistry; Optoelectronics; Electrical resistivity and conductivity; Layer (electronics); Nanotechnology; Metallurgy","score_opus":0.03641478626220776,"score_gpt":0.3435223258048969,"score_spread":0.3071075395426891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993157280","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":[0.9759342,0.008879712,0.006219524,0.0013332982,0.0010646343,0.0030210777,0.001672637,0.00016786731,0.0017070561],"genre_scores_gemma":[0.9851125,0.01125509,0.0005261953,0.00025264962,0.0010446627,0.00079074904,0.00086950907,0.00011218605,0.000036468446],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9930833,0.0006158677,0.0017774826,0.0016159487,0.0007029364,0.0022044647],"domain_scores_gemma":[0.9961929,0.00050688226,0.00072441995,0.00083220226,0.0005811011,0.0011625132],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0003901135,0.0013314203,0.0022030338,0.00015301516,0.0005737319,0.0009293916,0.00051729043,0.00015522187,0.00021187853],"category_scores_gemma":[0.00012270492,0.0012057293,0.0003892832,0.0005893867,0.0008979378,0.0016770997,0.00048196816,0.00094242673,0.00010596773],"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":[0.00036645212,0.0061374577,0.00941042,0.0037110376,0.0005338909,0.000012446152,0.012294615,0.000048511425,0.05796971,0.43129864,0.01285347,0.46536335],"study_design_scores_gemma":[0.0058655445,0.0021849298,0.0005854204,0.0017530412,0.0006939634,0.0000030002195,0.0034901851,0.008182189,0.030299809,0.82019585,0.1223523,0.004393744],"about_ca_topic_score_codex":0.0020130128,"about_ca_topic_score_gemma":0.00006269216,"teacher_disagreement_score":0.4609696,"about_ca_system_score_codex":0.00014033302,"about_ca_system_score_gemma":0.0004569446,"threshold_uncertainty_score":0.9999437},"labels":[],"label_agreement":null},{"id":"W1993721665","doi":"10.1063/1.4798245","title":"Optical phonon modes in InGaN/GaN dot-in-a-wire heterostructures grown by molecular beam epitaxy","year":2013,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":4,"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":"National Science Foundation","keywords":"Nanowire; Materials science; Molecular beam epitaxy; Phonon; Optoelectronics; Heterojunction; Quantum dot; Anisotropy; Photodetector; Doping; Wide-bandgap semiconductor; Polarization (electrochemistry); Condensed matter physics; Epitaxy; Optics; Nanotechnology; Chemistry; Physics","score_opus":0.005398288899377638,"score_gpt":0.2011596278402105,"score_spread":0.19576133894083286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993721665","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":[0.996978,0.000015263098,0.0008923716,0.00025643272,0.00010728158,0.00049190567,0.00004018109,0.00003211015,0.0011864696],"genre_scores_gemma":[0.9971597,7.1340094e-7,0.0005448086,0.0016582505,0.00021092527,0.00019964937,0.00016538419,0.000055172026,0.000005354205],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983886,0.000030227227,0.00036100755,0.00047593712,0.00018818138,0.0005560668],"domain_scores_gemma":[0.9993706,0.00004534355,0.00011618137,0.0003444044,0.000016956812,0.00010651864],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006969034,0.00034574507,0.0004044479,0.00005652856,0.00005070099,0.00014612789,0.00028408217,0.00006972889,0.000103702085],"category_scores_gemma":[0.0000010354821,0.00033990075,0.00009740059,0.00016367217,0.000090329195,0.00020009527,0.000060392056,0.00027696462,0.00006751779],"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":[0.0000097312395,0.00008321941,0.0018210185,0.000021609329,0.00003055966,0.0000022277554,0.0001992089,0.0016867925,0.9840195,0.009177059,0.0006412076,0.0023078306],"study_design_scores_gemma":[0.00086383935,0.00001424281,0.0013981434,0.000025656536,0.000015273632,2.4944234e-7,0.00012822576,0.00010757474,0.99001867,0.006851463,0.00013031198,0.00044633826],"about_ca_topic_score_codex":0.0011373742,"about_ca_topic_score_gemma":0.0000030150104,"teacher_disagreement_score":0.005999146,"about_ca_system_score_codex":0.00004427744,"about_ca_system_score_gemma":0.000017614055,"threshold_uncertainty_score":0.9999053},"labels":[],"label_agreement":null},{"id":"W1994045093","doi":"10.1116/1.3590932","title":"Growth mechanism of InGaN by plasma assisted molecular beam epitaxy","year":2011,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology B Nanotechnology and Microelectronics Materials Processing Measurement and Phenomena","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Indium; Molecular beam epitaxy; Gallium; Materials science; Substrate (aquarium); Epitaxy; Plasma; Optoelectronics; Gallium nitride; Nanotechnology; Metallurgy; Physics; Geology","score_opus":0.014209060960003758,"score_gpt":0.2134197297955911,"score_spread":0.19921066883558733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994045093","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":[0.99443746,0.0023128185,0.0024518613,0.0002852425,0.00019940796,0.00018685238,0.00001496974,0.00004485513,0.000066538705],"genre_scores_gemma":[0.99798685,0.00015645853,0.0017588059,0.000031117852,0.000026395866,0.000010825237,0.0000017719456,0.000021588634,0.000006157506],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978857,0.000042180167,0.00078284886,0.00038850613,0.0003126262,0.00058812456],"domain_scores_gemma":[0.9979051,0.000009658944,0.0011443774,0.00021265143,0.00063943025,0.0000887876],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017198198,0.0002962262,0.0006457853,0.000853068,0.000300672,0.00007370794,0.00062973227,0.00024544672,0.000034105222],"category_scores_gemma":[0.000041509058,0.0002508582,0.00004664691,0.00068113464,0.0009861402,0.0003395663,0.0001732705,0.00032009167,7.115178e-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":[0.00006413124,0.00014255983,0.0002226636,0.00007089877,0.00007330129,0.00000254875,0.00020118385,6.231781e-8,0.9648274,0.028091168,0.00000826331,0.0062958044],"study_design_scores_gemma":[0.00076636835,0.00068200944,0.00003214411,0.00012942012,0.00011658108,0.00006741513,0.00036997555,0.0000026959099,0.9386478,0.058850925,0.00011275147,0.00022192331],"about_ca_topic_score_codex":0.000022266591,"about_ca_topic_score_gemma":0.0000012031545,"teacher_disagreement_score":0.030759757,"about_ca_system_score_codex":0.00007352351,"about_ca_system_score_gemma":0.00042201963,"threshold_uncertainty_score":0.99999434},"labels":[],"label_agreement":null},{"id":"W1994264234","doi":"10.1049/el:20072039","title":"AlGaN/GaN HFETs fabricated from maskless selectively grown mesas on Si(111) substrates","year":2007,"lang":"en","type":"article","venue":"Electronics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Institute for Microstructural Sciences","funders":"","keywords":"Materials science; Transconductance; Optoelectronics; Heterojunction; Passivation; Molecular beam epitaxy; Layer (electronics); Transistor; Epitaxy; Nanotechnology; Electrical engineering; Voltage","score_opus":0.009210628112095111,"score_gpt":0.2296901808257248,"score_spread":0.22047955271362968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994264234","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":[0.9950122,0.00014379605,0.0013463465,0.000943967,0.00035340444,0.00028713667,0.00007983458,0.00012001916,0.0017132877],"genre_scores_gemma":[0.99684924,0.000005827311,0.00014500628,0.0018343626,0.00059654133,0.000019080933,0.00036738862,0.00007074099,0.00011178523],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976396,0.00007733361,0.00040811874,0.00058761006,0.00027705127,0.0010103103],"domain_scores_gemma":[0.9989748,0.00020720025,0.0002316825,0.00035982596,0.000064013184,0.0001624731],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029085373,0.00039888424,0.00038169193,0.00012070648,0.00017759422,0.00013729646,0.0003628558,0.00009165485,0.00054074096],"category_scores_gemma":[0.0000063471466,0.00038522205,0.00015349088,0.00028915715,0.000056220768,0.0001575086,0.000025145957,0.00041103124,0.00017806656],"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":[0.00011769395,0.00012429888,0.0035037554,0.0000062844892,0.00022346352,0.000010746733,0.000314265,0.00005935537,0.9883729,0.0037632165,0.0020999773,0.0014039916],"study_design_scores_gemma":[0.00086984056,0.00017277784,0.0062316265,0.000025570009,0.000072513576,0.0000013513255,0.0002035657,0.00005369648,0.9807534,0.002082716,0.008974555,0.00055837433],"about_ca_topic_score_codex":0.000826338,"about_ca_topic_score_gemma":0.000097563476,"teacher_disagreement_score":0.0076195383,"about_ca_system_score_codex":0.00012823944,"about_ca_system_score_gemma":0.00009589497,"threshold_uncertainty_score":0.99986},"labels":[],"label_agreement":null},{"id":"W1994286447","doi":"10.1063/1.1897834","title":"One-dimensional zigzag gallium nitride nanostructures","year":2005,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Chinese Academy of Sciences; City University of Hong Kong; U.S. Department of Energy","keywords":"Zigzag; Nanostructure; Materials science; Gallium nitride; Gallium; Nanotechnology; Nanoscopic scale; Stacking; Nanorod; Substrate (aquarium); Chemistry; Layer (electronics); Geometry; Metallurgy","score_opus":0.012391321043494139,"score_gpt":0.23502606527767322,"score_spread":0.2226347442341791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994286447","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":[0.99371004,0.000041904485,0.00023373628,0.000075798176,0.00037367712,0.00009562267,0.00003120812,0.000010513748,0.0054275133],"genre_scores_gemma":[0.99219394,0.000002407882,0.0030176726,0.0003232529,0.0043545417,0.0000024702833,0.000015899886,0.000026556212,0.00006327803],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99882513,0.000015692978,0.00046197153,0.00013569223,0.00032317336,0.00023831966],"domain_scores_gemma":[0.99898577,0.00004861254,0.0005277029,0.00016678422,0.00014607621,0.00012504123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013458605,0.00018034979,0.00036309654,0.00004245768,0.000079978156,0.00006321184,0.00021818804,0.000042870066,0.00056337443],"category_scores_gemma":[0.0000014091844,0.00015764638,0.00017732447,0.000089073794,0.00003791089,0.00016412127,0.000037547125,0.00023715453,0.00005715087],"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":[0.00014275128,0.00023010415,0.00029521398,0.000017360353,0.00022617374,0.0000014489176,0.00021974283,0.01419086,0.94524914,0.023584712,0.0044638882,0.011378618],"study_design_scores_gemma":[0.0012923866,0.00006251444,0.0005978342,0.00004079997,0.0001342335,0.0000037349726,0.00012092325,0.00015575431,0.93148214,0.04636277,0.019439759,0.00030716156],"about_ca_topic_score_codex":0.000012535869,"about_ca_topic_score_gemma":6.3727526e-7,"teacher_disagreement_score":0.022778058,"about_ca_system_score_codex":0.000027549175,"about_ca_system_score_gemma":0.000117326534,"threshold_uncertainty_score":0.6428633},"labels":[],"label_agreement":null},{"id":"W1994874451","doi":"10.1002/mop.27788","title":"Broadband High‐Power GaN SPDT Switch Using Stacked‐Shunt Fets and Resonance Inductors","year":2013,"lang":"en","type":"article","venue":"Microwave and Optical Technology Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Université de Moncton; Carleton University; Communications Research Centre Canada","funders":"","keywords":"High-electron-mobility transistor; Monolithic microwave integrated circuit; Insertion loss; Return loss; Broadband; Materials science; Microwave; Optoelectronics; Inductor; Electrical engineering; Shunt (medical); Engineering; Transistor; Telecommunications; Amplifier; Voltage","score_opus":0.009103416567062424,"score_gpt":0.21937602315505975,"score_spread":0.21027260658799732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994874451","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":[0.99534297,0.00023868388,0.00044060126,0.0032938416,0.0001637473,0.0002626033,0.000015830492,0.000057781825,0.0001839602],"genre_scores_gemma":[0.9959759,0.0000112725575,0.002970709,0.00085331424,0.000096586584,0.00001835696,0.000009801653,0.000028024231,0.000036036497],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987132,0.000021359005,0.000269418,0.00044749642,0.00008145637,0.00046710385],"domain_scores_gemma":[0.9994639,0.000035412162,0.000082494706,0.00026516445,0.00004337121,0.00010963407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007735356,0.0002564193,0.00034181273,0.00013232764,0.00013999766,0.00012383811,0.00014231083,0.00017130263,0.00024585513],"category_scores_gemma":[0.0000068588015,0.00022352923,0.000039284678,0.00014297182,0.0004170314,0.0001714622,0.00012088468,0.00027396905,0.000030196401],"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":[0.00000670531,0.000028990009,0.01710251,0.000012841432,0.000038187078,0.000006446146,0.000062774096,5.2966726e-7,0.97343403,0.0045577125,0.0005219028,0.0042273835],"study_design_scores_gemma":[0.0012149583,0.00011313486,0.012997662,0.00009462979,0.00007464994,0.000029919285,0.00068886427,0.0000333786,0.9708765,0.00745975,0.0057541938,0.0006623435],"about_ca_topic_score_codex":0.00025344518,"about_ca_topic_score_gemma":0.000003323118,"teacher_disagreement_score":0.005232291,"about_ca_system_score_codex":0.000019778701,"about_ca_system_score_gemma":0.000016621912,"threshold_uncertainty_score":0.9115258},"labels":[],"label_agreement":null},{"id":"W1995035115","doi":"10.1016/j.jcrysgro.2004.08.089","title":"High-performance GaN/InGaN heterostructure FETs on Mg-doped GaN current blocking layers","year":2004,"lang":"en","type":"article","venue":"Journal of Crystal Growth","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":4,"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 for Microstructural Sciences","funders":"National Science Council","keywords":"Materials science; Optoelectronics; Heterojunction; Doping; Cutoff frequency; Transistor; Nitride; Gallium nitride; Nanotechnology; Electrical engineering; Voltage; Layer (electronics)","score_opus":0.010948653850732489,"score_gpt":0.2368729657745536,"score_spread":0.22592431192382112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995035115","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":[0.99756944,0.0000680889,0.00015970024,0.00014452742,0.0015265611,0.000102527985,0.000030131738,0.00001404434,0.00038494845],"genre_scores_gemma":[0.9982658,0.000014939106,0.00017155193,0.000095939635,0.001390913,0.0000017027887,0.000011635941,0.000031515447,0.000016020338],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99857944,0.00003797868,0.0005315515,0.0001738262,0.00034740582,0.00032978327],"domain_scores_gemma":[0.99891233,0.000022722552,0.00058980385,0.00015655175,0.0001489132,0.00016968814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018197954,0.00025079533,0.000386113,0.0001261839,0.00013451315,0.00013284934,0.00026146125,0.00004736403,0.00014292817],"category_scores_gemma":[0.000006566833,0.00019425424,0.0001696692,0.00010627001,0.000038000806,0.00032271966,0.000023267963,0.00038662986,0.000010188807],"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":[0.00032465794,0.00034626957,0.020139528,0.00020407684,0.0002369011,0.000036861995,0.00096716866,0.007245606,0.9626786,0.0034370837,0.00047509675,0.0039081513],"study_design_scores_gemma":[0.0038582194,0.00080621545,0.013720541,0.0008065142,0.00011473428,0.000059454804,0.00024279601,0.00002108656,0.97220236,0.0051810113,0.0024599873,0.000527054],"about_ca_topic_score_codex":0.000044209613,"about_ca_topic_score_gemma":0.0000013341412,"teacher_disagreement_score":0.009523789,"about_ca_system_score_codex":0.00007354395,"about_ca_system_score_gemma":0.000107753884,"threshold_uncertainty_score":0.7921458},"labels":[],"label_agreement":null},{"id":"W1996020270","doi":"10.1117/12.838612","title":"Influence of the injection current on the degradation of white high-brightness light emitting diodes","year":2009,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Light-emitting diode; Junction temperature; Current (fluid); Materials science; Optoelectronics; Thermal management of high-power LEDs; Degradation (telecommunications); Diode; Brightness; LED lamp; Energy consumption; Engineering physics; Power (physics); Nuclear engineering; Environmental science; Electrical engineering; Optics; Engineering; Physics; Thermodynamics","score_opus":0.00927161718255076,"score_gpt":0.22504686923833842,"score_spread":0.21577525205578765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996020270","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":[0.99734336,0.000028947434,0.0000145864515,0.00153158,0.00021652435,0.00041658248,0.000054132423,0.000016812395,0.00037745576],"genre_scores_gemma":[0.9979474,0.000009660513,0.001638809,0.000038035196,0.00025029323,0.00003879012,0.000005903583,0.000018130047,0.000052987627],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984649,5.8640683e-8,0.00062236865,0.00022266129,0.00047989524,0.00021012715],"domain_scores_gemma":[0.99800855,0.000095678144,0.0007159995,0.00007343972,0.0010665,0.000039822226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045573636,0.00021667917,0.00030634145,0.00004973221,0.00012115536,0.00004951198,0.00069549214,0.000069266665,0.00001133198],"category_scores_gemma":[0.00013698493,0.00012902194,0.0003893192,0.00026423964,0.00012048076,0.0003186449,0.00009304001,0.00021107381,3.4760578e-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":[0.00002934636,0.00008985848,0.0018906628,0.00014627166,0.000100885176,2.5803788e-9,0.00021523036,0.0007084105,0.6354348,0.36092058,0.00022865663,0.00023526979],"study_design_scores_gemma":[0.0004347801,0.00018702711,0.008867759,0.0006498437,0.000115206574,9.174517e-7,0.0007169508,0.0015725546,0.9830755,0.0037973374,0.00040661235,0.00017553887],"about_ca_topic_score_codex":0.000026123873,"about_ca_topic_score_gemma":8.813068e-8,"teacher_disagreement_score":0.35712323,"about_ca_system_score_codex":0.000049089642,"about_ca_system_score_gemma":0.00002771963,"threshold_uncertainty_score":0.52613616},"labels":[],"label_agreement":null},{"id":"W1996662044","doi":"10.1063/1.4817834","title":"On the efficiency droop of top-down etched InGaN/GaN nanorod light emitting diodes under optical pumping","year":2013,"lang":"en","type":"article","venue":"AIP Advances","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":16,"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":"Energy Frontier Research Centers; Basic Energy Sciences; Natural Sciences and Engineering Research Council of Canada; National Nuclear Security Administration; Office of Science; Sandia National Laboratories; U.S. Department of Energy","keywords":"Voltage droop; Light-emitting diode; Optoelectronics; Materials science; Nanorod; Diode; Photoluminescence; Spontaneous emission; Wide-bandgap semiconductor; Gallium nitride; Quantum efficiency; Laser; Optics; Nanotechnology; Physics; Layer (electronics)","score_opus":0.01058580830977036,"score_gpt":0.24611939376706207,"score_spread":0.23553358545729172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996662044","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":[0.99376225,0.00015398118,0.0006147003,0.00065229106,0.0002699866,0.00022005333,0.0000069598304,0.000022101945,0.0042976877],"genre_scores_gemma":[0.9992658,0.000005620029,0.00019498031,0.00019145866,0.00019371106,0.000034516957,0.000006620676,0.00001566982,0.00009161055],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989674,0.000047183526,0.0002978053,0.00023941006,0.00016157726,0.00028664054],"domain_scores_gemma":[0.99914,0.0003059883,0.00017388328,0.00025962474,0.0000670427,0.000053415784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018530132,0.00016453951,0.00023017594,0.000031921023,0.00014948167,0.00008072189,0.00024556895,0.00003262891,0.0005925734],"category_scores_gemma":[0.000031681175,0.00010369752,0.00008376625,0.000114072376,0.00007383146,0.00022166301,0.00004350236,0.00011251117,0.00006115648],"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":[0.000010404373,0.00016828174,0.009381437,0.000056758145,0.000059150574,5.057048e-7,0.00090582273,0.00040788218,0.91955626,0.06402553,0.00009685861,0.005331113],"study_design_scores_gemma":[0.0002689808,0.000093857234,0.00126254,0.00015063409,0.000025067744,4.361638e-7,0.0031596287,0.00016245309,0.975668,0.017746076,0.0012309876,0.00023130907],"about_ca_topic_score_codex":0.00010358847,"about_ca_topic_score_gemma":0.0000028920012,"teacher_disagreement_score":0.056111768,"about_ca_system_score_codex":0.000011961962,"about_ca_system_score_gemma":0.00002897067,"threshold_uncertainty_score":0.64882624},"labels":[],"label_agreement":null},{"id":"W1997320144","doi":"10.1063/1.1413956","title":"Selective growth of GaN on a SiC substrate patterned with an AlN seed layer by ammonia molecular-beam epitaxy","year":2001,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Institute for Microstructural Sciences","funders":"","keywords":"Molecular beam epitaxy; Materials science; Nucleation; Optoelectronics; Layer (electronics); Substrate (aquarium); Photolithography; Wide-bandgap semiconductor; Epitaxy; Etching (microfabrication); Scanning electron microscope; Sputter deposition; Sputtering; Thin film; Nanotechnology; Composite material; Chemistry","score_opus":0.008149783299758802,"score_gpt":0.21038031622875128,"score_spread":0.20223053292899248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997320144","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":[0.99560416,0.0000026691096,0.001940637,0.00013472608,0.000047258916,0.00041527319,0.00010673254,0.00004582363,0.0017027033],"genre_scores_gemma":[0.9976937,5.97184e-7,0.00013108194,0.0015008071,0.00019223685,0.000089304005,0.0003037356,0.000074871205,0.000013634727],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985007,0.00004479925,0.00026740142,0.0004901549,0.000256377,0.0004405914],"domain_scores_gemma":[0.99912435,0.00003879826,0.00027296974,0.00037759444,0.00006412471,0.00012214085],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007295144,0.00037066237,0.00040985047,0.000040385952,0.00007324748,0.0000657612,0.00024398789,0.000045353652,0.000046940448],"category_scores_gemma":[3.5004524e-7,0.00033207913,0.00008969821,0.0002385697,0.00008388609,0.00013859099,0.000018160465,0.0001868627,0.00003075483],"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":[0.00021518556,0.0003005059,0.0069825295,0.000021225589,0.0001939887,0.0000043166397,0.00029562257,0.00035983298,0.9869076,0.0042087426,0.00026819058,0.00024228438],"study_design_scores_gemma":[0.0012249199,0.00018387398,0.0034068068,0.00002512368,0.000073883384,4.5602627e-7,0.00012936868,0.000014772059,0.9934703,0.0009976015,0.000055973433,0.00041690192],"about_ca_topic_score_codex":0.0006936511,"about_ca_topic_score_gemma":0.000006111657,"teacher_disagreement_score":0.0065627433,"about_ca_system_score_codex":0.00002683364,"about_ca_system_score_gemma":0.00003137156,"threshold_uncertainty_score":0.9999131},"labels":[],"label_agreement":null},{"id":"W1997642916","doi":"10.1109/sum.2014.113","title":"Near-infrared InN nanowire optoelectronic devices on Si","year":2014,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":5,"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":"Army Research Office; Natural Sciences and Engineering Research Council of Canada","keywords":"Nanowire; Optoelectronics; Materials science; Infrared; Wide-bandgap semiconductor; Detector; Photodetector; Optics; Physics","score_opus":0.008677114235083671,"score_gpt":0.23436601852689606,"score_spread":0.2256889042918124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997642916","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":[0.91575265,0.000017373068,0.00017974348,0.00031215377,0.0002429041,0.00012895672,0.000011069247,0.00007213037,0.08328302],"genre_scores_gemma":[0.9946645,6.873367e-7,0.00026048586,0.0017670107,0.00027037918,0.00002017471,0.000055368666,0.000024074117,0.0029373278],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990111,0.000052395848,0.00019962051,0.00026766374,0.00012368197,0.0003455576],"domain_scores_gemma":[0.9994271,0.00005882126,0.00008605078,0.00030165748,0.00003931931,0.00008708759],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013756161,0.0001820992,0.00021507515,0.000030134033,0.00013536747,0.00016143497,0.0001935632,0.00003632616,0.0036267703],"category_scores_gemma":[0.0000038029661,0.00014508232,0.000080156955,0.000087199856,0.000027489134,0.00011752015,0.00003247632,0.00009432216,0.00058630435],"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":[0.00013327565,0.00061722676,0.04705133,0.00011805455,0.0003974556,0.000002084911,0.00068208843,0.00030576336,0.36655423,0.43043047,0.07497588,0.07873214],"study_design_scores_gemma":[0.0009955455,0.00033426014,0.0023445473,0.00005069616,0.000035100686,5.3048836e-7,0.000193661,0.0009884348,0.21241298,0.006080408,0.7760297,0.0005341499],"about_ca_topic_score_codex":0.00023241159,"about_ca_topic_score_gemma":0.000013156036,"teacher_disagreement_score":0.7010538,"about_ca_system_score_codex":0.000015836924,"about_ca_system_score_gemma":0.000056506797,"threshold_uncertainty_score":0.99728405},"labels":[],"label_agreement":null},{"id":"W1997753930","doi":"10.1364/oe.22.00a723","title":"Wafer-scale surface roughening for enhanced light extraction of high power AlGaInP-based light-emitting diodes","year":2014,"lang":"en","type":"article","venue":"Optics Express","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Small and Medium Business Administration","keywords":"Light-emitting diode; Materials science; Optoelectronics; Wafer; Dry etching; Etching (microfabrication); Diode; Optics; Layer (electronics); Composite material","score_opus":0.009671206456238706,"score_gpt":0.24886321333085315,"score_spread":0.23919200687461445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997753930","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":[0.8620321,0.000017946055,0.13487041,0.00006907924,0.0005538212,0.00026348376,0.00007222058,0.00003172119,0.0020892113],"genre_scores_gemma":[0.97205794,6.70229e-7,0.0271907,0.000024153203,0.0003223962,0.000027810676,0.00009315679,0.000044316865,0.00023888632],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986909,0.00004572876,0.00044165296,0.00031702995,0.00015586584,0.00034883982],"domain_scores_gemma":[0.99876356,0.0002581432,0.0003749101,0.00034441298,0.0001739948,0.00008497089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036210826,0.0002184051,0.00037088405,0.00003490631,0.00012434067,0.00007650299,0.00019195599,0.00008272658,0.0001086294],"category_scores_gemma":[0.00001714856,0.00020649724,0.0001388122,0.00006129968,0.00002182186,0.00017063512,0.000034276938,0.00009007729,0.0000057064267],"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":[0.000054116903,0.0000902153,0.0003303685,0.00007383217,0.000033052853,1.2505943e-7,0.0003102123,0.0016352605,0.994449,0.00253103,0.000099496785,0.00039329543],"study_design_scores_gemma":[0.0007531435,0.00008593988,0.00008933939,0.000116843796,0.000048838272,1.122969e-7,0.00026134046,0.0010390148,0.99265516,0.00065714674,0.004052121,0.00024097839],"about_ca_topic_score_codex":0.00012235554,"about_ca_topic_score_gemma":0.0000036215768,"teacher_disagreement_score":0.1100258,"about_ca_system_score_codex":0.0000175658,"about_ca_system_score_gemma":0.000027330727,"threshold_uncertainty_score":0.8420713},"labels":[],"label_agreement":null},{"id":"W1997920156","doi":"10.1007/s10854-013-1582-7","title":"Improving the quality of GaN epilayer by preparing a novel patterned sapphire substrate","year":2013,"lang":"en","type":"article","venue":"Journal of Materials Science Materials in Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Optech (Canada)","funders":"","keywords":"Materials science; Sapphire; Chemical vapor deposition; Optoelectronics; Metalorganic vapour phase epitaxy; Diffraction; Substrate (aquarium); Dry etching; Dislocation; Etching (microfabrication); Residual stress; Epitaxy; Optics; Nanotechnology; Composite material; Layer (electronics); Laser","score_opus":0.016418933902289157,"score_gpt":0.27457587338099715,"score_spread":0.258156939478708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997920156","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":[0.99796176,0.00008774996,0.00018371946,0.000103017934,0.0010710009,0.00040776486,0.00010494502,0.000008727872,0.00007129389],"genre_scores_gemma":[0.999314,0.000015237432,0.00025601214,0.000059280588,0.0002806143,0.000024893028,0.00000767613,0.000025788911,0.000016516375],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9962462,0.00024455952,0.0018791404,0.00031498374,0.00057677965,0.0007383393],"domain_scores_gemma":[0.99677706,0.000107749285,0.002233198,0.00040431088,0.00037080343,0.000106897634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053614,0.0002803004,0.0007825164,0.0001486935,0.00014838384,0.0005981599,0.001048218,0.0000700301,0.0006796303],"category_scores_gemma":[0.00008077782,0.00018916502,0.000091343245,0.00027592122,0.00028789463,0.00090784713,0.00012800076,0.00014848443,0.000009769839],"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":[0.000065657085,0.00011716894,0.00078490685,0.000069815935,0.000022956337,3.094476e-7,0.00022311039,0.00005072668,0.99745846,0.0008970483,0.00005117204,0.00025869926],"study_design_scores_gemma":[0.00066977093,0.00015344426,0.0024985995,0.00008759593,0.00002206445,0.0000077295435,0.0003891131,0.000012006551,0.9946656,0.0012438754,0.000043560427,0.00020658936],"about_ca_topic_score_codex":0.0023172523,"about_ca_topic_score_gemma":0.000016456077,"teacher_disagreement_score":0.0052806223,"about_ca_system_score_codex":0.00011775164,"about_ca_system_score_gemma":0.00047061045,"threshold_uncertainty_score":0.7713925},"labels":[],"label_agreement":null},{"id":"W1998124857","doi":"10.1007/s10854-014-2339-7","title":"Non-parabolicity and inter-valley transitions within zinc-blende indium nitride","year":2014,"lang":"en","type":"article","venue":"Journal of Materials Science Materials in Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Indium; Zinc; Indium nitride; Condensed matter physics; Nitride; Conduction band; Electron; Field (mathematics); Chemistry; Physics; Materials science; Nanotechnology; Quantum mechanics; Mathematics; Optoelectronics","score_opus":0.008001879329777594,"score_gpt":0.24778613498548513,"score_spread":0.23978425565570755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998124857","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":[0.9969694,0.000039198665,0.00041603393,0.00020595959,0.001896267,0.00023383475,0.00007292853,0.000012843828,0.0001535501],"genre_scores_gemma":[0.99819845,0.000027399978,0.0007822016,0.00011879316,0.00080714235,0.000012201155,0.000009522279,0.000028769793,0.00001551749],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997027,0.00022277104,0.001291456,0.0003498105,0.00040073908,0.0007082564],"domain_scores_gemma":[0.99831396,0.00005609915,0.00093531574,0.00027960673,0.0002250287,0.00018997437],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0045353617,0.00030761995,0.00081222143,0.00039264592,0.00020276308,0.00057109765,0.0006238583,0.00008584541,0.0003948831],"category_scores_gemma":[0.00005483522,0.0002567501,0.00006402949,0.00030231013,0.00030593044,0.0007330286,0.000101463214,0.00019811867,0.000012402354],"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":[0.00011858512,0.00009201539,0.00037840827,0.000046327288,0.000019315741,0.000002572229,0.00046922948,0.000093049086,0.9938412,0.004760016,0.00003218176,0.00014712755],"study_design_scores_gemma":[0.000995354,0.00034251963,0.0010195998,0.00015258802,0.000042923282,0.000043121334,0.0002626389,0.000026458649,0.98729664,0.009198153,0.00034721865,0.0002727907],"about_ca_topic_score_codex":0.00021725876,"about_ca_topic_score_gemma":0.00001790809,"teacher_disagreement_score":0.0065445383,"about_ca_system_score_codex":0.00010829416,"about_ca_system_score_gemma":0.00049232773,"threshold_uncertainty_score":0.9999885},"labels":[],"label_agreement":null},{"id":"W1998782856","doi":"10.1063/1.2772667","title":"White electroluminescence from a hybrid polymer-GaN:Mg nanocrystals device","year":2007,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"University of Victoria","funders":"","keywords":"Electroluminescence; Materials science; PEDOT:PSS; Photoluminescence; Nanocrystal; Optoelectronics; Indium tin oxide; Doping; Gallium nitride; Indium; Polymer; Layer (electronics); Nanotechnology; Composite material","score_opus":0.00820390278072973,"score_gpt":0.21510320394786706,"score_spread":0.20689930116713734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998782856","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":[0.9792994,0.000040755633,0.015428408,0.00024318362,0.00030465337,0.00031025423,0.00014778953,0.00009768654,0.004127842],"genre_scores_gemma":[0.99377334,8.815686e-7,0.00034432288,0.003504272,0.0017983959,0.000039436432,0.0003867846,0.00007111309,0.00008144871],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997932,0.000025825462,0.00042318238,0.0005712183,0.0002895101,0.0007582628],"domain_scores_gemma":[0.998896,0.00010804884,0.0002699159,0.0005166947,0.00003933145,0.00016999718],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017420092,0.0003967109,0.00042036545,0.000047800408,0.00015981267,0.00012782832,0.0003840434,0.000040022634,0.00037629998],"category_scores_gemma":[9.041215e-7,0.00040889677,0.00015203335,0.00022930386,0.00008100886,0.00017121478,0.000058512665,0.00021292549,0.00020885655],"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":[0.000043159078,0.00007802222,0.0046509225,0.000012002998,0.00010428485,0.0000050104286,0.0001820428,0.000022260287,0.9868169,0.003882301,0.0017879225,0.0024151802],"study_design_scores_gemma":[0.00065871474,0.000013510373,0.001185965,0.000020879954,0.000073057774,5.933619e-7,0.0001291379,0.000010428846,0.99393296,0.0008702565,0.0026001877,0.00050430413],"about_ca_topic_score_codex":0.0007452573,"about_ca_topic_score_gemma":0.0000075419043,"teacher_disagreement_score":0.015084085,"about_ca_system_score_codex":0.000038600658,"about_ca_system_score_gemma":0.000041175033,"threshold_uncertainty_score":0.99983627},"labels":[],"label_agreement":null},{"id":"W2000939361","doi":"10.1116/1.3660395","title":"Temperature mapping using single wavelength pyrometry during epitaxial growth","year":2011,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology B Nanotechnology and Microelectronics Materials Processing Measurement and Phenomena","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Pyrometer; Wafer; Epitaxy; Emissivity; Materials science; Wavelength; Optoelectronics; Heterojunction; Temperature measurement; Optics; Substrate (aquarium); Atmospheric temperature range; Temperature control; Nanotechnology; Layer (electronics); Physics","score_opus":0.024125770870796672,"score_gpt":0.21779021807769064,"score_spread":0.19366444720689396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000939361","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":[0.9962415,0.0024772082,0.00040359073,0.00021639607,0.00036079346,0.0001866776,0.000007638526,0.000069325106,0.00003687269],"genre_scores_gemma":[0.99662566,0.00013167372,0.0030203252,0.000028156852,0.00015173224,0.000006203378,0.0000010697717,0.000027913813,0.0000072889943],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976236,0.000045036966,0.0007477431,0.00047733774,0.00031195916,0.00079427223],"domain_scores_gemma":[0.9981677,0.000008158786,0.0008874746,0.0002137696,0.00061627047,0.00010665081],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014987921,0.00035188656,0.00062783126,0.0014752843,0.00072675664,0.00018330025,0.0005679062,0.00028206038,0.000039089075],"category_scores_gemma":[0.000045614812,0.0002983485,0.000049044513,0.0010762402,0.00094148703,0.0006070039,0.00022267233,0.00046886803,0.0000010847936],"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":[0.000062891944,0.000119088276,0.0010277396,0.00010366742,0.00006225338,0.000005716005,0.00039153697,1.663209e-7,0.991695,0.0026414678,0.0000017604938,0.0038887432],"study_design_scores_gemma":[0.00082348415,0.00033998312,0.00030048276,0.00023083894,0.00008746847,0.00020527146,0.00089163147,0.00000479264,0.9809591,0.015777228,0.00006690572,0.00031278847],"about_ca_topic_score_codex":0.00001522976,"about_ca_topic_score_gemma":0.0000012967334,"teacher_disagreement_score":0.01313576,"about_ca_system_score_codex":0.00017314026,"about_ca_system_score_gemma":0.00044356103,"threshold_uncertainty_score":0.9999469},"labels":[],"label_agreement":null},{"id":"W2001150835","doi":"10.1063/1.4795146","title":"Steady-state and transient electron transport within wurtzite and zinc-blende indium nitride","year":2013,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":32,"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, Okanagan Campus; University of British Columbia; University of Windsor","funders":"National Science Foundation","keywords":"Wurtzite crystal structure; Indium nitride; Indium; Nitride; Electric field; Condensed matter physics; Electron; Materials science; Wide-bandgap semiconductor; Gallium nitride; Zinc; Physics; Optoelectronics; Nanotechnology; Metallurgy; Quantum mechanics","score_opus":0.007871600096828473,"score_gpt":0.21171388128551355,"score_spread":0.20384228118868508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001150835","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":[0.9974916,0.000057686193,0.0005183257,0.000040350275,0.00012680545,0.00023623397,0.000027505836,0.000006375524,0.0014951483],"genre_scores_gemma":[0.99897003,0.000024495437,0.00042887157,0.000093711926,0.00036993666,0.000009766268,0.00001018775,0.000026680149,0.00006630939],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988946,0.00001717668,0.00046956408,0.00016695405,0.00019179443,0.00025991688],"domain_scores_gemma":[0.9991952,0.000030630068,0.00041308047,0.00011038654,0.00008412559,0.00016655115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017516219,0.0002114832,0.00039555907,0.000046887006,0.000071859926,0.000078223566,0.00010330118,0.000035263107,0.00008115045],"category_scores_gemma":[3.4097064e-7,0.00017290161,0.00007575598,0.000079179146,0.00005761412,0.00024009004,0.000011128781,0.0002579995,0.000008647846],"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":[0.0001912934,0.00019721736,0.0029966326,0.00010663368,0.0003072219,0.0000041309913,0.0039791893,0.0011734238,0.9801817,0.005127727,0.00041541763,0.0053193946],"study_design_scores_gemma":[0.00492879,0.0005086095,0.0124914795,0.00014378794,0.000466476,0.000020870695,0.0021328,0.00039784648,0.8986958,0.07465905,0.0046478934,0.0009065588],"about_ca_topic_score_codex":0.000067684035,"about_ca_topic_score_gemma":0.0000021201076,"teacher_disagreement_score":0.08148588,"about_ca_system_score_codex":0.000014010285,"about_ca_system_score_gemma":0.000073731986,"threshold_uncertainty_score":0.7050723},"labels":[],"label_agreement":null},{"id":"W2001640701","doi":"10.1088/1367-2630/16/11/113065","title":"Enhancement of TE polarized light extraction efficiency in nanoscale (AlN)<sub><i>m</i></sub>/(GaN)<sub><i>n</i></sub>(<i>m</i>&gt;<i>n</i>) superlattice substitution for Al-rich AlGaN disorder alloy: ultra-thin GaN layer modulation","year":2014,"lang":"en","type":"article","venue":"New Journal of Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":17,"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 Alberta","funders":"","keywords":"Physics; Superlattice; Optoelectronics; Polarization (electrochemistry); Electronic band structure; Condensed matter physics","score_opus":0.011360204100149797,"score_gpt":0.24547754893672905,"score_spread":0.23411734483657926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001640701","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":[0.8756842,0.00012176804,0.12222108,0.00027668732,0.00094698643,0.0005682518,0.000035477886,0.000019678148,0.0001258809],"genre_scores_gemma":[0.9978316,0.00006727798,0.0006712923,0.00019739551,0.0010346348,0.000022649672,0.00009112578,0.000069951115,0.000014081001],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9968147,0.00021116584,0.0013485521,0.00044252223,0.0006224091,0.00056064833],"domain_scores_gemma":[0.9973334,0.0002248174,0.0013695072,0.00037406042,0.00047964853,0.00021858633],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008760902,0.00045615344,0.0008034792,0.0001864315,0.00018263402,0.00010867497,0.00033115092,0.00014931656,0.000027435917],"category_scores_gemma":[0.000044224656,0.0004332508,0.0003748735,0.00043272652,0.00006794373,0.00093592616,0.000023027533,0.00037671326,0.0000138565565],"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":[0.00024764042,0.0007830468,0.0022052391,0.000092741444,0.00010347598,9.647871e-7,0.0006446001,0.0027787744,0.9800124,0.0017953104,0.00030798427,0.011027826],"study_design_scores_gemma":[0.0034457878,0.00040831944,0.00096259074,0.00023075944,0.00020646256,0.000004517474,0.0001615728,0.0018206696,0.9872514,0.0032867398,0.001792412,0.00042878606],"about_ca_topic_score_codex":0.00014739679,"about_ca_topic_score_gemma":0.000060334914,"teacher_disagreement_score":0.1221474,"about_ca_system_score_codex":0.00011018733,"about_ca_system_score_gemma":0.00027058457,"threshold_uncertainty_score":0.99981195},"labels":[],"label_agreement":null},{"id":"W2002795605","doi":"10.1007/s11664-014-3023-7","title":"Phosphor-Free InGaN/GaN Dot-in-a-Wire White Light-Emitting Diodes on Copper Substrates","year":2014,"lang":"en","type":"article","venue":"Journal of Electronic Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":20,"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","funders":"","keywords":"Light-emitting diode; Optoelectronics; Materials science; Phosphor; Copper; Diode; Substrate (aquarium); Layer (electronics); Nanowire; Nanotechnology; Metallurgy","score_opus":0.0070010808163266805,"score_gpt":0.22823145490366253,"score_spread":0.22123037408733584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002795605","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":[0.9966609,0.00015789896,0.000015885846,0.0004226919,0.00077418576,0.00015181286,0.00003161587,0.00001451272,0.0017705212],"genre_scores_gemma":[0.99820286,0.000019491987,0.0000711431,0.00014529985,0.0013304558,0.000008522617,0.000015459244,0.00004544419,0.0001613465],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99756235,0.00020803248,0.0010091241,0.0002483864,0.00027714687,0.0006949554],"domain_scores_gemma":[0.9984174,0.000102329504,0.00087933615,0.0003508455,0.0001314672,0.00011866921],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013992618,0.00031355437,0.00073907827,0.00015107224,0.00009601628,0.0002496375,0.0004959476,0.000090288915,0.0012648099],"category_scores_gemma":[0.000052646967,0.00024676564,0.00013944607,0.00013346132,0.000027632648,0.0002554701,0.000040208764,0.00027920786,0.00003129721],"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":[0.00017281831,0.000119582204,0.0057081417,0.000048194765,0.0000940119,0.000005132177,0.00023435538,0.0000756012,0.9841879,0.00757445,0.0013583886,0.00042143668],"study_design_scores_gemma":[0.0013803694,0.00044489632,0.0011993675,0.00027101993,0.00005183018,0.000012001575,0.00018887818,0.000005275933,0.98389673,0.0059421957,0.0063228193,0.00028461602],"about_ca_topic_score_codex":0.00009142167,"about_ca_topic_score_gemma":0.000014754328,"teacher_disagreement_score":0.004964431,"about_ca_system_score_codex":0.00009360784,"about_ca_system_score_gemma":0.00017612474,"threshold_uncertainty_score":0.99999845},"labels":[],"label_agreement":null},{"id":"W2002899911","doi":"10.4028/www.scientific.net/msf.457-460.1545","title":"Experimental and Theoretical Analysis of Sublimation Growth of Bulk AlN Crystals","year":2004,"lang":"en","type":"article","venue":"Materials science forum","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Impact","funders":"","keywords":"Materials science; Sublimation (psychology); Crystallography; Engineering physics; Condensed matter physics; Metallurgy","score_opus":0.007987649522073793,"score_gpt":0.2525947133880244,"score_spread":0.24460706386595063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002899911","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":[0.99875504,0.000012680731,0.0003922098,0.00007922137,0.0001587476,0.00011574466,0.00017775771,0.0000074950894,0.00030112546],"genre_scores_gemma":[0.9995309,6.28734e-7,0.00038532377,0.000017165006,0.000022702116,0.000007359276,0.000027551601,0.0000053106164,0.0000030647343],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990102,0.000022335891,0.00033113523,0.00020495278,0.00021354841,0.0002178322],"domain_scores_gemma":[0.99947804,0.000016465796,0.00019778898,0.00015992916,0.00008894365,0.000058833193],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042826287,0.00009830976,0.00031729136,0.0002016775,0.00007663153,0.000081373044,0.00017718025,0.000021001582,0.0010984874],"category_scores_gemma":[0.000009925177,0.00007939734,0.000051440573,0.0004122087,0.00066492124,0.00026837806,0.0000888268,0.000013666284,0.000002089765],"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":[0.000010249388,0.000045856417,0.0014117236,0.000009912641,0.000026297828,7.677919e-8,0.00022263154,0.000017133641,0.74700016,0.25124556,0.0000018631181,0.000008548025],"study_design_scores_gemma":[0.00023556608,0.000069858506,0.0020683547,0.000015098207,0.00007654623,2.6551635e-7,0.00065844244,0.000023672854,0.9836762,0.013093957,0.0000019097297,0.0000801049],"about_ca_topic_score_codex":0.0003436632,"about_ca_topic_score_gemma":6.724896e-7,"teacher_disagreement_score":0.2381516,"about_ca_system_score_codex":0.000014584342,"about_ca_system_score_gemma":0.000052271065,"threshold_uncertainty_score":0.9998146},"labels":[],"label_agreement":null},{"id":"W2003110502","doi":"10.1016/j.mseb.2011.12.008","title":"Analytical model for the optical functions of indium gallium nitride with application to thin film solar photovoltaic cells","year":2011,"lang":"en","type":"article","venue":"Materials Science and Engineering B","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Queen's University","funders":"","keywords":"Wurtzite crystal structure; Materials science; Indium; Thin film; Ellipsometry; Gallium nitride; Gallium; Optoelectronics; Copper indium gallium selenide solar cells; Scanning electron microscope; Indium gallium nitride; Optics; Analytical Chemistry (journal); Nanotechnology; Chemistry; Composite material; Zinc; Metallurgy; Physics; Layer (electronics)","score_opus":0.0160905379083267,"score_gpt":0.21342010339094428,"score_spread":0.19732956548261757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003110502","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":[0.8564352,0.0000023756302,0.14301768,0.000015925483,0.00012653931,0.00027377144,0.00006777792,0.000013675159,0.000047089143],"genre_scores_gemma":[0.99605393,5.407221e-7,0.003705875,0.00002462124,0.00006583077,0.00010015677,0.00000487273,0.000009551416,0.000034597917],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999336,0.0000029995097,0.00015501984,0.00018032758,0.00012228938,0.00020335848],"domain_scores_gemma":[0.9995911,0.000029014196,0.000039939263,0.0001699409,0.00009254998,0.00007741534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037615074,0.00009473758,0.00013822096,0.00005546432,0.000099982375,0.00007100546,0.00016124148,0.000019141848,0.000046079807],"category_scores_gemma":[0.000007964292,0.000061835686,0.000017116396,0.0001409213,0.000082874394,0.000109353736,0.000037888698,0.000027722543,0.000004642765],"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":[0.000021528935,0.000017277946,0.00007692428,0.000023136054,0.000008757966,4.2381117e-8,0.00028889763,0.014227986,0.9837604,0.0015041998,0.000036324647,0.000034519766],"study_design_scores_gemma":[0.00010569294,0.000048032813,0.00045475544,0.0000120432305,0.000033584405,3.5917262e-7,0.000107481916,0.14101443,0.8578943,0.0000878523,0.00015095083,0.000090547306],"about_ca_topic_score_codex":0.00017408523,"about_ca_topic_score_gemma":0.000001629965,"teacher_disagreement_score":0.13961878,"about_ca_system_score_codex":0.000008907153,"about_ca_system_score_gemma":0.000056606357,"threshold_uncertainty_score":0.25215858},"labels":[],"label_agreement":null},{"id":"W2003616314","doi":"10.1039/b903539g","title":"Optical and structural characterization of blue-emitting Mg2+- and Zn2+-doped GaN nanoparticles","year":2009,"lang":"en","type":"article","venue":"Journal of Materials Chemistry","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":9,"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 Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; University of Victoria; Army Research Office; University of Cincinnati","keywords":"Photoluminescence; Raman spectroscopy; Materials science; Zinc; Doping; Analytical Chemistry (journal); Dopant; Spectroscopy; Zinc nitrate; Diffraction; Nanoparticle; Gallium; Gallium nitride; Nanotechnology; Chemistry; Optoelectronics; Optics","score_opus":0.007563192028989376,"score_gpt":0.22984767740329393,"score_spread":0.22228448537430456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003616314","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":[0.99961364,0.000033498265,0.000009595668,0.00009346538,0.00011638354,0.00004266625,0.000037931757,0.000004244181,0.000048565566],"genre_scores_gemma":[0.9993131,0.000010180814,0.00018390056,0.000021455706,0.00043328656,4.947031e-7,0.000013163252,0.000007886567,0.000016535412],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999135,0.000022784316,0.00050566165,0.00010001315,0.00010416467,0.00013235281],"domain_scores_gemma":[0.9992256,0.00002409405,0.0005057901,0.00007656016,0.00008289004,0.000085051965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020543598,0.00011816212,0.00032518586,0.000016473205,0.000038148995,0.00009171841,0.00007201046,0.000044178672,0.0002455012],"category_scores_gemma":[0.000017233637,0.00009620955,0.00003190156,0.000026538626,0.000044026197,0.00016667743,0.000018876117,0.000053878983,3.3295092e-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":[0.00005490019,0.00001862392,0.0011879326,0.00007089672,0.000023839293,0.0000021026199,0.0001252964,0.0000013540172,0.99779785,0.000053783348,0.000005320138,0.0006581134],"study_design_scores_gemma":[0.00041774736,0.000044191926,0.011219209,0.000118068405,0.00004448795,0.000030313451,0.00012449558,0.000005664695,0.98765284,0.00022831709,0.000022564613,0.000092102135],"about_ca_topic_score_codex":0.000004064662,"about_ca_topic_score_gemma":2.0914388e-8,"teacher_disagreement_score":0.010145,"about_ca_system_score_codex":0.000005976542,"about_ca_system_score_gemma":0.000025080262,"threshold_uncertainty_score":0.39233118},"labels":[],"label_agreement":null},{"id":"W2003646858","doi":"10.1016/j.infrared.2006.10.013","title":"Performance improvements of ultraviolet/infrared dual-band detectors","year":2006,"lang":"en","type":"article","venue":"Infrared Physics & Technology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":14,"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 for Microstructural Sciences","funders":"Small Business Innovation Research","keywords":"Responsivity; Ultraviolet; Materials science; Optoelectronics; Photocurrent; Infrared; Detector; Impurity; Absorption (acoustics); Photodetector; Optics; Physics","score_opus":0.006357641097990703,"score_gpt":0.21538629509035548,"score_spread":0.20902865399236478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003646858","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":[0.9892521,0.00004566388,0.00040907276,0.000020313286,0.00029656314,0.00030251555,0.00018094265,0.00014865438,0.009344183],"genre_scores_gemma":[0.9985264,0.0000037455823,0.00037260202,0.000025288093,0.00027650167,0.00007403794,0.00012868443,0.000040492036,0.000552256],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99848115,0.000019503508,0.00051903207,0.00035406774,0.00017202387,0.00045424668],"domain_scores_gemma":[0.9988241,0.000028391589,0.0003896383,0.0005676918,0.00014681745,0.00004331388],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007369746,0.00029615598,0.0004413124,0.00014770123,0.00010380088,0.000028460197,0.0003244886,0.00015182623,0.00023600714],"category_scores_gemma":[0.000003349308,0.00029218214,0.000117363954,0.00042765486,0.00019389816,0.00018850312,0.00007479889,0.0002061426,0.00003877723],"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":[0.000019291812,0.00019333076,0.06545718,0.000064009575,0.00007747194,0.000001333328,0.000051602306,0.00006341364,0.9191273,0.0058685383,0.0004846334,0.008591921],"study_design_scores_gemma":[0.00082200376,0.00013479423,0.0030346836,0.00005071432,0.000045464014,8.99203e-7,0.00010861239,0.0000666224,0.9419814,0.051458314,0.0019986336,0.00029790858],"about_ca_topic_score_codex":0.00032708602,"about_ca_topic_score_gemma":0.0000020259577,"teacher_disagreement_score":0.0624225,"about_ca_system_score_codex":0.000029896391,"about_ca_system_score_gemma":0.00007190674,"threshold_uncertainty_score":0.99995303},"labels":[],"label_agreement":null},{"id":"W2004424558","doi":"10.1166/jnn.2010.2639","title":"Light Extraction Efficiency Enhancement of GaN-Based Light Emitting Diodes on <i>n</i>-GaN Layer Using a SiO<sub>2</sub> Photonic Quasi-Crystal Overgrowth","year":2010,"lang":"en","type":"article","venue":"Journal of Nanoscience and Nanotechnology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Luxmux Technology (Canada)","funders":"","keywords":"Materials science; Optoelectronics; Light-emitting diode; Layer (electronics); Photonic crystal; Lithography; Nanosphere lithography; Diode; Gallium nitride; Photonics; Power (physics); Transistor; Nanotechnology; Fabrication","score_opus":0.010238314399424967,"score_gpt":0.2529382035564337,"score_spread":0.24269988915700874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004424558","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":[0.99642754,0.00008412714,0.0020662663,0.00029329985,0.000885173,0.00014852552,0.000008191787,0.000013356006,0.00007350457],"genre_scores_gemma":[0.99929655,0.00002384532,0.00045103428,0.000066287896,0.00013973168,0.0000035033734,9.248861e-7,0.000014406315,0.0000036979284],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982834,0.000043810414,0.0006580643,0.00030163646,0.00033395868,0.00037913123],"domain_scores_gemma":[0.99837995,0.00008617032,0.001034928,0.00023771521,0.00016783613,0.000093433104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059405074,0.00021936816,0.00044105045,0.0003881022,0.0002173856,0.000055039523,0.0003101854,0.00017491798,0.000039296934],"category_scores_gemma":[0.0000525025,0.00017231314,0.00014011742,0.00039187394,0.00015607137,0.00027106865,0.00002846941,0.00045637815,0.000002062753],"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":[0.000064734755,0.00035109447,0.0010397854,0.000024157476,0.000015128262,0.000006893871,0.00008603866,0.000034728087,0.99530655,0.0003596315,0.00001081123,0.002700466],"study_design_scores_gemma":[0.0006306977,0.00088227954,0.00012086967,0.00016074887,0.00004345274,0.000030253848,0.0001885604,0.00044301065,0.9964065,0.00034562417,0.0005693018,0.0001787029],"about_ca_topic_score_codex":0.00003180746,"about_ca_topic_score_gemma":0.0000063849743,"teacher_disagreement_score":0.0028690123,"about_ca_system_score_codex":0.000034114706,"about_ca_system_score_gemma":0.00026526322,"threshold_uncertainty_score":0.7026726},"labels":[],"label_agreement":null},{"id":"W2004547698","doi":"10.1088/0022-3727/47/34/345104","title":"Polarization charge properties of low-temperature atomic layer deposition of AlN on GaN","year":2014,"lang":"en","type":"article","venue":"Journal of Physics D Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":4,"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 Alberta","funders":"","keywords":"Atomic layer deposition; Materials science; Optoelectronics; Layer (electronics); Deposition (geology); Charge (physics); Nanotechnology; Physics; Geology","score_opus":0.011249449841070156,"score_gpt":0.2131325944845843,"score_spread":0.20188314464351415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004547698","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":[0.99687636,0.000012291764,0.0017817334,0.00001526734,0.0002150397,0.00017074918,0.000043459273,0.0000070039605,0.00087811373],"genre_scores_gemma":[0.99832386,0.0000025898632,0.00013067125,0.000050326234,0.0014000856,0.0000045779543,0.000034104123,0.000037131507,0.0000166564],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986637,0.000054626194,0.00057042885,0.00014857783,0.00038264392,0.00018000524],"domain_scores_gemma":[0.99818045,0.00003049928,0.0011276357,0.00021522163,0.0003811731,0.00006504006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000196219,0.00022272936,0.00053348404,0.000042503423,0.00006029237,0.000036555117,0.00020189112,0.000061645136,0.000025565207],"category_scores_gemma":[0.000002800692,0.00017975486,0.00020776296,0.00016051366,0.000053441683,0.0001966214,0.000021686104,0.00021882752,0.000008912834],"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":[0.00010372234,0.00039507853,0.00041566335,0.00016344442,0.00011625174,9.0320626e-8,0.00034596206,0.0009839006,0.9422132,0.053527955,0.0000567211,0.0016780496],"study_design_scores_gemma":[0.00077805173,0.00013372212,0.00022048426,0.00025489638,0.00008902457,4.1662358e-7,0.000091958325,0.00019225098,0.990841,0.0072021,0.000030114188,0.00016602996],"about_ca_topic_score_codex":0.000023658906,"about_ca_topic_score_gemma":2.1896227e-7,"teacher_disagreement_score":0.04862779,"about_ca_system_score_codex":0.000026187414,"about_ca_system_score_gemma":0.00009895255,"threshold_uncertainty_score":0.73301905},"labels":[],"label_agreement":null},{"id":"W2005551113","doi":"10.5539/mas.v3n3p132","title":"Synthesis Porous GaN by Using UV-assisted Electrochemical Etching and Its Optical Studies","year":2009,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Full width at half maximum; Materials science; Wurtzite crystal structure; Photoluminescence; Porosity; Luminescence; Analytical Chemistry (journal); Etching (microfabrication); Raman spectroscopy; Band gap; Optoelectronics; Optics; Nanotechnology; Chemistry; Composite material; Zinc","score_opus":0.027807951172082804,"score_gpt":0.2827664072502301,"score_spread":0.2549584560781473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005551113","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":[0.99423236,0.00019212817,0.0038953652,0.00010528219,0.000040426065,0.00013247729,0.0000066598536,0.000035333876,0.0013599992],"genre_scores_gemma":[0.9988323,0.0000038601534,0.000925177,0.00012951299,0.000072947696,0.000009943527,0.000002271959,0.000009308575,0.000014680778],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99866325,0.000011104312,0.00019535235,0.00045162556,0.0002475133,0.00043117124],"domain_scores_gemma":[0.9995275,0.00005944421,0.00007788111,0.00015388361,0.000049966366,0.0001313244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028030004,0.00017108083,0.00025954854,0.000046868736,0.00031467364,0.00015252794,0.00022436517,0.000031610838,0.000016899518],"category_scores_gemma":[0.00001584596,0.00014904462,0.000025663918,0.00016370333,0.00015371466,0.00015272453,0.000053254254,0.0001018602,0.000004008661],"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":[0.000008314015,0.000039940565,0.00004016834,0.0000062574954,0.000010282563,4.7907e-7,0.00021735026,0.000007661888,0.99073863,0.0021405185,0.000013694751,0.0067767305],"study_design_scores_gemma":[0.00013678592,0.000016510567,0.00011702376,0.000019948517,0.00003065457,0.0000029864011,0.0002136802,0.006366465,0.989345,0.0035326597,0.000014991572,0.0002032599],"about_ca_topic_score_codex":0.000009447309,"about_ca_topic_score_gemma":3.1736454e-7,"teacher_disagreement_score":0.006573471,"about_ca_system_score_codex":0.000045246292,"about_ca_system_score_gemma":0.00006318122,"threshold_uncertainty_score":0.6077863},"labels":[],"label_agreement":null},{"id":"W2006173209","doi":"10.1063/1.4821191","title":"Fabrication of p-type porous GaN on silicon and epitaxial GaN","year":2013,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Materials science; Ohmic contact; Cathodoluminescence; Epitaxy; Sapphire; Doping; Optoelectronics; Photoluminescence; Porous silicon; Wide-bandgap semiconductor; Silicon; Nanotechnology; Luminescence; Layer (electronics); Optics","score_opus":0.010586935397546004,"score_gpt":0.21498051760911666,"score_spread":0.20439358221157064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006173209","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":[0.99579173,0.0000036482809,0.000220082,0.00018128945,0.00014109848,0.00030452403,0.000015602556,0.000019917454,0.003322116],"genre_scores_gemma":[0.9985688,9.077017e-7,0.000087235654,0.00075129734,0.0004337949,0.00003577675,0.00008212598,0.000022343413,0.000017734805],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99928224,0.00001602003,0.00018662427,0.00022415358,0.00010836873,0.00018260384],"domain_scores_gemma":[0.99947006,0.00004185537,0.00015969828,0.00023463926,0.000040520048,0.000053235923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004126731,0.00015499534,0.00020726748,0.00002428142,0.000048070564,0.000039898565,0.00009913371,0.00002554383,0.00016063073],"category_scores_gemma":[9.757122e-7,0.00014625773,0.000036030488,0.00008194792,0.000056906338,0.00008192565,0.000015736192,0.000074591066,0.000093790535],"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":[0.000010391415,0.00005611294,0.0012639039,0.00001767104,0.000032526048,7.961096e-8,0.00020189448,0.000105743646,0.9754395,0.013207057,0.00158248,0.0080826795],"study_design_scores_gemma":[0.00073121645,0.00007424102,0.010785165,0.000020819134,0.000048761485,1.62938e-7,0.00022780715,0.00006979987,0.9819563,0.0050008018,0.00071834587,0.0003665742],"about_ca_topic_score_codex":0.00041115654,"about_ca_topic_score_gemma":2.9150272e-7,"teacher_disagreement_score":0.009521262,"about_ca_system_score_codex":0.000009204475,"about_ca_system_score_gemma":0.000010950374,"threshold_uncertainty_score":0.5964218},"labels":[],"label_agreement":null},{"id":"W2007128208","doi":"10.1021/nl104536x","title":"p-Type Modulation Doped InGaN/GaN Dot-in-a-Wire White-Light-Emitting Diodes Monolithically Grown on Si(111)","year":2011,"lang":"en","type":"article","venue":"Nano Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":277,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McGill University","funders":"","keywords":"Materials science; Optoelectronics; Quantum dot; Light-emitting diode; Molecular beam epitaxy; Heterojunction; Diode; Doping; Nanowire; Epitaxy; Phosphor; Modulation (music); Nanotechnology; Layer (electronics); Physics","score_opus":0.021436265793962427,"score_gpt":0.2310009847611126,"score_spread":0.20956471896715018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007128208","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":[0.99471414,0.0000085246775,0.000090958776,0.00079347985,0.00052628655,0.0002369322,0.000013606008,0.0000557455,0.003560339],"genre_scores_gemma":[0.99746,9.440857e-7,0.0004897049,0.0014533948,0.00038582418,0.000019937666,0.000053901535,0.0000399461,0.00009633317],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998515,0.00008973305,0.00039896325,0.00040380983,0.00018498689,0.00040749973],"domain_scores_gemma":[0.99930346,0.000039177266,0.00018992303,0.00033058733,0.000050077266,0.000086785316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023202135,0.00025526917,0.00029262868,0.000121069854,0.00010992824,0.00008103073,0.00022258787,0.000089729765,0.0003929776],"category_scores_gemma":[0.000010647269,0.00022958757,0.00009437503,0.0001868722,0.00003085429,0.00022278976,0.00003566515,0.000181367,0.00010496182],"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":[0.00006950299,0.00008516349,0.066099115,0.000022653845,0.000033460274,0.0000063038738,0.0015069077,0.0001066904,0.9289612,0.0011344829,0.00043275466,0.0015417639],"study_design_scores_gemma":[0.0020363603,0.00025314445,0.07017395,0.0003447514,0.00007102077,0.0000018892364,0.0005978908,0.0003130638,0.9197466,0.001348179,0.0040089022,0.0011042391],"about_ca_topic_score_codex":0.0005044543,"about_ca_topic_score_gemma":0.000010833555,"teacher_disagreement_score":0.009214592,"about_ca_system_score_codex":0.000045980552,"about_ca_system_score_gemma":0.000027514876,"threshold_uncertainty_score":0.93623096},"labels":[],"label_agreement":null},{"id":"W2008369742","doi":"10.1016/s0022-0248(01)01266-0","title":"Defect reduction in GaN epilayers and HFET structures grown on (0001)sapphire by ammonia MBE","year":2001,"lang":"en","type":"article","venue":"Journal of Crystal Growth","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nortel (Canada); National Research Council Canada; Institute for Microstructural Sciences","funders":"","keywords":"Materials science; Sapphire; Optoelectronics; Molecular beam epitaxy; Metalorganic vapour phase epitaxy; Etch pit density; Epitaxy; Etching (microfabrication); Layer (electronics); Silicon; Silicon carbide; Nanotechnology; Optics; Laser; Composite material","score_opus":0.008077147011510582,"score_gpt":0.23261593465876818,"score_spread":0.2245387876472576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008369742","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":[0.9980551,0.00014962556,0.00003509736,0.0004480499,0.0003865524,0.00008806735,0.000027828803,0.0000062275053,0.0008034482],"genre_scores_gemma":[0.9993156,0.000039564133,0.000084740066,0.00011285345,0.00037353026,0.0000017411671,0.000010463575,0.00001869496,0.000042792137],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989858,0.00007108562,0.00038551906,0.00015313526,0.00018905505,0.00021540778],"domain_scores_gemma":[0.99938035,0.000031708514,0.00032195196,0.00008792503,0.000059470807,0.00011857831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020461583,0.00016906671,0.00029377907,0.00013587295,0.000058705977,0.00008318802,0.00010649173,0.00004680107,0.00014631212],"category_scores_gemma":[0.000007730324,0.00013642113,0.000112444985,0.000111175876,0.00004390229,0.00026178372,0.000013484806,0.00021579143,0.0000015145398],"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":[0.0006184233,0.00018891174,0.04631242,0.000044052053,0.00012633001,0.000033136304,0.00046673013,0.00009044843,0.93656653,0.0014328304,0.010709162,0.003411001],"study_design_scores_gemma":[0.015946176,0.0048904223,0.14306137,0.00091250654,0.00052239565,0.0010700232,0.006166153,0.00011009476,0.65086293,0.084733255,0.089355156,0.0023695296],"about_ca_topic_score_codex":0.0002421333,"about_ca_topic_score_gemma":0.000005658111,"teacher_disagreement_score":0.28570363,"about_ca_system_score_codex":0.000035680612,"about_ca_system_score_gemma":0.000027733122,"threshold_uncertainty_score":0.5563092},"labels":[],"label_agreement":null},{"id":"W2008543317","doi":"10.1007/s10854-007-9158-z","title":"Dielectric susceptibility of InN and related alloys","year":2007,"lang":"en","type":"article","venue":"Journal of Materials Science Materials in Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dielectric; Condensed matter physics; Semiconductor; Materials science; Permittivity; Valence (chemistry); Electron; Dielectric permittivity; Stoichiometry; Valence electron; Chemistry; Optoelectronics; Physics; Physical chemistry; Quantum mechanics","score_opus":0.008363604572544864,"score_gpt":0.25868417554076045,"score_spread":0.2503205709682156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008543317","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":[0.9979023,0.00021459145,0.000038283983,0.0000756548,0.0013017892,0.00020864392,0.000027299411,0.000008063194,0.00022338219],"genre_scores_gemma":[0.9993411,0.000070616086,0.00036492327,0.000035009332,0.00014811142,0.0000018398368,0.0000043492887,0.00001899747,0.000015098494],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9967066,0.00015360345,0.0016907665,0.0002947801,0.00044758758,0.0007066576],"domain_scores_gemma":[0.9978762,0.00010845127,0.0013041319,0.0002612551,0.00031974431,0.00013020913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008933108,0.00022906806,0.00074647693,0.0004600524,0.000088828296,0.00015492196,0.00049788185,0.000079840895,0.0006299867],"category_scores_gemma":[0.000110470544,0.00018832012,0.000057298228,0.0005894863,0.0003535073,0.0005138259,0.00010543114,0.00015200657,0.0000035119135],"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":[0.00018116983,0.00011000397,0.0021248937,0.000041517844,0.000019479288,0.0000054751445,0.00018617342,0.000010305973,0.991787,0.0049871183,0.000014437133,0.0005324185],"study_design_scores_gemma":[0.0007053873,0.00043483733,0.006662756,0.00007551381,0.00002647638,0.00003323481,0.00018497006,0.00000213312,0.9844443,0.0070845536,0.00016880588,0.00017702133],"about_ca_topic_score_codex":0.00016235387,"about_ca_topic_score_gemma":0.000015039388,"teacher_disagreement_score":0.008822638,"about_ca_system_score_codex":0.00013240609,"about_ca_system_score_gemma":0.0004592571,"threshold_uncertainty_score":0.76794714},"labels":[],"label_agreement":null},{"id":"W2009379380","doi":"10.1002/mop.25758","title":"Particle swarm optimization in the determination of the optimal bias current for noise performance of gallium nitride HEMTs","year":2011,"lang":"en","type":"article","venue":"Microwave and Optical Technology Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Communications Research Centre Canada; Université de Moncton","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; Iran Telecommunication Research Center","keywords":"Gallium nitride; Transistor; Noise (video); Particle swarm optimization; Optoelectronics; Materials science; Electronic engineering; Microwave; Noise figure; Nitride; High-electron-mobility transistor; Electrical engineering; Gallium; Computer science; Engineering; Nanotechnology; Telecommunications; Voltage; Algorithm; CMOS; Amplifier","score_opus":0.026923449013044932,"score_gpt":0.2395680858049359,"score_spread":0.21264463679189097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009379380","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":[0.99197567,0.00004053924,0.007152252,0.00046461695,0.00006226937,0.00026313387,0.000009055889,0.0000057704347,0.000026681057],"genre_scores_gemma":[0.9954244,0.000007166843,0.0044303574,0.00007338395,0.000018442583,0.0000349636,0.000004297611,0.000005523303,0.0000014628667],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994559,0.000020007525,0.00022037706,0.000113512564,0.00004801295,0.00014217023],"domain_scores_gemma":[0.9996566,0.00004055905,0.00010653131,0.00015015398,0.000035024652,0.000011084907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015095442,0.000078389625,0.00012945317,0.000043736003,0.000037279493,0.0000068762183,0.00016034878,0.000039947896,0.0000074103973],"category_scores_gemma":[0.00001029383,0.00004965963,0.000041778145,0.00012306607,0.00018474481,0.000050951647,0.00003914277,0.000080218895,4.588655e-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":[0.000058056197,0.0001619566,0.054797415,0.00007506747,0.000013648112,2.798557e-7,0.00049519795,0.00020653842,0.93228436,0.00353557,0.00001850936,0.00835343],"study_design_scores_gemma":[0.0003817071,0.00006984598,0.002352958,0.00003554329,0.00003137169,0.0000010618534,0.0001989347,0.0024507614,0.99413776,0.00023739254,0.00003836922,0.00006428454],"about_ca_topic_score_codex":0.000010035892,"about_ca_topic_score_gemma":0.000001219295,"teacher_disagreement_score":0.06185344,"about_ca_system_score_codex":0.000005049093,"about_ca_system_score_gemma":0.000009827646,"threshold_uncertainty_score":0.2025061},"labels":[],"label_agreement":null},{"id":"W2009526631","doi":"10.1063/1.4857535","title":"Optical and structural characterization of nitrogen-rich InN: Transition from nearly intrinsic to strongly n-type degenerate with temperature","year":2013,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"","keywords":"Photoluminescence; Crystallite; Afterglow; Materials science; Sapphire; Nitrogen; Characterization (materials science); Analytical Chemistry (journal); Degenerate energy levels; Electron; Atmospheric temperature range; Chemistry; Optoelectronics; Laser; Nanotechnology; Optics","score_opus":0.005538845596908816,"score_gpt":0.18699052971079108,"score_spread":0.18145168411388227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009526631","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":[0.99816555,0.0000025659724,0.0007878921,0.00037842084,0.00008441825,0.00042302615,0.00011454578,0.00001836715,0.00002521545],"genre_scores_gemma":[0.99678415,4.191888e-7,0.000875097,0.0011076458,0.0003711816,0.000039863673,0.00079179055,0.000028062388,0.0000017977047],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99919325,0.000018632623,0.00018618791,0.00027335854,0.00012985872,0.000198694],"domain_scores_gemma":[0.999561,0.000015728743,0.00009283034,0.00016973646,0.000073548974,0.00008712349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000022141785,0.00019972314,0.0002483916,0.000027308459,0.00006170026,0.000121021025,0.00008301113,0.00003425693,0.000092761955],"category_scores_gemma":[2.6874366e-7,0.00016773847,0.000023858707,0.00015758359,0.00004627661,0.00019526652,0.00002039946,0.000108952445,0.000017055996],"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":[0.00005239365,0.00001687531,0.0015559007,0.000010791853,0.00007137747,2.667316e-7,0.0004597649,0.00021165815,0.994535,0.0014262724,0.00006436835,0.001595303],"study_design_scores_gemma":[0.00061734626,0.00006620336,0.013613091,0.000020403319,0.00005936516,2.727381e-7,0.00013156682,0.000050394567,0.9847945,0.0003414047,0.000033917222,0.00027156668],"about_ca_topic_score_codex":0.00020367878,"about_ca_topic_score_gemma":0.000001273456,"teacher_disagreement_score":0.012057191,"about_ca_system_score_codex":0.000010295559,"about_ca_system_score_gemma":0.000020130212,"threshold_uncertainty_score":0.6840176},"labels":[],"label_agreement":null},{"id":"W2009554688","doi":"10.1016/j.spmi.2006.07.024","title":"Carrier diffusion processes near threading dislocations in GaN and GaN:Si characterized by low voltage cathodoluminescence","year":2006,"lang":"en","type":"article","venue":"Superlattices and Microstructures","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":8,"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 de Sherbrooke","funders":"","keywords":"Cathodoluminescence; Materials science; Exciton; Monochromatic color; Optoelectronics; Diffusion; Acceptor; Condensed matter physics; Optics; Physics","score_opus":0.005797854456046824,"score_gpt":0.22550458284929992,"score_spread":0.2197067283932531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009554688","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":[0.99753326,0.0013999811,0.00005214306,0.000052581712,0.00011529986,0.00029724473,0.00043924738,0.000020861899,0.00008937226],"genre_scores_gemma":[0.999001,0.000057366415,0.00012355397,0.00006350738,0.00018399661,0.000029692286,0.0003180891,0.000024138893,0.00019863958],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989612,0.00002803922,0.00026819098,0.00036657625,0.00007958892,0.0002963821],"domain_scores_gemma":[0.99957836,0.000056370005,0.00009819117,0.0001420991,0.00005010535,0.00007488073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007369978,0.00023590014,0.00028346662,0.00004521995,0.0002451784,0.00035416966,0.000102675105,0.00006390253,0.00012384186],"category_scores_gemma":[0.000006227344,0.00019683808,0.000027464914,0.00011866604,0.00015602823,0.00028292616,0.00003583609,0.000098665514,0.0000012134382],"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":[0.000018489685,0.000027660262,0.12925602,0.00020230841,0.0000072464945,8.4504734e-7,0.0008193196,0.0000013017661,0.86853176,0.00012587481,0.000053459455,0.00095568766],"study_design_scores_gemma":[0.0029128727,0.00011608503,0.21153498,0.00045505993,0.00014819117,0.000016798158,0.0034641419,0.0001532283,0.7568539,0.0032093057,0.019797953,0.0013375259],"about_ca_topic_score_codex":0.003579824,"about_ca_topic_score_gemma":0.00029390753,"teacher_disagreement_score":0.11167792,"about_ca_system_score_codex":0.000008906526,"about_ca_system_score_gemma":0.000044543067,"threshold_uncertainty_score":0.8026824},"labels":[],"label_agreement":null},{"id":"W2010449018","doi":"10.1007/s10854-012-0818-2","title":"Transient electron transport in the III–V compound semiconductors gallium arsenide and gallium nitride","year":2012,"lang":"en","type":"article","venue":"Journal of Materials Science Materials in Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Gallium arsenide; Gallium nitride; Wurtzite crystal structure; Drift velocity; Electric field; Electron; Materials science; Gallium; Condensed matter physics; Atomic physics; Optoelectronics; Physics; Nanotechnology; Zinc","score_opus":0.012906881906661762,"score_gpt":0.2566310659854818,"score_spread":0.24372418407882004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010449018","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":[0.9969259,0.00053096697,0.000015457521,0.00018329959,0.0017301058,0.00043065517,0.000046596244,0.000009351782,0.00012770284],"genre_scores_gemma":[0.9987308,0.00017055689,0.0001386939,0.00014080791,0.0007417921,0.00001986701,0.000014998172,0.000031472544,0.000011024922],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9958372,0.00036640422,0.0014961882,0.00032656465,0.0006465307,0.0013271235],"domain_scores_gemma":[0.9985039,0.00011091796,0.00076704624,0.00030994043,0.00013362823,0.0001745422],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0070910202,0.00038326357,0.00085256255,0.00039671667,0.00016227273,0.00032848347,0.0008185714,0.00009582516,0.00033520776],"category_scores_gemma":[0.000023081813,0.0002729355,0.00008371999,0.000480756,0.00031108933,0.0011221177,0.000041914696,0.00030537008,0.000005230463],"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":[0.00018767595,0.00021049063,0.0031435785,0.00004184935,0.000017767934,0.000008166464,0.0015179372,0.00005641484,0.9924144,0.0023336438,0.000032574262,0.000035471163],"study_design_scores_gemma":[0.0011305875,0.00023024864,0.0073848153,0.000099518315,0.000057136454,0.00011755361,0.00086824363,0.0000017218872,0.98745924,0.0013918123,0.0009449209,0.00031418863],"about_ca_topic_score_codex":0.00041199502,"about_ca_topic_score_gemma":0.00004171914,"teacher_disagreement_score":0.0070679383,"about_ca_system_score_codex":0.00020358592,"about_ca_system_score_gemma":0.0004950585,"threshold_uncertainty_score":0.9999723},"labels":[],"label_agreement":null},{"id":"W2011719306","doi":"10.1007/s11082-011-9458-7","title":"Modeling of polarization effects in InGaN PIN solar cells","year":2011,"lang":"en","type":"article","venue":"Optical and Quantum Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Crosslight Software (Canada)","funders":"","keywords":"Polarization (electrochemistry); Optoelectronics; Materials science; Engineering physics; Optics; Physics; Chemistry","score_opus":0.012378099709375001,"score_gpt":0.21689704366079982,"score_spread":0.2045189439514248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011719306","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":[0.9902576,0.00015274892,0.008909411,0.000008552696,0.00006268573,0.00011082947,0.000003856395,0.0000082539,0.000486035],"genre_scores_gemma":[0.99927557,0.000020990276,0.00061965943,0.000016720123,0.000030931835,0.00000485399,0.000011029997,0.000011588487,0.000008655686],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993013,0.000029854975,0.0002046633,0.00015185424,0.00006143936,0.0002508739],"domain_scores_gemma":[0.99976647,0.00002577609,0.000040905383,0.000090814756,0.000025003723,0.000051013445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012923042,0.00010226727,0.00019144731,0.00004527999,0.000028925031,0.000013846406,0.000062028535,0.000047595466,0.000034771914],"category_scores_gemma":[0.000004216647,0.00009103288,0.0000318787,0.00008098982,0.000022465192,0.00008138908,0.000024188032,0.000117740885,0.0000032287874],"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":[0.00004475183,0.00020445594,0.0037338403,0.00009895186,0.000027372207,0.0000011677582,0.0004209509,0.00021678641,0.66721237,0.32618752,0.0000019944052,0.0018498785],"study_design_scores_gemma":[0.0008381151,0.00040216537,0.00055115024,0.000090009824,0.00005566862,7.0270903e-7,0.00013314636,0.19263038,0.76181084,0.043116454,0.0000775862,0.00029377206],"about_ca_topic_score_codex":0.00035693537,"about_ca_topic_score_gemma":0.000012723122,"teacher_disagreement_score":0.28307104,"about_ca_system_score_codex":0.000008808219,"about_ca_system_score_gemma":0.000039515686,"threshold_uncertainty_score":0.3712213},"labels":[],"label_agreement":null},{"id":"W2012298973","doi":"10.1109/vppc.2010.5729180","title":"On the suitability of Gallium-Nitride (GaN) based automotive power electronics","year":2010,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Gallium nitride; Power electronics; Power semiconductor device; Materials science; Wide-bandgap semiconductor; Electronics; Passivation; Automotive electronics; Automotive industry; Optoelectronics; Semiconductor device; Substrate (aquarium); Engineering physics; Semiconductor; Electrical engineering; Voltage; Power (physics); Layer (electronics); Breakdown voltage; Nanotechnology; Engineering; Physics","score_opus":0.00801478403237921,"score_gpt":0.2333235284399664,"score_spread":0.2253087444075872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012298973","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":[0.9771267,0.0000036042866,0.00016160608,0.00039228788,0.00025458442,0.00023564466,0.000057875794,0.000026410147,0.021741273],"genre_scores_gemma":[0.9992924,1.5077705e-7,0.00008735412,0.00030860773,0.000064525615,0.000015230215,0.000016186836,0.0000138550295,0.00020171635],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99912477,0.000059478476,0.00022288125,0.00019625995,0.00014454292,0.00025205518],"domain_scores_gemma":[0.99889404,0.00035328552,0.00011295261,0.0004443252,0.00014341762,0.0000520002],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039154568,0.00014363365,0.00018636615,0.000024107148,0.00006458122,0.000032301716,0.00022563194,0.00004229179,0.013585247],"category_scores_gemma":[0.000036378828,0.000087388806,0.0001163415,0.00008560332,0.00006907607,0.000049110535,0.000013784577,0.00022488592,0.000054583445],"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":[0.00003984117,0.00030688997,0.006234184,0.000010072782,0.000049341816,1.917328e-7,0.00010443561,0.00003072408,0.77111256,0.22078323,0.0011124143,0.00021612896],"study_design_scores_gemma":[0.00029886697,0.000110979665,0.0029915213,0.0000062835124,0.000017508695,7.607162e-8,0.00015037888,0.00010920007,0.9807278,0.012079797,0.0033743733,0.00013322251],"about_ca_topic_score_codex":0.00025086536,"about_ca_topic_score_gemma":0.000045436638,"teacher_disagreement_score":0.20961525,"about_ca_system_score_codex":0.000010720398,"about_ca_system_score_gemma":0.0001368272,"threshold_uncertainty_score":0.9873165},"labels":[],"label_agreement":null},{"id":"W2012728322","doi":"10.1109/led.2014.2379213","title":"Electrothermal Mapping of AlGaN/GaN HEMTs Using Microresistance Thermometer Detectors","year":2014,"lang":"en","type":"article","venue":"IEEE Electron Device Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"High-electron-mobility transistor; Sapphire; Thermometer; Materials science; Transistor; Optoelectronics; Analytical Chemistry (journal); Physics; Electrical engineering; Chemistry; Engineering; Thermodynamics","score_opus":0.013080710440212346,"score_gpt":0.2330614736095191,"score_spread":0.21998076316930676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012728322","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":[0.9935545,0.00011982755,0.005107393,0.00014988497,0.0003122293,0.00027219448,0.000010848892,0.000047425565,0.00042574207],"genre_scores_gemma":[0.9967894,0.0000011781865,0.0008524257,0.0016613888,0.0005520929,0.000020805099,0.000012030425,0.00006869134,0.00004200854],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99812824,0.0001554623,0.00043591045,0.00040108018,0.00020160587,0.00067769486],"domain_scores_gemma":[0.9990541,0.00007269402,0.00034276515,0.00038055252,0.00006156659,0.000088359426],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023855304,0.0003275481,0.00043840043,0.00015187555,0.00010362826,0.00006070972,0.00033381046,0.00006297551,0.00017392932],"category_scores_gemma":[0.0000036314145,0.0003159029,0.00018381768,0.00025891437,0.00006270658,0.0001605955,0.000015980446,0.00020244691,0.000018739363],"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":[0.000026607173,0.000040528786,0.0029997793,0.0000626625,0.00009613784,5.6698366e-7,0.00011158765,0.000066588385,0.99455667,0.00013738677,0.00018906766,0.0017124125],"study_design_scores_gemma":[0.00040815267,0.000049291142,0.0011665605,0.00009146823,0.000054707165,0.0000023482264,0.000036618057,0.0001700457,0.9948832,0.000117755284,0.0026621213,0.00035774626],"about_ca_topic_score_codex":0.00044013155,"about_ca_topic_score_gemma":0.000014272999,"teacher_disagreement_score":0.0042549674,"about_ca_system_score_codex":0.000060456703,"about_ca_system_score_gemma":0.00007044502,"threshold_uncertainty_score":0.9999293},"labels":[],"label_agreement":null},{"id":"W2013008031","doi":"10.1016/j.sse.2008.06.008","title":"Gate dielectric engineering of quarter sub micron AlGaN/GaN MISHFET: A new device architecture for improved transconductance and high cut-off frequency","year":2008,"lang":"en","type":"article","venue":"Solid-State Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":7,"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":"Transconductance; Materials science; Dielectric; Optoelectronics; Quarter (Canadian coin); Electrical engineering; Electronic engineering; Transistor; Engineering; Voltage","score_opus":0.007348290989770578,"score_gpt":0.217789727785481,"score_spread":0.21044143679571042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013008031","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":[0.9867943,0.0027642115,0.008991908,0.0002867363,0.00017077425,0.00066849246,0.0002255758,0.000053331456,0.00004470407],"genre_scores_gemma":[0.9973452,0.00029930077,0.0016732288,0.000083875566,0.00022463319,0.000047183374,0.00014337875,0.00007767452,0.00010552728],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99809015,0.000031980675,0.00048433422,0.00045761335,0.00010415126,0.00083180144],"domain_scores_gemma":[0.99914294,0.000081754755,0.00022561253,0.00028377151,0.00009833828,0.00016755829],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011165404,0.00039165447,0.0005487966,0.00010596263,0.00011676874,0.000039235216,0.0002166701,0.000086732485,0.00003896089],"category_scores_gemma":[0.0000066701364,0.00038078974,0.0001598104,0.0002213689,0.00004367321,0.00014995139,0.000012065228,0.00027191572,0.0000023908547],"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":[0.000077866134,0.000049823,0.00010583408,0.00011984072,0.0001614974,0.0000013997122,0.0006651075,0.00025016945,0.99299127,0.0012180228,0.00013921612,0.004219938],"study_design_scores_gemma":[0.0019197548,0.0005156553,0.00019042504,0.00005460571,0.000111841604,0.000013827023,0.00003170643,0.0011443472,0.98227113,0.0075594606,0.0056275073,0.00055973086],"about_ca_topic_score_codex":0.00042006423,"about_ca_topic_score_gemma":0.00018381092,"teacher_disagreement_score":0.010720147,"about_ca_system_score_codex":0.000048346974,"about_ca_system_score_gemma":0.00041753374,"threshold_uncertainty_score":0.9998644},"labels":[],"label_agreement":null},{"id":"W2013275571","doi":"10.1002/adfm.201000739","title":"Photoluminescence Properties of a Nearly Intrinsic Single InN Nanowire","year":2010,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":53,"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":"Materials science; Photoluminescence; Nanowire; Laser linewidth; Molecular beam epitaxy; Optoelectronics; Doping; Epitaxy; Condensed matter physics; Nanotechnology; Layer (electronics); Optics; Laser","score_opus":0.015275237857596083,"score_gpt":0.2092245527005289,"score_spread":0.19394931484293282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013275571","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":[0.9962286,0.000023223616,0.00005019696,0.000079240126,0.0028391755,0.00024408688,0.00012426989,0.00004091435,0.00037032773],"genre_scores_gemma":[0.9986237,0.0000011905595,0.00043267172,0.00011542008,0.000406794,0.000072869545,0.000068361005,0.00002487042,0.0002540895],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989458,0.000029647883,0.00038599377,0.00025673752,0.00016329384,0.00021853992],"domain_scores_gemma":[0.9992474,0.000024490831,0.00023207889,0.00025228932,0.00018637658,0.000057365134],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011876859,0.00017916622,0.00029969832,0.000052100364,0.00008195488,0.000063966596,0.00013292734,0.00004511298,0.0025483114],"category_scores_gemma":[0.000022988283,0.00015052485,0.00005659044,0.000099803896,0.00010876426,0.00031772233,0.00005172269,0.000076334436,0.00006824157],"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":[0.00011913127,0.0001060068,0.0007771925,0.00004390085,0.000023925826,4.016618e-7,0.000044751407,0.000004590445,0.9953525,0.0024636553,0.00012693553,0.0009370035],"study_design_scores_gemma":[0.0004281137,0.00006276719,0.0014170557,0.000056577526,0.00001450533,0.0000023113068,0.000076247336,8.9334395e-7,0.9930985,0.00053913455,0.0041334466,0.00017047729],"about_ca_topic_score_codex":0.000194653,"about_ca_topic_score_gemma":0.0000068696845,"teacher_disagreement_score":0.004006511,"about_ca_system_score_codex":0.000008928136,"about_ca_system_score_gemma":0.00006283896,"threshold_uncertainty_score":0.9983635},"labels":[],"label_agreement":null},{"id":"W2013702096","doi":"10.1016/j.mseb.2008.07.002","title":"Investigation of GaN-based vertical-injection light-emitting diodes with GaN nano-cone structure by ICP etching","year":2008,"lang":"en","type":"article","venue":"Materials Science and Engineering B","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Luxmux Technology (Canada)","funders":"","keywords":"Materials science; Light-emitting diode; Etching (microfabrication); Optoelectronics; Nano-; Diode; Thin film; Optics; Gallium nitride; Power density; Layer (electronics); Power (physics); Nanotechnology; Composite material","score_opus":0.00810079807413647,"score_gpt":0.1908429472679982,"score_spread":0.18274214919386172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013702096","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":[0.9990277,0.000016495444,0.00047344272,0.000038638995,0.0002373676,0.00010139156,0.000038159495,0.000034987308,0.000031794858],"genre_scores_gemma":[0.9993133,9.234027e-7,0.00051113527,0.000026682057,0.000101132326,0.0000067503306,0.000020983041,0.000014413673,0.000004711414],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99907786,0.000014122284,0.00022065772,0.00023445602,0.00021354141,0.00023935249],"domain_scores_gemma":[0.99960494,0.00002154936,0.0000741325,0.00013106057,0.00008105317,0.00008723965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024001634,0.0001476225,0.00020985272,0.00008133609,0.00018449365,0.00010210983,0.00010696602,0.000032635267,0.00006359203],"category_scores_gemma":[0.000016653074,0.000117826,0.000013874224,0.00020744736,0.00013159044,0.00028719718,0.000011166308,0.000045778106,0.0000010070478],"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":[0.0000081756025,0.0000044988465,0.0032963806,0.000058837017,0.0000060150883,4.08287e-7,0.00029814668,0.0011497563,0.9950161,0.000114054455,0.000017513468,0.000030136314],"study_design_scores_gemma":[0.00021790054,0.000057359237,0.0019427118,0.00008918519,0.000012540683,0.0000036105655,0.00006324679,0.00055949966,0.99682456,0.000040612562,0.00004072463,0.00014804857],"about_ca_topic_score_codex":0.00027925594,"about_ca_topic_score_gemma":8.178306e-7,"teacher_disagreement_score":0.0018084825,"about_ca_system_score_codex":0.00001950962,"about_ca_system_score_gemma":0.00008021994,"threshold_uncertainty_score":0.4804805},"labels":[],"label_agreement":null},{"id":"W2014148571","doi":"10.1039/c3nr00387f","title":"Growth of large-scale vertically aligned GaN nanowires and their heterostructures with high uniformity on SiOx by catalyst-free molecular beam epitaxy","year":2013,"lang":"en","type":"article","venue":"Nanoscale","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":83,"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":"Nanowire; Heterojunction; Materials science; Molecular beam epitaxy; Optoelectronics; Epitaxy; Nanoscopic scale; Nanotechnology; Layer (electronics)","score_opus":0.003184964981147364,"score_gpt":0.18952877758185693,"score_spread":0.18634381260070956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014148571","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":[0.9980621,0.000062116305,0.00019474466,0.00019477186,0.00008719522,0.0003385099,0.000668399,0.000027545786,0.0003646691],"genre_scores_gemma":[0.99910414,0.0000027431,0.000321839,0.00020939141,0.000047172038,0.00003639224,0.00017105522,0.000032649456,0.00007458592],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988022,0.00004636395,0.00027873082,0.0003391136,0.00018123662,0.0003523905],"domain_scores_gemma":[0.9990738,0.00005134273,0.0001306799,0.00048428608,0.00010815744,0.00015175185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007201303,0.0002729215,0.0003862395,0.000042389715,0.000094477575,0.00006564533,0.00028479155,0.000081683014,0.0002464806],"category_scores_gemma":[0.0000077249615,0.00018294409,0.00007491099,0.00008897597,0.00012152679,0.00015097136,0.00008571161,0.00007162992,0.000010025352],"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":[0.000043004587,0.00014248538,0.0067451512,0.00004392332,0.00007388781,7.302386e-7,0.00017284788,0.000003211377,0.9895459,0.0013995309,0.0016252279,0.00020412626],"study_design_scores_gemma":[0.0008656536,0.00030459248,0.00627445,0.000043527496,0.000033810054,9.2627727e-7,0.0001985348,0.000014581427,0.9861283,0.005747302,0.00015483069,0.000233527],"about_ca_topic_score_codex":0.0016693523,"about_ca_topic_score_gemma":0.000028483437,"teacher_disagreement_score":0.0043477714,"about_ca_system_score_codex":0.000011429861,"about_ca_system_score_gemma":0.000026748508,"threshold_uncertainty_score":0.7460243},"labels":[],"label_agreement":null},{"id":"W2014421570","doi":"10.1063/1.3639292","title":"Optically pumped 500 nm InGaN green lasers grown by plasma-assisted molecular beam epitaxy","year":2011,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences","funders":"European Regional Development Fund; European Commission","keywords":"Molecular beam epitaxy; Lasing threshold; Materials science; Indium; Optoelectronics; Laser; Quantum well; Wide-bandgap semiconductor; Plasma; Epitaxy; Wavelength; Optics; Nanotechnology","score_opus":0.01600559057154465,"score_gpt":0.2194461571149295,"score_spread":0.20344056654338485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014421570","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":[0.98959327,0.000013543726,0.0012098439,0.0000277074,0.0002422652,0.00016426384,0.00006367844,0.000018218461,0.008667215],"genre_scores_gemma":[0.99714035,0.0000024622022,0.002087795,0.00014988738,0.00046889414,0.000009175549,0.000037892205,0.0000514598,0.000052070885],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99843895,0.00003090617,0.0006209426,0.00022035066,0.00032531144,0.00036355673],"domain_scores_gemma":[0.9985819,0.000046371595,0.0006998367,0.000269759,0.00015741213,0.0002447627],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020958271,0.00029091598,0.00052060926,0.000051260486,0.00008577775,0.000072695984,0.00039874957,0.00007740206,0.00029721842],"category_scores_gemma":[0.0000025455683,0.0002554729,0.0002489114,0.00015427207,0.00007666694,0.00019654066,0.000061466264,0.00032180088,0.00004353908],"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":[0.0001918271,0.00045788297,0.00036703056,0.00003438135,0.00042590228,0.000014339203,0.0007507422,0.00014624203,0.9862969,0.006560037,0.0010063,0.0037484053],"study_design_scores_gemma":[0.0015221906,0.0001935166,0.00029138292,0.00004178214,0.0002543766,0.000004293015,0.00058886333,0.00006682161,0.9869448,0.008417438,0.0012827541,0.00039176486],"about_ca_topic_score_codex":0.00010818043,"about_ca_topic_score_gemma":7.772715e-7,"teacher_disagreement_score":0.008615144,"about_ca_system_score_codex":0.000032326174,"about_ca_system_score_gemma":0.00010419568,"threshold_uncertainty_score":0.99998975},"labels":[],"label_agreement":null},{"id":"W2014708533","doi":"10.1021/nl203860b","title":"Controlling Electron Overflow in Phosphor-Free InGaN/GaN Nanowire White Light-Emitting Diodes","year":2012,"lang":"en","type":"article","venue":"Nano Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":193,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Brockhouse Institute for Materials Research; McGill University","funders":"McMaster University; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Optoelectronics; Materials science; Nanowire; Light-emitting diode; Electroluminescence; Diode; Phosphor; Auger effect; Voltage droop; Quantum efficiency; Indium gallium nitride; Wide-bandgap semiconductor; Quantum dot; Gallium nitride; Electron; Layer (electronics); Nanotechnology; Physics; Voltage","score_opus":0.007308850078957341,"score_gpt":0.2195296546747927,"score_spread":0.21222080459583537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014708533","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":[0.99623823,0.00034226253,0.00013618315,0.0011474642,0.0006886077,0.00024356888,0.000027184102,0.000048165217,0.0011283234],"genre_scores_gemma":[0.9972023,0.0000030481476,0.00030990914,0.0012413748,0.0010184825,0.000039617964,0.000036932714,0.000047994778,0.000100341924],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981826,0.00008129882,0.00040099784,0.00029846304,0.00019586629,0.000840779],"domain_scores_gemma":[0.99921644,0.000064062595,0.00019132657,0.00038057473,0.000026070462,0.00012152705],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041227287,0.00028428255,0.00039355422,0.000098999575,0.00012647541,0.0001093057,0.0003013402,0.00007087789,0.00024131655],"category_scores_gemma":[0.000015886431,0.00026621917,0.0001358154,0.00017588885,0.000025026236,0.00039590278,0.000054142594,0.0001836375,0.00004791086],"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":[0.000024345924,0.00005222311,0.16288853,0.000018639726,0.000038711223,0.000001502241,0.0006783679,0.000045150813,0.83392954,0.00034091034,0.0015440232,0.000438039],"study_design_scores_gemma":[0.0018350311,0.000029945217,0.004133842,0.00013309112,0.000047931135,0.0000013618651,0.00028605293,0.000032874705,0.97865784,0.000117989905,0.014231681,0.0004923869],"about_ca_topic_score_codex":0.00033356508,"about_ca_topic_score_gemma":0.000011806927,"teacher_disagreement_score":0.15875469,"about_ca_system_score_codex":0.00007500198,"about_ca_system_score_gemma":0.000029231009,"threshold_uncertainty_score":0.999979},"labels":[],"label_agreement":null},{"id":"W2014888501","doi":"10.1021/nl4030165","title":"Breaking the Carrier Injection Bottleneck of Phosphor-Free Nanowire White Light-Emitting Diodes","year":2013,"lang":"en","type":"article","venue":"Nano Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":144,"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":"Light-emitting diode; Phosphor; Optoelectronics; Nanowire; Materials science; Diode; Color rendering index; Solid-state lighting; Optics; Physics","score_opus":0.0065991935293366385,"score_gpt":0.20519787786075974,"score_spread":0.1985986843314231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014888501","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":[0.9956548,0.00005958233,0.00011712199,0.00209135,0.00059547374,0.0002456796,0.000037374914,0.000026159227,0.001172437],"genre_scores_gemma":[0.9983642,9.290611e-7,0.00018510532,0.0007538448,0.0004110575,0.00004800891,0.000014406482,0.0000261071,0.00019633566],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989859,0.00005540612,0.00029777447,0.00021656496,0.00016671992,0.00027762726],"domain_scores_gemma":[0.99918777,0.000043886033,0.0002308686,0.00042705805,0.00006541571,0.000044984088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015935265,0.00017217355,0.00021577191,0.0000397406,0.00016119804,0.0001029344,0.00030620545,0.00004232524,0.0006496371],"category_scores_gemma":[0.000008488139,0.00012126693,0.0001252303,0.00012796719,0.000048604434,0.00021964827,0.00007949287,0.00008763801,0.000029029301],"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":[0.00000416108,0.000013876131,0.030903948,0.000021622813,0.000052884192,2.6802834e-7,0.0007515036,0.00004138307,0.9551949,0.00021067774,0.010787277,0.002017535],"study_design_scores_gemma":[0.0005704453,0.000038799128,0.006578837,0.00013383159,0.000068830355,0.00000232001,0.0013106031,0.000032662614,0.97954226,0.00037820073,0.011023426,0.00031977633],"about_ca_topic_score_codex":0.0020793928,"about_ca_topic_score_gemma":0.000008463622,"teacher_disagreement_score":0.024347404,"about_ca_system_score_codex":0.000021066699,"about_ca_system_score_gemma":0.000021090596,"threshold_uncertainty_score":0.71130705},"labels":[],"label_agreement":null},{"id":"W2016518858","doi":"10.1117/12.2040847","title":"p-Type InN nanowires: towards ultrahigh speed nanoelectronics and nanophotonics","year":2014,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Nanowire; Materials science; Nanoelectronics; Photoluminescence; Nanophotonics; X-ray photoelectron spectroscopy; Doping; Optoelectronics; Wide-bandgap semiconductor; Acceptor; Spectroscopy; Electron mobility; Nanotechnology; Condensed matter physics; Physics; Nuclear magnetic resonance","score_opus":0.008862016091595343,"score_gpt":0.22259962989221976,"score_spread":0.21373761380062442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016518858","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":[0.9957831,0.00009064275,0.000010537435,0.0009935553,0.00038238493,0.0003830562,0.000053184533,0.000051182065,0.0022523843],"genre_scores_gemma":[0.9796151,0.00007703219,0.019421877,0.00018812419,0.00036360393,0.000038595746,0.00002037601,0.000063430096,0.00021184636],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99817187,2.34416e-8,0.00057397445,0.0003881159,0.00043292242,0.00043307611],"domain_scores_gemma":[0.99828035,0.00009393548,0.0003620705,0.0000657065,0.001071597,0.00012633343],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00054289715,0.00033017682,0.00046119283,0.00006445098,0.00009621445,0.00015731953,0.00062159693,0.00012847682,0.000038570324],"category_scores_gemma":[0.0001401627,0.00027176845,0.000362224,0.00022243225,0.0001692853,0.00035097558,0.00012603341,0.00023695511,0.0000018490971],"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":[0.00004180135,0.00005624416,0.00038166644,0.00017372236,0.0002300717,1.2400653e-8,0.00011399614,0.000018528355,0.6529647,0.34446257,0.0012802556,0.00027641378],"study_design_scores_gemma":[0.0015532003,0.0005751583,0.000510086,0.00028124126,0.00022099614,0.0000065279546,0.0009848196,0.012589153,0.9427236,0.0056506963,0.034329657,0.00057490706],"about_ca_topic_score_codex":0.000048841837,"about_ca_topic_score_gemma":1.5404292e-7,"teacher_disagreement_score":0.3388119,"about_ca_system_score_codex":0.00006560927,"about_ca_system_score_gemma":0.00005667615,"threshold_uncertainty_score":0.9999735},"labels":[],"label_agreement":null},{"id":"W2017111824","doi":"10.1063/1.4775492","title":"Fine optical spectroscopy of the 3.45 eV emission line in GaN nanowires","year":2013,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":30,"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":"Agence Nationale de la Recherche; Centre National de la Recherche Scientifique; European Commission; Indian National Science Academy","keywords":"Nanowire; Luminescence; Molecular beam epitaxy; Exciton; Materials science; Emission spectrum; Optoelectronics; Spectroscopy; Photoluminescence; Cathodoluminescence; Thin film; Spectral line; Wide-bandgap semiconductor; Nanotechnology; Epitaxy; Condensed matter physics; Physics","score_opus":0.01043276651710147,"score_gpt":0.24369827912962386,"score_spread":0.23326551261252237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017111824","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":[0.99644786,0.0000151371605,0.00014368343,0.00010856877,0.00019439815,0.00014662115,0.0000065718996,0.0000023867651,0.0029347932],"genre_scores_gemma":[0.99867934,0.0000021345477,0.00053834054,0.00003782522,0.00068220287,0.0000039689544,0.0000027941223,0.000013975514,0.00003941037],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99907005,0.000018493021,0.00045456804,0.00008917768,0.00019968403,0.00016803604],"domain_scores_gemma":[0.9991926,0.00004858199,0.00043138734,0.00017517844,0.00008591005,0.000066317814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013146535,0.00012562296,0.00031660014,0.000025565863,0.000031056115,0.000030670417,0.0002342871,0.000033939807,0.00026002573],"category_scores_gemma":[0.0000031466482,0.00007765,0.00012545765,0.00012840488,0.000044391494,0.0000911752,0.000029478824,0.00021363888,0.00000941151],"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":[0.000033976798,0.00017158143,0.0019627924,0.00001877504,0.000025469262,2.987931e-7,0.00014294373,0.001154592,0.99126273,0.0033371085,0.00065991114,0.0012298059],"study_design_scores_gemma":[0.00057973573,0.000055337976,0.0021687145,0.0000775724,0.000025117377,5.421683e-7,0.00013064616,0.00016467483,0.97458833,0.021866672,0.00025948993,0.000083177845],"about_ca_topic_score_codex":0.00004518077,"about_ca_topic_score_gemma":0.0000010934359,"teacher_disagreement_score":0.018529564,"about_ca_system_score_codex":0.000017674542,"about_ca_system_score_gemma":0.000082155544,"threshold_uncertainty_score":0.3166475},"labels":[],"label_agreement":null},{"id":"W2018069046","doi":"10.1063/1.3527928","title":"Scanning transmission electron microscopy investigation of the Si(111)/AlN interface grown by metalorganic vapor phase epitaxy","year":2010,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Brockhouse Institute for Materials Research","funders":"Engineering and Physical Sciences Research Council","keywords":"Epitaxy; Materials science; Transmission electron microscopy; Chemical vapor deposition; Thin film; Amorphous solid; Scanning transmission electron microscopy; Metalorganic vapour phase epitaxy; Substrate (aquarium); Analytical Chemistry (journal); Phase (matter); Optoelectronics; Crystallography; Chemistry; Nanotechnology; Layer (electronics)","score_opus":0.007394673848519083,"score_gpt":0.24370066864833967,"score_spread":0.2363059947998206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018069046","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":[0.9937832,0.0000146133925,0.004750388,0.00045823219,0.00030576656,0.00042752983,0.000068342684,0.000029307326,0.00016262483],"genre_scores_gemma":[0.9984978,5.7355487e-7,0.00043603807,0.00057119224,0.00025875654,0.000039928163,0.00012804932,0.000046539408,0.00002115686],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99879736,0.000042367883,0.00033524103,0.00032293,0.00018532395,0.0003167985],"domain_scores_gemma":[0.9991404,0.0000434527,0.00032762846,0.00037207035,0.00003178773,0.0000846834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014491253,0.00026450137,0.00029467352,0.000023546321,0.00014316429,0.000060025628,0.00034710695,0.000052695952,0.0001506785],"category_scores_gemma":[0.0000010441211,0.00020730638,0.00012977167,0.00019444435,0.00014024058,0.0001416224,0.00004124388,0.0003349586,0.00001582933],"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":[0.000026748938,0.00006906077,0.00022697372,0.000027642498,0.000065181695,5.7542533e-8,0.0005212055,0.000027602271,0.99427086,0.0015124276,0.0022514914,0.0010007174],"study_design_scores_gemma":[0.00084277336,0.00002899945,0.00005426034,0.000020119589,0.000083996165,2.090229e-7,0.00007015929,0.00002753602,0.9960107,0.00097243243,0.0016693681,0.00021942494],"about_ca_topic_score_codex":0.00015930436,"about_ca_topic_score_gemma":9.302816e-7,"teacher_disagreement_score":0.0047145705,"about_ca_system_score_codex":0.000017463573,"about_ca_system_score_gemma":0.000049109905,"threshold_uncertainty_score":0.8453709},"labels":[],"label_agreement":null},{"id":"W2018213588","doi":"10.1088/0957-4484/24/34/345201","title":"Highly efficient, spectrally pure 340 nm ultraviolet emission from Al<sub><i>x</i></sub>Ga<sub>1−<i>x</i></sub>N nanowire based light emitting diodes","year":2013,"lang":"en","type":"article","venue":"Nanotechnology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":62,"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":"Materials science; Nanowire; Optoelectronics; Light-emitting diode; Molecular beam epitaxy; Diode; Quantum efficiency; Heterojunction; Substrate (aquarium); Ultraviolet; Voltage droop; Epitaxy; Nanotechnology; Voltage; Layer (electronics)","score_opus":0.005573841506935672,"score_gpt":0.20371514615331487,"score_spread":0.1981413046463792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018213588","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":[0.99254394,0.00028828817,0.00070562435,0.0033433984,0.0010051135,0.00084795593,0.00034292243,0.0006077035,0.00031505624],"genre_scores_gemma":[0.9970592,0.000030459407,0.00056825974,0.0010091752,0.0005028757,0.00020941354,0.00044631408,0.00014339256,0.000030911368],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9958776,0.00015983605,0.0009556886,0.0012987767,0.00042714205,0.001280957],"domain_scores_gemma":[0.99753404,0.00019167949,0.0006235022,0.0011725079,0.00021635629,0.00026192158],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002841269,0.0008120514,0.0009584151,0.0003201852,0.00044967153,0.00022870176,0.0009181466,0.00076413807,0.0003849925],"category_scores_gemma":[0.000056783443,0.0007443888,0.00036587397,0.0005208131,0.0002193791,0.0002453406,0.00021609681,0.0007989191,0.00062588457],"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":[0.000034160214,0.00025744885,0.0020043708,0.00003870497,0.00009541726,0.000016255319,0.00010189262,0.00006936599,0.97697395,0.00044765146,0.004888162,0.015072622],"study_design_scores_gemma":[0.00138735,0.00013239354,0.00046076076,0.00026099518,0.00010366925,0.0000050054446,0.00025522776,0.0003462848,0.98695266,0.0019451217,0.0073275445,0.00082297745],"about_ca_topic_score_codex":0.000327584,"about_ca_topic_score_gemma":0.000023031685,"teacher_disagreement_score":0.014249645,"about_ca_system_score_codex":0.00010520942,"about_ca_system_score_gemma":0.00018948036,"threshold_uncertainty_score":0.9995007},"labels":[],"label_agreement":null},{"id":"W2018452098","doi":"10.1109/ccece.2012.6334924","title":"Modeling of metal-oxide-semiconductor capacitor on Indium Gallium Nitride 1- channel model","year":2012,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"Lakehead University","funders":"","keywords":"Gallium nitride; Gallium; Materials science; Heterojunction; Optoelectronics; Indium gallium nitride; Indium; Nitride; Capacitor; Oxide; Electronic engineering; Nanotechnology; Layer (electronics); Electrical engineering; Voltage; Engineering; Metallurgy","score_opus":0.04061093098615891,"score_gpt":0.258029587744384,"score_spread":0.21741865675822508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018452098","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":[0.9886914,0.000056512017,0.0055498625,0.00002871723,0.00063145143,0.00023059754,0.00016753616,0.000045754936,0.0045981803],"genre_scores_gemma":[0.99738723,0.0000025983634,0.0008799886,0.0001250556,0.00068797957,0.000033410615,0.000056990182,0.00004588944,0.00078087306],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984913,0.000039431674,0.00045802284,0.0002585042,0.00022999443,0.0005227414],"domain_scores_gemma":[0.99913543,0.00003651925,0.00015833863,0.00037095952,0.00010203046,0.00019673872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002763641,0.0002844694,0.0004338727,0.00011838685,0.00006727718,0.000028238952,0.00022226099,0.00008055892,0.0006332448],"category_scores_gemma":[0.0000072223165,0.00023455237,0.0001858078,0.000093495095,0.000032186712,0.00035364047,0.000053234802,0.0001491624,0.000089109264],"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":[0.000036889785,0.00031181442,0.00101849,0.00005217222,0.0001506915,1.720705e-7,0.00059195777,0.025882095,0.9562331,0.015166283,0.0004885319,0.00006781746],"study_design_scores_gemma":[0.00057174626,0.000042270494,0.000027944741,0.000046399182,0.000104666964,5.960412e-7,0.00079200516,0.117844984,0.87750924,0.0024744666,0.00013726474,0.00044839844],"about_ca_topic_score_codex":0.00086734386,"about_ca_topic_score_gemma":0.000002724025,"teacher_disagreement_score":0.09196289,"about_ca_system_score_codex":0.000024949979,"about_ca_system_score_gemma":0.000057379442,"threshold_uncertainty_score":0.9564768},"labels":[],"label_agreement":null},{"id":"W2018982655","doi":"10.1063/1.3068179","title":"Capacitance hysteresis in GaN/AlGaN heterostructures","year":2009,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Heterojunction; Capacitance; Fermi level; Hysteresis; Condensed matter physics; Materials science; Optoelectronics; Photodetector; Wide-bandgap semiconductor; Impurity; Ultraviolet; Electrode; Chemistry; Physics; Electron","score_opus":0.011416419963294247,"score_gpt":0.2349336457627433,"score_spread":0.22351722579944905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018982655","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":[0.9955606,0.000027362827,0.00015791407,0.000020417116,0.00020898315,0.000084813066,0.000017848877,0.000005474366,0.0039165714],"genre_scores_gemma":[0.99852645,0.0000024694843,0.00042454427,0.00019992852,0.000815384,0.0000014113272,0.0000058125406,0.000012477504,0.000011520155],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990655,0.000016284745,0.00041545072,0.00011821794,0.000172834,0.00021167712],"domain_scores_gemma":[0.9992886,0.000024566792,0.00040401515,0.00015526156,0.000055491288,0.00007202961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010284939,0.00015993873,0.00035273246,0.00004742956,0.00003468159,0.00005972989,0.00020034956,0.000033372253,0.00007704424],"category_scores_gemma":[8.943856e-7,0.0001339192,0.000112592774,0.00012064609,0.000022298158,0.00014124472,0.0000056284657,0.00019226024,0.0000067263886],"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":[0.000084951105,0.000109436914,0.0013810665,0.000013792414,0.000036725716,0.0000042108722,0.0005550955,0.0018788464,0.98057735,0.007911111,0.00037461688,0.0070727887],"study_design_scores_gemma":[0.0013195026,0.000117783995,0.009404297,0.000075770295,0.000039234903,0.0000027832762,0.00041451908,0.000051958552,0.8587615,0.128628,0.0009026932,0.00028196973],"about_ca_topic_score_codex":0.000017790135,"about_ca_topic_score_gemma":0.0000016031312,"teacher_disagreement_score":0.121815875,"about_ca_system_score_codex":0.00002473467,"about_ca_system_score_gemma":0.00004039935,"threshold_uncertainty_score":0.54610664},"labels":[],"label_agreement":null},{"id":"W2019238298","doi":"10.1088/0957-4484/25/43/435606","title":"Improvement of the emission properties from InGaN/GaN dot-in-a-wire nanostructures after treatment in the flowing afterglow of a microwave N<sub>2</sub>plasma","year":2014,"lang":"en","type":"article","venue":"Nanotechnology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McGill University; Université de Montréal","funders":"","keywords":"Materials science; Afterglow; Photoluminescence; Plasma; Nanowire; Optoelectronics; Passivation; Spontaneous emission; Heterojunction; Microwave; Gallium nitride; Nanotechnology; Optics; Layer (electronics); Laser","score_opus":0.006097777347374655,"score_gpt":0.19364261581815106,"score_spread":0.1875448384707764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019238298","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":[0.99890107,0.00009847322,0.000009564347,0.00029294536,0.00018771134,0.00043564304,0.00003937197,0.000011494973,0.000023753573],"genre_scores_gemma":[0.9997149,0.000004019809,0.00004345828,0.0000513746,0.00004936263,0.00010845216,0.000008120363,0.00001479686,0.000005493108],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989217,0.00008920308,0.00039338233,0.0002496681,0.000109174965,0.00023690447],"domain_scores_gemma":[0.9993085,0.000043107815,0.00014494796,0.00046229723,0.000026040867,0.000015088319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012316472,0.00019714335,0.00033997695,0.00008909678,0.00003922339,0.000016707067,0.0002968058,0.00015142611,0.000016975348],"category_scores_gemma":[0.000012359788,0.000103039056,0.00010563323,0.00014299912,0.00011141084,0.00004013001,0.00008760404,0.00013731467,0.0000014418633],"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":[0.000059809125,0.00009373434,0.018084131,0.00002183395,0.000026579419,9.831069e-7,0.0011846111,0.00001532716,0.954667,0.000088821835,0.000005105822,0.02575209],"study_design_scores_gemma":[0.00074692257,0.00016676217,0.0027571595,0.00015149821,0.00002346976,5.842856e-7,0.00074521854,0.00005099216,0.9934417,0.0015714613,0.00023827034,0.00010594031],"about_ca_topic_score_codex":0.0014274818,"about_ca_topic_score_gemma":0.00030537357,"teacher_disagreement_score":0.038774747,"about_ca_system_score_codex":0.000039551527,"about_ca_system_score_gemma":0.000045700617,"threshold_uncertainty_score":0.4201811},"labels":[],"label_agreement":null},{"id":"W2019339776","doi":"10.1109/ecce.2013.6647156","title":"A novel pulse current driving; High power factor LED driver without electrolytic capacitors","year":2013,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Queen's University","funders":"","keywords":"Electrolytic capacitor; Capacitor; Ripple; Tantalum capacitor; Film capacitor; Electrical engineering; Decoupling capacitor; Power factor; Light-emitting diode; Diode; Electronic circuit; Reservoir capacitor; Materials science; LED circuit; Current (fluid); Polymer capacitor; Power (physics); LED lamp; Pulsed power; Voltage; Short circuit; Engineering; Physics","score_opus":0.010518305899078111,"score_gpt":0.23571712833208988,"score_spread":0.22519882243301176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019339776","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":[0.99471015,0.000015706655,0.0016022716,0.000094527386,0.0010659283,0.0004738389,0.000042081017,0.0000818481,0.001913669],"genre_scores_gemma":[0.9975077,0.0000011248917,0.00031599964,0.00007953549,0.00042150632,0.00008328312,0.000039677594,0.000039712013,0.0015114709],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99858147,0.000028129,0.00031279624,0.00036561792,0.00019395044,0.000518018],"domain_scores_gemma":[0.99918205,0.000035031906,0.00013757069,0.00033352483,0.00011625312,0.00019555718],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000050819104,0.0003061608,0.00034505103,0.00007005363,0.000092082875,0.00019893724,0.0002228285,0.000050735096,0.023927229],"category_scores_gemma":[0.0000045908982,0.00023427585,0.0001352316,0.000093170034,0.000043358203,0.0003295419,0.000050785664,0.00016905264,0.0008155281],"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":[0.000005381388,0.00023215912,0.044793937,0.000013253785,0.00009958684,1.9569787e-7,0.00025542072,0.0000031365107,0.9467807,0.0038180363,0.0021449174,0.0018533048],"study_design_scores_gemma":[0.0054193223,0.0004127135,0.18179663,0.0001740156,0.00021321843,0.000004251839,0.0007408079,0.0005727025,0.77532333,0.0047645215,0.028033493,0.00254499],"about_ca_topic_score_codex":0.0021841917,"about_ca_topic_score_gemma":0.000018138244,"teacher_disagreement_score":0.17145734,"about_ca_system_score_codex":0.000039339546,"about_ca_system_score_gemma":0.00006495009,"threshold_uncertainty_score":0.99996245},"labels":[],"label_agreement":null},{"id":"W2020079249","doi":"10.1016/j.jcrysgro.2005.01.004","title":"Control of Mg doping of GaN in RF-plasma molecular beam epitaxy","year":2005,"lang":"en","type":"article","venue":"Journal of Crystal Growth","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":30,"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 for Microstructural Sciences","funders":"","keywords":"Molecular beam epitaxy; Doping; Plasma; Analytical Chemistry (journal); Hall effect; Chemistry; Transmission electron microscopy; Polarity (international relations); Epitaxy; Materials science; Electrical resistivity and conductivity; Optoelectronics; Nanotechnology","score_opus":0.006375223404558679,"score_gpt":0.2242073210808564,"score_spread":0.21783209767629771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020079249","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":[0.99714154,0.00012320811,0.0014744416,0.00012869907,0.00011757067,0.00008658251,0.000035265883,0.0000019235613,0.000890765],"genre_scores_gemma":[0.9993037,0.000003956611,0.00039307275,0.000035823814,0.00023585651,0.0000011350476,0.0000022796282,0.000013090034,0.000011065528],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987533,0.000044105287,0.00074266666,0.00008137948,0.00020527745,0.00017325018],"domain_scores_gemma":[0.9988579,0.0000537743,0.0007492235,0.00009841038,0.00016958368,0.000071092894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031027023,0.000117674594,0.0004625719,0.00013965565,0.000013258089,0.000015502186,0.00016754714,0.000036980367,0.00018374513],"category_scores_gemma":[0.000012872022,0.000100797144,0.00018341918,0.00008546935,0.00003855514,0.00019289633,0.000014326241,0.00012722546,0.0000013266426],"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":[0.00008585142,0.00014437128,0.011185941,0.000060899503,0.00008779951,0.0000064090764,0.00015259878,0.000725118,0.98465157,0.0024477015,0.00004579139,0.0004059395],"study_design_scores_gemma":[0.0030213012,0.00025363464,0.0029855452,0.00025592127,0.000073451636,0.0000101531805,0.00027974552,0.00010557147,0.9902186,0.001994577,0.0006542739,0.00014723973],"about_ca_topic_score_codex":0.000084951134,"about_ca_topic_score_gemma":0.000002786789,"teacher_disagreement_score":0.008200397,"about_ca_system_score_codex":0.000020179388,"about_ca_system_score_gemma":0.000076195145,"threshold_uncertainty_score":0.41103882},"labels":[],"label_agreement":null},{"id":"W2020284835","doi":"10.1063/1.3415527","title":"Growth kinetics and electronic properties of unintentionally doped semi-insulating GaN on SiC and high-resistivity GaN on sapphire grown by ammonia molecular-beam epitaxy","year":2010,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Institute for Microstructural Sciences","funders":"","keywords":"Molecular beam epitaxy; Materials science; Electrical resistivity and conductivity; Sapphire; Epitaxy; Doping; Metalorganic vapour phase epitaxy; Activation energy; Fermi level; Optoelectronics; Layer (electronics); Chemistry; Nanotechnology; Optics; Electron","score_opus":0.006553926326476218,"score_gpt":0.20059679914269377,"score_spread":0.19404287281621754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020284835","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":[0.9989096,0.000035866266,0.00017008072,0.00006517129,0.00009502531,0.00017064165,0.000041869687,0.0000075280677,0.0005042043],"genre_scores_gemma":[0.99942493,0.000009580174,0.00014572463,0.00006432274,0.00028160942,0.0000052837986,0.000017511886,0.00003339572,0.000017653185],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99881685,0.000029054783,0.00041516311,0.00020779527,0.00027612894,0.00025500907],"domain_scores_gemma":[0.99890774,0.00005654824,0.0006074531,0.00015580842,0.00016834373,0.000104126535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018796074,0.00024345148,0.00042122658,0.000048914175,0.00008444891,0.00007156942,0.00014141687,0.000059551887,0.00001434769],"category_scores_gemma":[0.000007344754,0.00019644324,0.000084734296,0.00008868539,0.000115821014,0.00009180154,0.000030331896,0.00041210314,0.0000012681194],"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":[0.00018597757,0.00026728335,0.00031838886,0.000062860854,0.000121290206,8.954595e-7,0.0001083586,0.00023435942,0.9620976,0.035406586,0.000058972684,0.0011374201],"study_design_scores_gemma":[0.00097486464,0.00031651073,0.0015431264,0.0001077968,0.000098657074,0.0000018661202,0.000105908715,0.00009586724,0.9822776,0.014171317,0.00009908692,0.000207439],"about_ca_topic_score_codex":0.00005184513,"about_ca_topic_score_gemma":0.0000033871474,"teacher_disagreement_score":0.02123527,"about_ca_system_score_codex":0.000019311648,"about_ca_system_score_gemma":0.00006513385,"threshold_uncertainty_score":0.80107236},"labels":[],"label_agreement":null},{"id":"W2020566398","doi":"10.1063/1.1782270","title":"Filled and empty states of disordered GaN studied by x-ray absorption and emission","year":2004,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":14,"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":"National Science Foundation","keywords":"Nanocrystalline material; Materials science; Amorphous solid; Crystallite; Absorption spectroscopy; Absorption edge; Electronic structure; Impurity; Valence (chemistry); Gallium; Absorption (acoustics); Spectral line; Density of states; Condensed matter physics; Analytical Chemistry (journal); Band gap; Chemistry; Crystallography; Nanotechnology; Optoelectronics; Optics; Physics","score_opus":0.007943618365609674,"score_gpt":0.2313378280570643,"score_spread":0.22339420969145463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020566398","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":[0.99876654,0.0001187952,0.00061743247,0.00003342794,0.000058168138,0.000109861285,0.0000437967,0.0000035612545,0.00024838967],"genre_scores_gemma":[0.9994213,0.000075965676,0.0002919506,0.000020598862,0.00014256344,0.0000022262118,0.000020759651,0.00001268394,0.000011974927],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99931484,0.00001092889,0.00032650962,0.00010387471,0.00013025517,0.00011359369],"domain_scores_gemma":[0.9992962,0.000031688392,0.00045364862,0.000076738215,0.00006836112,0.0000733876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011183574,0.00012699176,0.0003216325,0.000021528058,0.00005377868,0.000028636376,0.000058829835,0.00002620211,0.00002311891],"category_scores_gemma":[0.0000011794095,0.00009849457,0.00004622895,0.000053194213,0.000047028774,0.00009166151,0.000021823618,0.00009300564,6.058872e-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":[0.00012748258,0.00020396529,0.0011681782,0.00005886385,0.000119310476,3.2000318e-7,0.0012472132,0.0012168388,0.99102056,0.0011603477,0.00041014494,0.003266802],"study_design_scores_gemma":[0.0071070367,0.00039219484,0.0031317223,0.00019364481,0.00023613374,0.0000015094399,0.0045680176,0.00013116546,0.888623,0.09345579,0.0017490012,0.00041080214],"about_ca_topic_score_codex":0.0000314043,"about_ca_topic_score_gemma":3.75628e-7,"teacher_disagreement_score":0.10239755,"about_ca_system_score_codex":0.000009993907,"about_ca_system_score_gemma":0.000029009609,"threshold_uncertainty_score":0.4016492},"labels":[],"label_agreement":null},{"id":"W2021561725","doi":"10.1016/s0257-8972(00)00806-9","title":"A study on band-gap tailoring for InP based QW structure by ion implantation and plasma enhanced chemical vapor deposition","year":2000,"lang":"en","type":"article","venue":"Surface and Coatings Technology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University; National Science Foundation","keywords":"Materials science; Chemical vapor deposition; Plasma; Optoelectronics; Ion implantation; Band gap; Ion; Deposition (geology); Plasma-enhanced chemical vapor deposition","score_opus":0.009078688470894892,"score_gpt":0.24727769807547878,"score_spread":0.2381990096045839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021561725","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":[0.9989145,0.000018276101,0.00017894743,0.000113845446,0.000045799734,0.00047456782,0.00012224005,0.000065265915,0.00006660001],"genre_scores_gemma":[0.9992696,0.0000022871875,0.00044816206,0.000038016122,0.000033344415,0.000048073347,0.00012375615,0.000014850171,0.000021913871],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99927425,0.000015199894,0.00017506928,0.0002919158,0.00005929847,0.00018427818],"domain_scores_gemma":[0.99969953,0.000047469475,0.00009263871,0.00010011726,0.000028299708,0.00003191681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000053505613,0.00015006133,0.00019696794,0.000039605366,0.00011590865,0.000041718795,0.000057054385,0.00010071271,0.00006355698],"category_scores_gemma":[0.0000032194614,0.00013877699,0.000018292032,0.000076215634,0.00003548797,0.00006446495,0.000009249247,0.000100331796,0.0000017575387],"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":[0.00009910191,0.00005526831,0.002931085,0.000018399693,0.000015041276,3.923227e-7,0.00019429767,0.000019752035,0.98771507,0.000113078946,0.000041291132,0.008797208],"study_design_scores_gemma":[0.0014276726,0.00036689476,0.0001288071,0.00002848325,0.000032951823,0.0000013817416,0.00091211486,0.00005630574,0.99590886,0.00090303406,0.000081453,0.00015203837],"about_ca_topic_score_codex":0.000071591254,"about_ca_topic_score_gemma":0.0000069738794,"teacher_disagreement_score":0.008645169,"about_ca_system_score_codex":0.000010090437,"about_ca_system_score_gemma":0.000010628563,"threshold_uncertainty_score":0.5659161},"labels":[],"label_agreement":null},{"id":"W2022088730","doi":"10.1117/12.732903","title":"Vertical GaN based light emitting diodes on metal alloy substrate boosts high power LED performance","year":2007,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Semtech (Canada)","funders":"","keywords":"Materials science; Light-emitting diode; Optoelectronics; Flip chip; Thermal management of high-power LEDs; Substrate (aquarium); Alloy; Diode; Sapphire; Thermal conductivity; Solid-state lighting; Wide-bandgap semiconductor; Power (physics); Junction temperature; Optics; Metallurgy; Composite material; Layer (electronics); Laser","score_opus":0.00877936727369007,"score_gpt":0.2209602586337992,"score_spread":0.21218089136010912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022088730","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":[0.9945795,0.000017449827,0.000016007574,0.00075548823,0.00036855767,0.00038311598,0.000047263227,0.000059742622,0.003772897],"genre_scores_gemma":[0.99082994,0.0000038639896,0.008339633,0.00011744616,0.0004982631,0.000049114664,0.000018460769,0.000059114038,0.00008415068],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976794,2.4171126e-8,0.00074929267,0.00040802467,0.0006104622,0.0005527544],"domain_scores_gemma":[0.99852884,0.00014745447,0.00029033422,0.00007014724,0.0007968933,0.00016630917],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008307239,0.00037802814,0.00046430161,0.00009070694,0.00011365529,0.00013639613,0.00065564323,0.00014096024,0.00008028844],"category_scores_gemma":[0.00010180866,0.0003035705,0.00056103215,0.00020546619,0.00012896066,0.00038993286,0.000059350823,0.0003083374,0.000004792292],"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":[0.00017660562,0.00015853296,0.0021552336,0.00017875855,0.0003069513,1.1180788e-7,0.00009550677,0.00008994797,0.76963633,0.22677891,0.00032639844,0.00009668579],"study_design_scores_gemma":[0.0011159264,0.00039314717,0.003800216,0.000278632,0.00013554271,0.0000018686044,0.0006040835,0.003739946,0.9880359,0.00032448486,0.0012097915,0.0003604256],"about_ca_topic_score_codex":0.000015468335,"about_ca_topic_score_gemma":1.218576e-7,"teacher_disagreement_score":0.22645442,"about_ca_system_score_codex":0.000089118126,"about_ca_system_score_gemma":0.00003611887,"threshold_uncertainty_score":0.99994165},"labels":[],"label_agreement":null},{"id":"W2022167272","doi":"10.1063/1.1485124","title":"Comparison of strain relaxation in InGaAsN and InGaAs thin films","year":2002,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Materials science; Molecular beam epitaxy; Epitaxy; Transmission electron microscopy; Thin film; Relaxation (psychology); Stress relaxation; Substrate (aquarium); Strain (injury); Nitride; Diffraction; Nitrogen; Crystallography; Analytical Chemistry (journal); Optics; Composite material; Chemistry; Nanotechnology; Layer (electronics); Creep","score_opus":0.024843408026111992,"score_gpt":0.2526286500298615,"score_spread":0.22778524200374953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022167272","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":[0.9968254,0.000015147083,0.00034422384,0.000106657,0.00006519472,0.00017420502,0.000033845314,0.000013828245,0.0024215155],"genre_scores_gemma":[0.9992219,9.387135e-7,0.00034335817,0.00023112935,0.00010085416,0.000019241817,0.00005700245,0.000015494106,0.000010047546],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99924046,0.000023398392,0.00027324806,0.00018825282,0.00010788675,0.00016672791],"domain_scores_gemma":[0.9995569,0.000052663738,0.00019998473,0.00014851532,0.00000999877,0.000031939362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008776143,0.00013162733,0.0002557166,0.000036030204,0.000037349815,0.000028447046,0.00008589276,0.000029447781,0.00016311891],"category_scores_gemma":[0.0000010588097,0.00013486689,0.000031935902,0.00011320245,0.00005018341,0.00008514394,0.000027424721,0.00013396077,0.000012011279],"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":[0.0000052227474,0.00009656142,0.015600497,0.000028579523,0.0000195835,1.9908673e-7,0.0024620548,0.0012819711,0.9598289,0.016032502,0.0009515247,0.003692389],"study_design_scores_gemma":[0.0036829198,0.000093530885,0.021711355,0.00017141915,0.000103600876,3.9867908e-7,0.0044559985,0.008142051,0.95146066,0.007752981,0.0012744212,0.0011506884],"about_ca_topic_score_codex":0.00014014161,"about_ca_topic_score_gemma":0.0000017200933,"teacher_disagreement_score":0.008368281,"about_ca_system_score_codex":0.000008630372,"about_ca_system_score_gemma":0.0000040630016,"threshold_uncertainty_score":0.54997116},"labels":[],"label_agreement":null},{"id":"W2022290481","doi":"10.1109/icsict.2010.5667274","title":"GaN high electron mobility transistors with localized Mg doping and Drain Metal Extension","year":2010,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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 Toronto","funders":"China Scholarship Council","keywords":"High-electron-mobility transistor; Doping; Breakdown voltage; Physics; Topology (electrical circuits); Materials science; Algorithm; Electrical engineering; Transistor; Optoelectronics; Computer science; Voltage; Quantum mechanics; Engineering","score_opus":0.0065329746109065775,"score_gpt":0.22253733508692314,"score_spread":0.21600436047601657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022290481","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":[0.9975793,0.000014382594,0.00088915427,0.00009624017,0.00015620509,0.00021664606,0.00001209744,0.000042869084,0.0009931296],"genre_scores_gemma":[0.99873763,8.062247e-7,0.0008676147,0.00006941018,0.0001170131,0.000014867179,0.00003199414,0.000017035365,0.00014362152],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99916965,0.000035713558,0.00016761606,0.00029823932,0.00009441412,0.00023435103],"domain_scores_gemma":[0.99956095,0.000029339617,0.000056458648,0.00021791137,0.000041673946,0.00009365913],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017845735,0.00016196228,0.00024631334,0.000028985127,0.00009206118,0.000051854506,0.00006411551,0.000041212585,0.00092130946],"category_scores_gemma":[0.0000018428817,0.00011290126,0.0000460785,0.000057179153,0.00007126505,0.000119829136,0.000009912394,0.00013696957,0.0000055514765],"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":[0.000057628284,0.00006817253,0.0026391454,0.000018420207,0.000039189446,7.651327e-7,0.00008391689,0.0000065253685,0.98607254,0.010338001,0.000026898693,0.0006487901],"study_design_scores_gemma":[0.0017113499,0.00019706468,0.005892417,0.000021575213,0.00011815264,0.000003997637,0.0002636021,0.00015421172,0.9825014,0.0028795397,0.0058443877,0.0004123158],"about_ca_topic_score_codex":0.0015877882,"about_ca_topic_score_gemma":0.00019544282,"teacher_disagreement_score":0.0074584614,"about_ca_system_score_codex":0.0000067221686,"about_ca_system_score_gemma":0.000036601017,"threshold_uncertainty_score":0.999992},"labels":[],"label_agreement":null},{"id":"W2023679902","doi":"10.1109/pho.2011.6110427","title":"Study on the quantum efficiency enhancement in InGaN/GaN dot-in-a-wire light emitting diodes grown by molecular beam epitaxy","year":2011,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"","keywords":"Optoelectronics; Light-emitting diode; Molecular beam epitaxy; Materials science; Quantum dot; Diode; Wide-bandgap semiconductor; Quantum efficiency; Epitaxy; Gallium nitride; Nanotechnology; Layer (electronics)","score_opus":0.020147389488362602,"score_gpt":0.24426544588908036,"score_spread":0.22411805640071775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023679902","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":[0.991751,0.00004366467,0.00013109564,0.000115040144,0.00016927731,0.0006228511,0.000008526599,0.00001824272,0.0071402583],"genre_scores_gemma":[0.9995448,0.0000011007384,0.000023297645,0.00014654566,0.000043565444,0.000107455824,0.000009659727,0.000020990408,0.00010255773],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985042,0.00011668595,0.000428336,0.00037451505,0.00018723324,0.00038902613],"domain_scores_gemma":[0.9993855,0.000056861416,0.00013069871,0.000350255,0.000024471326,0.000052224088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005201094,0.00023135898,0.00026820076,0.00007004028,0.00009186888,0.000060156064,0.00031172286,0.00003293954,0.0006019445],"category_scores_gemma":[0.000008942687,0.00015312555,0.00006473711,0.00017782101,0.000024393501,0.000083892235,0.000062832325,0.00015814374,0.000050167466],"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":[0.000027171216,0.0025438345,0.08724464,0.000017172926,0.000061839615,0.000015498408,0.010526693,0.000012965088,0.8857491,0.0129020745,0.0002611623,0.0006378333],"study_design_scores_gemma":[0.00063131517,0.00030027085,0.0033020584,0.00007161225,0.000016474118,1.2981083e-7,0.012835349,0.000032866443,0.9815589,0.0007661829,0.00020495716,0.0002798847],"about_ca_topic_score_codex":0.0016587316,"about_ca_topic_score_gemma":0.0000299118,"teacher_disagreement_score":0.09580978,"about_ca_system_score_codex":0.00002770787,"about_ca_system_score_gemma":0.000024408939,"threshold_uncertainty_score":0.659087},"labels":[],"label_agreement":null},{"id":"W2023829182","doi":"10.1142/s0219581x12400236","title":"EFFECTIVE<font>GaN</font>SURFACE PASSIVATION BY PLASMA ENHANCED CHEMICAL VAPOR DEPOSITION OF SILICON OXIDE","year":2012,"lang":"en","type":"article","venue":"International Journal of Nanoscience","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Université de Sherbrooke","funders":"","keywords":"Materials science; Passivation; Plasma-enhanced chemical vapor deposition; Optoelectronics; Chemical vapor deposition; Oxide; Silicon; Sapphire; Capacitance; Analytical Chemistry (journal); Layer (electronics); Nanotechnology; Optics; Electrode; Metallurgy","score_opus":0.00725498033062108,"score_gpt":0.25782630791793243,"score_spread":0.2505713275873114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023829182","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":[0.9928214,0.000047866444,0.0053719133,0.00011385574,0.0011999229,0.00009813845,0.00004370872,0.0000049471096,0.00029822614],"genre_scores_gemma":[0.99902856,0.0000041530243,0.00054681377,0.0000423488,0.00031857158,0.0000035067214,0.000014258396,0.000007400536,0.000034385448],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987359,0.000047997455,0.0004432793,0.00011859385,0.0004730996,0.00018112347],"domain_scores_gemma":[0.99865085,0.00012211304,0.0006899576,0.0000770742,0.00036166178,0.0000983659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030892142,0.00011355249,0.0001971648,0.000064653665,0.000034192446,0.000048217782,0.00034449098,0.000039045583,0.00010835664],"category_scores_gemma":[0.000044241548,0.00009621277,0.00010211885,0.000094753676,0.00006752843,0.0006704718,0.00003134096,0.0001001455,0.000006566327],"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":[0.00006235805,0.00017607733,0.0056937602,0.000005084767,0.000040111998,6.684767e-7,0.00014811197,0.00008366033,0.99039924,0.00034459398,0.00023468693,0.0028116263],"study_design_scores_gemma":[0.00053761987,0.0000629994,0.0040185116,0.00007578058,0.000018208977,0.000011064257,0.00007656815,0.00010259683,0.9945169,0.00017258056,0.00031370734,0.000093434],"about_ca_topic_score_codex":0.00009288519,"about_ca_topic_score_gemma":4.8868907e-7,"teacher_disagreement_score":0.0062071406,"about_ca_system_score_codex":0.0000763239,"about_ca_system_score_gemma":0.00005570133,"threshold_uncertainty_score":0.3923443},"labels":[],"label_agreement":null},{"id":"W2023856228","doi":"10.1063/1.3603039","title":"Occupation statistics of the VGa – ON dislocations within n-type gallium nitride","year":2011,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","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 British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Gallium nitride; Wurtzite crystal structure; Annealing (glass); Dislocation; Nitride; Condensed matter physics; Materials science; Formalism (music); Doping; Crystallography; Physics; Quantum mechanics; Thermodynamics; Chemistry; Diffraction; Nanotechnology","score_opus":0.0282804362161659,"score_gpt":0.2524731016113302,"score_spread":0.22419266539516428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023856228","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":[0.9903631,0.000003252849,0.0041633635,0.000005875143,0.0005637062,0.00012508975,0.00009044312,0.0000032508417,0.0046819225],"genre_scores_gemma":[0.9975492,0.0000013536077,0.0019867846,0.000046990368,0.0003580852,0.0000019855418,0.000012275771,0.000013085851,0.000030249406],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992526,0.000020446383,0.00037801705,0.00006828013,0.0001877209,0.0000929042],"domain_scores_gemma":[0.9987246,0.000044782468,0.000787965,0.00018641233,0.00021646333,0.00003979777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012338102,0.000100217614,0.0001870213,0.000022169532,0.0000564473,0.000015174875,0.0001875166,0.000021178534,0.00010124633],"category_scores_gemma":[0.000004264866,0.00006741502,0.000067296576,0.00012466857,0.000041793435,0.000059008038,0.000018712399,0.00013727632,0.000010136707],"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":[0.000589111,0.0011366983,0.012058032,0.0000914148,0.00039780108,9.97832e-7,0.0060924096,0.010339391,0.3853909,0.5762934,0.004216229,0.0033935932],"study_design_scores_gemma":[0.00066697516,0.00018397244,0.007146748,0.000070910704,0.00019906725,6.210502e-7,0.000741626,0.00025004763,0.86038685,0.12979051,0.00038169406,0.00018096133],"about_ca_topic_score_codex":0.000036717476,"about_ca_topic_score_gemma":0.0000013580715,"teacher_disagreement_score":0.47499594,"about_ca_system_score_codex":0.000013835707,"about_ca_system_score_gemma":0.0001204347,"threshold_uncertainty_score":0.27491048},"labels":[],"label_agreement":null},{"id":"W2023928312","doi":"10.1063/1.4873169","title":"Growth optimization and optical properties of AlGaNAs alloys","year":2014,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cyrium Technologies (Canada); Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Band gap; Materials science; Phase (matter); Absorption (acoustics); Transmittance; Molecular beam epitaxy; Wide-bandgap semiconductor; Nitride; Analytical Chemistry (journal); Direct and indirect band gaps; Epitaxy; Optoelectronics; Nanotechnology; Chemistry; Composite material; Layer (electronics)","score_opus":0.012252928454072711,"score_gpt":0.20709506665055366,"score_spread":0.19484213819648094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023928312","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":[0.983733,0.000016961301,0.013067374,0.000024302908,0.00009276373,0.00006975648,0.0000029569183,0.0000036665133,0.0029892111],"genre_scores_gemma":[0.9961303,0.0000052958435,0.003337478,0.00003168524,0.0004716822,0.0000015811338,0.0000023248083,0.000012543861,0.0000071002078],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99938977,0.000013594096,0.00029312275,0.00007325929,0.00013244351,0.00009780744],"domain_scores_gemma":[0.9993921,0.000022324299,0.0003217006,0.0000760607,0.00013042489,0.00005740408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014542337,0.00009483335,0.00025991866,0.000022248834,0.000029363026,0.000030849485,0.00007923434,0.000023326536,0.00002567263],"category_scores_gemma":[0.0000027635826,0.00007136226,0.00005371477,0.00004760304,0.00005098791,0.000099411176,0.000023337498,0.00007790662,0.0000013082542],"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":[0.00008774609,0.00016043139,0.000572241,0.00010193291,0.0001305799,2.2015037e-7,0.00042767028,0.024680637,0.862933,0.10793769,0.00013052368,0.00283736],"study_design_scores_gemma":[0.00086497155,0.00011880888,0.00016691288,0.00006603993,0.00011228571,0.0000013119599,0.00024633162,0.004686006,0.9785095,0.014844768,0.00022826697,0.00015481544],"about_ca_topic_score_codex":0.000008973901,"about_ca_topic_score_gemma":7.28943e-8,"teacher_disagreement_score":0.11557652,"about_ca_system_score_codex":0.000004858613,"about_ca_system_score_gemma":0.000028827948,"threshold_uncertainty_score":0.29100683},"labels":[],"label_agreement":null},{"id":"W2023943051","doi":"10.1002/mop.27776","title":"A Novel Modeling of Millimeter‐Wave Al<sub>0.27</sub>Ga<sub>0.73</sub>N/AlN/GaN Hemt Based on Artificial Neural Network","year":2013,"lang":"en","type":"article","venue":"Microwave and Optical Technology Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Natural Science Foundation of Zhejiang Province; National Natural Science Foundation of China","keywords":"High-electron-mobility transistor; Extremely high frequency; Microwave; Artificial neural network; Materials science; Optoelectronics; Transistor; Millimeter; Gallium nitride; Electrical engineering; Electronic engineering; Computer science; Engineering; Physics; Nanotechnology; Telecommunications; Artificial intelligence; Optics","score_opus":0.01648003388059082,"score_gpt":0.21253900370477846,"score_spread":0.19605896982418763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023943051","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":[0.9794515,0.00005153276,0.012694208,0.006753017,0.00032748695,0.00047373705,0.00004520387,0.00008917188,0.00011418514],"genre_scores_gemma":[0.9932881,0.000005589138,0.0029486823,0.0032776669,0.0002959778,0.000057530393,0.00006440409,0.000060266513,0.0000017966514],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997629,0.000044391963,0.0006504414,0.000671457,0.00017775354,0.0008269822],"domain_scores_gemma":[0.99893636,0.00012628413,0.00019588454,0.000496069,0.0000904007,0.00015500745],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017013865,0.00045550152,0.0006479181,0.00024280477,0.00016139644,0.00009712224,0.0002531879,0.0002752036,0.000050131777],"category_scores_gemma":[0.00001642337,0.00042370023,0.0002066506,0.00030753767,0.00039216538,0.00012972474,0.00012059704,0.00048427685,0.00005943725],"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":[0.000049275106,0.00014797034,0.0005598463,0.000028895996,0.000086474,0.0000065957584,0.000020686903,0.0022957616,0.98974645,0.0014139903,0.0006544473,0.0049896045],"study_design_scores_gemma":[0.0007179782,0.00017579051,0.000116497424,0.000090556445,0.00008981577,0.00000728145,0.00006768067,0.046626776,0.94891316,0.0026921253,0.000055658977,0.0004466658],"about_ca_topic_score_codex":0.0000514537,"about_ca_topic_score_gemma":0.000007415008,"teacher_disagreement_score":0.044331014,"about_ca_system_score_codex":0.000027523634,"about_ca_system_score_gemma":0.000029752415,"threshold_uncertainty_score":0.9998215},"labels":[],"label_agreement":null},{"id":"W2024760436","doi":"10.1063/1.4831895","title":"Photoluminescence properties of Mg-doped InN nanowires","year":2013,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":18,"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":"Photoluminescence; Acceptor; Doping; Recombination; Materials science; Nanowire; Spontaneous emission; Wide-bandgap semiconductor; Optoelectronics; Condensed matter physics; Chemistry; Optics; Physics; Laser","score_opus":0.014348871809487181,"score_gpt":0.20111599965302773,"score_spread":0.18676712784354055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024760436","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":[0.99729604,0.0000111062,0.00018289381,0.0003113788,0.00015072346,0.00044778056,0.000015223611,0.000032857864,0.0015520183],"genre_scores_gemma":[0.99787587,8.218857e-7,0.00018695352,0.0014071264,0.00024129798,0.00017978852,0.000027329881,0.000029561299,0.00005123619],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99903005,0.000017479633,0.0002695446,0.00024860655,0.00015954819,0.00027478224],"domain_scores_gemma":[0.99938256,0.000017818986,0.00017752251,0.00031299624,0.000054104992,0.00005501557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000045596127,0.00020252983,0.0002851764,0.000024460163,0.000061049024,0.00006121122,0.00023734705,0.000020653837,0.0002976045],"category_scores_gemma":[7.931701e-7,0.00017135504,0.000079312355,0.0001220092,0.00011881678,0.00016526046,0.0000593227,0.000082252685,0.00017308662],"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":[0.000007276872,0.00006251104,0.0010452733,0.00004462354,0.000046739307,1.205477e-7,0.00028794125,0.000021875234,0.99061114,0.0027531912,0.004117817,0.0010014728],"study_design_scores_gemma":[0.00030674977,0.000008127134,0.0003118997,0.00003448638,0.000018759407,8.751557e-8,0.00018517715,0.000022925238,0.9977862,0.0002635487,0.0008459736,0.00021601912],"about_ca_topic_score_codex":0.0010203448,"about_ca_topic_score_gemma":6.459714e-7,"teacher_disagreement_score":0.0071750884,"about_ca_system_score_codex":0.0000091578195,"about_ca_system_score_gemma":0.000024637848,"threshold_uncertainty_score":0.6987656},"labels":[],"label_agreement":null},{"id":"W2025314951","doi":"10.1063/1.4904271","title":"Electrically injected near-infrared light emission from single InN nanowire <i>p-i-n</i> diode","year":2014,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"Army Research Office; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Electroluminescence; Nanowire; Optoelectronics; Materials science; Molecular beam epitaxy; Light-emitting diode; Diode; Substrate (aquarium); Fabrication; Wide-bandgap semiconductor; Light emission; Band gap; Epitaxy; Nanotechnology","score_opus":0.0068356771524988105,"score_gpt":0.19445330185538606,"score_spread":0.18761762470288726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025314951","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":[0.9861183,0.000009795457,0.004809939,0.00070833165,0.00030029225,0.00028337678,0.000058856353,0.00014866478,0.0075624124],"genre_scores_gemma":[0.9910139,5.264462e-7,0.00083465216,0.006387252,0.0010354249,0.000056405075,0.0005206624,0.00007314019,0.00007802853],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982521,0.00006403425,0.00036307468,0.0005460438,0.00027172567,0.00050301524],"domain_scores_gemma":[0.9988931,0.000113702336,0.00024074531,0.0005476347,0.00004473611,0.00016012002],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008450875,0.0003686083,0.00043439816,0.000029819665,0.00022136974,0.00023355664,0.0003466806,0.00007135834,0.00019578324],"category_scores_gemma":[0.0000038524054,0.00034698605,0.0001386831,0.00028422303,0.000054291595,0.0001410804,0.000085754364,0.00023799668,0.00017142945],"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":[0.000034059485,0.00014373226,0.0006373132,0.000008526744,0.00007094313,6.009023e-7,0.0002179445,0.000054538898,0.9641494,0.0014540973,0.024443407,0.008785392],"study_design_scores_gemma":[0.0009265746,0.000037675185,0.00024080907,0.000030406103,0.000060631814,1.3734508e-7,0.00002866764,0.0001685341,0.9327865,0.0034738395,0.061729267,0.00051696063],"about_ca_topic_score_codex":0.0002062683,"about_ca_topic_score_gemma":8.170108e-7,"teacher_disagreement_score":0.03728586,"about_ca_system_score_codex":0.000039463783,"about_ca_system_score_gemma":0.000041710056,"threshold_uncertainty_score":0.9998982},"labels":[],"label_agreement":null},{"id":"W2025709815","doi":"10.1021/ja075490a","title":"Blue Electroluminescence from InN@SiO<sub>2</sub> Nanomaterials","year":2007,"lang":"en","type":"article","venue":"Journal of the American Chemical Society","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":15,"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 Victoria","funders":"","keywords":"Electroluminescence; Nanomaterials; Chemistry; Optoelectronics; Blue light; Light emission; Light-emitting diode; Nanoparticle; Blueshift; Layer (electronics); Nanotechnology; Materials science; Photoluminescence; Organic chemistry","score_opus":0.0069743933911377565,"score_gpt":0.23283746119114268,"score_spread":0.22586306780000492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025709815","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":[0.99862295,0.00004414173,0.0002863904,0.00042518938,0.00046563096,0.00007444016,0.00003652253,0.0000112605485,0.000033488177],"genre_scores_gemma":[0.9965385,0.000018000497,0.0007417939,0.0013365687,0.001329122,0.0000015572268,0.00000612539,0.000022695369,0.000005597615],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99850893,0.000064869724,0.00058726483,0.00017220054,0.00029605735,0.00037070148],"domain_scores_gemma":[0.9981703,0.00018698972,0.0011349265,0.00024245627,0.00012779815,0.00013753245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053271424,0.00019201274,0.00048034175,0.000013468983,0.00010047105,0.00006293473,0.00050064124,0.000039817845,0.000082799],"category_scores_gemma":[0.000027179862,0.00012804603,0.00053222006,0.00022258399,0.00022877115,0.00010850942,0.000101129066,0.00030510064,0.000008424008],"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":[0.000055182696,0.000070241746,0.004008735,0.0000037644063,0.00012731644,0.0000011200999,0.0001668848,0.000001484975,0.9887078,0.000016173783,0.005423776,0.0014175338],"study_design_scores_gemma":[0.00033622657,0.00003970525,0.002399928,0.000033286946,0.00006514818,0.0000061388687,0.00036288047,0.0000049642026,0.99435747,0.00033817114,0.0019013165,0.00015473821],"about_ca_topic_score_codex":0.00012714004,"about_ca_topic_score_gemma":6.5435745e-7,"teacher_disagreement_score":0.005649709,"about_ca_system_score_codex":0.000076985256,"about_ca_system_score_gemma":0.00009176544,"threshold_uncertainty_score":0.5221566},"labels":[],"label_agreement":null},{"id":"W2026191609","doi":"10.1088/1742-6596/245/1/012014","title":"Band structures of laterally coupled quantum dots, accounting for electromechanical effects","year":2010,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Wilfrid Laurier University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Quantum dot; Wetting layer; Photonics; Optoelectronics; Semiconductor; Band gap; Quantum tunnelling; Piezoelectricity; Superposition principle; Materials science; Nanotechnology; Physics; Quantum mechanics","score_opus":0.010968359943407011,"score_gpt":0.2515257908411857,"score_spread":0.2405574308977787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026191609","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":[0.9908223,0.000013733164,0.008037365,0.000058613175,0.0008208246,0.00015588013,0.000035085348,0.000006174182,0.000049980117],"genre_scores_gemma":[0.99782556,0.0000036369793,0.0012478647,0.000018256165,0.00084983965,0.00000520303,0.000012779466,0.000018127195,0.000018755358],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99901676,0.000024528406,0.0004405747,0.00011940488,0.00017274902,0.00022597676],"domain_scores_gemma":[0.9984353,0.000118696225,0.0007196875,0.00014152391,0.000519125,0.0000656713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019690933,0.00017277076,0.0004774468,0.000037597838,0.00006990245,0.00011697188,0.00024373962,0.0000549902,0.00014134115],"category_scores_gemma":[0.000023802675,0.00013497836,0.0001748623,0.000059747465,0.000060493792,0.0004258206,0.000022196024,0.00024065527,8.037435e-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":[0.00009579654,0.000045366985,0.00050000305,0.00009326928,0.000089204244,6.0232145e-7,0.00014818767,0.0000050616995,0.8286554,0.16794413,0.000030187293,0.002392771],"study_design_scores_gemma":[0.0005946124,0.0003281219,0.0005010664,0.00005330915,0.0000676693,0.0000033214242,0.00009572168,0.0000772954,0.83590007,0.16205376,0.0002009228,0.00012410345],"about_ca_topic_score_codex":0.0000338205,"about_ca_topic_score_gemma":0.0000051678335,"teacher_disagreement_score":0.0072446824,"about_ca_system_score_codex":0.0000052903306,"about_ca_system_score_gemma":0.00019405312,"threshold_uncertainty_score":0.55042577},"labels":[],"label_agreement":null},{"id":"W2027104664","doi":"10.1002/pssc.200674259","title":"Performance comparison of Cu and Ni gates for deep submicrometer AlGaN/GaN HFETs","year":2007,"lang":"en","type":"article","venue":"Physica status solidi. C, Conferences and critical reviews/Physica status solidi. C, Current topics in solid state physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transconductance; Materials science; Optoelectronics; Transistor; Heterojunction; Schottky diode; Schottky barrier; Voltage; Electrical engineering; Diode","score_opus":0.05921327664307052,"score_gpt":0.37691040338746895,"score_spread":0.31769712674439843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027104664","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":[0.977294,0.007527069,0.009434434,0.00019512347,0.0010461307,0.0019989968,0.001069223,0.000067366454,0.001367656],"genre_scores_gemma":[0.98812705,0.009347691,0.00088143116,0.00006907477,0.0008585225,0.00022434707,0.0003721887,0.00008858392,0.000031129828],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9938016,0.00023149126,0.0019596103,0.0012305045,0.0005541557,0.0022226153],"domain_scores_gemma":[0.9964063,0.0008637056,0.00076153426,0.0006818652,0.00057635247,0.0007101992],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006005562,0.0010592067,0.0025032002,0.00016536556,0.00038689238,0.00030639532,0.00045773239,0.00012539965,0.0000586258],"category_scores_gemma":[0.00010107663,0.00094823656,0.00040850075,0.0004853215,0.0008388176,0.00069675327,0.00027260717,0.0006995824,0.000015279344],"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":[0.00045772464,0.00358346,0.08617576,0.0076266495,0.00036243594,0.0000035697262,0.010371874,0.00006697296,0.022586372,0.12874432,0.00061538105,0.73940545],"study_design_scores_gemma":[0.015321379,0.005601444,0.05278739,0.007925524,0.0028057052,0.0000075602184,0.011639279,0.06244051,0.2625851,0.34583914,0.22215523,0.010891709],"about_ca_topic_score_codex":0.0003250372,"about_ca_topic_score_gemma":0.000084321735,"teacher_disagreement_score":0.7285138,"about_ca_system_score_codex":0.00006803359,"about_ca_system_score_gemma":0.00027723509,"threshold_uncertainty_score":0.99929684},"labels":[],"label_agreement":null},{"id":"W2027135113","doi":"10.1063/1.1885174","title":"InN polarity determination by convergent-beam electron diffraction","year":2005,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":30,"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":"Electron diffraction; Sapphire; Polarity (international relations); Materials science; Diffraction; Epitaxy; Thin film; Molecular beam epitaxy; Reflection high-energy electron diffraction; Optics; Crystallography; Optoelectronics; Chemistry; Laser; Nanotechnology; Layer (electronics); Physics","score_opus":0.0072698531099717155,"score_gpt":0.22607474147871925,"score_spread":0.21880488836874754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027135113","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":[0.99319214,0.000008394293,0.0044245706,0.0007407081,0.00019989682,0.0002435606,0.000050926483,0.000059071488,0.001080758],"genre_scores_gemma":[0.9948134,0.000001784552,0.00016332399,0.0036315594,0.00078381936,0.000056526605,0.00045995106,0.000032233187,0.000057419806],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99896044,0.000020833246,0.00021726698,0.00030022277,0.00017021797,0.00033100968],"domain_scores_gemma":[0.9994791,0.000028378898,0.000176518,0.00022314655,0.000023708622,0.00006913747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007776218,0.00021111658,0.00019247622,0.000025825882,0.00012120008,0.00007720578,0.00013582192,0.000037030928,0.00023515898],"category_scores_gemma":[5.402855e-7,0.00022478316,0.00007593815,0.00009715543,0.000032792872,0.00024913118,0.000025813119,0.00017163645,0.00017690871],"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":[0.000012040991,0.00010239814,0.000649054,0.0000066534385,0.000030794126,8.802581e-8,0.00007737114,0.000048233556,0.9777634,0.0023665533,0.010297351,0.008646023],"study_design_scores_gemma":[0.0005378563,0.00001279146,0.00048040433,0.000004263539,0.000037710553,1.9070828e-7,0.00003292055,0.000077832934,0.9544664,0.00033457676,0.04372227,0.00029277863],"about_ca_topic_score_codex":0.00017196346,"about_ca_topic_score_gemma":0.0000017304665,"teacher_disagreement_score":0.033424918,"about_ca_system_score_codex":0.0000662745,"about_ca_system_score_gemma":0.000016851953,"threshold_uncertainty_score":0.9166391},"labels":[],"label_agreement":null},{"id":"W2027324644","doi":"10.1116/1.4865915","title":"Study on the coalescence of dislocation-free GaN nanowires on Si and SiOx","year":2014,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology B Nanotechnology and Microelectronics Materials Processing Measurement and Phenomena","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":28,"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":"Coalescence (physics); Nanowire; Nucleation; Materials science; Epitaxy; Dislocation; Optoelectronics; Nanotechnology; Layer (electronics); Composite material; Chemistry","score_opus":0.01679108463935072,"score_gpt":0.24009630149796563,"score_spread":0.2233052168586149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027324644","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":[0.9964294,0.00072281866,0.00021927014,0.002133334,0.000137423,0.00027642568,0.0000052315595,0.000023585653,0.000052511612],"genre_scores_gemma":[0.9996656,0.00007957903,0.00010001987,0.00007166763,0.000051976538,0.000013352282,3.404771e-7,0.000012045517,0.0000054278016],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983682,0.000079152,0.00052535156,0.00033704686,0.00031636446,0.00037389857],"domain_scores_gemma":[0.9985233,0.00005997827,0.0007168317,0.00033230166,0.00031835723,0.00004921795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024599032,0.00023021066,0.00044755946,0.0005040606,0.0004891696,0.00011444892,0.0006247825,0.000109632325,0.000007532105],"category_scores_gemma":[0.00014549146,0.00014973895,0.000022511786,0.00043543198,0.0010684648,0.00015926111,0.00013839753,0.00027347272,5.5095586e-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":[0.000068012065,0.00018184476,0.0015009757,0.00003293473,0.000031998552,4.886287e-7,0.0002778895,9.390234e-7,0.9655299,0.020811444,0.00000861817,0.011554959],"study_design_scores_gemma":[0.0007403923,0.0018664332,0.00068908936,0.0002373591,0.00006927551,0.000017103088,0.0013456721,0.00000692529,0.9688739,0.025752326,0.000237622,0.00016390611],"about_ca_topic_score_codex":0.0000074487252,"about_ca_topic_score_gemma":0.0000037281463,"teacher_disagreement_score":0.011391053,"about_ca_system_score_codex":0.000042305724,"about_ca_system_score_gemma":0.00021497702,"threshold_uncertainty_score":0.6106177},"labels":[],"label_agreement":null},{"id":"W2027952931","doi":"10.1063/1.2127120","title":"Optoelectronic and structural characteristics of Er-doped amorphous AlN films","year":2005,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":21,"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":"University of Windsor","keywords":"Amorphous solid; Materials science; Raman spectroscopy; X-ray photoelectron spectroscopy; Cathodoluminescence; Luminescence; Doping; Spectroscopy; Optoelectronics; Excitation; Raman scattering; Analytical Chemistry (journal); Infrared; Ion; Optics; Chemistry; Nuclear magnetic resonance; Crystallography; Physics","score_opus":0.008110026737968956,"score_gpt":0.23046439031004204,"score_spread":0.22235436357207308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027952931","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":[0.99871856,0.000044749642,0.00020395592,0.00001895672,0.00013994279,0.000092493916,0.000053251166,0.00000471641,0.00072335964],"genre_scores_gemma":[0.99758464,0.00001230698,0.0012279731,0.00005027789,0.0010610264,0.000001785416,0.000017340817,0.000021008573,0.000023621598],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99902946,0.000012664983,0.000477499,0.000107785396,0.00016599147,0.00020657333],"domain_scores_gemma":[0.99892175,0.00003453669,0.00072607835,0.00013238713,0.000101235724,0.00008399395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010473852,0.00016340242,0.00043007152,0.000031426312,0.000045999393,0.00004153402,0.00015099172,0.0000326338,0.0002231392],"category_scores_gemma":[0.0000011488893,0.00013565374,0.00009817293,0.00006782338,0.00005076567,0.00013119515,0.000032609092,0.00018594986,0.0000046366663],"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":[0.00018176479,0.000112914655,0.0018494105,0.00005664,0.00024768052,0.0000013678927,0.00056028255,0.0009042958,0.9529818,0.012507415,0.0005043641,0.030092038],"study_design_scores_gemma":[0.0023005973,0.00027732766,0.005633313,0.00006656865,0.0002828101,0.000012670603,0.00039905103,0.0013284023,0.97469157,0.011028649,0.0035265735,0.00045244576],"about_ca_topic_score_codex":0.000012383721,"about_ca_topic_score_gemma":4.098385e-7,"teacher_disagreement_score":0.029639592,"about_ca_system_score_codex":0.000016243486,"about_ca_system_score_gemma":0.000079713216,"threshold_uncertainty_score":0.5531799},"labels":[],"label_agreement":null},{"id":"W2028178109","doi":"10.1007/s11664-000-0061-0","title":"Influence of crystalline defects on transport properties of GaN grown by ammonia-molecular beam epitaxy and magnetron sputter epitaxy","year":2000,"lang":"en","type":"article","venue":"Journal of Electronic Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":12,"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 for Microstructural Sciences","funders":"","keywords":"Molecular beam epitaxy; Photoluminescence; Materials science; Sputter deposition; Dislocation; Epitaxy; Optoelectronics; Electron mobility; Luminescence; Doping; Sputtering; Thin film; Crystallography; Chemistry; Nanotechnology; Layer (electronics)","score_opus":0.004046065083347794,"score_gpt":0.19383362158233325,"score_spread":0.18978755649898546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028178109","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":[0.9987592,0.00069659326,0.000012276768,0.00007051781,0.00005210533,0.00022301875,0.00009653982,0.000005498329,0.00008421346],"genre_scores_gemma":[0.9995294,0.00011229785,0.00002893009,0.00006833599,0.000119258926,0.000006271225,0.000013651949,0.00003018071,0.000091643094],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980825,0.00010268966,0.0009686862,0.00018860889,0.0002654221,0.0003920977],"domain_scores_gemma":[0.9988328,0.00002289584,0.0007211953,0.0001939085,0.000139998,0.00008918985],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004537476,0.0002510403,0.0007240058,0.000089948284,0.00003389041,0.000030942065,0.00021451089,0.00006906319,0.0009647845],"category_scores_gemma":[0.000006365274,0.00019402914,0.000115685,0.00007922299,0.000091545524,0.00020444946,0.000009673291,0.00013164467,0.0000031094316],"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":[0.0004099967,0.00017000207,0.00069529837,0.00017587504,0.00012233174,0.0000038231724,0.000095103926,0.00048372368,0.99727935,0.00029995423,0.000054587043,0.0002099786],"study_design_scores_gemma":[0.0009521081,0.0012176097,0.0016501275,0.00026646003,0.00012386378,0.000010054858,0.000025658097,8.321484e-7,0.9939566,0.0005938205,0.001023939,0.00017892376],"about_ca_topic_score_codex":0.00023004685,"about_ca_topic_score_gemma":0.0000031111433,"teacher_disagreement_score":0.003322723,"about_ca_system_score_codex":0.00002764483,"about_ca_system_score_gemma":0.00013436443,"threshold_uncertainty_score":0.99994844},"labels":[],"label_agreement":null},{"id":"W2029108522","doi":"10.1109/ccece.2006.277693","title":"Field Effect Transistor on Hetero-Structure GaN/InxGa1-xN","year":2006,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"Lakehead University","funders":"","keywords":"Field-effect transistor; Transistor; Electrical engineering; Optoelectronics; Materials science; Threshold voltage; Voltage; Topology (electrical circuits); Physics; Engineering","score_opus":0.004041694094170455,"score_gpt":0.21171494991879158,"score_spread":0.20767325582462112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029108522","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":[0.9703851,0.0000150164215,0.00021728616,0.000158606,0.00049922307,0.0001810188,0.000066358465,0.000053632124,0.028423775],"genre_scores_gemma":[0.9971701,1.5975239e-7,0.00008883711,0.00038659165,0.000680207,0.0000112616435,0.000081389,0.000019502044,0.0015619533],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992113,0.000039705075,0.00017726088,0.00023436523,0.0001059422,0.00023142711],"domain_scores_gemma":[0.9995805,0.00007894623,0.000049829832,0.00022421894,0.000016031587,0.000050474286],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004624778,0.00019284723,0.00022549964,0.00003460112,0.000068208945,0.00006049858,0.0000943201,0.000058043537,0.006121289],"category_scores_gemma":[0.0000012117943,0.0001424418,0.00012887578,0.00004720054,0.000013757878,0.000059158647,0.00000666527,0.00009833476,0.00007236167],"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":[0.00015056916,0.000115802926,0.0096337,0.000076338394,0.000075639575,0.0000068604654,0.000078714926,0.00009227776,0.9425701,0.011723738,0.029261071,0.0062152157],"study_design_scores_gemma":[0.00068032974,0.00032014953,0.001111492,0.000020286165,0.00003343313,8.650682e-7,0.00001484717,0.000020005793,0.9702148,0.0014960299,0.025843218,0.00024455445],"about_ca_topic_score_codex":0.0010400219,"about_ca_topic_score_gemma":0.000037752758,"teacher_disagreement_score":0.027644718,"about_ca_system_score_codex":0.000011126308,"about_ca_system_score_gemma":0.000011317243,"threshold_uncertainty_score":0.9947873},"labels":[],"label_agreement":null},{"id":"W2029516748","doi":"10.1063/1.4776739","title":"Origin of InGaN light-emitting diode efficiency improvements using chirped AlGaN multi-quantum barriers","year":2013,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Crosslight Software (Canada)","funders":"","keywords":"Optoelectronics; Materials science; Diode; Voltage droop; Light-emitting diode; Band bending; Quantum efficiency; Leakage (economics); Wide-bandgap semiconductor; Electron; Voltage; Physics","score_opus":0.015915251009095313,"score_gpt":0.2440218582888371,"score_spread":0.2281066072797418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029516748","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":[0.99226475,0.0000050699905,0.0063477885,0.00005532396,0.00032897704,0.0005979685,0.00003135883,0.000044501976,0.00032423576],"genre_scores_gemma":[0.99735737,2.64581e-7,0.0015620022,0.0004982702,0.00040300854,0.00006401506,0.00004744218,0.000058097186,0.000009502489],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983061,0.000032113352,0.0004777156,0.0004228157,0.00023129111,0.0005299742],"domain_scores_gemma":[0.99891746,0.0000392033,0.0004308637,0.00040348418,0.00005323983,0.00015572968],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013162439,0.0003329046,0.00041957464,0.000054880034,0.00019375462,0.000097823206,0.00032266486,0.00004564731,0.00013192919],"category_scores_gemma":[0.0000025425607,0.00031704386,0.00013956758,0.00020396723,0.0000781551,0.00020075482,0.00009517113,0.00017448435,0.000042297463],"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":[0.000004441109,0.000075241674,0.003379931,0.000044996672,0.00008972291,2.7857828e-7,0.0006982051,0.00037164483,0.9918529,0.0026202656,0.000145641,0.00071677455],"study_design_scores_gemma":[0.0010523178,0.000017148504,0.00025381526,0.00004264264,0.00006782734,1.17667426e-7,0.00060503423,0.0024120698,0.994596,0.00037036111,0.0001588454,0.00042383838],"about_ca_topic_score_codex":0.001106778,"about_ca_topic_score_gemma":4.6898418e-7,"teacher_disagreement_score":0.0050926222,"about_ca_system_score_codex":0.000035422025,"about_ca_system_score_gemma":0.000053367887,"threshold_uncertainty_score":0.9999282},"labels":[],"label_agreement":null},{"id":"W2029528540","doi":"10.1063/1.3583548","title":"Occupation statistics of dislocations within uncompensated n-type wurtzite gallium nitride","year":2011,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":8,"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, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wurtzite crystal structure; Gallium nitride; Dangling bond; Minification; Materials science; Doping; Energy minimization; Condensed matter physics; Crystallography; Physics; Mathematics; Chemistry; Quantum mechanics; Nanotechnology; Optoelectronics; Silicon","score_opus":0.029585505430329683,"score_gpt":0.25699338101188124,"score_spread":0.22740787558155157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029528540","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":[0.9761929,0.000006167551,0.020771636,0.000002529093,0.00046385772,0.00012792977,0.00012494127,0.000006944277,0.0023031284],"genre_scores_gemma":[0.98723066,0.0000027137676,0.012270828,0.00002255512,0.00036342457,0.000001979987,0.00006680175,0.000018984641,0.000022041055],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989731,0.000021929596,0.0005914398,0.000091971844,0.00019275857,0.00012883874],"domain_scores_gemma":[0.9982367,0.000047641894,0.0010364533,0.00016764045,0.0004394685,0.00007208129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016366529,0.00013457905,0.0003067717,0.000046970363,0.000045612847,0.000020278207,0.00016342408,0.000029482195,0.00020523393],"category_scores_gemma":[0.000003946532,0.00011607096,0.000066101886,0.00018061204,0.00004674527,0.00011460475,0.00001969481,0.0001425324,0.0000161417],"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":[0.00067016325,0.00094908,0.010651214,0.0001271062,0.00056509016,0.000003134165,0.005007453,0.009329126,0.7286802,0.23942289,0.0020668393,0.002527744],"study_design_scores_gemma":[0.001349345,0.00027229416,0.004885464,0.00008447437,0.0003805124,0.0000017166735,0.0011088746,0.0009893326,0.88088644,0.10924298,0.0004501164,0.0003484254],"about_ca_topic_score_codex":0.00008573625,"about_ca_topic_score_gemma":0.0000021988112,"teacher_disagreement_score":0.1522063,"about_ca_system_score_codex":0.000016523936,"about_ca_system_score_gemma":0.00015804074,"threshold_uncertainty_score":0.47332364},"labels":[],"label_agreement":null},{"id":"W2029719761","doi":"10.1016/j.endend.2010.06.032","title":"Large-signal model for AlGaN/GaN HEMTs suitable for RF switching-mode power amplifiers design","year":2010,"lang":"en","type":"article","venue":"Journal of End-to-End-testing","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"École de Technologie Supérieure; University of Calgary","funders":"","keywords":"Amplifier; Large-signal model; RF power amplifier; Materials science; Power (physics); Mode (computer interface); Optoelectronics; SIGNAL (programming language); Radio frequency; High-electron-mobility transistor; Switching power; Electronic engineering; Electrical engineering; Computer science; Transistor; Engineering; Physics; Voltage","score_opus":0.05208858043372866,"score_gpt":0.3061554236030386,"score_spread":0.25406684316930994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029719761","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":[0.5048964,0.000013585064,0.49339327,0.00012713237,0.00061190035,0.00051188894,0.00018070755,0.000022809667,0.00024230647],"genre_scores_gemma":[0.8512698,2.1954169e-7,0.14685689,0.00036148692,0.0011810636,0.00005624269,0.000018268975,0.000089527864,0.00016649328],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99723035,0.00005155635,0.000980992,0.0004122716,0.00036917042,0.0009556297],"domain_scores_gemma":[0.9964399,0.0010671162,0.0008052132,0.00031308056,0.0008218143,0.00055291934],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00195759,0.0003997866,0.00070029177,0.00020296856,0.00042088726,0.00032360456,0.0005390675,0.00012282559,0.00027421562],"category_scores_gemma":[0.0003956156,0.0003557706,0.00033486768,0.00024990574,0.000020592339,0.00045434572,0.000072806964,0.00047293003,0.000013101209],"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":[0.00019524602,0.00016905114,0.0017455072,0.000051386804,0.00015411142,0.0000040178384,0.0009193001,0.02841333,0.96174145,0.0016325453,0.001998369,0.002975711],"study_design_scores_gemma":[0.009204451,0.0025065418,0.0006477991,0.0010159252,0.0010010112,0.0001098238,0.002682619,0.256016,0.66100764,0.04825459,0.014834021,0.0027195967],"about_ca_topic_score_codex":0.0001456341,"about_ca_topic_score_gemma":0.000025869404,"teacher_disagreement_score":0.34653637,"about_ca_system_score_codex":0.00005864324,"about_ca_system_score_gemma":0.00042125964,"threshold_uncertainty_score":0.99988943},"labels":[],"label_agreement":null},{"id":"W2030117294","doi":"10.1063/1.2215600","title":"Growth of crack-free, carbon-doped GaN and AlGaN∕GaN high electron mobility transistor structures on Si (111) substrates by ammonia molecular beam epitaxy","year":2006,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Institute for Microstructural Sciences","funders":"","keywords":"Molecular beam epitaxy; Materials science; Optoelectronics; Electron mobility; Doping; Dopant; Silicon; Wide-bandgap semiconductor; Epitaxy; Layer (electronics); Nanotechnology","score_opus":0.0033381839217208834,"score_gpt":0.18405175536419183,"score_spread":0.18071357144247094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030117294","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":[0.997983,0.000052516596,0.0001456416,0.00017345816,0.00008396819,0.0004754889,0.00030308118,0.00004179779,0.0007410725],"genre_scores_gemma":[0.9986846,0.0000015057199,0.00014191883,0.00036825924,0.00025652372,0.00005917397,0.00041853005,0.000063574495,0.0000059047748],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982462,0.00004574094,0.00041045368,0.000565197,0.00026706557,0.00046537342],"domain_scores_gemma":[0.999025,0.00006898267,0.00026065507,0.0005081939,0.000046298293,0.000090904345],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008780373,0.0004320227,0.00053161907,0.00004123892,0.00008876946,0.00006390525,0.0002922706,0.0000713833,0.000021679405],"category_scores_gemma":[0.0000010324792,0.00042344644,0.00012183752,0.00014613333,0.00017865609,0.0000732107,0.000021563294,0.00021108917,0.0000019388954],"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":[0.00008077047,0.00017636952,0.0009411849,0.00006597565,0.00010574436,0.0000011940978,0.00007350865,0.0002989091,0.9669493,0.030707935,0.00048497398,0.00011414279],"study_design_scores_gemma":[0.0009886643,0.00008023835,0.0028352167,0.000010718095,0.00010713603,1.8569294e-7,0.000029499603,0.0000062268664,0.97760826,0.017871944,0.00006459123,0.00039729007],"about_ca_topic_score_codex":0.003197086,"about_ca_topic_score_gemma":0.000013651072,"teacher_disagreement_score":0.012835991,"about_ca_system_score_codex":0.000036133388,"about_ca_system_score_gemma":0.00003058854,"threshold_uncertainty_score":0.9998217},"labels":[],"label_agreement":null},{"id":"W2030158283","doi":"10.1002/pssc.200982640","title":"Optimization of the ohmic contact processing in InAlN//GaN high electron mobility transistors for lower temperature of annealing","year":2009,"lang":"en","type":"article","venue":"Physica status solidi. C, Conferences and critical reviews/Physica status solidi. C, Current topics in solid state physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Tellabs (Canada)","funders":"","keywords":"Ohmic contact; Transconductance; Materials science; Contact resistance; Annealing (glass); Optoelectronics; Transistor; Schottky barrier; Electron mobility; High-electron-mobility transistor; Electrical engineering; Nanotechnology; Composite material; Layer (electronics); Voltage","score_opus":0.028466352136305335,"score_gpt":0.33543194699986395,"score_spread":0.3069655948635586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030158283","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":[0.9876711,0.0034927002,0.003957402,0.00036492833,0.0005826647,0.0024935633,0.0011123752,0.00003354793,0.00029176677],"genre_scores_gemma":[0.9960391,0.002663687,0.00039844442,0.00006364,0.00038486198,0.00018790895,0.00021055354,0.000044134373,0.000007657516],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9953878,0.0003753738,0.0016027387,0.00088378444,0.00046361348,0.0012867112],"domain_scores_gemma":[0.99763644,0.00026777625,0.00072117825,0.000581171,0.0005419273,0.0002515167],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038889574,0.0007321141,0.0018797154,0.000101512975,0.00022093348,0.00015562879,0.00043689634,0.000110634646,0.00002082111],"category_scores_gemma":[0.00009564292,0.00058045244,0.00045405378,0.0006676095,0.00036858345,0.000550016,0.00007331627,0.0006754551,8.027306e-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":[0.0016038944,0.013327528,0.012304585,0.0134297395,0.00030549578,0.0000043313794,0.01867122,0.020946413,0.14274865,0.53422606,0.00034562676,0.24208643],"study_design_scores_gemma":[0.013924072,0.0050923293,0.03147232,0.0147731695,0.0018139108,0.0000022780478,0.0049145706,0.06429267,0.27780372,0.5677328,0.011732125,0.0064460076],"about_ca_topic_score_codex":0.00027900704,"about_ca_topic_score_gemma":0.000037917962,"teacher_disagreement_score":0.23564042,"about_ca_system_score_codex":0.00012011713,"about_ca_system_score_gemma":0.00062585884,"threshold_uncertainty_score":0.99966466},"labels":[],"label_agreement":null},{"id":"W2030316365","doi":"10.1063/1.3000451","title":"Experimental investigation of the variation of the absorption coefficient with nitrogen content in GaAsN and GaInAsN grown on GaAs (001)","year":2008,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Polytechnique Montréal; Regroupement Québécois sur les Matériaux de Pointe","funders":"","keywords":"Attenuation coefficient; Nitrogen; Indium; Effective mass (spring–mass system); Alloy; Absorption edge; Analytical Chemistry (journal); Absorption (acoustics); Band gap; Materials science; Saturation (graph theory); Extended X-ray absorption fine structure; Chemistry; Condensed matter physics; Absorption spectroscopy; Optoelectronics; Optics; Physics; Metallurgy","score_opus":0.023908442957841516,"score_gpt":0.21669587594923773,"score_spread":0.19278743299139622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030316365","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":[0.9993627,0.000011206116,0.000068971734,0.000022019793,0.000075276075,0.00019608904,0.000010712641,0.0000010272378,0.0002519997],"genre_scores_gemma":[0.9997786,0.0000014660692,0.000058411588,0.000048928774,0.00009314439,0.0000047984654,0.0000032686623,0.0000073714937,0.0000039930505],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993213,0.00003446755,0.00029016266,0.00006960977,0.00021258778,0.00007191494],"domain_scores_gemma":[0.9991241,0.000026967316,0.0006385666,0.00010907333,0.000077642544,0.000023621444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000115533956,0.0000859269,0.00017648526,0.000021155463,0.000048862257,0.0000078947,0.00009221707,0.000018819097,0.00000985784],"category_scores_gemma":[0.000001067672,0.000047681453,0.00005143039,0.00009727357,0.00009013292,0.000045490953,0.000020025387,0.00008928953,3.133208e-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":[0.00011397705,0.00018921492,0.012416439,0.000013749922,0.000034993176,1.286347e-7,0.0019080882,0.0041191173,0.9723278,0.008787475,0.000026233956,0.00006277545],"study_design_scores_gemma":[0.0011072536,0.00011861488,0.052351307,0.00007528989,0.00002900421,0.0000016376968,0.0006527687,0.00016857109,0.943252,0.002169793,0.000015552323,0.000058201986],"about_ca_topic_score_codex":0.000094219286,"about_ca_topic_score_gemma":9.5355233e-7,"teacher_disagreement_score":0.039934866,"about_ca_system_score_codex":0.000026579644,"about_ca_system_score_gemma":0.000053827374,"threshold_uncertainty_score":0.19443932},"labels":[],"label_agreement":null},{"id":"W2030607634","doi":"10.1116/1.4865914","title":"Engineering the color rendering index of phosphor-free InGaN/(Al)GaN nanowire white light emitting diodes grown by molecular beam epitaxy","year":2014,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology B Nanotechnology and Microelectronics Materials Processing Measurement and Phenomena","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":15,"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":"Light-emitting diode; Phosphor; Optoelectronics; Materials science; Molecular beam epitaxy; Nanowire; Diode; Heterojunction; Color rendering index; Indium gallium nitride; Color temperature; Gallium nitride; Optics; Epitaxy; Nanotechnology; Layer (electronics); Physics","score_opus":0.0045911263219435205,"score_gpt":0.19349212847530958,"score_spread":0.18890100215336605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030607634","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":[0.9883501,0.004654673,0.0042473483,0.0022421656,0.00022503981,0.00020003553,0.0000091388465,0.00004966851,0.000021846043],"genre_scores_gemma":[0.9990161,0.00013051632,0.0006763799,0.00007221931,0.000053985597,0.000016101836,0.0000014022663,0.000027183913,0.0000061194633],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99771637,0.000044457112,0.000799573,0.00041200468,0.00035965804,0.00066792837],"domain_scores_gemma":[0.99810135,0.000025031253,0.0010421639,0.0003608173,0.000396309,0.000074347496],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028422829,0.00032969916,0.00064199633,0.0005410987,0.00049320934,0.00017098535,0.00095278106,0.00020987361,0.000009670899],"category_scores_gemma":[0.00013174195,0.0002473658,0.0000535926,0.0007201621,0.0006655981,0.0003249254,0.00026516162,0.00044348228,3.4056046e-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":[0.000036285466,0.000049642247,0.00075388415,0.00008646139,0.00006653803,8.900455e-7,0.00021560196,0.000013862478,0.9888291,0.002606627,0.000030744184,0.007310403],"study_design_scores_gemma":[0.00071941764,0.00033546408,0.000044229448,0.00025429061,0.000086893066,0.000042302814,0.00040741783,0.00007197523,0.98959523,0.0060697673,0.00212574,0.00024725983],"about_ca_topic_score_codex":0.0000098843675,"about_ca_topic_score_gemma":0.0000017335932,"teacher_disagreement_score":0.010666007,"about_ca_system_score_codex":0.000089907124,"about_ca_system_score_gemma":0.00026458548,"threshold_uncertainty_score":0.99999785},"labels":[],"label_agreement":null},{"id":"W2030989861","doi":"10.1063/1.3685903","title":"Field-emission properties of individual GaN nanowires grown by chemical vapor deposition","year":2012,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":17,"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":"British Columbia Knowledge Development Fund; Bullitt Foundation; Semiconductor Research Corporation","keywords":"Nanowire; Chemical vapor deposition; Materials science; Field electron emission; Nanomaterials; Electric field; Nanotechnology; Wide-bandgap semiconductor; Optoelectronics; Electrode; Chemistry","score_opus":0.015660836416755797,"score_gpt":0.2280509827439701,"score_spread":0.21239014632721429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030989861","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":[0.99817103,0.00010173853,0.0002817926,0.000017956523,0.00017167591,0.00008227201,0.000019310974,0.000004875239,0.0011493186],"genre_scores_gemma":[0.9986382,0.0000027893527,0.00025730886,0.000051433428,0.0010007339,0.0000039371957,0.000019751425,0.0000146337425,0.000011197473],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991173,0.000015878873,0.00037436318,0.000071875125,0.00023481529,0.00018575914],"domain_scores_gemma":[0.99922967,0.000025482213,0.00047610514,0.0000961624,0.000070628455,0.00010195712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014361792,0.00012993265,0.00027468582,0.000020645326,0.00003902295,0.000030039393,0.0001592375,0.00004988824,0.00006823686],"category_scores_gemma":[0.0000020139064,0.000095936964,0.000106238156,0.000057829006,0.000027149854,0.00019531924,0.000029717967,0.0001413464,0.0000030052556],"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":[0.00010153348,0.0002750938,0.0005165216,0.000040217543,0.000078810095,1.2609574e-7,0.0006052636,0.000014775512,0.9914354,0.0006080596,0.0030271655,0.003297019],"study_design_scores_gemma":[0.00038994872,0.00005706138,0.000040617506,0.000066619876,0.000071200266,0.0000014952302,0.0003094166,0.000011729143,0.997568,0.0010473413,0.00032806714,0.00010848712],"about_ca_topic_score_codex":0.000018672934,"about_ca_topic_score_gemma":1.792972e-8,"teacher_disagreement_score":0.0061326018,"about_ca_system_score_codex":0.000011202396,"about_ca_system_score_gemma":0.000039174676,"threshold_uncertainty_score":0.39121962},"labels":[],"label_agreement":null},{"id":"W2032595805","doi":"10.1142/s0217984907012633","title":"INFLUENCE OF ELECTRIC FIELD ON THE BINDING ENERGY OF HYDROGENIC IMPURITY WITH SPATIALLY DEPENDENT MASS IN NITRIDE PARABOLIC QUANTUM WELLS","year":2007,"lang":"en","type":"article","venue":"Modern Physics Letters B","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McGill University; National Science Foundation","keywords":"Electric field; Ground state; Impurity; Binding energy; Quantum well; Effective mass (spring–mass system); Physics; Atomic physics; Condensed matter physics; Quantum dot; Materials science; Quantum mechanics","score_opus":0.008133836744041875,"score_gpt":0.21329479369273208,"score_spread":0.2051609569486902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032595805","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":[0.9900622,0.000013765696,0.009492805,0.00012261485,0.000032135766,0.00014604192,0.000014436333,0.000007299794,0.0001087423],"genre_scores_gemma":[0.9994185,0.0000033741817,0.000028621866,0.00042083985,0.0000876623,0.000010739221,0.0000073141086,0.00001940261,0.0000035536546],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988389,0.00005779035,0.00033649424,0.00021579537,0.00023952685,0.00031147976],"domain_scores_gemma":[0.99912703,0.00019992107,0.0002955334,0.00030321704,0.000037373047,0.000036934234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022739565,0.00017935148,0.00028560936,0.000076365905,0.000039142626,0.00001628355,0.0002507295,0.000033666704,0.000011737318],"category_scores_gemma":[0.0000025655695,0.00013326382,0.00007983687,0.00022090344,0.00002703575,0.000083494495,0.0000254129,0.00015032897,0.000002556735],"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":[0.00007345235,0.00009051906,0.023983054,0.000017751168,0.000054207027,0.0000022792549,0.00016548109,0.010554352,0.956995,0.0071987007,0.0000066526854,0.000858564],"study_design_scores_gemma":[0.00036199013,0.00008459315,0.0017039154,0.000055375964,0.00002160215,2.4871267e-7,0.000022028298,0.000832289,0.9923237,0.004436589,0.000007718369,0.00014994641],"about_ca_topic_score_codex":0.0025716173,"about_ca_topic_score_gemma":0.000029233122,"teacher_disagreement_score":0.035328716,"about_ca_system_score_codex":0.000022307702,"about_ca_system_score_gemma":0.000043587137,"threshold_uncertainty_score":0.5434341},"labels":[],"label_agreement":null},{"id":"W2032848062","doi":"10.1117/12.2004498","title":"Molecular beam epitaxial growth and characterization of InGaN/GaN dot-in-a-wire nanoscale heterostructures: toward ultrahigh efficiency phosphor-free white light emitting diodes","year":2013,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":4,"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":"Materials science; Light-emitting diode; Optoelectronics; Quantum dot; Indium gallium nitride; Phosphor; Heterojunction; Molecular beam epitaxy; Solid-state lighting; Diode; Nanowire; Quantum efficiency; Wide-bandgap semiconductor; Gallium nitride; Epitaxy; Nanotechnology; Layer (electronics)","score_opus":0.00471232605395677,"score_gpt":0.1922338197610953,"score_spread":0.18752149370713853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032848062","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":[0.9981013,0.000038987677,0.00003507171,0.0006230195,0.00020007366,0.00055751635,0.00011393081,0.000027096274,0.0003030338],"genre_scores_gemma":[0.9940957,0.000017891298,0.0054526497,0.000039841012,0.00021793142,0.00009137089,0.00002639218,0.000043014978,0.000015249026],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981791,4.4469637e-8,0.0007182737,0.0003631802,0.00039165077,0.00034776036],"domain_scores_gemma":[0.9985963,0.000047910697,0.0004828581,0.00006421263,0.0007111145,0.00009756872],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023879176,0.0003061043,0.00045933286,0.000087799395,0.00005942211,0.0001385805,0.00062995934,0.00012998711,0.000023232722],"category_scores_gemma":[0.000116366704,0.00025672198,0.00031199583,0.00021308367,0.0001425721,0.0005342807,0.00013490197,0.00019453843,4.0255333e-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":[0.000026088874,0.00007858355,0.007594009,0.00050380133,0.00013908205,4.07204e-8,0.00066654076,0.000019418836,0.94467986,0.04612327,0.00004708771,0.0001222374],"study_design_scores_gemma":[0.00079978775,0.00013694352,0.0059522954,0.00031040903,0.00006450416,0.0000019783263,0.0009728874,0.0013194956,0.9888207,0.0013130854,0.000045030425,0.000262882],"about_ca_topic_score_codex":0.00006334473,"about_ca_topic_score_gemma":6.3550104e-8,"teacher_disagreement_score":0.044810187,"about_ca_system_score_codex":0.00003687719,"about_ca_system_score_gemma":0.000020909409,"threshold_uncertainty_score":0.9999885},"labels":[],"label_agreement":null},{"id":"W2032978580","doi":"10.1109/sum.2014.26","title":"Color Tunable Phosphor-Free InGaN/GaN/AlGaN Core-Shell Nanowire Light-Emitting Diodes on Silicon","year":2014,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Phosphor; Optoelectronics; Light-emitting diode; Materials science; Diode; Nanowire; Core (optical fiber); Silicon; Wide-bandgap semiconductor","score_opus":0.013746707510918846,"score_gpt":0.23234881054173157,"score_spread":0.21860210303081273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032978580","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":[0.931697,0.00003127065,0.00007739484,0.0002155472,0.00061005494,0.00029453228,0.000045664725,0.00012687927,0.06690167],"genre_scores_gemma":[0.9931775,0.0000020414798,0.00034981387,0.0006207462,0.0006674284,0.000041014686,0.000069665766,0.00005714502,0.0050146985],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981791,0.00006108392,0.000439936,0.00051978795,0.00022719278,0.0005729015],"domain_scores_gemma":[0.99861467,0.00016385807,0.0002173553,0.0007257786,0.00009156159,0.00018680433],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037397808,0.000360947,0.0004666676,0.000063803265,0.00027331017,0.00019216286,0.00048176758,0.000097748925,0.0019588391],"category_scores_gemma":[0.000040871855,0.00029554366,0.00016212217,0.00014178341,0.000045275676,0.00017295759,0.00011617386,0.0001699261,0.00041370429],"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":[0.00005960092,0.00022982841,0.014519061,0.00007040655,0.00009027263,0.000002183445,0.00037730465,0.000066277884,0.92430764,0.043330234,0.013510935,0.0034362732],"study_design_scores_gemma":[0.0010204763,0.00021898198,0.00053821097,0.00009771879,0.000044067656,6.92808e-7,0.0005078661,0.0005448599,0.9309499,0.0030609893,0.062559396,0.0004568062],"about_ca_topic_score_codex":0.00097057346,"about_ca_topic_score_gemma":0.000025966518,"teacher_disagreement_score":0.06188697,"about_ca_system_score_codex":0.000035547397,"about_ca_system_score_gemma":0.000050294584,"threshold_uncertainty_score":0.9999497},"labels":[],"label_agreement":null},{"id":"W2033344330","doi":"10.1116/1.1472428","title":"Microstructural analysis of Ti/Al/Ti/Au ohmic contacts to <i>n</i>-AlGaN/GaN","year":2002,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ohmic contact; Materials science; Annealing (glass); Heterojunction; Microstructure; Contact resistance; Transmission electron microscopy; Optoelectronics; Semiconductor; Composite material; Layer (electronics); Nanotechnology","score_opus":0.011380893899951828,"score_gpt":0.2514726081054777,"score_spread":0.24009171420552589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033344330","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":[0.9971772,0.00042071586,0.000108161265,0.0013649154,0.0004609757,0.00016471602,0.00009470332,0.000021429703,0.00018717152],"genre_scores_gemma":[0.99827534,0.000046481146,0.0013552149,0.00015988047,0.000044382126,0.0000030261388,0.0000028806053,0.000013883146,0.00009888508],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977677,0.00003443078,0.0008295228,0.0003985233,0.00037802337,0.00059179147],"domain_scores_gemma":[0.9980926,0.000060632156,0.0008296183,0.00038396593,0.00037917317,0.00025404425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066149427,0.00028203643,0.0008904819,0.0015198421,0.00028334107,0.00012070267,0.0008371222,0.00012057845,0.0005570342],"category_scores_gemma":[0.000024428711,0.00021620905,0.00022760873,0.0028860408,0.0005779077,0.00044945226,0.00015984813,0.00030345246,0.000009683227],"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":[0.000023173925,0.00007036646,0.0723243,0.000009931223,0.0002863247,0.0000066464067,0.00053133996,0.00011347322,0.9243732,0.0006855213,0.00035123376,0.001224507],"study_design_scores_gemma":[0.0016240161,0.0013551435,0.05865088,0.00015234554,0.0011630637,0.0000875446,0.0043119127,0.0019000031,0.92358255,0.0014461331,0.004952911,0.0007734856],"about_ca_topic_score_codex":0.00019889769,"about_ca_topic_score_gemma":0.000020049936,"teacher_disagreement_score":0.013673416,"about_ca_system_score_codex":0.00004345052,"about_ca_system_score_gemma":0.00012680805,"threshold_uncertainty_score":0.88167495},"labels":[],"label_agreement":null},{"id":"W2033715547","doi":"10.1063/1.4881558","title":"Optical properties of strain-free AlN nanowires grown by molecular beam epitaxy on Si substrates","year":2014,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":53,"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":"U.S. Department of Energy","keywords":"Molecular beam epitaxy; Photoluminescence; Nanowire; Materials science; Phonon; Raman scattering; Exciton; Optoelectronics; Raman spectroscopy; Epitaxy; Strain (injury); Wide-bandgap semiconductor; Nanotechnology; Condensed matter physics; Optics","score_opus":0.0094173814288678,"score_gpt":0.19504232565346122,"score_spread":0.1856249442245934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033715547","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":[0.9953152,0.0000137015995,0.00074125256,0.00041662785,0.000104755534,0.00027183077,0.00012925494,0.000037147474,0.0029702107],"genre_scores_gemma":[0.9982521,5.295786e-7,0.00018717778,0.0010382042,0.00028946687,0.00006092457,0.000110366665,0.00004726559,0.000013970698],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986801,0.000030941574,0.00030632818,0.0003570695,0.00025761372,0.00036793557],"domain_scores_gemma":[0.9991474,0.000055867757,0.00016460988,0.00050998107,0.000032765947,0.00008936581],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010903351,0.0002968609,0.00037596887,0.000025041623,0.00006953,0.000067568784,0.0003500624,0.00004663636,0.000052614345],"category_scores_gemma":[0.000003061573,0.00025749297,0.00012660907,0.000081293496,0.00016993778,0.00007795455,0.000060448558,0.00013941598,0.000036659054],"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":[0.000024356239,0.00013438224,0.000085338484,0.00004744879,0.00008806948,3.5062595e-7,0.000112075984,0.0003398244,0.92011726,0.07617174,0.0014262403,0.0014528864],"study_design_scores_gemma":[0.0005750296,0.000053249805,0.000068182424,0.000036359364,0.000044960932,1.0448941e-7,0.000094275114,0.000013729245,0.99448526,0.0038538533,0.00047945927,0.00029555216],"about_ca_topic_score_codex":0.000097096796,"about_ca_topic_score_gemma":4.3185207e-7,"teacher_disagreement_score":0.074367955,"about_ca_system_score_codex":0.000011855475,"about_ca_system_score_gemma":0.00001966561,"threshold_uncertainty_score":0.9999877},"labels":[],"label_agreement":null},{"id":"W2034522069","doi":"10.1016/s0022-0248(99)00634-x","title":"Determination of tilt in the lateral epitaxial overgrowth of GaN using X-ray diffraction","year":2000,"lang":"en","type":"article","venue":"Journal of Crystal Growth","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":94,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Office of Naval Research; Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Tilt (camera); Diffraction; Materials science; Epitaxy; Optics; Scanning electron microscope; Aspect ratio (aeronautics); Condensed matter physics; Crystallography; Layer (electronics); Optoelectronics; Chemistry; Geometry; Physics; Nanotechnology; Composite material; Mathematics","score_opus":0.01312355467278992,"score_gpt":0.25338322826564813,"score_spread":0.24025967359285821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034522069","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":[0.9987818,0.000015290183,0.00025423698,0.000030440064,0.00013266907,0.00006811649,0.000016054666,0.0000011111895,0.00070030347],"genre_scores_gemma":[0.9994006,0.000004390777,0.00027411687,0.000014012414,0.00027838003,5.5442655e-7,0.00000326469,0.000007782673,0.000016907945],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99899936,0.000099219535,0.0005174138,0.00006048648,0.00021325702,0.00011027063],"domain_scores_gemma":[0.999214,0.000052002553,0.00053792575,0.000075269796,0.000094999064,0.000025783354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031617883,0.00008758832,0.00023717848,0.00009392692,0.000024376002,0.000023177643,0.00013331912,0.000031409665,0.00035203417],"category_scores_gemma":[0.000005768493,0.00006101378,0.000119272736,0.00009450759,0.000031346,0.00032371486,0.000006072367,0.000108670065,5.845764e-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":[0.00027423637,0.0003128087,0.03295768,0.00008076605,0.000039435858,0.0000073109118,0.0014487476,0.00024636893,0.9606705,0.0006545689,0.00002867461,0.0032789223],"study_design_scores_gemma":[0.0068466887,0.0018818048,0.6088069,0.0009403207,0.0004367094,0.000109768676,0.0026076061,0.002517401,0.34609494,0.027815888,0.0012434495,0.00069852115],"about_ca_topic_score_codex":0.00025888122,"about_ca_topic_score_gemma":0.0000031997513,"teacher_disagreement_score":0.61457556,"about_ca_system_score_codex":0.000018352559,"about_ca_system_score_gemma":0.00004155163,"threshold_uncertainty_score":0.38545275},"labels":[],"label_agreement":null},{"id":"W2035328188","doi":"10.1063/1.3485602","title":"Influence of electromechanical effects and wetting layers on band structures of AlN/GaN quantum dots and spin control","year":2010,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Quantum dot; Magnetic field; Materials science; Optoelectronics; Condensed matter physics; Band gap; Photonics; Spin (aerodynamics); Quantum well; Physics; Optics; Laser","score_opus":0.0039435669091677636,"score_gpt":0.22807371635497412,"score_spread":0.22413014944580636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035328188","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":[0.99948275,0.000017360435,0.00015688514,0.000011106475,0.000083302795,0.00013293096,0.000015763262,0.0000023902735,0.000097490105],"genre_scores_gemma":[0.99950725,0.0000035499645,0.00017142219,0.000044054043,0.00025747024,0.0000016402478,0.0000012805334,0.000012812423,5.4246664e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99920416,0.000019929075,0.00035237925,0.000113947106,0.00016116942,0.00014841015],"domain_scores_gemma":[0.99894047,0.00015640118,0.0006326864,0.00010929,0.000080525104,0.00008064033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018165621,0.00014165725,0.00043621435,0.000037217713,0.000036219462,0.000023243225,0.00010036176,0.00004731669,0.00000794134],"category_scores_gemma":[0.0000076272127,0.0001107093,0.00005933307,0.000053469248,0.000065882734,0.00007399409,0.0000130012795,0.00026677345,2.430974e-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":[0.0001420037,0.000046232504,0.0009997004,0.0000894054,0.00008657001,6.055544e-7,0.00011810955,0.0006791951,0.9544459,0.042196505,0.000008145659,0.0011876103],"study_design_scores_gemma":[0.0014421289,0.0002984645,0.0053254315,0.000059179132,0.000083900544,0.0000020884156,0.00005278252,0.00018327426,0.9576444,0.034777164,0.000025865374,0.00010528738],"about_ca_topic_score_codex":0.00001890617,"about_ca_topic_score_gemma":4.4708534e-7,"teacher_disagreement_score":0.0074193412,"about_ca_system_score_codex":0.0000037679185,"about_ca_system_score_gemma":0.00004002996,"threshold_uncertainty_score":0.4514594},"labels":[],"label_agreement":null},{"id":"W2035399737","doi":"10.1002/pssc.200303521","title":"Indium‐free violet LEDs grown by HVPE","year":2003,"lang":"en","type":"article","venue":"Physica status solidi. C, Conferences and critical reviews/Physica status solidi. C, Current topics in solid state physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cegep de Sainte Foy","funders":"","keywords":"Light-emitting diode; Optoelectronics; Epitaxy; Materials science; Indium; Heterojunction; Brightness; Diode; Hydride; Layer (electronics); Optics; Nanotechnology; Metallurgy; Physics","score_opus":0.04090408451649297,"score_gpt":0.3392804567205298,"score_spread":0.29837637220403684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035399737","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":[0.850834,0.043490823,0.021736238,0.002512282,0.00879591,0.008924082,0.015253741,0.00075590337,0.047697008],"genre_scores_gemma":[0.9801847,0.016144916,0.00046645306,0.0002926691,0.001247919,0.00055859226,0.00076764415,0.00016056807,0.00017655002],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9903932,0.000978355,0.0021287708,0.0020245828,0.0010255026,0.0034495452],"domain_scores_gemma":[0.99510866,0.0006900493,0.0007662614,0.001578795,0.0005391427,0.0013171029],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0006146077,0.0017382647,0.0029392275,0.00017328346,0.0006232776,0.00083218754,0.0009979693,0.00019507493,0.00051584654],"category_scores_gemma":[0.0002597226,0.0015829146,0.00071401725,0.00089511793,0.00096028653,0.0011433656,0.0005122907,0.0015125888,0.00015558887],"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":[0.0001455999,0.004836685,0.00943067,0.0024704852,0.00041655303,0.000016690903,0.0047068046,0.00005370697,0.0115625365,0.80077696,0.01775407,0.14782925],"study_design_scores_gemma":[0.003983945,0.0006974343,0.0007337499,0.001488841,0.00057496765,0.0000030505769,0.0016502094,0.0010175215,0.025035162,0.4622199,0.49889988,0.0036953478],"about_ca_topic_score_codex":0.0005870499,"about_ca_topic_score_gemma":0.00004415317,"teacher_disagreement_score":0.4811458,"about_ca_system_score_codex":0.00018227047,"about_ca_system_score_gemma":0.0008080281,"threshold_uncertainty_score":0.99953634},"labels":[],"label_agreement":null},{"id":"W2036438812","doi":"10.1063/1.2357881","title":"Carrier recombination near threading dislocations in GaN epilayers by low voltage cathodoluminescence","year":2006,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Cathodoluminescence; Sapphire; Materials science; Exciton; Dislocation; Optoelectronics; Wide-bandgap semiconductor; Recombination; Metalorganic vapour phase epitaxy; Diffusion; Condensed matter physics; Epitaxy; Optics; Luminescence; Nanotechnology; Chemistry; Physics; Laser","score_opus":0.00932844140909645,"score_gpt":0.22254795489165713,"score_spread":0.21321951348256069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036438812","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":[0.9886305,0.000006968135,0.008633969,0.00023928686,0.00019063319,0.00031068493,0.000097876706,0.000037970713,0.0018521476],"genre_scores_gemma":[0.9982818,4.8716635e-7,0.00020087919,0.0003731754,0.00028199455,0.000107014486,0.0006521937,0.000036627298,0.000065868895],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99887633,0.000025979589,0.00027889706,0.0003436717,0.0001406215,0.0003344741],"domain_scores_gemma":[0.9994569,0.000057606907,0.00015066427,0.00026189044,0.00002367919,0.000049286544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011974159,0.00021092298,0.00022513916,0.00003320482,0.00014034774,0.00012231655,0.00017385936,0.00003498716,0.00006198277],"category_scores_gemma":[0.0000011418081,0.00023237133,0.00006015188,0.00024579494,0.0000727625,0.00017450532,0.000020838299,0.00013352006,0.00003705221],"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":[0.000005913313,0.00010388607,0.007822121,0.000017659517,0.000011245222,4.804875e-7,0.00026530662,0.001395484,0.973042,0.012575853,0.003830492,0.00092955236],"study_design_scores_gemma":[0.0017320178,0.000022043132,0.0062546334,0.00008304926,0.00006704021,2.7031777e-7,0.0005177312,0.00078130566,0.97744864,0.008816592,0.003183924,0.0010927784],"about_ca_topic_score_codex":0.0022190674,"about_ca_topic_score_gemma":0.000017976121,"teacher_disagreement_score":0.009651297,"about_ca_system_score_codex":0.00005901172,"about_ca_system_score_gemma":0.000028719249,"threshold_uncertainty_score":0.9475828},"labels":[],"label_agreement":null},{"id":"W2039196837","doi":"10.1364/cleo_qels.2013.jth2a.57","title":"Enhanced Terahertz Generation from InGaN/GaN Dot-in-a-Wire Light Emitting Diodes","year":2013,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"","keywords":"Terahertz radiation; Citation; Optoelectronics; Light-emitting diode; Diode; Physics; Computer science; World Wide Web","score_opus":0.012586034009834636,"score_gpt":0.22874737371908752,"score_spread":0.2161613397092529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039196837","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":[0.9925824,0.000025225832,0.000642986,0.00022249439,0.00033541914,0.00021058814,0.000015072052,0.000035566503,0.0059302924],"genre_scores_gemma":[0.99702966,9.629043e-7,0.00087561534,0.00018619827,0.0009111126,0.000062524414,0.00015376844,0.000019307809,0.00076087145],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99906766,0.00003833763,0.00029935793,0.00027157692,0.00008667157,0.00023640771],"domain_scores_gemma":[0.99957246,0.000027621514,0.000096330645,0.00019778022,0.00004399784,0.0000617847],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000068691756,0.00015938288,0.00020328867,0.000035291847,0.00007170814,0.00019413147,0.00011600252,0.00004550331,0.0048197983],"category_scores_gemma":[0.0000032991722,0.00013067697,0.00005441514,0.00006460584,0.000009556522,0.00031685506,0.000025496676,0.0000757404,0.0002590584],"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":[0.000001258974,0.000032111988,0.007783459,0.0000030865751,0.000016857242,2.5094832e-7,0.00038714032,0.000010530577,0.98263645,0.00089063763,0.0006793094,0.007558929],"study_design_scores_gemma":[0.00033170625,0.000012233023,0.0030784493,0.000027855438,0.000008357477,5.252025e-8,0.0003891522,0.0005125534,0.99213815,0.0009731014,0.0023297747,0.00019860489],"about_ca_topic_score_codex":0.0065128454,"about_ca_topic_score_gemma":0.00009821961,"teacher_disagreement_score":0.009501731,"about_ca_system_score_codex":0.000016524187,"about_ca_system_score_gemma":0.000019272473,"threshold_uncertainty_score":0.99608994},"labels":[],"label_agreement":null},{"id":"W2039213015","doi":"10.1016/j.mseb.2004.02.006","title":"Nitride-based Schottky diodes and HFETs fabricated by photo-enhanced chemical wet etching","year":2004,"lang":"en","type":"article","venue":"Materials Science and Engineering B","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Institute for Microstructural Sciences","funders":"","keywords":"Materials science; Heterojunction; Optoelectronics; Dry etching; Etching (microfabrication); Schottky diode; Nitride; Epitaxy; Diode; Isotropic etching; Schottky barrier; Nanotechnology; Layer (electronics)","score_opus":0.006367655172507022,"score_gpt":0.20837632534388725,"score_spread":0.20200867017138024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039213015","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":[0.99776155,0.000047009395,0.0015208154,0.00007161774,0.00025203192,0.0001333967,0.00008217823,0.000073484014,0.00005793218],"genre_scores_gemma":[0.9989621,0.0000034231086,0.00080274185,0.00007146071,0.00009325661,0.000022648368,0.000020761652,0.00001720803,0.000006412506],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988814,0.000008109151,0.00021144385,0.00034702677,0.00018552384,0.0003664752],"domain_scores_gemma":[0.9995545,0.00002820491,0.00006060365,0.00015139522,0.00005291163,0.00015239409],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034427329,0.00019060953,0.00024071876,0.00007745448,0.00014178017,0.00041519915,0.00016652902,0.000038103346,0.00010971906],"category_scores_gemma":[0.000032353943,0.0001701675,0.000017760542,0.00018245238,0.00013168876,0.0002986485,0.000058430916,0.000062398234,0.000007604948],"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":[0.0000064878545,0.0000163082,0.00006110591,0.000035098223,0.0000051518796,5.4330707e-7,0.00008828928,0.00019542153,0.99919254,0.00022899777,0.000016691321,0.00015335732],"study_design_scores_gemma":[0.00049949944,0.000019408082,0.0002560763,0.000070097056,0.000010355372,0.0000012692134,0.000048023878,0.00013644494,0.99840295,0.00016621425,0.00017315567,0.00021651278],"about_ca_topic_score_codex":0.00027222873,"about_ca_topic_score_gemma":1.7929175e-7,"teacher_disagreement_score":0.0012005528,"about_ca_system_score_codex":0.000030905445,"about_ca_system_score_gemma":0.00006897581,"threshold_uncertainty_score":0.69392294},"labels":[],"label_agreement":null},{"id":"W2039717835","doi":"10.1088/0957-4484/20/34/345203","title":"Molecular beam epitaxial growth and characterization of non-tapered InN nanowires on Si(111)","year":2009,"lang":"en","type":"article","venue":"Nanotechnology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":81,"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":"University of Michigan","keywords":"Materials science; Nanowire; Molecular beam epitaxy; Epitaxy; Characterization (materials science); Stacking; Optoelectronics; Stacking fault; Homogeneous; Spectroscopy; Range (aeronautics); Layer (electronics); Crystallography; Nanotechnology; Dislocation; Nuclear magnetic resonance; Composite material","score_opus":0.005173490717023066,"score_gpt":0.21568244692831093,"score_spread":0.21050895621128787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039717835","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":[0.99805903,0.000014320328,0.00031530112,0.0009759168,0.00013365521,0.00017669142,0.000046808113,0.000045858604,0.00023241721],"genre_scores_gemma":[0.99937886,0.000009289563,0.00009303963,0.00037920373,0.00004788168,0.00001009207,0.0000577047,0.000012071864,0.000011840101],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99927056,0.000017473765,0.00021973034,0.00023008318,0.000075787764,0.00018638527],"domain_scores_gemma":[0.999566,0.00001533757,0.00014903734,0.00020032204,0.000040057646,0.000029256295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000046506197,0.00014229781,0.00025600573,0.00012451186,0.000041847412,0.000014683433,0.00013021745,0.00013559025,0.000049075836],"category_scores_gemma":[0.00000916768,0.00013340081,0.00004196364,0.00012381704,0.00006378701,0.000060965045,0.000028482647,0.00009625946,0.0000073512592],"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":[0.000026400998,0.00007037168,0.0005353933,0.000009500122,0.000016144852,0.0000016809663,0.00003794285,9.807857e-7,0.9780598,0.011847545,0.00000998206,0.009384208],"study_design_scores_gemma":[0.0003726535,0.00035327286,0.0018854669,0.000030570798,0.000014275423,9.092025e-7,0.000021780477,0.00001717992,0.9939815,0.0026783498,0.0005170934,0.0001269888],"about_ca_topic_score_codex":0.00004432603,"about_ca_topic_score_gemma":3.4447223e-7,"teacher_disagreement_score":0.01592161,"about_ca_system_score_codex":0.000006204122,"about_ca_system_score_gemma":0.000020644426,"threshold_uncertainty_score":0.5439927},"labels":[],"label_agreement":null},{"id":"W2040086956","doi":"10.1116/1.1688361","title":"Empirical tight-binding calculations of the electronic structure of dilute III–V–N semiconductor alloys","year":2004,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Université de Montréal; Polytechnique Montréal; Regroupement Québécois sur les Matériaux de Pointe","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Brillouin zone; Tight binding; Electronic structure; Parametrization (atmospheric modeling); Heterojunction; Semiconductor; Materials science; Nitride; Electronic band structure; Range (aeronautics); Band gap; Condensed matter physics; Computational chemistry; Chemistry; Nanotechnology; Optoelectronics; Physics; Quantum mechanics; Composite material","score_opus":0.010750384612556506,"score_gpt":0.26605430717064565,"score_spread":0.25530392255808915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040086956","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":[0.99769795,0.000322712,0.00013151132,0.0012500209,0.000350224,0.00014684921,0.000060575218,0.00001086249,0.000029267885],"genre_scores_gemma":[0.99907196,0.000033181917,0.00078244775,0.0000268271,0.000040029816,0.0000010887254,0.0000014333978,0.000010569908,0.00003248974],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983181,0.000028854154,0.0006604226,0.00023831528,0.00034127964,0.00041306307],"domain_scores_gemma":[0.9983795,0.000040492574,0.00091261556,0.0003047191,0.00027842884,0.00008420672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003918315,0.00019257053,0.000476666,0.00036907528,0.0002607056,0.000038381047,0.00074491656,0.00013490852,0.00012262365],"category_scores_gemma":[0.00001576843,0.00012061027,0.00014798142,0.0011005922,0.0008114018,0.0003451509,0.00017170423,0.00041980253,6.458962e-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":[0.000010533091,0.00005458741,0.040344127,0.0000119987435,0.000056521396,7.393628e-7,0.00030924412,0.00027738028,0.95076513,0.008066686,0.0000612571,0.00004176709],"study_design_scores_gemma":[0.0009512179,0.00025287745,0.009438831,0.000119270335,0.00010437046,0.000049469953,0.0012637633,0.00007137098,0.9706255,0.016457958,0.0004866171,0.00017872936],"about_ca_topic_score_codex":0.00006618648,"about_ca_topic_score_gemma":0.000011183139,"teacher_disagreement_score":0.030905293,"about_ca_system_score_codex":0.000047059086,"about_ca_system_score_gemma":0.0005872939,"threshold_uncertainty_score":0.4918344},"labels":[],"label_agreement":null},{"id":"W2040195258","doi":"10.4028/www.scientific.net/amm.481.146","title":"GaN MSM UV Sensor Using Multi-Layer Graphene Schottky Electrodes","year":2013,"lang":"en","type":"article","venue":"Applied Mechanics and Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Graphene; Materials science; Electrode; Schottky diode; Optoelectronics; Schottky barrier; Layer (electronics); Semiconductor; Dark current; Current density; Metal; Nanotechnology; Photodetector; Chemistry; Metallurgy","score_opus":0.02253369556256415,"score_gpt":0.24457346836900026,"score_spread":0.2220397728064361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040195258","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":[0.9816295,0.000039343886,0.016713507,0.000031881562,0.00046957424,0.0006927159,0.000103579645,0.00006526784,0.0002546379],"genre_scores_gemma":[0.9872259,0.000020959102,0.011858329,0.00019713776,0.0003599104,0.00012328613,0.00007292639,0.00006122435,0.000080329],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984741,0.000042820197,0.00040998025,0.00043653927,0.00012727878,0.00050927163],"domain_scores_gemma":[0.9992315,0.000023037066,0.00021285146,0.0003001047,0.00007157812,0.0001609068],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023217004,0.0003296326,0.0004700376,0.00007656399,0.00018875232,0.00035510203,0.00014597422,0.00010091161,0.0020121946],"category_scores_gemma":[0.0000024775866,0.0002884002,0.000057593934,0.00008549091,0.000018069606,0.0001569116,0.0000727401,0.00007649858,0.000108784225],"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":[0.00001325353,0.000045070406,0.000020478688,0.000033485143,0.000056027,4.3976348e-7,0.00005315287,0.0000022647569,0.8876541,0.111705646,0.000066199784,0.0003498416],"study_design_scores_gemma":[0.0007357664,0.0000282798,0.000076701595,0.000021658532,0.000068279616,0.0000023042687,0.00029118045,0.00010382271,0.9510304,0.046746947,0.000520556,0.00037411792],"about_ca_topic_score_codex":0.0009236259,"about_ca_topic_score_gemma":0.0000029852915,"teacher_disagreement_score":0.0649587,"about_ca_system_score_codex":0.000013365514,"about_ca_system_score_gemma":0.000031498934,"threshold_uncertainty_score":0.9999568},"labels":[],"label_agreement":null},{"id":"W2040464449","doi":"10.1007/s10854-014-2226-2","title":"Steady-state and transient electron transport within the wide energy gap compound semiconductors gallium nitride and zinc oxide: an updated and critical review","year":2014,"lang":"en","type":"article","venue":"Journal of Materials Science Materials in Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":39,"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, Okanagan Campus; University of British Columbia","funders":"","keywords":"Gallium nitride; Wurtzite crystal structure; Wide-bandgap semiconductor; Materials science; Semiconductor; Band gap; Nitride; Gallium; Nanotechnology; Optoelectronics; Zinc; Metallurgy","score_opus":0.014174754909664758,"score_gpt":0.2644721990557599,"score_spread":0.25029744414609517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040464449","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":[0.9967892,0.0017582297,0.00006806256,0.00048452523,0.00053077546,0.00026727896,0.000061469225,0.000011032162,0.000029436422],"genre_scores_gemma":[0.99769145,0.0013357834,0.00021773943,0.0005010336,0.00017394898,0.000011587897,0.000023770053,0.000034535227,0.000010140395],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9964264,0.0005548636,0.0013652988,0.00047635456,0.000443806,0.00073327584],"domain_scores_gemma":[0.9983946,0.00013918872,0.0006787729,0.00029682225,0.0002290644,0.00026151614],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0053887824,0.00038562645,0.00096001325,0.00017507099,0.0002761399,0.00047419086,0.00046408462,0.00007107168,0.00013545465],"category_scores_gemma":[0.00006021253,0.0002689153,0.000043352284,0.00023137177,0.00068493164,0.0008543469,0.000059549126,0.0002073024,9.060962e-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":[0.00013213357,0.00006122777,0.00033973667,0.00018502572,0.000021491125,0.0000048812135,0.0002520595,0.000017421933,0.9927065,0.006147891,0.000036917707,0.000094708164],"study_design_scores_gemma":[0.0007374852,0.000557648,0.0011041692,0.00041319223,0.00013942624,0.00015972731,0.00019226634,0.000019561356,0.9885746,0.006713648,0.001024042,0.00036419134],"about_ca_topic_score_codex":0.00041214633,"about_ca_topic_score_gemma":0.000083646126,"teacher_disagreement_score":0.0053285696,"about_ca_system_score_codex":0.00007678681,"about_ca_system_score_gemma":0.0003794752,"threshold_uncertainty_score":0.9999763},"labels":[],"label_agreement":null},{"id":"W2042044408","doi":"10.1149/1.1393260","title":"Characterization of GaAs(110) Nitrided by an Electron-Cyclotron Resonance Plasma Source Using N[sub 2]","year":2000,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Institute for Microstructural Sciences","funders":"","keywords":"Electron cyclotron resonance; X-ray photoelectron spectroscopy; Silane; Analytical Chemistry (journal); Materials science; Silicon; Substrate (aquarium); Ellipsometry; Layer (electronics); Nitride; Silicon nitride; Plasma; Thin film; Chemistry; Optoelectronics; Nanotechnology; Nuclear magnetic resonance","score_opus":0.007029917968084953,"score_gpt":0.22333995731318862,"score_spread":0.21631003934510368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042044408","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":[0.9983793,0.00010024716,0.0011814233,0.00010673098,0.00007133808,0.00009928791,0.00002420208,0.0000075403063,0.000029969737],"genre_scores_gemma":[0.99864477,0.000047042202,0.0004552248,0.00012289894,0.0005320294,0.0000016345638,0.000024569035,0.000025480853,0.00014632831],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986883,0.000077584504,0.0004944669,0.0001479045,0.00026684895,0.00032490908],"domain_scores_gemma":[0.99901474,0.000032073873,0.0005738575,0.00017759507,0.000113892725,0.000087863045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021598628,0.00016910708,0.0003279115,0.000011783421,0.00011072297,0.000037794474,0.00034283154,0.00008475951,0.00020134207],"category_scores_gemma":[0.000005501774,0.00012508674,0.00034940295,0.00016806413,0.000056692308,0.000203231,0.000019981178,0.00033027068,0.0000013519817],"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":[0.00009097454,0.00011807978,0.00067531265,0.000009867243,0.000065659,5.509353e-8,0.00015062073,0.000010389413,0.9977878,0.000013039933,0.0002377132,0.0008405425],"study_design_scores_gemma":[0.00051794335,0.00008850837,0.00018183482,0.00004278133,0.00007237387,0.00000767832,0.00003208358,0.0005781435,0.99403524,0.00024477497,0.004069391,0.00012925363],"about_ca_topic_score_codex":0.000023205237,"about_ca_topic_score_gemma":3.2159744e-7,"teacher_disagreement_score":0.0038316778,"about_ca_system_score_codex":0.00008321388,"about_ca_system_score_gemma":0.000106112806,"threshold_uncertainty_score":0.5100889},"labels":[],"label_agreement":null},{"id":"W2044669274","doi":"10.1016/j.jcrysgro.2011.04.034","title":"Effects of the inclination direction of vicinal m-plane sapphire substrates on the crystal quality of m-plane GaN film","year":2011,"lang":"en","type":"article","venue":"Journal of Crystal Growth","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Education, Science and Technology; National Research Foundation of Korea; National IT Industry Promotion Agency; Information Technology Research Centre; Ministry of Knowledge Economy","keywords":"Vicinal; Sapphire; Stacking fault; Stacking; Materials science; Crystal (programming language); Plane (geometry); Substrate (aquarium); Optics; Quality (philosophy); Surface (topology); Optoelectronics; Crystallography; Geometry; Dislocation; Composite material; Chemistry; Physics; Geology; Mathematics","score_opus":0.01901147564444145,"score_gpt":0.2454907431630082,"score_spread":0.22647926751856676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044669274","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":[0.99761426,0.00004060481,0.000052686653,0.000044380973,0.00030582907,0.00016527087,0.00006949584,0.000002833767,0.0017046259],"genre_scores_gemma":[0.99974,0.0000050669023,0.000031464824,0.000013162168,0.00016565244,0.0000018272475,0.0000065033664,0.0000099206145,0.00002640435],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984764,0.00025338924,0.0007286032,0.00008621567,0.00033379416,0.00012163647],"domain_scores_gemma":[0.99767303,0.0003046031,0.0015754137,0.00014039823,0.0002663209,0.00004023357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065530685,0.00013438072,0.00037720575,0.00006753687,0.0000559371,0.000011345802,0.00023213061,0.000047822847,0.00017730694],"category_scores_gemma":[0.00004506581,0.00007479498,0.00019524478,0.00011703485,0.00010077264,0.00012444714,0.000021923313,0.00016497643,5.5267157e-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":[0.00033740472,0.00031013292,0.024500027,0.00027302836,0.000122013225,9.691823e-7,0.00077719725,0.0000128792735,0.9688739,0.004562433,0.000091806614,0.00013821096],"study_design_scores_gemma":[0.0005424415,0.00038360865,0.16695097,0.00019733151,0.000075272554,0.0000037300679,0.0004539094,0.0000039510946,0.8284455,0.0028471726,0.000028946104,0.000067171975],"about_ca_topic_score_codex":0.0005009153,"about_ca_topic_score_gemma":0.000012300111,"teacher_disagreement_score":0.14245094,"about_ca_system_score_codex":0.000014283474,"about_ca_system_score_gemma":0.00006327446,"threshold_uncertainty_score":0.30500507},"labels":[],"label_agreement":null},{"id":"W2044878501","doi":"10.1088/0953-8984/22/49/495301","title":"Higher-order nonlinear electromechanical effects in wurtzite GaN/AlN quantum dots","year":2010,"lang":"en","type":"article","venue":"Journal of Physics Condensed Matter","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electrostriction; Quantum dot; Wurtzite crystal structure; Materials science; Nonlinear system; Condensed matter physics; Wetting layer; Quantum; Polarization (electrochemistry); Physics; Optoelectronics; Quantum mechanics; Piezoelectricity; Diffraction; Chemistry; Composite material","score_opus":0.007768450693024939,"score_gpt":0.24612573130614163,"score_spread":0.23835728061311667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044878501","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":[0.99628377,0.000017436358,0.00069903117,0.00047096066,0.0017977427,0.0001582436,0.000016490669,0.000009892876,0.00054641673],"genre_scores_gemma":[0.9960073,0.000001004267,0.00092887547,0.0007547142,0.0020105105,0.000006464006,0.0000127940475,0.000048750393,0.0002295508],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984124,0.00008475177,0.0005948606,0.00021651787,0.00027747022,0.00041401005],"domain_scores_gemma":[0.99872607,0.0001364615,0.00049304013,0.00027702015,0.00021908157,0.00014831446],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027664503,0.0002671111,0.0005491941,0.000100159,0.000046495534,0.000108553955,0.0002888568,0.000097927055,0.0019362171],"category_scores_gemma":[0.000007192803,0.00022472782,0.00021481026,0.0001874479,0.000047040183,0.00028361267,0.0000378797,0.00077322894,0.00022200812],"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":[0.000056350047,0.00025860983,0.0063540624,0.000045916146,0.00008915755,0.000021616785,0.00007151593,0.000013098077,0.98422456,0.0067094658,0.0017314662,0.00042415672],"study_design_scores_gemma":[0.0050389445,0.00039265712,0.007841032,0.00019587736,0.00018498933,0.000030834755,0.00006139575,0.00042641273,0.8953044,0.081339836,0.00842922,0.0007544084],"about_ca_topic_score_codex":0.00005387936,"about_ca_topic_score_gemma":0.000004803484,"teacher_disagreement_score":0.08892019,"about_ca_system_score_codex":0.000021121728,"about_ca_system_score_gemma":0.00011509698,"threshold_uncertainty_score":0.9989762},"labels":[],"label_agreement":null},{"id":"W2045717906","doi":"10.1002/pssc.201001040","title":"InGaN/GaN short‐period superlattices: synthesis, properties, applications","year":2011,"lang":"en","type":"article","venue":"Physica status solidi. C, Conferences and critical reviews/Physica status solidi. C, Current topics in solid state physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Impact","funders":"","keywords":"Materials science; Superlattice; Optoelectronics; High-resolution transmission electron microscopy; Light-emitting diode; Quantum efficiency; Transmission electron microscopy; Period (music); Nanotechnology; Physics","score_opus":0.10455600481989517,"score_gpt":0.3421071310096157,"score_spread":0.23755112618972052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045717906","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":[0.8559052,0.04023094,0.028205395,0.001450107,0.004824348,0.01499247,0.008270551,0.0010800303,0.045040965],"genre_scores_gemma":[0.9840715,0.011287085,0.00061736716,0.000122001846,0.0014058966,0.0019871227,0.00030631,0.00014207218,0.0000606737],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.992199,0.0005881054,0.001950117,0.0018104067,0.0007622565,0.002690137],"domain_scores_gemma":[0.9961618,0.00039672363,0.0004819027,0.0013103748,0.0005786501,0.0010705458],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00044296152,0.0014388283,0.0024639564,0.00016623139,0.0006638666,0.00062901975,0.0008967163,0.00015554394,0.00032820937],"category_scores_gemma":[0.00012242494,0.0012449153,0.00058543,0.0007410853,0.0010369443,0.0011466938,0.00042400314,0.0011461611,0.00014451372],"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":[0.00022844636,0.006660994,0.01398497,0.004408692,0.0005361449,0.000017126586,0.018729474,0.000040718143,0.011246765,0.4625081,0.00085228146,0.48078626],"study_design_scores_gemma":[0.003901807,0.0014392704,0.0058485633,0.0065577105,0.0025925082,0.000010538065,0.012202095,0.0070107407,0.086749695,0.39548832,0.46791115,0.0102876],"about_ca_topic_score_codex":0.0008091417,"about_ca_topic_score_gemma":0.00007396494,"teacher_disagreement_score":0.47049868,"about_ca_system_score_codex":0.00014719754,"about_ca_system_score_gemma":0.00075334567,"threshold_uncertainty_score":0.99983615},"labels":[],"label_agreement":null},{"id":"W2045750817","doi":"10.1117/12.2087050","title":"High efficiency AlGaN deep ultraviolet light emitting diodes on silicon","year":2015,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":4,"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":"Optoelectronics; Silicon; Materials science; Light-emitting diode; Diode; Ultraviolet; Wide-bandgap semiconductor; Computer science","score_opus":0.011297664960551306,"score_gpt":0.22729634656622227,"score_spread":0.21599868160567096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045750817","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":[0.9952007,0.000042061005,0.000025016438,0.0009489723,0.00045763596,0.00041556187,0.00007400092,0.000062133346,0.0027739392],"genre_scores_gemma":[0.986583,0.0000065255426,0.012131753,0.00009324098,0.000894553,0.000091216905,0.000023485003,0.000056628778,0.000119610006],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979019,2.2734982e-8,0.00066141377,0.0004102986,0.0005907075,0.0004356633],"domain_scores_gemma":[0.99808043,0.00010232766,0.00043507607,0.00007045684,0.001125507,0.00018620082],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000594631,0.00035189433,0.00045959157,0.0000772757,0.000087186825,0.00016026247,0.00079493166,0.00012584402,0.00003124512],"category_scores_gemma":[0.00018730346,0.0002800086,0.0004838931,0.00021086194,0.000114647635,0.00035777382,0.00010683802,0.00025612523,0.0000053520657],"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":[0.00005420415,0.0001577349,0.000802985,0.00013899681,0.0001871134,6.623002e-8,0.00027882843,0.00017767337,0.66701156,0.32990173,0.0010146722,0.0002744429],"study_design_scores_gemma":[0.0016619938,0.0004817648,0.0005368361,0.00037879767,0.00017250662,0.000004760561,0.0036413684,0.005116475,0.98115647,0.0036434075,0.0026792453,0.0005263613],"about_ca_topic_score_codex":0.000047289148,"about_ca_topic_score_gemma":7.8598866e-8,"teacher_disagreement_score":0.32625833,"about_ca_system_score_codex":0.00009350686,"about_ca_system_score_gemma":0.00003751341,"threshold_uncertainty_score":0.9999652},"labels":[],"label_agreement":null},{"id":"W2045841930","doi":"10.1109/ipcon.2012.6358676","title":"Ultrahigh-efficiency phosphor-free InGaN/GaN nanowire white light-emitting diodes on silicon","year":2012,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"","keywords":"Phosphor; Optoelectronics; Diode; Light-emitting diode; Materials science; Quantum efficiency; Voltage droop; Silicon; Nanowire; White light; Quantum dot; Gallium nitride; Wide-bandgap semiconductor; Physics; Nanotechnology; Layer (electronics); Voltage","score_opus":0.012071757196090561,"score_gpt":0.23525699636141206,"score_spread":0.22318523916532151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045841930","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":[0.94683635,0.000107935215,0.00013474806,0.00024279738,0.0009293707,0.00022294866,0.00004749694,0.000107688735,0.05137064],"genre_scores_gemma":[0.9963779,0.0000020814423,0.00021729869,0.0002686685,0.0010047794,0.000026166475,0.00004157743,0.000042644522,0.0020188713],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983199,0.00005311087,0.00037563525,0.00034237583,0.00022595213,0.0006830064],"domain_scores_gemma":[0.99891216,0.00007373601,0.00016785834,0.0005770697,0.000053725013,0.00021546429],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000316404,0.0003132478,0.00032240918,0.000065351574,0.00023458547,0.0001283123,0.00038463424,0.00007512964,0.0021854744],"category_scores_gemma":[0.000018374849,0.00024605822,0.00014603786,0.00016298941,0.000034551296,0.00030999945,0.00006859582,0.00015979364,0.00031051168],"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":[0.000029525525,0.0006223057,0.1339006,0.000054810356,0.00008860518,0.0000012817871,0.0023971715,0.000035751258,0.82252747,0.029981054,0.006481973,0.003879439],"study_design_scores_gemma":[0.0005807148,0.00008488775,0.0031615773,0.000071571994,0.00003920586,9.827195e-7,0.0012666567,0.00003320189,0.97721,0.00032020637,0.01678136,0.0004496234],"about_ca_topic_score_codex":0.00026855327,"about_ca_topic_score_gemma":0.000004375009,"teacher_disagreement_score":0.15468252,"about_ca_system_score_codex":0.000027138392,"about_ca_system_score_gemma":0.00003299112,"threshold_uncertainty_score":0.99999917},"labels":[],"label_agreement":null},{"id":"W2047389826","doi":"10.1063/1.4773835","title":"Dislocation line charge screening within n-type gallium nitride","year":2013,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":5,"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, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"Dislocation; Ionization; Space charge; Charge (physics); Atomic physics; Gallium nitride; Physics; RADIUS; Formalism (music); Impurity; Condensed matter physics; Chemistry; Materials science; Molecular physics; Ion; Quantum mechanics; Nanotechnology; Electron","score_opus":0.01925828949545998,"score_gpt":0.24425131427847435,"score_spread":0.22499302478301436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047389826","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":[0.99242395,0.000018572342,0.004790769,0.00003898623,0.0004253133,0.0001728903,0.000008332647,0.000011335254,0.002109878],"genre_scores_gemma":[0.9955011,0.0000031170057,0.0019917681,0.00012413331,0.0022082967,0.0000062685804,0.000030420275,0.000025964891,0.000108945045],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990136,0.000015244551,0.0004614841,0.00011373997,0.00020841628,0.0001874988],"domain_scores_gemma":[0.99877596,0.000034026507,0.00065781095,0.00015513497,0.00027161173,0.00010543652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017660971,0.00015679683,0.0002901037,0.000036636757,0.000069338515,0.00010101549,0.00017893795,0.00003331883,0.00050114247],"category_scores_gemma":[0.0000025440165,0.00012766397,0.00009518111,0.00014352465,0.000022990615,0.0002606599,0.00002623431,0.00020596675,0.00012932539],"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":[0.000070004586,0.00016695903,0.0011033698,0.000029202198,0.0001517365,6.857928e-7,0.00047098548,0.005050223,0.9746265,0.010770314,0.0020660725,0.0054939524],"study_design_scores_gemma":[0.001319591,0.00015018278,0.0007371137,0.000094177114,0.00013935454,0.0000022103357,0.00069003884,0.00320031,0.95985234,0.031145608,0.0022755924,0.00039345757],"about_ca_topic_score_codex":0.000061030354,"about_ca_topic_score_gemma":2.6885357e-7,"teacher_disagreement_score":0.020375293,"about_ca_system_score_codex":0.000014039726,"about_ca_system_score_gemma":0.00006406278,"threshold_uncertainty_score":0.54871583},"labels":[],"label_agreement":null},{"id":"W2047577609","doi":"10.1063/1.1476401","title":"Phonons on GaN(110)","year":2002,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Steacie Institute for Molecular Sciences","funders":"","keywords":"Pseudopotential; Phonon; Adiabatic process; Condensed matter physics; Scaling; Materials science; Surface phonon; Lattice constant; Physics; Optics; Quantum mechanics; Diffraction; Geometry","score_opus":0.017190429164181856,"score_gpt":0.21338403057160776,"score_spread":0.19619360140742592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047577609","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":[0.93739015,0.0000044918634,0.0005475411,0.00048776745,0.0003098641,0.0002126124,0.000052333304,0.00007024366,0.06092498],"genre_scores_gemma":[0.9944952,8.8364993e-7,0.000119917495,0.0039449176,0.0011102988,0.00006000738,0.000059306574,0.000040951763,0.00016851907],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99899673,0.000015677406,0.00017554709,0.00031350815,0.00015450524,0.0003440469],"domain_scores_gemma":[0.9993912,0.000046842986,0.00009525217,0.0003716152,0.000011738674,0.000083366904],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000348855,0.00023006985,0.000221297,0.000026606867,0.00011501805,0.00007266172,0.00019472113,0.00002643084,0.0017407673],"category_scores_gemma":[3.4941354e-7,0.00022097841,0.00010316864,0.00011647498,0.000047192494,0.00006643634,0.00002266579,0.00014504055,0.0016298934],"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":[0.000007662768,0.00015783198,0.00026497425,0.000009652863,0.000069624184,0.0000012551644,0.00031012046,0.00046781072,0.9020893,0.05042001,0.038480703,0.0077210697],"study_design_scores_gemma":[0.0015148974,0.000045566372,0.00030464557,0.000029973186,0.00007783008,4.1100694e-7,0.00019081251,0.0001456158,0.931166,0.003381767,0.06223277,0.0009097271],"about_ca_topic_score_codex":0.00005022002,"about_ca_topic_score_gemma":2.7163904e-7,"teacher_disagreement_score":0.06075646,"about_ca_system_score_codex":0.000017654573,"about_ca_system_score_gemma":0.0000049892824,"threshold_uncertainty_score":0.9991718},"labels":[],"label_agreement":null},{"id":"W2048728594","doi":"10.1889/1.1830809","title":"P‐48: High Performance Dielectric Layer for Thin Film Oxide Phosphor Electroluminescent Devices","year":2002,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"GaN-based semiconductor devices and materials","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":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Electroluminescence; Phosphor; Materials science; Optoelectronics; Layer (electronics); Electroluminescent display; Dielectric; Capacitance; Oxide; Thin film; Composite material; Nanotechnology; Electrode; Chemistry; Metallurgy","score_opus":0.010098906562694101,"score_gpt":0.22072182971467155,"score_spread":0.21062292315197745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048728594","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":[0.95046085,0.00025450008,0.0000043556315,0.00052182015,0.00023232981,0.0006194641,0.00007761333,0.00011051153,0.04771854],"genre_scores_gemma":[0.998014,0.00008956094,0.00011385196,0.00020884341,0.00020132055,0.00017865733,0.000059469927,0.00004903085,0.0010852779],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981919,0.000027927077,0.0005344719,0.00042606558,0.00024300435,0.0005766324],"domain_scores_gemma":[0.9989885,0.00012255141,0.00027598388,0.0003929775,0.000092938164,0.00012705268],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016441553,0.00031648108,0.0004896171,0.00007405583,0.00014099185,0.00004929973,0.00041257145,0.00012222062,0.00063083466],"category_scores_gemma":[0.000012656586,0.00027150696,0.00022613659,0.0002321553,0.00007780156,0.00016033737,0.000054961667,0.00018163491,0.00004067986],"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":[0.00005744588,0.00024186252,0.005265004,0.000099335295,0.000057074194,4.968577e-7,0.000030836625,0.00010012125,0.9907518,0.0018224363,0.0014394016,0.00013419276],"study_design_scores_gemma":[0.0009159319,0.000380824,0.00575314,0.00008148664,0.00012372271,0.0000019647325,0.000032307224,0.00017334033,0.9741486,0.00006230184,0.017866446,0.00045997254],"about_ca_topic_score_codex":0.00020511253,"about_ca_topic_score_gemma":0.000013467144,"teacher_disagreement_score":0.047553122,"about_ca_system_score_codex":0.000056334797,"about_ca_system_score_gemma":0.000034915913,"threshold_uncertainty_score":0.9999737},"labels":[],"label_agreement":null},{"id":"W2049562424","doi":"10.1007/s10854-012-0986-0","title":"On the applicability of a semi-analytical approach to determining the transient electron transport response of gallium arsenide, gallium nitride, and zinc oxide","year":2012,"lang":"en","type":"article","venue":"Journal of Materials Science Materials in Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":10,"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, Okanagan Campus; University of British Columbia; University of Windsor","funders":"","keywords":"Electric field; Monte Carlo method; Gallium nitride; Gallium arsenide; Electron; Transient (computer programming); Electron transport chain; Materials science; Condensed matter physics; Computational physics; Physics; Chemistry; Nanotechnology; Computer science; Quantum mechanics; Mathematics","score_opus":0.017006845726153803,"score_gpt":0.26558088932353824,"score_spread":0.24857404359738444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049562424","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":[0.9985567,0.000049369333,0.00015689395,0.00019457423,0.00029233264,0.0005941599,0.00008026899,0.000004733824,0.00007101966],"genre_scores_gemma":[0.999433,0.00001283463,0.00025282652,0.00008605217,0.00015377652,0.00002848211,0.0000031057202,0.000023912908,0.0000060396924],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99614716,0.00056707347,0.0015206819,0.00030238053,0.00065164943,0.00081104296],"domain_scores_gemma":[0.99779785,0.00041703205,0.00091204385,0.00045099147,0.00025558367,0.00016650942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0121372,0.00029652478,0.0008742027,0.00020870242,0.00012900222,0.00010170187,0.00078554155,0.000074655996,0.000077510886],"category_scores_gemma":[0.00017408836,0.00017330486,0.000117772055,0.00042723198,0.0003936567,0.0002863927,0.00006483589,0.00019904091,0.0000016606358],"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":[0.0013921635,0.0003285794,0.0012604353,0.000056570203,0.000031026244,3.419224e-7,0.00057592604,0.00024895978,0.9889651,0.007097401,0.000016642789,0.000026875437],"study_design_scores_gemma":[0.00048561304,0.00047864704,0.015547694,0.000076683245,0.00008832115,0.000011148433,0.00034459928,0.000014486563,0.9817818,0.000910281,0.00008513002,0.00017561631],"about_ca_topic_score_codex":0.000059537884,"about_ca_topic_score_gemma":0.0000022614702,"teacher_disagreement_score":0.0142872585,"about_ca_system_score_codex":0.00012102535,"about_ca_system_score_gemma":0.00043827773,"threshold_uncertainty_score":0.7067167},"labels":[],"label_agreement":null},{"id":"W2049707734","doi":"10.1002/pssa.201100102","title":"InN grown by migration enhanced afterglow (MEAglow)","year":2011,"lang":"en","type":"article","venue":"physica status solidi (a)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Full width at half maximum; Sapphire; Afterglow; Materials science; Root mean square; Diffraction; Analytical Chemistry (journal); Atomic force microscopy; Thin film; Surface roughness; Epitaxy; Chemical vapor deposition; Surface finish; Optoelectronics; Optics; Nanotechnology; Chemistry; Composite material; Layer (electronics); Laser; Physics","score_opus":0.01602555389678497,"score_gpt":0.23768315794396008,"score_spread":0.2216576040471751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049707734","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":[0.9870793,0.00004424056,0.00097392284,0.000088699555,0.00036771243,0.0002210897,0.0002758237,0.00007548025,0.010873736],"genre_scores_gemma":[0.998248,0.000012010776,0.00038431972,0.00024129076,0.0002896927,0.00009352713,0.0002949352,0.00003828398,0.00039796814],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986357,0.00005114492,0.00026487635,0.00036596355,0.00016712579,0.00051519903],"domain_scores_gemma":[0.9992325,0.000018728137,0.00017501855,0.00034045472,0.00007628287,0.00015707432],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000058331207,0.0002522153,0.00028571213,0.000033608023,0.00010761115,0.00006414736,0.00017250491,0.000035114554,0.0012050967],"category_scores_gemma":[0.0000026563685,0.00023747087,0.00012365093,0.00012745653,0.00005091443,0.00031991416,0.000047782632,0.00010705433,0.00026706106],"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":[0.000052037376,0.00037143007,0.0033042147,0.000020177988,0.000070769885,6.6504305e-7,0.0023385289,0.0000015044766,0.9599819,0.0032143346,0.026310109,0.0043342854],"study_design_scores_gemma":[0.00063200673,0.00012508483,0.0019293844,0.000026598364,0.000050898394,1.322816e-7,0.00035747484,0.000059523183,0.94924855,0.0051260986,0.04199697,0.00044726336],"about_ca_topic_score_codex":0.0014691971,"about_ca_topic_score_gemma":0.000020630621,"teacher_disagreement_score":0.015686864,"about_ca_system_score_codex":0.000019169625,"about_ca_system_score_gemma":0.000048822207,"threshold_uncertainty_score":0.99970794},"labels":[],"label_agreement":null},{"id":"W2050017138","doi":"10.1021/cg101450n","title":"Effects of Substrate Temperature on Indium Gallium Nitride Nanocolumn Crystal Growth","year":2010,"lang":"en","type":"article","venue":"Crystal Growth & Design","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Indium; Microstructure; Gallium; Substrate (aquarium); Gallium nitride; Scanning electron microscope; Amorphous solid; Evaporation; Crystal (programming language)","score_opus":0.008170249015184304,"score_gpt":0.21330769366461055,"score_spread":0.20513744464942624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050017138","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":[0.9963066,0.000027784266,0.00032528627,0.000059533224,0.0007205542,0.0010836368,0.00010631056,0.00007085077,0.0012994566],"genre_scores_gemma":[0.9978797,0.0000029669322,0.000838793,0.00011400911,0.0005841276,0.00011092284,0.00007672189,0.00007292664,0.00031982115],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980413,0.00014384165,0.00046518462,0.0005014711,0.00032210705,0.0005260997],"domain_scores_gemma":[0.99861157,0.00024283069,0.00028923494,0.00035424592,0.00025370024,0.0002484455],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028934804,0.00043695298,0.00056437915,0.00015427949,0.00015516041,0.00016441975,0.00033287224,0.00021844941,0.00031238608],"category_scores_gemma":[0.00003480632,0.00039139309,0.00024112687,0.0002671147,0.0001351501,0.00022638353,0.000050956252,0.0005105537,0.000029700152],"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":[0.00019717033,0.0003000522,0.002558761,0.00029639844,0.00009375626,0.000020202759,0.00013679407,0.0000051250067,0.99029744,0.004696874,0.0013580387,0.00003939619],"study_design_scores_gemma":[0.001362859,0.00039929728,0.0064498005,0.00010656038,0.000099921745,0.000006415049,0.00005706624,0.0000074046206,0.98713344,0.0036492676,0.00031435312,0.0004135837],"about_ca_topic_score_codex":0.00019035499,"about_ca_topic_score_gemma":0.000004266756,"teacher_disagreement_score":0.0038910392,"about_ca_system_score_codex":0.000018736357,"about_ca_system_score_gemma":0.00020022936,"threshold_uncertainty_score":0.9998538},"labels":[],"label_agreement":null},{"id":"W2050824621","doi":"10.1557/proc-0982-kk01-03","title":"ADF-STEM Imaging of Strained GaN<sub>0.045</sub>As<sub>0.955</sub> Epitaxial Layers on (100) GaAs Substrates","year":2006,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Acadia University; Institute for Microstructural Sciences","funders":"","keywords":"Materials science; Scanning transmission electron microscopy; Epitaxy; Optoelectronics; Transmission electron microscopy; Optics; Detector; Substrate (aquarium); Layer (electronics); Nanotechnology; Physics","score_opus":0.009826864483233836,"score_gpt":0.22190874704264257,"score_spread":0.21208188255940874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050824621","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":[0.9886866,0.00006662835,0.000024062894,0.00021404748,0.00040456737,0.0004971676,0.00014874703,0.00014867725,0.00980948],"genre_scores_gemma":[0.9985238,0.000006565413,0.000045970723,0.00013077825,0.0009354785,0.00006149161,0.00011154618,0.00009983672,0.000084588035],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99722415,0.000021912512,0.00079522835,0.0007091413,0.00044523654,0.0008043436],"domain_scores_gemma":[0.99860936,0.000063220126,0.0005821583,0.00022641686,0.0003274159,0.00019142833],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034975843,0.00056115154,0.0006643187,0.0002138892,0.00020266559,0.00026039695,0.0003799923,0.000120054,0.0001556629],"category_scores_gemma":[0.000010730145,0.00054710754,0.0002723894,0.0003453639,0.00015509756,0.00046125287,0.000057993122,0.00027402287,0.00013281536],"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":[0.00008897354,0.00018464135,0.014306168,0.00015085096,0.00006404946,0.000005349264,0.00033663397,0.000031244108,0.9680771,0.01251147,0.0025319497,0.0017115513],"study_design_scores_gemma":[0.0010876646,0.00015992182,0.00412625,0.0002049182,0.00008908288,0.0000049130863,0.0013517451,0.000103790466,0.9868571,0.0051209736,0.00033160255,0.0005620032],"about_ca_topic_score_codex":0.00043394143,"about_ca_topic_score_gemma":0.000007490466,"teacher_disagreement_score":0.018780017,"about_ca_system_score_codex":0.000068025314,"about_ca_system_score_gemma":0.00011574906,"threshold_uncertainty_score":0.99969804},"labels":[],"label_agreement":null},{"id":"W2051393561","doi":"10.1364/cleo_si.2012.cm2l.2","title":"Efficient Terahertz Generation from InGaN/GaN Dot-in-a-Wire Nanostructure","year":2012,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"","keywords":"Terahertz radiation; Quantum dot; Nanostructure; Optoelectronics; Materials science; Quantum wire; Nanotechnology; Quantum; Physics","score_opus":0.01393011578950664,"score_gpt":0.2349367534136976,"score_spread":0.22100663762419095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051393561","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":[0.9959675,0.0000748912,0.00015329121,0.00007741134,0.0010066319,0.00013685443,0.000056869303,0.000025026693,0.0025015143],"genre_scores_gemma":[0.99741125,3.2656027e-7,0.00046095275,0.00016985429,0.0014662821,0.000011775586,0.00020241825,0.000015935162,0.00026118563],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992128,0.000038669255,0.00020255965,0.00017564488,0.000096817676,0.00027352295],"domain_scores_gemma":[0.99963367,0.000016293456,0.000064495514,0.00018204961,0.000020160662,0.00008330562],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000081275044,0.00014374356,0.00015732173,0.000033472497,0.00005727569,0.000060642196,0.00008668208,0.000048388712,0.003037929],"category_scores_gemma":[0.0000016376658,0.000113492635,0.000048666872,0.00006431451,0.000011803391,0.000081670216,0.000021635962,0.0000724113,0.00008531537],"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":[0.000004437326,0.00007667008,0.07423842,0.0000030840763,0.000018675182,3.5398932e-7,0.0007317129,0.00020003514,0.9159638,0.004808306,0.0008604721,0.0030940115],"study_design_scores_gemma":[0.0008934502,0.000020832664,0.04284564,0.00002552781,0.000032659227,5.555118e-7,0.0006562845,0.0014836725,0.9296284,0.00055320165,0.023404034,0.0004557607],"about_ca_topic_score_codex":0.001500631,"about_ca_topic_score_gemma":0.000031201893,"teacher_disagreement_score":0.031392775,"about_ca_system_score_codex":0.000019785824,"about_ca_system_score_gemma":0.000017420214,"threshold_uncertainty_score":0.9978734},"labels":[],"label_agreement":null},{"id":"W2051624075","doi":"10.1002/mop.28129","title":"A new type of Robust broadband GaN HEMT‐based high power high‐pass/low‐pass 22.5° phase shifter","year":2013,"lang":"en","type":"article","venue":"Microwave and Optical Technology Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Université de Moncton; Carleton University; Communications Research Centre Canada","funders":"","keywords":"Phase shift module; High-electron-mobility transistor; Monolithic microwave integrated circuit; Insertion loss; Broadband; Return loss; Microwave; Materials science; Optoelectronics; Phase (matter); Power (physics); Electrical engineering; Electronic engineering; Engineering; Transistor; Telecommunications; Physics; Amplifier","score_opus":0.009305269382105456,"score_gpt":0.22830515424507095,"score_spread":0.21899988486296548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051624075","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":[0.9871792,0.0000568061,0.0054255044,0.0064116144,0.00028800874,0.00030126516,0.000034285946,0.00007076728,0.00023254509],"genre_scores_gemma":[0.99160874,0.0000020588816,0.006682968,0.0013603888,0.00014532259,0.000022059146,0.000053428015,0.000034228065,0.0000907875],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986117,0.000024495595,0.0003747253,0.00041743284,0.00010573922,0.00046590593],"domain_scores_gemma":[0.999209,0.00005165433,0.00012888738,0.00039138747,0.00007496178,0.00014413157],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006545865,0.0002893267,0.00047011263,0.0001771319,0.00006378372,0.00007185773,0.00023763339,0.0002051799,0.0016291281],"category_scores_gemma":[0.000008111336,0.00025030965,0.00008648319,0.00022102239,0.00029197495,0.00012108468,0.00007500216,0.0002530559,0.000093594455],"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":[0.000042021056,0.00013804025,0.0020608068,0.000025927784,0.00008986205,0.000007811833,0.000023852072,0.000005858171,0.9840557,0.0039107087,0.0064560086,0.0031834224],"study_design_scores_gemma":[0.0028233777,0.0002831016,0.0014680331,0.00006780287,0.00008896418,0.000003819247,0.00009362959,0.000023179662,0.9902384,0.0028028758,0.001715542,0.0003912183],"about_ca_topic_score_codex":0.00037800297,"about_ca_topic_score_gemma":0.0000035560347,"teacher_disagreement_score":0.006182776,"about_ca_system_score_codex":0.000016706383,"about_ca_system_score_gemma":0.000044242814,"threshold_uncertainty_score":0.99999493},"labels":[],"label_agreement":null},{"id":"W2051799477","doi":"10.1063/1.4812291","title":"Coupled multiphysics, barrier localization, and critical radius effects in embedded nanowire superlattices","year":2013,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Wilfrid Laurier University","funders":"","keywords":"Superlattice; Electronic band structure; Heterojunction; Nanowire; Electron; Wurtzite crystal structure; Rectangular potential barrier; Band gap; Critical radius; Ballistic conduction","score_opus":0.007422593368282951,"score_gpt":0.24022731108373918,"score_spread":0.23280471771545624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051799477","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":[0.9951483,0.00006627881,0.0037846866,0.00002919144,0.00027566575,0.0002657798,0.00000766425,0.000008014919,0.0004144002],"genre_scores_gemma":[0.99826723,0.0000051238876,0.0008541945,0.00015206376,0.0006550081,0.000018805455,0.000009172663,0.00002746191,0.00001092483],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998893,0.00003760578,0.00044902804,0.00016795157,0.00019813479,0.000254284],"domain_scores_gemma":[0.99905926,0.00024118349,0.00021734377,0.0001408854,0.00018509888,0.00015624247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013558829,0.00020132463,0.00044301825,0.00004870876,0.00007358014,0.00013928974,0.00013657515,0.000051923125,0.00016384685],"category_scores_gemma":[0.000011463157,0.00017014479,0.00007968977,0.0001303873,0.000096121425,0.0003769916,0.00003356841,0.00018687705,0.000018967485],"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":[0.00012403747,0.00071925577,0.017665083,0.00044030568,0.00025344844,0.000010730536,0.0038456211,0.0061643687,0.88848907,0.070814215,0.0011236017,0.010350271],"study_design_scores_gemma":[0.0111000305,0.00047794834,0.010206007,0.00065864046,0.00050910976,0.000009984389,0.0055440674,0.10030507,0.51366276,0.35443276,0.001392828,0.0017007783],"about_ca_topic_score_codex":0.000081003505,"about_ca_topic_score_gemma":0.0000011062588,"teacher_disagreement_score":0.3748263,"about_ca_system_score_codex":0.000019447229,"about_ca_system_score_gemma":0.00006489131,"threshold_uncertainty_score":0.6938303},"labels":[],"label_agreement":null},{"id":"W2051846029","doi":"10.1063/1.3211292","title":"Negative capacitance in GaN∕AlGaN heterojunction dual-band detectors","year":2009,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Heterojunction; Impurity; Shallow donor; Materials science; Capacitance; Vacancy defect; Optoelectronics; Relaxation (psychology); Common emitter; Condensed matter physics; Analytical Chemistry (journal); Atomic physics; Chemistry; Doping; Physics; Physical chemistry","score_opus":0.011606283019534744,"score_gpt":0.23092135249498585,"score_spread":0.2193150694754511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051846029","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":[0.9944048,0.000013229888,0.00063042913,0.000023143897,0.0003147466,0.000118521726,0.000009200811,0.0000070725823,0.0044788606],"genre_scores_gemma":[0.99868166,0.0000031423838,0.00023956277,0.00011094979,0.0009287386,0.0000027801357,0.0000040234654,0.000013441021,0.000015710464],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99903804,0.00002254445,0.00041362725,0.00013330604,0.00018297831,0.00020952911],"domain_scores_gemma":[0.9992049,0.000040142753,0.00047399665,0.00012486307,0.00008096836,0.00007517287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014566423,0.00016985534,0.00033792405,0.00005897652,0.000048003596,0.000053276606,0.00010340061,0.000037722923,0.000065594686],"category_scores_gemma":[0.0000021036624,0.00014675075,0.0001087029,0.0001788712,0.000027472355,0.00020428262,0.0000034927225,0.00023682504,0.000010030013],"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":[0.00014928168,0.00017456057,0.0007037386,0.000009897346,0.000047849717,0.000004077689,0.001057703,0.0035074789,0.9855346,0.0029044289,0.00022887945,0.0056775208],"study_design_scores_gemma":[0.0011524644,0.00015173943,0.0025298682,0.00004865222,0.000033148317,0.0000019690726,0.00053894176,0.0000641559,0.94148517,0.053550057,0.00025318668,0.00019065653],"about_ca_topic_score_codex":0.000024187764,"about_ca_topic_score_gemma":0.000002609207,"teacher_disagreement_score":0.050645627,"about_ca_system_score_codex":0.000046092555,"about_ca_system_score_gemma":0.000048067504,"threshold_uncertainty_score":0.5984322},"labels":[],"label_agreement":null},{"id":"W2052297838","doi":"10.1149/1.3570844","title":"Molecular Beam Epitaxial Growth, Fabrication, and Characterization of High Efficiency InGaN/GaN Dot-in-a-Wire White Light Emitting Diodes on Si(111)","year":2011,"lang":"en","type":"article","venue":"ECS Transactions","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McGill University","funders":"","keywords":"Light-emitting diode; Quantum dot; Materials science; Optoelectronics; Molecular beam epitaxy; Fabrication; Diode; Voltage droop; Epitaxy; Nanotechnology; Layer (electronics); Physics; Voltage","score_opus":0.008416874702536074,"score_gpt":0.20023538140007038,"score_spread":0.1918185066975343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052297838","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":[0.9831941,0.000009137151,0.015521668,0.00009568429,0.00022236763,0.00019561354,0.00009522587,0.000023117582,0.00064309343],"genre_scores_gemma":[0.9995886,0.0000055738506,0.00016424182,0.000025196343,0.000071188726,0.00003022722,0.000062459694,0.00001950838,0.000033008382],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99914294,0.000038183123,0.00031283725,0.00023670247,0.00009712839,0.00017222294],"domain_scores_gemma":[0.9995359,0.000018245486,0.00015003695,0.00015889543,0.00008239563,0.00005449131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009599835,0.00014363005,0.00019840666,0.00011789422,0.00010953222,0.000026926185,0.00009091286,0.000049049602,0.00021433055],"category_scores_gemma":[0.0000031750897,0.00014290366,0.00005774192,0.00019000928,0.000034468212,0.00017175864,0.0000037168231,0.00009725175,0.0000060222574],"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":[0.00002120652,0.00027282888,0.0075485357,0.000043353844,0.000032587202,7.9479463e-7,0.0025042465,0.00008382842,0.9865567,0.0016116226,0.0000016133822,0.0013226958],"study_design_scores_gemma":[0.00042104724,0.00008523705,0.037615847,0.00006821681,0.000050719344,6.094257e-7,0.00025642355,0.00007401398,0.9607004,0.0004690118,0.00007252341,0.00018593059],"about_ca_topic_score_codex":0.00028687887,"about_ca_topic_score_gemma":0.0000049708065,"teacher_disagreement_score":0.030067312,"about_ca_system_score_codex":0.000012722082,"about_ca_system_score_gemma":0.000024653269,"threshold_uncertainty_score":0.58274424},"labels":[],"label_agreement":null},{"id":"W2052376573","doi":"10.1063/1.2199457","title":"Si (111) substrates as highly effective pseudomasks for selective growth of GaN material and devices by ammonia-molecular-beam epitaxy","year":2006,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Molecular beam epitaxy; Materials science; Optoelectronics; Silicon; Nucleation; Epitaxy; Substrate (aquarium); Sapphire; Fabrication; Nanotechnology; Layer (electronics); Wide-bandgap semiconductor; Chemistry; Optics; Laser","score_opus":0.003390587422771141,"score_gpt":0.20163883728141566,"score_spread":0.1982482498586445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052376573","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":[0.99629325,0.000021745518,0.0008514101,0.000101022844,0.00014653482,0.0010322249,0.0004759556,0.000040671923,0.0010371904],"genre_scores_gemma":[0.9978926,6.418861e-7,0.00034552874,0.00034211314,0.00046338944,0.00035499752,0.00053022394,0.000062912346,0.000007582514],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99857384,0.000038831018,0.0003339062,0.00047907006,0.0001596685,0.00041466372],"domain_scores_gemma":[0.9991779,0.00015743799,0.00032521455,0.00018724374,0.00008322462,0.00006900738],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010097103,0.00037031903,0.00049349165,0.000032932097,0.000116655756,0.00011344807,0.00017076862,0.000065450025,0.000014587631],"category_scores_gemma":[0.0000011466295,0.00036414046,0.00011946004,0.00013287971,0.00013673384,0.0001382636,0.000032212447,0.000095840696,0.000007669702],"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":[0.00017635147,0.00012276522,0.0011913463,0.000107802036,0.00017353323,6.9588657e-7,0.000110276625,0.000034900386,0.96867335,0.027891055,0.0012216431,0.00029627868],"study_design_scores_gemma":[0.0011758766,0.00011018859,0.0011120706,0.000020399428,0.00013740646,4.2475216e-7,0.00008567458,0.0000045810393,0.9868243,0.010006653,0.00014594763,0.00037647682],"about_ca_topic_score_codex":0.0015347009,"about_ca_topic_score_gemma":0.0000052878945,"teacher_disagreement_score":0.018150948,"about_ca_system_score_codex":0.000024723991,"about_ca_system_score_gemma":0.000026898628,"threshold_uncertainty_score":0.999881},"labels":[],"label_agreement":null},{"id":"W2053508732","doi":"10.1116/1.1633767","title":"Energy band gaps of InN containing oxygen and of the InxAl1−xN interface layer formed during InN film growth","year":2004,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Wurtzite crystal structure; Band gap; Photoluminescence; Materials science; Exciton; Absorption (acoustics); Ternary operation; Absorption edge; Analytical Chemistry (journal); Oxygen; Sapphire; Crystallography; Condensed matter physics; Optoelectronics; Chemistry; Zinc; Optics; Metallurgy","score_opus":0.008149478292028079,"score_gpt":0.23279838482109216,"score_spread":0.22464890652906408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053508732","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":[0.9976156,0.00073789776,0.00014446811,0.0010324139,0.00022327533,0.00010118713,0.000030829804,0.000009890151,0.00010444553],"genre_scores_gemma":[0.99903953,0.0001382436,0.00068765925,0.00007159642,0.000020894997,0.000002950545,4.7139844e-7,0.0000116674955,0.00002697502],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99843645,0.000028392296,0.00066651084,0.00025065767,0.00027011838,0.0003478693],"domain_scores_gemma":[0.998422,0.000048193706,0.0009047931,0.0002319043,0.0003034435,0.00008964261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005852055,0.00020408609,0.0005124242,0.00039139125,0.00023280858,0.000055811208,0.0005195397,0.000098568235,0.000040426923],"category_scores_gemma":[0.000027837108,0.00013490026,0.00008750201,0.000740148,0.000843964,0.00045589524,0.00027535905,0.00027046003,2.407403e-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":[0.000055455374,0.000056147415,0.0353839,0.000032025524,0.000056877423,0.000002381061,0.00049466133,0.00006444544,0.9596471,0.003981598,0.000031783416,0.00019361882],"study_design_scores_gemma":[0.0012921935,0.00036814774,0.013230938,0.00027910186,0.00004406595,0.00006406511,0.0028025764,0.00006305802,0.9735516,0.007911085,0.00022944598,0.00016377908],"about_ca_topic_score_codex":0.00015952798,"about_ca_topic_score_gemma":0.000009427606,"teacher_disagreement_score":0.022152958,"about_ca_system_score_codex":0.000023832195,"about_ca_system_score_gemma":0.00020811055,"threshold_uncertainty_score":0.5501073},"labels":[],"label_agreement":null},{"id":"W2053549203","doi":"10.1117/12.861071","title":"Band structures of cylindrical AlN/GaN quantum dots with fully coupled piezoelectric models","year":2010,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Wilfrid Laurier University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Piezoelectricity; Quantum dot; Semiconductor; Wide-bandgap semiconductor; Materials science; Photonics; Optoelectronics; Band gap; Electronic band structure; Physics; Condensed matter physics","score_opus":0.009176720409327793,"score_gpt":0.21858739947658862,"score_spread":0.20941067906726082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053549203","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":[0.997095,0.000027865992,0.0001496459,0.00035695234,0.00024377934,0.0004697182,0.0000941964,0.00003917815,0.0015236766],"genre_scores_gemma":[0.9820282,0.000008681928,0.017293412,0.000027415235,0.00045741687,0.00006555219,0.000017441529,0.00005490552,0.0000469821],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979753,1.8082389e-8,0.0006638501,0.00037013486,0.00058968546,0.00040102878],"domain_scores_gemma":[0.99772006,0.000097460215,0.0005299896,0.000076256154,0.0014383928,0.0001378314],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003383987,0.00034429706,0.0005409967,0.00009583484,0.00007335026,0.00010534356,0.0007673491,0.0001559979,0.00006589911],"category_scores_gemma":[0.00006505831,0.00025284837,0.00043396253,0.00027252457,0.0002182833,0.0004296246,0.0000664009,0.00038394626,6.322965e-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":[0.00009286858,0.00009592432,0.00045856298,0.00017086575,0.00029193706,3.289069e-8,0.0001012012,0.00018662108,0.57887745,0.419402,0.00021519171,0.000107364416],"study_design_scores_gemma":[0.0024552832,0.0007638193,0.0009731447,0.00021735058,0.00038455782,0.0000126150135,0.0010797207,0.09624675,0.8734196,0.023104714,0.00068306987,0.0006594048],"about_ca_topic_score_codex":0.00006420799,"about_ca_topic_score_gemma":4.0452952e-7,"teacher_disagreement_score":0.39629728,"about_ca_system_score_codex":0.000033638535,"about_ca_system_score_gemma":0.00006650535,"threshold_uncertainty_score":0.9999924},"labels":[],"label_agreement":null},{"id":"W2053794370","doi":"10.1142/s1793292008001246","title":"INTERACTION BETWEEN POSITIVE HYDROGEN IONS AND ELECTRONS LOCATED IN INDIUM NITRIDE CONTAINING OXYGEN IMPURITIES","year":2008,"lang":"en","type":"article","venue":"NANO","topic":"GaN-based semiconductor devices and materials","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":"Lakehead University","funders":"","keywords":"Wurtzite crystal structure; Hydrogen; Indium nitride; Ion; Materials science; Electron; Atomic physics; Impurity; Oxygen; Indium; Nitride; Chemistry; Nanotechnology; Physics; Optoelectronics","score_opus":0.01581268094769777,"score_gpt":0.25035720651928767,"score_spread":0.2345445255715899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053794370","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":[0.9986484,0.00009095536,0.000046199824,0.00003267,0.00005032524,0.00014764877,0.000086114975,0.000020579515,0.00087710685],"genre_scores_gemma":[0.9995283,0.000011798615,0.000024752948,0.000027107482,0.0001516845,0.000018427934,0.00015536605,0.00001365163,0.000068937385],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993135,0.000047576108,0.00018803806,0.00016140987,0.00005675217,0.00023275697],"domain_scores_gemma":[0.9997028,0.000057684007,0.00007149084,0.000076772245,0.00003710698,0.000054127035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000074293304,0.00011547131,0.00019120453,0.00009619688,0.00013134597,0.000027363174,0.00005718991,0.00004005598,0.00009063346],"category_scores_gemma":[0.0000038261583,0.00011577487,0.00003325697,0.00009916744,0.000044794382,0.00016816679,0.000027151771,0.00010932932,0.000011507434],"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":[0.000045203346,0.000066611996,0.7092892,0.000018421335,0.00012722514,0.000008606591,0.0032786494,0.0000247285,0.2849836,0.000645098,0.00006118532,0.0014514583],"study_design_scores_gemma":[0.0014817918,0.00022454605,0.1462479,0.00014044321,0.00006309737,0.0000148199615,0.003140705,0.00005199241,0.84572667,0.0016430621,0.00085781596,0.00040718142],"about_ca_topic_score_codex":0.0022100573,"about_ca_topic_score_gemma":0.000043783384,"teacher_disagreement_score":0.5630413,"about_ca_system_score_codex":0.000041716816,"about_ca_system_score_gemma":0.000050496037,"threshold_uncertainty_score":0.47211623},"labels":[],"label_agreement":null},{"id":"W2054972095","doi":"10.1016/j.jcrysgro.2008.10.105","title":"Selectively grown AlGaN/GaN HEMTs on Si(111) substrates for integration with silicon microelectronics","year":2008,"lang":"en","type":"article","venue":"Journal of Crystal Growth","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":4,"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 for Microstructural Sciences","funders":"","keywords":"Transconductance; Materials science; Microelectronics; Optoelectronics; Silicon; Substrate (aquarium); Transistor; Epitaxy; Layer (electronics); High-electron-mobility transistor; Molecular beam epitaxy; Nanotechnology; Electrical engineering","score_opus":0.012806790663712622,"score_gpt":0.22891357330184395,"score_spread":0.21610678263813132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054972095","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":[0.99643934,0.000060091206,0.002292633,0.00013144192,0.00013182456,0.00021672821,0.000037657348,0.000011269178,0.0006790001],"genre_scores_gemma":[0.9987344,0.000009797613,0.0004845769,0.000079932855,0.0005221707,0.000008771845,0.000026845148,0.00003196166,0.00010149934],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99889135,0.000041571093,0.00040509572,0.00016653395,0.00019966703,0.00029575292],"domain_scores_gemma":[0.9988084,0.000091419366,0.00050139875,0.00009020204,0.00040325106,0.00010537313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001732819,0.00021705602,0.00034819543,0.000108345674,0.00014154753,0.00006701926,0.00015381126,0.000050071172,0.0000589435],"category_scores_gemma":[0.00000966778,0.00015582328,0.00016001504,0.00011761968,0.000050317467,0.00030632954,0.0000060499915,0.00021718154,0.0000025916734],"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":[0.00082800805,0.0002438085,0.003426995,0.000030052039,0.00017552827,0.0000086928685,0.0004401903,0.000058257272,0.9888063,0.0046507725,0.0009429429,0.00038846547],"study_design_scores_gemma":[0.0016894368,0.0027355503,0.002325409,0.00008951848,0.00007794011,0.0000857754,0.0003608633,0.000048368333,0.9876,0.0039667166,0.0007740427,0.00024632734],"about_ca_topic_score_codex":0.000050686085,"about_ca_topic_score_gemma":0.000012616879,"teacher_disagreement_score":0.0024917417,"about_ca_system_score_codex":0.00006230494,"about_ca_system_score_gemma":0.0002417068,"threshold_uncertainty_score":0.6354289},"labels":[],"label_agreement":null},{"id":"W2055356499","doi":"10.1088/0957-4484/20/12/125402","title":"Thermoelectromechanical effects in quantum dots","year":2009,"lang":"en","type":"article","venue":"Nanotechnology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Materials science; Quantum dot; Semiconductor; Context (archaeology); Nanowire; Nanostructure; Thermal; Semiconductor nanostructures; Wetting layer; Optoelectronics; Piezoelectricity; Nanotechnology; Composite material; Physics","score_opus":0.0067057813229368865,"score_gpt":0.23848033715940478,"score_spread":0.2317745558364679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055356499","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":[0.9976945,0.00007600438,0.00061775005,0.0007288806,0.00018035989,0.00017878665,0.0000028254303,0.00010477252,0.0004161363],"genre_scores_gemma":[0.9995126,0.0000025195084,0.00013810178,0.00020584253,0.000069647416,0.000018420495,0.000007233167,0.000009693711,0.000035916615],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999166,0.00003362146,0.00017471911,0.0002306885,0.000058008794,0.00033693857],"domain_scores_gemma":[0.99963546,0.000031972806,0.00005558979,0.00023512584,0.000012721148,0.000029135197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000088869514,0.00012811192,0.00023981172,0.00011591436,0.000028736045,0.000013611658,0.00020041762,0.00015596283,0.00020004487],"category_scores_gemma":[0.000008658714,0.00011366183,0.00004781175,0.00018688712,0.000023062663,0.00004328931,0.000023116085,0.00019976807,0.000074459764],"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":[0.000010133703,0.000078876554,0.00038691878,0.000003636987,0.000006264947,0.000006886443,0.00001703068,0.000001777563,0.7754456,0.19459653,0.000052152158,0.029394234],"study_design_scores_gemma":[0.00086409634,0.00037888016,0.0010925567,0.000025574094,0.000010161926,0.0000032088033,0.000030636907,0.00018811197,0.75476134,0.24034092,0.0020919056,0.00021259725],"about_ca_topic_score_codex":0.0000736739,"about_ca_topic_score_gemma":0.0000041281837,"teacher_disagreement_score":0.0457444,"about_ca_system_score_codex":0.00001933339,"about_ca_system_score_gemma":0.000023128001,"threshold_uncertainty_score":0.46349952},"labels":[],"label_agreement":null},{"id":"W2056276153","doi":"10.1063/1.1345816","title":"Properties of carbon-doped GaN","year":2001,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":149,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Materials science; Photoluminescence; Doping; Molecular beam epitaxy; Optoelectronics; Carbon fibers; Luminescence; Electrical resistivity and conductivity; Epitaxy; Hall effect; Wide-bandgap semiconductor; Nanotechnology; Composite material; Layer (electronics)","score_opus":0.017359559074630646,"score_gpt":0.2095211880675154,"score_spread":0.19216162899288475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056276153","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":[0.98741174,0.00001082344,0.00017612224,0.00012948137,0.0001314341,0.00020715193,0.00001044054,0.000028636417,0.011894188],"genre_scores_gemma":[0.99885464,0.0000011114702,0.000057168178,0.00043354047,0.00051171833,0.000042194664,0.000024488858,0.000028776241,0.000046368903],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99918246,0.000015086376,0.00021776874,0.00020483129,0.0001359582,0.00024387757],"domain_scores_gemma":[0.99950343,0.00001197451,0.00013574664,0.00027633345,0.000025231318,0.00004728718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005277231,0.00017106418,0.00025480168,0.000022331958,0.000042567095,0.000026476631,0.00016719567,0.000019742838,0.00008844366],"category_scores_gemma":[3.7415145e-7,0.00015049518,0.00007392271,0.00011631165,0.00007064256,0.000053059906,0.000028325338,0.00007692112,0.000022948012],"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":[0.000019327423,0.000057406764,0.0022696266,0.000022980928,0.000058193327,5.0120155e-7,0.00028435214,0.00017558715,0.9904438,0.0055392785,0.00021980057,0.00090910733],"study_design_scores_gemma":[0.00040519203,0.0000087973685,0.00017946842,0.00002052093,0.000035547444,2.0003361e-7,0.00019555692,0.000019347865,0.99722946,0.0004959679,0.001202659,0.00020727377],"about_ca_topic_score_codex":0.00042222443,"about_ca_topic_score_gemma":9.2373904e-7,"teacher_disagreement_score":0.011847819,"about_ca_system_score_codex":0.000009694343,"about_ca_system_score_gemma":0.000020376981,"threshold_uncertainty_score":0.6137016},"labels":[],"label_agreement":null},{"id":"W2056306510","doi":"10.1117/12.2080116","title":"Ultralow threshold electrically injected AlGaN nanowire ultraviolet lasers on Si","year":2015,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Materials science; Lasing threshold; Optoelectronics; Nanowire; Laser; Laser linewidth; Molecular beam epitaxy; Ultraviolet; Substrate (aquarium); Semiconductor laser theory; Wavelength; Semiconductor; Epitaxy; Optics; Nanotechnology","score_opus":0.01297622768639347,"score_gpt":0.22888190044850784,"score_spread":0.21590567276211436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056306510","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":[0.9929777,0.000026888942,0.000012143403,0.0008899436,0.00031737098,0.00049807766,0.00011751188,0.000081587845,0.0050787716],"genre_scores_gemma":[0.9878267,0.000009489671,0.010943367,0.00016961727,0.0005815743,0.000110252404,0.00004201141,0.00006789984,0.00024910615],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99782413,2.295271e-8,0.00063161127,0.00041522787,0.00065012625,0.00047889986],"domain_scores_gemma":[0.9978577,0.0000976195,0.00037474575,0.0000727479,0.001373438,0.00022376743],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045182643,0.00037460472,0.00046707655,0.00009158693,0.00007301188,0.00015231821,0.00083537475,0.00015225189,0.00003247465],"category_scores_gemma":[0.00016003504,0.00030196088,0.00054109853,0.00031407722,0.00013281812,0.0003732449,0.00005566364,0.000317756,0.000005453263],"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":[0.0000991869,0.00015008579,0.0013031677,0.00010379719,0.000326601,6.9444205e-8,0.00015118353,0.00010371897,0.7801793,0.21097241,0.0064565325,0.00015390864],"study_design_scores_gemma":[0.0021192704,0.00075495115,0.0006790999,0.00030743095,0.0001965992,0.0000034777,0.0017848759,0.003991471,0.9818278,0.0034285253,0.004314057,0.00059245893],"about_ca_topic_score_codex":0.000034415083,"about_ca_topic_score_gemma":9.568877e-8,"teacher_disagreement_score":0.2075439,"about_ca_system_score_codex":0.00011605668,"about_ca_system_score_gemma":0.00007184059,"threshold_uncertainty_score":0.99994326},"labels":[],"label_agreement":null},{"id":"W2056946567","doi":"10.1063/1.1873056","title":"High mobility two-dimensional electron gas in AlGaN∕GaN heterostructures grown on bulk GaN by plasma assisted molecular beam epitaxy","year":2005,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Molecular beam epitaxy; Heterojunction; Materials science; Fermi gas; Electron mobility; Dislocation; Epitaxy; Wide-bandgap semiconductor; Optoelectronics; Plasma; Condensed matter physics; Electron; Nanotechnology; Physics","score_opus":0.005474606554218325,"score_gpt":0.21283400948042122,"score_spread":0.2073594029262029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056946567","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":[0.9980898,0.000009596267,0.00009753837,0.000524917,0.00017429766,0.00049264735,0.00016673836,0.00006143076,0.00038302064],"genre_scores_gemma":[0.9950424,3.2770518e-7,0.0002894809,0.0031201367,0.00052034965,0.00011433585,0.00083091913,0.00007105066,0.00001102584],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99772465,0.00006468421,0.00045043227,0.0007217595,0.00035712234,0.00068133924],"domain_scores_gemma":[0.99900335,0.00008269271,0.00022957186,0.0005175372,0.000027467748,0.00013939002],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013070495,0.0004916476,0.00050012936,0.000060120463,0.000118149466,0.000095516276,0.00029799595,0.00007610906,0.0001696224],"category_scores_gemma":[0.0000013911449,0.0004862024,0.0001563885,0.00017965307,0.000098908975,0.00012356533,0.000043257343,0.00038258018,0.0000717907],"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":[0.0000896401,0.00028880165,0.00023017057,0.00001306334,0.00008632014,0.0000024268088,0.00007181348,0.025322234,0.96631926,0.004107792,0.0017092886,0.001759168],"study_design_scores_gemma":[0.0016227688,0.000053844724,0.0006497224,0.000017927456,0.00003655451,6.981776e-7,0.000012858919,0.00008789101,0.9947843,0.0017322649,0.0005082165,0.00049293495],"about_ca_topic_score_codex":0.0005183767,"about_ca_topic_score_gemma":0.000009354798,"teacher_disagreement_score":0.028465036,"about_ca_system_score_codex":0.00011821026,"about_ca_system_score_gemma":0.00003509326,"threshold_uncertainty_score":0.99975896},"labels":[],"label_agreement":null},{"id":"W2058198868","doi":"10.1063/1.2135876","title":"Steady-state and transient electron transport within bulk wurtzite indium nitride: An updated semiclassical three-valley Monte Carlo simulation analysis","year":2005,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":90,"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":"Wurtzite crystal structure; Monte Carlo method; Electron; Semiclassical physics; Physics; Kinetic Monte Carlo; Condensed matter physics; Statistical physics; Computational physics; Materials science; Quantum mechanics; Mathematics; Quantum","score_opus":0.010133507075477798,"score_gpt":0.23272297919814897,"score_spread":0.22258947212267116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058198868","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":[0.9888627,0.000010406337,0.009949735,0.0002259797,0.00006762418,0.00047083443,0.00017322568,0.00007218837,0.00016729927],"genre_scores_gemma":[0.9975872,0.0000011600554,0.00035805276,0.0007287974,0.00047624708,0.000046520243,0.0007114338,0.00005879841,0.00003177152],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979605,0.000048477967,0.00051969197,0.0006446594,0.0003132396,0.00051340694],"domain_scores_gemma":[0.9990618,0.000036971836,0.00025881812,0.00039243058,0.00005028953,0.00019969296],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019149315,0.00042126342,0.00056721887,0.00011955383,0.000157679,0.00010629773,0.00019704757,0.000069193455,0.000096510805],"category_scores_gemma":[2.5220712e-7,0.00041440173,0.00018363389,0.00043914074,0.00008586288,0.00031647898,0.000016851502,0.00029053973,0.000018007959],"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":[0.000117040254,0.00014363466,0.0036342957,0.000011189941,0.00066715,0.0000014148354,0.0017024977,0.49973083,0.4921243,0.00054698106,0.00007829256,0.0012424012],"study_design_scores_gemma":[0.010370834,0.00037555877,0.031135032,0.000060689254,0.0077106664,0.000001889931,0.0008554051,0.31731805,0.6169519,0.0016795652,0.008656313,0.0048841205],"about_ca_topic_score_codex":0.00039424372,"about_ca_topic_score_gemma":0.0001468405,"teacher_disagreement_score":0.18241276,"about_ca_system_score_codex":0.000051634823,"about_ca_system_score_gemma":0.00003933631,"threshold_uncertainty_score":0.9998308},"labels":[],"label_agreement":null},{"id":"W2059136179","doi":"10.1088/0268-1242/29/8/085009","title":"Tunnel injection InGaN/GaN dot-in-a-wire white-light-emitting diodes","year":2014,"lang":"en","type":"article","venue":"Semiconductor Science and Technology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":9,"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","keywords":"Quantum dot; Optoelectronics; Diode; Light-emitting diode; Injector; Electron; Materials science; Nanowire; Layer (electronics); Physics; Nanotechnology","score_opus":0.009022159923385705,"score_gpt":0.2353701330709706,"score_spread":0.2263479731475849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059136179","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":[0.99587923,0.00006188649,0.000033464923,0.0007003907,0.00054062257,0.000169118,0.00000774264,0.00011974505,0.002487802],"genre_scores_gemma":[0.9993142,0.0000031333013,0.00024251951,0.00010035538,0.00018609867,0.000025118414,0.000005853766,0.000016813132,0.00010592917],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982311,0.000031198102,0.00032841353,0.00063083135,0.00020531924,0.00057309994],"domain_scores_gemma":[0.99915504,0.000033173095,0.00016446931,0.00038305903,0.00016609719,0.00009817888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007552151,0.00022055468,0.000311687,0.00060867186,0.00031765833,0.00014191274,0.00044570805,0.00012942757,0.00008605451],"category_scores_gemma":[0.00009805862,0.00019545149,0.000031068506,0.0012171558,0.000502627,0.00050284254,0.00015263344,0.00026719167,0.00002114261],"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":[0.0000020932457,0.000025714817,0.11286605,0.000012396088,0.0000049181504,6.9946924e-7,0.0002739335,0.0000029679,0.86927295,0.0105226,0.00005834323,0.006957336],"study_design_scores_gemma":[0.0006905072,0.00016236413,0.0030000582,0.00010350631,0.000019367568,0.000020379737,0.0039942204,0.00037155146,0.9682614,0.017746883,0.005117283,0.00051244756],"about_ca_topic_score_codex":0.00021683905,"about_ca_topic_score_gemma":0.000034219618,"teacher_disagreement_score":0.10986599,"about_ca_system_score_codex":0.000050816383,"about_ca_system_score_gemma":0.0001239192,"threshold_uncertainty_score":0.797028},"labels":[],"label_agreement":null},{"id":"W2059364608","doi":"10.2478/s11532-008-0079-3","title":"Dependence of the magnetic properties of MnGaN epitaxial layers on external electrical field","year":2009,"lang":"en","type":"article","venue":"Open Chemistry","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Lakehead University","funders":"","keywords":"Condensed matter physics; Spintronics; Materials science; Fermi level; Electron; Band gap; Electronic band structure; Epitaxy; Antiferromagnetism; Spins; Magnetization; Magnetic field; Ferromagnetism; Physics; Layer (electronics); Nanotechnology","score_opus":0.014372806438281883,"score_gpt":0.24065916449928862,"score_spread":0.22628635806100675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059364608","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":[0.9888124,0.00004807791,0.000005098739,0.00012187495,0.00004347234,0.00011797053,0.000009361119,0.000002485561,0.010839252],"genre_scores_gemma":[0.9990546,0.0000012558295,0.000047739624,0.0000793519,0.000084298525,0.0000051861334,0.0000013482681,0.0000042603992,0.00072192156],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99944973,0.000015545469,0.00017602963,0.00012544387,0.000116673575,0.00011656219],"domain_scores_gemma":[0.999582,0.000016253478,0.00011574226,0.00022735281,0.000029545023,0.000029111665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006156409,0.00008364213,0.00014987464,0.000004364075,0.000033122946,0.00003150494,0.00048186193,0.000032739412,0.0007401621],"category_scores_gemma":[0.000009694347,0.0000557041,0.000058473262,0.000044411732,0.000025314293,0.00004133544,0.00005683872,0.00009039517,0.0000026571201],"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":[0.000046212863,0.000073849784,0.0012860029,0.000017765815,0.000007388731,2.8453675e-7,0.00003890946,0.0000047831945,0.9950575,0.00019486989,0.00014200278,0.0031304068],"study_design_scores_gemma":[0.00022820669,0.00007133185,0.00073036534,0.000096959986,0.000011827577,6.697315e-7,0.0000449371,0.000010665094,0.9981733,0.00044170258,0.00012291188,0.000067138935],"about_ca_topic_score_codex":0.00024814237,"about_ca_topic_score_gemma":6.5983045e-7,"teacher_disagreement_score":0.01024223,"about_ca_system_score_codex":0.0000061819496,"about_ca_system_score_gemma":0.00005753027,"threshold_uncertainty_score":0.8104256},"labels":[],"label_agreement":null},{"id":"W2059367048","doi":"10.1109/ted.2013.2283802","title":"Electrical Comparison of ${\\rm HfO}_{2}$ and ${\\rm ZrO}_{2}$ Gate Dielectrics on GaN","year":2013,"lang":"en","type":"article","venue":"IEEE Transactions on Electron Devices","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":24,"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 Alberta","funders":"","keywords":"Dielectric; Gate dielectric; Materials science; Capacitance; Optoelectronics; Analytical Chemistry (journal); Electrical engineering; Chemistry; Physical chemistry; Transistor; Organic chemistry; Engineering","score_opus":0.014839140432327666,"score_gpt":0.26890739990318646,"score_spread":0.2540682594708588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059367048","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":[0.991418,0.00021055271,0.0057449173,0.00018807688,0.00024923138,0.0005191466,0.000037666334,0.00008222596,0.0015501971],"genre_scores_gemma":[0.9990766,0.000040781022,0.00009912446,0.0001610603,0.00012324934,0.00010415638,0.00001565723,0.000047125097,0.00033225748],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979167,0.00010652734,0.00055598357,0.00047954137,0.00030660062,0.0006346457],"domain_scores_gemma":[0.9988643,0.00023185516,0.00027112456,0.00032913088,0.00012314193,0.00018047675],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013321881,0.00038006165,0.00057591236,0.00026197726,0.00022743412,0.00011667624,0.00023640032,0.00012037215,0.00079982285],"category_scores_gemma":[0.0000020968462,0.00033932706,0.00016105152,0.0004210941,0.00007193265,0.00024203736,0.0000015846415,0.00044789736,0.0001176328],"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":[0.0006068987,0.003476869,0.008063794,0.0002647775,0.00093512685,0.0000024939297,0.001131143,0.0041531497,0.8391828,0.005221667,0.002082623,0.1348787],"study_design_scores_gemma":[0.0008631099,0.0014445632,0.0019420309,0.00006067745,0.0001652684,0.0000021736844,0.0001744323,0.0035302301,0.9888236,0.0008013141,0.0016982955,0.0004943113],"about_ca_topic_score_codex":0.0006529499,"about_ca_topic_score_gemma":0.00007209715,"teacher_disagreement_score":0.14964083,"about_ca_system_score_codex":0.0000527046,"about_ca_system_score_gemma":0.000075543794,"threshold_uncertainty_score":0.9999059},"labels":[],"label_agreement":null},{"id":"W2059494118","doi":"10.1038/nnano.2014.308","title":"Ultralow-threshold electrically injected AlGaN nanowire ultraviolet lasers on Si operating at low temperature","year":2015,"lang":"en","type":"article","venue":"Nature Nanotechnology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":296,"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","funders":"","keywords":"Ultraviolet; Materials science; Laser; Optoelectronics; Substrate (aquarium); Semiconductor; Nanowire; Radiation; Optics; Physics","score_opus":0.007225035245697017,"score_gpt":0.2377259315798349,"score_spread":0.2305008963341379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059494118","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":[0.99596274,0.00024200518,0.0000098938535,0.0009999732,0.0008392655,0.00044392946,0.00013355662,0.000355761,0.0010128854],"genre_scores_gemma":[0.99674857,0.0000058283335,0.00036928625,0.0013314191,0.00036161486,0.00005322832,0.00037449578,0.00006907141,0.00068648625],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977302,0.000081958155,0.00041377434,0.0007248029,0.0003196083,0.00072968466],"domain_scores_gemma":[0.99866813,0.000076659126,0.00019233258,0.00062137784,0.00024192613,0.00019959452],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00020329599,0.00047335128,0.0005464558,0.00019110694,0.0002276123,0.000096110416,0.0005761288,0.0013710938,0.00019080241],"category_scores_gemma":[0.000102565784,0.00039494594,0.00014166276,0.00062374596,0.00010909173,0.00012356759,0.00006813405,0.0016794022,0.00013302159],"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":[0.00006475819,0.00010850604,0.0020630998,0.000013332612,0.000065092296,0.000020626723,0.000091586335,0.00008441397,0.9851958,0.0029661758,0.008523754,0.00080285117],"study_design_scores_gemma":[0.001410087,0.00036270704,0.00013089342,0.00007216409,0.000033614895,0.000010355852,0.00020300972,0.000038025453,0.98833877,0.00062132016,0.008302203,0.00047685296],"about_ca_topic_score_codex":0.00005695177,"about_ca_topic_score_gemma":0.000016557327,"teacher_disagreement_score":0.0031429627,"about_ca_system_score_codex":0.00015603454,"about_ca_system_score_gemma":0.00019361834,"threshold_uncertainty_score":0.9999253},"labels":[],"label_agreement":null},{"id":"W2059601899","doi":"10.1063/1.3478004","title":"Optical spectroscopy of cubic GaN in nanowires","year":2010,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":24,"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":"Wurtzite crystal structure; Exciton; Nanowire; Spectroscopy; Molecular beam epitaxy; Photoluminescence; Materials science; Homogeneous; Condensed matter physics; Molecular physics; Epitaxy; Optoelectronics; Chemistry; Nanotechnology; Physics; Zinc; Quantum mechanics","score_opus":0.007574986768860518,"score_gpt":0.22931874047728282,"score_spread":0.2217437537084223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059601899","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":[0.9923328,0.0000014526881,0.0004817986,0.0001563769,0.0002556456,0.00016735586,0.00001816562,0.000016407497,0.006569964],"genre_scores_gemma":[0.99811476,2.623158e-7,0.0010192681,0.00028394576,0.0004873126,0.000027972952,0.000035390098,0.000024029177,0.000007080735],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991283,0.000009698915,0.00023547243,0.00022672371,0.00012465357,0.00027514555],"domain_scores_gemma":[0.99950534,0.000045794804,0.000101105186,0.00028093767,0.00001265775,0.000054176006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000079062855,0.00016113523,0.0002646009,0.00003439578,0.000027389857,0.000028022749,0.00018837252,0.000033127613,0.0002218885],"category_scores_gemma":[7.965226e-7,0.00015594476,0.00007090922,0.000120447046,0.00009477485,0.00006140965,0.00002882848,0.00021147888,0.00004377101],"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":[0.000011538661,0.000086562184,0.0036068542,0.000011761819,0.0000180905,5.5838984e-7,0.00013472053,0.000044159122,0.93635726,0.058772624,0.0002597722,0.00069612684],"study_design_scores_gemma":[0.0004071854,0.000009004647,0.0014380415,0.000008282111,0.0000136360995,1.04307574e-7,0.000053057334,0.0000092061855,0.99492246,0.0026490863,0.00032885684,0.00016107557],"about_ca_topic_score_codex":0.00016181749,"about_ca_topic_score_gemma":0.0000068659792,"teacher_disagreement_score":0.05856523,"about_ca_system_score_codex":0.000007263616,"about_ca_system_score_gemma":0.00002453924,"threshold_uncertainty_score":0.6359243},"labels":[],"label_agreement":null},{"id":"W2059952234","doi":"10.1116/1.4874535","title":"Initial results for epitaxial growth of InN on gallium oxide and improved Migration-Enhanced Afterglow Epitaxy growth on gallium nitride","year":2014,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology B Nanotechnology and Microelectronics Materials Processing Measurement and Phenomena","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"Leibniz-Gemeinschaft; Lakehead University","keywords":"Epitaxy; Full width at half maximum; Materials science; Gallium; Gallium nitride; Scanning electron microscope; Optoelectronics; Wide-bandgap semiconductor; Nitride; Thin film; Analytical Chemistry (journal); Diffraction; Optics; Nanotechnology; Chemistry; Layer (electronics); Composite material; Metallurgy","score_opus":0.010787828924739364,"score_gpt":0.23680688559348004,"score_spread":0.22601905666874067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059952234","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":[0.99316436,0.000464775,0.0031298383,0.0024693904,0.00027535137,0.0003863747,0.000040813764,0.00004053591,0.000028554032],"genre_scores_gemma":[0.9980936,0.00017715327,0.0013744645,0.00015203991,0.00013323654,0.00003543288,0.0000052221544,0.000023021308,0.000005812167],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9975611,0.0000621448,0.00092918676,0.0005418093,0.00028805764,0.00061772065],"domain_scores_gemma":[0.9975313,0.00006950241,0.0012270893,0.00021703323,0.0008636075,0.00009145841],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024360975,0.00035383157,0.0007141515,0.00091520464,0.00041190154,0.00013639795,0.0004339731,0.00024447756,0.000003429504],"category_scores_gemma":[0.0002578052,0.0002906783,0.00005317834,0.00044589938,0.0008402938,0.00030452345,0.000099110206,0.00032885963,4.6566802e-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":[0.0008546651,0.00013023992,0.00013790182,0.00011777378,0.000049939943,4.2993634e-7,0.000126839,8.1372445e-7,0.9845436,0.0090041505,0.00002309066,0.005010536],"study_design_scores_gemma":[0.0023167795,0.0024686486,0.00014136317,0.00025140922,0.00008399783,0.000012878186,0.00014555301,0.000023338522,0.95916796,0.03486059,0.00025906743,0.00026844584],"about_ca_topic_score_codex":0.000020018475,"about_ca_topic_score_gemma":0.000009372264,"teacher_disagreement_score":0.025856437,"about_ca_system_score_codex":0.00008465463,"about_ca_system_score_gemma":0.00036048132,"threshold_uncertainty_score":0.9999545},"labels":[],"label_agreement":null},{"id":"W2060357197","doi":"10.1016/j.jcrysgro.2006.11.238","title":"GaN nanostructures and HFET structures selectively grown on silicon substrates by ammonia-MBE","year":2007,"lang":"en","type":"article","venue":"Journal of Crystal Growth","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Institute for Microstructural Sciences; National Research Council Canada","funders":"","keywords":"Materials science; Optoelectronics; Molecular beam epitaxy; Quantum dot; Substrate (aquarium); Silicon; Photoluminescence; Nitride; Nanotechnology; Metalorganic vapour phase epitaxy; Epitaxy; Gallium nitride; Chemical beam epitaxy; Layer (electronics)","score_opus":0.006603541749931211,"score_gpt":0.2329504082221142,"score_spread":0.226346866472183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060357197","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":[0.99791354,0.00020299731,0.00009435976,0.00007554031,0.00030180038,0.00009579465,0.000080526705,0.00001010344,0.0012253234],"genre_scores_gemma":[0.99909586,0.000008352305,0.00012937342,0.00010999572,0.00057076255,6.634078e-7,0.0000121127,0.000024985082,0.000047913923],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99870616,0.00004979221,0.00048011146,0.00018171642,0.0002629366,0.00031929213],"domain_scores_gemma":[0.99895746,0.00011152199,0.00048390165,0.00009026787,0.00016348834,0.00019335975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002813353,0.00024300544,0.000361562,0.0001225678,0.00010898604,0.00013873709,0.00016533707,0.000074813455,0.00017011212],"category_scores_gemma":[0.00001395399,0.00018227348,0.000111293,0.00009658043,0.0000790642,0.00024209429,0.000016957083,0.00026272066,9.916691e-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":[0.000275923,0.00006250092,0.02269005,0.00003175864,0.0001351649,0.000014056619,0.00030358662,0.000010521781,0.9687353,0.0047830534,0.002060924,0.00089717034],"study_design_scores_gemma":[0.0010132384,0.0004892115,0.059944283,0.000043310603,0.000057409703,0.000047597077,0.0005832119,0.0000020314662,0.9175113,0.018563692,0.0014913996,0.00025330423],"about_ca_topic_score_codex":0.00014767682,"about_ca_topic_score_gemma":0.0000116074925,"teacher_disagreement_score":0.051223982,"about_ca_system_score_codex":0.000025778618,"about_ca_system_score_gemma":0.000054050543,"threshold_uncertainty_score":0.74328965},"labels":[],"label_agreement":null},{"id":"W2060570713","doi":"10.1149/06407.0273ecst","title":"Characterization of GaN Switches for Solar Invertors","year":2014,"lang":"en","type":"article","venue":"ECS Transactions","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Sustainable Development Technology Canada","keywords":"Materials science; Optoelectronics; Capacitance; Wide-bandgap semiconductor; Solar cell; Voltage; Inverter; Gallium nitride; Switching time; Fast switching; Semiconductor; Switching frequency; Characterization (materials science); MOSFET; Electrical engineering; Electrode; Transistor; Nanotechnology; Engineering; Physics","score_opus":0.013042891420447148,"score_gpt":0.22444805565739062,"score_spread":0.21140516423694347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060570713","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":[0.7085234,0.0000010954359,0.29057613,0.000064421736,0.0002550482,0.00012417563,0.00012743342,0.000015270436,0.0003130394],"genre_scores_gemma":[0.9992255,9.2558224e-7,0.00025053057,0.0000249017,0.00014721391,0.000038057526,0.00010259378,0.000012900598,0.00019736934],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995931,0.000012912509,0.00015421839,0.00009781881,0.00004205535,0.00009988893],"domain_scores_gemma":[0.9997216,0.000024732237,0.000071944276,0.00010485257,0.00004236551,0.000034539316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006916681,0.000071263195,0.00012331526,0.000032948046,0.000072038674,0.000016207503,0.00005340741,0.000025186713,0.00043659698],"category_scores_gemma":[0.0000011323009,0.00006867095,0.00007901772,0.00004842784,0.000015424006,0.00010270175,7.686706e-7,0.00003030058,0.000007332541],"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":[0.0000062918984,0.000049368893,0.0005814164,0.000028085122,0.000028704857,4.4628896e-9,0.00017897651,0.000040371324,0.99536073,0.00073363277,0.000014286797,0.002978105],"study_design_scores_gemma":[0.00028872967,0.000036988404,0.0009551891,0.00001273945,0.000047989844,7.95636e-8,0.00007788488,0.00045370587,0.9806805,0.00073389086,0.016625449,0.00008685002],"about_ca_topic_score_codex":0.00006888819,"about_ca_topic_score_gemma":0.0000060690327,"teacher_disagreement_score":0.29070213,"about_ca_system_score_codex":0.00000421141,"about_ca_system_score_gemma":0.000017328115,"threshold_uncertainty_score":0.47804308},"labels":[],"label_agreement":null},{"id":"W2061052732","doi":"10.1109/antem.2010.5552565","title":"Gallium nitride hybrid microwave circuits for low-noise applications","year":2010,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"Communications Research Centre Canada; Université de Moncton","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Gallium nitride; Electronic circuit; Noise (video); Electronic engineering; Microwave; Materials science; Computer science; Wide-bandgap semiconductor; Optoelectronics; Electrical engineering; Nanotechnology; Engineering; Telecommunications; Artificial intelligence","score_opus":0.01083474512096636,"score_gpt":0.24326138765571198,"score_spread":0.23242664253474563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061052732","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":[0.94834155,0.000008867188,0.036073547,0.00012867476,0.00044309368,0.0008551031,0.00032181415,0.00006252725,0.013764804],"genre_scores_gemma":[0.9948968,5.525842e-7,0.0013566785,0.00017977276,0.00090299704,0.00041518288,0.00023984024,0.000025310559,0.0019828184],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99924046,0.0000068759377,0.00020672588,0.00024125447,0.000058240184,0.00024643776],"domain_scores_gemma":[0.9993464,0.000056853172,0.00008353571,0.00030903379,0.00010204233,0.00010216001],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000095973315,0.00013506567,0.00015901726,0.000033959892,0.00010372759,0.000082186845,0.00018127015,0.000028837901,0.0014850285],"category_scores_gemma":[0.0000028489108,0.00012215384,0.00010680942,0.00004642583,0.000028403907,0.000080030404,0.000022739914,0.00008864727,0.00018589076],"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":[0.000002438653,0.00006749505,0.0007250213,0.000021501824,0.000020851288,9.920036e-8,0.000013563449,0.0000012885553,0.97022384,0.021064172,0.0030978557,0.0047618714],"study_design_scores_gemma":[0.00039596172,0.000010836161,0.00014049005,0.0000044409803,0.000027798616,8.1672187e-7,0.000048438196,0.000031312255,0.890248,0.009933912,0.09897087,0.00018714268],"about_ca_topic_score_codex":0.00011212183,"about_ca_topic_score_gemma":0.000014827729,"teacher_disagreement_score":0.09587301,"about_ca_system_score_codex":0.0000050549115,"about_ca_system_score_gemma":0.000054881977,"threshold_uncertainty_score":0.99942774},"labels":[],"label_agreement":null},{"id":"W2061080367","doi":"10.1063/1.2193469","title":"Potential performance of indium-nitride-based devices","year":2006,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":96,"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":"Indium; Indium nitride; Nitride; Optoelectronics; Materials science; Wurtzite crystal structure; Electric field; Wide-bandgap semiconductor; Engineering physics; Nanotechnology; Physics; Metallurgy; Quantum mechanics","score_opus":0.006195254002516786,"score_gpt":0.1955664004313228,"score_spread":0.18937114642880604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061080367","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":[0.9955472,0.0000061532364,0.0018691792,0.000067431014,0.0001650661,0.00020347546,0.000075389704,0.000033622862,0.0020324814],"genre_scores_gemma":[0.9980184,1.3110052e-7,0.00045873402,0.00046783313,0.00077838934,0.000033142278,0.00020016808,0.000030231844,0.000012997358],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989434,0.000016087404,0.00030388232,0.00024228338,0.00020432445,0.00029001347],"domain_scores_gemma":[0.99937326,0.000029333038,0.0002607585,0.0002631668,0.00003499452,0.000038473336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007563416,0.0002107526,0.00027395212,0.000043038057,0.000083650026,0.00004259482,0.00020996106,0.000031033378,0.00017830214],"category_scores_gemma":[1.6590958e-7,0.00020534128,0.00010937402,0.00015212504,0.00007662931,0.00009873973,0.000028440609,0.000099416764,0.000047165096],"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":[0.00002739548,0.00009804941,0.0122507475,0.000061218736,0.0000343608,4.4150192e-7,0.000021218964,0.008721697,0.9728063,0.0045414525,0.0005299637,0.0009071784],"study_design_scores_gemma":[0.0008662308,0.00002036817,0.008722105,0.000021264847,0.000066563625,1.07374404e-7,0.000029141429,0.00021802711,0.98871636,0.00042545045,0.0006185337,0.000295819],"about_ca_topic_score_codex":0.00033400298,"about_ca_topic_score_gemma":0.0000010951414,"teacher_disagreement_score":0.015910113,"about_ca_system_score_codex":0.000012485511,"about_ca_system_score_gemma":0.00003742419,"threshold_uncertainty_score":0.8373574},"labels":[],"label_agreement":null},{"id":"W2061903336","doi":"10.1016/j.microrel.2011.11.022","title":"Study of the breakdown failure mechanisms for power AlGaN/GaN HEMTs implemented using a RF compatible process","year":2011,"lang":"en","type":"article","venue":"Microelectronics Reliability","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"China Scholarship Council; CMC Microsystems","keywords":"Materials science; Process (computing); Optoelectronics; Power (physics); Electronic engineering; Electrical engineering; Computer science; Engineering; Physics; Operating system","score_opus":0.02452944365724568,"score_gpt":0.28006297632099025,"score_spread":0.25553353266374457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061903336","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":[0.99584496,0.000015245792,0.0016358295,0.00002608398,0.00015406293,0.0019714208,0.00019192757,0.000021549862,0.00013891034],"genre_scores_gemma":[0.99908185,1.9616932e-7,0.0006842842,0.000028457303,0.000026915033,0.00009726267,0.000027529835,0.000034716923,0.000018790432],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998231,0.00009740968,0.0005353501,0.000442443,0.0001714954,0.00052228634],"domain_scores_gemma":[0.9985851,0.00004600432,0.00036387672,0.00065128185,0.00029303404,0.00006067332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043200215,0.00026090856,0.0004084863,0.000037439066,0.00021287508,0.0000331638,0.00045523475,0.000055599856,0.00048615612],"category_scores_gemma":[0.0000104047795,0.0001933183,0.00017461008,0.00021746334,0.00004944179,0.00010275285,0.00008542374,0.00015837309,0.0000019374368],"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":[0.000158237,0.0022272412,0.03958909,0.00016081631,0.00024135274,1.8747392e-7,0.004987902,0.00009748654,0.94955194,0.0027282808,0.00013712837,0.00012034464],"study_design_scores_gemma":[0.0016992355,0.00069586124,0.0014950366,0.000029500305,0.00017331302,0.0000013995867,0.0041398024,0.00019783908,0.97774386,0.013099706,0.00042913694,0.00029531273],"about_ca_topic_score_codex":0.0015826462,"about_ca_topic_score_gemma":0.00028065286,"teacher_disagreement_score":0.03809405,"about_ca_system_score_codex":0.00008117002,"about_ca_system_score_gemma":0.00024252017,"threshold_uncertainty_score":0.7883291},"labels":[],"label_agreement":null},{"id":"W2061991962","doi":"10.1063/1.3499663","title":"Response to “Comment on ‘Carrier recombination near threading dislocations in GaN epilayers by low voltage cathodoluminescence’” [Appl. Phys. Lett. 97, 166101 (2010)]","year":2010,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Université de Sherbrooke","funders":"","keywords":"Cathodoluminescence; Recombination; Materials science; Condensed matter physics; Wide-bandgap semiconductor; Optoelectronics; Physics; Chemistry; Luminescence; Gene","score_opus":0.014220360561644163,"score_gpt":0.2431952119772777,"score_spread":0.22897485141563353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061991962","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":[0.9860818,0.0000014059066,0.0035656309,0.008063773,0.0007450347,0.00081858406,0.00016894795,0.000054790686,0.00050006836],"genre_scores_gemma":[0.9888307,3.402237e-7,0.00052388647,0.009392944,0.00035115285,0.00036383257,0.00034289516,0.00007097648,0.00012330075],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981025,0.00008699408,0.00039993628,0.000615284,0.00025407266,0.0005411977],"domain_scores_gemma":[0.998682,0.0002355657,0.00019884527,0.0006524815,0.000043904278,0.00018715765],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005103133,0.0003784767,0.00036308207,0.00009485976,0.00024106319,0.00020557689,0.00037615802,0.000072779614,0.00019516202],"category_scores_gemma":[0.000011788419,0.00040208898,0.0001015636,0.00031738568,0.00009042458,0.00017850669,0.00005700932,0.00041432437,0.00023198151],"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":[0.00015461944,0.00025132645,0.00072523113,0.000013553314,0.000025328203,7.549284e-7,0.0011834695,0.0004401388,0.965051,0.0049124374,0.024127012,0.0031151318],"study_design_scores_gemma":[0.0017781098,0.00009487617,0.001605869,0.00008128396,0.000044107222,2.2160351e-7,0.0004991324,0.00017584971,0.94655305,0.002067386,0.046094768,0.0010053416],"about_ca_topic_score_codex":0.00067774334,"about_ca_topic_score_gemma":0.000011519701,"teacher_disagreement_score":0.021967756,"about_ca_system_score_codex":0.00009291986,"about_ca_system_score_gemma":0.000056110595,"threshold_uncertainty_score":0.9998431},"labels":[],"label_agreement":null},{"id":"W2062523983","doi":"10.4028/www.scientific.net/msf.338-342.1647","title":"Characterization of AlGaN/GaN HEMT Devices Grown by MBE","year":2000,"lang":"en","type":"article","venue":"Materials science forum","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Nortel (Canada)","funders":"","keywords":"High-electron-mobility transistor; Materials science; Optoelectronics; Characterization (materials science); Nanotechnology; Transistor; Electrical engineering; Voltage","score_opus":0.007159542932834357,"score_gpt":0.22574687731281196,"score_spread":0.2185873343799776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062523983","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":[0.99682784,0.000007128264,0.000046290443,0.00017243954,0.00052464555,0.00019799583,0.00053407496,0.000031336313,0.0016582522],"genre_scores_gemma":[0.99891907,0.0000035333333,0.0000661971,0.00014846148,0.00013348048,0.000018729428,0.00021366766,0.000015384352,0.00048145145],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985739,0.000033668563,0.00038960605,0.00032009298,0.00025454376,0.00042818932],"domain_scores_gemma":[0.9993491,0.000009455821,0.00021207516,0.00026588212,0.000070862545,0.00009262646],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003525614,0.00016510523,0.00027257658,0.00006203173,0.0001890194,0.0002287201,0.00041138654,0.000033275654,0.012599899],"category_scores_gemma":[0.0000027765002,0.00014114149,0.000039429484,0.00024145022,0.00021598495,0.0006481442,0.000042066542,0.00002652025,0.0001453862],"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":[0.0000126027135,0.000044957545,0.0014928,0.000017330143,0.0000051547445,1.506913e-7,0.000093902185,0.0000012345766,0.9958875,0.0008058156,0.0001569196,0.0014815943],"study_design_scores_gemma":[0.00018502885,0.000042838434,0.0019300028,0.000028018558,0.000009788561,6.0835066e-7,0.000097890035,0.000008199072,0.9883503,0.00032357065,0.008862029,0.00016173179],"about_ca_topic_score_codex":0.00044819005,"about_ca_topic_score_gemma":0.0000025387446,"teacher_disagreement_score":0.0124545125,"about_ca_system_score_codex":0.00001389029,"about_ca_system_score_gemma":0.00007020648,"threshold_uncertainty_score":0.9883027},"labels":[],"label_agreement":null},{"id":"W2062928009","doi":"10.1116/1.2172921","title":"Self-heating and the temperature dependence of the dc characteristics of GaN heterostructure field effect transistors","year":2006,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Transconductance; Materials science; Sapphire; Heterojunction; Optoelectronics; Transistor; Field-effect transistor; Power (physics); Voltage; Electrical engineering; Optics; Physics","score_opus":0.0026205253483077,"score_gpt":0.20401315190095035,"score_spread":0.20139262655264265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062928009","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":[0.99824023,0.000564868,0.000019304454,0.00061261706,0.0003188665,0.0001696804,0.000026930065,0.000007773641,0.00003969949],"genre_scores_gemma":[0.9994196,0.000037707257,0.0004512418,0.000027631297,0.00004292467,0.000001919346,4.6706938e-7,0.0000064135093,0.000012083853],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99881274,0.00006237109,0.00050063326,0.00017205482,0.00023872178,0.00021349831],"domain_scores_gemma":[0.9987185,0.00015661378,0.00070731575,0.00022036057,0.00016057756,0.000036603138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007636185,0.00016357623,0.00046011037,0.00013125491,0.00026763993,0.00005802288,0.00049296697,0.00011835379,0.000018164852],"category_scores_gemma":[0.000025839445,0.00008156111,0.00010327715,0.00043820898,0.0007629614,0.00017211518,0.00007564373,0.00035864476,8.2341515e-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":[0.000052959207,0.000025026276,0.12963262,0.00006482979,0.00003279919,0.000001119049,0.00033145642,0.0000135881255,0.86779964,0.0016862215,0.000018987734,0.0003407761],"study_design_scores_gemma":[0.0011344424,0.00037815978,0.04279719,0.00018025593,0.00014406731,0.00006717675,0.00080136704,0.00019712206,0.95151055,0.002538459,0.00009926231,0.00015193022],"about_ca_topic_score_codex":0.00008362032,"about_ca_topic_score_gemma":0.0000053042877,"teacher_disagreement_score":0.08683543,"about_ca_system_score_codex":0.0000074402906,"about_ca_system_score_gemma":0.00008508761,"threshold_uncertainty_score":0.33259657},"labels":[],"label_agreement":null},{"id":"W2064860379","doi":"10.1116/1.3292560","title":"Optimization of the structural and optical quality of InN nanowires on Si(111) by molecular beam epitaxy","year":2010,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology B Nanotechnology and Microelectronics Materials Processing Measurement and Phenomena","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":9,"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":"Molecular beam epitaxy; Nanowire; Materials science; Seeding; Optoelectronics; Layer (electronics); Epitaxy; Nanotechnology","score_opus":0.009234332919331264,"score_gpt":0.2436932001842101,"score_spread":0.23445886726487883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064860379","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":[0.99662143,0.0012199826,0.0005743907,0.0011763581,0.00019856723,0.00016647235,0.000015514926,0.000013355562,0.000013899195],"genre_scores_gemma":[0.99875075,0.00006943823,0.001098837,0.000044458255,0.000019165383,0.000004130461,9.5331376e-7,0.000010163668,0.0000020894533],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984396,0.000040465842,0.0006468607,0.0002679517,0.00028354442,0.00032159302],"domain_scores_gemma":[0.99836254,0.000022329603,0.000961009,0.00020873493,0.0003993627,0.00004603544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014880857,0.00019387643,0.00046968856,0.00032191176,0.00025435377,0.000060886727,0.00041924426,0.0001788856,0.000011433765],"category_scores_gemma":[0.0000940254,0.00013365089,0.000033313525,0.0003962723,0.0015538922,0.0001810561,0.00014395129,0.0003410522,6.104141e-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":[0.00006658898,0.00005135368,0.0007112591,0.000054494656,0.000030019266,1.6933885e-7,0.00005887259,0.0000080824575,0.9810864,0.012118996,0.0000035322007,0.005810233],"study_design_scores_gemma":[0.0005059646,0.00039666198,0.00016972146,0.00009363859,0.000048180624,0.000017279233,0.000131728,0.000016870383,0.9882781,0.010134719,0.00007905022,0.00012809418],"about_ca_topic_score_codex":0.000010601297,"about_ca_topic_score_gemma":0.0000020226657,"teacher_disagreement_score":0.0071916925,"about_ca_system_score_codex":0.000027560442,"about_ca_system_score_gemma":0.00028026945,"threshold_uncertainty_score":0.572538},"labels":[],"label_agreement":null},{"id":"W2064885409","doi":"10.1051/epjap:2001145","title":"Pulsed laser deposition of c-axis oriented aluminum nitride thin films on silicon","year":2001,"lang":"en","type":"article","venue":"The European Physical Journal Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Institut National de la Recherche Scientifique","funders":"","keywords":"Materials science; Excimer laser; Thin film; Pulsed laser deposition; Substrate (aquarium); X-ray photoelectron spectroscopy; Silicon; Laser; Silicon nitride; Nitride; Transmission electron microscopy; Analytical Chemistry (journal); Optoelectronics; Optics; Nanotechnology; Layer (electronics); Chemistry; Nuclear magnetic resonance","score_opus":0.012794873081004977,"score_gpt":0.23065335840207746,"score_spread":0.2178584853210725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064885409","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":[0.93087363,0.0000045731203,0.00066698715,0.00005401502,0.00021483308,0.00023018944,0.000050920244,0.000034399534,0.067870446],"genre_scores_gemma":[0.9960061,0.000004122158,0.000055312586,0.00017614554,0.0034751017,0.000007278661,0.00006521815,0.00006729911,0.00014345579],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982734,0.00028261612,0.00042905667,0.00026461043,0.00038210006,0.00036827382],"domain_scores_gemma":[0.9987171,0.0001438585,0.0004640152,0.00041973268,0.0001094368,0.0001458011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034079427,0.0003131248,0.00039131963,0.000033552842,0.00026837026,0.00009909901,0.0004229108,0.00002117824,0.00010016999],"category_scores_gemma":[0.0000037500613,0.00021241684,0.00026666353,0.0002570794,0.00011263219,0.00012849476,0.00008273789,0.0004757789,0.00023829729],"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":[0.0003351331,0.0010437832,0.00014039743,0.000018594987,0.00022083249,0.000013632667,0.00096411275,0.0051178494,0.9492057,0.013819566,0.002267434,0.02685294],"study_design_scores_gemma":[0.0023907335,0.00035373087,0.0009119923,0.0001303663,0.00025095616,0.000011975243,0.0008602173,0.0007285706,0.95609814,0.035695452,0.0019657253,0.0006021305],"about_ca_topic_score_codex":0.00002768807,"about_ca_topic_score_gemma":2.4459314e-7,"teacher_disagreement_score":0.06772699,"about_ca_system_score_codex":0.000020124886,"about_ca_system_score_gemma":0.000035054018,"threshold_uncertainty_score":0.86621076},"labels":[],"label_agreement":null},{"id":"W2065786410","doi":"10.1063/1.3394009","title":"Abnormal pressure-induced structural transformations of gallium nitride nanowires","year":2010,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Nanowire; Wurtzite crystal structure; Nanocrystalline material; Gallium nitride; Materials science; Diffraction; Synchrotron; Compression (physics); Gallium; Nitride; Wide-bandgap semiconductor; X-ray crystallography; Crystallography; Condensed matter physics; Nanotechnology; Optoelectronics; Chemistry; Composite material; Metallurgy; Zinc; Optics","score_opus":0.00878858949077033,"score_gpt":0.2232809837710408,"score_spread":0.21449239428027048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065786410","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":[0.99585766,0.0000024394478,0.0005972029,0.00013417771,0.00044317066,0.00029431604,0.00015203992,0.00003650779,0.0024824692],"genre_scores_gemma":[0.99851876,2.10966e-7,0.000384763,0.00025843276,0.00062388356,0.000043246335,0.00013206719,0.000026499765,0.000012138042],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990007,0.000014569305,0.00031511832,0.00019840796,0.00018180918,0.00028935482],"domain_scores_gemma":[0.99935424,0.00004125451,0.00018243579,0.00030699658,0.000042185344,0.00007287576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006963384,0.00021170832,0.0002714664,0.00003465166,0.000109743734,0.000050204522,0.00025180652,0.000044226897,0.0003037062],"category_scores_gemma":[6.749835e-7,0.00019659808,0.00012212782,0.00010908888,0.00006546079,0.00020453919,0.000025053903,0.00023141949,0.000022639686],"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":[0.000014083994,0.000027498694,0.0008392661,0.000035004807,0.00009182655,1.3904145e-7,0.00046083858,0.00027194188,0.97076905,0.026001181,0.0003147103,0.0011744552],"study_design_scores_gemma":[0.00054323213,0.000010351944,0.0014662936,0.0000067926185,0.00008487985,3.3600242e-7,0.0000898094,0.00007090125,0.9949008,0.0015162983,0.00106009,0.00025016928],"about_ca_topic_score_codex":0.0003019756,"about_ca_topic_score_gemma":0.0000050448207,"teacher_disagreement_score":0.024484884,"about_ca_system_score_codex":0.0000038381504,"about_ca_system_score_gemma":0.000035451187,"threshold_uncertainty_score":0.8017037},"labels":[],"label_agreement":null},{"id":"W2065935270","doi":"10.1088/0268-1242/20/8/030","title":"High power blue–violet InGaN laser diodes grown on bulk GaN substrates by plasma-assisted molecular beam epitaxy","year":2005,"lang":"en","type":"article","venue":"Semiconductor Science and Technology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Molecular beam epitaxy; Optoelectronics; Diode; Materials science; Laser; Plasma; Blue laser; Nitride; Quantum well; Duty cycle; Power density; Current density; Epitaxy; Optics; Voltage; Power (physics); Nanotechnology; Physics","score_opus":0.007474900374531633,"score_gpt":0.22587049129950842,"score_spread":0.2183955909249768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065935270","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":[0.99704456,0.00014264436,0.0000069242824,0.0014359303,0.00033172008,0.00024173746,0.00014079841,0.00017817935,0.00047747322],"genre_scores_gemma":[0.9990679,0.00000967627,0.00024220519,0.00033754282,0.00009113209,0.000037464666,0.000044549655,0.000030492829,0.00013905455],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99770457,0.000025942036,0.0003755595,0.00082480884,0.00032730857,0.0007418166],"domain_scores_gemma":[0.9988214,0.00004518832,0.00020062987,0.0005501919,0.00019633127,0.00018627194],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033299203,0.00036701286,0.0004076422,0.00039510906,0.000338847,0.00019985077,0.00066939334,0.00018834863,0.0003280294],"category_scores_gemma":[0.0000402978,0.0003162349,0.00005577285,0.00079734885,0.0010535036,0.00043459708,0.00012522493,0.00031750902,0.000074800584],"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":[0.000008121794,0.00011806718,0.0016193561,0.0000060274215,0.000028385815,0.0000040825703,0.0000871815,0.000009568024,0.98471695,0.010108101,0.0006684388,0.0026256926],"study_design_scores_gemma":[0.0005338332,0.00018828896,0.0001797615,0.000035608293,0.000023772478,0.000009349049,0.0005987547,0.000019071611,0.9905635,0.00167912,0.0057886327,0.0003803162],"about_ca_topic_score_codex":0.00015330696,"about_ca_topic_score_gemma":0.000009370562,"teacher_disagreement_score":0.008428981,"about_ca_system_score_codex":0.000061306884,"about_ca_system_score_gemma":0.0001533918,"threshold_uncertainty_score":0.99992895},"labels":[],"label_agreement":null},{"id":"W2066733751","doi":"10.1088/0957-4484/23/41/415706","title":"Observation of phonon sideband emission in intrinsic InN nanowires: a photoluminescence and micro-Raman scattering study","year":2012,"lang":"en","type":"article","venue":"Nanotechnology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":14,"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":"Phonon; Photoluminescence; Materials science; Raman scattering; Laser linewidth; Nanowire; Sideband; Raman spectroscopy; Condensed matter physics; Phonon scattering; Scattering; Optoelectronics; Optics; Physics; Microwave; Laser","score_opus":0.01744946866452156,"score_gpt":0.2531914796691189,"score_spread":0.23574201100459735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066733751","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":[0.9991672,0.00013674868,0.000022201888,0.0001257695,0.00017178585,0.00032628272,0.0000060132083,0.000028209764,0.000015769949],"genre_scores_gemma":[0.9996421,0.0000065427016,0.00019792446,0.000041805855,0.00003805107,0.000033395816,0.000008376315,0.000012485737,0.000019354497],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99915254,0.00003668389,0.00030531312,0.00019963691,0.00006226965,0.00024357927],"domain_scores_gemma":[0.9995404,0.000029974064,0.00015226143,0.00021336206,0.000030171566,0.000033841825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018316614,0.00013037134,0.00026443443,0.00015497828,0.000037960504,0.000012606004,0.0001211902,0.000089281326,0.000043253494],"category_scores_gemma":[0.000013419411,0.00012219693,0.000020558706,0.00021457035,0.00006250407,0.0001475813,0.00010019194,0.00011174484,0.000003332713],"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":[0.000011230884,0.00012471726,0.4104561,0.000017653023,0.000006285933,3.8362288e-7,0.00031146922,1.941642e-7,0.5847363,0.000042256408,0.000014473078,0.0042789173],"study_design_scores_gemma":[0.0007864897,0.000092022434,0.045045648,0.00007574135,0.00001322535,0.0000017505829,0.0009952787,0.00000966039,0.95199895,0.00012999434,0.00071401667,0.00013723307],"about_ca_topic_score_codex":0.00091373856,"about_ca_topic_score_gemma":0.000024989055,"teacher_disagreement_score":0.36726263,"about_ca_system_score_codex":0.000018671288,"about_ca_system_score_gemma":0.000018638175,"threshold_uncertainty_score":0.49830458},"labels":[],"label_agreement":null},{"id":"W2069231649","doi":"10.1016/j.sse.2014.08.001","title":"Alternative isolation-feature geometries and polarization-engineering of polar AlGaN/GaN HFETs","year":2014,"lang":"en","type":"article","venue":"Solid-State Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Polar; Polarization (electrochemistry); Isolation (microbiology); Optoelectronics; Materials science; Wide-bandgap semiconductor; Feature (linguistics); Computer science; Physics; Chemistry; Biology; Astronomy; Bioinformatics","score_opus":0.004267138411887301,"score_gpt":0.22159938944665195,"score_spread":0.21733225103476464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069231649","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":[0.97116405,0.00043096958,0.027556341,0.00009976099,0.00017566174,0.00015999141,0.00012542673,0.000033398417,0.00025439903],"genre_scores_gemma":[0.9989923,0.000033275977,0.0003936296,0.000040543975,0.00015423079,0.0000055156365,0.00015019723,0.0000328369,0.00019745048],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990367,0.000031264466,0.00023585123,0.00021865524,0.00013317441,0.00034433283],"domain_scores_gemma":[0.9993755,0.000078525656,0.0001826346,0.00017624405,0.00011177457,0.00007529854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017043993,0.00019057207,0.00027304672,0.00012461895,0.000082827304,0.000064169784,0.0001225431,0.00004865935,0.000058241552],"category_scores_gemma":[0.000021572743,0.00018566375,0.00005347441,0.0002093913,0.00003091865,0.0001959461,0.00002996394,0.00016870478,0.0000046754435],"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":[0.000041952953,0.00008886972,0.035060298,0.000138887,0.00039928156,6.530273e-7,0.0012160077,0.00616543,0.8852848,0.06888029,0.00015950168,0.0025640184],"study_design_scores_gemma":[0.0016769082,0.00044439416,0.006785712,0.0000949294,0.00013059654,0.0000036181555,0.00018236872,0.032889694,0.90466166,0.026033059,0.026227195,0.00086989265],"about_ca_topic_score_codex":0.00015798381,"about_ca_topic_score_gemma":0.000014049753,"teacher_disagreement_score":0.042847235,"about_ca_system_score_codex":0.000019511614,"about_ca_system_score_gemma":0.00006159073,"threshold_uncertainty_score":0.7571148},"labels":[],"label_agreement":null},{"id":"W2070761534","doi":"10.1007/s10854-009-9896-1","title":"The sensitivity of the electron transport within bulk wurtzite indium nitride to variations in the crystal temperature, the doping concentration, and the non-parabolicity coefficient: an updated Monte Carlo analysis","year":2009,"lang":"en","type":"article","venue":"Journal of Materials Science Materials in Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor; University of British Columbia","funders":"Office of Naval Research; Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Wurtzite crystal structure; Monte Carlo method; Condensed matter physics; Indium nitride; Indium; Doping; Electron; Crystal (programming language); Materials science; Chemistry; Gallium nitride; Computational physics; Physics; Nanotechnology; Crystallography; Mathematics; Statistics; Optoelectronics; Quantum mechanics","score_opus":0.00458843587701866,"score_gpt":0.23935829128003827,"score_spread":0.23476985540301962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070761534","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":[0.996868,0.00006979603,0.00009778001,0.0015120446,0.00053820264,0.0007924025,0.000106170046,0.0000041913713,0.00001139689],"genre_scores_gemma":[0.9993052,0.000032792606,0.000032310498,0.00036732122,0.00022423497,0.000014665654,0.00001037729,0.000009531541,0.000003560975],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9960131,0.0013236727,0.0012009726,0.00026824384,0.0006198617,0.0005741394],"domain_scores_gemma":[0.9977761,0.00025089207,0.0010972078,0.0005023561,0.00031138145,0.00006204434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012759055,0.00024745567,0.0006025668,0.00011743656,0.0007213552,0.00074101647,0.0009891532,0.000060990078,0.000014384365],"category_scores_gemma":[0.00010247904,0.000104439685,0.000103094586,0.0013901999,0.00043617995,0.0003670526,0.000048460126,0.0002793268,3.0334962e-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":[0.00030920576,0.000075362484,0.0011024389,0.000004256166,0.00005365602,0.0000011184572,0.0030458828,0.012292405,0.97645766,0.00663631,0.0000066902853,0.000015016969],"study_design_scores_gemma":[0.0008681938,0.00016588846,0.036769673,0.000042118056,0.00023242102,0.000017627555,0.00080093346,0.0005165595,0.95869964,0.0016677764,0.000056993846,0.0001621807],"about_ca_topic_score_codex":0.0011792883,"about_ca_topic_score_gemma":0.0006153791,"teacher_disagreement_score":0.035667233,"about_ca_system_score_codex":0.00009968479,"about_ca_system_score_gemma":0.00060188776,"threshold_uncertainty_score":0.7145639},"labels":[],"label_agreement":null},{"id":"W2070761578","doi":"10.1063/1.3674984","title":"Structure and chemistry of the Si(111)/AlN interface","year":2012,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Brockhouse Institute for Materials Research","funders":"Engineering and Physical Sciences Research Council","keywords":"Epitaxy; Amorphous solid; Materials science; Crystallography; Chemical physics; Chemistry; Nanotechnology; Layer (electronics)","score_opus":0.006935047139650195,"score_gpt":0.20879076483322093,"score_spread":0.20185571769357072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070761578","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":[0.99812806,0.000021618864,0.00020558354,0.00011438495,0.00016684829,0.00012217181,0.000067856505,0.000009469027,0.0011640302],"genre_scores_gemma":[0.99896944,2.9495848e-7,0.000085405176,0.00035131475,0.0005301064,0.000007651487,0.000016171216,0.000017528808,0.00002211158],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99942255,0.000010934053,0.00013328613,0.00013096417,0.00009353359,0.00020872966],"domain_scores_gemma":[0.99953014,0.00002372246,0.00013245846,0.00025501935,0.000010650085,0.00004803262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003850935,0.00014328586,0.00016320507,0.000004316558,0.000052619256,0.000021240616,0.000156573,0.000025902573,0.00017555055],"category_scores_gemma":[4.397092e-7,0.00010493921,0.000050367227,0.000058550588,0.00008520777,0.00006536433,0.0000859504,0.00011289107,0.000004491246],"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":[0.00000507161,0.000020122072,0.0049523744,0.000036208796,0.000040084695,1.3053309e-8,0.0003671255,0.000041309042,0.99034303,0.0030163208,0.0005248158,0.00065352186],"study_design_scores_gemma":[0.0002007491,0.0000017897551,0.0011535018,0.000010885498,0.00003381289,2.1702375e-7,0.00013995082,0.0000028822894,0.99663925,0.0005591116,0.0011332534,0.00012458011],"about_ca_topic_score_codex":0.00003589397,"about_ca_topic_score_gemma":1.10193696e-7,"teacher_disagreement_score":0.0062962333,"about_ca_system_score_codex":0.000007433244,"about_ca_system_score_gemma":0.000008646108,"threshold_uncertainty_score":0.42792967},"labels":[],"label_agreement":null},{"id":"W2072033548","doi":"10.1364/oe.19.025528","title":"Optical performance of top-down fabricated InGaN/GaN nanorod light emitting diode arrays","year":2011,"lang":"en","type":"article","venue":"Optics Express","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":195,"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":"Nanorod; Materials science; Light-emitting diode; Optoelectronics; Photoluminescence; Diode; Planar; Fabrication; Gallium nitride; Optics; Indium gallium nitride; Quantum-confined Stark effect; Wide-bandgap semiconductor; Plasma etching; Etching (microfabrication); Piezoelectricity; Quantum well; Nanotechnology; Laser; Composite material","score_opus":0.018086983605809962,"score_gpt":0.22383173689546865,"score_spread":0.2057447532896587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072033548","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":[0.97481024,0.000025816755,0.0006027766,0.0000147524315,0.00029648974,0.00014874713,0.0000371745,0.000037689744,0.024026306],"genre_scores_gemma":[0.99423856,0.0000042021825,0.005188723,0.000017582728,0.0002231969,0.000020223697,0.000032621243,0.000031381875,0.00024354158],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987417,0.000029444234,0.0004254779,0.00028030825,0.00016330427,0.00035980018],"domain_scores_gemma":[0.9990839,0.000036681766,0.0002233346,0.00042025084,0.000119795615,0.00011606514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015898932,0.0002095243,0.00032491595,0.00004119189,0.00009422575,0.00004265076,0.00033150805,0.00007026522,0.00042790445],"category_scores_gemma":[0.000008154964,0.0001876924,0.00009260526,0.00010429127,0.00006206604,0.00017580931,0.00008727217,0.00013927603,0.000034924575],"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":[0.000033813645,0.00024282301,0.027832856,0.0000910974,0.00008330102,0.0000019745648,0.0020927172,0.00005193511,0.963943,0.0046084933,0.00010614488,0.0009118401],"study_design_scores_gemma":[0.00033726852,0.000082796,0.0011750717,0.000089418405,0.00005771513,0.0000010459842,0.00043584505,0.0004524278,0.99640685,0.00016303224,0.0005554815,0.00024301792],"about_ca_topic_score_codex":0.00008435808,"about_ca_topic_score_gemma":4.652974e-7,"teacher_disagreement_score":0.032463875,"about_ca_system_score_codex":0.000009589796,"about_ca_system_score_gemma":0.00004046535,"threshold_uncertainty_score":0.7653874},"labels":[],"label_agreement":null},{"id":"W2072700646","doi":"10.1063/1.1884745","title":"Effect of template morphology on the efficiency of InGaN∕GaN quantum wells and light-emitting diodes grown by molecular-beam epitaxy","year":2005,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Institute for Microstructural Sciences","funders":"","keywords":"Molecular beam epitaxy; Optoelectronics; Quantum well; Materials science; Indium; Sapphire; Metalorganic vapour phase epitaxy; Chemical vapor deposition; Indium nitride; Epitaxy; Diode; Indium gallium nitride; Light-emitting diode; Surface roughness; Photoluminescence; Wide-bandgap semiconductor; Gallium nitride; Nanotechnology; Optics; Laser; Layer (electronics); Composite material","score_opus":0.005363189379415328,"score_gpt":0.21371371832861188,"score_spread":0.20835052894919656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072700646","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":[0.99795926,0.000029198518,0.0004985799,0.0004598141,0.000066990695,0.00034948735,0.00005006623,0.000013469974,0.0005731448],"genre_scores_gemma":[0.9990749,0.0000013965257,0.000039012466,0.00064893323,0.00013936487,0.000033830853,0.000029295716,0.000029866975,0.000003418807],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99887055,0.000081342274,0.00032248508,0.0002891411,0.00015466803,0.0002818166],"domain_scores_gemma":[0.9989843,0.00032127844,0.00032515847,0.0003085683,0.000016650003,0.000044038254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031184434,0.00024566488,0.00040416943,0.00002998536,0.00008483295,0.000024393345,0.00021940704,0.000040710212,0.00002842053],"category_scores_gemma":[0.0000032414237,0.00017691017,0.00009828093,0.00011365525,0.00013511295,0.000046654757,0.000048959824,0.0001535764,0.000012058756],"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":[0.00003229693,0.00006714457,0.00043616418,0.00005401871,0.00006962768,4.163819e-7,0.00028449605,0.0002834266,0.98866713,0.008242186,0.00067965715,0.0011834408],"study_design_scores_gemma":[0.00048339192,0.0001051608,0.00003065693,0.00003360788,0.000056074692,2.8505968e-7,0.00005710046,0.000038901868,0.9985159,0.00023150015,0.0002825774,0.00016481416],"about_ca_topic_score_codex":0.000090769514,"about_ca_topic_score_gemma":9.90146e-8,"teacher_disagreement_score":0.009848804,"about_ca_system_score_codex":0.00000909762,"about_ca_system_score_gemma":0.000008558652,"threshold_uncertainty_score":0.72141874},"labels":[],"label_agreement":null},{"id":"W2072836097","doi":"10.1109/nusod.2010.5595695","title":"Simulation for light power distribution of 3D InGaN/GaN MQW LED with textured surface","year":2010,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Crosslight Software (Canada)","funders":"","keywords":"Ray tracing (physics); Materials science; Transmittance; Finite-difference time-domain method; Optics; Light-emitting diode; Power (physics); Optoelectronics; Surface (topology); Geometry; Physics; Mathematics","score_opus":0.007118933271799549,"score_gpt":0.24419934633967674,"score_spread":0.2370804130678772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072836097","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":[0.98358405,0.000002227891,0.014628463,0.0000767404,0.00019986778,0.00033747221,0.00015608336,0.00002174928,0.0009933754],"genre_scores_gemma":[0.9983706,3.941759e-8,0.0008442613,0.000013820602,0.00009219976,0.0000080633845,0.00035548172,0.000012713966,0.00030283545],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999458,0.000010980078,0.0001779257,0.00014286254,0.00007400042,0.00013618814],"domain_scores_gemma":[0.9994508,0.00006987221,0.00013192146,0.00016207597,0.00014627779,0.000039048435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010061236,0.00010641761,0.00015882088,0.000011360709,0.000051665163,0.000032384814,0.00006566534,0.00004381958,0.0005913788],"category_scores_gemma":[0.00000730547,0.00007608978,0.00004424024,0.00005436334,0.00001814843,0.00010619928,0.000008347223,0.00005482565,0.000005656276],"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":[0.00009735118,0.000083573155,0.005388805,0.000019794341,0.00004177356,6.49161e-8,0.0001253438,0.0027374567,0.9842849,0.0067314417,0.00023678617,0.0002527572],"study_design_scores_gemma":[0.0017824341,0.00013552875,0.002333017,0.000018195698,0.000052109226,1.2460364e-7,0.00015681176,0.0034221152,0.9765336,0.00056611304,0.014778706,0.00022124687],"about_ca_topic_score_codex":0.00010150148,"about_ca_topic_score_gemma":0.000017379161,"teacher_disagreement_score":0.014786564,"about_ca_system_score_codex":0.000004941439,"about_ca_system_score_gemma":0.000029095032,"threshold_uncertainty_score":0.6475183},"labels":[],"label_agreement":null},{"id":"W2072969029","doi":"10.1063/1.1846143","title":"Blue-violet InGaN laser diodes grown on bulk GaN substrates by plasma-assisted molecular-beam epitaxy","year":2004,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Molecular beam epitaxy; Materials science; Optoelectronics; Diode; Laser; Epitaxy; Plasma; Optics; Layer (electronics); Nanotechnology","score_opus":0.009476649984603115,"score_gpt":0.2121253138620354,"score_spread":0.20264866387743227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072969029","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":[0.99620706,0.000007916792,0.00074449775,0.0005105961,0.0002129123,0.0003772902,0.00022704064,0.00011057762,0.0016020816],"genre_scores_gemma":[0.99571985,0.0000011314789,0.00015493897,0.0027248971,0.00042923598,0.000120369856,0.000738879,0.00009190238,0.000018796529],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99809736,0.00003078727,0.00036715736,0.00060263876,0.00029706993,0.00060496165],"domain_scores_gemma":[0.99900305,0.00006391741,0.00023783032,0.0004957706,0.000031461597,0.0001679718],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009222128,0.00049543893,0.00044527234,0.000047260677,0.00018376023,0.00019614954,0.00034717107,0.000077042176,0.00008714497],"category_scores_gemma":[0.0000012704039,0.0004824284,0.00018429398,0.00020073472,0.00012172078,0.00013138764,0.000041920688,0.00028534277,0.00022794341],"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":[0.000036972604,0.0002719471,0.00016802,0.00002451738,0.00016130743,0.000005967856,0.00022768383,0.005352575,0.9779544,0.013396427,0.0015548966,0.0008453075],"study_design_scores_gemma":[0.0013825849,0.000045241854,0.00015580276,0.000044378936,0.00007130329,5.1493987e-7,0.00016104734,0.0000047180915,0.99483377,0.0017916376,0.00095163565,0.0005573912],"about_ca_topic_score_codex":0.00028849955,"about_ca_topic_score_gemma":0.0000023897976,"teacher_disagreement_score":0.016879365,"about_ca_system_score_codex":0.000059644368,"about_ca_system_score_gemma":0.00004232184,"threshold_uncertainty_score":0.9997627},"labels":[],"label_agreement":null},{"id":"W2073558375","doi":"10.1002/pssc.200674289","title":"Process simulation of <i>p</i> ‐doping in GaN and related group III nitrides","year":2007,"lang":"en","type":"article","venue":"Physica status solidi. C, Conferences and critical reviews/Physica status solidi. C, Current topics in solid state physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Crosslight Software (Canada)","funders":"","keywords":"Doping; Dopant; Nitride; Adduct; Conjugate; Momentum (technical analysis); Conjugate gradient method; Group (periodic table); Materials science; Chemistry; Nanotechnology; Mathematics; Optoelectronics; Organic chemistry; Mathematical analysis; Mathematical optimization","score_opus":0.04195161258145864,"score_gpt":0.3679160774426022,"score_spread":0.32596446486114355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073558375","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":[0.98354584,0.0052506663,0.005517022,0.00014860262,0.00070915045,0.0017238643,0.00044785492,0.00007238641,0.0025846385],"genre_scores_gemma":[0.9925527,0.0063219806,0.00014360591,0.00005325214,0.00048148085,0.000115609946,0.00024546642,0.00006980599,0.000016081296],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99394804,0.00032897777,0.0021004814,0.0011730309,0.00059711654,0.0018523257],"domain_scores_gemma":[0.99686736,0.0008819953,0.0007308759,0.0005511298,0.00041196396,0.0005566845],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00072574243,0.00091596,0.0020749983,0.00021598217,0.00024172837,0.00022626123,0.00035024696,0.00012966129,0.000053194624],"category_scores_gemma":[0.00013148763,0.00085279066,0.00029127323,0.0008541219,0.00065505796,0.0008742218,0.00020652183,0.0008812007,0.0000089809455],"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":[0.0006390164,0.0055931136,0.058315463,0.008063013,0.0003624775,0.000030090063,0.023629766,0.003527537,0.017436475,0.4220789,0.00012996701,0.4601942],"study_design_scores_gemma":[0.009962746,0.0013533495,0.02066734,0.008210994,0.00081720925,0.00000416029,0.008715187,0.05143295,0.033156272,0.84484494,0.01556039,0.0052744355],"about_ca_topic_score_codex":0.0005429502,"about_ca_topic_score_gemma":0.00009031714,"teacher_disagreement_score":0.45491976,"about_ca_system_score_codex":0.00009176919,"about_ca_system_score_gemma":0.0003019197,"threshold_uncertainty_score":0.9993923},"labels":[],"label_agreement":null},{"id":"W2073577954","doi":"10.1063/1.3040702","title":"Structural and optical inhomogeneities of Fe doped GaN grown by hydride vapor phase epitaxy","year":2008,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":4,"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":"Université de Sherbrooke","keywords":"Cathodoluminescence; Luminescence; Epitaxy; Doping; Hydride; Materials science; Analytical Chemistry (journal); Optoelectronics; Chemistry; Nanotechnology; Metal; Metallurgy","score_opus":0.01731073086619953,"score_gpt":0.24858396237987224,"score_spread":0.2312732315136727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073577954","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":[0.99809015,0.000077161785,0.00017183107,0.000018671024,0.0001404628,0.00009882233,0.00010118416,0.0000041481335,0.001297594],"genre_scores_gemma":[0.99872756,0.000015028261,0.00052121363,0.000040734794,0.0006231678,0.0000025829445,0.0000227958,0.000020498499,0.000026446405],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989528,0.000015766283,0.0004956835,0.00012670114,0.00021116727,0.00019786617],"domain_scores_gemma":[0.99906164,0.00006236411,0.00052083255,0.00012838854,0.00009395561,0.00013283406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000089932946,0.00018411275,0.00047388615,0.000031292442,0.000084051804,0.000028993227,0.00014246367,0.000037373273,0.00010775537],"category_scores_gemma":[0.0000020444386,0.00014943983,0.00011580283,0.00006914992,0.0001481839,0.00015619412,0.000029431645,0.00015659751,0.0000022262623],"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":[0.00020728358,0.00018364032,0.0009887265,0.000039410003,0.00018702363,0.000005188079,0.00056416926,0.00025859062,0.9865901,0.0076393527,0.0010505447,0.0022859895],"study_design_scores_gemma":[0.0024184764,0.00019711533,0.00027139374,0.000022053957,0.000100017016,0.000015943468,0.00038232838,0.00012233727,0.98813856,0.0075457725,0.00057675113,0.00020924433],"about_ca_topic_score_codex":0.00002424322,"about_ca_topic_score_gemma":2.7453302e-7,"teacher_disagreement_score":0.0022111926,"about_ca_system_score_codex":0.000011693084,"about_ca_system_score_gemma":0.00006912304,"threshold_uncertainty_score":0.60939795},"labels":[],"label_agreement":null},{"id":"W2074197307","doi":"10.1021/ic035496a","title":"Insights into the Thermal Fragmentation of Intramolecularly Coordinated Gallanes. A Matrix-Isolation FTIR Study","year":2004,"lang":"en","type":"article","venue":"Inorganic Chemistry","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Chemistry; Matrix isolation; Fragmentation (computing); Fourier transform infrared spectroscopy; Isolation (microbiology); Thermal; Matrix (chemical analysis); Molecule; Organic chemistry; Chemical engineering; Chromatography; Thermodynamics","score_opus":0.005362381812228614,"score_gpt":0.2318971520591935,"score_spread":0.2265347702469649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074197307","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":[0.9989598,0.000059503993,0.00013103927,0.000062256506,0.000081341,0.00025396337,0.0000048353504,0.00002450526,0.0004227591],"genre_scores_gemma":[0.9996452,7.4425105e-7,0.000043875378,0.00001897558,0.0001403326,0.000018787627,0.000073961564,0.000017671855,0.000040491206],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999247,0.00002809793,0.0002816931,0.00018327586,0.00014228046,0.000117625044],"domain_scores_gemma":[0.9993684,0.000019431667,0.00024141002,0.00025352967,0.00008095281,0.000036239293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006465132,0.00014052779,0.000158591,0.000013756258,0.000080707214,0.000049275317,0.00019219353,0.000046227313,0.0004934065],"category_scores_gemma":[0.0000058953874,0.000106854306,0.000047707403,0.00014630989,0.000037710743,0.00007664227,0.000042194533,0.00010474857,0.000014117659],"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":[0.00001330688,0.00017960816,0.0055068615,0.000026496951,0.00007036789,0.0000014529044,0.0030681575,0.00009783537,0.9908039,0.00010224534,0.000007748008,0.00012204919],"study_design_scores_gemma":[0.0010433098,0.000041680414,0.0048872987,0.000018898243,0.000057353707,6.169909e-7,0.0028866837,0.000015259551,0.99001163,0.00087831356,0.000031597163,0.0001273544],"about_ca_topic_score_codex":0.001037683,"about_ca_topic_score_gemma":0.000009239763,"teacher_disagreement_score":0.001030003,"about_ca_system_score_codex":0.000040722894,"about_ca_system_score_gemma":0.00008194582,"threshold_uncertainty_score":0.54024553},"labels":[],"label_agreement":null},{"id":"W2074212469","doi":"10.1117/12.687636","title":"Highly efficient GaN vertical light emitting diode on metal alloy substrate from near UV to green color for solid state lighting application","year":2006,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Semtech (Canada)","funders":"","keywords":"Materials science; Optoelectronics; Phosphor; Light-emitting diode; Color temperature; Brightness; Color rendering index; Alloy; Substrate (aquarium); Solid-state lighting; Wavelength; Optics; Composite material","score_opus":0.007810295107133237,"score_gpt":0.22298281369425985,"score_spread":0.2151725185871266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074212469","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":[0.996265,0.000014629941,0.0001736186,0.0015139412,0.00021245657,0.0009569074,0.00026044712,0.000068812886,0.0005341905],"genre_scores_gemma":[0.97836953,0.0000011913577,0.020185994,0.00007925201,0.00082877185,0.00033746698,0.000058045243,0.00006501351,0.00007474294],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977209,3.7661188e-8,0.0007817105,0.0004997507,0.0004711867,0.00052641134],"domain_scores_gemma":[0.998404,0.00017125491,0.00031731484,0.00006936097,0.00088200404,0.00015605331],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047496913,0.00034479986,0.00047485525,0.00005947208,0.0001487612,0.00020069836,0.00059587054,0.0001058019,0.0000105244235],"category_scores_gemma":[0.000078683974,0.0002901942,0.00050820527,0.00018305538,0.00007833969,0.00020560565,0.000087698805,0.00017868065,0.000004835045],"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":[0.00013126722,0.00016558213,0.000701339,0.00013543537,0.0002721659,3.5428236e-8,0.0002247037,0.0016365336,0.84896064,0.14723653,0.0004156399,0.000120146135],"study_design_scores_gemma":[0.0009082513,0.0002487204,0.0011219733,0.00016915653,0.00017071777,5.392465e-7,0.00038158486,0.04887481,0.94375104,0.0013282528,0.0026963095,0.00034862073],"about_ca_topic_score_codex":0.00033896108,"about_ca_topic_score_gemma":0.0000012602443,"teacher_disagreement_score":0.14590827,"about_ca_system_score_codex":0.00011263768,"about_ca_system_score_gemma":0.00003665187,"threshold_uncertainty_score":0.999955},"labels":[],"label_agreement":null},{"id":"W2074910360","doi":"10.1116/1.3478670","title":"Effect of process conditions on the microstructural formation of dc reactively sputter deposited AlN","year":2010,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":14,"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 Alberta","funders":"","keywords":"Materials science; Microstructure; Sputter deposition; Cavity magnetron; Deposition (geology); Substrate (aquarium); Scanning electron microscope; Nitride; Thin film; Analytical Chemistry (journal); Sputtering; Chemical engineering; Composite material; Mineralogy; Nanotechnology; Layer (electronics); Chemistry","score_opus":0.005625809542565223,"score_gpt":0.26067870449761377,"score_spread":0.25505289495504857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074910360","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":[0.99879414,0.000030235926,0.000024163812,0.00055030076,0.00026855554,0.00019290776,0.00005702954,0.000008424091,0.000074239826],"genre_scores_gemma":[0.9997189,0.0000043699474,0.0002088707,0.000022719534,0.00002484763,0.0000045064926,0.000002611207,0.0000061843753,0.0000069882203],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989545,0.000036624904,0.00043905978,0.00014375841,0.00021772186,0.0002083891],"domain_scores_gemma":[0.99847865,0.00013572366,0.0008478714,0.00018621466,0.00030234244,0.000049210055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066211703,0.0001460897,0.00033024055,0.00032446565,0.00020778477,0.000046145098,0.00043763345,0.00008863653,0.000079028694],"category_scores_gemma":[0.000030891508,0.000082797524,0.00007863972,0.0005165648,0.0007112028,0.00044091183,0.000052812065,0.00034974926,0.0000012239425],"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":[0.00005047085,0.0000317723,0.011474492,0.000028181925,0.000022484921,7.478265e-7,0.0002206217,0.000009157696,0.98634875,0.0014911558,0.000039243525,0.00028292162],"study_design_scores_gemma":[0.0004169754,0.00059715123,0.0074317465,0.00007028278,0.000043444365,0.000043592634,0.0006344671,0.0001252529,0.9888779,0.0016345035,0.000041558647,0.00008312805],"about_ca_topic_score_codex":0.000021793363,"about_ca_topic_score_gemma":0.0000018721988,"teacher_disagreement_score":0.004042745,"about_ca_system_score_codex":0.0000069115017,"about_ca_system_score_gemma":0.000074914344,"threshold_uncertainty_score":0.3376385},"labels":[],"label_agreement":null},{"id":"W2075196297","doi":"10.1109/16.906457","title":"Performance predictions for n-p-n Al/sub x/Ga/sub 1-x/N/GaN HBTs","year":2001,"lang":"en","type":"article","venue":"IEEE Transactions on Electron Devices","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":16,"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":"Cutoff frequency; Cutoff; Materials science; Dopant; Optoelectronics; Base (topology); Realization (probability); Doping; Limit (mathematics); Carrier lifetime; Physics; Computational physics; Mathematics; Silicon; Mathematical analysis; Statistics","score_opus":0.012712301695609928,"score_gpt":0.24811063735091843,"score_spread":0.2353983356553085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075196297","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":[0.9332576,0.000047930644,0.06328418,0.000312106,0.000798563,0.00058611966,0.00017931878,0.00017469955,0.0013595044],"genre_scores_gemma":[0.99803114,0.00009311744,0.00010609651,0.00031985046,0.0003226621,0.00040653194,0.00005498046,0.00005630802,0.0006092955],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983775,0.00003935508,0.0003569961,0.0004306914,0.00019070417,0.00060473115],"domain_scores_gemma":[0.99920213,0.000085036154,0.00014105017,0.00032900134,0.00010738496,0.00013537481],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014377461,0.00030739466,0.00028970666,0.0001606256,0.0005050879,0.00009808689,0.00022163766,0.00007659722,0.00035372237],"category_scores_gemma":[6.7358116e-7,0.00029734764,0.00020905367,0.00027244812,0.000042968917,0.00037753672,8.6161e-7,0.00022611419,0.00011240751],"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":[0.0005246024,0.0013126613,0.0024783097,0.0001685141,0.0007271548,0.0000022028603,0.00039862376,0.024431834,0.91607016,0.00046071372,0.0036815866,0.04974365],"study_design_scores_gemma":[0.0011516848,0.00063164113,0.0008159303,0.000072310104,0.00022860817,0.000009191085,0.00013664615,0.005855465,0.9428781,0.0001777454,0.04752179,0.0005208892],"about_ca_topic_score_codex":0.00009961225,"about_ca_topic_score_gemma":0.00013312227,"teacher_disagreement_score":0.06477358,"about_ca_system_score_codex":0.00006098487,"about_ca_system_score_gemma":0.00009711852,"threshold_uncertainty_score":0.99994785},"labels":[],"label_agreement":null},{"id":"W2075358944","doi":"10.1049/el.2010.9064","title":"New chip off the silicon block","year":2010,"lang":"en","type":"article","venue":"Electronics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Silicon; Substrate (aquarium); Materials science; Optoelectronics; CMOS; Silicon chip; Silicon nitride; Block (permutation group theory); Chip; Gallium nitride; Engineering physics; Electronic engineering; Nanotechnology; Electrical engineering; Engineering; Layer (electronics)","score_opus":0.005389451956728529,"score_gpt":0.21382059612612542,"score_spread":0.2084311441693969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075358944","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":[0.99091864,0.00010426609,0.00007871456,0.006556004,0.00062292896,0.00016377133,0.0000071865197,0.000038416158,0.0015100917],"genre_scores_gemma":[0.99579924,0.0000030773422,0.00009198088,0.0023212133,0.0013169562,0.000011977162,0.000020343545,0.000025382817,0.00040984363],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990449,0.00002845866,0.00015989078,0.00020939442,0.00011890362,0.00043847473],"domain_scores_gemma":[0.99939543,0.00004642164,0.00008599033,0.00037676847,0.000014994621,0.00008036564],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001383916,0.00016112629,0.00013901573,0.000024144485,0.0001302272,0.00010721336,0.00032191948,0.000034952925,0.0012857551],"category_scores_gemma":[0.00000303611,0.00011582862,0.00009808951,0.00008172168,0.000031314154,0.000072333656,0.000031232143,0.000399793,0.0001256012],"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":[0.0000051497505,0.000012808673,0.0009778963,0.0000019576285,0.000039238523,3.7692416e-7,0.0000954975,0.000014289952,0.9651661,0.010391081,0.018007318,0.0052882866],"study_design_scores_gemma":[0.00057508633,0.000044348584,0.0011778357,0.0000059022486,0.000054975677,0.0000040147056,0.000042184027,0.000048955437,0.51731634,0.002289905,0.47810754,0.0003329221],"about_ca_topic_score_codex":0.00024485894,"about_ca_topic_score_gemma":0.000055009128,"teacher_disagreement_score":0.46010023,"about_ca_system_score_codex":0.000012975452,"about_ca_system_score_gemma":0.00010648963,"threshold_uncertainty_score":0.99962723},"labels":[],"label_agreement":null},{"id":"W2075636959","doi":"10.1002/pssc.200778323","title":"Predicted depth profiles for nitrogen‐ion implantation into gallium arsenide","year":2008,"lang":"en","type":"article","venue":"Physica status solidi. C, Conferences and critical reviews/Physica status solidi. C, Current topics in solid state physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":1,"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 Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Gallium arsenide; Gallium; Nitrogen; Materials science; Band gap; Ion; Ion implantation; Optoelectronics; Gallium phosphide; Electrode; Alloy; Plateau (mathematics); Voltage; Analytical Chemistry (journal); Chemistry; Electrical engineering; Metallurgy; Engineering; Mathematics","score_opus":0.06040054319467538,"score_gpt":0.35685970629379027,"score_spread":0.2964591630991149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075636959","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":[0.96292096,0.004696969,0.018317007,0.00052802474,0.002223985,0.00480572,0.0044652666,0.00026581655,0.0017762298],"genre_scores_gemma":[0.9808152,0.012394003,0.0013141405,0.00012419872,0.0021230755,0.0010448524,0.0020106623,0.00012526968,0.000048645594],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9929748,0.0004804054,0.0018303583,0.0015695883,0.00074678235,0.0023980546],"domain_scores_gemma":[0.9961628,0.0007037598,0.0007165908,0.00081900164,0.0007399132,0.00085796684],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033894597,0.0012742883,0.002235318,0.00016626516,0.0007666191,0.0003850405,0.0005470438,0.0001490264,0.00007859338],"category_scores_gemma":[0.00015051838,0.0011557381,0.00062410126,0.0005809087,0.0007559302,0.000996775,0.0002882813,0.00083613646,0.00004685583],"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":[0.0010365739,0.0076607442,0.056043405,0.008864344,0.0009144782,0.000036679336,0.025098547,0.00036973302,0.036588978,0.5046649,0.007830351,0.35089126],"study_design_scores_gemma":[0.008057479,0.0019792735,0.0094143795,0.003021511,0.0012751621,0.000013774786,0.0033218355,0.014704326,0.07565935,0.7491773,0.12754221,0.0058334074],"about_ca_topic_score_codex":0.00067890494,"about_ca_topic_score_gemma":0.00008350292,"teacher_disagreement_score":0.34505785,"about_ca_system_score_codex":0.00015737498,"about_ca_system_score_gemma":0.0008413891,"threshold_uncertainty_score":0.9992908},"labels":[],"label_agreement":null},{"id":"W2075823978","doi":"10.1016/j.compstruc.2007.01.046","title":"Coupled effects in quantum dot nanostructures with nonlinear strain and bridging modelling scales","year":2007,"lang":"en","type":"article","venue":"Computers & Structures","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Bridging (networking); Nonlinear system; Piezoelectricity; Statistical physics; Context (archaeology); Computer science; Applied mathematics; Mathematics; Physics; Quantum mechanics","score_opus":0.008240151368676537,"score_gpt":0.2307211381765139,"score_spread":0.22248098680783737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075823978","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":[0.95172614,0.0001713972,0.0473278,0.000024773266,0.00038262998,0.00026519818,0.000033612614,0.00004089899,0.000027546273],"genre_scores_gemma":[0.98623914,0.0000020005157,0.01315422,0.00010437111,0.0004054163,0.0000030320632,0.00005862191,0.000030035497,0.00000314118],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99872816,0.000036378286,0.00028020973,0.00037952702,0.00015721506,0.00041853523],"domain_scores_gemma":[0.9993982,0.00013676322,0.0001245216,0.00018853818,0.000034568053,0.000117418036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015210907,0.00028784442,0.00035708156,0.00012688879,0.00011183233,0.00013786354,0.0001628323,0.00005851918,0.000017819993],"category_scores_gemma":[0.0000019648355,0.00022679952,0.000045399003,0.00011672588,0.00009709842,0.00011574341,0.00005461502,0.0001756524,6.8071364e-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":[0.00052594335,0.00013162878,0.12394135,0.0008468698,0.0004448949,0.00021047448,0.0038975296,0.18995343,0.54639024,0.05042275,0.00019723595,0.08303764],"study_design_scores_gemma":[0.008096783,0.000454124,0.27139798,0.00091853115,0.00016616398,0.000069393885,0.0013817421,0.53339744,0.12882258,0.052325193,0.0004986035,0.0024714598],"about_ca_topic_score_codex":0.00051291636,"about_ca_topic_score_gemma":0.000055779772,"teacher_disagreement_score":0.41756767,"about_ca_system_score_codex":0.000016827958,"about_ca_system_score_gemma":0.000027624532,"threshold_uncertainty_score":0.9248616},"labels":[],"label_agreement":null},{"id":"W2076066569","doi":"10.1038/srep07744","title":"Engineering the Carrier Dynamics of InGaN Nanowire White Light-Emitting Diodes by Distributed p-AlGaN Electron Blocking Layers","year":2015,"lang":"en","type":"article","venue":"Scientific Reports","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":117,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Brockhouse Institute for Materials Research; McGill University","funders":"McMaster University; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Nanowire; Materials science; Optoelectronics; Heterojunction; Light-emitting diode; Diode; Quantum dot; Luminescence; Quantum well; Wide-bandgap semiconductor; Band gap; Electron; Optics; Physics; Laser","score_opus":0.0075051458395179365,"score_gpt":0.2160473425444722,"score_spread":0.20854219670495425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076066569","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":[0.99592966,0.00008707088,0.00071332586,0.00016241372,0.0024956786,0.00018039305,0.000081999926,0.000036884085,0.00031260165],"genre_scores_gemma":[0.99882656,2.445998e-7,0.00007404223,0.000006009459,0.00011052254,0.000012154688,0.0004782151,0.000022331875,0.00046991752],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99837154,0.000034891782,0.0004901982,0.000404444,0.00032559558,0.00037331966],"domain_scores_gemma":[0.99871486,0.00002187061,0.00042061345,0.0005390979,0.00018133657,0.00012222752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011158653,0.0001760268,0.00024449013,0.00005411885,0.00020600048,0.00026977388,0.00018742678,0.000055495635,0.000033730248],"category_scores_gemma":[0.000045095814,0.00013320055,0.00009499147,0.00033177252,0.00006584997,0.00014735335,0.00007413875,0.000153168,0.0000017004517],"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":[0.00000532606,0.000048430342,0.044686303,0.00003974119,0.00008853031,0.000012674406,0.0015462603,0.0014572609,0.9419508,0.0005491722,0.009129259,0.00048622512],"study_design_scores_gemma":[0.00019276903,0.00002203033,0.0001695801,0.00010443144,0.000071483606,0.000015850434,0.0016702856,0.0030050247,0.9463295,0.00093787274,0.04713698,0.00034423405],"about_ca_topic_score_codex":0.0001803054,"about_ca_topic_score_gemma":0.000013612983,"teacher_disagreement_score":0.044516724,"about_ca_system_score_codex":0.000064350206,"about_ca_system_score_gemma":0.00013492118,"threshold_uncertainty_score":0.54317605},"labels":[],"label_agreement":null},{"id":"W2076799323","doi":"10.1063/1.3284660","title":"High efficiency green, yellow, and amber emission from InGaN/GaN dot-in-a-wire heterostructures on Si(111)","year":2010,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":117,"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":"Heterojunction; Materials science; Quantum dot; Nanoclusters; Optoelectronics; Molecular beam epitaxy; Epitaxy; Nanoscopic scale; Photoluminescence; Wide-bandgap semiconductor; Nanotechnology; Layer (electronics)","score_opus":0.005987120913593978,"score_gpt":0.20827315778224065,"score_spread":0.20228603686864666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076799323","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":[0.99824136,0.0000029067385,0.00008597708,0.00020812427,0.0005177746,0.00024991695,0.00010068871,0.00003910451,0.000554135],"genre_scores_gemma":[0.9969963,4.8109956e-7,0.00023430507,0.0015276327,0.0009979163,0.000025797324,0.00015607238,0.000044341592,0.000017159738],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99866134,0.000023539444,0.00025651537,0.00050836423,0.00019348419,0.00035678683],"domain_scores_gemma":[0.9992458,0.00008324657,0.00014957837,0.00039457154,0.000013708437,0.000113063244],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006653659,0.00032159776,0.0003266731,0.000041818494,0.00012035585,0.000104408486,0.00020861608,0.000075557036,0.00014693636],"category_scores_gemma":[0.0000010669966,0.00028299153,0.00006840896,0.000103684644,0.00010337691,0.000088511886,0.00006146457,0.00038714023,0.00002906487],"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":[0.000034483397,0.000059637758,0.0030370853,0.000012356177,0.000023350678,0.0000020280984,0.00039055216,0.00012469567,0.98857063,0.0037711714,0.00033836695,0.0036356647],"study_design_scores_gemma":[0.0012383728,0.000030460207,0.0066976445,0.000038801765,0.000035497982,2.9201607e-7,0.000097447424,0.000046864312,0.9827432,0.007334717,0.0012120584,0.00052462524],"about_ca_topic_score_codex":0.0016144877,"about_ca_topic_score_gemma":0.0000153839,"teacher_disagreement_score":0.0058273897,"about_ca_system_score_codex":0.000012673435,"about_ca_system_score_gemma":0.000014983747,"threshold_uncertainty_score":0.9999622},"labels":[],"label_agreement":null},{"id":"W2076800038","doi":"10.1002/smll.200700107","title":"Mg<sup>2+</sup>‐Doped GaN Nanoparticles as Blue‐Light Emitters: A Method to Avoid Sintering at High Temperatures","year":2007,"lang":"en","type":"article","venue":"Small","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":9,"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; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanoparticle; Materials science; Sintering; Photoluminescence; Doping; Etching (microfabrication); Chemical engineering; Nanotechnology; Analytical Chemistry (journal); Optoelectronics; Metallurgy; Chemistry; Organic chemistry","score_opus":0.01503924107926212,"score_gpt":0.2668139707339606,"score_spread":0.2517747296546985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076800038","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":[0.9960263,0.000043638487,0.0006054921,0.00040780922,0.00032297897,0.0003081721,0.00004837621,0.0000862866,0.0021509493],"genre_scores_gemma":[0.9918916,6.385197e-7,0.0041828863,0.0009092892,0.00074861955,0.000026461967,0.000042337615,0.000052099374,0.0021460578],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982714,0.000095921576,0.00039873878,0.00046586583,0.00015986852,0.0006082229],"domain_scores_gemma":[0.99907184,0.00009616067,0.00010149151,0.00038605192,0.00006894977,0.0002755168],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00049113686,0.00030288778,0.00035230178,0.0000967222,0.00017473266,0.00018123181,0.00028195727,0.00006527224,0.0010946104],"category_scores_gemma":[0.000011827018,0.0002639722,0.00012847467,0.00015381904,0.000022519302,0.000106766034,0.00014232183,0.00013572282,0.00048388503],"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":[0.000101250735,0.00006109413,0.0016012479,0.00003209332,0.000076335265,0.00001834031,0.0018453129,0.00021836712,0.99240386,0.0017106757,0.0009491285,0.000982293],"study_design_scores_gemma":[0.00049258064,0.00009901826,0.0004113432,0.00007929018,0.000043438824,0.0000054236384,0.0010677484,0.000025558413,0.95977885,0.00034232394,0.03731103,0.00034339918],"about_ca_topic_score_codex":0.00086172175,"about_ca_topic_score_gemma":0.000057293953,"teacher_disagreement_score":0.0363619,"about_ca_system_score_codex":0.000057155263,"about_ca_system_score_gemma":0.000033374974,"threshold_uncertainty_score":0.9999812},"labels":[],"label_agreement":null},{"id":"W2077026753","doi":"10.1143/jjap.51.01af02","title":"Gallium Nitride Film Growth Using a Plasma Based Migration Enhanced Afterglow Chemical Vapor Deposition System","year":2012,"lang":"en","type":"article","venue":"Japanese Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Sapphire; Chemical vapor deposition; Gallium nitride; Gallium; Materials science; Epitaxy; Plasma; Nitride; Analytical Chemistry (journal); Root mean square; Thin film; Atomic force microscopy; Metalorganic vapour phase epitaxy; Surface roughness; Optoelectronics; Layer (electronics); Nanotechnology; Chemistry; Optics; Laser; Composite material; Metallurgy","score_opus":0.011817953875726992,"score_gpt":0.22533423456493248,"score_spread":0.2135162806892055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077026753","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":[0.99026966,0.0000056793656,0.008744812,0.0000089006935,0.00026405122,0.00017296133,0.000013572169,0.000019709028,0.00050065236],"genre_scores_gemma":[0.9955558,2.4260189e-7,0.0026769463,0.000041372485,0.0016452612,0.000016482634,0.000033949676,0.000027832424,0.000002096275],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99870086,0.000037601378,0.0005187201,0.00013574079,0.00028855386,0.00031855318],"domain_scores_gemma":[0.9988082,0.000066709676,0.000607596,0.00014506647,0.00019196422,0.00018045622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022440653,0.00021592487,0.0003666546,0.00005132394,0.00008875825,0.000068287925,0.00014115544,0.000053881886,0.000041124033],"category_scores_gemma":[0.000002655114,0.00018447902,0.00017220053,0.0001631246,0.000025263034,0.00037328774,0.000018506502,0.00014980443,0.000015344001],"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":[0.00023682126,0.00019272494,0.000792482,0.00007098166,0.000059067097,9.124518e-7,0.0006927385,0.0017549695,0.9950179,0.0009824927,0.00001597722,0.0001829548],"study_design_scores_gemma":[0.0009908654,0.00003133647,0.00015686704,0.00007555381,0.00012284763,0.000008541164,0.0010441688,0.004872273,0.99229,0.00019869496,0.000008596783,0.00020024367],"about_ca_topic_score_codex":0.00006261708,"about_ca_topic_score_gemma":4.79686e-7,"teacher_disagreement_score":0.0060678655,"about_ca_system_score_codex":0.00008940319,"about_ca_system_score_gemma":0.0000607719,"threshold_uncertainty_score":0.75228363},"labels":[],"label_agreement":null},{"id":"W2077277084","doi":"10.1038/srep08332","title":"Aluminum nitride nanowire light emitting diodes: Breaking the fundamental bottleneck of deep ultraviolet light sources","year":2015,"lang":"en","type":"article","venue":"Scientific Reports","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":223,"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":"Army Research Office; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Nanowire; Materials science; Optoelectronics; Light-emitting diode; Gallium nitride; Diode; Quantum efficiency; Ultraviolet; Nitride; Substrate (aquarium); Doping; Wide-bandgap semiconductor; Nanotechnology; Layer (electronics)","score_opus":0.014943317075882223,"score_gpt":0.2418803725346661,"score_spread":0.22693705545878387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077277084","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":[0.99046284,0.0002744788,0.000060357717,0.00014006694,0.0051667667,0.00027342525,0.000017538312,0.000032165804,0.0035723827],"genre_scores_gemma":[0.9981008,4.2420592e-7,0.00013637512,0.000026317555,0.00040504322,0.000021313206,0.000084261344,0.000024373681,0.0012010646],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976907,0.00007566091,0.0007375111,0.00056643353,0.0005223149,0.00040741503],"domain_scores_gemma":[0.9980531,0.000040209383,0.0007751604,0.0007648191,0.00020695054,0.00015978725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016166981,0.00022044993,0.00032350884,0.0000828378,0.00037733492,0.0004370515,0.0002901492,0.000048785132,0.00026903584],"category_scores_gemma":[0.000035362526,0.00015114769,0.0001782102,0.00028064058,0.00017389009,0.00022828048,0.00011337093,0.00010873386,0.000025574009],"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":[0.00001033995,0.00012489552,0.09619974,0.000040874387,0.000059613492,0.000033557768,0.004728526,0.00006894424,0.8900258,0.00018424004,0.0064000413,0.0021234266],"study_design_scores_gemma":[0.00022730953,0.000026075004,0.00038133943,0.0001271462,0.00007082848,0.000043524575,0.007029902,0.000044537886,0.9153249,0.0028015545,0.07365699,0.000265883],"about_ca_topic_score_codex":0.00035858311,"about_ca_topic_score_gemma":0.000017019174,"teacher_disagreement_score":0.0958184,"about_ca_system_score_codex":0.00003165721,"about_ca_system_score_gemma":0.0001531894,"threshold_uncertainty_score":0.6163624},"labels":[],"label_agreement":null},{"id":"W2078511473","doi":"10.1002/pssc.200880973","title":"InGaN light emitting diodes for 415 nm–520 nm spectral range by plasma assisted MBE","year":2009,"lang":"en","type":"article","venue":"Physica status solidi. C, Conferences and critical reviews/Physica status solidi. C, Current topics in solid state physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Light-emitting diode; Optoelectronics; Materials science; Diode; Plasma; Wavelength; Quantum efficiency; Drop (telecommunication); Optics; Physics; Electrical engineering","score_opus":0.04984006491494131,"score_gpt":0.35172419620950107,"score_spread":0.30188413129455977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078511473","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":[0.94070375,0.013983813,0.01421109,0.0035731809,0.0037973428,0.0067662084,0.008693459,0.00047488505,0.0077962917],"genre_scores_gemma":[0.9881191,0.006347307,0.00092802814,0.00028205538,0.0025035667,0.00050002785,0.0010675916,0.00012831422,0.00012396566],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9913592,0.00051059626,0.0021213521,0.0019139937,0.00081917737,0.0032756778],"domain_scores_gemma":[0.9957642,0.0007671922,0.00083502464,0.0009778021,0.0005733327,0.0010824633],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0005429312,0.0016180994,0.0029860719,0.00015221193,0.0007191539,0.0009594302,0.00076429703,0.00018361465,0.000097144366],"category_scores_gemma":[0.00020388787,0.0014669157,0.0008605358,0.0006819621,0.0005010047,0.0010739686,0.00025828756,0.0011889009,0.000045359997],"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":[0.00047204868,0.0060865893,0.006347739,0.003113924,0.00049242907,0.000015677468,0.008283593,0.000072936986,0.03263398,0.33653787,0.01195966,0.59398353],"study_design_scores_gemma":[0.010350503,0.0027798,0.0051070573,0.0046703173,0.001639024,0.0000063677553,0.003469865,0.014355232,0.06379561,0.42302325,0.4628571,0.007945892],"about_ca_topic_score_codex":0.00028292098,"about_ca_topic_score_gemma":0.000035520072,"teacher_disagreement_score":0.58603764,"about_ca_system_score_codex":0.00019128637,"about_ca_system_score_gemma":0.0005298614,"threshold_uncertainty_score":0.9996567},"labels":[],"label_agreement":null},{"id":"W2078593584","doi":"10.1016/j.jcrysgro.2015.04.009","title":"Structural and optical characterization of low-temperature ALD crystalline AlN","year":2015,"lang":"en","type":"article","venue":"Journal of Crystal Growth","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":83,"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":"Refractive index; X-ray reflectivity; Materials science; Atomic layer deposition; Band gap; Ellipsometry; Sapphire; X-ray photoelectron spectroscopy; Silicon; Thin film; Analytical Chemistry (journal); Optoelectronics; Optics; Chemistry; Nanotechnology; Laser; Chemical engineering","score_opus":0.01120316160267153,"score_gpt":0.23044205429455403,"score_spread":0.2192388926918825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078593584","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":[0.99914485,0.000039741288,0.00013830778,0.00013968724,0.0002534482,0.00006382212,0.000059115275,0.0000035141868,0.00015749002],"genre_scores_gemma":[0.99894124,0.0000039940737,0.00027835212,0.000034967663,0.00064622296,5.212427e-7,0.000034872955,0.000012552801,0.000047245918],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991159,0.000035725705,0.00042734295,0.000085892054,0.00020813101,0.00012703554],"domain_scores_gemma":[0.99901557,0.000018207438,0.00039268876,0.00007023722,0.0003388844,0.00016443148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018237252,0.00012110337,0.0003057008,0.00006129717,0.000023792267,0.00006239218,0.00009825525,0.000040708856,0.00009840072],"category_scores_gemma":[0.000012581747,0.000090252965,0.00007193899,0.00006086808,0.00004766629,0.0003296179,0.000029672261,0.00012852898,5.5889416e-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":[0.00009559414,0.00003174461,0.0034727566,0.00004770422,0.0000474799,0.0000053523204,0.00023397627,0.000008696354,0.9937745,0.002106589,0.000086035965,0.00008959421],"study_design_scores_gemma":[0.004062129,0.00085546484,0.027783092,0.00032101,0.00017548566,0.00014151189,0.001079404,0.00013645928,0.9577511,0.006105519,0.0011319204,0.00045689236],"about_ca_topic_score_codex":0.000010791209,"about_ca_topic_score_gemma":3.7771468e-7,"teacher_disagreement_score":0.036023367,"about_ca_system_score_codex":0.000011455041,"about_ca_system_score_gemma":0.000081650396,"threshold_uncertainty_score":0.36804092},"labels":[],"label_agreement":null},{"id":"W2079382131","doi":"10.1063/1.4801532","title":"A transition in the nature of the occupancy of the dislocation lines within n-type wurtzite gallium nitride","year":2013,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"Wurtzite crystal structure; Dislocation; Doping; Condensed matter physics; Gallium nitride; Materials science; Gallium; Crystallography; Physics; Chemistry; Nanotechnology; Metallurgy","score_opus":0.00897044679726291,"score_gpt":0.2311381236972562,"score_spread":0.22216767689999328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079382131","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":[0.99871635,0.000030077406,0.00009636197,0.0002138537,0.00032546913,0.00027136708,0.000015101062,0.000001183285,0.0003302181],"genre_scores_gemma":[0.99927306,0.0000032146033,0.000074339514,0.00016048385,0.0004631059,0.000005574659,0.000004423698,0.000008631488,0.000007162961],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991456,0.000055950455,0.00041016607,0.000064230975,0.00023423835,0.00008976078],"domain_scores_gemma":[0.9987917,0.00005675004,0.0007266822,0.00022097299,0.00018888725,0.000015038153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021675366,0.00010151118,0.00020439098,0.000017743254,0.000043975415,0.000024309342,0.00033694465,0.00004514955,0.00002069792],"category_scores_gemma":[0.0000035383803,0.000046545614,0.00013338635,0.00025647355,0.00005118129,0.00010256691,0.000016700904,0.00032200973,0.0000013485345],"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":[0.00010145165,0.00027920562,0.004108186,0.000088023146,0.00008637856,1.0414394e-7,0.0051627676,0.008787057,0.96544796,0.014595061,0.0005573419,0.00078643986],"study_design_scores_gemma":[0.0010817208,0.00007579485,0.03685573,0.00029271396,0.00019892726,0.0000018798468,0.003587205,0.0007216139,0.8767315,0.07997735,0.0002981252,0.00017742932],"about_ca_topic_score_codex":0.000078375044,"about_ca_topic_score_gemma":0.0000041209805,"teacher_disagreement_score":0.08871647,"about_ca_system_score_codex":0.00000869947,"about_ca_system_score_gemma":0.00008237901,"threshold_uncertainty_score":0.1898075},"labels":[],"label_agreement":null},{"id":"W2079442823","doi":"10.1016/s0921-5107(02)00323-9","title":"Photo-enhanced chemical wet etching of GaN","year":2002,"lang":"en","type":"article","venue":"Materials Science and Engineering B","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Institute for Microstructural Sciences","funders":"Chung-Shan Institute of Science and Technology; National Science Council","keywords":"Etching (microfabrication); Isotropic etching; Materials science; Molar concentration; Molar ratio; Dry etching; Molar; Optoelectronics; Chemical engineering; Composite material; Nanotechnology; Analytical Chemistry (journal); Chemistry; Chromatography; Layer (electronics); Dentistry","score_opus":0.010172511789786988,"score_gpt":0.20669637391424395,"score_spread":0.19652386212445697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079442823","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":[0.9986321,0.000016604079,0.00013703071,0.000017652914,0.0003547841,0.000063770436,0.000020949512,0.00002559871,0.0007315113],"genre_scores_gemma":[0.99945736,0.0000030434383,0.00035794568,0.00001603945,0.00012381948,0.000007523663,0.0000025086185,0.000008676269,0.000023109998],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99927133,0.0000048422485,0.00017914742,0.00017660463,0.00014329015,0.00022477364],"domain_scores_gemma":[0.9996939,0.000013623022,0.000053031326,0.00012955011,0.000041605053,0.00006830237],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023882338,0.00010110324,0.00017856652,0.000055896173,0.000048614595,0.00009810631,0.00014759538,0.000019267023,0.0009531357],"category_scores_gemma":[0.000013580053,0.00008943484,0.00001651262,0.00012671384,0.00007838728,0.00018248179,0.000038942104,0.000030061901,0.000011229868],"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":[0.0000012988866,0.000010831797,0.000039638733,0.000030549356,0.00000331723,1.816832e-7,0.00019747281,0.000031633626,0.99880207,0.0005864181,0.000029355693,0.00026721254],"study_design_scores_gemma":[0.00012110728,0.000011683137,0.00018100726,0.000036140667,0.0000053168333,7.3332114e-7,0.000045513658,0.00036314334,0.9988187,0.000059813254,0.00025214703,0.00010469779],"about_ca_topic_score_codex":0.00007809365,"about_ca_topic_score_gemma":6.3017936e-8,"teacher_disagreement_score":0.00094190583,"about_ca_system_score_codex":0.000008866618,"about_ca_system_score_gemma":0.000011184676,"threshold_uncertainty_score":0.9999601},"labels":[],"label_agreement":null},{"id":"W2079586053","doi":"10.1088/1742-6596/107/1/012008","title":"Electromechanical effects in electron structure for GaN/AlN quantum dots","year":2008,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Piezoelectricity; Quantum dot; RADIUS; Electron; Polarization (electrochemistry); Materials science; Condensed matter physics; Effective mass (spring–mass system); Coupling (piping); Optoelectronics; Physics; Quantum mechanics; Composite material; Chemistry; Computer science","score_opus":0.015726803153453154,"score_gpt":0.2521669167023538,"score_spread":0.23644011354890065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079586053","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":[0.9902879,0.000055717544,0.00889773,0.0001036361,0.00031724726,0.00021021006,0.00003381113,0.000007926446,0.0000858481],"genre_scores_gemma":[0.998624,0.000017193413,0.0005015263,0.000038747392,0.00072480703,0.00000877081,0.000018891424,0.000021620646,0.00004441698],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988327,0.00005838867,0.00041411092,0.00015965702,0.00018085174,0.0003543032],"domain_scores_gemma":[0.9990462,0.00008404802,0.00040235242,0.000135699,0.00024775125,0.00008393382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000111615394,0.00020985305,0.00050586776,0.00005944489,0.00008527929,0.000054651944,0.00022390673,0.000057873996,0.00007733193],"category_scores_gemma":[0.00001421166,0.00017456386,0.00015918336,0.00012412627,0.000050527182,0.000440261,0.000016410957,0.00026861232,0.000002143285],"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":[0.00017540445,0.000088603294,0.00091258954,0.000055903143,0.000065389606,0.0000069904595,0.0003026095,0.000027434106,0.8513403,0.14479971,0.00015372285,0.0020713261],"study_design_scores_gemma":[0.00085475243,0.0006406962,0.0007138916,0.000066330744,0.00003182076,0.000017385346,0.00012574032,0.000041151194,0.8487807,0.14811493,0.00043425075,0.0001783611],"about_ca_topic_score_codex":0.000028064454,"about_ca_topic_score_gemma":0.0000073001293,"teacher_disagreement_score":0.008396204,"about_ca_system_score_codex":0.000032163793,"about_ca_system_score_gemma":0.0003081858,"threshold_uncertainty_score":0.71185076},"labels":[],"label_agreement":null},{"id":"W2080971302","doi":"10.1109/pvsc.2010.5614115","title":"Modeling of InGaN PIN solar cells with defect traps and polarization interface charges","year":2010,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Crosslight Software (Canada)","funders":"","keywords":"Piezoelectricity; Polarization (electrochemistry); Materials science; Optoelectronics; Wide-bandgap semiconductor; Interface (matter); Solar cell; Composite material; Chemistry","score_opus":0.008079286902385246,"score_gpt":0.21812340247829815,"score_spread":0.2100441155759129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080971302","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":[0.98120666,0.000009838465,0.018049248,0.0000171145,0.0000883681,0.00009667795,0.000017963213,0.000013742493,0.0005004121],"genre_scores_gemma":[0.9986713,0.0000011667768,0.0011753126,0.000013235987,0.00005244147,0.0000025172235,0.000012951553,0.000011927182,0.000059161564],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999584,0.00001306607,0.00012601585,0.00012609958,0.00004890876,0.00010186537],"domain_scores_gemma":[0.9997606,0.000010531604,0.000051331703,0.00010134853,0.000038933205,0.00003724314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000084744046,0.00008824584,0.00013034162,0.000033248158,0.0000351922,0.000035999197,0.000052156018,0.000026940106,0.00022969772],"category_scores_gemma":[9.1629204e-7,0.000065763204,0.000024959172,0.0000391156,0.000019278323,0.0001114095,0.000015119412,0.00007517461,0.000002449909],"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":[0.0000082302395,0.000022408161,0.0048782593,0.000019558278,0.000021739643,4.098901e-8,0.00024082934,0.00023952952,0.99298877,0.0010966366,0.0000038100814,0.00048020168],"study_design_scores_gemma":[0.00027846705,0.00005183611,0.00011164128,0.000021446565,0.000026649323,3.3674877e-7,0.00030001393,0.010578659,0.9881918,0.00021192935,0.00011630561,0.00011092645],"about_ca_topic_score_codex":0.0007428416,"about_ca_topic_score_gemma":0.000042666063,"teacher_disagreement_score":0.01746465,"about_ca_system_score_codex":0.0000012491807,"about_ca_system_score_gemma":0.00001617462,"threshold_uncertainty_score":0.26817456},"labels":[],"label_agreement":null},{"id":"W2081212157","doi":"10.1063/1.2360205","title":"Ga N ∕ Al Ga N heterojunction infrared detector responding in 8–14 and 20–70μm ranges","year":2006,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Responsivity; Heterojunction; Detector; Infrared; Optoelectronics; Materials science; Photodetector; Absorption (acoustics); Infrared detector; Work function; Wavelength; Optics; Physics; Nanotechnology","score_opus":0.008808558128900886,"score_gpt":0.2129681879493298,"score_spread":0.20415962982042893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081212157","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":[0.99652,0.000016438864,0.0007362423,0.00020499606,0.000254247,0.0002778092,0.000039281662,0.000044027664,0.0019069844],"genre_scores_gemma":[0.9979333,0.0000010895761,0.00023617424,0.0008510356,0.0006346415,0.00008062857,0.00013022836,0.00003728976,0.0000955781],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99885553,0.00003916003,0.0002602751,0.00035912904,0.00014368235,0.0003422213],"domain_scores_gemma":[0.9995244,0.00006369004,0.00013266318,0.00021618146,0.000014291182,0.00004877419],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000119572556,0.00023965919,0.00027466888,0.00010335517,0.00008977575,0.000110356865,0.00010344446,0.00004158492,0.00007245089],"category_scores_gemma":[7.5708687e-7,0.0002455481,0.00006053053,0.000195948,0.000055028104,0.00015523634,0.000043374865,0.00014976527,0.000025956391],"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":[0.00007941087,0.00003938525,0.005812918,0.000018750108,0.000021744274,0.0000015248697,0.00012633935,0.00031682517,0.9875036,0.0024925089,0.0025343879,0.0010526177],"study_design_scores_gemma":[0.003998884,0.00005065879,0.012844963,0.00007667952,0.000074107986,0.0000011350822,0.0002931556,0.00013122716,0.95559675,0.006443805,0.019499714,0.0009889207],"about_ca_topic_score_codex":0.00028295463,"about_ca_topic_score_gemma":0.000014412779,"teacher_disagreement_score":0.03190684,"about_ca_system_score_codex":0.000027155242,"about_ca_system_score_gemma":0.000012686585,"threshold_uncertainty_score":0.9999997},"labels":[],"label_agreement":null},{"id":"W2081215929","doi":"10.1007/s11082-013-9696-y","title":"A computational study of nonparabolic conduction band effect on quantum wire transport (e.g. GaN)","year":2013,"lang":"en","type":"article","venue":"Optical and Quantum Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Zewail City of Science and Technology; Universitat Rovira i Virgili; Canada Research Chairs","keywords":"Einstein relation; Condensed matter physics; Physics; Band gap; Electron; Doping; Quantum wire; Thermal conduction; Density of states; Materials science; Quantum mechanics","score_opus":0.008939405805506836,"score_gpt":0.24247883163192196,"score_spread":0.23353942582641513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081215929","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":[0.9984974,0.00007970591,0.00018741582,0.000080514925,0.00010701927,0.0005669748,0.000016277345,0.000020915228,0.0004437735],"genre_scores_gemma":[0.9996803,0.000004902197,0.000019474022,0.00003013089,0.00009932622,0.000056044122,0.000055081855,0.00001908673,0.000035679266],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99879414,0.000066041845,0.00032745395,0.00029446004,0.00019544282,0.00032245571],"domain_scores_gemma":[0.9994494,0.00012431075,0.0000995929,0.0001442501,0.0000747601,0.00010769446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001494948,0.00021074216,0.00038656793,0.00004988459,0.00010084054,0.0000377745,0.00008356068,0.000053073705,0.00030321235],"category_scores_gemma":[0.0000034548796,0.00016502057,0.00006843883,0.00010118809,0.00006464432,0.00014776352,0.0000076007796,0.00017967215,0.000028544542],"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":[0.0008296265,0.005595687,0.04977974,0.0003485397,0.0008959005,0.000008286488,0.0019821774,0.004939638,0.31179354,0.6105261,0.00038932718,0.012911433],"study_design_scores_gemma":[0.035586145,0.07471553,0.20457427,0.0005689883,0.0020364139,0.000053126838,0.006371285,0.1185703,0.34966165,0.19827195,0.0048104986,0.00477984],"about_ca_topic_score_codex":0.00032247358,"about_ca_topic_score_gemma":0.000008245762,"teacher_disagreement_score":0.41225415,"about_ca_system_score_codex":0.000013424455,"about_ca_system_score_gemma":0.000049944887,"threshold_uncertainty_score":0.67293435},"labels":[],"label_agreement":null},{"id":"W2082892578","doi":"10.1116/1.582255","title":"Growth of high-performance GaN modulation-doped field-effect transistors by ammonia-molecular-beam epitaxy","year":2000,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Nortel (Canada); Institute for Microstructural Sciences","funders":"","keywords":"Transconductance; Materials science; Molecular beam epitaxy; Optoelectronics; Doping; Sapphire; Electron mobility; Barrier layer; Field-effect transistor; High-electron-mobility transistor; Epitaxy; Layer (electronics); Transistor; Optics; Nanotechnology; Laser; Electrical engineering","score_opus":0.0037290770411498282,"score_gpt":0.21381590736467343,"score_spread":0.2100868303235236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082892578","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":[0.9982816,0.00036247377,0.00020315319,0.0005191676,0.00024272823,0.00016272541,0.000029517389,0.000021907796,0.00017673883],"genre_scores_gemma":[0.9990305,0.000104577615,0.0007017026,0.000044138345,0.00002759006,0.000005106815,0.0000030568283,0.000014117459,0.00006926701],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99834496,0.000036366066,0.00061110244,0.00029623392,0.00032222283,0.00038908972],"domain_scores_gemma":[0.99892646,0.000062713785,0.00044885807,0.00024745162,0.00019499254,0.00011953537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063720875,0.000237624,0.00054885924,0.0003553333,0.0002184623,0.000059549257,0.00056581537,0.0001328734,0.0003577445],"category_scores_gemma":[0.000009753434,0.00018453239,0.00010340197,0.0007863083,0.00042585403,0.0005066422,0.00003398339,0.00028362684,0.0000045624856],"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":[0.000075560936,0.000099108634,0.03203818,0.000034975696,0.00005675125,0.0000039757797,0.00012476905,0.00021056356,0.9610532,0.00057864643,0.00014784514,0.005576441],"study_design_scores_gemma":[0.0008876778,0.0010268892,0.006209493,0.0000813413,0.00006773566,0.000020654863,0.0001338086,0.0004360348,0.98950505,0.0011344106,0.00026582318,0.00023109622],"about_ca_topic_score_codex":0.00016397209,"about_ca_topic_score_gemma":0.0000013654687,"teacher_disagreement_score":0.028451849,"about_ca_system_score_codex":0.000018511588,"about_ca_system_score_gemma":0.0001068398,"threshold_uncertainty_score":0.75250125},"labels":[],"label_agreement":null},{"id":"W2082960769","doi":"10.1103/physrevb.71.125211","title":"Density-functional tight-binding calculations of electronic states associated with grain boundaries in GaN","year":2005,"lang":"en","type":"article","venue":"Physical Review B","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":13,"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":"Région Normandie; Agence Universitaire de la Francophonie","keywords":"Physics; Condensed matter physics; Center (category theory); Conduction band; Band gap; Energy (signal processing); Electron; Crystallography; Quantum mechanics","score_opus":0.012688362162450622,"score_gpt":0.26949424980131903,"score_spread":0.2568058876388684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082960769","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":[0.99828327,0.0005437289,0.00014023937,0.00039096648,0.00003161006,0.00020490978,0.000039311155,0.000013264774,0.00035267984],"genre_scores_gemma":[0.99930215,0.0000644898,0.000027048141,0.00010465734,0.00011336726,0.000025988735,0.00025857525,0.000012049022,0.00009167643],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991595,0.00006675908,0.00023033687,0.00015731747,0.00014932177,0.00023674457],"domain_scores_gemma":[0.99955374,0.00007042329,0.0001530667,0.000112948044,0.00006895296,0.00004086696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015484063,0.00012524577,0.00035533088,0.000027907918,0.000076507444,0.00003273584,0.00006294066,0.000011893836,0.00023878038],"category_scores_gemma":[0.000012315845,0.00009668874,0.00008561569,0.00020307684,0.000066505185,0.00012232692,0.000012336027,0.00011256408,0.000022431677],"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":[0.00010612155,0.0031251858,0.122457564,0.0013520718,0.001042521,0.0000036086333,0.0015517126,0.0014857766,0.16210477,0.68825126,0.006949483,0.011569928],"study_design_scores_gemma":[0.009519376,0.0013470328,0.16592982,0.018318603,0.0025370081,0.000006443559,0.00066877477,0.009013401,0.26768416,0.18376642,0.33681446,0.004394489],"about_ca_topic_score_codex":0.000148011,"about_ca_topic_score_gemma":0.00014223118,"teacher_disagreement_score":0.50448483,"about_ca_system_score_codex":0.0000541578,"about_ca_system_score_gemma":0.00012931392,"threshold_uncertainty_score":0.39428523},"labels":[],"label_agreement":null},{"id":"W2083684398","doi":"10.1002/1521-396x(200112)188:2<715::aid-pssa715>3.0.co;2-f","title":"Selective Area Growth of GaN on SiC Substrate by Ammonia-Source MBE","year":2001,"lang":"en","type":"article","venue":"physica status solidi (a)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Institute for Microstructural Sciences","funders":"","keywords":"Materials science; Nucleation; Layer (electronics); Substrate (aquarium); Optoelectronics; Scanning electron microscope; Molecular beam epitaxy; Epitaxy; Sputtering; Diffraction; Thin film; Nanotechnology; Optics; Composite material; Chemistry","score_opus":0.013694270750635019,"score_gpt":0.24264472487094457,"score_spread":0.22895045412030957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083684398","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":[0.982001,0.000026588172,0.00015377803,0.00006571052,0.00012105913,0.00023105105,0.0003259615,0.00005228727,0.01702256],"genre_scores_gemma":[0.99895865,0.000011147606,0.000029804627,0.00009447753,0.00026735355,0.00003571351,0.00016333163,0.00004927544,0.0003902506],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99842244,0.000068189154,0.00029522096,0.0003874853,0.00022929757,0.00059737265],"domain_scores_gemma":[0.9990368,0.00009504194,0.0002759681,0.00030297742,0.00013532673,0.00015389048],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006559229,0.00030457065,0.00044121448,0.000051077677,0.00010580649,0.000054369833,0.00018914684,0.000041620795,0.00018147018],"category_scores_gemma":[0.0000046413857,0.00028354378,0.00015854121,0.00025192747,0.0000773986,0.00015482769,0.00002628742,0.00016717544,0.00007230673],"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":[0.00018480398,0.0009790144,0.02357202,0.000052504845,0.0002541667,0.0000023182026,0.0011433971,0.00011323559,0.9555194,0.008378217,0.008519236,0.0012816935],"study_design_scores_gemma":[0.001008971,0.00030630804,0.0038889265,0.000058141464,0.00007227419,4.781122e-7,0.00041834114,0.00012419412,0.9800429,0.0055412273,0.008084224,0.00045403052],"about_ca_topic_score_codex":0.0016444189,"about_ca_topic_score_gemma":0.000011497553,"teacher_disagreement_score":0.024523493,"about_ca_system_score_codex":0.000035947225,"about_ca_system_score_gemma":0.00007025052,"threshold_uncertainty_score":0.9999617},"labels":[],"label_agreement":null},{"id":"W2083762902","doi":"10.1088/0268-1242/25/6/065007","title":"Enhancement of light output power of GaN-based light-emitting diodes using a SiO<sub>2</sub>nano-scale structure on a p-GaN surface","year":2010,"lang":"en","type":"article","venue":"Semiconductor Science and Technology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Luxmux Technology (Canada)","funders":"National Science Council","keywords":"Light-emitting diode; Optoelectronics; Nano-; Diode; Materials science; Nanoscopic scale; Power (physics); Gallium nitride; Surface (topology); Scale (ratio); Optics; Physics; Nanotechnology; Mathematics; Layer (electronics); Composite material; Geometry","score_opus":0.008319720646270184,"score_gpt":0.23640966508567748,"score_spread":0.2280899444394073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083762902","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":[0.99838954,0.000057707486,0.000024479823,0.00025252448,0.0006055555,0.00030148088,0.00009035929,0.000042165106,0.00023619027],"genre_scores_gemma":[0.999109,0.0000021918104,0.0007388259,0.00004856372,0.00005738877,0.0000055916016,0.000006385224,0.000022986895,0.00000906274],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979121,0.000023992452,0.0005117386,0.00064209005,0.00037654946,0.0005335396],"domain_scores_gemma":[0.99830675,0.000046055764,0.00050101284,0.0006304242,0.0004028669,0.00011289436],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039809736,0.0003042342,0.00052084704,0.00038512776,0.00021307706,0.00005208341,0.0005503835,0.00020358477,0.00010667064],"category_scores_gemma":[0.00005208829,0.0002529848,0.000070078306,0.0008521276,0.0007832663,0.000222835,0.00008905005,0.0003254297,0.000003027848],"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":[0.000011849872,0.00009250083,0.006927908,0.000039402512,0.000018351928,7.3978737e-7,0.00028462865,0.00000900748,0.99082935,0.001016266,0.000020415917,0.0007495775],"study_design_scores_gemma":[0.00040049842,0.00018656689,0.00012057505,0.00011357009,0.000029513269,0.0000028703244,0.000716835,0.00010263102,0.99691945,0.0008840715,0.0002656218,0.00025777915],"about_ca_topic_score_codex":0.00006620978,"about_ca_topic_score_gemma":0.000014586705,"teacher_disagreement_score":0.006807333,"about_ca_system_score_codex":0.000030598192,"about_ca_system_score_gemma":0.00037683855,"threshold_uncertainty_score":0.99999225},"labels":[],"label_agreement":null},{"id":"W2084647979","doi":"10.1007/s11664-001-0007-1","title":"The temperature dependence of the thermal conductivity of single crystal GaN films","year":2001,"lang":"en","type":"article","venue":"Journal of Electronic Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":30,"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":"Office of Naval Research","keywords":"Thermal conductivity; Materials science; Atmospheric temperature range; Solid-state physics; Dislocation; Conductivity; Single crystal; Thermal conductivity measurement; Thermal conduction; Condensed matter physics; Thermal; Composite material; Chemistry; Thermodynamics; Crystallography","score_opus":0.00950745460568299,"score_gpt":0.22894940778263537,"score_spread":0.21944195317695236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084647979","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":[0.9984375,0.00024439575,0.000006576018,0.0001479925,0.0006581541,0.00014192572,0.00004481322,0.0000025938093,0.00031602677],"genre_scores_gemma":[0.9994272,0.000020444446,0.000012213748,0.000019692648,0.00034476412,0.0000024418553,0.0000021907383,0.000014038628,0.00015703215],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984565,0.00023133497,0.00064574997,0.00009728033,0.00025758753,0.00031158832],"domain_scores_gemma":[0.99820983,0.00010351535,0.0011658823,0.00026512568,0.00021809827,0.000037536407],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007917166,0.00014528447,0.00038641016,0.000026515328,0.00011070822,0.00006962604,0.0004492805,0.000052548843,0.0009942325],"category_scores_gemma":[0.000028085366,0.000074848955,0.00015027006,0.00010723039,0.000106065876,0.00016479581,0.00004068834,0.00016124148,9.792467e-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":[0.00012674634,0.00008886088,0.0011303987,0.000016980428,0.00010268418,8.1592447e-7,0.00008714089,0.000042847194,0.99636555,0.0017512329,0.00019079105,0.00009596977],"study_design_scores_gemma":[0.0003784829,0.00020830907,0.001306974,0.00006214505,0.00005502996,0.000026741962,0.0002133987,7.0797034e-7,0.9951745,0.0012927863,0.00120288,0.00007801693],"about_ca_topic_score_codex":0.0001022875,"about_ca_topic_score_gemma":0.000011610115,"teacher_disagreement_score":0.0011910045,"about_ca_system_score_codex":0.000024956227,"about_ca_system_score_gemma":0.0002855183,"threshold_uncertainty_score":0.999919},"labels":[],"label_agreement":null},{"id":"W2084707926","doi":"10.1143/jjap.50.080212","title":"Improvement of Performance in p-Side Down InGaN/GaN Light-Emitting Diodes with Graded Electron Blocking Layer","year":2011,"lang":"en","type":"article","venue":"Japanese Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Crosslight Software (Canada)","funders":"","keywords":"Light-emitting diode; Optoelectronics; Materials science; Diode; Doping; Wide-bandgap semiconductor; Voltage; Polarization (electrochemistry); Layer (electronics); Electron; Optics; Physics; Chemistry; Nanotechnology","score_opus":0.015340992944829277,"score_gpt":0.2190153748189068,"score_spread":0.20367438187407752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084707926","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":[0.99673355,0.000006562495,0.00004700349,0.000006404524,0.000047559417,0.00015453558,0.0000016391488,0.00000607267,0.0029966538],"genre_scores_gemma":[0.9992844,0.0000020942464,0.00039835775,0.000024631025,0.00024955138,0.000010591714,0.0000026100747,0.00002267565,0.0000051195207],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99875134,0.00001390247,0.00056271703,0.00014714562,0.00022776237,0.00029713547],"domain_scores_gemma":[0.99889725,0.000027417269,0.0007307992,0.00016589514,0.00011073336,0.000067884896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029032445,0.00019328024,0.0004086901,0.000068826586,0.000058151003,0.000023721599,0.00020470575,0.000028049455,0.000027187827],"category_scores_gemma":[0.0000011577711,0.00014128546,0.00007957673,0.00019975315,0.000030285833,0.00022066705,0.000026411022,0.00022036911,0.0000020431671],"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":[0.00022761262,0.00021389025,0.01441085,0.000047233363,0.00008204255,0.0000014845006,0.0058095064,0.0005302051,0.9759853,0.0013062375,0.0000015047915,0.001384132],"study_design_scores_gemma":[0.0010713548,0.00027165,0.0034097624,0.00009425639,0.000045456814,0.0000026027012,0.001929447,0.000055294462,0.9917063,0.0012164756,0.000028769951,0.00016864034],"about_ca_topic_score_codex":0.00007797069,"about_ca_topic_score_gemma":0.0000031452741,"teacher_disagreement_score":0.015720988,"about_ca_system_score_codex":0.0000289351,"about_ca_system_score_gemma":0.000059271744,"threshold_uncertainty_score":0.5761454},"labels":[],"label_agreement":null},{"id":"W2085291166","doi":"10.1557/proc-743-l9.11","title":"AlGaN/GaN Metal-Oxide-Semiconductor Heterostructure Field-Effect Transistors (MOSHFETs) with the Delta-Doped Barrier Layer","year":2002,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Institute for Microstructural Sciences","funders":"","keywords":"Materials science; Optoelectronics; Heterojunction; Cutoff frequency; Doping; Barrier layer; Transistor; Microwave; Semiconductor; Field-effect transistor; Breakdown voltage; Layer (electronics); Voltage; Nanotechnology; Electrical engineering","score_opus":0.012198668079052592,"score_gpt":0.2164397840986944,"score_spread":0.20424111601964182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085291166","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":[0.9949977,0.00012218994,0.000026513302,0.0007060029,0.00027010654,0.0005604685,0.000060762417,0.00009315956,0.0031631019],"genre_scores_gemma":[0.9972418,0.0000031886398,0.0001113718,0.0008541932,0.00039385934,0.00010935822,0.000019972207,0.000070771755,0.001195488],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983256,0.00002914172,0.00030724594,0.0005132361,0.00029204262,0.00053273304],"domain_scores_gemma":[0.99918664,0.00007258888,0.00019305096,0.00025136975,0.0001228197,0.00017350749],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020417378,0.00045211997,0.0004692821,0.00006457362,0.00029583278,0.0002391278,0.0004186602,0.000110484405,0.0032650935],"category_scores_gemma":[0.000011357527,0.00026928994,0.00020604319,0.00022389964,0.000080197125,0.0003722414,0.000034471814,0.0003363564,0.00006249904],"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":[0.00007620474,0.00004445914,0.009783039,0.00008887687,0.00029272106,0.0000035386795,0.002404267,0.0000075312196,0.9703015,0.0005852313,0.015085305,0.001327315],"study_design_scores_gemma":[0.0011266678,0.00031778784,0.0004911598,0.000048434722,0.00030043867,0.000013929219,0.00072915637,0.0000983682,0.9501349,0.0001522675,0.04601236,0.00057454174],"about_ca_topic_score_codex":0.0002125752,"about_ca_topic_score_gemma":0.000012935205,"teacher_disagreement_score":0.030927056,"about_ca_system_score_codex":0.000027935015,"about_ca_system_score_gemma":0.000018502831,"threshold_uncertainty_score":0.9999759},"labels":[],"label_agreement":null},{"id":"W2085484499","doi":"10.1143/jjap.41.l226","title":"On the Carrier Concentration and Hall Mobility in GaN Epilayers","year":2002,"lang":"en","type":"article","venue":"Japanese Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences; National Research Council Canada","funders":"Chongqing University","keywords":"Hall effect; Conduction band; Electron mobility; Materials science; Optoelectronics; Enhanced Data Rates for GSM Evolution; Laser; Charge-carrier density; Excited state; Electron; Condensed matter physics; Optics; Electrical resistivity and conductivity; Atomic physics; Physics; Doping; Telecommunications","score_opus":0.017728958409948467,"score_gpt":0.22809158941304725,"score_spread":0.21036263100309877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085484499","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":[0.9956586,0.0000073330853,0.00002268201,0.00010264546,0.000060989503,0.00013443679,0.0000054237166,0.0000027538167,0.0040051537],"genre_scores_gemma":[0.9996191,0.0000021660248,0.000017783063,0.00015595507,0.00018251922,0.0000062435647,0.0000014184654,0.0000070180895,0.000007765781],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99935913,0.000031627478,0.0002528574,0.000094217874,0.00013072079,0.00013141976],"domain_scores_gemma":[0.99946994,0.00012003988,0.0001933476,0.00011855328,0.000041918775,0.000056204342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021488151,0.000099384684,0.00017581391,0.000009633663,0.000055307653,0.000041877454,0.00009212491,0.00001801529,0.00021323348],"category_scores_gemma":[0.0000032366538,0.00006433067,0.0000463153,0.00007802696,0.000047946745,0.000097563425,0.00000836285,0.00013688896,0.0000058816386],"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":[0.00021612801,0.00066875934,0.011991217,0.00002664877,0.00010271646,0.0000036268564,0.013549528,0.006607479,0.82697904,0.13409913,0.00037928965,0.0053764223],"study_design_scores_gemma":[0.0066213273,0.00051839935,0.022423843,0.00013142536,0.00014436933,0.000010236555,0.018343512,0.0078065256,0.7206073,0.22156778,0.0009158357,0.00090943644],"about_ca_topic_score_codex":0.00003980653,"about_ca_topic_score_gemma":0.0000015141305,"teacher_disagreement_score":0.106371745,"about_ca_system_score_codex":0.0000166761,"about_ca_system_score_gemma":0.000010562318,"threshold_uncertainty_score":0.26233286},"labels":[],"label_agreement":null},{"id":"W2086947120","doi":"10.1149/1.2983175","title":"AlGaN/GaN Transistors and Circuits","year":2008,"lang":"en","type":"article","venue":"ECS Transactions","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":4,"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":"National Research Council Canada","keywords":"Monolithic microwave integrated circuit; Materials science; Electronic circuit; Resistor; Transistor; Capacitor; Optoelectronics; Fabrication; Interconnection; Microwave; Inductor; Electrical engineering; Electronic engineering; Computer science; Engineering; CMOS; Telecommunications; Voltage","score_opus":0.01917403623211869,"score_gpt":0.22239184137093002,"score_spread":0.20321780513881132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086947120","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":[0.97715247,0.00007401612,0.016265724,0.0001289526,0.00032507867,0.000111659465,0.000089102796,0.000051448096,0.0058015212],"genre_scores_gemma":[0.9989737,0.000015756974,0.0001047896,0.000039679562,0.00010924882,0.00001696338,0.000013191387,0.00001594307,0.00071072957],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994535,0.00001798201,0.00013737359,0.00016430934,0.00006751307,0.00015931884],"domain_scores_gemma":[0.9997219,0.000020315949,0.000027565859,0.00011794742,0.000020480687,0.000091831025],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000033548695,0.00010899742,0.00013619606,0.000041320425,0.00024910044,0.000018283008,0.00005207779,0.000029981851,0.0015862463],"category_scores_gemma":[3.0819567e-7,0.00010830686,0.0000704184,0.000075084026,0.000057492678,0.000118046286,7.244574e-7,0.00008183172,0.00003227138],"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":[0.000028313592,0.0007983563,0.015110893,0.000120005425,0.0005785842,0.000023691568,0.012033043,0.0007484852,0.92776906,0.003731448,0.0021284183,0.036929708],"study_design_scores_gemma":[0.0046027633,0.00026456834,0.042347115,0.00008936743,0.0005664384,0.000117351534,0.0026660403,0.0003440394,0.678021,0.0028968367,0.26620752,0.0018769687],"about_ca_topic_score_codex":0.00026281198,"about_ca_topic_score_gemma":0.000014027245,"teacher_disagreement_score":0.2640791,"about_ca_system_score_codex":0.000007632139,"about_ca_system_score_gemma":0.000032889267,"threshold_uncertainty_score":0.99932647},"labels":[],"label_agreement":null},{"id":"W2088389646","doi":"10.1002/pssc.200461607","title":"Thermally stimulated current spectroscopy and photoluminescence of carbon‐doped semi‐insulating GaN grown by ammonia‐based molecular beam epitaxy","year":2005,"lang":"en","type":"article","venue":"Physica status solidi. C, Conferences and critical reviews/Physica status solidi. C, Current topics in solid state physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Institute for Microstructural Sciences","funders":"Air Force Office of Scientific Research","keywords":"Photoluminescence; Molecular beam epitaxy; Doping; Materials science; Analytical Chemistry (journal); Spectroscopy; Carbon fibers; Electrical resistivity and conductivity; Ammonia; Optoelectronics; Epitaxy; Chemistry; Nanotechnology; Layer (electronics); Physics; Organic chemistry; Composite material","score_opus":0.02841349894438598,"score_gpt":0.33234751302295606,"score_spread":0.30393401407857007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088389646","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":[0.9790168,0.011650041,0.0038989112,0.00031080464,0.0005626109,0.0018017495,0.001570583,0.00009999325,0.0010885352],"genre_scores_gemma":[0.9905196,0.007357877,0.0006046682,0.00010179654,0.00063810527,0.0002369234,0.00041397332,0.00011335311,0.000013697424],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99301755,0.00048664733,0.001945659,0.0015549228,0.0008059496,0.0021892495],"domain_scores_gemma":[0.9963938,0.0004924032,0.0008806202,0.0008773697,0.000525452,0.0008303551],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00037531718,0.0013293547,0.002469893,0.00014028841,0.00030015127,0.00038330094,0.000558799,0.00012313611,0.00007223571],"category_scores_gemma":[0.00010718292,0.001234476,0.0004281053,0.00063155015,0.0008529987,0.0006167719,0.00030020488,0.0010360258,0.000011334747],"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":[0.00049912004,0.009005555,0.025239255,0.007017698,0.00057624944,0.000018202329,0.0063311583,0.0016314926,0.57791835,0.067376144,0.00074140064,0.30364537],"study_design_scores_gemma":[0.009387241,0.0017111882,0.0033668336,0.0065866383,0.0015281594,0.0000031177087,0.0012882113,0.106995665,0.7580817,0.057097808,0.047253456,0.006699996],"about_ca_topic_score_codex":0.0006646878,"about_ca_topic_score_gemma":0.000029957044,"teacher_disagreement_score":0.29694536,"about_ca_system_score_codex":0.0001300943,"about_ca_system_score_gemma":0.000563174,"threshold_uncertainty_score":0.99994576},"labels":[],"label_agreement":null},{"id":"W2088454526","doi":"10.1143/jjap.42.l508","title":"Fabrication of Indium Nitride Nanodots Using Anodic Alumina Templates","year":2003,"lang":"en","type":"article","venue":"Japanese Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Nanodot; Materials science; Template; Fabrication; Nanotechnology; Optoelectronics; Nanometre; Sputtering; Indium nitride; Nitride; Anode; Template method pattern; Semiconductor; Thin film; Electrode; Layer (electronics); Composite material; Chemistry","score_opus":0.02106353898924699,"score_gpt":0.25313037996804316,"score_spread":0.23206684097879618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088454526","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":[0.997355,0.000013667966,0.0005636675,0.0000039293554,0.00015340895,0.00011652863,0.000007922187,0.0000051059073,0.0017807964],"genre_scores_gemma":[0.99843997,0.0000011923953,0.0012120272,0.000022152293,0.00028807312,0.0000025470724,0.0000061613378,0.000018758745,0.000009146606],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989307,0.000035668305,0.00051523844,0.00011395973,0.00022045108,0.0001839757],"domain_scores_gemma":[0.99861324,0.00006481004,0.0008395432,0.00016608523,0.00023629577,0.000080022146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027935297,0.00015015394,0.00034916474,0.00006349894,0.00007112216,0.000029838362,0.00015405026,0.000031095682,0.000099605175],"category_scores_gemma":[0.000006246395,0.00012703039,0.000118824544,0.00021884232,0.000047079393,0.00018633765,0.000015133293,0.00010940632,0.00000775394],"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":[0.000039974453,0.00014316049,0.004185756,0.00002224472,0.000065401975,5.804317e-7,0.0008828282,0.0011728375,0.988512,0.0044914307,0.000025763791,0.00045801728],"study_design_scores_gemma":[0.0007280546,0.000045971774,0.0006175697,0.000028254202,0.000078721794,0.0000059884796,0.0018518385,0.00006583762,0.98635876,0.009872727,0.00019896087,0.0001473195],"about_ca_topic_score_codex":0.00004238232,"about_ca_topic_score_gemma":1.4179398e-7,"teacher_disagreement_score":0.0053812964,"about_ca_system_score_codex":0.000022536926,"about_ca_system_score_gemma":0.00008850843,"threshold_uncertainty_score":0.5180149},"labels":[],"label_agreement":null},{"id":"W2088604809","doi":"10.1088/0953-8984/18/7/002","title":"The nitrogen vacancy in aluminium nitride","year":2006,"lang":"en","type":"article","venue":"Journal of Physics Condensed Matter","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":9,"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; University of Manitoba","funders":"Michigan Technological University","keywords":"Vacancy defect; Metastability; Disproportionation; Ion; Aluminium; Nitride; Atomic physics; Materials science; Cluster (spacecraft); Ground state; Charge (physics); Excited state; Aluminium nitride; Nitrogen; Excitation; Condensed matter physics; Chemistry; Crystallography; Physics; Nanotechnology; Metallurgy","score_opus":0.008169782600650835,"score_gpt":0.22886492718181115,"score_spread":0.2206951445811603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088604809","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":[0.995521,0.00010072857,0.00026184277,0.00046322055,0.00046727285,0.00009466619,0.00001664116,0.0000037443597,0.0030708483],"genre_scores_gemma":[0.99774355,0.0000019174556,0.00009575477,0.00027852957,0.0014279082,0.000005035412,0.000006123231,0.000022528893,0.00041863104],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988074,0.00006971988,0.0005497946,0.00010452985,0.00019861103,0.00026999356],"domain_scores_gemma":[0.9990356,0.00011689813,0.00047440868,0.00018213154,0.00014428442,0.000046673547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002575539,0.0001509241,0.0002715014,0.000044591245,0.00007718093,0.0001149624,0.00024052779,0.00002956771,0.00042496712],"category_scores_gemma":[0.0000019900335,0.00010463556,0.00017102326,0.00010439213,0.000045698802,0.00017564453,0.0000286741,0.00021518169,0.00009790754],"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":[0.00015860886,0.00039580723,0.41539833,0.000044198387,0.00025079018,0.00003202001,0.00025361477,0.0003949412,0.48475137,0.018435827,0.07750342,0.0023810812],"study_design_scores_gemma":[0.0035685408,0.00010356916,0.023375817,0.0001367993,0.00015050369,0.00002064716,0.0006266302,0.00004436696,0.57550955,0.3704125,0.025504282,0.0005468311],"about_ca_topic_score_codex":0.0002136862,"about_ca_topic_score_gemma":0.000008043889,"teacher_disagreement_score":0.39202252,"about_ca_system_score_codex":0.000026420574,"about_ca_system_score_gemma":0.000084720275,"threshold_uncertainty_score":0.4653092},"labels":[],"label_agreement":null},{"id":"W2088637045","doi":"10.1088/0957-4484/22/44/445202","title":"Full-color InGaN/GaN dot-in-a-wire light emitting diodes on silicon","year":2011,"lang":"en","type":"article","venue":"Nanotechnology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":107,"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":"Materials science; Light-emitting diode; Optoelectronics; Quantum dot; Indium; Diode; Epitaxy; Indium gallium nitride; Heterojunction; Phosphor; Voltage droop; Nanowire; Silicon; Gallium nitride; Voltage; Nanotechnology; Layer (electronics)","score_opus":0.017847720973068658,"score_gpt":0.2350827204360445,"score_spread":0.21723499946297584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088637045","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":[0.9950738,0.000045645866,0.000022713939,0.00033432627,0.00041361575,0.00022266022,0.000017512144,0.00014880415,0.0037209],"genre_scores_gemma":[0.9992632,0.000003007584,0.00022951557,0.00013484551,0.00014040177,0.000059125767,0.000013181495,0.000030546576,0.0001261208],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99867374,0.000039482627,0.00034237033,0.00040379012,0.00008476496,0.00045586706],"domain_scores_gemma":[0.99930376,0.00003926244,0.00016664757,0.0004090415,0.000032390257,0.00004891555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001597351,0.00022864257,0.0003511256,0.00020948866,0.00008974529,0.000022246335,0.0003314534,0.00025940142,0.00058375945],"category_scores_gemma":[0.00001972842,0.00020508099,0.00008053455,0.00020414517,0.00006985885,0.00008432245,0.00007315734,0.00030153352,0.00019238371],"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":[0.00006586145,0.00018305164,0.0126544135,0.000019905678,0.00003558072,0.000015357347,0.0006138843,0.0000040999203,0.94784445,0.025808342,0.00010762068,0.012647458],"study_design_scores_gemma":[0.00058133213,0.0002650495,0.0005612431,0.000062125924,0.000016518836,0.0000027442597,0.0005996042,0.000024655325,0.9871071,0.0043940092,0.006122594,0.00026304083],"about_ca_topic_score_codex":0.0003516785,"about_ca_topic_score_gemma":0.00004801161,"teacher_disagreement_score":0.039262656,"about_ca_system_score_codex":0.000032980657,"about_ca_system_score_gemma":0.000034182278,"threshold_uncertainty_score":0.83629596},"labels":[],"label_agreement":null},{"id":"W2090095422","doi":"10.1016/s0169-4332(01)00203-3","title":"Structural and electrical characteristics of epitaxial GaN thin films grown using pulsed laser deposition assisted by an atomic nitrogen source","year":2001,"lang":"en","type":"article","venue":"Applied Surface Science","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Full width at half maximum; Pulsed laser deposition; Sapphire; Epitaxy; Gallium; Materials science; Substrate (aquarium); Analytical Chemistry (journal); Thin film; Gallium nitride; Surface roughness; Crystal (programming language); Nitrogen; Nitride; Laser; Optoelectronics; Chemistry; Nanotechnology; Optics; Metallurgy; Layer (electronics); Composite material","score_opus":0.012405752840767486,"score_gpt":0.23915063555810412,"score_spread":0.22674488271733664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090095422","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":[0.99861896,0.000009000221,0.0008799038,0.000007852197,0.00008289487,0.00018965085,0.00006972967,0.00002333075,0.00011868634],"genre_scores_gemma":[0.99856955,0.0000010989015,0.001238219,0.000037529968,0.000050757735,0.0000026905834,0.0000736543,0.000014742109,0.000011780595],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987131,0.00003566853,0.00027582695,0.0003658709,0.00025053718,0.0003590081],"domain_scores_gemma":[0.99935454,0.000031133663,0.00020395471,0.00019559031,0.00006601838,0.00014876448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023234409,0.00016741361,0.00024767136,0.000044239627,0.00026677587,0.00014238642,0.00022393615,0.000046760066,0.00010736049],"category_scores_gemma":[0.0000040278223,0.00015365679,0.000030767333,0.00030378514,0.0002416161,0.00025944528,0.000042693846,0.000098063814,0.0000030574552],"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":[0.000035274064,0.000029943754,0.027335182,0.000005435011,0.000008184961,4.3381016e-7,0.0001303836,0.000113883536,0.970819,0.0002863561,0.000007757959,0.0012281797],"study_design_scores_gemma":[0.00052414654,0.00005273791,0.012233206,0.000010175799,0.00003979498,0.0000071680706,0.0002318893,0.025861774,0.9599885,0.00073283375,0.000025956591,0.0002918668],"about_ca_topic_score_codex":0.00048575038,"about_ca_topic_score_gemma":0.0000026488663,"teacher_disagreement_score":0.02574789,"about_ca_system_score_codex":0.000027454003,"about_ca_system_score_gemma":0.00008692558,"threshold_uncertainty_score":0.6265942},"labels":[],"label_agreement":null},{"id":"W2090485145","doi":"10.1116/1.1491549","title":"Comparison of two different Ti/Al/Ti/Au ohmic metallization schemes for AlGaN/GaN","year":2002,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology B Microelectronics and Nanometer Structures Processing Measurement and Phenomena","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Ohmic contact; Materials science; Optoelectronics; Contact resistance; Auger; Wafer; Auger electron spectroscopy; Heterojunction; Passivation; Annealing (glass); Transmission electron microscopy; Layer (electronics); Metallurgy; Composite material; Nanotechnology","score_opus":0.03527070660078389,"score_gpt":0.2969512237820312,"score_spread":0.2616805171812473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090485145","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":[0.98429257,0.008181437,0.006835314,0.0002651743,0.00015618256,0.0002193321,0.000008398523,0.000010883878,0.00003070549],"genre_scores_gemma":[0.9983146,0.00008160401,0.0014527057,0.000031552125,0.00008599033,0.000007688333,0.0000022897977,0.000015466629,0.000008054958],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99823153,0.000022531727,0.0006326337,0.00030573038,0.00035106626,0.00045652266],"domain_scores_gemma":[0.9984158,0.000017157696,0.00086090685,0.00014669444,0.00046520084,0.00009421243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005989481,0.00024714158,0.0005611641,0.0004849684,0.00036819413,0.00014718647,0.00036293277,0.00005673281,0.000026592266],"category_scores_gemma":[0.000015148395,0.00018183,0.00007797599,0.00047196017,0.000383193,0.00028372562,0.00005735297,0.00019802831,1.080977e-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":[0.000025520983,0.000088856454,0.010220295,0.00007829202,0.00008042464,1.0303009e-7,0.00040959273,0.0000049896803,0.9403026,0.00257311,0.000014497202,0.04620171],"study_design_scores_gemma":[0.0017032071,0.00088283006,0.00076787814,0.00012720202,0.00023385938,0.000013092838,0.00039243556,0.0008795289,0.9725101,0.019970581,0.0022023113,0.0003169827],"about_ca_topic_score_codex":0.000004899734,"about_ca_topic_score_gemma":0.0000034268767,"teacher_disagreement_score":0.04588473,"about_ca_system_score_codex":0.00009856556,"about_ca_system_score_gemma":0.00014677635,"threshold_uncertainty_score":0.7414812},"labels":[],"label_agreement":null},{"id":"W2091628130","doi":"10.1063/1.2214211","title":"Strong potential profile fluctuations and effective localization process in InGaN∕GaN multiple quantum wells grown on {10-1m} faceted surface GaN template","year":2006,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Institute for Microstructural Sciences","funders":"","keywords":"Cathodoluminescence; Photoluminescence; Quantum well; Materials science; Molecular beam epitaxy; Indium; Optoelectronics; Luminescence; Atmospheric temperature range; Epitaxy; Nanotechnology; Optics; Layer (electronics); Physics; Laser","score_opus":0.007697182813640475,"score_gpt":0.23543693942200547,"score_spread":0.22773975660836498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091628130","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":[0.9912919,0.000008414414,0.007455405,0.000014160354,0.00011365072,0.00049945334,0.00006400504,0.000012036984,0.00054102123],"genre_scores_gemma":[0.9992944,0.0000011440246,0.0001061361,0.000016351976,0.00041180325,0.000013741596,0.00010014314,0.000030562125,0.000025717221],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99883205,0.000048203845,0.00045471248,0.0002019919,0.00023004599,0.00023298603],"domain_scores_gemma":[0.9990723,0.0000757606,0.00053007045,0.00010878473,0.00014908478,0.0000639788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001792964,0.00021498908,0.00035071155,0.0000663214,0.00012461218,0.00012104419,0.00010738379,0.000056408015,0.000048907597],"category_scores_gemma":[0.0000033984652,0.00019217322,0.00006693838,0.00020529433,0.000043738957,0.00028106483,0.000013973158,0.00020891955,0.000008603764],"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":[0.00020711782,0.00039799034,0.00395909,0.00007993975,0.00007360408,0.00000253713,0.00060245016,0.53208214,0.45861948,0.0031507558,0.00025467316,0.000570256],"study_design_scores_gemma":[0.004261434,0.00029973782,0.009923053,0.00020231854,0.00013417179,0.0000023471075,0.001432471,0.056889057,0.91067034,0.015416896,0.00024627187,0.00052193133],"about_ca_topic_score_codex":0.00012480894,"about_ca_topic_score_gemma":0.0000041216827,"teacher_disagreement_score":0.47519305,"about_ca_system_score_codex":0.0000408828,"about_ca_system_score_gemma":0.000066090855,"threshold_uncertainty_score":0.78365964},"labels":[],"label_agreement":null},{"id":"W2092125687","doi":"10.1063/1.1479756","title":"Ammonia-molecular-beam epitaxial growth and optical properties of GaN/AlGaN quantum wells","year":2002,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Institute for Microstructural Sciences","funders":"","keywords":"Quantum well; Photoluminescence; Molecular beam epitaxy; Sapphire; Heterojunction; Exciton; Quantum-confined Stark effect; Materials science; Optoelectronics; Wide-bandgap semiconductor; Condensed matter physics; Epitaxy; Laser; Optics; Physics; Nanotechnology; Layer (electronics)","score_opus":0.015458441983454821,"score_gpt":0.20833128900399658,"score_spread":0.19287284702054175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092125687","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":[0.99647534,0.00011156622,0.00030659008,0.000051893043,0.00016012703,0.00012360634,0.000011034085,0.000005758121,0.002754112],"genre_scores_gemma":[0.9989954,0.000017059774,0.0003497328,0.000052556486,0.00054389815,0.0000031924494,0.0000016363086,0.0000257299,0.000010797401],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99888855,0.000018031182,0.000488386,0.00013874129,0.0002482091,0.00021810872],"domain_scores_gemma":[0.99914795,0.000027532986,0.00045359996,0.00013976297,0.00011149106,0.00011968627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011215267,0.0001873147,0.00045474392,0.000039321727,0.00004827499,0.00005717362,0.00015595651,0.000044546592,0.00006657954],"category_scores_gemma":[0.0000029664338,0.0001469098,0.00013675223,0.00008825203,0.00011436072,0.00012438306,0.00003573989,0.00018637128,0.000009708799],"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":[0.00006325734,0.00024674833,0.00023397004,0.00007945329,0.00012487566,0.0000030907147,0.00040718977,0.00015584877,0.96474165,0.032787703,0.0001427333,0.0010135067],"study_design_scores_gemma":[0.0008271462,0.0001280006,0.00015071391,0.000063119754,0.00010671909,0.0000036059887,0.0002830733,0.0001747417,0.98727804,0.010629814,0.00017738454,0.00017763618],"about_ca_topic_score_codex":0.000022207776,"about_ca_topic_score_gemma":9.9967984e-8,"teacher_disagreement_score":0.022536421,"about_ca_system_score_codex":0.000008498553,"about_ca_system_score_gemma":0.000030673815,"threshold_uncertainty_score":0.5990808},"labels":[],"label_agreement":null},{"id":"W2092393480","doi":"10.1139/p08-027","title":"Calculation of ionized impurity-scattering probability with scattering angles in GaN","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Physics; Scattering; Impurity; Ionized impurity scattering; Atomic physics; Electron; Ionization; Electron scattering; Gallium nitride; Ion; Optics; Quantum mechanics; Materials science","score_opus":0.020895195366190042,"score_gpt":0.22126056004891942,"score_spread":0.20036536468272936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092393480","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":[0.9991171,0.00003229965,0.00045392697,0.00006309049,0.000095703086,0.000090543945,0.000020908352,0.0000017734844,0.00012466169],"genre_scores_gemma":[0.9992827,9.687013e-7,0.0004617015,0.000014535088,0.00021404764,0.00000177185,0.00000629074,0.000011952085,0.000006015964],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99928176,0.000034951758,0.00031744828,0.000089514746,0.0000912571,0.00018504234],"domain_scores_gemma":[0.9993151,0.000016188349,0.000264736,0.000118798926,0.00012774122,0.00015743467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012029787,0.00010079372,0.00025563143,0.00007527737,0.000057666628,0.000019569052,0.000109203036,0.000020546539,0.000057956997],"category_scores_gemma":[0.0000030568037,0.00008891602,0.000066151275,0.00013497213,0.00008425421,0.00019506346,0.0000050195054,0.00010398901,0.0000010577064],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038471626,0.00007878515,0.82751006,0.00011323686,0.000079628575,0.000035700326,0.0029558733,0.0047357995,0.15913089,0.0011396264,0.00007962449,0.004102283],"study_design_scores_gemma":[0.0044109975,0.00044462082,0.47441697,0.0012658375,0.00012033039,0.00009522523,0.0010062313,0.00043071187,0.5003652,0.01541915,0.0011040692,0.0009206769],"about_ca_topic_score_codex":0.008779908,"about_ca_topic_score_gemma":0.0021945778,"teacher_disagreement_score":0.35309312,"about_ca_system_score_codex":0.00006078631,"about_ca_system_score_gemma":0.00046690577,"threshold_uncertainty_score":0.99782073},"labels":[],"label_agreement":null},{"id":"W2092438402","doi":"10.1049/el.2010.3167","title":"Monolithic integration of AlGaN/GaN HFET with MOS on silicon 〈111〉 substrates","year":2010,"lang":"en","type":"article","venue":"Electronics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Silicon; Optoelectronics; Substrate (aquarium); Hybrid silicon laser; Silicon on insulator","score_opus":0.006767650234219653,"score_gpt":0.21998652768570484,"score_spread":0.21321887745148518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092438402","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":[0.9980599,0.000016821985,0.00019735297,0.00072798785,0.00015499072,0.00019896672,0.000021539227,0.000029711753,0.00059269666],"genre_scores_gemma":[0.99908656,0.0000018659978,0.00013096853,0.00040344917,0.00019289422,0.000022946182,0.000095063355,0.000028161634,0.000038107926],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99902207,0.00003248242,0.00022305056,0.00024383474,0.00014387733,0.00033468427],"domain_scores_gemma":[0.9993763,0.000045120738,0.00017319266,0.00029498417,0.000055037453,0.000055353405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012924794,0.00019628364,0.00021674995,0.00006264813,0.00005745011,0.000057722948,0.00016964262,0.000050989565,0.00021367893],"category_scores_gemma":[0.0000032111755,0.00015550107,0.00006335942,0.00010350835,0.000056409044,0.00012038493,0.0000073588803,0.0003609318,0.000019233943],"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":[0.000051664516,0.000056667162,0.0021272018,0.000009146401,0.000048001824,5.80108e-7,0.00016106339,0.00007566795,0.9818443,0.014473179,0.00020969985,0.00094280735],"study_design_scores_gemma":[0.00041680888,0.00023732844,0.0011567865,0.000022860111,0.000029662948,0.0000010150563,0.00008337745,0.0001123723,0.99598604,0.0008038103,0.00096272654,0.00018720799],"about_ca_topic_score_codex":0.00025784218,"about_ca_topic_score_gemma":0.00011057167,"teacher_disagreement_score":0.0141417235,"about_ca_system_score_codex":0.000020085034,"about_ca_system_score_gemma":0.000077490295,"threshold_uncertainty_score":0.6341149},"labels":[],"label_agreement":null},{"id":"W2092514008","doi":"10.1016/j.jcrysgro.2013.06.024","title":"Al-enhanced N incorporation in GaNAs alloys grown by chemical beam epitaxy","year":2013,"lang":"en","type":"article","venue":"Journal of Crystal Growth","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cyrium Technologies (Canada); Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Chemical beam epitaxy; Molecular beam epitaxy; Crystal growth; Dimethylhydrazine; Epitaxy; Chemistry; Analytical Chemistry (journal); Crystal (programming language); Crystallography; Materials science; Organic chemistry","score_opus":0.006849200564880646,"score_gpt":0.2178805308144409,"score_spread":0.21103133024956025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092514008","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":[0.9970913,0.000040210598,0.00095229305,0.0004380082,0.00022054788,0.00013711136,0.000019433468,0.000006560173,0.0010945665],"genre_scores_gemma":[0.99899334,0.00000438428,0.00035239648,0.00018643853,0.00033458826,0.000008661443,0.00003226342,0.000018070077,0.00006987992],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99878615,0.000042864507,0.0005967441,0.00013164115,0.00022091191,0.0002216975],"domain_scores_gemma":[0.99904424,0.00003972006,0.0005080067,0.00009719695,0.00017967453,0.00013114276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002084146,0.00015402822,0.0003207382,0.0000856383,0.000027222473,0.00009686154,0.00018479,0.000052368985,0.0007039401],"category_scores_gemma":[0.000013048524,0.00012855738,0.00011280862,0.00010669996,0.00003504553,0.0006094771,0.000029713992,0.00020165752,0.000020110658],"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":[0.000021518756,0.00012611954,0.0032778827,0.000013378996,0.000029138111,0.0000019730871,0.00009052237,0.000006404589,0.98461074,0.00038885436,0.011122347,0.0003111512],"study_design_scores_gemma":[0.0014738158,0.0001852015,0.002957314,0.00008899571,0.00002753739,0.00000699911,0.0003442186,0.00003054221,0.9763944,0.016625997,0.0015886063,0.0002763586],"about_ca_topic_score_codex":0.00032661515,"about_ca_topic_score_gemma":0.000002558777,"teacher_disagreement_score":0.016237143,"about_ca_system_score_codex":0.00004047741,"about_ca_system_score_gemma":0.0000618292,"threshold_uncertainty_score":0.77076507},"labels":[],"label_agreement":null},{"id":"W2092787859","doi":"10.1116/1.582172","title":"Fabrication of high performance GaN modulation doped field effect transistors","year":2000,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nortel (Canada); Institute for Microstructural Sciences","funders":"","keywords":"Materials science; Optoelectronics; Etching (microfabrication); Wafer; Fabrication; Reactive-ion etching; Transconductance; Dry etching; Layer (electronics); Transistor; Nanotechnology","score_opus":0.005866001939344085,"score_gpt":0.22762244683200916,"score_spread":0.22175644489266508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092787859","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":[0.9987408,0.00014539687,0.00022723798,0.00031740783,0.00024288191,0.00012403779,0.000008472236,0.00001601715,0.00017777036],"genre_scores_gemma":[0.99915123,0.00007903931,0.0006308621,0.000017941431,0.00004153366,0.000003126906,0.0000017095933,0.000007176988,0.000067379864],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988655,0.000027271952,0.00045587655,0.00019646189,0.0002240011,0.00023089845],"domain_scores_gemma":[0.9991303,0.000049473663,0.0003862085,0.00019111791,0.00017809293,0.00006478979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058850326,0.00014453275,0.00035530826,0.00033714846,0.00017665277,0.000038057766,0.00034153357,0.0000905895,0.00041742146],"category_scores_gemma":[0.000007743827,0.00010906335,0.00006359501,0.00064710435,0.0002568345,0.0004752398,0.000018813584,0.00018154044,0.0000035498922],"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":[0.00010479967,0.00008051939,0.07503357,0.000041027917,0.000038380604,0.0000011374593,0.00026763845,0.00079373916,0.8818047,0.00054495933,0.000060866496,0.041228656],"study_design_scores_gemma":[0.0009062399,0.0012477121,0.055970807,0.000106783446,0.00007603229,0.000018601784,0.00025174188,0.0028230972,0.9366968,0.0012741793,0.00041354503,0.00021441885],"about_ca_topic_score_codex":0.000076114105,"about_ca_topic_score_gemma":9.0655277e-7,"teacher_disagreement_score":0.054892138,"about_ca_system_score_codex":0.000014532175,"about_ca_system_score_gemma":0.0000748547,"threshold_uncertainty_score":0.4570472},"labels":[],"label_agreement":null},{"id":"W2092941937","doi":"10.1002/ejic.200700780","title":"InN@SiO<sub>2</sub> Nanomaterials as New Blue Light Emitters","year":2008,"lang":"en","type":"article","venue":"European Journal of Inorganic Chemistry","topic":"GaN-based semiconductor devices and materials","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 Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanomaterials; Photoluminescence; Raman spectroscopy; X-ray photoelectron spectroscopy; Chemistry; Indium; Nanotechnology; Precipitation; Blueshift; Chemical engineering; Analytical Chemistry (journal); Optoelectronics; Environmental chemistry; Materials science; Optics; Organic chemistry; Physics","score_opus":0.00907230001268095,"score_gpt":0.1970512919948624,"score_spread":0.18797899198218146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092941937","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":[0.9938256,0.00014015379,0.000040650564,0.00036841852,0.00068978436,0.000056717847,0.000017051148,0.000026826116,0.0048347577],"genre_scores_gemma":[0.99647623,0.000047322705,0.000092288356,0.00047398364,0.0024082812,4.1795226e-7,0.000016415963,0.00007410884,0.00041094777],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998205,0.00012007844,0.000851529,0.00023860481,0.00026071785,0.0003240677],"domain_scores_gemma":[0.9982838,0.00003024976,0.00079750834,0.0003240011,0.00013745605,0.00042699178],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036128596,0.00029634743,0.00043734966,0.000040225725,0.00012521721,0.000094478426,0.00050051947,0.000036048972,0.002187842],"category_scores_gemma":[0.00004510283,0.00026187047,0.0002072297,0.00012497895,0.000052550964,0.00018953953,0.00010777716,0.00024665333,0.00033067845],"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":[0.000033754703,0.00005840113,0.0004522632,0.000023157652,0.00010119063,0.00022229218,0.00044227974,0.0000029800617,0.9638734,0.0000069382468,0.034325212,0.00045815387],"study_design_scores_gemma":[0.00096617185,0.00005669467,0.00028555616,0.000105688225,0.00004573341,0.00047388885,0.0001904442,1.8450032e-7,0.9682724,0.000030266114,0.029307585,0.00026540432],"about_ca_topic_score_codex":0.000007093023,"about_ca_topic_score_gemma":5.3897384e-8,"teacher_disagreement_score":0.005017629,"about_ca_system_score_codex":0.000040871168,"about_ca_system_score_gemma":0.00037966983,"threshold_uncertainty_score":0.9999834},"labels":[],"label_agreement":null},{"id":"W2093576956","doi":"10.1002/pssa.200563501","title":"Electron band structure and optical properties of InN and related alloys","year":2006,"lang":"en","type":"article","venue":"physica status solidi (a)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Lakehead University","funders":"","keywords":"Exciton; Electron; Semiconductor; Band gap; Chemistry; Atomic physics; Condensed matter physics; Physics; Materials science; Quantum mechanics","score_opus":0.0069932818719925394,"score_gpt":0.21562563310186933,"score_spread":0.20863235122987678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093576956","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":[0.9978343,0.00031486034,0.0000036350575,0.000112394046,0.000053135653,0.00015157729,0.00007347519,0.000018391918,0.0014381919],"genre_scores_gemma":[0.9996488,0.0000114982595,0.000060663457,0.000018017203,0.00010345859,0.0000064252886,0.000039275954,0.000019738083,0.00009209627],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991414,0.000027327244,0.00020526785,0.00022430901,0.00010179863,0.00029987862],"domain_scores_gemma":[0.9996413,0.000018450948,0.00010015329,0.00013005846,0.00004594661,0.000064094995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000034085948,0.00016301138,0.000273227,0.000027510665,0.000064264066,0.000049278042,0.00004516735,0.00003358726,0.000046250527],"category_scores_gemma":[0.0000020034945,0.00013064842,0.000034740497,0.00006445453,0.000121887155,0.00012333428,0.000032445507,0.0001015478,0.0000016067202],"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":[0.000025378482,0.000053430187,0.0035240056,0.000043289507,0.00004529442,3.8810467e-7,0.00018495631,0.000011000091,0.98204637,0.0135020865,0.00024140137,0.00032241447],"study_design_scores_gemma":[0.0006120192,0.00008942272,0.009442879,0.000035292633,0.000056979883,0.0000013078673,0.000089148,0.00006133182,0.97516614,0.013052133,0.0011941703,0.00019918785],"about_ca_topic_score_codex":0.0005032409,"about_ca_topic_score_gemma":0.000006078954,"teacher_disagreement_score":0.006880227,"about_ca_system_score_codex":0.000007575999,"about_ca_system_score_gemma":0.00003542563,"threshold_uncertainty_score":0.5327688},"labels":[],"label_agreement":null},{"id":"W2093834082","doi":"10.1557/proc-0892-ff12-12","title":"3D Simulations on Realistic GaN-Based Light-Emitting Diodes","year":2005,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Crosslight Software (Canada)","funders":"","keywords":"Materials science; Optoelectronics; Light-emitting diode; Current crowding; Heterojunction; Diode; Current density; Physics","score_opus":0.017263804814297228,"score_gpt":0.2610440586457164,"score_spread":0.24378025383141916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093834082","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":[0.9727557,0.000010030103,0.00010144038,0.00091061095,0.00013351353,0.00021447071,0.000073486015,0.0001043351,0.025696462],"genre_scores_gemma":[0.9971504,2.8736156e-7,0.00074144977,0.0004241133,0.0010311898,0.000026184307,0.0000602228,0.000034891516,0.00053121144],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989241,0.0000061068263,0.00028280803,0.00030288775,0.0001682203,0.00031592717],"domain_scores_gemma":[0.99945056,0.000058332214,0.00015902604,0.000115463634,0.00011716861,0.000099452525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012557227,0.00020237888,0.00020862924,0.00008244937,0.00020266754,0.00015963167,0.00015217774,0.00004885452,0.000704308],"category_scores_gemma":[0.000022540338,0.00016349567,0.00007414438,0.00014094733,0.000022945083,0.00017277813,0.000011485223,0.00011765473,0.00011585771],"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":[0.00012649863,0.00060611445,0.038403083,0.00022477646,0.00013225953,0.0000017837957,0.0019206756,0.0077384915,0.89384454,0.027849246,0.01310652,0.016045999],"study_design_scores_gemma":[0.001514526,0.00017378334,0.0017599849,0.0003253742,0.00014225327,7.699068e-7,0.0005102645,0.019112468,0.82767457,0.0020319852,0.14587906,0.0008749335],"about_ca_topic_score_codex":0.00008100737,"about_ca_topic_score_gemma":0.000002437469,"teacher_disagreement_score":0.13277255,"about_ca_system_score_codex":0.000039001618,"about_ca_system_score_gemma":0.000034399975,"threshold_uncertainty_score":0.7711678},"labels":[],"label_agreement":null},{"id":"W2094522291","doi":"10.1017/s1431927612013505","title":"Hyperspectral Cathodoluminescence Imaging and Analysis Extending from Ultraviolet to Near Infrared","year":2012,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":18,"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":"Hyperspectral imaging; Cathodoluminescence; Infrared; Ultraviolet; Chemical imaging; Remote sensing; Materials science; Optics; Geology; Physics; Optoelectronics","score_opus":0.01129210841412451,"score_gpt":0.27064575151944786,"score_spread":0.25935364310532333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094522291","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":[0.9936137,0.0017701068,0.0038043645,0.000076198216,0.000109846966,0.00010950112,0.00036455118,0.000024273751,0.00012746095],"genre_scores_gemma":[0.9859824,0.00002952302,0.013074552,0.00022271399,0.0002114403,0.000011523735,0.00022600249,0.000020641199,0.00022116002],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99859643,0.000072720206,0.00030849228,0.00044973992,0.00008842468,0.00048417362],"domain_scores_gemma":[0.99917936,0.000064053,0.00012079367,0.00030079111,0.000044926168,0.0002900698],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024309244,0.00026357785,0.0005254667,0.00020706268,0.00026925534,0.00032603682,0.00013689206,0.000038284903,0.00053787715],"category_scores_gemma":[0.0000064378273,0.00025111492,0.00017337987,0.00054454274,0.00008894067,0.0002644735,0.00008463424,0.00008498545,0.000018179659],"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":[0.000009455301,0.000028302386,0.390263,0.0000047466756,0.00037108132,5.718425e-7,0.0011250976,0.0000030354656,0.6069622,0.00003353173,0.00011710126,0.001081889],"study_design_scores_gemma":[0.0006615775,0.000021492622,0.19515239,0.00005286047,0.0058399495,0.0000038131213,0.004187631,0.0002661639,0.7878231,0.00020510078,0.004858488,0.00092746917],"about_ca_topic_score_codex":0.0035865046,"about_ca_topic_score_gemma":0.000024345582,"teacher_disagreement_score":0.1951106,"about_ca_system_score_codex":0.000022554146,"about_ca_system_score_gemma":0.000017182867,"threshold_uncertainty_score":0.9999941},"labels":[],"label_agreement":null},{"id":"W2094746366","doi":"10.1116/1.2748800","title":"Molecular beam epitaxy growth of the dilute nitride GaAs1−xNx with a helical resonator plasma source","year":2007,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Molecular beam epitaxy; Photoluminescence; Plasma; Nitride; Materials science; Nitrogen; Optoelectronics; Analytical Chemistry (journal); Epitaxy; Chemistry; Nanotechnology; Physics; Layer (electronics)","score_opus":0.0052941656555962335,"score_gpt":0.22175785266431197,"score_spread":0.21646368700871574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094746366","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":[0.997219,0.000370155,0.000937017,0.0009296496,0.00022274329,0.00017684152,0.000022385622,0.000020413863,0.00010179105],"genre_scores_gemma":[0.99792343,0.000019042776,0.0018714537,0.00006868971,0.000044577995,0.0000026619039,5.22635e-7,0.000017754885,0.0000518672],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979512,0.000031337022,0.00063734513,0.0003157193,0.00052344776,0.0005409331],"domain_scores_gemma":[0.99817795,0.00009452233,0.000801313,0.00034346443,0.00041151987,0.00017121098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012924292,0.00024593054,0.00049050985,0.0004385008,0.000295132,0.00007196708,0.0009351199,0.00013367888,0.000042110918],"category_scores_gemma":[0.000038420396,0.00014616895,0.0001336913,0.0012637662,0.0011826942,0.0002880143,0.00023212664,0.00046164065,0.0000019556442],"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":[0.00009210744,0.00011033696,0.07247784,0.000018923422,0.000068394256,0.000015750253,0.00017955143,0.000049556405,0.9216624,0.0047756527,0.000063572326,0.00048590527],"study_design_scores_gemma":[0.00090709346,0.00048089444,0.007961885,0.00013955997,0.00008732608,0.00012707856,0.0014971514,0.00010060654,0.98496836,0.002640128,0.0008639141,0.00022599338],"about_ca_topic_score_codex":0.000063841064,"about_ca_topic_score_gemma":0.0000046715113,"teacher_disagreement_score":0.064515956,"about_ca_system_score_codex":0.000024785735,"about_ca_system_score_gemma":0.0002546244,"threshold_uncertainty_score":0.5960597},"labels":[],"label_agreement":null},{"id":"W2095216126","doi":"10.2478/s11772-007-0017-5","title":"Exciton localization behaviour in different well width undoped GaN/Al0.07Ga0.93N nanostructures","year":2007,"lang":"en","type":"article","venue":"Opto-Electronics Review","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Engineering Link (Canada)","funders":"","keywords":"Photoluminescence; Exciton; Exponential decay; Materials science; Metalorganic vapour phase epitaxy; Luminescence; Spectroscopy; Full width at half maximum; Electron; Quantum well; Spectral line; Optoelectronics; Molecular physics; Atomic physics; Condensed matter physics; Optics; Chemistry; Physics; Laser; Epitaxy; Nanotechnology","score_opus":0.0089593963103897,"score_gpt":0.27498807744020054,"score_spread":0.2660286811298108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095216126","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":[0.92880124,0.062526025,0.0023942662,0.00025909016,0.0006704825,0.001597967,0.00004329889,0.00007506763,0.0036325576],"genre_scores_gemma":[0.9904304,0.0079322895,0.000073179035,0.00048783256,0.00025631872,0.00004093413,0.0003765594,0.00005405192,0.0003483984],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977493,0.000116115734,0.00072651694,0.00044226044,0.0002553837,0.0007104234],"domain_scores_gemma":[0.9990221,0.000047337086,0.00030418063,0.00041092542,0.00007674442,0.00013867726],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045462276,0.00038469638,0.0006599587,0.00009487813,0.000093912124,0.00007518296,0.00029378838,0.00009102692,0.0015232101],"category_scores_gemma":[0.000008410388,0.00031251882,0.0001855442,0.00031482903,0.000032691136,0.00013116123,0.00004603566,0.00026529637,0.000055615925],"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":[0.00028583454,0.0022121046,0.1824491,0.008841157,0.00063401484,0.00008306418,0.0006853372,0.0002859859,0.32860667,0.07039357,0.02202091,0.38350224],"study_design_scores_gemma":[0.0018449964,0.00032613668,0.0059952033,0.0037938016,0.0004705966,0.000013381713,0.00009837056,0.00012757746,0.31127736,0.0057955226,0.6687224,0.0015346409],"about_ca_topic_score_codex":0.00023146962,"about_ca_topic_score_gemma":0.00010175161,"teacher_disagreement_score":0.6467015,"about_ca_system_score_codex":0.00014419924,"about_ca_system_score_gemma":0.000114025854,"threshold_uncertainty_score":0.9999327},"labels":[],"label_agreement":null},{"id":"W2095245233","doi":"10.1117/12.870760","title":"Prospects and challenges of InN-based nanowire heterostructures and devices integrated on Si","year":2010,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McGill University","funders":"McGill University","keywords":"Homojunction; Nanowire; Materials science; Optoelectronics; Light-emitting diode; Heterojunction; Molecular beam epitaxy; Fabrication; Epitaxy; Nanotechnology","score_opus":0.010439203639450804,"score_gpt":0.2209794008967832,"score_spread":0.2105401972573324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095245233","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":[0.9973424,0.00013163166,0.0000013729674,0.0012900975,0.00018736052,0.0003583363,0.000096023374,0.000027628834,0.0005651205],"genre_scores_gemma":[0.9894009,0.000035946887,0.010207443,0.00007692588,0.00017291587,0.00005082611,0.000008289702,0.000032226937,0.000014491661],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987653,1.9073147e-8,0.00041444346,0.00030953452,0.00028812652,0.00022260183],"domain_scores_gemma":[0.9987313,0.00010170936,0.0003393144,0.000047455847,0.0006928557,0.000087346314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026602062,0.00026248847,0.00037407523,0.0000696009,0.000054959153,0.00008474992,0.0003430077,0.00011003539,0.000017389295],"category_scores_gemma":[0.00008498753,0.0001963097,0.0002283622,0.00009903614,0.00022932404,0.00022341312,0.00007235771,0.0002342641,2.004757e-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":[0.0000490248,0.00005551385,0.0018977624,0.0004433489,0.00016379329,1.6682431e-8,0.00011504902,0.0000052887976,0.6888845,0.30773777,0.00010675776,0.0005412082],"study_design_scores_gemma":[0.001298739,0.0004609148,0.0066929893,0.00047243404,0.00012535168,0.0000030361516,0.0014298165,0.0027478698,0.98096836,0.0029078017,0.0025367136,0.0003559964],"about_ca_topic_score_codex":0.000026227262,"about_ca_topic_score_gemma":6.7140786e-7,"teacher_disagreement_score":0.30482996,"about_ca_system_score_codex":0.000015624526,"about_ca_system_score_gemma":0.000024037747,"threshold_uncertainty_score":0.80052775},"labels":[],"label_agreement":null},{"id":"W2096533281","doi":"10.1109/tpel.2015.2434994","title":"A Double-Loop Primary-Side Control Structure for HB-LED Power Regulation","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); Constant current; LED circuit; Constant power circuit; AC power; Controller (irrigation); Power factor; Power (physics); Current loop; Power control; Volt-ampere; Voltage; Engineering; Computer science; Physics; Electrical engineering; Control (management)","score_opus":0.011258929020685505,"score_gpt":0.24396266628099822,"score_spread":0.2327037372603127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096533281","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":[0.62807506,0.0001188246,0.36692333,0.0003261522,0.001449793,0.0011525047,0.00050303206,0.000116946816,0.0013343407],"genre_scores_gemma":[0.9977762,0.0000020245398,0.00034719607,0.00029280595,0.000107511645,0.00012326174,0.00009060113,0.00006173964,0.0011986565],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984129,0.000049929768,0.0003603758,0.0003895015,0.0002403542,0.0005469337],"domain_scores_gemma":[0.9989812,0.000067313245,0.00016674926,0.0003869519,0.00022566688,0.00017213503],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018469614,0.0003083853,0.00036890188,0.00010563341,0.00016531955,0.00010660793,0.0001805474,0.0001310029,0.0006441226],"category_scores_gemma":[0.0000012254563,0.00028844617,0.00020914036,0.0001551383,0.000034207842,0.0002442794,9.577388e-7,0.00025968722,0.000030625077],"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":[0.004972437,0.00096307875,0.00011950793,0.00007778373,0.0012238985,0.0000020785965,0.0014457692,0.027819835,0.9318962,0.02003264,0.005738586,0.005708202],"study_design_scores_gemma":[0.02305835,0.0018142964,0.00010522119,0.000058124504,0.00058535667,0.000010174794,0.0003378057,0.001502707,0.87719685,0.015273806,0.0787589,0.0012984056],"about_ca_topic_score_codex":0.000053232256,"about_ca_topic_score_gemma":0.000037593974,"teacher_disagreement_score":0.36970112,"about_ca_system_score_codex":0.00018956457,"about_ca_system_score_gemma":0.000368852,"threshold_uncertainty_score":0.9999568},"labels":[],"label_agreement":null},{"id":"W2097058694","doi":"10.1016/j.sse.2010.03.017","title":"Large-signal model for AlGaN/GaN HEMTs suitable for RF switching-mode power amplifiers design","year":2010,"lang":"en","type":"article","venue":"Solid-State Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; University of Calgary","funders":"","keywords":"High-electron-mobility transistor; Amplifier; Large-signal model; RF power amplifier; Transistor; Power (physics); Electronic engineering; Mode (computer interface); SIGNAL (programming language); Computer science; Gallium nitride; Materials science; Electrical engineering; Engineering; Bandwidth (computing); Physics; Voltage; Telecommunications; Layer (electronics)","score_opus":0.016135745330308506,"score_gpt":0.2896510784715701,"score_spread":0.27351533314126164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097058694","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":[0.35999218,0.000058391208,0.6377173,0.00007522509,0.00033100092,0.0010371385,0.0005800738,0.00006903768,0.00013964703],"genre_scores_gemma":[0.9919408,0.000007123525,0.0056771226,0.00026020966,0.00029031877,0.0003800914,0.00034678954,0.00013278903,0.0009647487],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9972186,0.00003204921,0.00046055016,0.00057183544,0.0001808495,0.0015361024],"domain_scores_gemma":[0.99870193,0.00018023237,0.00024576136,0.00043181062,0.00021737118,0.00022288886],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00068912515,0.0004117408,0.00047947254,0.00006158012,0.00040773317,0.00020871151,0.00039528392,0.00014007658,0.00019418276],"category_scores_gemma":[0.000016128157,0.0003995758,0.00027505326,0.00009841795,0.000028796883,0.00027127017,0.000039280527,0.00038696005,0.000017823157],"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":[0.0002999226,0.00023708177,0.00010041468,0.00006729852,0.0002320063,5.191945e-7,0.0013596838,0.015090884,0.9320837,0.045149557,0.0045167725,0.00086215785],"study_design_scores_gemma":[0.0028035315,0.00034926838,0.0000035377604,0.000020612135,0.00013765389,0.0000016903637,0.00025955003,0.26407787,0.51274574,0.18882664,0.029928355,0.000845556],"about_ca_topic_score_codex":0.00005212574,"about_ca_topic_score_gemma":0.00012999146,"teacher_disagreement_score":0.6320402,"about_ca_system_score_codex":0.00006429362,"about_ca_system_score_gemma":0.00053600984,"threshold_uncertainty_score":0.9998456},"labels":[],"label_agreement":null},{"id":"W2097929344","doi":"10.1109/ted.2006.885663","title":"At-Bias Extraction of Access Parasitic Resistances in AlGaN/GaN HEMTs: Impact on Device Linearity and Channel Electron Velocity","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Electron Devices","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Linearity; Biasing; Transistor; Channel (broadcasting); Physics; Topology (electrical circuits); Optoelectronics; Materials science; Analytical Chemistry (journal); Electrical engineering; Computer science; Chemistry; Voltage; Telecommunications; Engineering; Quantum mechanics","score_opus":0.024891370477768387,"score_gpt":0.3110855892601783,"score_spread":0.2861942187824099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097929344","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":[0.99721974,0.00024116822,0.0010950743,0.00010223296,0.00017475308,0.0003763712,0.000110562956,0.00004833083,0.00063177495],"genre_scores_gemma":[0.9994496,0.000043131848,0.000028696002,0.000056998473,0.00013732845,0.00006343272,0.000044904893,0.00003488822,0.00014102533],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99800485,0.00015625369,0.00052827294,0.0004942904,0.0002624107,0.000553917],"domain_scores_gemma":[0.9990098,0.00022886586,0.00032983324,0.00026179102,0.0000816606,0.00008804008],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002906383,0.00036975983,0.0004814582,0.00025153378,0.00021564499,0.00011080717,0.00020524794,0.00011747489,0.00016118174],"category_scores_gemma":[0.000001736159,0.0003337539,0.00015254544,0.0003910331,0.00006408013,0.00046457085,0.0000016124185,0.00034743734,0.000010893214],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032782936,0.0037340878,0.043308437,0.00061645964,0.00057022064,0.000012474142,0.00053246156,0.03558266,0.9056539,0.0008682265,0.00029539014,0.005547367],"study_design_scores_gemma":[0.00071526854,0.0004429735,0.047147,0.00011319109,0.00009041345,0.0000033245597,0.000058034155,0.000525747,0.94963926,0.0007372709,0.00017361382,0.0003539096],"about_ca_topic_score_codex":0.0077299774,"about_ca_topic_score_gemma":0.005786173,"teacher_disagreement_score":0.043985333,"about_ca_system_score_codex":0.0001993276,"about_ca_system_score_gemma":0.00010810445,"threshold_uncertainty_score":0.9999114},"labels":[],"label_agreement":null},{"id":"W2098243608","doi":"10.1002/pssc.201300556","title":"Is the Fermi‐level pinned on InN grown surfaces?","year":2014,"lang":"en","type":"article","venue":"Physica status solidi. C, Conferences and critical reviews/Physica status solidi. C, Current topics in solid state physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McGill University","funders":"","keywords":"Condensed matter physics; Fermi level; Nanowire; Materials science; Fermi Gamma-ray Space Telescope; X-ray photoelectron spectroscopy; Quasi Fermi level; Fermi surface; Conduction band; Enhanced Data Rates for GSM Evolution; Photoemission spectroscopy; Electron; Band gap; Physics; Semimetal; Nanotechnology; Nuclear magnetic resonance; Superconductivity; Quantum mechanics","score_opus":0.08246449286242279,"score_gpt":0.3627134670287825,"score_spread":0.2802489741663597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098243608","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":[0.9279562,0.0076641683,0.011176878,0.012456171,0.0061777323,0.0066077183,0.0069411076,0.0004564662,0.020563526],"genre_scores_gemma":[0.98708,0.008418664,0.00022228177,0.0015107546,0.0016746203,0.00043927963,0.0003720976,0.00013035476,0.00015194673],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99145335,0.0009907484,0.0018225281,0.0018422715,0.001062413,0.0028287163],"domain_scores_gemma":[0.99501187,0.0012746974,0.0007446957,0.001538221,0.00054325664,0.0008872872],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00073763187,0.0015447878,0.0024683557,0.00013615344,0.0007947557,0.0008879531,0.0010028468,0.00013809478,0.0002680793],"category_scores_gemma":[0.00020927,0.001160104,0.0007045034,0.0007888377,0.0009886335,0.0007585812,0.00051212945,0.0015028493,0.00024281658],"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":[0.00019712214,0.0028278218,0.0059593776,0.0014054562,0.00031011642,0.0000053937556,0.005786054,0.00016380381,0.0031289908,0.7030145,0.01080802,0.26639336],"study_design_scores_gemma":[0.0032873468,0.0010790428,0.006207585,0.0020880238,0.00053414505,0.000001824279,0.0012469927,0.011170225,0.009547383,0.4245113,0.53684705,0.0034790698],"about_ca_topic_score_codex":0.0007636032,"about_ca_topic_score_gemma":0.000058155787,"teacher_disagreement_score":0.526039,"about_ca_system_score_codex":0.00013219636,"about_ca_system_score_gemma":0.00048817668,"threshold_uncertainty_score":0.99973005},"labels":[],"label_agreement":null},{"id":"W2100581409","doi":"10.1002/pssa.201431658","title":"Reduction of the thermal budget of AlGaN/GaN heterostructures grown on silicon: A step towards monolithic integration of GaN‐HEMTs with CMOS","year":2015,"lang":"en","type":"article","venue":"physica status solidi (a)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Agence Nationale de la Recherche","keywords":"Heterojunction; Materials science; High-electron-mobility transistor; Optoelectronics; Epitaxy; Transistor; CMOS; Gallium nitride; Molecular beam epitaxy; Silicon; Thermal; Nitride; Nanotechnology; Electrical engineering; Voltage; Engineering; Layer (electronics)","score_opus":0.020265738870307793,"score_gpt":0.2578918453237153,"score_spread":0.23762610645340748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100581409","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":[0.99755585,0.00001980799,0.000061807914,0.000061129685,0.00024168311,0.0003279661,0.00020135456,0.000012813999,0.0015175963],"genre_scores_gemma":[0.99952817,0.000001499112,0.00011608524,0.000015723155,0.00021069312,0.000020612513,0.00005238996,0.000026029356,0.00002882596],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99875325,0.00011134275,0.0003469022,0.0002273954,0.00031881433,0.0002422733],"domain_scores_gemma":[0.99867046,0.000023211589,0.00054547377,0.00043465488,0.0002490029,0.00007720681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009541005,0.00021667352,0.00040696736,0.000042797816,0.0000420367,0.000019501429,0.0001953208,0.000043861273,0.000028846182],"category_scores_gemma":[0.0000075013113,0.000136364,0.00013090536,0.00015739593,0.00016815579,0.00014418036,0.000030805877,0.00013381384,0.0000015504836],"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":[0.0002571106,0.00019112103,0.0016678602,0.00005931152,0.000105736864,9.998327e-8,0.0027310292,0.00048761157,0.98910505,0.0028354032,0.0001412997,0.0024183867],"study_design_scores_gemma":[0.0007447804,0.00043189997,0.008899656,0.00010035443,0.00007028835,5.441506e-7,0.0012420972,0.00013306383,0.98650664,0.0016444651,0.00008941485,0.00013676877],"about_ca_topic_score_codex":0.0016059461,"about_ca_topic_score_gemma":0.000010351202,"teacher_disagreement_score":0.0072317957,"about_ca_system_score_codex":0.00002763091,"about_ca_system_score_gemma":0.00017534068,"threshold_uncertainty_score":0.5560762},"labels":[],"label_agreement":null},{"id":"W2102375266","doi":"10.1002/pssc.201000914","title":"GaN HEMT and MOS monolithic integration on silicon substrates","year":2011,"lang":"en","type":"article","venue":"Physica status solidi. C, Conferences and critical reviews/Physica status solidi. C, Current topics in solid state physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Institute for Microstructural Sciences","funders":"","keywords":"High-electron-mobility transistor; Optoelectronics; Materials science; Epitaxy; Silicon; Voltage; Thermal; Transistor; Electrical engineering; Nanotechnology; Layer (electronics); Engineering; Physics","score_opus":0.08347936895874487,"score_gpt":0.34960787930254855,"score_spread":0.2661285103438037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102375266","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":[0.9772637,0.0049449815,0.0026034275,0.00040136065,0.0013520726,0.0023109934,0.0013334071,0.00018204907,0.009607994],"genre_scores_gemma":[0.98642176,0.011414656,0.00025000854,0.00016443596,0.0009018949,0.0003795496,0.0003226809,0.00009448596,0.000050541596],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9937909,0.0005106209,0.0015130929,0.001554099,0.0005884268,0.0020428135],"domain_scores_gemma":[0.99685663,0.00046970267,0.0005489896,0.00084935594,0.00040915207,0.00086614484],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036967426,0.0012727769,0.0020014776,0.00015422373,0.0004246872,0.00052896095,0.00046080828,0.00014541362,0.00017163492],"category_scores_gemma":[0.000104083716,0.001095606,0.0003800602,0.00048483012,0.0007849567,0.00090674515,0.00022971856,0.0011385299,0.000075724034],"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":[0.0002643465,0.0032145195,0.009590894,0.0015240646,0.00022028261,0.000012029258,0.012785289,0.00003495791,0.008008207,0.6520112,0.0005593194,0.31177488],"study_design_scores_gemma":[0.004241311,0.002209562,0.015307894,0.0037929167,0.00082252873,0.000004288937,0.005966569,0.010240401,0.09864125,0.82394356,0.029846083,0.0049836696],"about_ca_topic_score_codex":0.00093885564,"about_ca_topic_score_gemma":0.00007669132,"teacher_disagreement_score":0.3067912,"about_ca_system_score_codex":0.000099717734,"about_ca_system_score_gemma":0.00037364982,"threshold_uncertainty_score":0.9991494},"labels":[],"label_agreement":null},{"id":"W2104128089","doi":"10.1063/1.2955832","title":"Microstructural evolution in H ion induced splitting of freestanding GaN","year":2008,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Materials science; Transmission electron microscopy; Ion; Vacancy defect; Positron annihilation spectroscopy; Hydrogen; Spectroscopy; Crystallography; Condensed matter physics; Positron; Positron annihilation; Electron; Nanotechnology; Chemistry","score_opus":0.01601067799318177,"score_gpt":0.22375287881155714,"score_spread":0.20774220081837538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104128089","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":[0.9982874,0.0000038881494,0.00051701977,0.000031145126,0.0001787822,0.00018575287,0.000020404907,0.000017719813,0.00075790804],"genre_scores_gemma":[0.99923277,2.8606016e-7,0.00019704746,0.00009496039,0.00038045362,0.000013988683,0.0000568642,0.00002072226,0.000002930693],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990826,0.000020842015,0.0002911046,0.00022160502,0.00012580036,0.00025800124],"domain_scores_gemma":[0.9995308,0.00003212208,0.00019956549,0.0001835822,0.00001833896,0.000035575544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007595052,0.00016036422,0.0002494822,0.00005064722,0.00007918849,0.000014282315,0.00012237002,0.000031660766,0.00003272909],"category_scores_gemma":[9.380949e-7,0.00016514376,0.00006499925,0.0001832904,0.000054009302,0.000106282605,0.000027280175,0.00013023369,0.000008241053],"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":[0.000014071978,0.00002295233,0.024448967,0.000017218705,0.000015496533,8.1010427e-7,0.00056186493,0.0002607593,0.9670136,0.0072743255,0.000045340505,0.00032459176],"study_design_scores_gemma":[0.00073571346,0.000010707792,0.02482482,0.000033621356,0.000012525706,7.630775e-7,0.00031124943,0.000035871555,0.9723105,0.0014820112,0.000017046505,0.00022517439],"about_ca_topic_score_codex":0.00058484206,"about_ca_topic_score_gemma":0.000002028187,"teacher_disagreement_score":0.0057923147,"about_ca_system_score_codex":0.000050333667,"about_ca_system_score_gemma":0.000026249383,"threshold_uncertainty_score":0.67343676},"labels":[],"label_agreement":null},{"id":"W2105369925","doi":"10.1088/0268-1242/24/8/085008","title":"Enhanced light output power of GaN-based vertical-injection light-emitting diodes with a 12-fold photonic quasi-crystal by nano-imprint lithography","year":2009,"lang":"en","type":"article","venue":"Semiconductor Science and Technology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Luxmux Technology (Canada)","funders":"","keywords":"Optoelectronics; Light-emitting diode; Materials science; Lithography; Photonic crystal; Diode; OLED; Nano-; Nanosphere lithography; Optics; Thin film; Photonics; Optical power; Nanotechnology; Layer (electronics); Fabrication; Laser; Physics","score_opus":0.006111648392257782,"score_gpt":0.22128165277884831,"score_spread":0.21517000438659054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105369925","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":[0.9971172,0.00021110167,0.00033489816,0.0006179463,0.0001975267,0.00033871483,0.000027408183,0.00013239465,0.0010227714],"genre_scores_gemma":[0.9994061,0.0000061388273,0.00034999213,0.00011528377,0.000035717683,0.000028004513,0.000008103795,0.000018401166,0.00003227998],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977772,0.000028533419,0.0004357074,0.0007528854,0.00035453567,0.0006511028],"domain_scores_gemma":[0.9987653,0.000033240452,0.00022721665,0.0005192147,0.00030684183,0.00014817134],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036978946,0.00032339589,0.00047390567,0.0005232417,0.00026235144,0.00010180975,0.00045755354,0.00015897998,0.00006540466],"category_scores_gemma":[0.00003675303,0.00025464833,0.0000760835,0.0012101294,0.00063241937,0.00035011434,0.000044986027,0.0002551063,0.0000037852092],"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":[0.000029231947,0.00018856446,0.0030553173,0.000017025499,0.000024188099,9.856831e-7,0.00022197787,0.0000013585866,0.992064,0.00200259,0.000053784155,0.0023409526],"study_design_scores_gemma":[0.0006521744,0.00097276765,0.0002027391,0.00010146497,0.00003638598,0.0000058243418,0.0010019472,0.000050202092,0.99489075,0.0010091384,0.00075561326,0.00032099185],"about_ca_topic_score_codex":0.00009890657,"about_ca_topic_score_gemma":0.0000061711075,"teacher_disagreement_score":0.0028525784,"about_ca_system_score_codex":0.000044650886,"about_ca_system_score_gemma":0.00031369732,"threshold_uncertainty_score":0.9999906},"labels":[],"label_agreement":null},{"id":"W2106216835","doi":"10.1109/icnf.2011.5994305","title":"Non-fundamental low frequency noise theory: Drain noise-current modeling of AlGaN/GaN HFETs","year":2011,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Infrasound; Noise (video); Exponent; Materials science; Work (physics); Low frequency; Condensed matter physics; Optoelectronics; Physics; Computational physics; Acoustics; Computer science; Quantum mechanics","score_opus":0.025167693599186254,"score_gpt":0.24909589354294592,"score_spread":0.22392819994375968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106216835","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":[0.97208697,0.00005630698,0.005800167,0.000010879446,0.0005655493,0.0002855263,0.00011469693,0.00003521404,0.02104468],"genre_scores_gemma":[0.99869925,0.0000033492045,0.0007973667,0.000042575786,0.00019762946,0.00002552839,0.000075166136,0.000033568365,0.00012553972],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987093,0.000046468827,0.00043538792,0.00031107783,0.00015893625,0.00033880907],"domain_scores_gemma":[0.9992444,0.00002151334,0.00017067672,0.000351591,0.00007987003,0.00013195653],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024407262,0.00024831074,0.00032755174,0.00006921455,0.00007465867,0.000035573386,0.00027149686,0.000037086822,0.0048354613],"category_scores_gemma":[0.0000024726155,0.00020676205,0.00016659986,0.00008112232,0.000056441753,0.00019448678,0.000057429577,0.000108005675,0.00010752688],"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":[0.00009895561,0.0011549171,0.02853798,0.00020993869,0.00025163052,0.0000033505685,0.0046467464,0.00020341841,0.8574602,0.10204036,0.00022719502,0.005165302],"study_design_scores_gemma":[0.002499518,0.0002597173,0.0018927447,0.0003532416,0.0002135631,0.0000017195417,0.003520321,0.010378648,0.8856668,0.0938017,0.00023649451,0.0011755467],"about_ca_topic_score_codex":0.0013368455,"about_ca_topic_score_gemma":0.000010871609,"teacher_disagreement_score":0.02820658,"about_ca_system_score_codex":0.000016074695,"about_ca_system_score_gemma":0.00007549014,"threshold_uncertainty_score":0.99607426},"labels":[],"label_agreement":null},{"id":"W2108667970","doi":"10.1109/phosst.2015.7248227","title":"AlGaN nanowire ultraviolet lasers on Si","year":2015,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McMaster University; McGill University","funders":"Army Research Office; Natural Sciences and Engineering Research Council of Canada","keywords":"Ultraviolet; Nanowire; Laser; Optoelectronics; Materials science; Semiconductor laser theory; Near ultraviolet; Optics; Semiconductor; Physics","score_opus":0.024364499359918815,"score_gpt":0.25574958139807563,"score_spread":0.23138508203815683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108667970","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":[0.915434,0.0000051500565,0.000046792582,0.00016258757,0.00037993642,0.000090350586,0.00003588655,0.000043786426,0.08380152],"genre_scores_gemma":[0.9957937,2.1932641e-7,0.00013047858,0.00046265015,0.00023227738,0.000009110303,0.00006853268,0.000014571349,0.0032884702],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99939483,0.00002362566,0.00012434823,0.0001650861,0.00010695536,0.00018516075],"domain_scores_gemma":[0.99956506,0.000017838007,0.00004235115,0.0001907355,0.00003891231,0.00014507318],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008997333,0.00011790787,0.00013197948,0.000023737444,0.000034435292,0.00004873609,0.00010896897,0.00002538013,0.0013521152],"category_scores_gemma":[0.0000025670681,0.00009108434,0.000050236842,0.000045742596,0.00001735023,0.00006674223,0.0000142726685,0.000049060596,0.00060644606],"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":[0.000107449065,0.00070389686,0.04881286,0.000034723627,0.00021096366,0.000012269043,0.0012650853,0.00022072557,0.5975909,0.16430643,0.16632971,0.02040497],"study_design_scores_gemma":[0.0020303966,0.0003016894,0.0013978977,0.000049695896,0.00004153115,7.6528977e-7,0.0030049027,0.00007413763,0.8048527,0.0062808204,0.18135183,0.0006136269],"about_ca_topic_score_codex":0.0005117321,"about_ca_topic_score_gemma":0.0000054144384,"teacher_disagreement_score":0.20726182,"about_ca_system_score_codex":0.0000113964215,"about_ca_system_score_gemma":0.00004355689,"threshold_uncertainty_score":0.9995608},"labels":[],"label_agreement":null},{"id":"W2110276716","doi":"10.1002/pssc.201100375","title":"Influence of nitrogen precursor and its flow rate on the quality and the residual doping in GaN grown by molecular beam epitaxy","year":2012,"lang":"en","type":"article","venue":"Physica status solidi. C, Conferences and critical reviews/Physica status solidi. C, Current topics in solid state physics","topic":"GaN-based semiconductor devices and materials","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":"ASTER","funders":"","keywords":"Molecular beam epitaxy; Nitrogen; Growth rate; Doping; Plasma; Ammonia; Volumetric flow rate; Materials science; Epitaxy; Chemical beam epitaxy; Analytical Chemistry (journal); Chemistry; Optoelectronics; Nanotechnology; Layer (electronics); Thermodynamics; Organic chemistry; Physics; Mathematics","score_opus":0.05262018660973086,"score_gpt":0.3578728109860277,"score_spread":0.30525262437629685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110276716","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":[0.9848613,0.010738745,0.00022198165,0.0009913484,0.00020818859,0.0015672797,0.0009580985,0.000022712067,0.0004303146],"genre_scores_gemma":[0.9861162,0.012682689,0.00004900684,0.00026510574,0.00036200197,0.00036971734,0.000098205426,0.00004834412,0.000008785477],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9942557,0.0013542828,0.0014019813,0.0008567918,0.0005326549,0.0015985385],"domain_scores_gemma":[0.9964004,0.0016615342,0.00058257004,0.00062906015,0.00027362193,0.00045279766],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012577233,0.00081944506,0.001730655,0.00007128427,0.00031446439,0.00027547736,0.00042453659,0.00008441088,0.000021414942],"category_scores_gemma":[0.0003250893,0.00055197725,0.0002297721,0.0003997656,0.0010197465,0.0006536499,0.0003227077,0.0008613711,0.000009577842],"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":[0.0004357644,0.0019178455,0.012949183,0.0023674192,0.00027674646,0.0000025558365,0.011206362,0.00035546327,0.01805067,0.91580194,0.00039251224,0.03624352],"study_design_scores_gemma":[0.009877538,0.0010036057,0.022789812,0.0050378907,0.0010043433,0.000002850185,0.0046156566,0.007095481,0.13389179,0.7918114,0.01844049,0.0044291546],"about_ca_topic_score_codex":0.000426823,"about_ca_topic_score_gemma":0.000017959997,"teacher_disagreement_score":0.12399057,"about_ca_system_score_codex":0.000050916748,"about_ca_system_score_gemma":0.00020938425,"threshold_uncertainty_score":0.99969316},"labels":[],"label_agreement":null},{"id":"W2113992013","doi":"10.1021/nl051860m","title":"Diameter-Dependent Electromechanical Properties of GaN Nanowires","year":2006,"lang":"en","type":"article","venue":"Nano Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":270,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"","keywords":"Nanowire; Nanoelectromechanical systems; Resonator; Materials science; Transmission electron microscopy; Resonance (particle physics); Q factor; Modulus; Scanning electron microscope; Optoelectronics; Condensed matter physics; Nanotechnology; Composite material; Nanoparticle; Atomic physics; Physics","score_opus":0.011089273542211257,"score_gpt":0.20480121022559553,"score_spread":0.19371193668338427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113992013","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":[0.99835134,0.00005823354,0.0002902167,0.00046241464,0.00021876594,0.00013643417,0.000021571206,0.000027019438,0.00043401826],"genre_scores_gemma":[0.99911135,7.880344e-7,0.00013748786,0.0002553709,0.00027959864,0.000020377398,0.000015964777,0.000019474905,0.00015958905],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99908954,0.000042148036,0.0002613241,0.00019530597,0.00015595173,0.0002557357],"domain_scores_gemma":[0.9996211,0.000014135272,0.000113452545,0.00019345836,0.000026458596,0.000031377684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000869382,0.0001366627,0.00021954595,0.000048043774,0.000041775278,0.000036978818,0.00015184391,0.000029333456,0.00025580797],"category_scores_gemma":[0.0000017176363,0.00010976125,0.000097609765,0.00006062583,0.000038002658,0.00007766541,0.000022143986,0.000047150643,0.000024618048],"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":[0.000012237501,0.000060692568,0.0015148825,0.000021091206,0.00002523481,8.9103975e-7,0.00003063169,0.000012488601,0.99579334,0.001248933,0.00092140795,0.000358152],"study_design_scores_gemma":[0.00028333775,0.000035326124,0.00019550834,0.000028625991,0.00002061242,6.300061e-7,0.000028191862,0.0000034083973,0.9976538,0.00038965564,0.0012263966,0.00013450049],"about_ca_topic_score_codex":0.0012013701,"about_ca_topic_score_gemma":0.000009840469,"teacher_disagreement_score":0.0018604493,"about_ca_system_score_codex":0.00001576012,"about_ca_system_score_gemma":0.000022243265,"threshold_uncertainty_score":0.44759336},"labels":[],"label_agreement":null},{"id":"W2115856956","doi":"10.1016/j.sse.2006.04.017","title":"Monitoring the self-heating in a high frequency GaN HFET","year":2006,"lang":"en","type":"article","venue":"Solid-State Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Institute for Microstructural Sciences","funders":"","keywords":"Materials science; Optoelectronics","score_opus":0.006914204277505058,"score_gpt":0.24263794394562396,"score_spread":0.2357237396681189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115856956","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":[0.9966161,0.0004266051,0.000080660895,0.00013719118,0.00031762163,0.00024939075,0.000024664483,0.00007333234,0.002074382],"genre_scores_gemma":[0.9987106,0.000032806318,0.0002760622,0.000030513806,0.0006478511,0.00005116808,0.00003672986,0.000039900086,0.00017440393],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983488,0.000084382365,0.0003884742,0.00027832776,0.00015892023,0.00074112567],"domain_scores_gemma":[0.9994024,0.00006587559,0.00015312676,0.00028599257,0.00004800055,0.000044593493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027456574,0.00022540259,0.00024453396,0.000055239,0.00017243694,0.00012490155,0.00024961392,0.000042255095,0.00009068377],"category_scores_gemma":[0.0000028446009,0.00018006953,0.00007477385,0.00022566193,0.000022824326,0.00014758784,0.000029670315,0.0002996131,0.00003086401],"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":[0.00003776217,0.00050186133,0.32351518,0.00010313782,0.00021645156,0.000020415413,0.0020425082,0.0069782026,0.5916549,0.06803959,0.00041469035,0.0064753075],"study_design_scores_gemma":[0.002302393,0.00020889993,0.025370061,0.00016772818,0.0001092963,0.0000051709135,0.00092086376,0.0010450326,0.77305174,0.18901514,0.0066313795,0.0011723012],"about_ca_topic_score_codex":0.0039304364,"about_ca_topic_score_gemma":0.00024680304,"teacher_disagreement_score":0.29814512,"about_ca_system_score_codex":0.00012767292,"about_ca_system_score_gemma":0.00018758778,"threshold_uncertainty_score":0.7343022},"labels":[],"label_agreement":null},{"id":"W2116552011","doi":"10.1109/tdmr.2010.2046739","title":"Analytical Modeling of Current Collapse in AlGaN/GaN HFETs According to the Virtual Gate Concept","year":2010,"lang":"en","type":"article","venue":"IEEE Transactions on Device and Materials Reliability","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Limiting; Reliability (semiconductor); Heterojunction; Microwave; Materials science; Power semiconductor device; Transistor; Engineering physics; Optoelectronics; Wide-bandgap semiconductor; Power (physics); Current (fluid); Field (mathematics); Electronic engineering; Computer science; Electrical engineering; Physics; Voltage; Engineering; Mechanical engineering; Telecommunications","score_opus":0.022128167644569225,"score_gpt":0.29004828053939663,"score_spread":0.2679201128948274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116552011","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":[0.98513496,0.000008150456,0.012214821,0.00020136619,0.0015821642,0.0005025279,0.0002914882,0.000019282488,0.000045230667],"genre_scores_gemma":[0.9996146,0.0000069020016,0.000084774074,0.000064638625,0.00013770435,0.000053425138,0.000009294511,0.000017244518,0.000011417434],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99847686,0.00013018338,0.00056464825,0.00036993527,0.00015323577,0.00030510814],"domain_scores_gemma":[0.99913937,0.00013579559,0.00009670562,0.00039210712,0.00010215477,0.00013387403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006925709,0.00020979546,0.00042027532,0.000079584024,0.000115386945,0.00008374394,0.00018412415,0.00006969382,0.00036945695],"category_scores_gemma":[0.000010641229,0.00015681969,0.0000794364,0.00017617564,0.00008028621,0.00013721811,0.0000058692513,0.00021536111,0.000018760518],"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":[0.0004583004,0.00082199374,0.0013422982,0.00020162974,0.00008706242,0.0000012304364,0.0021025427,0.049203757,0.93024373,0.0023497124,0.000043296433,0.013144468],"study_design_scores_gemma":[0.0011799583,0.00019767962,0.00050681934,0.00016583902,0.00014625,0.0000017171881,0.0016302365,0.011621604,0.9821783,0.0008243397,0.0010715479,0.00047574227],"about_ca_topic_score_codex":0.0011982978,"about_ca_topic_score_gemma":0.00016298908,"teacher_disagreement_score":0.05193456,"about_ca_system_score_codex":0.000020754587,"about_ca_system_score_gemma":0.000076409146,"threshold_uncertainty_score":0.63949215},"labels":[],"label_agreement":null},{"id":"W2117264908","doi":"10.5539/apr.v5n2p14","title":"Monte Carlo Study of the Dynamic Screening Effect in Doped GaN","year":2013,"lang":"en","type":"article","venue":"Applied Physics Research","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Physics; Monte Carlo method; Condensed matter physics; Electron; Phonon; Scattering rate; Scattering; Doping; Fermi–Dirac statistics; Plasmon; Drift velocity; Atomic physics; Quantum mechanics","score_opus":0.034657828648392,"score_gpt":0.33270062620674695,"score_spread":0.29804279755835494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117264908","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":[0.99495614,0.000007691843,0.000015801514,0.000021233995,0.000052210813,0.0018485422,0.00001090487,0.000009469133,0.003078003],"genre_scores_gemma":[0.99925715,4.3064054e-7,0.000015677288,0.00000814313,0.00009514212,0.00045377578,0.0000049538353,0.000028629085,0.00013610437],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99826497,0.00027933394,0.0002583974,0.0002917452,0.0004746768,0.00043090642],"domain_scores_gemma":[0.9989623,0.00023441119,0.00008574199,0.0005524773,0.00010742213,0.000057675563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006070881,0.00015555459,0.00029627705,0.00006482473,0.00013679668,0.00008382767,0.0004841123,0.000030905994,0.00013445443],"category_scores_gemma":[0.000004068382,0.00010813039,0.00006446368,0.0005155494,0.00008208761,0.00008603582,0.00021315536,0.00038300152,0.000051425322],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000082557584,0.0010212638,0.10848845,0.00010657739,0.00017713665,9.78744e-7,0.004220554,0.0046000006,0.8514315,0.002411522,0.00037259673,0.027086895],"study_design_scores_gemma":[0.010541198,0.0009864399,0.2569954,0.00027643977,0.00009932432,2.269131e-7,0.027927732,0.01398235,0.6689389,0.018878236,0.00023353548,0.0011402525],"about_ca_topic_score_codex":0.010973138,"about_ca_topic_score_gemma":0.000094065465,"teacher_disagreement_score":0.18249261,"about_ca_system_score_codex":0.000025794505,"about_ca_system_score_gemma":0.000041348703,"threshold_uncertainty_score":0.99561286},"labels":[],"label_agreement":null},{"id":"W2117349130","doi":"10.1109/mwsym.2012.6259738","title":"A new type of GaN HEMT based high power high-pass/low-pass phase shifter at X band","year":2012,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Space Agency; Carleton University; Communications Research Centre Canada","funders":"","keywords":"Phase shift module; High-electron-mobility transistor; Monolithic microwave integrated circuit; Insertion loss; Return loss; Materials science; Bandwidth (computing); Optoelectronics; Gallium nitride; Electrical engineering; Amplifier; Transistor; Engineering; Telecommunications; CMOS","score_opus":0.015208785568005293,"score_gpt":0.26644427678563154,"score_spread":0.25123549121762623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117349130","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":[0.9933427,0.00004241523,0.0006394723,0.0001750092,0.0009752749,0.00020124583,0.00012853718,0.000035737172,0.00445964],"genre_scores_gemma":[0.99521714,5.474252e-7,0.0008882553,0.0002791932,0.000506166,0.000008553959,0.00015687432,0.00003576159,0.0029075043],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988141,0.00004330646,0.00032731463,0.00022459103,0.00017384916,0.00041680963],"domain_scores_gemma":[0.9990964,0.00005360051,0.0001518133,0.00037353934,0.000067752066,0.00025687666],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012894816,0.00023449477,0.00036031788,0.000053270767,0.00005238569,0.000037986636,0.00015761367,0.0000664219,0.04764459],"category_scores_gemma":[0.00000299772,0.00018620284,0.00011302507,0.000109395114,0.000028462837,0.00019292026,0.000033240463,0.0000682387,0.00028268655],"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":[0.00027098227,0.00060935295,0.021112273,0.00005439612,0.00013825131,0.0000014020538,0.00023461292,0.000009727492,0.9463383,0.008026248,0.022634778,0.00056969875],"study_design_scores_gemma":[0.0033730601,0.00016567044,0.0058662593,0.000035477737,0.00008538248,3.3608856e-7,0.000056614583,0.000009075854,0.96958476,0.00041807184,0.020069757,0.00033550907],"about_ca_topic_score_codex":0.0017229761,"about_ca_topic_score_gemma":0.000015340289,"teacher_disagreement_score":0.047361903,"about_ca_system_score_codex":0.000024256937,"about_ca_system_score_gemma":0.00007843948,"threshold_uncertainty_score":0.953226},"labels":[],"label_agreement":null},{"id":"W2118050415","doi":"10.4028/www.scientific.net/msf.353-356.779","title":"AlN Crystal Growth by Sublimation Technique","year":2001,"lang":"en","type":"article","venue":"Materials science forum","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Sublimation (psychology); Materials science; Crystal growth; Crystallography; Engineering physics; Engineering","score_opus":0.008876414473981785,"score_gpt":0.23910728500758482,"score_spread":0.23023087053360303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118050415","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":[0.991674,0.0000071064123,0.0033254158,0.0003657542,0.0006821288,0.0003400634,0.00018712667,0.000075221025,0.0033431891],"genre_scores_gemma":[0.9987627,0.000002335082,0.00046186178,0.00012503102,0.00015457462,0.000086409564,0.00009130425,0.000015621135,0.00030015272],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985727,0.000032999265,0.0002835533,0.00032974742,0.00025718377,0.00052379596],"domain_scores_gemma":[0.9993933,0.000011173966,0.00014970527,0.00023515882,0.00010530955,0.0001053749],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00059311383,0.00016042803,0.00019224259,0.00010221961,0.0002871826,0.0004553879,0.00039475894,0.000035991743,0.0030519685],"category_scores_gemma":[0.000009789972,0.00013820677,0.000034893186,0.0003092769,0.00018306951,0.000765112,0.000104436716,0.0000365968,0.00010986117],"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":[0.000007848568,0.000033919765,0.0020458866,0.0000073495276,0.0000024639314,5.038109e-7,0.000031127158,6.0837186e-7,0.9862756,0.009248807,0.0022312456,0.00011463626],"study_design_scores_gemma":[0.0001562328,0.00004099858,0.00024390011,0.000015800495,0.000005363831,0.0000036756876,0.00017187804,0.000008035068,0.98978204,0.00467099,0.0047196127,0.00018145241],"about_ca_topic_score_codex":0.0006070914,"about_ca_topic_score_gemma":0.0000021263452,"teacher_disagreement_score":0.007088715,"about_ca_system_score_codex":0.00003387771,"about_ca_system_score_gemma":0.00007582443,"threshold_uncertainty_score":0.99785936},"labels":[],"label_agreement":null},{"id":"W2118538457","doi":"10.1109/emicc.2007.4412721","title":"High quality factor micromachined toroid and solenoid inductors","year":2007,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"University of Calgary","funders":"Asylum, Migration and Integration Fund","keywords":"Inductor; Solenoid; Fabrication; Materials science; Q factor; Surface micromachining; Toroid; Electroplating; Optoelectronics; Plating (geology); Quality (philosophy); Ohmic contact; CMOS; Electrical engineering; Electronic engineering; Engineering; Nanotechnology; Physics; Resonator; Layer (electronics); Voltage","score_opus":0.01860039390572428,"score_gpt":0.2839868172690618,"score_spread":0.2653864233633375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118538457","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":[0.9961984,0.000031095165,0.00034938694,0.000061874205,0.00043109656,0.00013631652,0.000099,0.00005248963,0.0026403395],"genre_scores_gemma":[0.9980257,0.0000010576357,0.0007189316,0.00014041454,0.0003744429,0.000002597761,0.00004932144,0.000017175134,0.00067035086],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989995,0.000035327626,0.00031550525,0.00025397734,0.00010229351,0.00029342176],"domain_scores_gemma":[0.99944735,0.00006855805,0.000107214524,0.00019896006,0.000036586516,0.00014131569],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026590802,0.00017711792,0.00024224386,0.000039419636,0.000086533764,0.00006937495,0.00010215437,0.000050517134,0.0025920223],"category_scores_gemma":[0.000004091764,0.00014156757,0.000054139713,0.00005204526,0.000039402996,0.00013101072,0.000050262028,0.00008641503,0.000033499866],"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":[0.000018598179,0.00005388932,0.048103277,0.000014830474,0.000038250648,6.211604e-7,0.00021507633,1.959947e-7,0.9292916,0.018638961,0.00022882558,0.0033958748],"study_design_scores_gemma":[0.0008066764,0.00005180962,0.14653674,0.000009132065,0.000018199424,7.108951e-7,0.0006560121,9.4148396e-7,0.84409094,0.0031405976,0.004304676,0.00038359314],"about_ca_topic_score_codex":0.0052453093,"about_ca_topic_score_gemma":0.00008357514,"teacher_disagreement_score":0.09843346,"about_ca_system_score_codex":0.000014796196,"about_ca_system_score_gemma":0.000021895068,"threshold_uncertainty_score":0.99831975},"labels":[],"label_agreement":null},{"id":"W2120056932","doi":"10.2174/978160805052911101010022","title":"Growth, Properties, and Device Applications of III-Nitride Nanowire Heterostructures","year":2012,"lang":"en","type":"book-chapter","venue":"BENTHAM SCIENCE PUBLISHERS eBooks","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"","keywords":"Nanowire; Heterojunction; Materials science; Nitride; Nanoscopic scale; Nanotechnology; Light-emitting diode; Optoelectronics; Layer (electronics)","score_opus":0.02516965329736913,"score_gpt":0.22467250271162514,"score_spread":0.199502849414256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120056932","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":[0.13568081,0.001104359,0.00006634211,0.000060958413,0.0008712145,0.0018527147,0.00034025565,0.00008801016,0.85993534],"genre_scores_gemma":[0.9514,0.000003590866,0.00018964105,0.00008421232,0.00037730281,0.00009494807,0.000054955537,0.000048867805,0.047746483],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979141,0.000013506834,0.000496265,0.0005943315,0.00050405716,0.00047777814],"domain_scores_gemma":[0.9982549,0.000025987372,0.0005184478,0.00052815705,0.00038374573,0.00028878864],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000367755,0.00038983265,0.00046944118,0.00028309695,0.00030829565,0.00064202846,0.0007328418,0.0001389793,0.00042579588],"category_scores_gemma":[0.0000067680003,0.00032379976,0.00011795609,0.000064513835,0.0010492865,0.0008260156,0.00028187616,0.00022311542,0.000008808545],"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":[0.000052250445,0.00008737865,0.0025208,0.0007234321,0.00029792258,0.0000013263804,0.0022250644,0.00000211861,0.4949827,0.40612382,0.0031985478,0.08978462],"study_design_scores_gemma":[0.0016595143,0.00016359452,0.0006040281,0.0007693958,0.00060207467,0.000018062126,0.0013036415,0.000012622547,0.41495737,0.05892082,0.5182983,0.002690533],"about_ca_topic_score_codex":0.0005307107,"about_ca_topic_score_gemma":0.000012366263,"teacher_disagreement_score":0.8157192,"about_ca_system_score_codex":0.000045899324,"about_ca_system_score_gemma":0.00039380087,"threshold_uncertainty_score":0.9999214},"labels":[],"label_agreement":null},{"id":"W2120926149","doi":"10.1139/cjp-2013-0565","title":"Effect of thermal annealing in a-In<sub><i>x</i></sub>Ga<sub>1–</sub><sub><i>x</i></sub>N films prepared by reactive RF-sputtering","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Sputtering; Annealing (glass); Amorphous solid; Indium; Analytical Chemistry (journal); Gallium; Nitride; Gallium nitride; Diffraction; Physics; Thin film; Materials science; Crystallography; Optics; Optoelectronics; Nanotechnology; Metallurgy; Chemistry","score_opus":0.005997348338974617,"score_gpt":0.20887906946193158,"score_spread":0.20288172112295697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120926149","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":[0.997813,0.0001547702,0.00015972905,0.00006192009,0.00071524706,0.00038950352,0.00032309568,0.000012358972,0.00037036726],"genre_scores_gemma":[0.99876344,0.000015313326,0.00003240867,0.000121591525,0.0008460543,0.000024505342,0.00009212248,0.00010255413,0.0000019853937],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9968073,0.0004146573,0.0010522327,0.00045459945,0.0003354526,0.00093578966],"domain_scores_gemma":[0.99736345,0.00031140784,0.0010276088,0.00044128663,0.00021088729,0.00064535375],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010200075,0.0005426237,0.0010881852,0.00028107726,0.00014003931,0.00013998384,0.0004920903,0.00016280245,0.000023567087],"category_scores_gemma":[0.000050906194,0.00054740364,0.00037544686,0.00039385588,0.0001405544,0.000589786,0.00004900601,0.00062565325,0.000019137888],"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":[0.00011195079,0.000063786305,0.0069551845,0.00013428956,0.00013064858,0.000030006464,0.0009099328,0.0018896488,0.96747625,0.00006992488,0.00077587867,0.02145252],"study_design_scores_gemma":[0.0017508863,0.00040000505,0.0018589783,0.0006042521,0.00010699755,0.000008049152,0.00022100845,0.00029473376,0.99349684,0.0005028634,0.00026123278,0.0004941314],"about_ca_topic_score_codex":0.0027921288,"about_ca_topic_score_gemma":0.0018270925,"teacher_disagreement_score":0.026020633,"about_ca_system_score_codex":0.00022092935,"about_ca_system_score_gemma":0.0005959949,"threshold_uncertainty_score":0.99969774},"labels":[],"label_agreement":null},{"id":"W2122087766","doi":"10.1557/opl.2012.15","title":"InN on GaN Heterostructure Growth by Migration Enhanced Epitaxial Afterglow (MEAglow)","year":2012,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Lakehead University","funders":"","keywords":"Materials science; Indium; Heterojunction; Optoelectronics; Epitaxy; Layer (electronics); Substrate (aquarium); Chemical vapor deposition; Metalorganic vapour phase epitaxy; Nanotechnology","score_opus":0.006687448506677162,"score_gpt":0.21832457339959083,"score_spread":0.21163712489291367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122087766","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":[0.9960508,0.000029704795,0.000054907363,0.00033518695,0.0006258784,0.00022514633,0.0000780543,0.0000613057,0.0025390596],"genre_scores_gemma":[0.99779093,0.0000026429893,0.00013913568,0.0006726499,0.0009352453,0.000058424423,0.00011035348,0.00003440104,0.00025620175],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988583,0.000008488163,0.0002368403,0.00027659658,0.0001879323,0.00043189872],"domain_scores_gemma":[0.9994981,0.000009170969,0.00016152395,0.000089315145,0.00009341766,0.00014846065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001142398,0.0002471821,0.00022134012,0.000048422713,0.00011232839,0.00012962426,0.0001496351,0.000073048875,0.00046678082],"category_scores_gemma":[0.000008026699,0.00021450034,0.0000809194,0.00010948671,0.00003021172,0.00045536904,0.000024207371,0.00013750163,0.00009019649],"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":[0.00004117871,0.00007894774,0.03152731,0.00003212533,0.00002156649,6.176913e-8,0.0011854274,2.0904626e-7,0.93760926,0.0019845208,0.026564788,0.00095463445],"study_design_scores_gemma":[0.00045279958,0.00011254533,0.00427713,0.000040587758,0.000023771048,5.7003336e-7,0.00025531487,0.000008580417,0.97340804,0.000762816,0.020338718,0.00031914935],"about_ca_topic_score_codex":0.00009828914,"about_ca_topic_score_gemma":0.0000012010123,"teacher_disagreement_score":0.035798788,"about_ca_system_score_codex":0.000025683761,"about_ca_system_score_gemma":0.000011110241,"threshold_uncertainty_score":0.874707},"labels":[],"label_agreement":null},{"id":"W2122885127","doi":"10.1109/ccece.2004.1349770","title":"Channel conductivity of high frequency field effect transistor designed on nitride semiconductors","year":2004,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"Lakehead University","funders":"","keywords":"Materials science; Transistor; Optoelectronics; Field-effect transistor; Conductivity; Nitride; Semiconductor; Gallium nitride; Equivalent circuit; Layer (electronics); Electrical engineering; Nanotechnology; Physics; Voltage; Engineering","score_opus":0.012662050576415302,"score_gpt":0.2354822806465451,"score_spread":0.2228202300701298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122885127","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":[0.9951977,0.00002288135,0.0011321865,0.00014832737,0.0006395264,0.00039519506,0.0000844235,0.000053869237,0.0023258703],"genre_scores_gemma":[0.9991612,0.0000013611381,0.00023632289,0.00015278436,0.00022893316,0.000034431552,0.000038807484,0.000027139933,0.00011903284],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99878615,0.000085684806,0.0003313844,0.00033473308,0.00016468533,0.00029739074],"domain_scores_gemma":[0.9991469,0.000198965,0.00015335609,0.00033352154,0.000060637023,0.00010664736],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020052024,0.00027322076,0.00048604043,0.00008967027,0.0000721251,0.000023050043,0.0001868407,0.000086412634,0.0014218834],"category_scores_gemma":[0.000015567393,0.00021963098,0.00018463383,0.00012933962,0.00004991026,0.00016374598,0.000013708724,0.00013794382,0.000040241554],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007659735,0.00017544373,0.0007423204,0.000060678853,0.00009600561,0.0000021451929,0.00016701089,0.0001884912,0.9864745,0.011561449,0.00013828374,0.00031703693],"study_design_scores_gemma":[0.0013979125,0.00052135973,0.00022377525,0.000057460962,0.000056363762,6.7515765e-7,0.00008398305,9.068072e-7,0.98884463,0.008542762,0.000030951676,0.00023922516],"about_ca_topic_score_codex":0.007311095,"about_ca_topic_score_gemma":0.000026913889,"teacher_disagreement_score":0.007284181,"about_ca_system_score_codex":0.00003761369,"about_ca_system_score_gemma":0.000082931125,"threshold_uncertainty_score":0.999491},"labels":[],"label_agreement":null},{"id":"W2123626372","doi":"10.1049/el:20050336","title":"Effect of gate-source access region stress on current collapse in AlGaN/GaN HFETs","year":2005,"lang":"en","type":"article","venue":"Electronics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Materials science; Optoelectronics; Amplifier; Stress (linguistics); Current (fluid); Wide-bandgap semiconductor; Gallium nitride; Electronic circuit; Power (physics); Logic gate; Electrical engineering; Nanotechnology; CMOS; Engineering; Layer (electronics); Physics","score_opus":0.0088670923176283,"score_gpt":0.2693649465534286,"score_spread":0.2604978542358003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123626372","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":[0.998083,0.00023357639,0.00016107966,0.0007131495,0.00020244723,0.0003677674,0.000016450476,0.000023601324,0.00019894776],"genre_scores_gemma":[0.99923545,0.000020220195,0.000005380023,0.00026918756,0.00031354447,0.000037827813,0.00006264932,0.00003135308,0.000024410452],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99856025,0.00016566456,0.00030914956,0.0003070478,0.00017739132,0.00048046795],"domain_scores_gemma":[0.99930614,0.00011383973,0.00020329254,0.00029276503,0.000019919173,0.000064026455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021788351,0.00023747393,0.00033671013,0.00012359173,0.0000398466,0.000059402373,0.00031689144,0.00003892056,0.00008067923],"category_scores_gemma":[0.000005140026,0.00021382312,0.000103948296,0.00017912684,0.000031191128,0.00014532873,0.00003521604,0.0002444184,0.000017880784],"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":[0.0009782482,0.00089660805,0.08861376,0.0005350493,0.00019918787,0.000011585726,0.0009268479,0.031602312,0.73901594,0.0029938964,0.008724725,0.12550184],"study_design_scores_gemma":[0.0016869348,0.0003343424,0.0005803329,0.00018603835,0.000040716615,7.007383e-7,0.000012741871,0.0003566669,0.9751385,0.000050805524,0.021299088,0.00031316522],"about_ca_topic_score_codex":0.0001314258,"about_ca_topic_score_gemma":0.000040969404,"teacher_disagreement_score":0.23612253,"about_ca_system_score_codex":0.00009135148,"about_ca_system_score_gemma":0.000046525107,"threshold_uncertainty_score":0.8719454},"labels":[],"label_agreement":null},{"id":"W2123757351","doi":"10.1109/ted.2011.2109961","title":"Fin- and Island-Isolated AlGaN/GaN HFETs","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Electron Devices","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"CMC Microsystems","keywords":"Transconductance; Materials science; Optoelectronics; Threshold voltage; Transistor; Heterojunction; Voltage; Electrical engineering; Engineering","score_opus":0.015221579729899267,"score_gpt":0.2326695754073626,"score_spread":0.21744799567746334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123757351","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":[0.97812384,0.000097722885,0.017964007,0.0000517669,0.00030764233,0.00021215758,0.000068409485,0.000089008936,0.0030854668],"genre_scores_gemma":[0.9991533,0.000022006308,0.000092060705,0.00013084454,0.000076852455,0.000036234724,0.000012026954,0.000030358962,0.00044629013],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99892837,0.00005084415,0.00023462933,0.00031786104,0.00010140985,0.0003669095],"domain_scores_gemma":[0.99951375,0.000037824302,0.00009302171,0.00020983495,0.00004085277,0.000104699255],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000838411,0.00023157746,0.00023406856,0.000099331555,0.00018537349,0.000057001227,0.00013356993,0.000066684515,0.0018976231],"category_scores_gemma":[2.6861892e-7,0.00020677577,0.00008251629,0.0001339886,0.000040156432,0.00019754432,8.114876e-7,0.0001914872,0.00009159564],"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":[0.0011753971,0.0025579303,0.010076358,0.00029878467,0.0020896601,0.000022105716,0.008696598,0.00044711668,0.89216256,0.005018514,0.0011315942,0.07632335],"study_design_scores_gemma":[0.0010036282,0.00059878506,0.0015796375,0.00005690979,0.00019625328,0.0000075904168,0.00027280668,0.00043746643,0.99012834,0.001351651,0.003808915,0.0005579888],"about_ca_topic_score_codex":0.0007666587,"about_ca_topic_score_gemma":0.00036461474,"teacher_disagreement_score":0.09796578,"about_ca_system_score_codex":0.0000112921,"about_ca_system_score_gemma":0.000040173472,"threshold_uncertainty_score":0.9990148},"labels":[],"label_agreement":null},{"id":"W2125517488","doi":"10.1039/c4nr03365e","title":"Toward highly radiative white light emitting nanostructures: a new approach to dislocation-eliminated GaN/InGaN core–shell nanostructures with a negligible polarization field","year":2014,"lang":"en","type":"article","venue":"Nanoscale","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Materials science; Optoelectronics; Chemical vapor deposition; Nanostructure; Chalcogenide; Nitride; Polarization (electrochemistry); Wafer; Quantum dot; Quantum well; Nanotechnology; Optics; Laser; Chemistry; Physics","score_opus":0.01116772788572765,"score_gpt":0.2276032745401599,"score_spread":0.21643554665443226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125517488","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":[0.9646016,0.000045852707,0.02203445,0.0008945127,0.00065363874,0.0008830317,0.00007612138,0.00014667792,0.010664149],"genre_scores_gemma":[0.9917048,0.0000010658495,0.0045759124,0.00074982445,0.00066049304,0.000040481962,0.00028765458,0.00006062986,0.0019191221],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980907,0.000089391295,0.00040932547,0.0006310089,0.00028923491,0.0004903255],"domain_scores_gemma":[0.9987338,0.00009621948,0.00027410215,0.00044432151,0.00016324161,0.00028832647],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012993903,0.000390424,0.00043919083,0.00015171955,0.0002482991,0.00022311596,0.00035402016,0.00015285859,0.00026561954],"category_scores_gemma":[0.00005655396,0.00031198713,0.00009336577,0.0004747651,0.000032088705,0.0002287365,0.000058563342,0.00019851356,0.00003683216],"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":[0.00025438162,0.00015729376,0.037938852,0.0001678933,0.00018343446,0.000001503423,0.011016305,0.0011330801,0.9178617,0.012046072,0.012647578,0.0065918867],"study_design_scores_gemma":[0.0016393826,0.00039218616,0.006087412,0.00018195149,0.00015057751,0.000005411466,0.0012501847,0.0007945356,0.9684165,0.0026372352,0.017593335,0.0008512772],"about_ca_topic_score_codex":0.0010501656,"about_ca_topic_score_gemma":0.000028198543,"teacher_disagreement_score":0.05055479,"about_ca_system_score_codex":0.000039023438,"about_ca_system_score_gemma":0.00014716272,"threshold_uncertainty_score":0.99993324},"labels":[],"label_agreement":null},{"id":"W2129725465","doi":"10.1109/mwsym.2012.6259553","title":"Linearity of GaN HEMT RF power amplifiers - a circuit perspective","year":2012,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":41,"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 Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Agilent Technologies","keywords":"Linearity; Amplifier; Transconductance; Capacitance; High-electron-mobility transistor; Gain compression; Materials science; Nonlinear system; RF power amplifier; Optoelectronics; Power (physics); Gallium nitride; Nonlinear distortion; Electronic engineering; Electrical engineering; Physics; Voltage; Transistor; Engineering; Electrode; CMOS","score_opus":0.02429314262757697,"score_gpt":0.2728449152366427,"score_spread":0.24855177260906575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129725465","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":[0.8990125,0.000046305435,0.0009486287,0.000035026576,0.00031713667,0.000120280754,0.00005598508,0.000021792375,0.09944232],"genre_scores_gemma":[0.99882543,4.265794e-7,0.000099741526,0.00007364955,0.00025406544,0.0000064123865,0.000012576286,0.0000125103825,0.0007151753],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993309,0.000020571024,0.00016662038,0.00013234127,0.00009383034,0.00025574668],"domain_scores_gemma":[0.99948597,0.000027128694,0.0000864683,0.00020015024,0.00009202765,0.00010826102],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013293992,0.00011207978,0.00019333661,0.000031359625,0.000038025108,0.00002088146,0.00009648767,0.00003271272,0.0067202705],"category_scores_gemma":[0.000005101274,0.00009425399,0.00009574288,0.00006832711,0.000042050615,0.00014707321,0.000022393458,0.000065799235,0.00007524672],"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":[0.000017395387,0.0004251857,0.15447448,0.000022556118,0.00017004466,2.597703e-7,0.0035436149,0.0000034702407,0.2987952,0.540212,0.002097238,0.00023861646],"study_design_scores_gemma":[0.001368854,0.0001600288,0.024021262,0.000041817686,0.0001395971,0.0000028856348,0.028651992,0.000010557102,0.8955907,0.026127474,0.023089182,0.0007956036],"about_ca_topic_score_codex":0.0016562084,"about_ca_topic_score_gemma":0.0000034006275,"teacher_disagreement_score":0.59679556,"about_ca_system_score_codex":0.00002024797,"about_ca_system_score_gemma":0.000032903405,"threshold_uncertainty_score":0.9941877},"labels":[],"label_agreement":null},{"id":"W2129731050","doi":"10.1002/9781118984291.ch5","title":"Axial GaN Nanowire‐Based LEDs","year":2014,"lang":"en","type":"other","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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","funders":"","keywords":"Light-emitting diode; Optoelectronics; Materials science; Passivation; Diode; Nanowire; Fabrication; Phosphor; Auger effect; Nanotechnology; Layer (electronics); Electron; Physics","score_opus":0.011437746262672492,"score_gpt":0.24000926023081037,"score_spread":0.22857151396813788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129731050","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":[0.00089936686,0.000032697306,0.0012871007,0.00005454528,0.0012576422,0.00023278099,0.00016171066,0.0001967336,0.99587744],"genre_scores_gemma":[0.15157257,8.5674554e-7,0.0003747105,0.00032927762,0.0030944024,0.000029814384,0.0004338903,0.00044576477,0.8437187],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990035,0.00004767101,0.00020518531,0.0003268103,0.00013504023,0.00028175325],"domain_scores_gemma":[0.9992515,0.000020255915,0.00018965232,0.00041822676,0.000021769409,0.000098631695],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008137189,0.0003225504,0.00042456872,0.00009827437,0.000034439807,0.00008540047,0.00022407723,0.00015045739,0.14587529],"category_scores_gemma":[0.0000012731665,0.0002639605,0.0001620958,0.00004824289,0.000035040757,0.000021047841,0.000022781362,0.00009555179,0.0018652041],"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":[0.000004351773,0.000051626695,0.00036587953,0.000068168476,0.00008224121,8.5410323e-7,0.00000871472,0.0000015309613,0.0076187714,0.010932022,0.9797196,0.0011462678],"study_design_scores_gemma":[0.00043137601,0.000023760264,0.000010272631,0.00008064186,0.0000456652,9.700923e-8,0.000010423619,0.000018630655,0.010561583,0.00025551737,0.9882162,0.00034582033],"about_ca_topic_score_codex":0.0021727507,"about_ca_topic_score_gemma":0.00006305045,"teacher_disagreement_score":0.1521587,"about_ca_system_score_codex":0.0000075454363,"about_ca_system_score_gemma":0.000099922974,"threshold_uncertainty_score":0.9999813},"labels":[],"label_agreement":null},{"id":"W2131246096","doi":"10.1149/1.2206998","title":"Electrical Characterization and Surface Morphology of Optimized Ti∕Al∕Ti∕Au Ohmic Contacts for AlGaN∕GaN HEMTs","year":2006,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Ohmic contact; Materials science; Optoelectronics; Contact resistance; Layer (electronics); Enhanced Data Rates for GSM Evolution; Transistor; High-electron-mobility transistor; Morphology (biology); Gallium nitride; Composite material; Electrical engineering; Computer science","score_opus":0.00651970760417429,"score_gpt":0.22688413920727116,"score_spread":0.22036443160309688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131246096","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":[0.98693943,0.000080849546,0.011879184,0.000703282,0.00013988903,0.00020564374,0.000021345666,0.000005064407,0.00002528261],"genre_scores_gemma":[0.99680257,0.000015311776,0.002407867,0.00022933881,0.00040633683,0.0000035931814,0.000036511494,0.000017710887,0.00008073955],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99889106,0.000050145994,0.0004739967,0.00013810523,0.00015000091,0.00029671146],"domain_scores_gemma":[0.99888587,0.00013743048,0.0006387183,0.000109630244,0.00016412126,0.000064204534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002652527,0.00014917704,0.0004167163,0.000009466259,0.00008256553,0.000026673812,0.00019471926,0.000093556075,0.000033402932],"category_scores_gemma":[0.000016924154,0.0001048343,0.0003425361,0.000103688115,0.00006174224,0.00008583267,0.000026149035,0.00021679637,3.5313963e-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":[0.00012275511,0.00010431371,0.002202441,0.000016480953,0.00009634166,1.2423713e-7,0.000058819267,0.0000060485654,0.9963895,0.00025191964,0.00065097236,0.00010027006],"study_design_scores_gemma":[0.0015346456,0.00012678889,0.0013402635,0.00002179647,0.00010470983,0.000012105431,0.000020569816,0.00035452313,0.99445623,0.0009636219,0.00095258694,0.00011214192],"about_ca_topic_score_codex":0.00004805778,"about_ca_topic_score_gemma":4.2379483e-7,"teacher_disagreement_score":0.009863133,"about_ca_system_score_codex":0.00006790528,"about_ca_system_score_gemma":0.000108388725,"threshold_uncertainty_score":0.42750186},"labels":[],"label_agreement":null},{"id":"W2131373761","doi":"10.1117/12.734731","title":"Dual band HEIWIP detectors with nitride materials","year":2007,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"GaN-based semiconductor devices and materials","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":"National Research Council Canada","funders":"","keywords":"Optoelectronics; Detector; Materials science; Common emitter; Absorption (acoustics); Infrared; Schottky barrier; Photodetector; Particle detector; Infrared detector; Optics; Physics","score_opus":0.009175366664099655,"score_gpt":0.22125465444359305,"score_spread":0.2120792877794934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131373761","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":[0.99665684,0.000026158696,0.00003210453,0.00030486897,0.0003231603,0.00048221674,0.00015786632,0.00005703987,0.0019597737],"genre_scores_gemma":[0.9818541,0.0000067940236,0.016883532,0.000051447,0.0009174155,0.000064711356,0.000022740718,0.0000635001,0.00013579699],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99796194,1.2562604e-8,0.0006903505,0.00035367048,0.0005123812,0.0004816197],"domain_scores_gemma":[0.9982106,0.000121207995,0.00045134826,0.000058814454,0.001015538,0.0001424676],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007654948,0.0003431961,0.00046380196,0.00008647663,0.00008871495,0.00015955686,0.00053418864,0.000118930344,0.00010557709],"category_scores_gemma":[0.00006703583,0.0002568448,0.00034928886,0.00021612045,0.00016789946,0.00041072688,0.000081454295,0.00018641674,0.0000025571499],"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":[0.00015898781,0.000078162935,0.0014243516,0.00021351781,0.00039872725,1.16022186e-7,0.00012257324,0.00001477389,0.8419626,0.15487315,0.0006424473,0.00011060032],"study_design_scores_gemma":[0.001009535,0.00022799105,0.0011627952,0.00018842745,0.00014529,0.000006602123,0.0013057105,0.00010255762,0.9926979,0.0009061767,0.0019313529,0.0003156415],"about_ca_topic_score_codex":0.00006114656,"about_ca_topic_score_gemma":3.439174e-7,"teacher_disagreement_score":0.15396696,"about_ca_system_score_codex":0.000067987574,"about_ca_system_score_gemma":0.00003473389,"threshold_uncertainty_score":0.9999884},"labels":[],"label_agreement":null},{"id":"W2131926178","doi":"10.1109/jstqe.2010.2082505","title":"InN p-i-n Nanowire Solar Cells on Si","year":2010,"lang":"en","type":"article","venue":"IEEE Journal of Selected Topics in Quantum Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":75,"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":"McGill University","keywords":"Homojunction; Nanowire; Materials science; Passivation; Optoelectronics; Molecular beam epitaxy; Epitaxy; Doping; Photovoltaics; Solar cell; Energy conversion efficiency; Nanotechnology; Layer (electronics); Photovoltaic system","score_opus":0.008851956075785494,"score_gpt":0.24233219358863983,"score_spread":0.23348023751285435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131926178","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":[0.99650425,0.00010178941,0.00012090111,0.00046913108,0.0022292675,0.0001299295,0.000010885526,0.000014198744,0.0004196533],"genre_scores_gemma":[0.9980258,0.00008882899,0.0002373042,0.00033300716,0.0011571292,0.00000351229,0.000006517363,0.000034968176,0.0001129788],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981627,0.00008783467,0.00069381064,0.00020657491,0.00029383614,0.0005552289],"domain_scores_gemma":[0.9986016,0.00009436295,0.00050739385,0.00025478037,0.00042390823,0.00011791741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004168316,0.0002465147,0.0004344288,0.00023699804,0.000081030565,0.00008350245,0.00039558313,0.00013151448,0.00022891258],"category_scores_gemma":[0.000029640061,0.00021705493,0.0001335237,0.0004099362,0.00003671148,0.00017816627,0.000015168264,0.0014119399,0.000018499095],"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":[0.00006996522,0.00027635624,0.0018384703,0.000013929133,0.00007178691,0.000014155024,0.00013317584,0.0001378001,0.98359895,0.008490816,0.0019911889,0.0033634366],"study_design_scores_gemma":[0.001153703,0.00066608976,0.0005580216,0.000065378845,0.000040881332,0.000019734156,0.0000513935,0.0005791626,0.9075123,0.0072529665,0.08177002,0.00033033156],"about_ca_topic_score_codex":0.00004786387,"about_ca_topic_score_gemma":0.000066869834,"teacher_disagreement_score":0.07977883,"about_ca_system_score_codex":0.000073147115,"about_ca_system_score_gemma":0.0005127969,"threshold_uncertainty_score":0.8851243},"labels":[],"label_agreement":null},{"id":"W2133190247","doi":"10.1149/1.2402479","title":"The Effect of Surface Cleaning on Current Collapse in AlGaN∕GaN HEMTs","year":2006,"lang":"en","type":"article","venue":"Electrochemical and Solid-State Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Passivation; Materials science; Auger electron spectroscopy; Silicon nitride; Optoelectronics; Wafer; Nitride; Silicon; Layer (electronics); Transistor; Gallium nitride; Composite material; Electrical engineering","score_opus":0.00354049010293014,"score_gpt":0.22907196209728042,"score_spread":0.22553147199435028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133190247","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":[0.99890083,0.00014114779,0.000047866724,0.00043791923,0.00009112576,0.00018415092,0.000010081243,0.0000132002615,0.00017367012],"genre_scores_gemma":[0.99967104,0.000010469531,0.000010245307,0.00010535412,0.00011937174,0.000010435347,0.00003077929,0.000015472413,0.000026804997],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99891764,0.00007755249,0.00027206072,0.00022441705,0.00012487322,0.00038343854],"domain_scores_gemma":[0.9994758,0.00023160211,0.00010166355,0.0001302859,0.000012983727,0.000047708178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017374146,0.00018304872,0.00026442952,0.000024026975,0.00008024419,0.00004891471,0.00011706557,0.000023818817,0.000012539324],"category_scores_gemma":[0.0000044875733,0.00012568664,0.000064851396,0.00010346878,0.00007191714,0.0000378638,0.00002182487,0.00018449669,0.0000040742034],"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":[0.00011132175,0.000025715395,0.009650695,0.000027641603,0.000012697163,0.0000012224649,0.000052367846,0.00007952265,0.9882141,0.00019913066,0.00083349884,0.000792085],"study_design_scores_gemma":[0.0007021348,0.000111400936,0.0006559592,0.000044343848,0.00001215906,5.1545754e-7,0.000011848184,0.00009342921,0.9964606,0.0004885146,0.0012730246,0.00014605472],"about_ca_topic_score_codex":0.00015974161,"about_ca_topic_score_gemma":0.000008317019,"teacher_disagreement_score":0.008994736,"about_ca_system_score_codex":0.00002259156,"about_ca_system_score_gemma":0.000011499132,"threshold_uncertainty_score":0.5125353},"labels":[],"label_agreement":null},{"id":"W2137643964","doi":"10.1002/pssc.200565198","title":"GaN‐based Schottky diodes for hydrogen sensing in transformer oil","year":2006,"lang":"en","type":"article","venue":"Physica status solidi. C, Conferences and critical reviews/Physica status solidi. C, Current topics in solid state physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"General Electric (Canada)","funders":"","keywords":"Schottky diode; Transformer; Fabrication; Transformer oil; Hydrogen; Materials science; Hydrogen sensor; Optoelectronics; Diode; Reproducibility; Electrical engineering; Chemistry; Engineering; Voltage; Chromatography","score_opus":0.047012813462368463,"score_gpt":0.34635444423694894,"score_spread":0.2993416307745805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137643964","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":[0.9282563,0.012231689,0.034651075,0.0016901873,0.0022349996,0.004459074,0.0057563446,0.00030824498,0.010412132],"genre_scores_gemma":[0.99194574,0.00398436,0.00083960476,0.00015521517,0.0015287171,0.0004639623,0.0008747376,0.00013188116,0.00007574925],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9923809,0.0004534926,0.0019942943,0.0016039781,0.000674745,0.0028925962],"domain_scores_gemma":[0.9968879,0.0007594102,0.0005186002,0.000780102,0.00044052835,0.00061345944],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00048722347,0.0013341304,0.0025111104,0.00021414174,0.00042965234,0.0005655501,0.00048081152,0.00014988908,0.00008067388],"category_scores_gemma":[0.000080199185,0.0012366335,0.0007224426,0.00071338174,0.0006314944,0.0008452228,0.00008971514,0.00092098647,0.000033924298],"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":[0.0005589708,0.0062827473,0.0120140435,0.007054803,0.0003041489,0.000024169325,0.004291441,0.0023283318,0.039000526,0.3277876,0.0015942038,0.598759],"study_design_scores_gemma":[0.01134888,0.0010596372,0.002558522,0.0054446207,0.0010399387,0.0000028741774,0.002013203,0.05843116,0.10321861,0.5811282,0.22711721,0.0066371937],"about_ca_topic_score_codex":0.0014105715,"about_ca_topic_score_gemma":0.0002773361,"teacher_disagreement_score":0.59212184,"about_ca_system_score_codex":0.00018748711,"about_ca_system_score_gemma":0.00072784565,"threshold_uncertainty_score":0.999941},"labels":[],"label_agreement":null},{"id":"W2137907581","doi":"10.1002/pssb.201451628","title":"Extending group‐III nitrides to the infrared: Recent advances in InN","year":2015,"lang":"en","type":"article","venue":"physica status solidi (b)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":27,"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":"Nanowire; Nitride; Materials science; Conduction electron; Epitaxy; Planar; Electron; Infrared; Condensed matter physics; Optoelectronics; Thermal conduction; Nanotechnology; Optics; Layer (electronics); Physics; Composite material","score_opus":0.02671556487761028,"score_gpt":0.29193492052398096,"score_spread":0.26521935564637067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137907581","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":[0.9848931,0.0011552408,0.000308836,0.0008037842,0.0008584671,0.000539795,0.00012917572,0.000053687647,0.011257907],"genre_scores_gemma":[0.9982033,0.000157615,0.00019979695,0.0005423259,0.00057045807,0.00012220665,0.00006981774,0.000028343007,0.00010614102],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985362,0.00008105777,0.00029004077,0.0003111317,0.00022442981,0.0005571253],"domain_scores_gemma":[0.9991549,0.00007257562,0.00012789168,0.00034118834,0.00009197676,0.00021142563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022354526,0.00021443405,0.00029347418,0.000068831214,0.00010692824,0.00011263477,0.00025220308,0.000019520865,0.00011876865],"category_scores_gemma":[0.00001793802,0.00015834135,0.00006111736,0.00036327797,0.00003519129,0.00037657426,0.00011892653,0.00014670944,0.00012596666],"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":[0.0009928298,0.0023012133,0.04347975,0.00016289813,0.00033917069,0.000024725334,0.02951469,0.0077383933,0.22794147,0.13674523,0.13631405,0.41444558],"study_design_scores_gemma":[0.00087270833,0.000095658645,0.0007227179,0.00005538085,0.00001828797,3.129081e-7,0.0033209557,0.000097550525,0.01791541,0.019691108,0.956871,0.00033892665],"about_ca_topic_score_codex":0.0006019721,"about_ca_topic_score_gemma":0.000058617352,"teacher_disagreement_score":0.82055694,"about_ca_system_score_codex":0.00006688273,"about_ca_system_score_gemma":0.000087038134,"threshold_uncertainty_score":0.6456973},"labels":[],"label_agreement":null},{"id":"W2142764625","doi":"10.1557/opl.2012.783","title":"The occupancy of the threading dislocation lines within n-type gallium nitride: Recent progress","year":2012,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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 British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Materials science; Dislocation; Dangling bond; Crystallography; Condensed matter physics; Optoelectronics; Silicon; Composite material; Physics; Chemistry","score_opus":0.023248780519559423,"score_gpt":0.2741631850211308,"score_spread":0.2509144045015714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142764625","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":[0.99651825,0.00039321327,0.0000057470356,0.00042897998,0.0010849757,0.00032630173,0.0000064453056,0.000022625822,0.0012134699],"genre_scores_gemma":[0.99883735,0.000018260489,0.000097705575,0.000033754623,0.0006386915,0.000036965856,0.0000067064425,0.000017864402,0.00031267529],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991514,0.000010851307,0.00027534136,0.00012636038,0.00016859923,0.00026741525],"domain_scores_gemma":[0.99920493,0.000026539625,0.0003174703,0.00013005435,0.00027044775,0.000050567607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037479037,0.00013124733,0.00013815146,0.0000176437,0.00022465286,0.00008985082,0.00025753718,0.000032989206,0.00004374427],"category_scores_gemma":[0.00002657709,0.00007011876,0.000051844032,0.00022524083,0.000084845866,0.00022008913,0.00006463761,0.00009740416,0.000012310822],"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":[0.00006219054,0.00011680915,0.85157555,0.000097707445,0.000065915745,2.0203949e-8,0.0025024847,0.00000192147,0.10654834,0.031960823,0.0025467838,0.0045214333],"study_design_scores_gemma":[0.00045266256,0.00008162531,0.028401336,0.00024998165,0.00014051364,0.0000020946022,0.0030534966,0.00009321188,0.9165874,0.0050004595,0.045570817,0.0003664146],"about_ca_topic_score_codex":0.000038505215,"about_ca_topic_score_gemma":0.0000014848265,"teacher_disagreement_score":0.82317424,"about_ca_system_score_codex":0.000016593267,"about_ca_system_score_gemma":0.000039777417,"threshold_uncertainty_score":0.28593603},"labels":[],"label_agreement":null},{"id":"W2142895564","doi":"10.1007/s11082-006-9029-5","title":"Simulation of InGaN/GaN multiple quantum well light-emitting diodes with quantum dot model for electrical and optical effects","year":2007,"lang":"en","type":"article","venue":"Optical and Quantum Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Crosslight Software (Canada)","funders":"","keywords":"Quantum dot; Light-emitting diode; Optoelectronics; Diode; Physics; Quantum well; Quantum dot laser; Quantum; Electro-absorption modulator; Materials science; Optics; Semiconductor laser theory; Quantum mechanics; Laser","score_opus":0.01130932280218246,"score_gpt":0.2524544064018325,"score_spread":0.24114508359965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142895564","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":[0.8654118,0.00041216088,0.13342203,0.00007285606,0.000050777944,0.0004755032,0.000012979756,0.00003178778,0.00011009909],"genre_scores_gemma":[0.99719656,0.00002244684,0.002465561,0.000039675037,0.00014003212,0.000023890905,0.000039974722,0.000048305024,0.00002355249],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99791783,0.00003329762,0.00051457953,0.0004862821,0.00022240619,0.00082561397],"domain_scores_gemma":[0.99794614,0.0012991668,0.00017978765,0.00019258344,0.0001389567,0.00024338391],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005240641,0.00033705783,0.000566008,0.00008364507,0.000197727,0.00008150802,0.00011375157,0.00014928977,0.0000065925533],"category_scores_gemma":[0.000090474816,0.0002636658,0.00009743115,0.0001457305,0.00011637145,0.00016233868,0.000040946707,0.00028346208,0.0000019443696],"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":[0.0011053208,0.00049066596,0.0064501534,0.00039884332,0.00018604123,0.000003990656,0.00031239315,0.0067117447,0.45372128,0.525868,0.000018032455,0.0047334954],"study_design_scores_gemma":[0.0015785043,0.0010353845,0.00031460563,0.00007434437,0.00015627829,0.000002700152,0.00007128154,0.8395507,0.14696868,0.009635821,0.00025186577,0.0003598817],"about_ca_topic_score_codex":0.000028664834,"about_ca_topic_score_gemma":0.000010611826,"teacher_disagreement_score":0.8328389,"about_ca_system_score_codex":0.0000323604,"about_ca_system_score_gemma":0.00009616175,"threshold_uncertainty_score":0.9999816},"labels":[],"label_agreement":null},{"id":"W2144463384","doi":"10.1007/s11082-011-9437-z","title":"Electron leakage effects on GaN-based light-emitting diodes","year":2010,"lang":"en","type":"article","venue":"Optical and Quantum Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":108,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Crosslight Software (Canada)","funders":"","keywords":"Voltage droop; Materials science; Optoelectronics; Light-emitting diode; Diode; Leakage (economics); Quantum efficiency; Electron; Gallium nitride; Layer (electronics); Physics; Voltage; Nanotechnology","score_opus":0.005514214428727142,"score_gpt":0.23300196148289376,"score_spread":0.2274877470541666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144463384","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":[0.9947123,0.0001573583,0.00020946242,0.00056290417,0.00028782588,0.00021953376,0.000009063744,0.0000634295,0.0037781456],"genre_scores_gemma":[0.9987664,0.000008084204,0.0001784391,0.0002792058,0.00055052777,0.000033043092,0.000039170453,0.00004076433,0.00010431777],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99834347,0.00004455593,0.00025282273,0.00042426217,0.0001784984,0.00075639575],"domain_scores_gemma":[0.99912167,0.00026968776,0.00008964992,0.00028040158,0.00004275348,0.0001958591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024316162,0.00030021285,0.00034010847,0.000055352946,0.00021164831,0.000141179,0.00016000809,0.0001166703,0.00013708604],"category_scores_gemma":[0.000028665563,0.00024387169,0.00011002047,0.000107530366,0.000052520652,0.00008426984,0.000016634467,0.0006197789,0.00005537316],"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":[0.000047342754,0.00012171897,0.0008056608,0.000044759403,0.000031008425,0.000002822928,0.000020806068,0.0000054078923,0.79579943,0.19845779,0.00011404802,0.004549211],"study_design_scores_gemma":[0.00069148064,0.0006188403,0.00034142548,0.000039638722,0.00005782093,0.0000018884577,0.000014151286,0.0012327624,0.9764329,0.0070064845,0.013210529,0.00035206656],"about_ca_topic_score_codex":0.000027899323,"about_ca_topic_score_gemma":0.00001176651,"teacher_disagreement_score":0.19145131,"about_ca_system_score_codex":0.000019226993,"about_ca_system_score_gemma":0.00010585301,"threshold_uncertainty_score":0.9944799},"labels":[],"label_agreement":null},{"id":"W2145059528","doi":"10.1109/tns.2002.805358","title":"Transport properties of proton-irradiated gallium nitride-based two-dimensional electron-gas system","year":2002,"lang":"en","type":"article","venue":"IEEE Transactions on Nuclear Science","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Materials science; Gallium nitride; Electron mobility; Gallium; Nitride; Fluence; Irradiation; Analytical Chemistry (journal); Molecular beam epitaxy; Gallium arsenide; Electrical resistivity and conductivity; Optoelectronics; Epitaxy; Chemistry; Nanotechnology; Physics; Layer (electronics)","score_opus":0.01850365049471803,"score_gpt":0.21559795687506192,"score_spread":0.1970943063803439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145059528","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":[0.9980195,0.000012052952,0.00037275726,0.00006700681,0.00031744523,0.0005448602,0.00006716762,0.00009543151,0.00050373323],"genre_scores_gemma":[0.99955064,5.209576e-7,0.00019603991,0.000050485014,0.00003805034,0.00004919947,5.7780346e-7,0.000026886888,0.00008758643],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99844277,0.000040203788,0.00033601015,0.0003734007,0.00042868147,0.0003789053],"domain_scores_gemma":[0.99925536,0.000015044116,0.00012536717,0.00031343492,0.00015278603,0.00013799364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022658624,0.00019217431,0.00024772985,0.00018755648,0.000347065,0.000049087215,0.00032088178,0.00003414301,0.0008861268],"category_scores_gemma":[7.106586e-7,0.00016269421,0.00012587827,0.00047176864,0.0003181265,0.0002634883,9.131088e-7,0.00015618087,0.0001096477],"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":[0.00006073925,0.00035487395,0.00006027163,0.0000899213,0.000024608287,0.0000014344857,0.00019843159,0.04029259,0.95831454,0.00013774211,0.000016051228,0.00044879213],"study_design_scores_gemma":[0.0007488704,0.00018596533,0.000092883434,0.00015623149,0.000042601234,0.0000021829715,0.000092146605,0.046944868,0.9513479,0.0000054813418,0.00014643684,0.00023445387],"about_ca_topic_score_codex":0.00032245278,"about_ca_topic_score_gemma":0.0000037004636,"teacher_disagreement_score":0.006966662,"about_ca_system_score_codex":0.00006584749,"about_ca_system_score_gemma":0.00013203592,"threshold_uncertainty_score":0.97024673},"labels":[],"label_agreement":null},{"id":"W2145622099","doi":"10.1002/pssc.201300665","title":"True‐blue laser diodes grown by plasma‐assisted MBE on bulk GaN substrates","year":2014,"lang":"en","type":"article","venue":"Physica status solidi. C, Conferences and critical reviews/Physica status solidi. C, Current topics in solid state physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":4,"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":"Cladding (metalworking); Molecular beam epitaxy; Optoelectronics; Diode; Laser; Materials science; Plasma; Wavelength; Nitride; Epitaxy; Laser diode; Current density; Optics; Layer (electronics); Nanotechnology; Physics; Composite material","score_opus":0.04444904055713766,"score_gpt":0.3331739542653949,"score_spread":0.28872491370825726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145622099","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":[0.9769762,0.002792435,0.0031349526,0.00094044977,0.0020805458,0.002192257,0.0037652284,0.00026373568,0.00785419],"genre_scores_gemma":[0.9892087,0.0067413547,0.00019429708,0.00026999717,0.0016839557,0.00047876037,0.00111648,0.00015332804,0.00015315542],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99121,0.00086803717,0.0019513188,0.0020047103,0.00097120716,0.0029947713],"domain_scores_gemma":[0.99521214,0.001136247,0.0007454266,0.0012252418,0.0004681685,0.0012127812],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0005103701,0.0017264102,0.0028710216,0.00015827148,0.0006210924,0.0009331625,0.00079461304,0.00018570523,0.00022998759],"category_scores_gemma":[0.00017764271,0.0015052105,0.00067447603,0.00067307195,0.00091478263,0.00087829685,0.00028590785,0.001364502,0.00018238525],"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":[0.00048712478,0.0078096795,0.006041921,0.0034037295,0.000590005,0.000015609035,0.005648388,0.00044207732,0.01911596,0.5128201,0.010903863,0.43272156],"study_design_scores_gemma":[0.008244306,0.0026353267,0.0038024655,0.004344647,0.001220975,0.0000041796106,0.0025980205,0.017543554,0.115851924,0.28828317,0.54764533,0.007826091],"about_ca_topic_score_codex":0.0005429195,"about_ca_topic_score_gemma":0.00006121544,"teacher_disagreement_score":0.5367415,"about_ca_system_score_codex":0.00014730384,"about_ca_system_score_gemma":0.00042391047,"threshold_uncertainty_score":0.9995482},"labels":[],"label_agreement":null},{"id":"W2146684667","doi":"10.1007/s11431-013-5233-2","title":"DFT study on adduct reaction paths of GaN MOCVD growth","year":2013,"lang":"en","type":"article","venue":"Science China Technological Sciences","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Ministry of Education and Child Care","funders":"","keywords":"Adduct; Metalorganic vapour phase epitaxy; Hydrogen; Chemical vapor deposition; Chemistry; Decomposition; Density functional theory; Photochemistry; Computational chemistry; Organic chemistry; Epitaxy","score_opus":0.023132268929764048,"score_gpt":0.2754077524154591,"score_spread":0.25227548348569506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146684667","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":[0.98922294,0.000005617432,0.000022761873,0.00042148112,0.00019954568,0.0004230338,0.0000056710783,0.00009582632,0.009603113],"genre_scores_gemma":[0.9996279,0.0000012512481,0.00023229155,0.00002350508,0.0000379858,0.00004303185,7.5685193e-7,0.00000315329,0.000030129164],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981395,0.0000395576,0.00026206218,0.00056894455,0.00057920115,0.0004107355],"domain_scores_gemma":[0.9993013,0.00004339703,0.0001907152,0.00028531853,0.00009325972,0.000085969834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010520319,0.00015391951,0.00021433493,0.00020806672,0.00045878396,0.0001618988,0.0010678718,0.000042623087,0.0004057243],"category_scores_gemma":[0.00010109206,0.000091731075,0.0000498268,0.0014574354,0.0021209333,0.0005578074,0.00012942283,0.00014113581,0.00007256068],"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":[0.000002322356,0.00046250183,0.060943544,0.0000030620604,0.000003722515,5.4609944e-7,0.00016924411,0.0000062209488,0.8720929,0.055776563,0.000051456853,0.010487903],"study_design_scores_gemma":[0.00023828985,0.0014926941,0.35353422,0.000032258795,0.000009591723,0.0000011348009,0.008106146,0.00011429668,0.5427835,0.09331962,0.00006616022,0.00030211607],"about_ca_topic_score_codex":0.0008972138,"about_ca_topic_score_gemma":0.0000018706257,"teacher_disagreement_score":0.32930943,"about_ca_system_score_codex":0.000022170396,"about_ca_system_score_gemma":0.00007064992,"threshold_uncertainty_score":0.7814667},"labels":[],"label_agreement":null},{"id":"W2147492825","doi":"10.1109/cenics.2009.22","title":"A Simple 250 Degrees Celsius Frequency Modulation Transmitter for use in Wireless Sensor Networks","year":2009,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"École de Technologie Supérieure","funders":"","keywords":"Transmitter; Voltage-controlled oscillator; Electrical engineering; Variable capacitor; Wireless sensor network; Context (archaeology); Modulation (music); Capacitor; Radio transmitter design; Wireless; Radio frequency; Electronic engineering; Frequency modulation; Computer science; Engineering; Voltage; Channel (broadcasting); Telecommunications; Physics; Computer network; Acoustics","score_opus":0.023176939394428095,"score_gpt":0.25113098852744253,"score_spread":0.22795404913301442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147492825","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":[0.9487233,0.0000072393254,0.050291855,0.00008296914,0.000097995326,0.00038814486,0.00004300469,0.000030274205,0.00033522682],"genre_scores_gemma":[0.9967476,0.0000010501278,0.002400302,0.00023703343,0.00025820418,0.000029066332,0.00016802363,0.000015094094,0.00014361153],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991532,0.000027436918,0.00026207004,0.00022137776,0.00005897414,0.00027692126],"domain_scores_gemma":[0.99963933,0.000053812688,0.000061321094,0.00015574376,0.00004032438,0.000049490696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000078706624,0.00014756384,0.00020305449,0.00004438263,0.00004577554,0.00008575491,0.000074584044,0.00005416076,0.00032368326],"category_scores_gemma":[0.0000010127114,0.00012781557,0.00008573901,0.000074629206,0.000009604985,0.00023754088,0.0000038587214,0.000056896657,0.0000043688738],"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":[0.000187324,0.00060976465,0.3044456,0.00006499327,0.000104316176,0.000006276978,0.0006213836,0.026192646,0.5582041,0.032963764,0.0018554172,0.074744396],"study_design_scores_gemma":[0.009203875,0.00061958656,0.38892367,0.00017301844,0.0001684197,0.0000023376494,0.0007266483,0.4592914,0.08987377,0.044977807,0.003690956,0.0023485161],"about_ca_topic_score_codex":0.0010559201,"about_ca_topic_score_gemma":0.000120270495,"teacher_disagreement_score":0.46833035,"about_ca_system_score_codex":0.000013240876,"about_ca_system_score_gemma":0.000013583056,"threshold_uncertainty_score":0.52121675},"labels":[],"label_agreement":null},{"id":"W2147698366","doi":"10.1139/cjp-2013-0556","title":"Deposition and characterization of AlN thin films obtained by radio frequency reactive magnetron sputtering","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Thin film; Analytical Chemistry (journal); Fourier transform infrared spectroscopy; Sputtering; Rutherford backscattering spectrometry; Nitride; Sputter deposition; Diffraction; Infrared; Absorption (acoustics); Physics; Optics; Materials science; Chemistry; Nanotechnology; Layer (electronics)","score_opus":0.0059091717311743975,"score_gpt":0.18905947995808375,"score_spread":0.18315030822690936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147698366","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":[0.9953895,0.000026453377,0.0038363568,0.000058289323,0.00021353066,0.000059467584,0.00012754336,0.0000020230257,0.00028682777],"genre_scores_gemma":[0.9991781,0.000001996794,0.0003119019,0.000044832665,0.00034286553,0.000001091689,0.00008774474,0.0000134045995,0.000018030454],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994208,0.00004438378,0.00024196894,0.00008161839,0.00006877727,0.00014240154],"domain_scores_gemma":[0.99926573,0.000017302282,0.00035964712,0.00008040218,0.00010220623,0.00017470303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010510778,0.00009796324,0.00020110547,0.00004674048,0.00005496246,0.000047465983,0.00007788747,0.000027815411,0.00009356928],"category_scores_gemma":[0.0000037148407,0.0000960275,0.00004701714,0.000055505236,0.000033330365,0.00027345173,0.000004198591,0.00008588453,0.0000011785654],"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":[0.000004718998,0.000010610579,0.0055854837,0.000020758262,0.00003060795,0.0000010241987,0.0003604418,0.000009201273,0.9880761,0.0019353336,0.00011515439,0.0038505835],"study_design_scores_gemma":[0.0010138337,0.00037327938,0.017261766,0.00023627598,0.00013297984,0.000010708079,0.00040287446,0.000502417,0.9728501,0.0059773065,0.00090119377,0.00033727265],"about_ca_topic_score_codex":0.0036041248,"about_ca_topic_score_gemma":0.000079005564,"teacher_disagreement_score":0.01522599,"about_ca_system_score_codex":0.000027196718,"about_ca_system_score_gemma":0.00012089837,"threshold_uncertainty_score":0.54483825},"labels":[],"label_agreement":null},{"id":"W2148034507","doi":"10.1109/tdmr.2008.916302","title":"High-Temperature Very Low Frequency Noise-Based Investigation of Slow Transients in AlGaN/GaN MODFETs","year":2008,"lang":"en","type":"article","venue":"IEEE Transactions on Device and Materials Reliability","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Materials science; Noise (video); Optoelectronics; Atmospheric temperature range; Infrasound; Transistor; Wide-bandgap semiconductor; Doping; Modulation (music); Field-effect transistor; Physics; Voltage; Acoustics","score_opus":0.011447697970138913,"score_gpt":0.21754032681814295,"score_spread":0.20609262884800403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148034507","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":[0.9968935,0.000013801365,0.0010086021,0.00012363777,0.0007893415,0.0005343081,0.00057830126,0.000040365645,0.000018090297],"genre_scores_gemma":[0.9990608,0.000019031268,0.0004963792,0.00013378168,0.00006901072,0.000088667555,0.00008675663,0.000028137705,0.000017422575],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981319,0.00021965858,0.0006671746,0.00046315996,0.0002054653,0.00031268527],"domain_scores_gemma":[0.99908924,0.00009433843,0.00016907451,0.00038761587,0.0001223813,0.00013734792],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035309003,0.00029628316,0.00055218715,0.00013780223,0.00014031153,0.000037934995,0.0001338986,0.00015829786,0.00036197723],"category_scores_gemma":[0.0000035082073,0.00027493664,0.000100258665,0.00022274746,0.00016612756,0.0002853334,0.0000012043714,0.00015986915,0.000011966283],"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":[0.0001434701,0.00028771668,0.0025255303,0.00030535206,0.000025946154,0.000002502411,0.00035897043,0.0015615297,0.9945751,0.00004699984,0.000015418582,0.00015150986],"study_design_scores_gemma":[0.0012666823,0.000114022136,0.013390525,0.00016280822,0.00004631088,0.0000011933987,0.000055285513,0.00003493447,0.9840276,0.0006389894,0.000010489735,0.0002511439],"about_ca_topic_score_codex":0.0031975661,"about_ca_topic_score_gemma":0.000053323445,"teacher_disagreement_score":0.0108649945,"about_ca_system_score_codex":0.00005923586,"about_ca_system_score_gemma":0.00016529967,"threshold_uncertainty_score":0.99997026},"labels":[],"label_agreement":null},{"id":"W2148370646","doi":"10.1111/jace.13090","title":"The Manipulation and Alignment of Silicon Carbide Whiskers for Gallium Nitride Epitaxial Growth","year":2014,"lang":"en","type":"article","venue":"Journal of the American Ceramic Society","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Whiskers; Materials science; Scanning electron microscope; Sintering; Whisker; Silicon carbide; Monocrystalline whisker; Substrate (aquarium); Gallium nitride; Epitaxy; Sputtering; Thin film; Composite material; Nanotechnology; Layer (electronics)","score_opus":0.009279188665343788,"score_gpt":0.24058766630896442,"score_spread":0.2313084776436206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148370646","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":[0.9980588,0.000039674636,0.0005611581,0.00080391194,0.000319175,0.00013583817,0.000013823232,0.0000020872988,0.00006550816],"genre_scores_gemma":[0.9989964,0.00003325631,0.00029107943,0.00019534181,0.00042805754,0.0000034786417,0.0000014257536,0.000010971449,0.000040023664],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999246,0.00007576931,0.0003196627,0.000075860204,0.00014485995,0.00013784262],"domain_scores_gemma":[0.99853945,0.00023371556,0.00094760413,0.0001273735,0.000113703856,0.000038127237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004621315,0.00009110428,0.00023406227,0.000008785566,0.00013438519,0.00003570347,0.00017893288,0.000014038118,0.000006039515],"category_scores_gemma":[0.000017885943,0.000051803,0.00028494725,0.000055233886,0.0001497064,0.000051995816,0.000030501267,0.00008126404,1.7815606e-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":[0.00022324001,0.00010714988,0.11968389,0.000084564585,0.00085445924,9.513256e-8,0.00198817,0.0005180086,0.8470761,0.00587645,0.010082755,0.01350512],"study_design_scores_gemma":[0.007269467,0.0018985028,0.3652508,0.00032951814,0.0015619415,0.00002137495,0.025702668,0.00824325,0.50493157,0.053727858,0.029972209,0.0010908116],"about_ca_topic_score_codex":0.00051131117,"about_ca_topic_score_gemma":0.0000032184566,"teacher_disagreement_score":0.34214452,"about_ca_system_score_codex":0.000033964112,"about_ca_system_score_gemma":0.00003938436,"threshold_uncertainty_score":0.2112465},"labels":[],"label_agreement":null},{"id":"W2149646617","doi":"10.1116/1.1752891","title":"Anisotropic infrared optical properties of GaN and sapphire","year":2004,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Sapphire; Materials science; Anisotropy; Infrared; Optics; Chemical vapor deposition; Optoelectronics; Infrared spectroscopy; Chemistry; Physics; Laser","score_opus":0.011596488202629776,"score_gpt":0.2318159089499411,"score_spread":0.22021942074731132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149646617","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":[0.997589,0.0010691744,0.00009495658,0.0007762946,0.0001836498,0.00010828199,0.000009711236,0.000016388383,0.0001525552],"genre_scores_gemma":[0.99749696,0.00009807276,0.002305408,0.000022086117,0.000034278895,0.0000022088009,3.1156617e-7,0.000008650444,0.000032013708],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987383,0.000012883958,0.00047960697,0.00022461601,0.00023232463,0.0003122632],"domain_scores_gemma":[0.9990817,0.00001483058,0.00037974666,0.00017930998,0.00022232527,0.00012209998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003719529,0.00016968962,0.00042527838,0.00035971208,0.00019472228,0.00008296269,0.00034010215,0.00009786796,0.000038288727],"category_scores_gemma":[0.000018447787,0.00011874358,0.000055796114,0.0004938696,0.001140388,0.00044227953,0.00012658337,0.00022333919,0.000001417485],"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":[0.000025760748,0.00007929914,0.018002661,0.000029920107,0.00003206764,0.0000051157544,0.0003232544,0.000032465716,0.97043896,0.010353129,0.000012805212,0.00066454726],"study_design_scores_gemma":[0.001240451,0.0006995453,0.010456818,0.00023123875,0.000065314416,0.000097700366,0.0037796297,0.000059891787,0.9640625,0.018788723,0.0002897131,0.0002284637],"about_ca_topic_score_codex":0.000032848184,"about_ca_topic_score_gemma":0.000001449168,"teacher_disagreement_score":0.008435594,"about_ca_system_score_codex":0.000015390107,"about_ca_system_score_gemma":0.00023303699,"threshold_uncertainty_score":0.48422226},"labels":[],"label_agreement":null},{"id":"W2150303737","doi":"10.5539/mas.v4n6p49","title":"Experimental Optimization of growth Parameters of High Quality Green GaN Multiple Quantum Well by Metal-Organic Chemical Vapor Deposition","year":2010,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"National Natural Science Foundation of China","keywords":"Metalorganic vapour phase epitaxy; Chemical vapor deposition; Materials science; Photoluminescence; Metal; Deposition (geology); Diffraction; Optoelectronics; Wavelength; Analytical Chemistry (journal); Optics; Nanotechnology; Chemistry; Layer (electronics); Epitaxy; Metallurgy; Physics; Organic chemistry","score_opus":0.01287469268006549,"score_gpt":0.24404320529022114,"score_spread":0.23116851261015564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150303737","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":[0.94160837,0.0000045675615,0.05774227,0.00001199615,0.00011701755,0.00020578134,0.00006212463,0.000016111788,0.00023175715],"genre_scores_gemma":[0.99413395,1.8778596e-7,0.005712328,0.0000175496,0.000025023604,0.00002026706,0.00007286193,0.000012600841,0.000005235933],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987821,0.000017849177,0.00035114656,0.00033906766,0.000298698,0.00021112831],"domain_scores_gemma":[0.99925935,0.000037188634,0.00028746185,0.00025500968,0.000073940966,0.00008707352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002770454,0.0001358021,0.0002513636,0.000046520407,0.00007554935,0.000030721596,0.00030750042,0.000043653872,0.00018186076],"category_scores_gemma":[0.0000057941647,0.0001265255,0.000050982107,0.00017273205,0.00032228453,0.00016537533,0.000058300313,0.00008285172,0.000003203656],"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":[0.000025531004,0.00017460683,0.0003428247,0.000014660633,0.000009131161,3.7952567e-8,0.00022527546,0.0001724544,0.99679327,0.0021325967,0.000004862202,0.00010475087],"study_design_scores_gemma":[0.00041300678,0.00002204416,0.00010752954,0.000003903068,0.000014477935,2.239265e-7,0.00013663294,0.02019353,0.9778166,0.0011584965,7.895142e-7,0.0001327907],"about_ca_topic_score_codex":0.0017499368,"about_ca_topic_score_gemma":0.0000033225642,"teacher_disagreement_score":0.052525576,"about_ca_system_score_codex":0.000016493492,"about_ca_system_score_gemma":0.00004890285,"threshold_uncertainty_score":0.515956},"labels":[],"label_agreement":null},{"id":"W2150382756","doi":"10.1142/s1793292012500312","title":"MODELING HETEROSTRUCTURES WITH SCHRÖDINGER–POISSON–NAVIER ITERATIVE SCHEMES, EFFECT OF CARRIER CHARGE, AND INFLUENCE OF ELECTROMECHANICAL COUPLING","year":2012,"lang":"en","type":"article","venue":"NANO","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Wilfrid Laurier University","funders":"","keywords":"Wave function; Materials science; Boundary value problem; Heterojunction; Coupling (piping); Finite element method; Poisson's equation; Electric field; Physics; Quantum mechanics","score_opus":0.007094528702386343,"score_gpt":0.24669358642820366,"score_spread":0.23959905772581733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150382756","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":[0.99910766,0.00030286357,0.000276012,0.0000027172975,0.000051150626,0.00017809437,0.000050083632,0.00000783588,0.000023561948],"genre_scores_gemma":[0.99962074,0.0000026876253,0.0002300813,0.000008797894,0.00008431281,0.000013934694,0.000014206859,0.000016483107,0.000008788446],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99923354,0.000026758984,0.00021581633,0.00015589771,0.00012373108,0.00024425949],"domain_scores_gemma":[0.999536,0.000039025505,0.00012564733,0.00013967683,0.00008564769,0.00007401245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018030788,0.00015927567,0.00034215202,0.00003979985,0.000047087902,0.000020443546,0.00007357608,0.0000477098,0.00006188999],"category_scores_gemma":[0.000008113804,0.00011265314,0.00004197043,0.000074296906,0.00003717367,0.00021119522,0.0000312096,0.00008974689,8.4644853e-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":[0.000065643566,0.000013581046,0.03898178,0.00008067636,0.000059872884,9.913906e-8,0.00020688721,0.00033750903,0.9590494,0.0010604714,0.0000011440064,0.0001429617],"study_design_scores_gemma":[0.0005114307,0.0002113663,0.0003867627,0.000121863166,0.00005446024,0.0000012016413,0.000024989185,0.001802389,0.9966548,0.000071460745,0.000026754511,0.000132527],"about_ca_topic_score_codex":0.000113944,"about_ca_topic_score_gemma":6.1105857e-7,"teacher_disagreement_score":0.038595017,"about_ca_system_score_codex":0.0000079725,"about_ca_system_score_gemma":0.000018912971,"threshold_uncertainty_score":0.45938617},"labels":[],"label_agreement":null},{"id":"W2151616480","doi":"10.1039/c5ra16704c","title":"An AuNPs-functionalized AlGaN/GaN high electron mobility transistor sensor for ultrasensitive detection of TNT","year":2015,"lang":"en","type":"article","venue":"RSC Advances","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"L'Alliance Boviteq","funders":"Xidian University; Youth Innovation Promotion Association of the Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"High-electron-mobility transistor; Miniaturization; Materials science; Transistor; Optoelectronics; Sensitivity (control systems); Colloidal gold; Gallium nitride; Nanotechnology; Nanoparticle; Electronic engineering; Electrical engineering; Layer (electronics)","score_opus":0.014376540579512638,"score_gpt":0.2689075825896396,"score_spread":0.25453104201012694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151616480","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":[0.9836683,0.00013243635,0.014790614,0.000025244131,0.00046677835,0.00040810567,0.00031470615,0.00003741789,0.00015636288],"genre_scores_gemma":[0.99827325,0.0000033279252,0.0010029923,0.000023066064,0.00036831968,0.00006499563,0.00017343306,0.000018039853,0.00007259948],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990535,0.0000749291,0.00025832438,0.00027733215,0.0001317054,0.00020422258],"domain_scores_gemma":[0.9992325,0.00008605774,0.00016975262,0.00017376644,0.00023838847,0.00009954187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020035874,0.00015300693,0.0002840087,0.00003568149,0.00006780938,0.00001604459,0.00006446794,0.00003826075,0.00008513045],"category_scores_gemma":[0.000012078741,0.00013723098,0.00009817245,0.000071410606,0.000052465806,0.00026933147,0.0000026474518,0.000051462343,0.0000036633423],"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":[0.0004971248,0.0001937084,0.00039762296,0.00004256768,0.00005191387,1.8976927e-7,0.0002270625,0.0005154912,0.99279803,0.0015959656,0.000013074117,0.0036672784],"study_design_scores_gemma":[0.0011632392,0.00047124765,0.0007427856,0.000010854877,0.00006387518,6.854014e-7,0.00084286823,0.00009344583,0.9827325,0.0054685096,0.0082359705,0.00017401355],"about_ca_topic_score_codex":0.00038882016,"about_ca_topic_score_gemma":0.000053908025,"teacher_disagreement_score":0.014604891,"about_ca_system_score_codex":0.000044660414,"about_ca_system_score_gemma":0.0000678292,"threshold_uncertainty_score":0.5596117},"labels":[],"label_agreement":null},{"id":"W2157558034","doi":"10.1002/pssc.201100209","title":"Initial experiments in the migration enhanced afterglow growth of gallium and indium nitride","year":2012,"lang":"en","type":"article","venue":"Physica status solidi. C, Conferences and critical reviews/Physica status solidi. C, Current topics in solid state physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Indium nitride; Indium; Materials science; Sapphire; Nitride; Afterglow; Gallium; Indium gallium nitride; Gallium nitride; Optoelectronics; Diffusion; Metal; Diffraction; Surface roughness; Layer (electronics); Surface finish; Optics; Metallurgy; Nanotechnology; Composite material; Laser; Physics","score_opus":0.0571093747273225,"score_gpt":0.37240209057665974,"score_spread":0.31529271584933727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157558034","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":[0.988335,0.0052859997,0.001718091,0.00030645027,0.00082859123,0.0014338118,0.0006436931,0.000031470092,0.0014168497],"genre_scores_gemma":[0.98963475,0.008163324,0.00020077082,0.00012918214,0.0011115819,0.0004457862,0.00025422967,0.000050464965,0.000009888767],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99471027,0.0006762537,0.0014138138,0.0008100022,0.0006279574,0.0017616864],"domain_scores_gemma":[0.99760705,0.0005538048,0.0005235066,0.00056369865,0.0002919526,0.00046000254],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005158817,0.0008365869,0.0015877138,0.00013211978,0.0002222513,0.00028531658,0.0004270367,0.00009598302,0.000057538575],"category_scores_gemma":[0.00010186838,0.00066247815,0.0002765436,0.00053000334,0.0005769158,0.0009942926,0.00025894583,0.00072225544,0.000015682639],"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":[0.0005774035,0.011224243,0.09857193,0.005458769,0.00041055068,0.000010474393,0.087071456,0.000037732178,0.055673707,0.5688191,0.0012164658,0.1709282],"study_design_scores_gemma":[0.011723322,0.0024775192,0.06630271,0.006187581,0.0014792709,0.000006799548,0.023090107,0.003358509,0.3402366,0.4880561,0.04912096,0.007960521],"about_ca_topic_score_codex":0.00079625484,"about_ca_topic_score_gemma":0.000064389,"teacher_disagreement_score":0.28456292,"about_ca_system_score_codex":0.00007032781,"about_ca_system_score_gemma":0.00026761385,"threshold_uncertainty_score":0.99958265},"labels":[],"label_agreement":null},{"id":"W2157614783","doi":"10.1017/s1431927612001134","title":"Chemical Vapor Deposition of Porous GaN Particles on Silicon","year":2012,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Cathodoluminescence; Materials science; Nanoporous; Chemical vapor deposition; Nanopore; Porous silicon; Etching (microfabrication); Deposition (geology); Silicon; Porosity; Chemical engineering; Nanotechnology; Semiconductor; Optoelectronics; Composite material; Layer (electronics)","score_opus":0.010927890773872849,"score_gpt":0.2566727068580308,"score_spread":0.24574481608415794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157614783","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":[0.99891794,0.00034233846,0.00015201206,0.00003733957,0.00007311959,0.000078668905,0.00007093912,0.000012375526,0.00031526797],"genre_scores_gemma":[0.99914,0.000007981286,0.00045861703,0.00008413863,0.00014499969,0.000008079383,0.00008247415,0.000013175303,0.00006049359],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991728,0.000037952304,0.00027116013,0.00018232422,0.000069962865,0.00026581745],"domain_scores_gemma":[0.9995048,0.000032522978,0.00014554734,0.00018246983,0.000032427673,0.00010222708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012704209,0.00014890786,0.0002900938,0.000058777638,0.000062495084,0.000032976437,0.000070965434,0.000045085108,0.00031213675],"category_scores_gemma":[0.0000026738462,0.00013000784,0.00010812935,0.00010677545,0.000060430466,0.00010073238,0.000021406255,0.000051249852,0.000017486105],"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":[0.00003086182,0.00017792224,0.02730563,0.000021345515,0.00012353211,2.3693524e-7,0.00025778645,0.0000019065931,0.9692886,0.00031437524,0.0001586493,0.0023191506],"study_design_scores_gemma":[0.0002813819,0.000025313888,0.0011133112,0.000021241565,0.0002478204,0.000001395243,0.00023444906,0.000009575385,0.9975115,0.00009570102,0.00032244992,0.00013585077],"about_ca_topic_score_codex":0.00036207307,"about_ca_topic_score_gemma":0.000003221627,"teacher_disagreement_score":0.028222907,"about_ca_system_score_codex":0.000011308046,"about_ca_system_score_gemma":0.000010827354,"threshold_uncertainty_score":0.5301566},"labels":[],"label_agreement":null},{"id":"W2162593122","doi":"10.1557/proc-743-l9.6","title":"High Performance HFET Devices on Sapphire and SiC: Passivation with AlN","year":2002,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"National Research Council Canada; Institute for Microstructural Sciences","funders":"","keywords":"Materials science; Transconductance; Optoelectronics; Sapphire; Passivation; Wafer; Layer (electronics); Heterojunction; Transistor; Nanotechnology; Electrical engineering; Optics; Laser; Voltage","score_opus":0.011997999986119596,"score_gpt":0.20001750115464503,"score_spread":0.18801950116852545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162593122","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":[0.9937575,0.000017327748,0.0000042203656,0.00030928635,0.00006393823,0.00014700161,0.000009091366,0.000041106705,0.005650524],"genre_scores_gemma":[0.9988536,0.000005569678,0.00016741702,0.0002094984,0.00027197262,0.000030344561,0.0000121455305,0.000018886252,0.00043053413],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99932784,0.0000023618102,0.00013052656,0.00022684941,0.0001235561,0.00018889375],"domain_scores_gemma":[0.99969786,0.000010480459,0.000113106806,0.000057484263,0.000065493536,0.00005556702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000053118652,0.00015207632,0.00015058467,0.000041989762,0.00012595972,0.00012458321,0.00007622623,0.00003007945,0.00036923308],"category_scores_gemma":[0.0000013801792,0.00011391444,0.000014981041,0.00009481403,0.000033355907,0.00030451137,0.000017112421,0.000074576514,0.00003810205],"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":[0.00017079829,0.00036686932,0.75786704,0.0006296879,0.00019731575,0.000002174208,0.003822438,0.00004326336,0.11035953,0.05214661,0.01248888,0.06190541],"study_design_scores_gemma":[0.005208343,0.0022694007,0.22857215,0.0012129149,0.00026290552,0.000013771527,0.003528958,0.0033127659,0.6561491,0.0020749653,0.09519355,0.0022011714],"about_ca_topic_score_codex":0.00006705872,"about_ca_topic_score_gemma":9.310551e-7,"teacher_disagreement_score":0.5457896,"about_ca_system_score_codex":0.000010284155,"about_ca_system_score_gemma":0.000004797707,"threshold_uncertainty_score":0.4645296},"labels":[],"label_agreement":null},{"id":"W2166520016","doi":"10.1109/led.2014.2298457","title":"Optimized Pre-Treatment Process for MOS-GaN Devices Passivation","year":2014,"lang":"en","type":"article","venue":"IEEE Electron Device Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Passivation; Materials science; High-electron-mobility transistor; Optoelectronics; Capacitance; Capacitor; Gallium nitride; Analytical Chemistry (journal); Transistor; Electronic engineering; Electrical engineering; Voltage; Nanotechnology; Chemistry; Electrode; Layer (electronics)","score_opus":0.0132556922726466,"score_gpt":0.2741700055751511,"score_spread":0.2609143133025045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166520016","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":[0.97810113,0.000024868194,0.018040936,0.0021053266,0.0003930132,0.00087632256,0.000031321964,0.000102267026,0.00032481758],"genre_scores_gemma":[0.99483496,0.0000015492708,0.00076321815,0.002280472,0.0011231555,0.00057234225,0.00020956754,0.00005489548,0.00015986324],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983603,0.00007909717,0.00035754233,0.0004585215,0.00016427592,0.0005802601],"domain_scores_gemma":[0.9990893,0.00014015437,0.00028399588,0.00029512218,0.00009233154,0.00009908948],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017847259,0.000333887,0.00038590436,0.00007442059,0.00017795633,0.0001381393,0.00022927637,0.000058188056,0.00009413325],"category_scores_gemma":[0.000005929744,0.0002873889,0.0001514962,0.00012906572,0.000027520236,0.00025986356,0.0000062568997,0.00008339358,0.000027934644],"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":[0.00022983649,0.0002455252,0.0047489675,0.00018972903,0.0003686591,5.8647845e-7,0.00059999333,0.009578144,0.9743458,0.0010153479,0.0026727756,0.006004629],"study_design_scores_gemma":[0.002478322,0.00034373053,0.0004994807,0.00005266646,0.00019842191,9.431943e-7,0.00007955668,0.002767974,0.9590914,0.000532109,0.033414926,0.0005404277],"about_ca_topic_score_codex":0.00022763044,"about_ca_topic_score_gemma":0.000021375026,"teacher_disagreement_score":0.030742152,"about_ca_system_score_codex":0.00007952098,"about_ca_system_score_gemma":0.000059176517,"threshold_uncertainty_score":0.9999578},"labels":[],"label_agreement":null},{"id":"W2167854809","doi":"10.1088/0022-3727/44/12/125102","title":"Analytical modelling of drain-current characteristics of AlGaN/GaN HFETs with full incorporation of steady-state velocity overshoot","year":2011,"lang":"en","type":"article","venue":"Journal of Physics D Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Concordia University","funders":"","keywords":"Velocity overshoot; Materials science; Current (fluid); Overshoot (microwave communication); Heterojunction; Inflection point; Optoelectronics; Transistor; Diffusion; Contact resistance; Gallium nitride; Drift velocity; Steady state (chemistry); Channel length modulation; Field-effect transistor; Engineering physics; Electrical engineering; Nanotechnology; Electric field; Voltage; Physics; Engineering; Layer (electronics); Chemistry; Thermodynamics; Mathematics","score_opus":0.04645007152053219,"score_gpt":0.24253790747683998,"score_spread":0.1960878359563078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167854809","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":[0.87032175,0.000008751701,0.12858492,0.0000023556381,0.00013447412,0.0001654477,0.00018415936,0.000004176596,0.0005939403],"genre_scores_gemma":[0.9973736,0.000007117575,0.0021001836,0.000005261819,0.00042560475,0.0000029337873,0.00004665101,0.000035445282,0.0000032288492],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979898,0.00004428749,0.001075764,0.00018691622,0.00047282272,0.00023041906],"domain_scores_gemma":[0.9958827,0.00006460089,0.0030023376,0.0002736623,0.00066218415,0.00011450084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002606553,0.0002810056,0.0009249264,0.000059836824,0.000039376657,0.000017298593,0.00026755346,0.00004338493,0.000030441648],"category_scores_gemma":[0.0000018347253,0.00023714648,0.00023484668,0.00025106108,0.00016998552,0.00019524996,0.000044315955,0.00027479473,0.0000016394893],"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":[0.0022711551,0.004692019,0.009850071,0.0012617994,0.0016832129,0.000004518695,0.00943479,0.033046212,0.61991435,0.27016127,0.00005297355,0.047627654],"study_design_scores_gemma":[0.0019656434,0.00061812997,0.0012954014,0.00036588561,0.00064038596,0.0000012285269,0.00062347297,0.01108117,0.89769816,0.085217305,0.000031148025,0.00046205914],"about_ca_topic_score_codex":0.000059739927,"about_ca_topic_score_gemma":8.565219e-7,"teacher_disagreement_score":0.27778384,"about_ca_system_score_codex":0.000024569119,"about_ca_system_score_gemma":0.0002635387,"threshold_uncertainty_score":0.9670553},"labels":[],"label_agreement":null},{"id":"W2167968347","doi":"10.1088/0957-4484/23/19/194012","title":"Temperature-dependent nonradiative recombination processes in GaN-based nanowire white-light-emitting diodes on silicon","year":2012,"lang":"en","type":"article","venue":"Nanotechnology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":82,"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":"Materials science; Auger effect; Optoelectronics; Diode; Nanowire; Heterojunction; Light-emitting diode; Silicon; Atmospheric temperature range; Spontaneous emission; Indium gallium nitride; Wide-bandgap semiconductor; Gallium nitride; Layer (electronics); Auger; Optics; Nanotechnology; Atomic physics; Physics","score_opus":0.01103328032922117,"score_gpt":0.24619203617243327,"score_spread":0.2351587558432121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167968347","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":[0.99676883,0.00017735346,0.000026752756,0.0009855255,0.00050286064,0.00036728702,0.000038066515,0.000121736266,0.0010116153],"genre_scores_gemma":[0.9991754,0.0000040982886,0.0000987026,0.00017154371,0.00017822481,0.00014581194,0.00007059565,0.00003416604,0.00012141166],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99855137,0.000082797545,0.00034494905,0.00035995228,0.00014774331,0.0005131783],"domain_scores_gemma":[0.9992302,0.00010897319,0.00022080366,0.00028603285,0.00009266726,0.0000613006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027945574,0.00026173293,0.00034193767,0.0002821536,0.00011124126,0.00004450052,0.00022900697,0.00028853724,0.0002253003],"category_scores_gemma":[0.00007607443,0.00023514045,0.00006682756,0.0003860092,0.00004357379,0.00021198414,0.000022165237,0.00032367345,0.000070471695],"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":[0.000059769613,0.00074638485,0.11420288,0.00013056386,0.000049088507,0.0000034526984,0.0008851594,0.00013449747,0.87143666,0.0040956065,0.00016321518,0.008092729],"study_design_scores_gemma":[0.0008453929,0.00012619927,0.0010336625,0.00011165243,0.00001749049,8.7304477e-7,0.00057005533,0.000026413443,0.99478257,0.00058036356,0.0016251354,0.00028021695],"about_ca_topic_score_codex":0.00008419359,"about_ca_topic_score_gemma":0.000032971704,"teacher_disagreement_score":0.12334589,"about_ca_system_score_codex":0.00009191328,"about_ca_system_score_gemma":0.000103937746,"threshold_uncertainty_score":0.958875},"labels":[],"label_agreement":null},{"id":"W2169233108","doi":"10.1002/pssa.201100129","title":"High‐efficiency InGaN/GaN quantum well structures on large area silicon substrates","year":2011,"lang":"en","type":"article","venue":"physica status solidi (a)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Brockhouse Institute for Materials Research","funders":"Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Optoelectronics; Epitaxy; Silicon; Substrate (aquarium); Nucleation; Quantum efficiency; Wafer; Dislocation; Layer (electronics); Nanotechnology; Composite material; Chemistry","score_opus":0.024688873447848633,"score_gpt":0.2507848379437181,"score_spread":0.22609596449586944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169233108","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":[0.98871374,0.000031164367,0.00007902528,0.000032588425,0.00062622025,0.00027069886,0.00043840124,0.00010765888,0.0097005],"genre_scores_gemma":[0.99895054,0.000005482632,0.0000585059,0.00011425997,0.00047001243,0.000030838506,0.0002148034,0.00005758834,0.000097945325],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99789447,0.0000728909,0.0003482968,0.0005338488,0.00024696198,0.00090351864],"domain_scores_gemma":[0.9988568,0.00006855343,0.000254774,0.00051646814,0.00008410086,0.00021930027],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009636216,0.00041090985,0.00045388623,0.000077767145,0.00023972052,0.00010582769,0.00031071462,0.00006148558,0.0018852653],"category_scores_gemma":[0.0000052071146,0.0003507005,0.00017271556,0.00017125593,0.000081177626,0.00020428303,0.000053392196,0.00023125003,0.00028032006],"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":[0.00019522652,0.0018006548,0.0122296745,0.00009598587,0.00023877408,0.000011259872,0.0050657927,0.00015020734,0.49407908,0.48183635,0.0035208294,0.0007761665],"study_design_scores_gemma":[0.0011211047,0.00035009073,0.012693291,0.000045823337,0.000080505466,4.522975e-7,0.0014535894,0.00023961908,0.9309609,0.048625354,0.0037341176,0.000695151],"about_ca_topic_score_codex":0.0015863304,"about_ca_topic_score_gemma":0.000018814213,"teacher_disagreement_score":0.4368818,"about_ca_system_score_codex":0.000026559454,"about_ca_system_score_gemma":0.00008094648,"threshold_uncertainty_score":0.9998945},"labels":[],"label_agreement":null},{"id":"W2169632935","doi":"10.1002/pssc.200460451","title":"High magnetic field studies of AlGaN/GaN heterostructures grown on bulk GaN","year":2005,"lang":"en","type":"article","venue":"Physica status solidi. C, Conferences and critical reviews/Physica status solidi. C, Current topics in solid state physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Heterojunction; Magnetoresistance; Materials science; Condensed matter physics; Magnetic field; Atmospheric temperature range; Hall effect; Substrate (aquarium); Electron mobility; Thermal conduction; Optoelectronics; Physics","score_opus":0.05260351750866738,"score_gpt":0.3642828191085992,"score_spread":0.31167930159993185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169632935","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":[0.97092617,0.015900828,0.0011534835,0.0015732524,0.0025048102,0.002401591,0.0022740257,0.0001552067,0.0031106418],"genre_scores_gemma":[0.9792666,0.017355151,0.000447479,0.00034516404,0.0019399849,0.00025433523,0.00023311996,0.00009259969,0.00006557873],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9932504,0.00047760844,0.001927312,0.0014270099,0.0008122855,0.002105362],"domain_scores_gemma":[0.99608654,0.00097016455,0.0007055957,0.0010273732,0.0005456302,0.00066470273],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00031043642,0.0013127845,0.0027865693,0.0001652049,0.00036586213,0.00032339222,0.0006355376,0.00013145526,0.00024546182],"category_scores_gemma":[0.00018193302,0.0011102908,0.00057688635,0.00051151944,0.00083553477,0.0006275548,0.00029563656,0.0010154984,0.00005835291],"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":[0.00033156693,0.003361946,0.00316159,0.003457731,0.00049019285,0.000010930474,0.008353443,0.00059893687,0.016916202,0.44357637,0.003236654,0.51650447],"study_design_scores_gemma":[0.0066228854,0.005225179,0.0037411794,0.0056346515,0.0013486992,0.000004197488,0.0038519923,0.0037600386,0.20758677,0.61873686,0.13764398,0.005843598],"about_ca_topic_score_codex":0.0004788007,"about_ca_topic_score_gemma":0.00006833318,"teacher_disagreement_score":0.5106608,"about_ca_system_score_codex":0.0001166532,"about_ca_system_score_gemma":0.00033397987,"threshold_uncertainty_score":0.9999624},"labels":[],"label_agreement":null},{"id":"W2173957951","doi":"10.1016/s0960-894x(02)00634-0","title":"Synthesis of nitrile derivatives of estrogens","year":2002,"lang":"en","type":"article","venue":"Bioorganic & Medicinal Chemistry Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Chemistry; Nitrile; Aromatization; Acetonitrile; Ring (chemistry); Bromide; Halogenation; Medicinal chemistry; Organic chemistry; Stereochemistry","score_opus":0.014322945648205142,"score_gpt":0.2137654917728778,"score_spread":0.19944254612467266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2173957951","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":[0.99795943,0.00012811356,0.00006667952,0.00047028108,0.00006445743,0.000064007145,0.00008251922,0.000013948537,0.0011505614],"genre_scores_gemma":[0.999404,0.0000048950615,0.00014680145,0.00007605247,0.0002875742,0.0000071070845,0.000014184303,0.00001734109,0.00004204513],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990521,0.000021084721,0.00035193042,0.00018690646,0.00018976694,0.00019820993],"domain_scores_gemma":[0.99925804,0.00009734356,0.00027239844,0.0002477837,0.00004568857,0.0000787652],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000083569175,0.000159883,0.00034507902,0.000023583321,0.00002815508,0.0000057652805,0.00020712987,0.000039659866,0.006804692],"category_scores_gemma":[0.00002962264,0.00014217614,0.00009944971,0.00012563301,0.00016316677,0.00004080212,0.000029483914,0.00007626877,0.000011776946],"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":[0.0000066799007,0.00006552798,0.006286735,0.0001376991,0.000090813955,0.0000016854666,0.00015358553,7.920009e-7,0.99155617,0.000020406917,0.0011941631,0.00048572104],"study_design_scores_gemma":[0.00024669338,0.000010325084,0.00044738577,0.00009724026,0.00008123376,0.0000019369957,0.00047211387,0.000008328874,0.9980796,0.000018356064,0.0004182704,0.00011851557],"about_ca_topic_score_codex":0.0000717417,"about_ca_topic_score_gemma":8.243112e-8,"teacher_disagreement_score":0.006792915,"about_ca_system_score_codex":0.000014147354,"about_ca_system_score_gemma":0.000019235955,"threshold_uncertainty_score":0.9941032},"labels":[],"label_agreement":null},{"id":"W2178000511","doi":"10.1049/joe.2014.0349","title":"Impact of nanowire geometry on the carrier transport in GaN/InGaN axial nanowire light‐emitting diodes","year":2015,"lang":"en","type":"article","venue":"The Journal of Engineering","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanowire; Materials science; Gallium nitride; Light-emitting diode; Indium gallium nitride; Optoelectronics; Diode; Nitride; Indium; Epitaxy; Gallium; Wide-bandgap semiconductor; Nanotechnology; Layer (electronics)","score_opus":0.015340950215458747,"score_gpt":0.2405729773170599,"score_spread":0.22523202710160115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2178000511","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":[0.9990527,0.00013443021,0.00013839352,0.00007681299,0.00031923607,0.000073071424,0.000022275111,0.000004488755,0.00017858336],"genre_scores_gemma":[0.99949443,0.0000037644315,0.000031744006,0.000008277416,0.00042115248,0.0000010953653,0.0000015437398,0.000020996365,0.000017020258],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99907833,0.000042293563,0.00041399038,0.000060500963,0.00019979423,0.00020508656],"domain_scores_gemma":[0.9993278,0.00011125972,0.0002441941,0.00016084079,0.00007642944,0.00007949767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090963015,0.00014865093,0.0002892093,0.000099141966,0.000034713896,0.00001770159,0.00026348303,0.000032130865,0.00004991002],"category_scores_gemma":[0.000027609627,0.00007786247,0.00017200492,0.00015992395,0.000015540701,0.000113338254,0.00001202464,0.0002456963,0.0000011532507],"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":[0.00013660303,0.00008752834,0.051195104,0.00004237222,0.00029876415,0.000009710231,0.004965215,0.086712696,0.8553445,0.00042155787,0.00020322949,0.0005827587],"study_design_scores_gemma":[0.0029149095,0.000941185,0.066725776,0.0015352597,0.0002973739,0.000050731185,0.0052699675,0.0021379222,0.9173114,0.00046223067,0.0016488374,0.0007044666],"about_ca_topic_score_codex":0.00021508275,"about_ca_topic_score_gemma":0.0000025886661,"teacher_disagreement_score":0.084574774,"about_ca_system_score_codex":0.00004476038,"about_ca_system_score_gemma":0.00008927545,"threshold_uncertainty_score":0.31751394},"labels":[],"label_agreement":null},{"id":"W2179756078","doi":"10.1049/el.2015.2362","title":"Characterisation and analytical modelling of GaN HEMT‐based varactor diodes","year":2015,"lang":"en","type":"article","venue":"Electronics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Carleton University","funders":"","keywords":"Varicap; High-electron-mobility transistor; Optoelectronics; Materials science; Diode; Electronic engineering; Gallium nitride; Wide-bandgap semiconductor; Electrical engineering; Capacitance; Engineering; Transistor; Voltage; Physics; Nanotechnology","score_opus":0.03337807956413946,"score_gpt":0.24465479803674853,"score_spread":0.21127671847260907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2179756078","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":[0.979365,0.000050957806,0.019693667,0.0005754364,0.00007183499,0.000092607894,0.000017983151,0.000015418222,0.000117080555],"genre_scores_gemma":[0.9991156,0.000002098316,0.00033064737,0.0002921183,0.00015167678,0.000006110236,0.000073436066,0.000015697678,0.000012656582],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99921674,0.000037138856,0.00020481192,0.00017393999,0.00012760625,0.00023975126],"domain_scores_gemma":[0.9995748,0.000032832322,0.000120773715,0.0001420212,0.000043568525,0.0000859942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017034158,0.00012164298,0.00020052973,0.000050549275,0.000028803874,0.000040615272,0.00007459899,0.000027602866,0.00004709518],"category_scores_gemma":[0.0000029689227,0.000114976225,0.000047811347,0.000063725856,0.000034177727,0.000119588345,0.000010009906,0.000093045535,0.000004349997],"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":[0.00012755992,0.0001508091,0.024614003,0.000063865475,0.00014994333,0.0000017220977,0.0005823887,0.008915611,0.95410585,0.009232145,0.00058471976,0.0014713623],"study_design_scores_gemma":[0.0023588443,0.00029349813,0.0015341911,0.00006885519,0.00020823147,0.000001862712,0.00021190029,0.18473755,0.80158436,0.0025570774,0.0057175313,0.00072609197],"about_ca_topic_score_codex":0.00010198428,"about_ca_topic_score_gemma":0.000001307588,"teacher_disagreement_score":0.17582195,"about_ca_system_score_codex":0.00003221704,"about_ca_system_score_gemma":0.00007509683,"threshold_uncertainty_score":0.46885943},"labels":[],"label_agreement":null},{"id":"W2180650257","doi":"10.1007/s10762-015-0224-y","title":"Room-Temperature AlGaN/GaN Terahertz Plasmonic Detectors with a Zero-Bias Grating","year":2015,"lang":"en","type":"article","venue":"Journal of Infrared Millimeter and Terahertz Waves","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"LabEx GANEX; Agence Nationale de la Recherche","keywords":"Materials science; Ohmic contact; Terahertz radiation; Grating; Rectification; Detector; Optoelectronics; Plasmon; Absorption (acoustics); Optics; Voltage; Physics; Nanotechnology","score_opus":0.019649601325464,"score_gpt":0.23210698221845422,"score_spread":0.2124573808929902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2180650257","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":[0.9976611,0.00066471443,0.00018206556,0.00007405227,0.00045802258,0.00015235394,0.00006271791,0.000017853337,0.0007271355],"genre_scores_gemma":[0.99629956,0.000014364999,0.0025821181,0.0001820638,0.00044575887,0.000005556445,0.000020899559,0.00004657342,0.00040312228],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99827534,0.00011999685,0.00066569523,0.00025003348,0.00032113894,0.00036779427],"domain_scores_gemma":[0.9984787,0.000101831385,0.0005467974,0.00022514613,0.00029051787,0.00035698307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033594517,0.00036817027,0.0005901246,0.00017513844,0.00012501291,0.0003818007,0.00022209017,0.00009721423,0.00012417386],"category_scores_gemma":[0.00002087176,0.00023954317,0.00016545062,0.00015913011,0.000060094797,0.000558196,0.000041580548,0.00034999728,0.00000429319],"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":[0.0010855481,0.0004399989,0.1219017,0.00016927038,0.0018493424,0.00022906988,0.011720496,0.00009751557,0.8176839,0.00019688033,0.007762521,0.03686381],"study_design_scores_gemma":[0.00759598,0.0028981683,0.0062190783,0.0008742393,0.00047435873,0.000451116,0.004535261,0.0001212955,0.9314975,0.0055053188,0.038553264,0.0012744316],"about_ca_topic_score_codex":0.00007187763,"about_ca_topic_score_gemma":0.0000066372136,"teacher_disagreement_score":0.115682624,"about_ca_system_score_codex":0.000031650063,"about_ca_system_score_gemma":0.00015280086,"threshold_uncertainty_score":0.9768287},"labels":[],"label_agreement":null},{"id":"W2182337902","doi":"10.1109/eumic.2015.7345158","title":"Characterization of GaN-based HEMTs as varactor diode devices","year":2015,"lang":"en","type":"preprint","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Varicap; Optoelectronics; Materials science; High-electron-mobility transistor; Diode; Equivalent circuit; Wide-bandgap semiconductor; Gallium nitride; Epitaxy; Heterojunction; Capacitance; Electrical engineering; Voltage; Transistor; Electrode; Engineering; Nanotechnology; Layer (electronics); Chemistry","score_opus":0.026012262004409464,"score_gpt":0.2719858667535862,"score_spread":0.24597360474917676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182337902","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":[0.98583,0.000022572289,0.00096454157,0.000108955566,0.001145147,0.00048920384,0.00084898976,0.00006974058,0.010520835],"genre_scores_gemma":[0.9947647,0.0000019783151,0.00020661605,0.00017128588,0.00064326834,0.00006183681,0.003453408,0.000050112667,0.0006467861],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99828917,0.00008810763,0.0005981299,0.00046879207,0.00028833296,0.0002674931],"domain_scores_gemma":[0.9980965,0.000042938318,0.00077252305,0.00059093355,0.00034367875,0.00015338261],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023419493,0.00038917596,0.0006614771,0.00011192158,0.000036732086,0.00012592426,0.0003826876,0.00018817019,0.0036730024],"category_scores_gemma":[0.000007759617,0.00034301725,0.00019678503,0.00008142442,0.000041109924,0.00012369879,0.000102307764,0.00020928925,0.00012351922],"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":[0.000059771668,0.00029740136,0.014761118,0.000546347,0.0002008275,0.0000015385654,0.00022418941,0.00021827802,0.9806847,0.0016790426,0.0003523452,0.00097443035],"study_design_scores_gemma":[0.00060933805,0.00006357834,0.0034895367,0.0002940883,0.00016405078,2.4303205e-7,0.00010097366,0.00042977725,0.9846383,0.0023314075,0.0072829816,0.0005957564],"about_ca_topic_score_codex":0.0015197814,"about_ca_topic_score_gemma":0.000012055027,"teacher_disagreement_score":0.011271581,"about_ca_system_score_codex":0.00003428992,"about_ca_system_score_gemma":0.0005276657,"threshold_uncertainty_score":0.9999022},"labels":[],"label_agreement":null},{"id":"W2184787491","doi":"10.1109/eumic.2015.7345110","title":"Thermal performance assessment in AlGaN/GaN structures by microsensor integration","year":2015,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Université de Sherbrooke","funders":"","keywords":"Materials science; Optoelectronics; Reliability (semiconductor); Transistor; Thermal; Wide-bandgap semiconductor; Gallium nitride; Epitaxy; Degradation (telecommunications); Substrate (aquarium); Power density; Power semiconductor device; Work (physics); High-electron-mobility transistor; Power (physics); Electronic engineering; Electrical engineering; Nanotechnology; Mechanical engineering; Engineering","score_opus":0.016755289581471815,"score_gpt":0.2707199982547336,"score_spread":0.25396470867326176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2184787491","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":[0.9898558,0.000012963432,0.00022123259,0.000074413,0.0002106942,0.00012558812,0.000024724228,0.000017374865,0.00945721],"genre_scores_gemma":[0.99851775,6.7094237e-7,0.0006028191,0.000090814,0.0001162092,0.000011466877,0.00012361346,0.000010481588,0.00052615465],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993984,0.000031620544,0.00017502143,0.00014296589,0.00009078712,0.00016117316],"domain_scores_gemma":[0.99971795,0.000009025444,0.000058127756,0.00011957403,0.000037822687,0.00005752368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011380079,0.000113179674,0.0001279351,0.000028298877,0.00002633809,0.0000686241,0.00009064595,0.000027536704,0.0006486793],"category_scores_gemma":[9.602275e-7,0.000084132516,0.000023913537,0.000048247486,0.000016558848,0.00015215247,0.000014726464,0.0000864263,0.000021517755],"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":[0.000012579647,0.000050206418,0.043218073,0.000005996306,0.000011813595,2.8845724e-7,0.0003369481,0.00012554083,0.9448383,0.002437555,0.0028243833,0.00613835],"study_design_scores_gemma":[0.0009087897,0.000075490476,0.020404315,0.000014446488,0.000008883268,3.2897557e-7,0.0015823045,0.001113436,0.97117966,0.0006168503,0.0038599155,0.00023557573],"about_ca_topic_score_codex":0.000926678,"about_ca_topic_score_gemma":0.000018075321,"teacher_disagreement_score":0.026341401,"about_ca_system_score_codex":0.000027382248,"about_ca_system_score_gemma":0.000054812856,"threshold_uncertainty_score":0.7102584},"labels":[],"label_agreement":null},{"id":"W2187418979","doi":"10.1039/c5nr06841j","title":"Nanogenerators based on vertically aligned InN nanowires","year":2015,"lang":"en","type":"article","venue":"Nanoscale","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":43,"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; National Institute for Nanotechnology; University of Waterloo","funders":"","keywords":"Nanowire; Materials science; Piezoelectricity; Nanotechnology; Nanogenerator; Optoelectronics; Composite material","score_opus":0.020006603000651164,"score_gpt":0.25002162022291374,"score_spread":0.23001501722226259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187418979","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":[0.9871098,0.000024661735,0.00028352797,0.00063291896,0.00091963186,0.00017140056,0.00006303506,0.0000681742,0.01072688],"genre_scores_gemma":[0.9968237,2.8135653e-7,0.0004373628,0.0018237487,0.00028817434,0.00003306742,0.000063367974,0.000029316303,0.0005009702],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99882936,0.000075057804,0.00023360638,0.00028848735,0.0002647612,0.00030870002],"domain_scores_gemma":[0.9992276,0.00004336009,0.00006424523,0.0003306265,0.0000968034,0.0002373874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017204497,0.00019133797,0.00022424299,0.000057497757,0.00007504445,0.00007580711,0.00018407557,0.000056492627,0.000698987],"category_scores_gemma":[0.000015785337,0.0001601146,0.00008988548,0.00013309057,0.000042056286,0.000078886806,0.00003019412,0.000048618575,0.00032026792],"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":[0.00012783433,0.0004016179,0.02089464,0.000013288702,0.000042673757,0.0000066623033,0.00015100178,0.00022089978,0.8901957,0.004989181,0.080905445,0.0020510252],"study_design_scores_gemma":[0.001489322,0.00025048078,0.0004961436,0.000037299033,0.000028475073,2.8968694e-7,0.00010113,0.0007854394,0.8905564,0.000928163,0.10498217,0.0003446855],"about_ca_topic_score_codex":0.00014152902,"about_ca_topic_score_gemma":0.0000041854637,"teacher_disagreement_score":0.024076724,"about_ca_system_score_codex":0.00003090121,"about_ca_system_score_gemma":0.00016062487,"threshold_uncertainty_score":0.76534176},"labels":[],"label_agreement":null},{"id":"W2204857645","doi":"10.1088/1674-1056/20/3/036106","title":"Novel model of a AlGaN/GaN high electron mobility transistor based on an artificial neural network*","year":2011,"lang":"en","type":"article","venue":"Chinese Physics B","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"High-electron-mobility transistor; Artificial neural network; Transistor; Materials science; Optoelectronics; Computer science; Process (computing); Gallium nitride; Biological system; Artificial intelligence; Electrical engineering; Nanotechnology; Voltage; Layer (electronics); Engineering","score_opus":0.032244201777445754,"score_gpt":0.2501027203548845,"score_spread":0.21785851857743876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2204857645","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":[0.98676324,0.0000034956615,0.011681877,0.000015069014,0.0002529885,0.00026203916,0.00023574951,0.00004255784,0.0007429557],"genre_scores_gemma":[0.9980061,1.13390406e-7,0.0008840899,0.00009863158,0.0007346993,0.000032835025,0.00018981118,0.000043289998,0.000010417682],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99871176,0.000048882517,0.00034254265,0.00037426397,0.00017079648,0.00035176004],"domain_scores_gemma":[0.9990787,0.000030771753,0.00018140308,0.0005080368,0.000088069464,0.000113052825],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014334115,0.00029410995,0.00041435173,0.000027043669,0.00008602924,0.000022203485,0.00023915173,0.00004921488,0.00013378501],"category_scores_gemma":[0.0000020475288,0.00024633197,0.00018971857,0.00015971891,0.000063604675,0.00017799222,0.000013447838,0.00015241906,0.00000575734],"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":[0.00035341954,0.0019385719,0.0022764273,0.000043879336,0.00004894077,2.9471443e-7,0.0006192594,0.11376539,0.8556979,0.0244227,0.000022581587,0.00081067736],"study_design_scores_gemma":[0.0011514733,0.00047306807,0.0045050555,0.000027016244,0.00011109818,1.3357466e-7,0.00003621389,0.4598412,0.44391218,0.08934567,0.000008051531,0.00058885996],"about_ca_topic_score_codex":0.0007099351,"about_ca_topic_score_gemma":0.000024749354,"teacher_disagreement_score":0.4117857,"about_ca_system_score_codex":0.00001826213,"about_ca_system_score_gemma":0.00008493446,"threshold_uncertainty_score":0.99999887},"labels":[],"label_agreement":null},{"id":"W2217983199","doi":"10.1109/vppc.2015.7352955","title":"Gallium Nitride Semiconductors in Power Electronics for Electric Vehicles: Advantages and Challenges","year":2015,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Gallium nitride; Capacitor; Materials science; Power semiconductor device; Automotive industry; Converters; Power electronics; Semiconductor; Switching time; Electrical engineering; Inductor; Nanosecond; Wide-bandgap semiconductor; Electronics; Optoelectronics; Nanotechnology; Engineering; Voltage; Laser","score_opus":0.03140051685679336,"score_gpt":0.267046837470313,"score_spread":0.23564632061351964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2217983199","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":[0.9920507,0.004889789,0.00004407168,0.0003053821,0.00014084323,0.000351774,0.000018758961,0.000036514753,0.0021621452],"genre_scores_gemma":[0.99881804,0.00037311137,0.00020275281,0.00008282528,0.00014009317,0.00005654394,0.000022904005,0.000029243904,0.00027446495],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99888396,0.000037341644,0.00024609442,0.00030791998,0.00009541389,0.00042927553],"domain_scores_gemma":[0.99946254,0.0000890272,0.0000796441,0.00016399658,0.00007417944,0.00013062444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002965425,0.00019424758,0.00027965772,0.00010871152,0.00003286992,0.000049086775,0.00011957946,0.000057761554,0.00007519686],"category_scores_gemma":[0.000013052983,0.00016879667,0.000049385297,0.00009595688,0.000018231436,0.00023652674,0.000029037003,0.00010053717,0.000009182518],"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":[0.00019565063,0.00034402014,0.026283948,0.00015752959,0.00014480499,0.0000029662403,0.0016445027,0.000034555494,0.8838096,0.07729892,0.0023131757,0.00777033],"study_design_scores_gemma":[0.0067509334,0.0011204452,0.002516887,0.000087329325,0.00010535073,0.000007512873,0.01141759,0.00040505742,0.7749054,0.06173752,0.13947436,0.0014716113],"about_ca_topic_score_codex":0.00013140134,"about_ca_topic_score_gemma":0.00003210719,"teacher_disagreement_score":0.13716118,"about_ca_system_score_codex":0.000038265334,"about_ca_system_score_gemma":0.00011440085,"threshold_uncertainty_score":0.68833286},"labels":[],"label_agreement":null},{"id":"W2220818232","doi":"10.1109/ias.1993.299201","title":"Advanced solid-state semiconductor light sources","year":2002,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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; Hydro One (Canada)","funders":"","keywords":"Light-emitting diode; Optoelectronics; Diode; Materials science; Semiconductor; White light; Silicon; Solid-state; Solid-state lighting; Engineering physics; Physics","score_opus":0.014463688725461733,"score_gpt":0.24012655021802132,"score_spread":0.2256628614925596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2220818232","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":[0.9639165,0.0001228086,0.00007485345,0.00026477134,0.00042264405,0.00015274482,0.00004064168,0.000100920595,0.034904145],"genre_scores_gemma":[0.97935975,0.0000074960712,0.0002683278,0.00025004963,0.00030696782,0.000021096037,0.0000172578,0.000028116798,0.019740924],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989626,0.00002662321,0.00026340535,0.00028146623,0.000112892856,0.00035300863],"domain_scores_gemma":[0.99943006,0.000025618168,0.00010123341,0.00027360214,0.00004576853,0.00012369662],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000056383276,0.000200275,0.00024447707,0.000045335437,0.00009748748,0.000095779804,0.00018351607,0.000028743323,0.023177253],"category_scores_gemma":[0.0000022965978,0.00016186936,0.000098708035,0.00008695427,0.000025707472,0.0002295873,0.00004181356,0.00008121067,0.0009233533],"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":[0.0000059252575,0.000106582294,0.003647236,0.000016505215,0.00006680799,0.0000021334426,0.0006904413,0.00004442781,0.9762777,0.001894632,0.010824198,0.006423406],"study_design_scores_gemma":[0.0006626769,0.000044995326,0.00012342859,0.000021679945,0.000022204538,0.0000012047776,0.0005356555,0.00016648827,0.84711605,0.0017513166,0.14916217,0.00039212315],"about_ca_topic_score_codex":0.00009167075,"about_ca_topic_score_gemma":0.000004682757,"teacher_disagreement_score":0.13833797,"about_ca_system_score_codex":0.000010110048,"about_ca_system_score_gemma":0.000009222973,"threshold_uncertainty_score":0.99985456},"labels":[],"label_agreement":null},{"id":"W22279847","doi":"10.1023/a:1021125918526","title":"Anodic oxidation of gallium nitride","year":2003,"lang":"en","type":"article","venue":"Journal of Materials Science","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":13,"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 for Microstructural Sciences","funders":"","keywords":"Materials science; Amorphous solid; Stoichiometry; Impurity; Tungstate; Layer (electronics); Epitaxy; Anode; Electrolyte; Analytical Chemistry (journal); Electrode; Crystallography; Composite material; Metallurgy; Physical chemistry; Chemistry","score_opus":0.014999087287259343,"score_gpt":0.25675401229352857,"score_spread":0.24175492500626922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W22279847","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":[0.99765205,0.000023045674,0.00029632024,0.000023053624,0.0011502913,0.00005225074,0.000012105105,0.0000023084292,0.00078858127],"genre_scores_gemma":[0.9986586,0.0000041238886,0.0011171581,0.000019278277,0.00016154478,6.9083916e-7,9.217198e-7,0.000005080274,0.00003261421],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99889356,0.000063074294,0.00049404753,0.00009246442,0.00029375928,0.00016310769],"domain_scores_gemma":[0.99877775,0.000025065643,0.00070358085,0.00012393176,0.00029702854,0.00007261846],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015051386,0.0000777105,0.00023402165,0.00011920468,0.000060048682,0.00009298059,0.0002515447,0.000015640764,0.0011898618],"category_scores_gemma":[0.000050026567,0.00005926376,0.00004561002,0.00017488762,0.00012381792,0.0004158365,0.000017322915,0.00003308219,0.000011117124],"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":[0.000010671868,0.000034743567,0.00092244014,0.000011758391,0.000005465197,6.7281167e-7,0.000054489534,0.000016545646,0.9954346,0.0033631837,0.000075756616,0.00006969555],"study_design_scores_gemma":[0.00023901876,0.00006199941,0.0010570987,0.00003766922,0.000014766975,0.0000070933784,0.00012890868,5.412735e-7,0.9956063,0.002191817,0.0005944045,0.00006036363],"about_ca_topic_score_codex":0.000041478626,"about_ca_topic_score_gemma":2.2452413e-7,"teacher_disagreement_score":0.001455112,"about_ca_system_score_codex":0.000016523558,"about_ca_system_score_gemma":0.0002544344,"threshold_uncertainty_score":0.9997232},"labels":[],"label_agreement":null},{"id":"W2258486026","doi":"10.1088/1009-1963/16/7/054","title":"Photoresponse of the In<sub>0.3</sub>Ga<sub>0.7</sub>N metal–insulator–semiconductor photodetectors","year":2007,"lang":"en","type":"article","venue":"Chinese Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":9,"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":"Ontario Centres of Excellence","keywords":"Responsivity; Photodetector; Materials science; Optoelectronics; Metalorganic vapour phase epitaxy; Sapphire; Semiconductor; Chemical vapor deposition; Depletion region; Insulator (electricity); Dark current; Metal; Layer (electronics); Optics; Epitaxy; Laser; Nanotechnology; Physics","score_opus":0.010286807196555808,"score_gpt":0.24047146023308225,"score_spread":0.23018465303652644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2258486026","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":[0.99720424,0.000102893675,0.000076084456,0.000019752419,0.0012427177,0.00068247784,0.00028257474,0.00005736073,0.00033191108],"genre_scores_gemma":[0.99883574,0.000008185998,0.00002999006,0.0001224927,0.0007773254,0.000044455235,0.000066195564,0.000101667676,0.00001395949],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9972914,0.00016509008,0.0008365006,0.0005743845,0.00043733866,0.0006953111],"domain_scores_gemma":[0.9978488,0.00028690576,0.0005576155,0.00095530914,0.00016393847,0.00018745215],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006407908,0.00059572497,0.0007890616,0.00013211658,0.00015192987,0.000062187304,0.0006124041,0.00013383577,0.000052045874],"category_scores_gemma":[0.00005252037,0.00043338962,0.00050780806,0.00089732825,0.00020741516,0.00033687547,0.0002138384,0.00041137834,0.000053528518],"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":[0.00014059062,0.0002910088,0.02351792,0.00006284244,0.000117480486,0.0000033042857,0.0005537573,0.000060793915,0.9734611,0.00041495386,0.000063898595,0.0013123519],"study_design_scores_gemma":[0.0009845863,0.000039865983,0.037140206,0.00007698117,0.0000712017,0.000001578196,0.0001252822,0.00007767073,0.95618826,0.004688629,0.00015395081,0.00045178828],"about_ca_topic_score_codex":0.00023679284,"about_ca_topic_score_gemma":0.00006103929,"teacher_disagreement_score":0.017272837,"about_ca_system_score_codex":0.00008778784,"about_ca_system_score_gemma":0.00018906835,"threshold_uncertainty_score":0.99981177},"labels":[],"label_agreement":null},{"id":"W2262283907","doi":"10.1557/proc-719-f8.21","title":"Comparative Analysis of MBE-grown GaN Films on SiC, ZnO and LiGaO<sub>2</sub> Substrates","year":2002,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"EaglePicher (Canada)","funders":"","keywords":"Materials science; Layer (electronics); Optoelectronics; Molecular beam epitaxy; Chemical engineering; Nanotechnology; Epitaxy","score_opus":0.02260668521616364,"score_gpt":0.24272963951795193,"score_spread":0.2201229543017883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2262283907","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":[0.98975766,0.000058833444,0.00000259949,0.000055591547,0.000052695807,0.00015439349,0.000077196084,0.000026502656,0.009814551],"genre_scores_gemma":[0.9996593,0.000011905069,0.000043279728,0.000057102247,0.00008428834,0.000020054056,0.000032481843,0.000012379111,0.00007919492],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99896103,0.000007606317,0.0003044927,0.00032116426,0.00015763802,0.00024809028],"domain_scores_gemma":[0.99939656,0.000042184267,0.00023916912,0.00009376391,0.0001280866,0.00010021846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009894026,0.00021575275,0.00052846066,0.00017488362,0.000087444736,0.00010475138,0.00012387206,0.00004834056,0.0005341688],"category_scores_gemma":[0.0000034587745,0.00018846078,0.00012559952,0.0004311493,0.00008670548,0.00017968488,0.00002316101,0.000096365686,0.000026984293],"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":[0.000019101657,0.00014733864,0.02863726,0.000041327065,0.0005504833,4.3377355e-7,0.0023570256,0.00003013031,0.9622205,0.00368827,0.001921017,0.00038714203],"study_design_scores_gemma":[0.00031624202,0.00012939738,0.008789698,0.000041129828,0.000423243,2.7930068e-7,0.00159642,0.0011931355,0.9866848,0.00030851722,0.00028976693,0.00022740063],"about_ca_topic_score_codex":0.00007983009,"about_ca_topic_score_gemma":0.0000043081745,"teacher_disagreement_score":0.0244643,"about_ca_system_score_codex":0.000008488276,"about_ca_system_score_gemma":0.000007211572,"threshold_uncertainty_score":0.7685208},"labels":[],"label_agreement":null},{"id":"W2263028563","doi":"10.1038/lsa.2016.30","title":"Electrically driven, phosphor-free, white light-emitting diodes using gallium nitride-based double concentric truncated pyramid structures","year":2016,"lang":"en","type":"article","venue":"Light Science & Applications","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Korea Advanced Institute of Science and Technology; Ministry of Knowledge Economy; National Research Foundation","keywords":"Phosphor; Light-emitting diode; Electroluminescence; Materials science; Cathodoluminescence; Optoelectronics; Gallium nitride; Luminous efficacy; Diode; Indium gallium nitride; Photoluminescence; Optics; Nitride; Luminescence; Nanotechnology; Layer (electronics); Physics","score_opus":0.013441884229904569,"score_gpt":0.2583981318365786,"score_spread":0.24495624760667406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2263028563","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":[0.9441949,0.00012427532,0.05082084,0.0016091357,0.0002390759,0.001047301,0.00016251068,0.00017092229,0.0016310249],"genre_scores_gemma":[0.99472463,0.0000012887973,0.004418776,0.00015545833,0.00029880076,0.00020451519,0.0000223228,0.000030789917,0.00014340182],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99746925,0.000030192881,0.0005045965,0.0007669618,0.00047484314,0.00075414765],"domain_scores_gemma":[0.99796027,0.00008342507,0.00039046197,0.0008963116,0.00039004433,0.00027949293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029421775,0.0003046919,0.00031500062,0.00018769069,0.0007871615,0.00034890464,0.0011635406,0.000071174545,0.00039158127],"category_scores_gemma":[0.000019487437,0.00021759252,0.00012253005,0.0016736146,0.000303198,0.00038878765,0.00010697265,0.00012536984,0.000052251842],"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":[0.000016532067,0.00007687646,0.013554713,0.000010525857,0.000012966252,3.8344754e-7,0.000047180452,0.00039891907,0.9692744,0.015071637,0.00023073563,0.0013051359],"study_design_scores_gemma":[0.0011263605,0.000030947587,0.0015681894,0.00004440428,0.00005775362,8.498038e-7,0.000037219117,0.0014650901,0.9772365,0.005482705,0.012547226,0.0004027707],"about_ca_topic_score_codex":0.00014242806,"about_ca_topic_score_gemma":0.0000049020005,"teacher_disagreement_score":0.05052973,"about_ca_system_score_codex":0.00014873283,"about_ca_system_score_gemma":0.00066088565,"threshold_uncertainty_score":0.8873166},"labels":[],"label_agreement":null},{"id":"W2265856181","doi":"10.1021/acs.nanolett.5b04215","title":"Monolithically Integrated Metal/Semiconductor Tunnel Junction Nanowire Light-Emitting Diodes","year":2016,"lang":"en","type":"article","venue":"Nano Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":60,"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","keywords":"Optoelectronics; Materials science; Light-emitting diode; Nanowire; Heterojunction; Tunnel junction; Diode; Semiconductor; Nitride; Electrical junction; Quantum tunnelling; Nanotechnology; Layer (electronics)","score_opus":0.012526274208700111,"score_gpt":0.22272482116442022,"score_spread":0.2101985469557201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2265856181","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":[0.994109,0.000045727793,0.00069963903,0.0029793396,0.0011897725,0.00021259711,0.00006807661,0.00012589514,0.000569987],"genre_scores_gemma":[0.9966279,0.0000032768176,0.00037662772,0.0012734525,0.00068117667,0.000049223905,0.00004197054,0.000050889645,0.00089547964],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99825054,0.00013391263,0.00044612275,0.0004812529,0.00020733308,0.00048085937],"domain_scores_gemma":[0.999084,0.00008465988,0.00022741649,0.00037241186,0.00009761054,0.00013389929],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002976714,0.00032514177,0.0003716114,0.000104140534,0.0001494363,0.00010233195,0.00026838525,0.000100741156,0.0011116933],"category_scores_gemma":[0.00002497366,0.00020893353,0.00020073738,0.00016788395,0.000066634144,0.00028446433,0.000056233963,0.0001247693,0.00028132647],"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":[0.000015931262,0.000036951933,0.003253435,0.000013185743,0.000109161934,0.0000022689264,0.00014809406,0.0000014108425,0.9852293,0.00064163294,0.0030714162,0.007477176],"study_design_scores_gemma":[0.0007994937,0.000034939196,0.00080761407,0.00014125908,0.00007610494,0.0000023949665,0.00020196653,0.0000044460608,0.95359135,0.0002401636,0.043691248,0.0004090284],"about_ca_topic_score_codex":0.00031045143,"about_ca_topic_score_gemma":0.000005206725,"teacher_disagreement_score":0.04061983,"about_ca_system_score_codex":0.000071961986,"about_ca_system_score_gemma":0.000052938543,"threshold_uncertainty_score":0.9998014},"labels":[],"label_agreement":null},{"id":"W2268224374","doi":"10.1063/1.4941239","title":"Enhancing the light extraction efficiency of AlGaN deep ultraviolet light emitting diodes by using nanowire structures","year":2016,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":130,"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":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Nanowire; Materials science; Optoelectronics; Light-emitting diode; Ultraviolet; Diode; Light emission; Wide-bandgap semiconductor; Extraction (chemistry); Ultraviolet light; Green-light; Blue light; Chemistry","score_opus":0.007248123609130105,"score_gpt":0.22565218397250916,"score_spread":0.21840406036337906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2268224374","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":[0.9742022,0.000029522751,0.024570249,0.00029066944,0.000264254,0.00023312488,0.000040050032,0.000024991186,0.00034490414],"genre_scores_gemma":[0.99875677,0.0000012290345,0.0002735533,0.00025650358,0.00062247505,0.000019052814,0.000022747454,0.000037731803,0.000009929297],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99869514,0.000041383362,0.00037574372,0.0003243627,0.00021159479,0.00035179776],"domain_scores_gemma":[0.9990736,0.000108025546,0.00039956716,0.00033330734,0.000035126443,0.00005037659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014648907,0.0002556634,0.0002816221,0.000025127487,0.00022782772,0.000060818802,0.0002579244,0.00004357752,0.00007226598],"category_scores_gemma":[0.000002464193,0.00015691383,0.00011606879,0.00012659302,0.000071099195,0.0001477194,0.000039041035,0.00011196648,0.000008294393],"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":[0.0000089770665,0.000033094802,0.00031009386,0.00002129597,0.000046280846,2.9786642e-7,0.00043078364,0.00007614965,0.99131465,0.0022178737,0.00014889603,0.005391607],"study_design_scores_gemma":[0.00029069756,0.000007812947,0.000069982125,0.0000559975,0.000058862734,6.4212213e-7,0.0003416994,0.000012302427,0.9977486,0.0006070717,0.0005825461,0.00022374706],"about_ca_topic_score_codex":0.00009391463,"about_ca_topic_score_gemma":9.661132e-7,"teacher_disagreement_score":0.024554543,"about_ca_system_score_codex":0.000029169101,"about_ca_system_score_gemma":0.000023116767,"threshold_uncertainty_score":0.639876},"labels":[],"label_agreement":null},{"id":"W2268363440","doi":"10.1021/acs.nanolett.5b03040","title":"Surface Emitting, High Efficiency Near-Vacuum Ultraviolet Light Source with Aluminum Nitride Nanowires Monolithically Grown on Silicon","year":2015,"lang":"en","type":"article","venue":"Nano Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":91,"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":"Army Research Office; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Light-emitting diode; Optoelectronics; Nanowire; Electroluminescence; Ultraviolet; Nitride; Molecular beam epitaxy; Light emission; Planar; Aluminium; Substrate (aquarium); Silicon; Epitaxy; Nanotechnology; Layer (electronics)","score_opus":0.010221782714988912,"score_gpt":0.2180683391220928,"score_spread":0.2078465564071039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2268363440","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":[0.9950551,0.000028782468,0.00023150344,0.0030268703,0.00046484466,0.00033541615,0.00004785965,0.00012070183,0.0006889436],"genre_scores_gemma":[0.99601483,7.0165726e-7,0.0003839741,0.0024929256,0.00043567517,0.000020913712,0.00006184882,0.00006662357,0.00052248256],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99780077,0.00013400326,0.00039474343,0.0005849773,0.0004406365,0.0006448992],"domain_scores_gemma":[0.9987373,0.00010435076,0.00025376648,0.0005164253,0.00010847903,0.00027970885],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000336288,0.00040794958,0.00043585798,0.000055734774,0.00019576897,0.0002492896,0.0004027557,0.00010346907,0.00013591991],"category_scores_gemma":[0.000013844915,0.00031674103,0.000114492665,0.00020296132,0.00012468097,0.00015514743,0.000050319355,0.00024076499,0.00021021506],"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":[0.00012205984,0.0001605444,0.018204138,0.000020765074,0.00005690906,0.000010081917,0.0008053931,0.0012131177,0.9705644,0.00037103094,0.008170896,0.0003006605],"study_design_scores_gemma":[0.0024205057,0.000438394,0.0016314368,0.00019168164,0.00009337877,0.0000056320273,0.0005433639,0.00007019771,0.9659667,0.00011472862,0.02769311,0.0008308538],"about_ca_topic_score_codex":0.0016102114,"about_ca_topic_score_gemma":0.0000056744298,"teacher_disagreement_score":0.019522212,"about_ca_system_score_codex":0.000060501476,"about_ca_system_score_gemma":0.00014030642,"threshold_uncertainty_score":0.9999285},"labels":[],"label_agreement":null},{"id":"W2273530717","doi":"10.1063/1.4941763","title":"Effects of Mg and Al doping on dislocation slips in GaN","year":2016,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":12,"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":"Dopant; Wurtzite crystal structure; Doping; Materials science; Condensed matter physics; Dislocation; Slip (aerodynamics); Stacking fault; Stacking-fault energy; Impurity; Wide-bandgap semiconductor; Dissociation (chemistry); Crystallography; Composite material; Metallurgy; Chemistry; Optoelectronics; Thermodynamics; Physical chemistry; Physics; Zinc","score_opus":0.007901787601976943,"score_gpt":0.23040260781151975,"score_spread":0.22250082020954282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2273530717","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":[0.9983712,0.0000112120115,0.00068969367,0.000041621886,0.00011559197,0.00008736704,0.0000036480462,0.0000016848783,0.0006779967],"genre_scores_gemma":[0.9995552,0.000008325582,0.00008644412,0.00004568894,0.00028699526,0.0000027648716,0.0000010136251,0.000008744045,0.000004872895],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99948174,0.000014324975,0.00023567579,0.00007303723,0.00010146216,0.00009374295],"domain_scores_gemma":[0.9994459,0.000112788795,0.0003068533,0.00006620752,0.000032576947,0.00003567791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000100991296,0.00008178356,0.00020971535,0.00003377495,0.000014989559,0.000011788144,0.0000616816,0.000016503045,0.000008823953],"category_scores_gemma":[0.0000019225954,0.00005387659,0.000039712388,0.000050101302,0.000021802156,0.00007860753,0.000010260628,0.000060398695,0.0000023373057],"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":[0.000073429444,0.00010130479,0.001682326,0.000047559424,0.000027940125,5.382582e-7,0.00018824554,0.00011040774,0.96692055,0.014045659,0.00007321927,0.01672879],"study_design_scores_gemma":[0.0014816961,0.00009413425,0.0072461963,0.00028849381,0.000026115225,3.1809176e-7,0.00007584922,0.000025081268,0.97333145,0.017055381,0.0002796724,0.00009561828],"about_ca_topic_score_codex":0.000007709357,"about_ca_topic_score_gemma":3.4568717e-7,"teacher_disagreement_score":0.016633173,"about_ca_system_score_codex":0.000013279794,"about_ca_system_score_gemma":0.000024283841,"threshold_uncertainty_score":0.21970235},"labels":[],"label_agreement":null},{"id":"W2276937674","doi":"10.1149/ma2015-01/23/1447","title":"(Invited) High Efficiency Solar-to-Hydrogen Conversion on InGaN Nanowire Arrays","year":2015,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"","keywords":"Photocathode; Materials science; Nanowire; Optoelectronics; Water splitting; Energy conversion efficiency; Visible spectrum; Band gap; Gallium nitride; Nanotechnology; Photocatalysis; Electron; Chemistry","score_opus":0.019432421256068835,"score_gpt":0.23965012099792846,"score_spread":0.22021769974185962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2276937674","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":[0.9827417,0.000014524272,0.000009285002,0.00056201185,0.0009488155,0.0002285829,0.00003777904,0.000091973794,0.015365311],"genre_scores_gemma":[0.9981929,3.9814276e-7,0.00028215145,0.00066872465,0.000607971,0.000010282387,0.000069709225,0.000038744703,0.000129125],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99841404,0.00006291222,0.0003586868,0.00039892516,0.0003148371,0.00045058137],"domain_scores_gemma":[0.99887174,0.00011032902,0.0002268892,0.00031946634,0.000104850136,0.00036671222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056619634,0.0002527453,0.00027014443,0.00009412154,0.00017468569,0.000114920724,0.00025489955,0.000075288044,0.00007393976],"category_scores_gemma":[0.00008378362,0.00023355236,0.00007719913,0.00015179132,0.000027542113,0.000110892026,0.000066341025,0.0001728218,0.00055508874],"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":[0.00006661667,0.00030312646,0.0066822763,0.00004427162,0.000050551986,0.000017058874,0.0016545212,0.04442074,0.93664,0.00006660777,0.009605905,0.00044829337],"study_design_scores_gemma":[0.0006655906,0.00016056928,0.0009062394,0.00017515993,0.000025968762,0.0000010362006,0.0005653422,0.00012194056,0.9818524,0.0003297137,0.014858054,0.00033798083],"about_ca_topic_score_codex":0.0010736677,"about_ca_topic_score_gemma":0.0000031837267,"teacher_disagreement_score":0.045212377,"about_ca_system_score_codex":0.000051325766,"about_ca_system_score_gemma":0.000059577116,"threshold_uncertainty_score":0.95239884},"labels":[],"label_agreement":null},{"id":"W2285411576","doi":"10.1149/ma2012-02/33/2681","title":"Implantable and Bio-Integrated Flexible GaN LED","year":2012,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"GaN-based semiconductor devices and materials","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Materials science; Light-emitting diode; Nanotechnology; Optoelectronics","score_opus":0.017076260707916634,"score_gpt":0.25319370335512537,"score_spread":0.23611744264720874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2285411576","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":[0.88251644,0.00012197753,0.000003849076,0.00004963756,0.00045843923,0.00009486442,0.000043526492,0.000067440815,0.11664384],"genre_scores_gemma":[0.9981959,0.0000024720994,0.00035317233,0.00004491713,0.00067752396,0.000007623745,0.00007870298,0.000023623521,0.0006160561],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99899334,0.00003200587,0.00025145657,0.00017588881,0.00009088987,0.00045644707],"domain_scores_gemma":[0.9994118,0.000072913186,0.00014960728,0.00014927227,0.00003625306,0.00018012627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003736852,0.00017259656,0.00022366778,0.000043346212,0.00013657335,0.00011170044,0.00008289953,0.00004828869,0.00026679007],"category_scores_gemma":[0.000010390517,0.00014849073,0.00003847702,0.00007171443,0.000025573056,0.0002107347,0.000025257752,0.00011221117,0.00013745944],"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":[0.000018761237,0.00011682863,0.09506594,0.000045713346,0.000059427024,0.0000012021984,0.00039785606,0.0001403945,0.89818823,0.0002211908,0.004611221,0.0011332101],"study_design_scores_gemma":[0.000380969,0.000019063662,0.014211276,0.00008483783,0.000038419563,0.0000064392816,0.0005011693,0.000020972644,0.93265843,0.00024703227,0.05157426,0.00025712565],"about_ca_topic_score_codex":0.001909977,"about_ca_topic_score_gemma":0.0000041582975,"teacher_disagreement_score":0.11602779,"about_ca_system_score_codex":0.000011682726,"about_ca_system_score_gemma":0.000029851057,"threshold_uncertainty_score":0.6055276},"labels":[],"label_agreement":null},{"id":"W2286966530","doi":"10.1117/12.2213741","title":"Tunable, full-color nanowire light emitting diode arrays monolithically integrated on Si and sapphire","year":2016,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":21,"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":"Materials science; Optoelectronics; Wafer; RGB color model; Sapphire; Light-emitting diode; Nanowire; Gallium nitride; Diode; Optics; Biasing; Voltage; Layer (electronics); Nanotechnology; Physics; Laser; Computer science","score_opus":0.008545711342880638,"score_gpt":0.21416865769044516,"score_spread":0.2056229463475645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2286966530","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":[0.9934934,0.000034786754,0.000038947393,0.003321454,0.00027428812,0.00045137265,0.00013337254,0.00007213842,0.002180256],"genre_scores_gemma":[0.984292,0.000027352176,0.014408835,0.00011934132,0.0005790618,0.00014248832,0.000010495799,0.000064392356,0.00035607835],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980094,3.334724e-8,0.0006622734,0.0004634047,0.00042288896,0.00044198666],"domain_scores_gemma":[0.9981908,0.0001754387,0.0004069835,0.000067119094,0.0010017629,0.00015785279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004685137,0.00037609905,0.00048223574,0.00007798344,0.00011308165,0.00014932848,0.0005991069,0.00017113962,0.000048277256],"category_scores_gemma":[0.0002087905,0.00024495288,0.00041351133,0.00018364195,0.00016688874,0.00042933953,0.00013602494,0.00024401864,0.0000034082668],"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":[0.00009087743,0.000074987656,0.00064960157,0.00015989615,0.00027679192,5.4911613e-8,0.00013016169,0.0000069785,0.7080557,0.28864312,0.0011837073,0.00072816864],"study_design_scores_gemma":[0.001974386,0.0005511193,0.0006667451,0.0012691837,0.00019909015,0.0000068330955,0.0019974466,0.003101639,0.9761398,0.0046741944,0.008782769,0.0006367897],"about_ca_topic_score_codex":0.000022329034,"about_ca_topic_score_gemma":1.4689992e-7,"teacher_disagreement_score":0.28396893,"about_ca_system_score_codex":0.000092551294,"about_ca_system_score_gemma":0.000040371513,"threshold_uncertainty_score":0.9988888},"labels":[],"label_agreement":null},{"id":"W2288136104","doi":"10.1149/ma2015-02/31/1138","title":"(Invited) High Performance Deep Ultraviolet Nanowire Light Emitting Diodes and Lasers","year":2015,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"","keywords":"Materials science; Nanowire; Optoelectronics; Heterojunction; Molecular beam epitaxy; Light-emitting diode; Diode; Ultraviolet; Substrate (aquarium); Laser; Dopant; Epitaxy; Doping; Nanotechnology; Optics; Layer (electronics)","score_opus":0.013374479132341308,"score_gpt":0.22401865268182877,"score_spread":0.21064417354948747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2288136104","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":[0.988927,0.0001231407,0.0000013637688,0.00032145588,0.00044865726,0.00011516944,0.000021559568,0.00006008621,0.009981584],"genre_scores_gemma":[0.99849874,0.000005423664,0.000559462,0.00017455974,0.0005705847,0.000011013984,0.000055694767,0.000031936564,0.00009257534],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987538,0.000038214832,0.00034814683,0.00030425578,0.00017709,0.0003785006],"domain_scores_gemma":[0.9991685,0.00009187545,0.00024181085,0.00019571767,0.00008182004,0.00022026333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004753884,0.00022280945,0.00024960353,0.000046630757,0.00016981918,0.0001537698,0.00013897174,0.0000645108,0.000025046751],"category_scores_gemma":[0.000051551106,0.00020233495,0.000038891907,0.000077923374,0.000037456382,0.00022991192,0.000046347042,0.0001542295,0.0000389719],"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":[0.000048663394,0.0001448406,0.19388892,0.00019351862,0.000105121566,0.000015195261,0.0028101907,0.0078542745,0.78704655,0.00004295463,0.0029652002,0.0048845476],"study_design_scores_gemma":[0.00089497276,0.000072757684,0.02408385,0.00035241753,0.000056500776,0.000005504843,0.0018352801,0.0003713352,0.9632614,0.00026510772,0.00831203,0.0004888365],"about_ca_topic_score_codex":0.00060665765,"about_ca_topic_score_gemma":0.000005214373,"teacher_disagreement_score":0.17621483,"about_ca_system_score_codex":0.000019872754,"about_ca_system_score_gemma":0.000027803384,"threshold_uncertainty_score":0.82509804},"labels":[],"label_agreement":null},{"id":"W2289228048","doi":"10.1063/1.4942831","title":"The steady-state and transient electron transport within bulk zinc-blende indium nitride: The impact of crystal temperature and doping concentration variations","year":2016,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":6,"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, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Doping; Indium; Materials science; Condensed matter physics; Crystal (programming language); Zinc; Electron transport chain; Electron; Nitride; Steady state (chemistry); Indium nitride; Nanotechnology; Chemistry; Optoelectronics; Physics; Physical chemistry; Metallurgy","score_opus":0.007135188384365673,"score_gpt":0.23237729530590384,"score_spread":0.22524210692153818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2289228048","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":[0.9984332,0.00006140154,0.00087775337,0.0000981195,0.00008071426,0.00020019339,0.00008383289,0.0000023961697,0.00016240019],"genre_scores_gemma":[0.9996015,0.00005115486,0.000040771778,0.000013168799,0.00025758898,0.000004430858,0.000005623936,0.000011458205,0.000014290774],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99917805,0.000031539486,0.00037973432,0.00009354734,0.00015343467,0.00016368962],"domain_scores_gemma":[0.99913764,0.000112434886,0.0004907129,0.00010141793,0.000100696154,0.00005709387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028165153,0.00013442893,0.00021627448,0.000013553191,0.00016325396,0.00006122055,0.00009531606,0.00002705873,0.000011068879],"category_scores_gemma":[0.0000012309503,0.000060980994,0.00008538792,0.000070905146,0.00008191803,0.00014529988,0.0000062704803,0.00015358634,2.5339656e-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":[0.0001782205,0.000044380995,0.0010582645,0.000013068899,0.00021472755,3.1513855e-7,0.0020750905,0.0013139573,0.9873423,0.006919083,0.000055100827,0.00078550435],"study_design_scores_gemma":[0.0042893146,0.00052166305,0.02013924,0.00020371658,0.00038954813,0.000013095431,0.0013472458,0.00030882633,0.93389887,0.038017515,0.0004575411,0.00041345393],"about_ca_topic_score_codex":0.00003168151,"about_ca_topic_score_gemma":0.0000030425094,"teacher_disagreement_score":0.053443447,"about_ca_system_score_codex":0.000022165412,"about_ca_system_score_gemma":0.00017075431,"threshold_uncertainty_score":0.24867328},"labels":[],"label_agreement":null},{"id":"W2290449172","doi":"10.1002/pssb.201552617","title":"Electrical and structural properties of AlGaNAs alloys grown by chemical beam epitaxy","year":2016,"lang":"en","type":"article","venue":"physica status solidi (b)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Institut National de la Recherche Scientifique; Université de Sherbrooke","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Annealing (glass); Molecular beam epitaxy; Materials science; Aluminium; Epitaxy; Electron mobility; Nitride; Chemical beam epitaxy; Charge-carrier density; Analytical Chemistry (journal); Optoelectronics; Chemistry; Metallurgy; Nanotechnology; Doping","score_opus":0.010677235951506724,"score_gpt":0.22236726116250413,"score_spread":0.21169002521099742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2290449172","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":[0.9988644,0.00020343388,0.000048762682,0.0001518296,0.00007678851,0.00016970898,0.00021006315,0.000027808035,0.00024722103],"genre_scores_gemma":[0.9994668,0.000014700467,0.00007199075,0.000034232708,0.00023473015,0.000022573811,0.0000295087,0.000027390171,0.00009812235],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99876136,0.00003321484,0.00026706173,0.0003053857,0.00016515172,0.00046780895],"domain_scores_gemma":[0.9993772,0.000047287536,0.00014482377,0.00020841064,0.000070124304,0.00015215481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000041842817,0.00021959352,0.00036872705,0.00002533152,0.00005679407,0.000033916192,0.00013486811,0.000039338556,0.00012046297],"category_scores_gemma":[0.000008639923,0.00013886858,0.000087325054,0.000072598035,0.00015834955,0.00018330081,0.00007031066,0.00007552429,0.000012027713],"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":[0.000037854505,0.00005568878,0.0020174298,0.000022879904,0.00007065659,2.0442654e-7,0.0001478501,2.1136935e-7,0.9906817,0.0025281673,0.0012620428,0.003175322],"study_design_scores_gemma":[0.0006254581,0.00007123063,0.0004585882,0.000035492307,0.000039908045,5.340311e-7,0.000048402217,0.000026440082,0.99401426,0.0028472757,0.0016028993,0.0002295051],"about_ca_topic_score_codex":0.00040928135,"about_ca_topic_score_gemma":9.1473265e-7,"teacher_disagreement_score":0.0033325737,"about_ca_system_score_codex":0.000021020149,"about_ca_system_score_gemma":0.00005344223,"threshold_uncertainty_score":0.56628966},"labels":[],"label_agreement":null},{"id":"W2303295990","doi":"10.1109/ted.2016.2529301","title":"Reverse Gate-Current of AlGaN/GaN HFETs: Evidence of Leakage at Mesa Sidewalls","year":2016,"lang":"en","type":"article","venue":"IEEE Transactions on Electron Devices","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Optoelectronics; Materials science; Quantum tunnelling; Leakage (economics); Fabrication; Transistor; Heterojunction; Voltage; Electrical engineering","score_opus":0.022610526616757748,"score_gpt":0.280222803025538,"score_spread":0.25761227640878026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2303295990","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":[0.98950994,0.0004454505,0.008698561,0.00020526034,0.0004280169,0.00029199128,0.00018289521,0.000035733032,0.00020213916],"genre_scores_gemma":[0.9990786,0.00018595128,0.00005544638,0.00003223927,0.00006995119,0.000036195284,0.000004150154,0.00002776773,0.00050973793],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99835956,0.00010916833,0.000539118,0.0003520795,0.0002702031,0.00036988512],"domain_scores_gemma":[0.9987024,0.00027348704,0.00038476,0.00041117822,0.00013147722,0.00009668059],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021677515,0.0002524054,0.00042106345,0.00013050911,0.000091438254,0.000015160481,0.0002736264,0.00005715746,0.0016843915],"category_scores_gemma":[0.0000030048066,0.00018515355,0.0002285738,0.00018702197,0.00009342025,0.00031970107,0.0000025067286,0.00011855416,0.000083323444],"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":[0.00015682055,0.00022341151,0.0007032713,0.00016597172,0.00012823491,4.4043338e-7,0.00015607856,0.00013500541,0.98828304,0.00017404626,0.00016155699,0.00971213],"study_design_scores_gemma":[0.00051860913,0.00028127866,0.00032828905,0.0006244688,0.0001350717,8.8795747e-7,0.000058691425,0.000012738535,0.9951309,0.00018516585,0.002508749,0.00021516325],"about_ca_topic_score_codex":0.00036907825,"about_ca_topic_score_gemma":0.00021331693,"teacher_disagreement_score":0.009568608,"about_ca_system_score_codex":0.00005910457,"about_ca_system_score_gemma":0.00010411807,"threshold_uncertainty_score":0.9992282},"labels":[],"label_agreement":null},{"id":"W2311846082","doi":"10.1149/06604.0213ecst","title":"(Invited) Phosphor-Free III-Nitride Nanowire White Light Emitting Diodes: Challenges and Prospects","year":2015,"lang":"en","type":"article","venue":"ECS Transactions","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McGill University","keywords":"Light-emitting diode; Optoelectronics; Materials science; Phosphor; Nanowire; Quantum dot; Diode; Heterojunction; Nitride; Molecular beam epitaxy; Color rendering index; Epitaxy; Nanotechnology; Layer (electronics)","score_opus":0.022438746254074236,"score_gpt":0.23135209467789375,"score_spread":0.2089133484238195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2311846082","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":[0.9790701,0.004238495,0.0020501765,0.0044141277,0.0009314139,0.0004811612,0.0001706904,0.00016198229,0.008481801],"genre_scores_gemma":[0.99814284,0.00011666788,0.0006137366,0.00009083859,0.00030949578,0.000067439,0.000017954255,0.0000343864,0.0006066674],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99893326,0.00003318653,0.00025430904,0.00032535073,0.0001525885,0.000301338],"domain_scores_gemma":[0.9992357,0.000030580653,0.000091703754,0.0003423039,0.00008400804,0.00021572101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001751494,0.00021617877,0.0002683414,0.000062758234,0.00018675197,0.00009059377,0.00015944746,0.00006522511,0.00017080834],"category_scores_gemma":[0.0000048894985,0.00020107962,0.00008580502,0.000105563195,0.000039080478,0.00026431284,0.000013710049,0.00015751744,0.000018906181],"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":[0.00069487415,0.0035972167,0.020907655,0.0013817274,0.0030861462,0.000085877735,0.13333751,0.0019053597,0.5930398,0.016908117,0.037900515,0.1871552],"study_design_scores_gemma":[0.009183264,0.00044413668,0.0023560298,0.00056786905,0.0006728695,0.000031872703,0.02866643,0.0005698889,0.66423064,0.016575208,0.27457002,0.0021317888],"about_ca_topic_score_codex":0.00015722142,"about_ca_topic_score_gemma":0.000057355373,"teacher_disagreement_score":0.2366695,"about_ca_system_score_codex":0.000024002084,"about_ca_system_score_gemma":0.000038359754,"threshold_uncertainty_score":0.8199789},"labels":[],"label_agreement":null},{"id":"W2313020394","doi":"10.1557/proc-743-l11.11","title":"Excitons of the Structure in Zinc-Blende In<sub>x</sub>Ga<sub>1-x</sub>N and their Properties","year":2002,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Lakehead University","funders":"","keywords":"Exciton; Materials science; Condensed matter physics; Photoluminescence; Electronic band structure; Biexciton; Electron; Band gap; Semiconductor; Absorption edge; Zinc; Molecular physics; Physics; Optoelectronics","score_opus":0.013889675383024448,"score_gpt":0.1896628315757384,"score_spread":0.17577315619271397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313020394","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":[0.9982679,0.0002394267,7.3481556e-7,0.00022435964,0.00013748389,0.00039567353,0.000056979825,0.000019771378,0.0006576612],"genre_scores_gemma":[0.99964154,0.000034292185,0.000012350169,0.00007453677,0.00015019685,0.000029498777,0.000004076562,0.000030816384,0.000022677701],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988165,0.000017583638,0.0003601263,0.0003203114,0.0001366759,0.0003488338],"domain_scores_gemma":[0.9995285,0.000017255446,0.0001858204,0.00013771285,0.00007108982,0.00005959543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012603325,0.00026002122,0.00034448408,0.000097364384,0.00008382187,0.000083613646,0.0002370272,0.000087836546,0.000044855937],"category_scores_gemma":[0.000011163349,0.00016929136,0.00006988122,0.0002542992,0.00012646362,0.00025858768,0.00011331835,0.00023060958,0.0000043287],"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":[0.000012851284,0.000052956708,0.03111632,0.00011632986,0.000018309649,2.8512022e-7,0.0025614738,0.0000051826614,0.9626707,0.00047258427,0.00029031967,0.002682702],"study_design_scores_gemma":[0.0005037899,0.00003268459,0.0106325345,0.00020839671,0.000013130591,0.000002131494,0.0012920332,0.00013108914,0.98459345,0.001927612,0.00045308913,0.00021007932],"about_ca_topic_score_codex":0.0001126767,"about_ca_topic_score_gemma":0.00004575344,"teacher_disagreement_score":0.021922743,"about_ca_system_score_codex":0.000028311122,"about_ca_system_score_gemma":0.000026424432,"threshold_uncertainty_score":0.6903502},"labels":[],"label_agreement":null},{"id":"W2317398034","doi":"10.1557/proc-0891-ee11-10","title":"Growth and Characterization of InGaNAs Quaternary Alloys for the Fabrication of Long Wavelength MSM Photodetectors on GaAs Substrates","year":2005,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Communications Research Centre Canada","funders":"","keywords":"Materials science; Trimethylgallium; Photoluminescence; Epitaxy; Metalorganic vapour phase epitaxy; Optoelectronics; Annealing (glass); Chemical vapor deposition; Photodetector; Nanotechnology; Composite material","score_opus":0.013944768924276027,"score_gpt":0.231420178612508,"score_spread":0.21747540968823198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317398034","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":[0.9991977,0.00001070091,0.0001016135,0.00012334285,0.000060402403,0.00033716948,0.000036305217,0.000011419695,0.00012130495],"genre_scores_gemma":[0.99955714,0.000013859895,0.00007785324,0.00003046814,0.00019632473,0.000042820884,0.000034653633,0.000015314914,0.000031575124],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994162,0.000004013387,0.00023468993,0.00014534674,0.000085221785,0.000114582515],"domain_scores_gemma":[0.99947053,0.00004131883,0.00027634506,0.000053815842,0.00013303246,0.000024981948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012088851,0.00010613805,0.00015175428,0.000043643955,0.000055814577,0.000031901956,0.00009606156,0.000029115383,0.000021937582],"category_scores_gemma":[0.000007806616,0.00007795212,0.000040279498,0.00006760363,0.000036272606,0.00016100808,0.000014044527,0.000039725834,9.235714e-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":[0.000040041028,0.0000416683,0.035681147,0.000108669294,0.00003193418,1.3420241e-8,0.0007410028,8.984469e-7,0.9587201,0.0015420277,0.0000140575075,0.0030784358],"study_design_scores_gemma":[0.000273886,0.000086550775,0.03451613,0.00004721789,0.00003309988,2.0403864e-7,0.00020658456,0.00076244,0.96369165,0.00019065238,0.00011035069,0.00008125424],"about_ca_topic_score_codex":0.00010485865,"about_ca_topic_score_gemma":9.597235e-7,"teacher_disagreement_score":0.0049715233,"about_ca_system_score_codex":0.0000067237884,"about_ca_system_score_gemma":0.000011566929,"threshold_uncertainty_score":0.31787953},"labels":[],"label_agreement":null},{"id":"W2317760019","doi":"10.1557/proc-1040-q05-02","title":"Electron Band Structure of MnGaN","year":2007,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Lakehead University","funders":"","keywords":"Wurtzite crystal structure; Materials science; Atom (system on chip); Ternary operation; Crystallography; Semiconductor; Fermi level; Electronic band structure; Linear combination of atomic orbitals; Electron; Band gap; Atomic orbital; Condensed matter physics; Atomic physics; Physics; Chemistry; Zinc","score_opus":0.006525770773584196,"score_gpt":0.23556921019227445,"score_spread":0.22904343941869026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317760019","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":[0.9920145,0.000023347731,0.000026505837,0.000025039186,0.00011831884,0.00010622946,0.000019741043,0.00002046139,0.0076458207],"genre_scores_gemma":[0.9992269,5.359376e-7,0.00016822982,0.0000382801,0.00031848153,0.0000011844895,0.000013832928,0.000015396587,0.00021712015],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992828,0.0000015697277,0.00020025628,0.00015407467,0.000108026856,0.0002532731],"domain_scores_gemma":[0.9996518,0.000009884897,0.00013252975,0.000056209567,0.000091970505,0.000057616413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011274723,0.000114036855,0.00016766816,0.000050163027,0.00004238376,0.000029542374,0.00011513452,0.000039983395,0.00043715854],"category_scores_gemma":[0.0000028983595,0.00009841037,0.000046699948,0.00011121515,0.000026395539,0.00010671951,0.000014247282,0.0000832256,0.000004882983],"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":[0.000017138167,0.000016509155,0.026657335,0.000032017524,0.000019000756,1.207504e-7,0.00031211288,2.455379e-7,0.9633868,0.008492373,0.0005851707,0.00048121726],"study_design_scores_gemma":[0.00023009206,0.00005002992,0.004108933,0.000016059787,0.000017959217,6.8540095e-7,0.0002943007,0.0000012745547,0.9866636,0.0036020696,0.004907773,0.00010725252],"about_ca_topic_score_codex":0.000091274254,"about_ca_topic_score_gemma":0.0000026661926,"teacher_disagreement_score":0.023276811,"about_ca_system_score_codex":0.000010675422,"about_ca_system_score_gemma":0.000017757277,"threshold_uncertainty_score":0.47865793},"labels":[],"label_agreement":null},{"id":"W2319527475","doi":"10.1149/1.2357227","title":"The Effect of Surface Cleaning on Current Collapse in AlGaN/GaN HEMTs","year":2006,"lang":"en","type":"article","venue":"ECS Transactions","topic":"GaN-based semiconductor devices and materials","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":"National Research Council Canada; Institute for Microstructural Sciences","funders":"","keywords":"Passivation; Materials science; Silicon nitride; Auger electron spectroscopy; Optoelectronics; Wafer; Nitride; Silicon; Gallium nitride; Wide-bandgap semiconductor; Layer (electronics); Composite material","score_opus":0.007076523234119867,"score_gpt":0.2429780186901326,"score_spread":0.23590149545601274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319527475","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":[0.99662167,0.000083168125,0.00068682275,0.000057858313,0.000453476,0.0002067654,0.000054545628,0.000014347222,0.0018213221],"genre_scores_gemma":[0.9997351,0.0000044606236,0.0000149721145,0.0000023390642,0.00007094662,0.000015296195,0.000011901696,0.000011830461,0.0001331234],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993533,0.000071882554,0.00020120664,0.000121435405,0.00008722071,0.00016497285],"domain_scores_gemma":[0.9995669,0.00018395609,0.00006391589,0.00014520391,0.000015315018,0.00002466676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015679318,0.00010518823,0.00014869358,0.00002584592,0.0001287607,0.000029721492,0.0000822709,0.00001969888,0.0001378086],"category_scores_gemma":[9.332883e-7,0.0000763447,0.00008087805,0.00012248324,0.00002831734,0.000043770255,0.0000015531061,0.00010830348,0.00001671995],"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":[0.00044070987,0.0009463478,0.05778746,0.00024005717,0.00016245179,0.0000033970605,0.00086943654,0.13779637,0.75179225,0.0069904546,0.0019249835,0.041046068],"study_design_scores_gemma":[0.0012649788,0.00019145363,0.0044360748,0.00009819416,0.000052904295,3.533097e-7,0.00015882758,0.00040179657,0.9790812,0.00041328976,0.013711945,0.00018897447],"about_ca_topic_score_codex":0.00070562976,"about_ca_topic_score_gemma":0.00012338987,"teacher_disagreement_score":0.22728895,"about_ca_system_score_codex":0.000017043107,"about_ca_system_score_gemma":0.00001917251,"threshold_uncertainty_score":0.31132466},"labels":[],"label_agreement":null},{"id":"W2320256905","doi":"10.1149/ma2016-01/24/1230","title":"(Invited) Electrically Pumped Lasers and Light Emitting Diodes in the Ultraviolet-C Band with AlGaN Nanowires","year":2016,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"","keywords":"Materials science; Optoelectronics; Light-emitting diode; Nanowire; Wurtzite crystal structure; Laser; Molecular beam epitaxy; Gallium nitride; Diode; Layer (electronics); Optics; Epitaxy; Nanotechnology","score_opus":0.007983957615732312,"score_gpt":0.2151023506158387,"score_spread":0.2071183930001064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320256905","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":[0.99209476,0.00006829188,0.0000031707511,0.0016533358,0.000058923142,0.0001746287,0.000013511331,0.00002432025,0.0059090704],"genre_scores_gemma":[0.99927694,0.0000074202017,0.0001416272,0.00025506312,0.00022040698,0.000019126155,0.000008263675,0.000022202927,0.00004897601],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987827,0.00008379276,0.00030222145,0.00028879815,0.00016661265,0.00037587105],"domain_scores_gemma":[0.9991122,0.00039437585,0.000194741,0.00018672999,0.00003634035,0.00007559936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054934964,0.00019445528,0.0002067653,0.00005353434,0.00013637517,0.00014404785,0.00017158106,0.000046368616,0.000018115983],"category_scores_gemma":[0.000051130424,0.00010143071,0.000034725534,0.000116696465,0.000044745968,0.00013385333,0.00001420591,0.00012277742,0.000007302779],"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":[0.000028415969,0.000050957824,0.05212832,0.000017729275,0.000024338373,0.0000103139855,0.0005747125,0.00003451184,0.94536936,0.00002025459,0.0003095958,0.0014314733],"study_design_scores_gemma":[0.0008864253,0.00008032888,0.046466295,0.00043167878,0.00003366505,0.0000058760525,0.0006784453,0.0000059333756,0.9478118,0.000323511,0.0029957483,0.00028029294],"about_ca_topic_score_codex":0.00050986646,"about_ca_topic_score_gemma":0.00003551848,"teacher_disagreement_score":0.0071821655,"about_ca_system_score_codex":0.000012669003,"about_ca_system_score_gemma":0.000025512114,"threshold_uncertainty_score":0.41362244},"labels":[],"label_agreement":null},{"id":"W2321753895","doi":"10.1021/nl300476d","title":"Tuning the Surface Charge Properties of Epitaxial InN Nanowires","year":2012,"lang":"en","type":"article","venue":"Nano Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":102,"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":"Doping; Materials science; Nanowire; Fermi level; Epitaxy; Condensed matter physics; Surface states; Valence (chemistry); Effective mass (spring–mass system); Electron; Nanotechnology; Optoelectronics; Chemistry; Surface (topology); Physics","score_opus":0.021840584604237087,"score_gpt":0.2235849050080835,"score_spread":0.20174432040384643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321753895","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":[0.9968554,0.00020348746,0.000022111377,0.0018230439,0.00060637837,0.00014113216,0.00001910088,0.000015829557,0.00031353507],"genre_scores_gemma":[0.9982917,0.0000015228554,0.0000510816,0.0011340005,0.00036465476,0.000009310797,0.0000072141597,0.000015673253,0.00012486949],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99925494,0.00006362067,0.0001816429,0.00009835977,0.00012161301,0.00027983764],"domain_scores_gemma":[0.9996055,0.000023315097,0.00011667627,0.0001913838,0.00002404199,0.000039102604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021650885,0.00011588482,0.00015762895,0.000017585564,0.00009220696,0.000028813605,0.00016702205,0.000018504246,0.00031614868],"category_scores_gemma":[0.000003585492,0.00007188109,0.00006935103,0.000060798346,0.00006931104,0.00016868654,0.000041203333,0.000053236345,0.000054685457],"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":[0.0000071328113,0.000025823028,0.017800039,0.000016358468,0.000032028347,7.223967e-8,0.00091371377,0.0000057055504,0.97645414,0.0006752882,0.0038736397,0.00019603771],"study_design_scores_gemma":[0.00018257843,0.000008694017,0.00081360084,0.000039071867,0.000018791345,3.1396794e-7,0.00026381575,0.0000041740536,0.9744045,0.000008384325,0.024137396,0.000118652395],"about_ca_topic_score_codex":0.00045207475,"about_ca_topic_score_gemma":7.1999693e-7,"teacher_disagreement_score":0.020263756,"about_ca_system_score_codex":0.000008539077,"about_ca_system_score_gemma":0.000015920927,"threshold_uncertainty_score":0.34616065},"labels":[],"label_agreement":null},{"id":"W2322438012","doi":"10.1557/proc-798-y5.48","title":"Anisotropic Dielectric Properties of GaN Epilayers on Sapphire","year":2003,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"National Research Council Canada","funders":"","keywords":"Materials science; Sapphire; Optics; Anisotropy; Dielectric; Perpendicular; Dipole; Optoelectronics; Laser; Physics","score_opus":0.017468483616862745,"score_gpt":0.21869520417167523,"score_spread":0.2012267205548125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322438012","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":[0.9734866,0.000063506384,0.0000057926804,0.00005001531,0.0001212821,0.00018503307,0.0000047472395,0.000028956096,0.026054092],"genre_scores_gemma":[0.99923366,0.0000038950716,0.000056972473,0.0000671107,0.00009528446,0.000025225694,0.0000022055517,0.000021145795,0.0004944845],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991949,0.0000075032144,0.0002098217,0.00020855655,0.000130504,0.000248665],"domain_scores_gemma":[0.9996388,0.000006422322,0.00012980303,0.00007893306,0.0000892777,0.00005678385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000087285036,0.0001541408,0.00022001138,0.00006938956,0.00007196336,0.000042211403,0.00011668227,0.000034656754,0.00024516054],"category_scores_gemma":[0.000011461856,0.00012265096,0.000066664514,0.00016830128,0.000036308506,0.00010426499,0.000009093932,0.00007890592,0.00002916047],"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":[0.000023610104,0.000101775506,0.014758936,0.00009535703,0.000039265768,2.2880369e-7,0.00050073356,0.0000028921952,0.9309361,0.052247375,0.0006633998,0.00063035183],"study_design_scores_gemma":[0.0003323504,0.00016186415,0.0005287639,0.000067482135,0.000023175586,5.700339e-7,0.00059571414,0.0000119830875,0.99093646,0.0012434236,0.0059353863,0.0001628348],"about_ca_topic_score_codex":0.00006148553,"about_ca_topic_score_gemma":3.0550888e-7,"teacher_disagreement_score":0.06000038,"about_ca_system_score_codex":0.000016756285,"about_ca_system_score_gemma":0.00003620379,"threshold_uncertainty_score":0.5001561},"labels":[],"label_agreement":null},{"id":"W2322963966","doi":"10.1021/cm202139u","title":"Blue Electroluminescence from Eu<sup>2+</sup>-Doped GaN@SiO<sub>2</sub> Nanostructures Tuned to Industrial Standards","year":2011,"lang":"en","type":"article","venue":"Chemistry of Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":30,"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 Victoria","funders":"","keywords":"Electroluminescence; Doping; Materials science; Nanostructure; Nanoparticle; Analytical Chemistry (journal); Optoelectronics; Nanotechnology; Chemistry; Layer (electronics); Organic chemistry","score_opus":0.01652239797025538,"score_gpt":0.22491164483129167,"score_spread":0.2083892468610363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322963966","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":[0.9940389,0.00003067247,0.000028585766,0.00003785757,0.0006084033,0.0003440423,0.004320278,0.00006200663,0.00052929483],"genre_scores_gemma":[0.9978422,0.000004081097,0.0001682267,0.00006188156,0.0013810792,0.00005325711,0.00038760988,0.000060802955,0.000040889186],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9975073,0.00010930773,0.0008131894,0.00061213475,0.0003988219,0.00055927277],"domain_scores_gemma":[0.9983528,0.000077303695,0.00043080474,0.0006287727,0.00025806128,0.0002522222],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004068831,0.000462966,0.00082741724,0.00004279232,0.00012441991,0.0001235675,0.0005549802,0.0002299333,0.006884346],"category_scores_gemma":[0.00012758478,0.000438892,0.00016351066,0.0001391399,0.00012427969,0.00015585938,0.00013052316,0.00015963557,0.000039158924],"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":[0.00045314222,0.000076131204,0.000299939,0.00008796198,0.00012611509,0.0000040697273,0.0005985114,0.000008842955,0.9956498,0.00003013789,0.0023486482,0.0003166759],"study_design_scores_gemma":[0.0009715356,0.00007168048,0.00015126595,0.00015328733,0.0001060297,0.0000016195738,0.00031612607,0.0000011312845,0.99632704,0.00046274587,0.0009849448,0.00045256977],"about_ca_topic_score_codex":0.0005554364,"about_ca_topic_score_gemma":0.000001501227,"teacher_disagreement_score":0.006845187,"about_ca_system_score_codex":0.000051507915,"about_ca_system_score_gemma":0.000272565,"threshold_uncertainty_score":0.9998063},"labels":[],"label_agreement":null},{"id":"W2323507076","doi":"10.1021/ja209072v","title":"Large-Scale Cubic InN Nanocrystals by a Combined Solution- and Vapor-Phase Method under Silica Confinement","year":2011,"lang":"en","type":"article","venue":"Journal of the American Chemical Society","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":29,"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":"Wurtzite crystal structure; Nanocrystal; Crystallinity; Photoluminescence; Chemistry; Spectroscopy; Dispersity; Phase (matter); X-ray photoelectron spectroscopy; Analytical Chemistry (journal); Nanotechnology; Materials science; Crystallography; Chemical engineering; Optoelectronics; Physics; Organic chemistry","score_opus":0.01610030613531951,"score_gpt":0.28009750653008186,"score_spread":0.2639972003947624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2323507076","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":[0.99351615,0.00007374314,0.004820454,0.0011197022,0.00011463474,0.00010706379,0.00008239461,0.000007335667,0.00015855448],"genre_scores_gemma":[0.9930337,0.000015101712,0.004997656,0.0017429813,0.00011124797,0.0000049640585,0.0000071398654,0.000015565642,0.00007165783],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988866,0.00008289418,0.00041559312,0.00015486019,0.00019548122,0.00026455693],"domain_scores_gemma":[0.99876326,0.000070472866,0.00074848667,0.00017940505,0.00009533956,0.00014302619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036486489,0.00016022935,0.0004151169,0.000009739285,0.00010245837,0.000030611896,0.00024765445,0.000029455305,0.00040887302],"category_scores_gemma":[0.000006325377,0.000106052474,0.00033517927,0.00012607222,0.00020092423,0.00006695287,0.00011112262,0.0002148423,0.0000014228058],"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":[0.000055368346,0.00033184217,0.0007253406,0.000007384879,0.00019419874,2.1547537e-7,0.00063920306,7.228355e-7,0.9708713,0.00010636694,0.026599465,0.0004685571],"study_design_scores_gemma":[0.0024318455,0.00021796922,0.00027089694,0.00003218862,0.0001803613,0.0000079596575,0.00351526,0.00017043384,0.9794787,0.001808281,0.01166633,0.0002197765],"about_ca_topic_score_codex":0.00017974334,"about_ca_topic_score_gemma":4.906164e-7,"teacher_disagreement_score":0.014933134,"about_ca_system_score_codex":0.000038422466,"about_ca_system_score_gemma":0.0000595349,"threshold_uncertainty_score":0.4476873},"labels":[],"label_agreement":null},{"id":"W2324167286","doi":"10.1149/05302.0093ecst","title":"Nonradiative Recombination Mechanism in Phosphor-Free GaN-Based Nanowire White Light Emitting Diodes and the effect of Ammonium Sulfide Surface Passivation","year":2013,"lang":"en","type":"article","venue":"ECS Transactions","topic":"GaN-based semiconductor devices and materials","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","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Passivation; Light-emitting diode; Optoelectronics; Materials science; Diode; Nanowire; Quantum efficiency; Quantum dot; Phosphor; Molecular beam epitaxy; Epitaxy; Nanotechnology; Layer (electronics)","score_opus":0.0041852299089269115,"score_gpt":0.20028509442054798,"score_spread":0.19609986451162106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324167286","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":[0.99079263,0.00005176954,0.0065216315,0.0011366323,0.00023407339,0.0006808142,0.00005149203,0.000019139356,0.00051179965],"genre_scores_gemma":[0.9994651,0.000005387514,0.0002000841,0.000016637447,0.00002760663,0.00013112415,0.000025740219,0.000017647839,0.000110674584],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99901044,0.00020156881,0.0003074081,0.00019405103,0.00011360649,0.00017291073],"domain_scores_gemma":[0.9991588,0.00034481988,0.00017975864,0.00021020487,0.000066759014,0.00003963924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037470768,0.000159807,0.00027232937,0.000057428784,0.00014327299,0.00006525718,0.00011627915,0.000054049393,0.00029257577],"category_scores_gemma":[0.0000127587,0.00011732687,0.00010492311,0.00018513603,0.000049021,0.00023778995,0.000003356037,0.00013001756,0.0000060301068],"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":[0.00074954424,0.00046052143,0.045937672,0.00045843993,0.00052927795,0.0000013299684,0.008279805,0.014910082,0.9085547,0.008151547,0.00040686267,0.011560221],"study_design_scores_gemma":[0.0029594665,0.000093800554,0.0026459247,0.00008220046,0.00007634839,2.0598488e-7,0.00054596487,0.0043628644,0.9859162,0.0031152456,0.000052290554,0.00014950022],"about_ca_topic_score_codex":0.0013131545,"about_ca_topic_score_gemma":0.000061494466,"teacher_disagreement_score":0.077361494,"about_ca_system_score_codex":0.000027222124,"about_ca_system_score_gemma":0.000028367274,"threshold_uncertainty_score":0.47844508},"labels":[],"label_agreement":null},{"id":"W2324595822","doi":"10.1103/physrevb.85.245313","title":"Understanding the role of Si doping on surface charge and optical properties: Photoluminescence study of intrinsic and Si-doped InN nanowires","year":2012,"lang":"en","type":"article","venue":"Physical Review B","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":29,"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":"U.S. Department of Energy","keywords":"Nanowire; Photoluminescence; Materials science; Doping; Exciton; Dopant; Surface states; Condensed matter physics; X-ray photoelectron spectroscopy; Fermi level; Electron; Optoelectronics; Physics; Surface (topology); Nuclear magnetic resonance","score_opus":0.061221883352068816,"score_gpt":0.28822279324900374,"score_spread":0.22700090989693492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324595822","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":[0.9950397,0.003924476,0.0000039604283,0.00007440346,0.00003890059,0.00058480003,0.0000066042003,0.000005282493,0.00032184576],"genre_scores_gemma":[0.9994573,0.00035060756,0.000005923923,0.00007383605,0.00007871883,0.000017089436,0.0000013393042,0.000010357989,0.0000048351267],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992026,0.00008794045,0.00023918024,0.00015220478,0.00014261025,0.00017542542],"domain_scores_gemma":[0.9994664,0.00012197468,0.00014003902,0.00017891094,0.00003208824,0.00006056211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021682886,0.00013504508,0.0004219937,0.000010242895,0.000059352926,0.000017633913,0.00008572121,0.000009080158,0.000019802814],"category_scores_gemma":[0.000020080664,0.00007942959,0.000043318778,0.00009234042,0.00009011312,0.00010777715,0.00007639859,0.00007737934,0.000002918216],"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":[0.00005131268,0.001414181,0.03811232,0.0017515372,0.00014234686,2.3136298e-7,0.0038010203,0.0000017425734,0.92142284,0.028913895,0.000046027722,0.0043425364],"study_design_scores_gemma":[0.0019878112,0.0012582921,0.009544907,0.009152941,0.000732996,0.0000020877487,0.012356354,0.0004993359,0.9595972,0.0019974012,0.0019728055,0.0008979191],"about_ca_topic_score_codex":0.000096188305,"about_ca_topic_score_gemma":7.9100846e-7,"teacher_disagreement_score":0.0381743,"about_ca_system_score_codex":0.000010129948,"about_ca_system_score_gemma":0.00001410073,"threshold_uncertainty_score":0.32390448},"labels":[],"label_agreement":null},{"id":"W2325292514","doi":"10.1021/am3020668","title":"Reduced Workfunction Intermetallic Seed Layers Allow Growth of Porous <i>n</i>-GaN and Low Resistivity, Ohmic Electron Transport","year":2012,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"GaN-based semiconductor devices and materials","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":"Université de Sherbrooke","funders":"","keywords":"Materials science; Ohmic contact; Intermetallic; Chemical vapor deposition; Optoelectronics; Porosity; Electrical resistivity and conductivity; Chemical engineering; Composite material; Layer (electronics); Alloy","score_opus":0.008998202596294129,"score_gpt":0.22240622773276772,"score_spread":0.21340802513647358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325292514","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":[0.9972668,0.00009771896,0.000026268352,0.00004250489,0.0006905154,0.00048306593,0.00012646607,0.000065806285,0.0012008125],"genre_scores_gemma":[0.9990465,0.00002249626,0.000071393,0.000049327788,0.00036696155,0.000092344424,0.00015969276,0.000059015405,0.00013228871],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982048,0.000076061995,0.0006131951,0.00038870788,0.00018011806,0.0005371192],"domain_scores_gemma":[0.9990867,0.00004736483,0.0004196131,0.00028325003,0.000057158846,0.00010596317],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046993862,0.0003771726,0.0006544102,0.00009957466,0.000085264895,0.000085376836,0.00022882079,0.00011198193,0.00046572927],"category_scores_gemma":[0.0000040278237,0.0003402153,0.00003721148,0.00010143722,0.000114135866,0.00028781375,0.00006195629,0.00011270503,0.000029247713],"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":[0.00033586062,0.00015206705,0.0021545477,0.00016926567,0.0001685599,3.4495335e-7,0.00048280536,0.000002412778,0.9941238,0.0020494834,0.00006395167,0.00029688067],"study_design_scores_gemma":[0.00057147926,0.000090965936,0.0067285453,0.00008581719,0.00014526038,0.0000020998837,0.00025948425,1.2872519e-7,0.99091536,0.0008118828,0.00006381596,0.00032515885],"about_ca_topic_score_codex":0.0005521383,"about_ca_topic_score_gemma":0.0000113683745,"teacher_disagreement_score":0.0045739976,"about_ca_system_score_codex":0.000028641965,"about_ca_system_score_gemma":0.000033160897,"threshold_uncertainty_score":0.999905},"labels":[],"label_agreement":null},{"id":"W2328080843","doi":"10.2174/2210682011101010123","title":"In(Ga)N Nanowire Heterostructures and Optoelectronic Device Applications","year":2011,"lang":"en","type":"article","venue":"Nanoscience &amp Nanotechnology-Asia","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"","keywords":"Nanowire; Optoelectronics; Heterojunction; Materials science; Nanotechnology","score_opus":0.017126203489240294,"score_gpt":0.25613679312744925,"score_spread":0.23901058963820895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328080843","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":[0.99651545,0.00030297769,0.00065929984,0.00022006563,0.0002318513,0.0004982561,0.000031918753,0.00011985573,0.0014203294],"genre_scores_gemma":[0.99704224,0.000028447137,0.0021049264,0.00011455624,0.000056324257,0.00019514184,0.000010987021,0.00002035981,0.00042700637],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982426,0.00003550762,0.00033487476,0.0006320906,0.0001443981,0.00061050884],"domain_scores_gemma":[0.9991446,0.000021478596,0.0001682362,0.0005260733,0.000050485396,0.00008911381],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018523882,0.0002608049,0.00030009923,0.00025136152,0.0002314533,0.000056786885,0.0005913525,0.00020919478,0.0002975231],"category_scores_gemma":[0.000010752418,0.00023397406,0.000054244974,0.00063416694,0.0004174327,0.0003666485,0.00015353692,0.00026697264,0.000055305223],"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":[0.000012997804,0.00007944389,0.007226197,0.000016418777,0.0000103629145,0.0000017036047,0.00022177481,8.8936633e-7,0.9336888,0.052502204,0.00010593077,0.0061332393],"study_design_scores_gemma":[0.00052079576,0.00012604146,0.0033634428,0.000030753436,0.000022217087,0.000030042675,0.00037391184,0.000009980678,0.89559555,0.05747274,0.04200075,0.0004537937],"about_ca_topic_score_codex":0.00032572084,"about_ca_topic_score_gemma":0.00010073812,"teacher_disagreement_score":0.041894816,"about_ca_system_score_codex":0.000041640356,"about_ca_system_score_gemma":0.00010821664,"threshold_uncertainty_score":0.95411855},"labels":[],"label_agreement":null},{"id":"W2330170880","doi":"10.1021/am300704g","title":"Synthesis of InN@SiO<sub>2</sub> Nanostructures and Fabrication of Blue LED Devices","year":2012,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":15,"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 Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Fabrication; Nanotechnology; Optoelectronics; Nanostructure","score_opus":0.008403247127620096,"score_gpt":0.22519793997329257,"score_spread":0.2167946928456725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330170880","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":[0.99853176,0.00016484321,0.000012915126,0.000026245189,0.00041542447,0.0002877546,0.00026984012,0.000022220109,0.00026902065],"genre_scores_gemma":[0.9994766,0.000025879719,0.00015028873,0.000038432758,0.00017144301,0.00006789684,0.00003678464,0.000029204733,0.000003467021],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987222,0.00006286193,0.0005738528,0.00023182905,0.00013992863,0.000269348],"domain_scores_gemma":[0.9988733,0.00012364579,0.0006017902,0.00026295782,0.00008225726,0.00005605665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028971516,0.00024321084,0.00054728374,0.00008149704,0.000051845655,0.000057273985,0.00020022754,0.0000750789,0.00029799045],"category_scores_gemma":[0.000013894773,0.00020276004,0.000021757716,0.00007414729,0.00011304663,0.000186354,0.00012305775,0.000042318945,0.000014189632],"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":[0.000068778034,0.000056537036,0.0014533296,0.00019228515,0.00010353726,3.302602e-8,0.00049409433,0.0000028707288,0.99216276,0.0024759122,0.00014106848,0.0028488117],"study_design_scores_gemma":[0.000195798,0.000023898707,0.0038328322,0.00007715972,0.00009655334,5.0279965e-7,0.0006531165,1.2615598e-7,0.9943092,0.0004979029,0.00012374314,0.00018916342],"about_ca_topic_score_codex":0.00016205695,"about_ca_topic_score_gemma":0.0000031030488,"teacher_disagreement_score":0.0026596482,"about_ca_system_score_codex":0.0000083979485,"about_ca_system_score_gemma":0.000019399778,"threshold_uncertainty_score":0.82683146},"labels":[],"label_agreement":null},{"id":"W2330489657","doi":"10.1088/1742-6596/700/1/012028","title":"Surface photovoltage and photoluminescence study of thick Ga(In)AsN layers grown by liquid-phase epitaxy","year":2016,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"GaN-based semiconductor devices and materials","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 Ottawa","funders":"","keywords":"Photoluminescence; Surface photovoltage; Epitaxy; Materials science; Substrate (aquarium); Absorption (acoustics); Phase (matter); Spectroscopy; Analytical Chemistry (journal); Liquid nitrogen; Optoelectronics; Spectral line; Absorption spectroscopy; Absorption edge; Chemistry; Optics; Band gap; Layer (electronics); Nanotechnology; Physics","score_opus":0.02188225810198602,"score_gpt":0.2730959385973938,"score_spread":0.25121368049540777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330489657","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":[0.99852824,0.00005257755,0.0007035537,0.00010052259,0.00016406136,0.0002131762,0.000111478555,0.000005386521,0.00012100041],"genre_scores_gemma":[0.99960214,0.000049390397,0.000086263666,0.000014411868,0.00011060774,0.00000414555,0.000002973845,0.000016615233,0.00011347587],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99861735,0.000097812845,0.00060065044,0.00019509361,0.00025401564,0.00023505141],"domain_scores_gemma":[0.9985769,0.00009654711,0.00070570654,0.0001994871,0.00031545263,0.000105905296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027238813,0.00021269821,0.00056979136,0.000041403506,0.000049529528,0.00006166785,0.00024985103,0.000038972317,0.00021389227],"category_scores_gemma":[0.000013300333,0.00015365962,0.000073401825,0.00011373703,0.00014912274,0.0007513551,0.000059407685,0.00014015575,0.0000022785866],"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":[0.00033086725,0.0008024777,0.010604801,0.000042723306,0.00008375485,0.000004617815,0.0017777113,0.0000029663775,0.9834517,0.0012661075,0.00009715444,0.0015351002],"study_design_scores_gemma":[0.0028067848,0.0016377203,0.0005072256,0.00026563532,0.00005523298,0.000002236426,0.0049080784,0.000004616344,0.98790115,0.001483421,0.00021370544,0.00021417605],"about_ca_topic_score_codex":0.00040917034,"about_ca_topic_score_gemma":0.000025099696,"teacher_disagreement_score":0.010097574,"about_ca_system_score_codex":0.000015987325,"about_ca_system_score_gemma":0.00013075522,"threshold_uncertainty_score":0.62660575},"labels":[],"label_agreement":null},{"id":"W2331538008","doi":"10.1021/nl5041989","title":"Formation and Nature of InGaN Quantum Dots in GaN Nanowires","year":2015,"lang":"en","type":"article","venue":"Nano Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":66,"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":"Division of Materials Research; Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Nanowire; Quantum dot; Optoelectronics; Heterojunction; Materials science; Spontaneous emission; Transmission electron microscopy; Quantum wire; Quantum well; Photon; Radiative transfer; Condensed matter physics; Electron; Laser; Physics; Optics; Nanotechnology","score_opus":0.013411841539995884,"score_gpt":0.2422222953556353,"score_spread":0.22881045381563941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331538008","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":[0.9988066,0.00005751685,0.000027468606,0.0005560534,0.00019779804,0.000085350024,0.000014179017,0.0000073975143,0.00024763297],"genre_scores_gemma":[0.9994468,9.955556e-7,0.00006313546,0.00036980945,0.00007494522,0.0000045908005,0.000024635472,0.0000066527414,0.000008450087],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995331,0.00002747174,0.00015465956,0.00009044666,0.00008117118,0.00011316116],"domain_scores_gemma":[0.9997594,0.000013443768,0.00008035105,0.00008730278,0.000022183009,0.000037356345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000120170334,0.00007412787,0.00012499087,0.00005915032,0.000015033074,0.000021761152,0.00005957471,0.00003814314,0.000015408119],"category_scores_gemma":[0.0000041461244,0.00006457358,0.00001994811,0.00006309254,0.000021265834,0.00017417708,0.000014417345,0.00005985828,0.0000033978747],"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":[0.000011726385,0.000016138461,0.013449164,0.000023363287,0.000007338991,7.2627137e-7,0.00083871005,0.000011661967,0.98201305,0.0013719178,0.0015972535,0.00065892894],"study_design_scores_gemma":[0.0012436564,0.000046391055,0.0059702024,0.00008839845,0.000015148591,0.0000013367179,0.00096343446,0.000072050476,0.98199147,0.0012748167,0.008128175,0.00020494132],"about_ca_topic_score_codex":0.00027509435,"about_ca_topic_score_gemma":0.000009283697,"teacher_disagreement_score":0.0074789613,"about_ca_system_score_codex":0.000011137931,"about_ca_system_score_gemma":0.000014823649,"threshold_uncertainty_score":0.2633234},"labels":[],"label_agreement":null},{"id":"W2331691546","doi":"10.1109/ted.2014.2339011","title":"Impact of Isolation-Feature Geometry on Self-Heating of AlGaN/GaN HFETs","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Electron Devices","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Concordia University","funders":"CMC Microsystems","keywords":"Materials science; Transistor; Heterojunction; Optoelectronics; Enhanced Data Rates for GSM Evolution; Channel (broadcasting); Field-effect transistor; Wide-bandgap semiconductor; Millimeter; Electrical engineering; Voltage; Optics; Engineering; Physics; Telecommunications","score_opus":0.006958219583511566,"score_gpt":0.25836192578263,"score_spread":0.25140370619911845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331691546","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":[0.9866418,0.000028485227,0.011673706,0.000029956604,0.00017568143,0.00018949492,0.00008693826,0.000045648736,0.001128264],"genre_scores_gemma":[0.9994048,0.000004720141,0.000297634,0.000030644456,0.000116634954,0.000013993758,0.00001977941,0.000029678597,0.00008215027],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99881274,0.00008705068,0.00033730964,0.000256796,0.00020228642,0.00030384638],"domain_scores_gemma":[0.99904156,0.00018561893,0.00030437805,0.00029074564,0.00010398564,0.00007373651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016909486,0.00023541844,0.0003714302,0.00021286363,0.00010720756,0.00002502827,0.00016352044,0.00008688763,0.0003652226],"category_scores_gemma":[0.0000017439999,0.00019908036,0.00026036246,0.00030323138,0.00002475863,0.00015169154,6.7803745e-7,0.0002278917,0.000013825733],"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":[0.00027724745,0.0014535305,0.02203492,0.00026498272,0.0011429788,2.9595088e-7,0.0007346247,0.02958433,0.93005824,0.0011670302,0.00016687484,0.013114917],"study_design_scores_gemma":[0.00079851673,0.001376297,0.010945934,0.00012409061,0.00017056844,9.744998e-7,0.00007582319,0.0022658044,0.9834149,0.0002642751,0.00025958795,0.0003032202],"about_ca_topic_score_codex":0.0006693139,"about_ca_topic_score_gemma":0.00004111235,"teacher_disagreement_score":0.05335664,"about_ca_system_score_codex":0.000035274737,"about_ca_system_score_gemma":0.000075642005,"threshold_uncertainty_score":0.8118261},"labels":[],"label_agreement":null},{"id":"W2334485461","doi":"10.1557/proc-1178-aa01-12","title":"Controlled Growth and Characterization of Non-tapered InN Nanowires on Si(111) Substrates by Molecular Beam Epitaxy","year":2009,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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","funders":"","keywords":"Molecular beam epitaxy; Materials science; Epitaxy; Nanowire; Photoluminescence; Optoelectronics; Stacking; Characterization (materials science); Layer (electronics); Crystallography; Nanotechnology; Chemistry","score_opus":0.004737499918868472,"score_gpt":0.20754909021390433,"score_spread":0.20281159029503587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334485461","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":[0.9974189,0.000027840631,0.000017228622,0.00040196307,0.000057049194,0.00038189566,0.000057715817,0.000023925433,0.0016135066],"genre_scores_gemma":[0.9992949,0.000010249822,0.00003610243,0.0004131253,0.0000647925,0.000026866046,0.00008381497,0.000016833652,0.000053323343],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99911,0.0000059179133,0.00030030464,0.00024947475,0.00013088898,0.00020340618],"domain_scores_gemma":[0.99949473,0.000017289798,0.0002460978,0.000059849015,0.00011401172,0.00006801071],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009494672,0.00019393985,0.00038064335,0.00006094555,0.00005865829,0.00009447696,0.00010067656,0.000049488,0.00004920384],"category_scores_gemma":[0.000009239757,0.00016736035,0.00006216238,0.000099948826,0.000033819473,0.00019203407,0.000011908205,0.00006419294,0.0000033612948],"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":[0.00013523169,0.00009746778,0.0024033159,0.000031777003,0.000034929006,2.8164447e-7,0.00019997892,1.6190029e-7,0.99380934,0.0026788977,0.00014637188,0.00046224447],"study_design_scores_gemma":[0.001585601,0.0003154399,0.0038140551,0.00007562431,0.000036350793,3.0883567e-7,0.00010977534,0.000040224837,0.99291044,0.00078130787,0.00015251113,0.00017837757],"about_ca_topic_score_codex":0.00003748289,"about_ca_topic_score_gemma":5.6453455e-8,"teacher_disagreement_score":0.0018975898,"about_ca_system_score_codex":0.000006273016,"about_ca_system_score_gemma":0.000015956848,"threshold_uncertainty_score":0.68247575},"labels":[],"label_agreement":null},{"id":"W2335173236","doi":"10.1109/tpel.2016.2537002","title":"A Dual-Mode Driver IC With Monolithic Negative Drive-Voltage Capability and Digital Current-Mode Controller for Depletion-Mode GaN HEMT","year":2016,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":27,"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; Canada Foundation for Innovation","keywords":"High-electron-mobility transistor; Dual mode; Mode (computer interface); Controller (irrigation); Electrical engineering; Voltage; Digital control; Electronic engineering; Current (fluid); Computer science; Engineering; Optoelectronics; Materials science; Transistor","score_opus":0.007474600880117575,"score_gpt":0.2505038465868489,"score_spread":0.2430292457067313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335173236","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":[0.5968717,0.000050434377,0.40045825,0.00014233598,0.0001879333,0.0006768149,0.0014681533,0.00005748395,0.00008691946],"genre_scores_gemma":[0.9991639,0.00002871284,0.00009415936,0.00004498322,0.00007055059,0.00027002816,0.00002367005,0.000059670107,0.00024431918],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981654,0.00004878888,0.00034623747,0.0006047506,0.00019886515,0.000635945],"domain_scores_gemma":[0.9988653,0.0002776264,0.00016170884,0.0003369082,0.00018065298,0.00017779747],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000090564165,0.00039141375,0.00043633505,0.000094322895,0.0002605554,0.00012892361,0.00012994654,0.000090439695,0.00017199005],"category_scores_gemma":[0.0000041913645,0.00027931097,0.0001871325,0.00011173031,0.00016467829,0.00047114643,0.0000020396578,0.00025482557,0.00001893827],"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":[0.0050332975,0.0038061123,0.004660959,0.0002579065,0.0022474604,0.0000044037,0.0055198683,0.0030658194,0.87364393,0.019743335,0.00069056544,0.081326365],"study_design_scores_gemma":[0.026767088,0.003921752,0.0010027777,0.0005482029,0.0010642166,0.00002052739,0.000973208,0.005829466,0.88375765,0.05342864,0.019476315,0.003210151],"about_ca_topic_score_codex":0.00013145643,"about_ca_topic_score_gemma":0.00019051172,"teacher_disagreement_score":0.40229225,"about_ca_system_score_codex":0.00015561387,"about_ca_system_score_gemma":0.00023169199,"threshold_uncertainty_score":0.9999659},"labels":[],"label_agreement":null},{"id":"W2335335389","doi":"10.1557/proc-1040-q09-15","title":"Structure of Isolated Oxygen Impurity States in InN","year":2007,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Lakehead University","funders":"","keywords":"Materials science; Cluster (spacecraft); Atomic physics; Ionization energy; Atom (system on chip); Impurity; Ionization; Hydrogen atom; Stoichiometry; Ion; Chemistry; Physical chemistry; Physics","score_opus":0.007047321611658467,"score_gpt":0.23747245478736778,"score_spread":0.2304251331757093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335335389","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":[0.9986629,0.000023999208,0.000026769316,0.00005819074,0.00010265836,0.00015008755,0.000052689553,0.00001970055,0.000903037],"genre_scores_gemma":[0.999549,0.0000015414413,0.00019309513,0.00008802726,0.00008333866,0.0000017352959,0.0000307371,0.000014508282,0.000038043232],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99914724,0.0000029293474,0.00030792033,0.00017981502,0.000100032674,0.00026206285],"domain_scores_gemma":[0.99961644,0.000013781623,0.00015159615,0.00005906855,0.000104948806,0.000054138152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001687757,0.00012726181,0.0002123295,0.00009092662,0.000026371885,0.000030042782,0.00013011313,0.00004745279,0.00035100253],"category_scores_gemma":[0.0000039122096,0.00011335313,0.00003731988,0.00021654487,0.000029134022,0.00014631943,0.00003642198,0.000112283284,0.0000038767794],"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":[0.00004017461,0.000038853996,0.1381546,0.000050355637,0.000019104089,5.06551e-7,0.0011231139,0.000002259493,0.8573713,0.0018451003,0.0006386207,0.00071606744],"study_design_scores_gemma":[0.0008070103,0.000093454626,0.043550745,0.00007038688,0.000015673953,0.0000010044186,0.001986551,0.00009828661,0.9367923,0.012295187,0.004010669,0.00027869846],"about_ca_topic_score_codex":0.00061225693,"about_ca_topic_score_gemma":0.000016325786,"teacher_disagreement_score":0.09460385,"about_ca_system_score_codex":0.000016383397,"about_ca_system_score_gemma":0.00001916185,"threshold_uncertainty_score":0.46224067},"labels":[],"label_agreement":null},{"id":"W2336919367","doi":"10.1149/ma2016-01/42/2113","title":"(Invited) High Efficiency, Color-Tunable InGaN/GaN Nanowire Light Emitting Diode Arrays","year":2016,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"","keywords":"Materials science; Optoelectronics; Light-emitting diode; RGB color model; Color rendering index; Gallium nitride; Color temperature; Diode; Wafer; Optics; Layer (electronics); Nanotechnology","score_opus":0.0101634101182458,"score_gpt":0.22114243846557205,"score_spread":0.21097902834732624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336919367","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":[0.96853906,0.00004992434,0.000022129565,0.00115975,0.00097204297,0.00022175066,0.000063979125,0.00016396058,0.02880742],"genre_scores_gemma":[0.9975349,0.0000027486867,0.00043095447,0.00023576962,0.0010256672,0.000025910707,0.00002921233,0.000061832696,0.000653055],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99764675,0.00008045078,0.00064470613,0.00055842753,0.00029345034,0.00077620824],"domain_scores_gemma":[0.9983425,0.0003875037,0.00050807424,0.0004234877,0.000119335506,0.0002190882],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007341068,0.00035173725,0.00040802057,0.00008935873,0.00039062308,0.00018758405,0.00035987978,0.00011480371,0.00025543047],"category_scores_gemma":[0.00015152161,0.00026013353,0.0001323695,0.00017278103,0.000059967002,0.00026080452,0.000079922786,0.0001744887,0.00024966832],"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":[0.000012022984,0.000101650614,0.00898781,0.0000382582,0.00003930664,0.000008945725,0.00033829483,0.0009091329,0.98651814,0.00008075695,0.002410987,0.0005547032],"study_design_scores_gemma":[0.0006456041,0.000048675352,0.002403438,0.00048312088,0.000038468446,0.0000021620872,0.00032342089,0.000031701424,0.9764997,0.00054933847,0.018553836,0.0004205866],"about_ca_topic_score_codex":0.0009642273,"about_ca_topic_score_gemma":0.000010179997,"teacher_disagreement_score":0.028995806,"about_ca_system_score_codex":0.000058329115,"about_ca_system_score_gemma":0.000064512846,"threshold_uncertainty_score":0.9999851},"labels":[],"label_agreement":null},{"id":"W2340488715","doi":"10.1063/1.4946842","title":"Theoretical evaluation of two dimensional electron gas characteristics of quaternary Al<i>x</i>In<i>y</i>Ga1–<i>x</i>–<i>y</i>N/GaN hetero-junctions","year":2016,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fermi gas; Wurtzite crystal structure; Materials science; Piezoelectricity; Heterojunction; Condensed matter physics; Fermi level; Layer (electronics); Electron; Electronic band structure; Barrier layer; Transistor; Mole fraction; Optoelectronics; Voltage; Chemistry; Nanotechnology; Physics; Composite material; Physical chemistry","score_opus":0.014175898258609064,"score_gpt":0.27193578691233206,"score_spread":0.257759888653723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340488715","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":[0.99751794,0.000020098996,0.0006112984,0.00007781776,0.00040712248,0.00021719761,0.00008686807,0.0000047203107,0.001056942],"genre_scores_gemma":[0.9990602,0.000009279885,0.00027349003,0.00007580547,0.0005131949,0.000010951888,0.00002145522,0.000029566567,0.000006053005],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977541,0.00011348756,0.000997634,0.00018852932,0.000672933,0.00027333747],"domain_scores_gemma":[0.99785244,0.00015810998,0.0011637715,0.00025791457,0.0004727002,0.00009504909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008471957,0.00022139303,0.0006059984,0.00009311245,0.000035798104,0.00001551428,0.00021857949,0.000045424626,0.00044915572],"category_scores_gemma":[0.00000887191,0.0001559039,0.00021682314,0.0001496198,0.00016968894,0.00016487464,0.000037000875,0.00017716945,0.000008110603],"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":[0.0002995437,0.00044700498,0.0029617513,0.000022495886,0.00012933226,8.249544e-7,0.00012110517,0.0009076588,0.92940414,0.060942132,0.00017517296,0.004588816],"study_design_scores_gemma":[0.0034747657,0.00024995278,0.0013502298,0.00022048422,0.00031121308,0.000004184307,0.000056414654,0.0008722891,0.8226706,0.17036922,0.00018061578,0.00024006989],"about_ca_topic_score_codex":0.000020274221,"about_ca_topic_score_gemma":8.8995756e-7,"teacher_disagreement_score":0.109427094,"about_ca_system_score_codex":0.000053182634,"about_ca_system_score_gemma":0.00021997154,"threshold_uncertainty_score":0.6357576},"labels":[],"label_agreement":null},{"id":"W2382975904","doi":"","title":"Effects of Electron Irradiation on n-GaN Schottky Barrier UV Detector","year":2005,"lang":"en","type":"article","venue":"Bandaoti guangdian","topic":"GaN-based semiconductor devices and materials","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":"L'Alliance Boviteq","funders":"","keywords":"Schottky barrier; Irradiation; Optoelectronics; Materials science; Schottky diode; Reverse leakage current; Electron; Detector; Leakage (economics); Wide-bandgap semiconductor; Electron beam processing; Optics; Physics; Diode","score_opus":0.005154538694420625,"score_gpt":0.22545060626316427,"score_spread":0.22029606756874365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2382975904","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":[0.99653554,0.000097758515,0.000048149534,0.000097308475,0.00028264872,0.0003308161,0.00005017211,0.000035888115,0.0025217084],"genre_scores_gemma":[0.9984711,0.0000033871843,0.00011476205,0.00016247311,0.0007809605,0.000033026456,0.00004024484,0.00003062772,0.0003634471],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989802,0.000059775448,0.00024593816,0.00024069316,0.00015861199,0.00031476494],"domain_scores_gemma":[0.99937797,0.000076681914,0.00014616278,0.00022936653,0.000044460518,0.00012534484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011407085,0.0001883457,0.00024859153,0.00010137308,0.00007453266,0.000043770106,0.0001417634,0.000061463164,0.0006735875],"category_scores_gemma":[0.000013776661,0.0001723661,0.00011570474,0.000106370404,0.000024595307,0.00014469624,0.00001038058,0.00011087745,0.00016493918],"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":[0.00007723805,0.00018549945,0.0068982854,0.000085426625,0.0000910262,0.0000014564205,0.00042331617,0.00014146566,0.9705264,0.003499612,0.0012108043,0.016859481],"study_design_scores_gemma":[0.0008768812,0.00017232481,0.015632143,0.000045341585,0.00004107742,2.6056597e-7,0.00002121507,0.00004333635,0.96613264,0.00025427438,0.016583579,0.00019694028],"about_ca_topic_score_codex":0.00022952302,"about_ca_topic_score_gemma":0.000031801297,"teacher_disagreement_score":0.01666254,"about_ca_system_score_codex":0.0000419046,"about_ca_system_score_gemma":0.000068496105,"threshold_uncertainty_score":0.73753107},"labels":[],"label_agreement":null},{"id":"W2409792691","doi":"10.1063/1.4953645","title":"Study of source access resistance at direct current quiescent points for AlGaN/GaN heterostructure field-effect transistors","year":2016,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":16,"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 Alberta","funders":"National Natural Science Foundation of China","keywords":"Scattering; Materials science; Optoelectronics; Heterojunction; Phonon scattering; Transistor; Field-effect transistor; Wide-bandgap semiconductor; Condensed matter physics; Voltage; Optics; Electrical engineering; Physics","score_opus":0.01715761865401069,"score_gpt":0.2804964777403105,"score_spread":0.26333885908629984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2409792691","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":[0.9969698,0.000047545087,0.0014564358,0.000024870455,0.0006030814,0.00054083,0.0000749194,0.0000074375744,0.00027508946],"genre_scores_gemma":[0.9991438,0.0000050605936,0.000048432914,0.000023685086,0.00068758696,0.000022580847,0.0000048506654,0.000030152061,0.000033886732],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99870574,0.00004856766,0.00054591306,0.0002039624,0.00026800882,0.00022778353],"domain_scores_gemma":[0.9985028,0.00022961607,0.0008096804,0.0002466217,0.000118887314,0.00009243201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020692842,0.00023277187,0.0005949615,0.00003085259,0.000087118686,0.00003748088,0.00033695716,0.000036208945,0.000055662225],"category_scores_gemma":[0.0000047075014,0.00014849522,0.00024951613,0.00008144768,0.00002992066,0.00013203567,0.0000392057,0.00010879922,0.0000014352617],"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":[0.004619367,0.0015845706,0.018638,0.0006842883,0.0010518188,0.0000025243867,0.0044112527,0.00071602943,0.8907224,0.0008073323,0.0061115306,0.070650876],"study_design_scores_gemma":[0.004240791,0.00059145817,0.0012172929,0.00021440993,0.00027565577,4.7019097e-7,0.00024373947,0.000003829359,0.9837674,0.001697136,0.007471197,0.00027660895],"about_ca_topic_score_codex":0.000009466655,"about_ca_topic_score_gemma":0.000008261572,"teacher_disagreement_score":0.093044996,"about_ca_system_score_codex":0.000053270152,"about_ca_system_score_gemma":0.00003360774,"threshold_uncertainty_score":0.60554594},"labels":[],"label_agreement":null},{"id":"W2411413915","doi":"10.1021/acs.nanolett.5b02634","title":"Si Donor Incorporation in GaN Nanowires","year":2015,"lang":"en","type":"article","venue":"Nano Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Optina Diagnostics (Canada)","funders":"","keywords":"Nanowire; Materials science; Nanotechnology; Gallium nitride; Optoelectronics; Layer (electronics)","score_opus":0.0213289930504161,"score_gpt":0.2410703538166379,"score_spread":0.2197413607662218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2411413915","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":[0.9964708,0.000011893009,0.00010983706,0.0011640337,0.00043863733,0.000121435856,0.000012527431,0.000021261616,0.0016495354],"genre_scores_gemma":[0.9982772,2.3667678e-7,0.00018169105,0.0010463503,0.00030954945,0.00001911103,0.000059543374,0.000012477951,0.00009387616],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99935335,0.000043061602,0.00017698912,0.00015650869,0.00010089233,0.00016918902],"domain_scores_gemma":[0.9996765,0.000013863835,0.00008079309,0.00014165898,0.000023599789,0.00006354083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014508235,0.000101632555,0.00013236405,0.000061422295,0.000023638631,0.000054684293,0.00009897026,0.000025258143,0.00011931027],"category_scores_gemma":[0.000003409105,0.00009316708,0.000033049844,0.000095820964,0.000020439655,0.00016834708,0.000015836013,0.000041713596,0.00009988554],"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":[0.000012535552,0.000032129872,0.052280694,0.0000058291394,0.000008221897,0.0000027252836,0.0003170773,0.00010675355,0.93791765,0.00087379926,0.007566937,0.0008756749],"study_design_scores_gemma":[0.0034904804,0.000109912056,0.011449815,0.000093880364,0.000034931832,0.0000017258346,0.0010312092,0.000094545976,0.9038774,0.003974255,0.075038634,0.0008032513],"about_ca_topic_score_codex":0.0011325589,"about_ca_topic_score_gemma":0.00004308486,"teacher_disagreement_score":0.0674717,"about_ca_system_score_codex":0.000032338747,"about_ca_system_score_gemma":0.00004213767,"threshold_uncertainty_score":0.37992433},"labels":[],"label_agreement":null},{"id":"W2415094868","doi":"10.1021/acs.nanolett.5b02515","title":"Alternating-Current InGaN/GaN Tunnel Junction Nanowire White-Light Emitting Diodes","year":2015,"lang":"en","type":"article","venue":"Nano Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":104,"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","keywords":"Light-emitting diode; Optoelectronics; Materials science; Phosphor; Diode; Nanowire; Voltage droop; Wide-bandgap semiconductor; Light emission; Doping; Voltage; Gallium nitride; Tunnel junction; Solid-state lighting; Layer (electronics); Nanotechnology; Electrical engineering; Quantum tunnelling; Voltage source","score_opus":0.023614069984849596,"score_gpt":0.25372481441273687,"score_spread":0.23011074442788726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2415094868","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":[0.99400103,0.0000972502,0.0004969306,0.0011891763,0.0029157395,0.0001644405,0.000022215027,0.00007679183,0.0010364101],"genre_scores_gemma":[0.99721766,0.0000011653706,0.0002109681,0.0006929728,0.0015657414,0.000027427612,0.00007668762,0.000036777095,0.00017057611],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986075,0.00006954916,0.00033750947,0.00034683777,0.0002612609,0.0003773245],"domain_scores_gemma":[0.9992504,0.000022148388,0.00023109847,0.00026041624,0.000079818936,0.00015609895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002773251,0.00024077599,0.00025076588,0.0000805996,0.00013651255,0.00015970263,0.00021510945,0.000039004815,0.00014221449],"category_scores_gemma":[0.000013774592,0.00021634763,0.00011207407,0.00012659757,0.000028289707,0.00018938135,0.000053229003,0.00012937037,0.00012707172],"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":[0.000013819126,0.0000620579,0.04783486,0.0000333297,0.000048734608,0.0000026410996,0.0011685643,0.00020133612,0.92874014,0.00021182907,0.014407344,0.0072753397],"study_design_scores_gemma":[0.0031290716,0.000121687845,0.0028734272,0.00039965945,0.00017010864,0.000006640698,0.0019253579,0.00028159757,0.7034357,0.0005602899,0.28571045,0.0013859975],"about_ca_topic_score_codex":0.00025596484,"about_ca_topic_score_gemma":0.0000058441947,"teacher_disagreement_score":0.2713031,"about_ca_system_score_codex":0.000063741325,"about_ca_system_score_gemma":0.000046279234,"threshold_uncertainty_score":0.88224006},"labels":[],"label_agreement":null},{"id":"W2416970256","doi":"10.1021/acs.nanolett.5b02133","title":"Three-Dimensional Quantum Confinement of Charge Carriers in Self-Organized AlGaN Nanowires: A Viable Route to Electrically Injected Deep Ultraviolet Lasers","year":2015,"lang":"en","type":"article","venue":"Nano Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McGill University","funders":"Army Research Office; Natural Sciences and Engineering Research Council of Canada","keywords":"Optoelectronics; Nanowire; Ultraviolet; Charge carrier; Quantum dot; Materials science; Laser; Nanotechnology; Optics; Physics","score_opus":0.00989911823521255,"score_gpt":0.22272481442962785,"score_spread":0.2128256961944153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2416970256","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":[0.99780947,0.000025190848,0.0002982487,0.00069274555,0.00035379117,0.00056777353,0.00009688747,0.000051831787,0.00010403339],"genre_scores_gemma":[0.9971692,5.2105304e-7,0.00076617056,0.0016992729,0.000109530236,0.00005328517,0.00014048554,0.000038582344,0.000022944823],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981128,0.00007966148,0.000534652,0.00039236376,0.00034968322,0.00053087086],"domain_scores_gemma":[0.9990639,0.000054974116,0.00019322197,0.00029289167,0.00013365623,0.000261346],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030549758,0.00027863547,0.00048696084,0.0001867004,0.000050124607,0.000039288003,0.00026270302,0.00006733311,0.00038418986],"category_scores_gemma":[0.000020528212,0.000261358,0.000091759066,0.00046597686,0.000031973123,0.00009173223,0.00004800707,0.000113996466,0.000058319663],"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":[0.00012471672,0.00014772089,0.014928444,0.000018009112,0.000096164134,0.000005984347,0.0006439062,0.00013537605,0.97832215,0.0003838657,0.005054771,0.00013891167],"study_design_scores_gemma":[0.0053856834,0.00044907592,0.001990092,0.000114111346,0.000097654265,0.0000021916997,0.0003820118,0.00043578813,0.98442835,0.00016805212,0.0058348533,0.00071213854],"about_ca_topic_score_codex":0.0042185346,"about_ca_topic_score_gemma":0.00014306072,"teacher_disagreement_score":0.012938352,"about_ca_system_score_codex":0.00012329665,"about_ca_system_score_gemma":0.00025525957,"threshold_uncertainty_score":0.99998385},"labels":[],"label_agreement":null},{"id":"W2423410833","doi":"10.1116/1.4943921","title":"Focused gas beam injection for efficient ammonia-molecular beam epitaxial growth of III-nitride semiconductors","year":2016,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology B Nanotechnology and Microelectronics Materials Processing Measurement and Phenomena","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Materials science; Molecular beam epitaxy; Optoelectronics; Substrate (aquarium); Nitride; Luminescence; Photoluminescence; Coaxial; Molecular beam; Layer (electronics); Optics; Epitaxy; Chemistry; Molecule; Nanotechnology","score_opus":0.01049594741504944,"score_gpt":0.22529897185396555,"score_spread":0.2148030244389161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2423410833","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":[0.99067837,0.0018222232,0.005873844,0.0007612501,0.00038364017,0.00040100602,0.00002401834,0.000049327562,0.0000063447023],"genre_scores_gemma":[0.9987828,0.000094922936,0.00094193744,0.000022097916,0.00009632163,0.000028454217,0.0000014579441,0.00002548966,0.000006479311],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99760723,0.00003393419,0.00088774617,0.00046535346,0.0003201314,0.0006855984],"domain_scores_gemma":[0.9974681,0.000033898013,0.0012313455,0.00022129479,0.0009569134,0.00008845897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020909742,0.00032037788,0.0007013899,0.0011004889,0.00037010183,0.00008408969,0.0005179776,0.0002492001,0.000012709604],"category_scores_gemma":[0.00009786104,0.00022984728,0.000075939664,0.00065469206,0.001097031,0.00028266778,0.00013391873,0.00020720859,4.818733e-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":[0.00018878149,0.00011820521,0.00031793004,0.000086045446,0.000073549854,8.4333175e-7,0.00009880118,0.0000023240534,0.97986954,0.0045600566,0.0000068824547,0.0146770645],"study_design_scores_gemma":[0.0020551062,0.0011085859,0.000022841958,0.00024158134,0.00014128812,0.00004627753,0.00019915012,0.000003659462,0.9694913,0.02627762,0.0001621823,0.00025039783],"about_ca_topic_score_codex":0.000017301369,"about_ca_topic_score_gemma":0.0000019747251,"teacher_disagreement_score":0.021717565,"about_ca_system_score_codex":0.00015636899,"about_ca_system_score_gemma":0.0006251924,"threshold_uncertainty_score":0.93729},"labels":[],"label_agreement":null},{"id":"W2431150984","doi":"10.1364/oic.2016.wa.6","title":"Durable AlN and Al_2O_3 Optical Films Deposited by Low Duty Cycle Pulsed Magnetron Sputtering","year":2016,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"Polytechnique Montréal","funders":"","keywords":"Materials science; Duty cycle; Sputter deposition; Deposition (geology); Sputtering; Optoelectronics; Cavity magnetron; Thin film; Composite material; Metallurgy; Electrical engineering; Nanotechnology; Voltage; Engineering","score_opus":0.004979255099117554,"score_gpt":0.20404940426881737,"score_spread":0.1990701491696998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2431150984","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":[0.9929551,0.000029830655,0.0010259792,0.00031038828,0.00013871634,0.00013633718,0.000072215036,0.000049908846,0.005281562],"genre_scores_gemma":[0.9970108,0.00000472311,0.00059367437,0.00012793609,0.00010469275,0.000014296504,0.00003058147,0.00002175819,0.002091538],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990531,0.000021646598,0.00020913924,0.0002832058,0.000094249874,0.000338624],"domain_scores_gemma":[0.9995444,0.00005081374,0.000050409584,0.00018384104,0.000024281146,0.00014629409],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000705823,0.00016953997,0.00020185785,0.000024593668,0.0000746051,0.00010591705,0.000098364435,0.000045079014,0.0042128004],"category_scores_gemma":[0.000002994877,0.00011240188,0.0000457637,0.00004282621,0.00004199918,0.00019945927,0.000061289385,0.000046191457,0.000101419086],"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":[0.000015660584,0.000044811226,0.00835983,0.00001564682,0.000022430622,0.0000013932796,0.0000124661,0.0000016512745,0.98583573,0.0006399464,0.0021159279,0.0029344885],"study_design_scores_gemma":[0.0012471467,0.00009132312,0.005156221,0.00005990194,0.00002895899,0.000002065586,0.00007723455,0.00024249995,0.99017614,0.00036974976,0.0022213522,0.00032742607],"about_ca_topic_score_codex":0.0005265699,"about_ca_topic_score_gemma":0.0000060284865,"teacher_disagreement_score":0.004340373,"about_ca_system_score_codex":0.000010047212,"about_ca_system_score_gemma":0.0000112135185,"threshold_uncertainty_score":0.9966975},"labels":[],"label_agreement":null},{"id":"W2465138693","doi":"10.1021/acs.nanolett.6b01929","title":"Full-Color Single Nanowire Pixels for Projection Displays","year":2016,"lang":"en","type":"article","venue":"Nano Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":200,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Samsung","keywords":"Nanowire; Materials science; Light-emitting diode; Optoelectronics; Quantum dot; Photoluminescence; Diode; Indium gallium nitride; Indium; Biasing; Light emission; Substrate (aquarium); Gallium nitride; Nanotechnology; Voltage; Layer (electronics)","score_opus":0.01671062353715645,"score_gpt":0.23911286249419714,"score_spread":0.2224022389570407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2465138693","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":[0.99026954,0.000006266724,0.0055892137,0.0022538686,0.0009090333,0.0004482336,0.0001376059,0.000046823345,0.00033940037],"genre_scores_gemma":[0.9973037,3.8231434e-7,0.00045871845,0.00058629195,0.00071460934,0.00016470281,0.000031813175,0.00002688866,0.000712881],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99916565,0.00002386964,0.00018366253,0.00025224875,0.00008564481,0.0002889055],"domain_scores_gemma":[0.99956954,0.000064320884,0.00010820931,0.00017228466,0.000036476173,0.000049192935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009239202,0.00014528145,0.00016278384,0.000043773765,0.00010415779,0.000053466825,0.00010939718,0.000037107337,0.00029372005],"category_scores_gemma":[0.0000053938666,0.00009779119,0.000109658286,0.000054908374,0.000033671753,0.00017884669,0.00001878531,0.000021044456,0.00007126359],"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":[0.000050951447,0.000046128873,0.0007200148,0.000017484208,0.000029289658,2.868082e-7,0.000059811813,0.000001210055,0.9850129,0.00073958735,0.008591405,0.0047309576],"study_design_scores_gemma":[0.0010837984,0.00016784384,0.00014885791,0.00006486853,0.000037175065,9.987247e-7,0.000053548803,0.000004720429,0.91019094,0.0002752174,0.08772532,0.0002467097],"about_ca_topic_score_codex":0.000054023425,"about_ca_topic_score_gemma":0.000004859271,"teacher_disagreement_score":0.07913391,"about_ca_system_score_codex":0.000041479856,"about_ca_system_score_gemma":0.000021864444,"threshold_uncertainty_score":0.3987809},"labels":[],"label_agreement":null},{"id":"W2465693569","doi":"10.1142/s0218625x17500275","title":"DEPOSITION AND CHARACTERIZATION OF MAGNETRON CO-SPUTTERED InAlN FILM AT DIFFERENT Ar:N<sub>2</sub> GAS FLOW RATIOS","year":2016,"lang":"en","type":"article","venue":"Surface Review and Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":5,"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":"McGill University","keywords":"Materials science; Sputter deposition; Cavity magnetron; Surface roughness; Analytical Chemistry (journal); Diffraction; Sputtering; Thin film; Deposition (geology); Optoelectronics; Nanotechnology; Composite material; Optics; Chemistry","score_opus":0.00795492234122219,"score_gpt":0.21263936253243357,"score_spread":0.20468444019121138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2465693569","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":[0.99580956,0.0014209235,0.00041724154,0.001699064,0.00007548663,0.00037657729,0.00017599632,0.0000108861705,0.000014241062],"genre_scores_gemma":[0.99489826,0.0040251063,0.00004143501,0.0006945487,0.000062835396,0.000015379363,0.00022481126,0.000014478045,0.000023145796],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991438,0.00010149249,0.00029278747,0.00021792212,0.00008465912,0.00015937691],"domain_scores_gemma":[0.9995311,0.000031185682,0.0002045487,0.00014521413,0.000024424155,0.000063549975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009055531,0.00017055066,0.0003631412,0.00002046252,0.00005820478,0.000026168507,0.000044737582,0.000025320649,0.00019209625],"category_scores_gemma":[0.0000018661917,0.0001152692,0.00005459267,0.00003498326,0.00004558997,0.00014065181,0.000026830992,0.00003437086,0.000011420825],"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":[0.000010374269,0.000016326792,0.008656828,0.0006357538,0.000023924915,3.632115e-7,0.000030615694,3.7401108e-7,0.97699696,0.00001763229,0.0003060034,0.013304818],"study_design_scores_gemma":[0.00060266635,0.000060748218,0.02301119,0.0011437611,0.00016453768,0.0000023333823,0.000006027534,0.00001585026,0.97315675,0.000013731611,0.0015919949,0.00023038882],"about_ca_topic_score_codex":0.0000123822865,"about_ca_topic_score_gemma":0.0000018153047,"teacher_disagreement_score":0.014354362,"about_ca_system_score_codex":0.000016842394,"about_ca_system_score_gemma":0.0000052030737,"threshold_uncertainty_score":0.47005415},"labels":[],"label_agreement":null},{"id":"W2466176596","doi":"","title":"Mg surface treatment for optimizing contact and bulk properties of p-type GaN grown by ammonia-molecularbeam epitaxy","year":2003,"lang":"en","type":"article","venue":"NPARC","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Ohmic contact; Molecular beam epitaxy; Materials science; Contact resistance; Ammonia; Layer (electronics); Analytical Chemistry (journal); Epitaxy; Optoelectronics; Nanotechnology; Chemistry; Chromatography","score_opus":0.021257451967139927,"score_gpt":0.237400865250109,"score_spread":0.21614341328296907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2466176596","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":[0.99708223,0.00028141154,0.0001694324,0.000047069007,0.00010793422,0.00038101216,0.00007666267,0.000011723792,0.0018425471],"genre_scores_gemma":[0.99736136,0.00001655506,0.002167691,0.000021811487,0.000026378617,0.000023838866,0.000023899796,0.000020827816,0.00033762382],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99933064,0.000035103873,0.00018295528,0.0001895309,0.00006047751,0.00020131221],"domain_scores_gemma":[0.999622,0.00002375696,0.000093981784,0.00014311558,0.00005711852,0.00006001416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000083322775,0.00015035148,0.00026121538,0.000014009174,0.00006219673,0.000038462673,0.000051861745,0.000029880805,0.00013036287],"category_scores_gemma":[0.0000049547316,0.000117173266,0.000058919457,0.0000334931,0.000028613405,0.00006065613,0.000007872919,0.000025514384,0.000002427064],"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":[0.00004072251,0.000090803704,0.0009205684,0.000035641915,0.000080520986,2.7040704e-7,0.00017170674,0.000027309685,0.9955791,0.002562191,0.00020273337,0.00028840193],"study_design_scores_gemma":[0.00097372645,0.0002864362,0.000020706651,0.00003442358,0.000053070264,5.160623e-7,0.00022301989,0.000078967765,0.9897845,0.0004805654,0.007922956,0.00014110561],"about_ca_topic_score_codex":0.00019258446,"about_ca_topic_score_gemma":0.0000016929092,"teacher_disagreement_score":0.007720222,"about_ca_system_score_codex":0.000015823513,"about_ca_system_score_gemma":0.000043753964,"threshold_uncertainty_score":0.47781873},"labels":[],"label_agreement":null},{"id":"W2472981618","doi":"10.1049/joe.2016.0161","title":"GaN high electron mobility transistors: a review from parasitic elements extraction's perspective","year":2016,"lang":"en","type":"review","venue":"The Journal of Engineering","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"École de Technologie Supérieure","funders":"","keywords":"Pinch; Transistor; Materials science; Extraction (chemistry); Embedding; Electron; Optoelectronics; Computational physics; Computer science; Physics; Electrical engineering; Artificial intelligence; Chemistry; Engineering; Nuclear physics; Chromatography","score_opus":0.01765394907751298,"score_gpt":0.3047090237439325,"score_spread":0.2870550746664195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2472981618","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":[0.0012652791,0.99673444,0.00082516077,0.00004114369,0.00056971045,0.0003763618,0.000120091,0.00001090178,0.000056924797],"genre_scores_gemma":[0.010166239,0.9884274,0.000079011894,0.000013025679,0.0012114359,0.000017548433,0.000016202399,0.000046411915,0.00002274891],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983795,0.00016867324,0.0008551144,0.00014924226,0.00019988164,0.00024754205],"domain_scores_gemma":[0.998389,0.0002770566,0.0008393203,0.00028829256,0.00012137953,0.00008497429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006475126,0.00033626158,0.0012802773,0.00007115315,0.000044654043,0.000026703909,0.0003474464,0.000057200177,0.0007069836],"category_scores_gemma":[0.000020102763,0.00018937053,0.0005141119,0.000092675014,0.000014912099,0.00014463637,0.000008733866,0.0004188626,0.000021417247],"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":[0.00022212915,0.0016930155,0.00004868753,0.10638895,0.024609294,0.00008676656,0.0014319123,0.0006491983,0.03465146,0.008429887,0.006384485,0.81540424],"study_design_scores_gemma":[0.0003256246,0.00010542718,0.0000135454975,0.06651481,0.0038990665,0.000029070672,0.0000560046,0.0000021061435,0.0006905876,0.00039250893,0.92752874,0.0004425081],"about_ca_topic_score_codex":0.00011083881,"about_ca_topic_score_gemma":7.4351556e-7,"teacher_disagreement_score":0.92114425,"about_ca_system_score_codex":0.00024331754,"about_ca_system_score_gemma":0.00015240263,"threshold_uncertainty_score":0.7740975},"labels":[],"label_agreement":null},{"id":"W2482962845","doi":"10.1142/9789812775757_0025","title":"MULTICORE MULTICHANNEL-DETECTION (MCMD) X-RAY ABSORPTION FINE STRUCTURES (XAFS) STUDIES OF THIN FILMS","year":2002,"lang":"en","type":"book-chapter","venue":"Advanced series in physical chemistry","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Western University","funders":"","keywords":"X-ray absorption fine structure; Materials science; Absorption (acoustics); Optics; Composite material; Physics","score_opus":0.017263644134644696,"score_gpt":0.26085375556901247,"score_spread":0.24359011143436776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2482962845","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":[0.97706705,0.00064702367,0.000042906227,0.000025963014,0.0006387218,0.00055685785,0.0007873914,0.00010038232,0.020133706],"genre_scores_gemma":[0.9698893,0.000080805345,0.00036819425,0.000009244383,0.00070026284,0.00005743089,0.00028930578,0.0000850979,0.028520372],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982367,0.000014419708,0.0005909135,0.0005806067,0.0002637206,0.00031361313],"domain_scores_gemma":[0.99857193,0.00012155903,0.00057307555,0.00047932894,0.00017973025,0.000074376796],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000473598,0.00059581036,0.0009728816,0.0000435187,0.00007413688,0.000022129583,0.00023847455,0.00021053788,0.0008163576],"category_scores_gemma":[0.000027512404,0.0005546594,0.00025693217,0.000051571955,0.00027954843,0.00022586517,0.0001177938,0.0004898802,0.000013588893],"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":[0.00013415748,0.000111105015,0.000010992775,0.0008671624,0.00024223814,0.000005204431,0.00078895286,0.003982771,0.98658025,0.002508148,0.00005849834,0.0047105285],"study_design_scores_gemma":[0.000987238,0.00009727164,0.000025818836,0.0005265239,0.0001266983,0.0000013569384,0.0006992298,0.00044271394,0.95265675,0.04145529,0.0022522497,0.00072885305],"about_ca_topic_score_codex":0.000024784282,"about_ca_topic_score_gemma":0.0000057994835,"teacher_disagreement_score":0.038947146,"about_ca_system_score_codex":0.00006075269,"about_ca_system_score_gemma":0.000020879164,"threshold_uncertainty_score":0.9996905},"labels":[],"label_agreement":null},{"id":"W2484396420","doi":"10.1109/itherm.2016.7517726","title":"Impact of microfluidic cooling on high power amplifier RF performance","year":2016,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Lockheed Martin (Canada)","funders":"Air Force Research Laboratory; Defense Advanced Research Projects Agency; U.S. Department of Defense","keywords":"Heat sink; Amplifier; Materials science; Thermal resistance; Coolant; Radio frequency; Junction temperature; RF power amplifier; Optoelectronics; Microfluidics; Thermal; Computer cooling; Chip; Gallium nitride; Radio frequency power transmission; Water cooling; Electrical engineering; Thermal management of electronic devices and systems; Mechanical engineering; Engineering; CMOS; Composite material","score_opus":0.012681044141976896,"score_gpt":0.2542003001009426,"score_spread":0.24151925595896567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2484396420","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":[0.99652636,0.000016613087,0.00021689564,0.000023319908,0.00018958205,0.00008180381,0.000080769445,0.00001555122,0.0028490762],"genre_scores_gemma":[0.9989514,0.000007866038,0.000029529168,0.00003353346,0.00010862986,0.000004211073,0.000008269203,0.00001406555,0.000842517],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999379,0.000011549284,0.00018701958,0.00014696867,0.00007488187,0.00020058056],"domain_scores_gemma":[0.99955374,0.000038779795,0.000085939006,0.00021643893,0.00005000366,0.000055070275],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007092735,0.00012278103,0.0001782638,0.000038592952,0.000031168063,0.00001564237,0.00010369027,0.000025767753,0.007940656],"category_scores_gemma":[0.0000016028316,0.00006600797,0.00009927778,0.000042707386,0.00002702481,0.00009470928,0.000020221736,0.000029720624,0.00019442792],"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":[0.000049552393,0.00005883131,0.054892875,0.00000605147,0.000049302835,1.0675178e-7,0.000027098027,0.0000022554966,0.938895,0.0019021487,0.0022770439,0.0018397637],"study_design_scores_gemma":[0.0006949106,0.0003056616,0.06933403,0.00008278857,0.000012427152,2.646237e-7,0.00002371723,0.0000014459195,0.9274275,0.00023957323,0.0017081557,0.00016952558],"about_ca_topic_score_codex":0.00041594415,"about_ca_topic_score_gemma":2.1269953e-7,"teacher_disagreement_score":0.014441158,"about_ca_system_score_codex":0.00001758605,"about_ca_system_score_gemma":0.00003808162,"threshold_uncertainty_score":0.99296623},"labels":[],"label_agreement":null},{"id":"W2485158864","doi":"10.1002/adma.201602645","title":"Controlled Coalescence of AlGaN Nanowire Arrays: An Architecture for Nearly Dislocation‐Free Planar Ultraviolet Photonic Device Applications","year":2016,"lang":"en","type":"article","venue":"Advanced Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":104,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McGill University","funders":"","keywords":"Materials science; Nanowire; Optoelectronics; Coalescence (physics); Sapphire; Planar; Ultraviolet; Diode; Dislocation; Photonics; Template; Epitaxy; Nanotechnology; Optics; Composite material; Laser","score_opus":0.010283732038357375,"score_gpt":0.25546608141816957,"score_spread":0.2451823493798122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2485158864","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":[0.94397604,0.00005939065,0.049057532,0.00018923865,0.00031387655,0.0023764272,0.0037829776,0.00006788941,0.00017662406],"genre_scores_gemma":[0.99137986,0.000009901149,0.006369215,0.00008452219,0.00024279962,0.0014451911,0.0003024201,0.000044382905,0.00012168664],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99842775,0.00007972475,0.00058930495,0.00040758448,0.00015875095,0.00033687774],"domain_scores_gemma":[0.99825555,0.00020832551,0.0004872161,0.0007034506,0.00023736098,0.00010809396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027030546,0.00026237813,0.0006201106,0.000052189465,0.0001229856,0.000054479246,0.0004549347,0.000062332045,0.0002803377],"category_scores_gemma":[0.000034203567,0.00018333607,0.000101882964,0.00007337282,0.00009539059,0.00024863024,0.000024157598,0.000032367694,0.000015758324],"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":[0.00031932606,0.00009599104,0.00008669676,0.00008487435,0.00005132076,1.17605154e-7,0.000088646346,0.00001920678,0.9861194,0.009433127,0.000039754857,0.0036615483],"study_design_scores_gemma":[0.0047571897,0.00012658387,0.00023617539,0.00013775894,0.00007365812,6.744004e-7,0.00013328504,0.0000016967008,0.97546417,0.014464232,0.0043429504,0.00026165842],"about_ca_topic_score_codex":0.00010537734,"about_ca_topic_score_gemma":0.000019490077,"teacher_disagreement_score":0.04740384,"about_ca_system_score_codex":0.00002485962,"about_ca_system_score_gemma":0.000100629266,"threshold_uncertainty_score":0.7476228},"labels":[],"label_agreement":null},{"id":"W2507967470","doi":"10.1088/0022-3727/49/36/364006","title":"Molecular beam epitaxial growth and characterization of Al(Ga)N nanowire deep ultraviolet light emitting diodes and lasers","year":2016,"lang":"en","type":"article","venue":"Journal of Physics D Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McGill University","funders":"","keywords":"Nanowire; Materials science; Molecular beam epitaxy; Optoelectronics; Diode; Heterojunction; Light-emitting diode; Ultraviolet; Dopant; Epitaxy; Laser; Nanotechnology; Optics; Doping","score_opus":0.0054008476713221665,"score_gpt":0.20311237681364047,"score_spread":0.1977115291423183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2507967470","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":[0.989943,0.000024021738,0.0094064055,0.00009819907,0.00013496263,0.00014207873,0.0000927786,0.0000071215586,0.00015143256],"genre_scores_gemma":[0.99883133,0.000032498414,0.00027593577,0.00007804264,0.0007106098,0.000005753858,0.000024935041,0.000036984202,0.0000039142615],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988033,0.000032235464,0.00049407687,0.00020993246,0.00023224104,0.00022816808],"domain_scores_gemma":[0.998619,0.000066361616,0.0008954659,0.00014155735,0.00015823475,0.000119338794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001395273,0.00024800352,0.0004954303,0.00003420517,0.000078122976,0.00005900164,0.00014385204,0.0000473292,0.000010022057],"category_scores_gemma":[0.0000038215135,0.00018463677,0.00012185653,0.00010933592,0.00009300344,0.0003291377,0.000051726984,0.0001224458,0.0000014591621],"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":[0.00003826772,0.00011026488,0.0021616935,0.00006377525,0.00011405958,0.0000011278457,0.0003449263,0.000011049065,0.9646169,0.017201925,0.000010474937,0.015325556],"study_design_scores_gemma":[0.0009812043,0.00006987844,0.00096364773,0.00014438554,0.000115151124,0.0000016537584,0.00014186186,0.000016531125,0.983955,0.0133064315,0.00008297408,0.00022127056],"about_ca_topic_score_codex":0.0000075657613,"about_ca_topic_score_gemma":7.5084095e-8,"teacher_disagreement_score":0.01933813,"about_ca_system_score_codex":0.000012593966,"about_ca_system_score_gemma":0.000046106048,"threshold_uncertainty_score":0.7529269},"labels":[],"label_agreement":null},{"id":"W2511134212","doi":"10.1063/1.4961680","title":"Molecular beam epitaxy growth of Al-rich AlGaN nanowires for deep ultraviolet optoelectronics","year":2016,"lang":"en","type":"article","venue":"APL Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McGill University","funders":"","keywords":"Molecular beam epitaxy; Materials science; Nanowire; Optoelectronics; Ultraviolet; Light-emitting diode; Epitaxy; Substrate (aquarium); Ternary operation; Wavelength; Wide-bandgap semiconductor; Nanotechnology; Layer (electronics)","score_opus":0.006945448756264798,"score_gpt":0.23402343495970324,"score_spread":0.22707798620343844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2511134212","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":[0.99507016,0.000074222386,0.0024950688,0.0002513812,0.000549299,0.00051921926,0.00084728346,0.000036574,0.00015680697],"genre_scores_gemma":[0.99858695,0.0000151137065,0.00057581754,0.00016110663,0.00022570533,0.0001513231,0.00014863846,0.00005625168,0.00007907226],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984448,0.00006894953,0.00052186556,0.00034345215,0.00014224344,0.00047871316],"domain_scores_gemma":[0.9989825,0.00011705166,0.0003172394,0.00034105312,0.00016055063,0.000081628816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003011765,0.00026138048,0.0005046847,0.000057966226,0.000062192485,0.000058901074,0.0002971832,0.00007146536,0.0009022532],"category_scores_gemma":[0.000025405056,0.00018772551,0.00012328097,0.00006474427,0.00006135459,0.00013835818,0.00004759026,0.000025631653,0.00003623812],"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":[0.00005266984,0.000066030414,0.00044603134,0.00006283734,0.0001017654,5.7804453e-7,0.000043972927,6.6361383e-7,0.9685229,0.029624555,0.0005582013,0.00051976147],"study_design_scores_gemma":[0.00085574994,0.00015417233,0.00024495815,0.00006706919,0.00006688673,7.9310144e-7,0.00003370277,5.151051e-7,0.98146325,0.015127638,0.0017271403,0.000258106],"about_ca_topic_score_codex":0.00026024322,"about_ca_topic_score_gemma":0.0000021638862,"teacher_disagreement_score":0.014496918,"about_ca_system_score_codex":0.00002154003,"about_ca_system_score_gemma":0.0000630484,"threshold_uncertainty_score":0.98790395},"labels":[],"label_agreement":null},{"id":"W2512133602","doi":"10.1109/ted.2016.2597156","title":"Study of Gate Width Influence on Extrinsic Transconductance in AlGaN/GaN Heterostructure Field-Effect Transistors With Polarization Coulomb Field Scattering","year":2016,"lang":"en","type":"article","venue":"IEEE Transactions on Electron Devices","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":20,"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 Alberta","funders":"National Natural Science Foundation of China","keywords":"Transconductance; Scattering; Optoelectronics; Materials science; Heterojunction; Field-effect transistor; Polarization (electrochemistry); Condensed matter physics; Transistor; Optics; Physics; Chemistry; Voltage","score_opus":0.0072753472537653505,"score_gpt":0.24141056316345763,"score_spread":0.23413521590969227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512133602","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":[0.9939165,0.000018202896,0.004984678,0.00015558692,0.00016473338,0.0006369385,0.000028163005,0.000038218157,0.000056974946],"genre_scores_gemma":[0.9996598,0.0000049617524,0.00002102357,0.00013068272,0.000033447897,0.00008105418,0.0000029245805,0.000031884054,0.00003422556],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99850774,0.00012877778,0.00037388783,0.00042385946,0.00022333759,0.000342405],"domain_scores_gemma":[0.99921083,0.00020826141,0.00016077296,0.0003099983,0.000047339683,0.00006276752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010947093,0.00030769975,0.00038849693,0.00018751883,0.000100818535,0.000034425513,0.00019832308,0.00007921538,0.00014815728],"category_scores_gemma":[0.0000012434348,0.00021447007,0.00008165743,0.0002823773,0.000032099168,0.00032581895,5.4817747e-7,0.00023238658,0.000004308107],"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":[0.0007530551,0.00044300506,0.017702252,0.00008756564,0.00016571904,0.0000040312534,0.000949517,0.0035408789,0.9627171,0.00003593482,0.000002244498,0.013598671],"study_design_scores_gemma":[0.002054771,0.0037884382,0.0064247334,0.00030036335,0.000096139636,0.0000018721555,0.00015266002,0.000013146507,0.9868054,0.000050534985,0.000021351056,0.00029058757],"about_ca_topic_score_codex":0.00066921127,"about_ca_topic_score_gemma":0.0013556364,"teacher_disagreement_score":0.024088277,"about_ca_system_score_codex":0.00004297412,"about_ca_system_score_gemma":0.000043063512,"threshold_uncertainty_score":0.87458354},"labels":[],"label_agreement":null},{"id":"W2512496922","doi":"10.1063/1.4961519","title":"The sensitivity of the electron transport within bulk zinc-blende gallium nitride to variations in the crystal temperature, the doping concentration, and the non-parabolicity coefficient associated with the lowest energy conduction band valley","year":2016,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"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, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Condensed matter physics; Gallium nitride; Doping; Gallium; Crystal (programming language); Gallium arsenide; Thermal conduction; Semiconductor; Electron; Wide-bandgap semiconductor; Monte Carlo method; Nitride; Materials science; Physics; Nanotechnology; Optoelectronics","score_opus":0.005528871666423445,"score_gpt":0.20262150525337566,"score_spread":0.19709263358695223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512496922","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":[0.99428546,0.000021984992,0.0025598085,0.0022319036,0.00017322678,0.00049681205,0.00004418577,0.000003088075,0.00018350402],"genre_scores_gemma":[0.9991561,0.000016785154,0.000006346805,0.00036316173,0.0003950883,0.00002546684,0.000005416095,0.000013097221,0.000018505505],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99848634,0.00035641663,0.00041493727,0.00013372576,0.00038336185,0.0002251903],"domain_scores_gemma":[0.9978987,0.0008379538,0.0007205448,0.00027323683,0.00023638492,0.000033166772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017921181,0.00017904851,0.00026772064,0.000009924427,0.00059178815,0.000119834316,0.00029768402,0.00003798318,0.0000030503659],"category_scores_gemma":[0.000014622548,0.000053656237,0.00010174301,0.00026970945,0.0002698197,0.00009194348,0.000018717592,0.00029848484,2.1113695e-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":[0.0007461543,0.0002380294,0.0020947529,0.000008926928,0.00043666808,7.8180835e-7,0.007094323,0.03333639,0.8497092,0.105759576,0.00039863234,0.00017653602],"study_design_scores_gemma":[0.0077073863,0.0002795241,0.05073701,0.0003478436,0.0008868026,0.00002259277,0.006032078,0.0017978111,0.9125026,0.016924145,0.0021932137,0.0005690249],"about_ca_topic_score_codex":0.00031617482,"about_ca_topic_score_gemma":0.0003224046,"teacher_disagreement_score":0.08883543,"about_ca_system_score_codex":0.000039981438,"about_ca_system_score_gemma":0.00023110966,"threshold_uncertainty_score":0.45516157},"labels":[],"label_agreement":null},{"id":"W2517745626","doi":"10.1109/nemo.2016.7561614","title":"A novel model for pHEMTs with accurate high-order derivatives","year":2016,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Carleton University","funders":"","keywords":"Piecewise; High-electron-mobility transistor; Artificial neural network; Discontinuity (linguistics); Computer science; Algorithm; Biological system; Electronic engineering; Mathematics; Artificial intelligence; Transistor; Engineering; Electrical engineering; Biology","score_opus":0.028826735858755708,"score_gpt":0.26127584187308195,"score_spread":0.23244910601432625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2517745626","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":[0.45755288,0.0000020409357,0.54090816,0.00028854315,0.000044103643,0.00018517773,0.00014729952,0.000024545008,0.0008472598],"genre_scores_gemma":[0.97175956,4.973706e-7,0.023603223,0.00013214718,0.00012634661,0.0000984572,0.000019510293,0.000022122145,0.004238124],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999395,0.0000048718503,0.00012711705,0.00020291455,0.000057454417,0.00021265619],"domain_scores_gemma":[0.9995604,0.00005272339,0.0000746953,0.0001544967,0.00010567137,0.000051986262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000042510037,0.000135459,0.00015485616,0.000018472256,0.000053688538,0.00003767866,0.00009621247,0.000019749881,0.0005945529],"category_scores_gemma":[0.0000024918925,0.00006895905,0.00003365586,0.00004150605,0.000029112325,0.00019798634,0.000020208641,0.000016283233,0.000016717404],"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":[0.000047643225,0.00007707399,0.00037297004,0.000013259112,0.00007344396,5.939222e-8,0.00010924601,0.00019291937,0.92345864,0.07324107,0.00060029695,0.00181336],"study_design_scores_gemma":[0.006170914,0.00018007179,0.0005102871,0.00012214319,0.00007298683,5.988199e-7,0.0003404989,0.009108619,0.95950246,0.018892488,0.0043674856,0.00073143566],"about_ca_topic_score_codex":0.00010055436,"about_ca_topic_score_gemma":0.000013875307,"teacher_disagreement_score":0.5173049,"about_ca_system_score_codex":0.0000064309575,"about_ca_system_score_gemma":0.00005601978,"threshold_uncertainty_score":0.6509937},"labels":[],"label_agreement":null},{"id":"W2519483524","doi":"10.1088/0268-1242/31/10/10lt01","title":"Molecular beam epitaxy growth and optical properties of single crystal Zn<sub>3</sub>N<sub>2</sub>films","year":2016,"lang":"en","type":"article","venue":"Semiconductor Science and Technology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":20,"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; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Molecular beam epitaxy; Sapphire; Single crystal; Epitaxy; Materials science; Crystal growth; Band gap; Optoelectronics; Electron mobility; Hall effect; Analytical Chemistry (journal); Crystallography; Chemistry; Optics; Nanotechnology; Electrical resistivity and conductivity; Laser; Physics","score_opus":0.010494673346371775,"score_gpt":0.20389063091936158,"score_spread":0.1933959575729898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2519483524","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":[0.9982087,0.00036107065,0.00005225798,0.0005448593,0.00024087788,0.00029717348,0.0000501931,0.000094998584,0.0001498781],"genre_scores_gemma":[0.9996416,0.00004511597,0.00013738102,0.000051284784,0.00005733098,0.00003378572,0.0000027617477,0.000026709304,0.000004019243],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99787086,0.000025740475,0.00041102275,0.0007315295,0.0003106894,0.00065014616],"domain_scores_gemma":[0.99885243,0.000039705123,0.00020573211,0.00041879545,0.00030673132,0.00017660297],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00031708527,0.00030760217,0.00045424193,0.00038396905,0.00019635573,0.00009181686,0.00041366243,0.00017614465,0.000013876398],"category_scores_gemma":[0.00012539182,0.00021636517,0.00005531696,0.0005717963,0.002729046,0.0005280664,0.00035406725,0.0001540201,0.0000095702435],"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":[0.0000104836445,0.0000813729,0.0017969952,0.000042144115,0.00002672243,0.0000036488852,0.00007335119,1.7309786e-7,0.98137844,0.011485818,0.000023992035,0.00507685],"study_design_scores_gemma":[0.0004957196,0.00023854809,0.00014622956,0.00012779204,0.00003493141,0.000021513295,0.00048554124,0.000006049146,0.99304944,0.005035563,0.00004623435,0.0003124455],"about_ca_topic_score_codex":0.00003026324,"about_ca_topic_score_gemma":0.0000027104636,"teacher_disagreement_score":0.011670984,"about_ca_system_score_codex":0.000028399338,"about_ca_system_score_gemma":0.00023815055,"threshold_uncertainty_score":0.999985},"labels":[],"label_agreement":null},{"id":"W2524666890","doi":"10.1007/s11082-016-0729-1","title":"Electroluminescent cooling mechanism in InGaN/GaN light-emitting diodes","year":2016,"lang":"en","type":"article","venue":"Optical and Quantum Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Crosslight Software (Canada)","funders":"","keywords":"Electroluminescence; Light-emitting diode; Materials science; Optoelectronics; Diode; Photon; Thermoelectric cooling; Optics; Thermoelectric effect; Layer (electronics); Physics; Nanotechnology","score_opus":0.00868884987801819,"score_gpt":0.22738337775752385,"score_spread":0.21869452787950566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2524666890","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":[0.9964664,0.00033241572,0.0017748832,0.00063328084,0.00010451946,0.00014227962,0.00000788819,0.00003107365,0.00050726644],"genre_scores_gemma":[0.99930423,0.00008465396,0.00015957812,0.00008051492,0.00022234068,0.000019652958,0.000007897532,0.00002644708,0.00009468746],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984615,0.00003894864,0.00032849828,0.00034640232,0.0001240899,0.0007005541],"domain_scores_gemma":[0.9995041,0.0000963378,0.00008095349,0.00015605007,0.000037700145,0.00012485211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002728095,0.00021224578,0.0003063346,0.0000578254,0.00009756733,0.00007011287,0.00012078291,0.00007131581,0.00009618168],"category_scores_gemma":[0.000018884175,0.00014647972,0.000060995208,0.00010966796,0.000032894186,0.00012950192,0.0000419145,0.00017462898,0.000018842975],"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":[0.000032046595,0.000060065275,0.0013567089,0.000013805423,0.00001902556,0.0000022085349,0.000047817804,4.877372e-7,0.67114276,0.32418308,0.000015244764,0.0031267446],"study_design_scores_gemma":[0.0011992609,0.00026544626,0.0002720468,0.00015281537,0.000040213705,0.000005917588,0.000112023736,0.00094820774,0.9505488,0.041735742,0.004274841,0.0004446408],"about_ca_topic_score_codex":0.000048304028,"about_ca_topic_score_gemma":0.000017644912,"teacher_disagreement_score":0.28244734,"about_ca_system_score_codex":0.00004759225,"about_ca_system_score_gemma":0.00007357697,"threshold_uncertainty_score":0.597327},"labels":[],"label_agreement":null},{"id":"W2541180939","doi":"10.1117/12.826267","title":"Modeling of GaN/AlN heterostructure-based nano pressure sensors","year":2009,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Thermionic emission; Heterojunction; Materials science; Quantum tunnelling; Optoelectronics; Linearity; Condensed matter physics; Physics; Electron","score_opus":0.01011504312096897,"score_gpt":0.22393232703972893,"score_spread":0.21381728391875995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2541180939","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":[0.9972722,0.000060068218,0.00007585648,0.00059932173,0.00021270194,0.00042381033,0.00015957882,0.00004557368,0.0011509077],"genre_scores_gemma":[0.97766113,0.000006202519,0.021721411,0.0000695037,0.00038487097,0.000030303445,0.000018674737,0.000039309107,0.000068616755],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980641,2.0672674e-8,0.0007248519,0.0003459267,0.0005043289,0.00036076107],"domain_scores_gemma":[0.998151,0.000052997533,0.00041231158,0.00007308717,0.0012057575,0.000104845436],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031980235,0.00032744833,0.00050819456,0.00007931033,0.00006447404,0.00008785522,0.0006788984,0.00014040721,0.00004571961],"category_scores_gemma":[0.00006814324,0.00026989036,0.0006623709,0.00018019084,0.0001042627,0.00033408683,0.000050415085,0.0002064822,6.5638403e-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":[0.00007677549,0.00009714261,0.00031766933,0.00032009784,0.0002910688,2.1056346e-8,0.00012645921,0.008412139,0.8350282,0.15488593,0.00034615997,0.0000983735],"study_design_scores_gemma":[0.001189673,0.00027782752,0.00022990165,0.0003380714,0.00024783786,0.0000018936704,0.00066190097,0.14512992,0.8477955,0.0030654154,0.0006967155,0.00036534265],"about_ca_topic_score_codex":0.000029927314,"about_ca_topic_score_gemma":4.3090758e-8,"teacher_disagreement_score":0.15182053,"about_ca_system_score_codex":0.000035776888,"about_ca_system_score_gemma":0.000036622652,"threshold_uncertainty_score":0.9999753},"labels":[],"label_agreement":null},{"id":"W2541440012","doi":"10.1109/icm.2011.6177379","title":"Extrinsic extraction pocedure for a small-signal GaN-HEMT model","year":2011,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"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 Calgary; École de Technologie Supérieure","funders":"","keywords":"High-electron-mobility transistor; Small-signal model; Extraction (chemistry); Optoelectronics; Gallium nitride; SIGNAL (programming language); Wide-bandgap semiconductor; Materials science; Electronic engineering; Computer science; Electrical engineering; Transistor; Engineering; Chemistry; Nanotechnology; Chromatography; Layer (electronics)","score_opus":0.06279306987578791,"score_gpt":0.26753594830517136,"score_spread":0.20474287842938343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2541440012","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":[0.82155144,0.000021153592,0.14520684,0.000036353136,0.00026311306,0.0004114224,0.00007259968,0.00007248564,0.032364592],"genre_scores_gemma":[0.9905666,8.304936e-7,0.0059612943,0.00011294978,0.00028095752,0.00008518141,0.00004568892,0.00002490144,0.002921568],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99925786,0.000011022895,0.00019937196,0.00023020474,0.000058729533,0.00024280498],"domain_scores_gemma":[0.99957216,0.00002149944,0.000092019785,0.00016640296,0.00006763858,0.00008030638],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008873885,0.00014916701,0.0001614881,0.00003946354,0.00007842418,0.00003800671,0.00011005706,0.000047265567,0.003051392],"category_scores_gemma":[0.0000012938515,0.0001278132,0.00011633528,0.000040326813,0.000014730081,0.00014914229,0.000012439565,0.00005687741,0.00004933891],"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":[0.00017074434,0.00044409512,0.002265842,0.00008208005,0.00013858732,0.0000011525029,0.000753644,0.00024204043,0.8325753,0.14693917,0.0047863293,0.011600968],"study_design_scores_gemma":[0.0014401621,0.0001407771,0.000630633,0.00002939907,0.00013075123,0.0000026028001,0.00091953645,0.013625387,0.9369609,0.042192876,0.0033556288,0.0005713608],"about_ca_topic_score_codex":0.00028919688,"about_ca_topic_score_gemma":0.000014385116,"teacher_disagreement_score":0.16901518,"about_ca_system_score_codex":0.000010341072,"about_ca_system_score_gemma":0.000056130422,"threshold_uncertainty_score":0.99785995},"labels":[],"label_agreement":null},{"id":"W2543566875","doi":"10.1007/s11082-011-9470-y","title":"Simulation for light power distribution of 3D InGaN/GaN MQW LED with textured surface","year":2011,"lang":"en","type":"article","venue":"Optical and Quantum Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Crosslight Software (Canada)","funders":"","keywords":"Ray tracing (physics); Materials science; Finite-difference time-domain method; Transmittance; Optics; Light-emitting diode; Optoelectronics; Power (physics); Surface (topology); Distributed ray tracing; Physics; Geometry; Mathematics","score_opus":0.011963891790628043,"score_gpt":0.23562490814327253,"score_spread":0.2236610163526445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2543566875","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":[0.9819933,0.000103064645,0.017084384,0.00004559358,0.00004721547,0.00025273056,0.000056953122,0.000014447871,0.0004023172],"genre_scores_gemma":[0.9992573,0.0000032516218,0.00050630554,0.000010708554,0.000035914272,0.000008051923,0.00012541923,0.000013968874,0.000039060826],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99926984,0.000016652184,0.00019639269,0.00017847611,0.00007560634,0.00026302703],"domain_scores_gemma":[0.9995549,0.00007362669,0.00009859327,0.00011306083,0.00009942409,0.000060430757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011079203,0.00013024238,0.00020893129,0.000010863785,0.00006650959,0.000021467875,0.000055288772,0.000052598778,0.00007599457],"category_scores_gemma":[0.000008471285,0.000096185846,0.000041605854,0.00006018232,0.00003826414,0.00008475839,0.000010772408,0.00007525821,0.0000019353067],"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":[0.001375796,0.0005661528,0.0036077742,0.00012495763,0.00025004338,8.983365e-7,0.00069349114,0.0012593444,0.3340797,0.6562329,0.00009009329,0.0017188492],"study_design_scores_gemma":[0.00515124,0.0033378243,0.0028687485,0.000110123176,0.0003916178,0.0000020226425,0.000363468,0.04631354,0.9052687,0.022944428,0.0123924455,0.00085580867],"about_ca_topic_score_codex":0.000025150324,"about_ca_topic_score_gemma":0.0000036858846,"teacher_disagreement_score":0.63328844,"about_ca_system_score_codex":0.00001260013,"about_ca_system_score_gemma":0.000048839516,"threshold_uncertainty_score":0.3922345},"labels":[],"label_agreement":null},{"id":"W2544265702","doi":"10.1109/icspc.2007.4728520","title":"High-speed, low input current transimpedance amplifier for led-photodiode pair","year":2007,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Transimpedance amplifier; Photodiode; Capacitance; Amplifier; Optoelectronics; Photodetector; Operational amplifier; Buffer amplifier; Electrical impedance; Bandwidth (computing); Instrumentation amplifier; Materials science; Diode; Output impedance; Current (fluid); Physics; Electrical engineering; Computer science; Engineering; CMOS; Telecommunications; Electrode","score_opus":0.01883639712044154,"score_gpt":0.2797335828370217,"score_spread":0.26089718571658016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2544265702","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":[0.92939204,0.00006322003,0.06705376,0.000111456946,0.0013185216,0.00055679557,0.00021255855,0.000074316325,0.0012173296],"genre_scores_gemma":[0.99658495,0.0000027150043,0.0012663368,0.00020122284,0.00089934695,0.000031773212,0.00014180862,0.000031162974,0.00084068143],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99871016,0.000016638065,0.0003626466,0.00032105698,0.00012640335,0.0004631223],"domain_scores_gemma":[0.99932426,0.00009084925,0.00009982227,0.00026029637,0.00008949637,0.00013524642],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003291045,0.00022144725,0.00028973343,0.00004809572,0.000095269745,0.00006858358,0.00017272391,0.000045854318,0.0012017018],"category_scores_gemma":[0.000002965141,0.00018595917,0.00016350178,0.00008349802,0.000032722848,0.00012598038,0.0000169737,0.00009070745,0.00006979995],"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":[0.00038283857,0.0008472981,0.012739633,0.00046404902,0.00024970277,0.0000031117686,0.0008133878,0.00021202327,0.71772504,0.124170445,0.028206527,0.11418594],"study_design_scores_gemma":[0.0020160459,0.00008925905,0.001086668,0.0000619824,0.00005702901,5.069836e-7,0.00024135191,0.00012385627,0.8043125,0.004594929,0.18688743,0.00052840647],"about_ca_topic_score_codex":0.00032762604,"about_ca_topic_score_gemma":0.000025308083,"teacher_disagreement_score":0.1586809,"about_ca_system_score_codex":0.000019179972,"about_ca_system_score_gemma":0.000045430552,"threshold_uncertainty_score":0.99971133},"labels":[],"label_agreement":null},{"id":"W2547061557","doi":"10.1139/cjp-2016-0304","title":"Piezoelectric interaction in controlling the effective electron temperature and the non-ohmic mobility characteristics in GaN and other III–V compounds at low lattice temperature","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Ohmic contact; Condensed matter physics; Physics; Electron; Indium; Lattice (music); Piezoelectricity; Electric field; Phonon; Electron mobility; Semiconductor; Optoelectronics; Electrode; Quantum mechanics","score_opus":0.00409171624412292,"score_gpt":0.2102422298789365,"score_spread":0.2061505136348136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2547061557","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":[0.99880075,0.00016878352,0.000018508543,0.00037791595,0.00019257724,0.00035065526,0.00004352833,0.0000012739188,0.000046031753],"genre_scores_gemma":[0.9992621,0.000012417593,0.0000022241748,0.00022830196,0.00043589377,0.000013031117,0.0000028227462,0.000014558341,0.000028638924],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99906665,0.00019059246,0.00028920374,0.00013494797,0.000070033675,0.0002485917],"domain_scores_gemma":[0.99909925,0.00034300005,0.00024886112,0.00011987234,0.000081682396,0.00010733952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004773422,0.00015631199,0.00034103362,0.000063327054,0.00013283225,0.000119619035,0.00011511723,0.000052592295,0.000016101323],"category_scores_gemma":[0.000018669978,0.000080240985,0.000056464552,0.0001315958,0.00012096607,0.00016114418,0.000008583747,0.00036907956,9.646602e-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":[0.0008179224,0.00007609271,0.13337424,0.000060447866,0.00019462538,0.000016449385,0.0047359117,0.00004502419,0.85044295,0.00278457,0.00017790997,0.0072738584],"study_design_scores_gemma":[0.061137367,0.0015703059,0.41663837,0.0042766747,0.00086113455,0.0002909927,0.005831047,0.0032331443,0.4694269,0.02814801,0.0059368955,0.0026491575],"about_ca_topic_score_codex":0.0027368476,"about_ca_topic_score_gemma":0.003931344,"teacher_disagreement_score":0.38101605,"about_ca_system_score_codex":0.00015838753,"about_ca_system_score_gemma":0.0001885265,"threshold_uncertainty_score":0.4137313},"labels":[],"label_agreement":null},{"id":"W2549339549","doi":"10.1063/1.4967180","title":"An electrically pumped 239 nm AlGaN nanowire laser operating at room temperature","year":2016,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":85,"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":"Nanowire; Materials science; Optoelectronics; Molecular beam epitaxy; Laser; Atmospheric temperature range; Substrate (aquarium); Wide-bandgap semiconductor; Wavelength; Ultraviolet; Scattering; Spontaneous emission; Epitaxy; Optics; Nanotechnology; Layer (electronics)","score_opus":0.0067382842055109275,"score_gpt":0.21396648783645433,"score_spread":0.2072282036309434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2549339549","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":[0.9970616,0.00000524742,0.0004917013,0.0006383767,0.00020464172,0.00034214792,0.00009522954,0.00010196062,0.001059101],"genre_scores_gemma":[0.9951176,9.037436e-7,0.0003402157,0.0026588992,0.0012712458,0.000097705444,0.00020597111,0.000079565434,0.00022789389],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99824,0.00005705944,0.00030785555,0.00058428536,0.00023585052,0.00057498313],"domain_scores_gemma":[0.9989991,0.000072080686,0.00015816352,0.00054744,0.000046502188,0.0001766905],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010925932,0.00037687607,0.00036054614,0.000025877282,0.0002886136,0.00016948144,0.00035021282,0.00007586784,0.0004289056],"category_scores_gemma":[0.000001450171,0.00027273776,0.000121825,0.00016534998,0.000048765367,0.00025605518,0.000070054055,0.00015835375,0.00024094984],"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":[0.000017936418,0.00008041712,0.0017843257,0.000009521376,0.00007082348,0.0000019599536,0.00016100172,0.00007040903,0.9868001,0.004365146,0.0027452288,0.00389315],"study_design_scores_gemma":[0.0009728788,0.000035389592,0.00056452025,0.000025821922,0.000040986084,4.4090925e-7,0.000051804713,0.0000135713335,0.99504215,0.00041286208,0.0023367608,0.0005028189],"about_ca_topic_score_codex":0.00006357409,"about_ca_topic_score_gemma":0.000003342663,"teacher_disagreement_score":0.008242064,"about_ca_system_score_codex":0.0000641504,"about_ca_system_score_gemma":0.000045029232,"threshold_uncertainty_score":0.99997246},"labels":[],"label_agreement":null},{"id":"W2554328459","doi":"10.1063/1.4967837","title":"Sub-milliwatt AlGaN nanowire tunnel junction deep ultraviolet light emitting diodes on silicon operating at 242 nm","year":2016,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":74,"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":"Research, Development and Engineering Command","keywords":"Light-emitting diode; Optoelectronics; Materials science; Nanowire; Ultraviolet; Molecular beam epitaxy; Diode; Silicon; Substrate (aquarium); Wide-bandgap semiconductor; Tunnel junction; Quantum efficiency; Epitaxy; Nanotechnology; Quantum tunnelling; Layer (electronics)","score_opus":0.009258433661151096,"score_gpt":0.20657573153759498,"score_spread":0.1973172978764439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2554328459","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":[0.99522084,0.000009917409,0.0015838936,0.0006108733,0.0004917778,0.00036976542,0.00005300303,0.00009291286,0.0015669923],"genre_scores_gemma":[0.9960707,0.0000029016874,0.000108181586,0.0019611681,0.0013932857,0.00012172482,0.00016376455,0.00008591142,0.00009239851],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980549,0.000052002088,0.00040850363,0.00064600457,0.00025907604,0.0005794882],"domain_scores_gemma":[0.99896854,0.00012908176,0.00026470068,0.00046692582,0.000040890864,0.00012984719],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015419806,0.0004404291,0.0004027512,0.000034033266,0.00039134177,0.000120683624,0.00024375757,0.0000724644,0.00015044697],"category_scores_gemma":[0.0000032626251,0.0003314486,0.00017003865,0.00012469116,0.00006795365,0.00019080273,0.00007725979,0.00015616357,0.0003567982],"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":[0.000021193835,0.00006647625,0.0033952375,0.0000216166,0.000068812,0.0000011630574,0.00033877106,0.00018285209,0.9747458,0.0037374233,0.00094025186,0.016480401],"study_design_scores_gemma":[0.0009006833,0.000030200117,0.0010998202,0.00009570795,0.000051171297,4.40203e-7,0.0001657379,0.000022392835,0.9950624,0.00027561816,0.0017863779,0.00050945615],"about_ca_topic_score_codex":0.00008783031,"about_ca_topic_score_gemma":0.0000046493437,"teacher_disagreement_score":0.020316593,"about_ca_system_score_codex":0.00009966966,"about_ca_system_score_gemma":0.0000197561,"threshold_uncertainty_score":0.99991375},"labels":[],"label_agreement":null},{"id":"W2555324329","doi":"10.1016/j.toxlet.2015.08.623","title":"Immunotoxicity of zinc oxide nanomaterials during single and repeated murine exposures","year":2015,"lang":"en","type":"article","venue":"Toxicology Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Health Canada","funders":"","keywords":"Materials science; Spintronics; Fermi level; Band gap; Atomic orbital; Condensed matter physics; Metal; Ferromagnetism; Half-metal; Spin polarization; Zigzag; Gallium; Oxide; Nanotechnology; Optoelectronics; Metallurgy; Physics; Electron","score_opus":0.020164794706791566,"score_gpt":0.23610824565284524,"score_spread":0.2159434509460537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2555324329","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":[0.99881536,0.00004644098,0.000013843222,0.00023533664,0.00034762692,0.00019212569,0.000040014085,0.000041763004,0.00026750713],"genre_scores_gemma":[0.999223,0.000001063544,0.00026089352,0.00023145326,0.00014762241,0.000020061492,0.000025113486,0.00001959575,0.00007122447],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998892,0.00012446851,0.00038575972,0.00024229665,0.000085605774,0.0002698873],"domain_scores_gemma":[0.9993554,0.00004192279,0.00023143641,0.00023711151,0.000042301035,0.000091858885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022278042,0.0001707474,0.00037777505,0.00006759815,0.000053501542,0.00003056789,0.000130883,0.000058650727,0.00024497794],"category_scores_gemma":[0.0000151766135,0.00015928499,0.00004885755,0.000055531957,0.00013766982,0.000109672284,0.000096164506,0.00005616562,0.000010208951],"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":[0.00008049508,0.0000767446,0.016067013,0.000028856372,0.000063717,0.0000074274176,0.00023244438,0.00001948007,0.98297954,0.00014688478,0.00025989476,0.00003749618],"study_design_scores_gemma":[0.0010561122,0.000098530974,0.0141634345,0.000018859848,0.000028335127,0.000008292746,0.00013371436,0.0000018852065,0.98393416,0.00014546384,0.00025159097,0.00015961054],"about_ca_topic_score_codex":0.0002713037,"about_ca_topic_score_gemma":0.0000044714006,"teacher_disagreement_score":0.0019035792,"about_ca_system_score_codex":0.000025790652,"about_ca_system_score_gemma":0.000023442228,"threshold_uncertainty_score":0.6495453},"labels":[],"label_agreement":null},{"id":"W2559973787","doi":"10.1017/s1431927616008497","title":"Strain at Coalescence of Patterned (Al)GaN Nanorod Arrays Formed by Selective Area Growth for Optoelectronic Devices","year":2016,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"GaN-based semiconductor devices and materials","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":"McGill University; McMaster University","funders":"","keywords":"Nanorod; Materials science; Coalescence (physics); Optoelectronics; Strain (injury); Nanotechnology; Physics; Biology","score_opus":0.007923106946889193,"score_gpt":0.24524048961830178,"score_spread":0.23731738267141259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559973787","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":[0.9800841,0.00038524592,0.016062275,0.0001921157,0.000053980453,0.000340572,0.0027915153,0.000017697166,0.00007250639],"genre_scores_gemma":[0.9983171,0.000048658243,0.000534063,0.00020571612,0.000044924585,0.000059945025,0.00029163415,0.000029636918,0.0004682751],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984048,0.00005328467,0.0004316888,0.0005134037,0.00009915304,0.00049769325],"domain_scores_gemma":[0.9990177,0.0001270845,0.0003660526,0.00022892853,0.0001628568,0.00009736978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001989644,0.00030054184,0.0005594652,0.000093998904,0.00018188835,0.00005231861,0.00021878697,0.00006752412,0.00028593896],"category_scores_gemma":[0.0000072072144,0.00021948556,0.00022495278,0.0001665944,0.00012659436,0.00017649122,0.00004350327,0.000048969112,0.0000050617386],"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":[0.00009629074,0.00007628295,0.0287559,0.00006495254,0.0004003179,1.5502172e-7,0.00019653501,2.7622886e-7,0.9669881,0.0000966904,0.0022179475,0.0011065464],"study_design_scores_gemma":[0.001147352,0.00013107984,0.0003820239,0.000077981014,0.0003231738,0.0000010323523,0.00020780721,0.0000086675045,0.99413353,0.00050969026,0.0027839867,0.00029369176],"about_ca_topic_score_codex":0.0003013436,"about_ca_topic_score_gemma":0.00016199128,"teacher_disagreement_score":0.028373877,"about_ca_system_score_codex":0.00007065883,"about_ca_system_score_gemma":0.00007065581,"threshold_uncertainty_score":0.89503616},"labels":[],"label_agreement":null},{"id":"W2562176173","doi":"10.1016/j.tsf.2016.12.018","title":"AlN film thickness effect on photoluminescence properties of AlN/carbon nanotubes shell/core nanostructures for deep ultra-violet optoelectronic devices","year":2016,"lang":"en","type":"article","venue":"Thin Solid Films","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Materials science; Photoluminescence; Nanorod; Optoelectronics; Raman spectroscopy; Nanostructure; Scanning electron microscope; Luminescence; Carbon nanotube; Nanotechnology; Fabrication; Silicon; Ultraviolet; Transmission electron microscopy; Composite material; Optics","score_opus":0.012642959131715663,"score_gpt":0.2459132514995487,"score_spread":0.23327029236783303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562176173","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":[0.99711704,0.00033867283,0.000048173562,0.0000766043,0.0006921239,0.00095494033,0.0001690638,0.000068684385,0.0005346815],"genre_scores_gemma":[0.9987797,0.000013954857,0.000119666685,0.0001267345,0.0003189158,0.00021813727,0.000051538664,0.00006288199,0.00030844536],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99801433,0.000092946895,0.00049235515,0.0005229329,0.00026213867,0.00061532034],"domain_scores_gemma":[0.9987425,0.00019587319,0.00032832896,0.0004990394,0.00013791904,0.00009631728],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034806624,0.00044548584,0.0006665152,0.000077758974,0.00014136602,0.00006249451,0.00050659943,0.00014294393,0.0003543396],"category_scores_gemma":[0.000032865046,0.00026626847,0.00021796444,0.0001077795,0.00016355536,0.00015837142,0.000044958364,0.00013448179,0.000015641377],"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":[0.00024510513,0.000054778327,0.003945136,0.000330711,0.00011634812,6.3230567e-7,0.00040057837,0.000035933837,0.9925924,0.0009438774,0.0002442852,0.0010901906],"study_design_scores_gemma":[0.0010576164,0.0006190201,0.00034909227,0.000703945,0.00008934114,0.0000021166488,0.00016150117,0.00018596216,0.99552554,0.0005536395,0.0003587125,0.00039353588],"about_ca_topic_score_codex":0.00039617045,"about_ca_topic_score_gemma":0.000027629263,"teacher_disagreement_score":0.0035960437,"about_ca_system_score_codex":0.000028034257,"about_ca_system_score_gemma":0.00009963974,"threshold_uncertainty_score":0.99997896},"labels":[],"label_agreement":null},{"id":"W2564119593","doi":"10.1109/led.2016.2641740","title":"Characterization of Dynamic Self-Heating in GaN HEMTs Using Gate Resistance Measurement","year":2016,"lang":"en","type":"article","venue":"IEEE Electron Device Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Direction Générale de l’Armement; Natural Sciences and Engineering Research Council of Canada; LabEx GANEX; Agence Nationale de la Recherche","keywords":"Materials science; Transistor; Optoelectronics; Transient (computer programming); Thermal resistance; Substrate (aquarium); Electrical impedance; Power semiconductor device; Voltage; Electrical engineering; Electronic engineering; Thermal; Computer science; Engineering; Physics","score_opus":0.014493013776296061,"score_gpt":0.23813616375813246,"score_spread":0.2236431499818364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564119593","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":[0.9968929,0.000021837817,0.0019811734,0.0005778139,0.00019147032,0.00023167543,0.000017209162,0.000029373428,0.00005653768],"genre_scores_gemma":[0.999241,0.0000035922667,0.00027622504,0.00027944322,0.00012341487,0.000016609936,0.000011420389,0.000028909277,0.000019383606],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985885,0.00009928851,0.00041090403,0.00027683037,0.00023315204,0.00039133633],"domain_scores_gemma":[0.99935025,0.000025050365,0.00030517808,0.000206513,0.00007168839,0.000041313004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003149167,0.0001795163,0.00025522136,0.000096934935,0.00004660187,0.00002562078,0.00013678674,0.000033026718,0.00004268886],"category_scores_gemma":[0.0000035879657,0.00015107766,0.00005762421,0.00017012667,0.00001944834,0.00021417096,0.000008539238,0.00007430515,0.00000702766],"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":[0.000020703037,0.000034932003,0.0042362222,0.000057412344,0.000031781445,8.6326213e-7,0.00012458426,0.000021837539,0.9950862,0.000046402176,0.0000101622945,0.00032889086],"study_design_scores_gemma":[0.00057155726,0.000017693035,0.004406072,0.00032949605,0.000027865235,3.7214747e-7,0.000017132374,0.00013914898,0.99394274,0.00006169595,0.0002743074,0.00021191966],"about_ca_topic_score_codex":0.00013719831,"about_ca_topic_score_gemma":0.00008278684,"teacher_disagreement_score":0.0023480924,"about_ca_system_score_codex":0.00021700615,"about_ca_system_score_gemma":0.00006282666,"threshold_uncertainty_score":0.6160768},"labels":[],"label_agreement":null},{"id":"W2566537000","doi":"","title":"Design, Microfabrication, and Characterization of Polar III-Nitride HFETs","year":2016,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Materials science; Optoelectronics; Gallium nitride; Nitride; Transistor; Amplifier; Wide-bandgap semiconductor; Voltage; Microfabrication; Heterojunction; Leakage (economics); Engineering physics; Electrical engineering; Nanotechnology; Engineering; CMOS; Fabrication","score_opus":0.018662842428875052,"score_gpt":0.2569846812756217,"score_spread":0.23832183884674663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566537000","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":[0.9870956,0.00006250885,0.0003945476,0.000065693246,0.00046156862,0.0005778569,0.0001076535,0.000027748834,0.011206818],"genre_scores_gemma":[0.9705904,0.00009113389,0.000015266553,0.0000022073295,0.00035122823,0.0000049832292,0.0005304496,0.0000391291,0.028375214],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980216,0.00040532468,0.00032868003,0.0005042303,0.00033109158,0.00040904793],"domain_scores_gemma":[0.99843246,0.00014905624,0.00043240216,0.00039824733,0.00041708985,0.00017073337],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003473177,0.00025003892,0.00041613373,0.00067877374,0.00036950136,0.0000923568,0.000377079,0.00017638014,0.0001933998],"category_scores_gemma":[0.000008158018,0.00024885748,0.000103618775,0.0003975578,0.00013743585,0.00029389415,0.00006931227,0.00029055777,0.0000152642],"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":[0.0002654877,0.00004804625,0.012967178,0.00010556091,0.00013514663,0.000013039613,0.00023883505,1.3428932e-7,0.9841085,0.0014534426,0.000092189206,0.0005724581],"study_design_scores_gemma":[0.00065471604,0.00012291558,0.032890905,0.00018688191,0.000073428186,0.0000016626506,0.00063808303,0.0000040006285,0.95929664,0.000604294,0.005235277,0.00029121956],"about_ca_topic_score_codex":0.006083954,"about_ca_topic_score_gemma":0.000109615365,"teacher_disagreement_score":0.024811866,"about_ca_system_score_codex":0.00012339752,"about_ca_system_score_gemma":0.0005896325,"threshold_uncertainty_score":0.99999636},"labels":[],"label_agreement":null},{"id":"W2570246620","doi":"10.1063/1.4973483","title":"DC voltage fields generated by RF plasmas and their influence on film growth morphology through static attraction to metal wetting layers: Beyond ion bombardment effects","year":2017,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Lakehead University","funders":"Northern Ontario Heritage Fund Corporation","keywords":"Wetting; Materials science; Substrate (aquarium); Electromagnetic shielding; Plasma; Electric field; Metal; Analytical Chemistry (journal); Composite material; Chemistry; Metallurgy","score_opus":0.012792945213847263,"score_gpt":0.25155488657734026,"score_spread":0.238761941363493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2570246620","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":[0.9960275,0.000012924176,0.0026372017,0.0000889821,0.00043511676,0.00020774399,0.00004209445,0.000006923225,0.00054150313],"genre_scores_gemma":[0.99870837,0.000007641099,0.0002970121,0.00040990414,0.0005086807,0.000013160292,0.00001795813,0.000020724294,0.000016535743],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990891,0.000026835987,0.0003158418,0.0001951895,0.00015138931,0.00022159726],"domain_scores_gemma":[0.99880254,0.00014272536,0.00066529115,0.00020395112,0.00008906004,0.00009640022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017071041,0.0002158885,0.00038168774,0.000026494014,0.00023934772,0.00017011858,0.00018850093,0.00005719124,0.000022743661],"category_scores_gemma":[0.000010666298,0.00016856038,0.00007499723,0.00003900735,0.00003924475,0.0003069906,0.000051777908,0.00024798154,0.000009728661],"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":[0.00010734849,0.00011316536,0.0003159311,0.00004157057,0.00014900662,0.0000034679042,0.00067975634,0.0032992908,0.99044526,0.0023903544,0.0012137736,0.0012411056],"study_design_scores_gemma":[0.00087645015,0.00029991326,0.0005771968,0.000058463993,0.00007075994,0.0000022524869,0.00026196474,0.00016855141,0.9885541,0.008476244,0.00046849807,0.00018556895],"about_ca_topic_score_codex":0.00010076914,"about_ca_topic_score_gemma":8.9497973e-7,"teacher_disagreement_score":0.0060858894,"about_ca_system_score_codex":0.000027302412,"about_ca_system_score_gemma":0.00003331338,"threshold_uncertainty_score":0.6873692},"labels":[],"label_agreement":null},{"id":"W2572177538","doi":"10.1063/1.4973999","title":"On the mechanism of highly efficient p-type conduction of Mg-doped ultra-wide-bandgap AlN nanostructures","year":2017,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":87,"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","keywords":"Materials science; Doping; Dopant; Band gap; Impurity; Thermal conduction; Nanowire; Electron mobility; Wide-bandgap semiconductor; Optoelectronics; Electrical resistivity and conductivity; Condensed matter physics; Conduction band; Nanostructure; Conductivity; Nanotechnology; Chemistry; Electron","score_opus":0.015050369158685718,"score_gpt":0.2282668195803451,"score_spread":0.21321645042165938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2572177538","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":[0.9956422,0.000002959444,0.00050244987,0.00035276156,0.0006383147,0.000359685,0.000070343565,0.000012993294,0.0024183218],"genre_scores_gemma":[0.9991266,7.8192056e-7,0.00004404177,0.00048170736,0.0002458929,0.000019415855,0.000039799223,0.000026271675,0.000015450973],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99899346,0.000032402095,0.00027789097,0.00025307245,0.00022787714,0.00021528701],"domain_scores_gemma":[0.99845666,0.00012967369,0.00059202727,0.0007229123,0.00006108432,0.0000376235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013094832,0.00021308658,0.00032085628,0.000024459861,0.00023123059,0.000059521426,0.00040795453,0.00003780029,0.00013848457],"category_scores_gemma":[0.000006529789,0.00015286135,0.000115613955,0.000055650617,0.00017258778,0.000048537524,0.00003935614,0.00012431268,0.000019348696],"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":[0.000037856855,0.000043662225,0.00005598562,0.000018825478,0.00007414183,1.4819133e-7,0.00021158461,0.0006169887,0.75381774,0.24418761,0.000710814,0.00022466351],"study_design_scores_gemma":[0.00044958483,0.00003318064,0.000295187,0.000027158914,0.000055324603,8.992608e-8,0.00012479254,0.000012872067,0.98723745,0.011488502,0.00011971649,0.000156115],"about_ca_topic_score_codex":0.0002575502,"about_ca_topic_score_gemma":5.6886813e-7,"teacher_disagreement_score":0.23341976,"about_ca_system_score_codex":0.000011344242,"about_ca_system_score_gemma":0.000027437145,"threshold_uncertainty_score":0.6233505},"labels":[],"label_agreement":null},{"id":"W2579269796","doi":"10.1021/acs.nanolett.6b05002","title":"An AlGaN Core–Shell Tunnel Junction Nanowire Light-Emitting Diode Operating in the Ultraviolet-C Band","year":2017,"lang":"en","type":"letter","venue":"Nano Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":130,"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":"Army Research Office; Natural Sciences and Engineering Research Council of Canada","keywords":"Nanowire; Optoelectronics; Materials science; Diode; Ultraviolet; Light-emitting diode; Tunnel junction; Core (optical fiber); Quantum tunnelling; Composite material","score_opus":0.02065888366583004,"score_gpt":0.2583081828844863,"score_spread":0.23764929921865627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2579269796","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":[0.89365757,0.000053167583,0.000030314373,0.1019671,0.0020395543,0.00063484214,0.000114599745,0.000052792628,0.0014500759],"genre_scores_gemma":[0.7464252,0.0000027827407,0.00008164158,0.2425316,0.009372169,0.00011294101,0.0010277276,0.000104950675,0.00034099421],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971162,0.00029200604,0.00062240113,0.0008036359,0.00041113675,0.00075461285],"domain_scores_gemma":[0.9980141,0.00012625734,0.0005777027,0.0011579498,0.000058889214,0.00006511219],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006073608,0.0006261118,0.000641845,0.00013951169,0.00059979205,0.0008441312,0.0011267782,0.00038509475,0.00022199903],"category_scores_gemma":[0.000013197447,0.00046698021,0.000238282,0.000093741546,0.00008763731,0.0002963443,0.000040987332,0.0011452733,0.00007060867],"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":[0.000003940708,0.000032715572,0.0032051622,0.00006876049,0.000048006343,0.00007045519,0.00081509695,0.000020366304,0.7559971,0.0000144457845,0.2391672,0.0005567347],"study_design_scores_gemma":[0.0020936674,0.00016159775,0.0022204295,0.0011149431,0.00034962146,0.000032815555,0.0010464134,0.00006876018,0.14468691,0.00015313616,0.8457752,0.002296535],"about_ca_topic_score_codex":0.0021071013,"about_ca_topic_score_gemma":0.000024178482,"teacher_disagreement_score":0.6113102,"about_ca_system_score_codex":0.000063519314,"about_ca_system_score_gemma":0.000076714554,"threshold_uncertainty_score":0.9997782},"labels":[],"label_agreement":null},{"id":"W2594169079","doi":"10.1117/12.2256232","title":"Enhanced electroluminescent cooling in GaN-based light-emitting diodes","year":2017,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"GaN-based semiconductor devices and materials","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":"Crosslight Software (Canada)","funders":"","keywords":"Electroluminescence; Light-emitting diode; Optoelectronics; Materials science; Diode; Gallium nitride; Wide-bandgap semiconductor; Electron; Photon; Nitride; Optics; Physics","score_opus":0.010726039287229967,"score_gpt":0.23922958711580666,"score_spread":0.2285035478285767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594169079","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":[0.99514693,0.000034665332,0.00004041185,0.0010095474,0.00026872623,0.00043694134,0.00003970325,0.000034485223,0.002988566],"genre_scores_gemma":[0.9902447,0.000008738333,0.008843064,0.00005055681,0.0005907069,0.00012496879,0.000010798281,0.000048490576,0.00007796422],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99807036,1.6231096e-8,0.0006754956,0.0003828298,0.00040219584,0.0004691148],"domain_scores_gemma":[0.9982273,0.00008233379,0.00066911464,0.00009503526,0.0008287484,0.00009745204],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00055211334,0.00031064163,0.00047455108,0.000077988465,0.00016790009,0.0002771391,0.0010395466,0.0001143195,0.000028146344],"category_scores_gemma":[0.00022036547,0.00026771319,0.00048700228,0.000112816044,0.00012242689,0.00047524655,0.00008189584,0.00026107425,0.000001481259],"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":[0.00007755502,0.00011171795,0.0030338352,0.00027597143,0.00016030125,5.1436107e-8,0.00011995283,0.00007411743,0.89334947,0.102371335,0.0002355234,0.0001901843],"study_design_scores_gemma":[0.0011840994,0.0001009029,0.0013894845,0.00044939676,0.00007368123,6.871086e-7,0.00057284307,0.007872942,0.98683095,0.0005751562,0.00065578485,0.00029406924],"about_ca_topic_score_codex":0.00006926657,"about_ca_topic_score_gemma":4.861823e-7,"teacher_disagreement_score":0.10179617,"about_ca_system_score_codex":0.00009314952,"about_ca_system_score_gemma":0.000047653768,"threshold_uncertainty_score":0.9999775},"labels":[],"label_agreement":null},{"id":"W2594236174","doi":"10.1038/srep42973","title":"High Operating Temperature and Low Power Consumption Boron Nitride Nanosheets Based Broadband UV Photodetector","year":2017,"lang":"en","type":"article","venue":"Scientific Reports","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":73,"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":"Army Research Office; Institute of Population and Public Health; King Saud University; U.S. Department of Defense","keywords":"Broadband; Photodetector; Boron nitride; Power consumption; Materials science; Optoelectronics; Boron; Ultraviolet; Power (physics); Telecommunications; Nanotechnology; Computer science; Chemistry; Physics","score_opus":0.010649563091570247,"score_gpt":0.24479473028148066,"score_spread":0.2341451671899104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594236174","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":[0.9929133,0.000066981534,0.00001064641,0.000055338343,0.006203977,0.00034436025,0.000048090973,0.000034859884,0.00032245842],"genre_scores_gemma":[0.9984536,7.789224e-7,0.00021741372,0.000037086393,0.0001692778,0.000025831316,0.00012592527,0.000021091213,0.0009490033],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99830717,0.000041266147,0.00038497217,0.000700801,0.00025797987,0.00030783314],"domain_scores_gemma":[0.9982537,0.000021908092,0.00045854095,0.0009782106,0.0001448836,0.00014277948],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00065935595,0.00021182811,0.00026454724,0.000065251945,0.0012497377,0.0022440949,0.0001544057,0.00007146466,0.0012388114],"category_scores_gemma":[0.00004136781,0.00017873541,0.00007215418,0.00004286972,0.0002131366,0.00039830123,0.00007132606,0.00011682586,0.000018578092],"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":[0.000007000947,0.0000360898,0.032050334,0.00003515235,0.00001646817,0.000037534726,0.00007867821,0.000021535574,0.9655563,0.000034910194,0.0018487984,0.00027715007],"study_design_scores_gemma":[0.00045184116,0.000022300981,0.012286733,0.00014124926,0.0000264696,0.000011679069,0.000046256784,0.00008162419,0.9839298,0.00044822288,0.002276322,0.00027748608],"about_ca_topic_score_codex":0.0004497512,"about_ca_topic_score_gemma":0.000019388992,"teacher_disagreement_score":0.019763602,"about_ca_system_score_codex":0.000017886265,"about_ca_system_score_gemma":0.00012716369,"threshold_uncertainty_score":0.9996742},"labels":[],"label_agreement":null},{"id":"W2595476656","doi":"10.1109/tpel.2017.2684094","title":"Instability Analysis and Oscillation Suppression of Enhancement-Mode GaN Devices in Half-Bridge Circuits","year":2017,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":129,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"China Scholarship Council; National Natural Science Foundation of China","keywords":"Oscillation (cell signaling); Electronic circuit; Instability; Parasitic element; Inductance; Capacitor; Control theory (sociology); Transistor; Gallium nitride; Overvoltage; Optoelectronics; Materials science; Physics; Electrical engineering; Mechanics; Engineering; Voltage; Computer science","score_opus":0.014909504561955703,"score_gpt":0.28319232720678994,"score_spread":0.2682828226448342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595476656","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":[0.9520456,0.000043513093,0.046886694,0.000056532426,0.00016179675,0.00018528239,0.00007713801,0.000009970331,0.00053346663],"genre_scores_gemma":[0.9998347,0.000026229249,0.000032359407,0.000012660325,0.000011491879,0.000017946268,0.000017795359,0.0000110443425,0.000035771845],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989466,0.00005416422,0.00031039445,0.00029546232,0.0001421398,0.00025123972],"domain_scores_gemma":[0.99917096,0.000039182607,0.00023022403,0.00044888427,0.000057946774,0.000052794672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018147622,0.00015288488,0.0002993943,0.00015659073,0.00020201337,0.000070189606,0.00015332234,0.00005614529,0.00037214856],"category_scores_gemma":[0.0000017704249,0.00014765482,0.0001071149,0.00014207883,0.00005524319,0.00027523027,0.0000018879722,0.0001460571,0.0000027332967],"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":[0.0001450166,0.0009750537,0.09108247,0.00010848393,0.00078714057,8.4312774e-7,0.001424179,0.003316529,0.8808145,0.0008488525,0.000013724413,0.020483216],"study_design_scores_gemma":[0.0007934806,0.00015769928,0.055863358,0.000044625354,0.00029570292,2.2866519e-7,0.000078766,0.0012802944,0.94028455,0.0005724034,0.00038015933,0.00024874593],"about_ca_topic_score_codex":0.0014537302,"about_ca_topic_score_gemma":0.0015085997,"teacher_disagreement_score":0.059470046,"about_ca_system_score_codex":0.000047826794,"about_ca_system_score_gemma":0.000066964756,"threshold_uncertainty_score":0.60211885},"labels":[],"label_agreement":null},{"id":"W2602688410","doi":"10.1109/ted.2017.2679727","title":"GaN Nanowire Schottky Barrier Diodes","year":2017,"lang":"en","type":"article","venue":"IEEE Transactions on Electron Devices","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":23,"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":"Division of Electrical, Communications and Cyber Systems; Queen's University; Queen's University Belfast; National Science Foundation","keywords":"Materials science; Optoelectronics; Schottky diode; Nanowire; Diode; Breakdown voltage; Gallium nitride; Schottky barrier; Transistor; Power semiconductor device; Epitaxy; Fabrication; Wide-bandgap semiconductor; Voltage; Nanotechnology; Electrical engineering; Layer (electronics)","score_opus":0.014329451427018296,"score_gpt":0.26767094331724284,"score_spread":0.25334149189022453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2602688410","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":[0.9815252,0.000073447,0.009895245,0.00028522,0.0008800497,0.0002429681,0.00012378709,0.0000961021,0.0068779862],"genre_scores_gemma":[0.9969945,0.0000144688365,0.00008601248,0.00013973609,0.00027914424,0.00006897749,0.000009550611,0.000039881284,0.0023677514],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986574,0.00004837058,0.0002483041,0.0003836683,0.00018936585,0.00047290372],"domain_scores_gemma":[0.9988682,0.000039711595,0.000198993,0.00068594894,0.000064557025,0.00014258309],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001315614,0.00027396993,0.0002826795,0.00008477512,0.0010843459,0.00043010258,0.0004714597,0.00007313618,0.0018153632],"category_scores_gemma":[0.0000012895644,0.00024685546,0.00018606629,0.000055071818,0.0000832053,0.0005376925,0.0000014236493,0.0002495268,0.00024466938],"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":[0.00020588652,0.0006487382,0.006829442,0.00011469468,0.00074713025,0.000007949455,0.0004876183,0.0008647216,0.9343747,0.0027148342,0.00087684335,0.05212746],"study_design_scores_gemma":[0.0005588506,0.0001285241,0.0010722324,0.000056789115,0.000099395584,0.000001586918,0.00009834773,0.00011405765,0.98406667,0.00071351795,0.0127221085,0.0003679077],"about_ca_topic_score_codex":0.00066245976,"about_ca_topic_score_gemma":0.00026084096,"teacher_disagreement_score":0.051759552,"about_ca_system_score_codex":0.00003137684,"about_ca_system_score_gemma":0.000087640874,"threshold_uncertainty_score":0.9999984},"labels":[],"label_agreement":null},{"id":"W2605393128","doi":"10.1117/12.2254543","title":"Electrical and optical properties of flexible nanowire blue light-emitting diodes under mechanical bending (Conference Presentation)","year":2017,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McGill University; University of Waterloo","funders":"","keywords":"Materials science; Light-emitting diode; Nanowire; Optoelectronics; Sapphire; Gallium nitride; Indium gallium nitride; Laser; Optics; Composite material; Layer (electronics)","score_opus":0.04762079356753011,"score_gpt":0.28472007241725483,"score_spread":0.23709927884972473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605393128","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":[0.99435204,0.00004014459,0.0011050691,0.000280956,0.00011609475,0.00013999126,0.0000047008643,0.000018587743,0.003942442],"genre_scores_gemma":[0.9984352,0.000002623739,0.0005941373,0.000013993537,0.00014021182,0.00001632278,0.0000032491123,0.0000114463455,0.0007828207],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991717,0.00002437116,0.00023892948,0.00022502901,0.000120449105,0.0002195717],"domain_scores_gemma":[0.9994512,0.000029753406,0.00013568264,0.00023394427,0.000069270056,0.00008013341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011706679,0.00012418319,0.0002282658,0.000027552422,0.00024554087,0.00023905604,0.00016895586,0.000045029272,0.00032548318],"category_scores_gemma":[0.000017247197,0.00009176499,0.00004852468,0.000023595794,0.00006533687,0.00028027978,0.00011817931,0.00007656143,0.000006226127],"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":[0.000017113623,0.000053614676,0.004045977,0.000029501614,0.000054461376,5.4059535e-7,0.00015067693,0.0000026804516,0.76127374,0.23210257,0.000033405755,0.0022357204],"study_design_scores_gemma":[0.00028808805,0.0000438594,0.0015718528,0.000065157015,0.00003482569,0.000001248775,0.00061640714,0.000659237,0.9935123,0.0030027272,0.000064725486,0.00013962777],"about_ca_topic_score_codex":0.00029952556,"about_ca_topic_score_gemma":0.0000054093057,"teacher_disagreement_score":0.23223852,"about_ca_system_score_codex":0.0000069785274,"about_ca_system_score_gemma":0.000043880187,"threshold_uncertainty_score":0.37420678},"labels":[],"label_agreement":null},{"id":"W2605909259","doi":"10.71781/16829","title":"Étude théorique des propriétés structurales et électroniques de l'alliage GaAsN","year":2004,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Materials science","score_opus":0.03106484932313368,"score_gpt":0.33782422948836033,"score_spread":0.30675938016522664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605909259","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":[0.9906327,0.00069137174,0.00015550511,0.00024772878,0.000555508,0.001518948,0.00068212755,0.0000062429444,0.0055098576],"genre_scores_gemma":[0.9750644,0.00019510307,0.01139612,0.000059212303,0.0004210102,0.0001688617,0.0048839897,0.0001039819,0.007707303],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9973983,0.00027942975,0.00062484085,0.0007398923,0.00020591506,0.00075161643],"domain_scores_gemma":[0.9985565,0.000065961074,0.00054587633,0.00041744078,0.00019655401,0.00021766113],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004434292,0.00066548237,0.00075078965,0.000072024086,0.00031049683,0.0011324027,0.0009152314,0.0003545298,0.0071457513],"category_scores_gemma":[0.000015932445,0.0006237716,0.0002308927,0.00012618006,0.00011575758,0.0006442005,0.0001380076,0.0005048441,0.00035004487],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020710957,0.00029472995,0.00494301,0.00046949857,0.00046424434,0.000027252665,0.019284908,0.00030371477,0.9329212,0.00783435,0.00009178719,0.033158243],"study_design_scores_gemma":[0.0007772741,0.00023683428,0.0067364844,0.0012642593,0.0002704826,0.000006429118,0.004001693,0.000012998508,0.9566709,0.0135132335,0.015680676,0.00082876],"about_ca_topic_score_codex":0.0077335457,"about_ca_topic_score_gemma":0.009304338,"teacher_disagreement_score":0.032329485,"about_ca_system_score_codex":0.00039348425,"about_ca_system_score_gemma":0.0018458065,"threshold_uncertainty_score":0.9999045},"labels":[],"label_agreement":null},{"id":"W2609142191","doi":"10.5515/kjkiees.2017.28.1.1","title":"ETRI 0.25 μm GaN MMIC Process and X-Band Power Amplifier MMIC","year":2017,"lang":"en","type":"article","venue":"The Journal of Korean Institute of Electromagnetic Engineering and Science","topic":"GaN-based semiconductor devices and materials","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":"Royal Canadian Military Institute","funders":"Ministry of Science, ICT and Future Planning","keywords":"Monolithic microwave integrated circuit; Amplifier; Power (physics); X band; Optoelectronics; Gallium nitride; Materials science; Electrical engineering; Electronic engineering; Engineering; Physics; Nanotechnology; CMOS","score_opus":0.007704399626212127,"score_gpt":0.23798691764667554,"score_spread":0.2302825180204634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609142191","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":[0.9977364,0.00031772288,0.00016606183,0.00010908308,0.00028519778,0.000066156186,0.0000034937507,0.000003974904,0.0013119117],"genre_scores_gemma":[0.99964195,0.000053257863,0.00015375804,0.00001034304,0.00009239865,6.9810244e-7,2.5115037e-7,0.000006678203,0.0000406508],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992072,0.000008560231,0.0002468785,0.00011051881,0.00019734907,0.00022950504],"domain_scores_gemma":[0.9992337,0.00002940588,0.0002879723,0.00022030683,0.00012112373,0.00010749203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006158685,0.000120347,0.00021174012,0.00010241905,0.00027862724,0.00015551658,0.00046095,0.00001939168,0.000015947164],"category_scores_gemma":[0.000052064624,0.00008000698,0.000029991761,0.000093746894,0.00044275436,0.0003925856,0.000017045595,0.00014440167,3.640199e-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":[0.000015613212,0.000017492377,0.0013927226,0.0000312151,0.000018115583,0.0000017179798,0.00039502385,0.00023550638,0.9953343,0.0018237795,0.00001911005,0.00071540277],"study_design_scores_gemma":[0.0015694291,0.0014176127,0.059101585,0.00046788575,0.00019161076,0.00023887983,0.0003895277,0.00084348983,0.9312949,0.0030399708,0.0009734506,0.00047163133],"about_ca_topic_score_codex":0.00008070573,"about_ca_topic_score_gemma":0.0000021326284,"teacher_disagreement_score":0.06403937,"about_ca_system_score_codex":0.000009462173,"about_ca_system_score_gemma":0.00013634124,"threshold_uncertainty_score":0.32625902},"labels":[],"label_agreement":null},{"id":"W2611276947","doi":"10.1021/acs.nanolett.7b01068","title":"AlN/h-BN Heterostructures for Mg Dopant-Free Deep Ultraviolet Photonics","year":2017,"lang":"en","type":"article","venue":"Nano Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":101,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McGill University","funders":"Army Research Office; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Materials science; Optoelectronics; Light-emitting diode; Dopant; Heterojunction; Ultraviolet; Doping; Boron nitride; Diode; Nanowire; Wide-bandgap semiconductor; Electrode; Nanotechnology; Chemistry","score_opus":0.013284348988964516,"score_gpt":0.25562718364654524,"score_spread":0.24234283465758072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611276947","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":[0.9956654,0.00002739362,0.00054739503,0.0010581072,0.0012989622,0.00038481384,0.00044899722,0.000033077828,0.0005358846],"genre_scores_gemma":[0.99588406,0.0000021146468,0.0014457717,0.0017807826,0.0005709309,0.00006685111,0.000111112466,0.000039632614,0.00009874246],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988511,0.000020575959,0.00023510914,0.00033712425,0.00013255802,0.00042353],"domain_scores_gemma":[0.99853104,0.000042294323,0.00026595968,0.0010293786,0.000040474057,0.00009085768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010924737,0.00023568362,0.0002849888,0.00003385573,0.0004323213,0.00035580376,0.00081391376,0.0000580786,0.00033871847],"category_scores_gemma":[0.00001616337,0.00020668376,0.00018490083,0.000016010212,0.000093811715,0.00019334834,0.00007189518,0.000077236815,0.000019476862],"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":[0.000027486825,0.000017396322,0.0044558425,0.000027428401,0.00005729667,0.0000015413696,0.000090630754,0.000015089995,0.9849712,0.00058994256,0.008327817,0.0014182949],"study_design_scores_gemma":[0.002532424,0.00006176057,0.004521424,0.000050948485,0.00009535751,0.0000018220296,0.00010182117,0.00004117129,0.9409156,0.0028060335,0.04832437,0.000547301],"about_ca_topic_score_codex":0.0003730452,"about_ca_topic_score_gemma":0.000022102651,"teacher_disagreement_score":0.044055667,"about_ca_system_score_codex":0.00001833942,"about_ca_system_score_gemma":0.00002179659,"threshold_uncertainty_score":0.8428319},"labels":[],"label_agreement":null},{"id":"W2611375362","doi":"10.1149/ma2009-02/29/2283","title":"Molecular Beam Epitaxial Growth and Photoluminescence Properties of Homogeneous InN Nanowires on Si(111) - Invited Talk","year":2009,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"","keywords":"Homogeneous; Molecular beam epitaxy; Photoluminescence; Nanowire; Epitaxy; Materials science; Optoelectronics; Nanotechnology; Physics; Statistical physics","score_opus":0.011274224438243318,"score_gpt":0.2123533274157509,"score_spread":0.20107910297750756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611375362","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":[0.9956942,0.00016898142,6.1299494e-7,0.00026702334,0.00014257779,0.00020443035,0.000025517542,0.00003532477,0.0034613283],"genre_scores_gemma":[0.9993355,0.000004622702,0.00011233818,0.00037132384,0.000120475335,0.000007867294,0.000015359808,0.000019624616,0.000012838551],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99885213,0.00003625738,0.00036690058,0.00028737396,0.00018410012,0.00027323418],"domain_scores_gemma":[0.9993448,0.000042367315,0.0002601917,0.00018727835,0.000074407675,0.00009094017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015279907,0.00021336571,0.00027962847,0.000067933346,0.00008986922,0.00006974528,0.00014372062,0.000051286057,0.000011847268],"category_scores_gemma":[0.00006391829,0.00018778203,0.000060231003,0.00009064931,0.00006696406,0.00008792482,0.000028469009,0.00010426384,0.0000045240195],"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":[0.000041579304,0.00012929883,0.00059168256,0.000051716914,0.000021558017,0.0000123082145,0.00019368382,0.00036373013,0.9981918,0.000025054014,0.000072213064,0.00030537733],"study_design_scores_gemma":[0.00025390065,0.00017354949,0.0016917164,0.00033777632,0.000021932254,0.0000030776405,0.00010107804,0.000025158959,0.99687034,0.00013513704,0.00017998266,0.00020636777],"about_ca_topic_score_codex":0.0010216394,"about_ca_topic_score_gemma":0.0000021973215,"teacher_disagreement_score":0.0036413462,"about_ca_system_score_codex":0.000007880364,"about_ca_system_score_gemma":0.0000288063,"threshold_uncertainty_score":0.7657529},"labels":[],"label_agreement":null},{"id":"W2612670976","doi":"10.1016/bs.semsem.2016.08.001","title":"InN Nanowires","year":2016,"lang":"en","type":"book-chapter","venue":"Semiconductors and semimetals","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":9,"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","funders":"","keywords":"Nanowire; Materials science; Nanotechnology","score_opus":0.01715193700507201,"score_gpt":0.2325545757121777,"score_spread":0.2154026387071057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612670976","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":[0.17202397,0.0034178277,0.000009215695,0.00028703184,0.0018627793,0.00061332097,0.0016063795,0.00014506438,0.82003444],"genre_scores_gemma":[0.2128836,0.00036618518,0.000067014385,0.00061493507,0.001456636,0.00002615861,0.0002840514,0.0002166362,0.7840848],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99758554,0.000034705776,0.00070357067,0.0008673767,0.00028764954,0.0005211686],"domain_scores_gemma":[0.99831235,0.0001371312,0.0005132573,0.0006336382,0.00012107469,0.0002825526],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024800713,0.0008118312,0.0010679127,0.00020414233,0.0001691371,0.00016124586,0.00032486994,0.00031545712,0.012539417],"category_scores_gemma":[0.0000072070784,0.00060495496,0.00033654718,0.00003043367,0.00024378547,0.0002539901,0.00020125418,0.00032024505,0.00043258746],"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":[0.000020969483,0.00003018474,0.0005263784,0.00011229856,0.00082801655,0.0000129216605,0.00016425001,1.8813128e-7,0.48015237,0.4680875,0.038529746,0.011535189],"study_design_scores_gemma":[0.00055375736,0.00006526571,0.0000097186985,0.00048704963,0.00025907802,0.000009004719,0.00004737042,8.614383e-7,0.04143527,0.10735532,0.84865874,0.001118589],"about_ca_topic_score_codex":0.000075615586,"about_ca_topic_score_gemma":0.0000030509384,"teacher_disagreement_score":0.810129,"about_ca_system_score_codex":0.000034420504,"about_ca_system_score_gemma":0.000117936994,"threshold_uncertainty_score":0.99964017},"labels":[],"label_agreement":null},{"id":"W2613874610","doi":"10.71781/17191","title":"Calculs des propriétés électroniques du GaAsN, de nanotubes de carbone et de polymères à faible gap par méthodes ab initio","year":2007,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"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; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Materials science; Physical chemistry; Carbon nanotube; Chemistry; Nanotechnology","score_opus":0.013088000868198833,"score_gpt":0.23965764739330978,"score_spread":0.22656964652511094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613874610","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":[0.9720851,0.011772006,0.004186222,0.00020120417,0.0007646416,0.00058152736,0.00026897798,0.00015057961,0.009989752],"genre_scores_gemma":[0.9852407,0.001287383,0.005596818,0.00023973915,0.0006448333,0.0000890515,0.000874069,0.000087991,0.0059394],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9962092,0.00063940755,0.0006429001,0.0007509065,0.0004878345,0.0012697501],"domain_scores_gemma":[0.9977712,0.00026290832,0.000559563,0.00040013107,0.0004171116,0.000589111],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00084406894,0.0007722543,0.000728752,0.0003347416,0.0045533576,0.0002567262,0.0005063402,0.000626073,0.00013152893],"category_scores_gemma":[0.00005887643,0.0008835566,0.0004918291,0.0002916048,0.00047786316,0.00057462254,0.00013195974,0.0006115238,0.000030311277],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00087247073,0.000538907,0.11395536,0.0005460098,0.00085459463,0.0008725309,0.03839307,0.0016527654,0.78574294,0.05476843,0.00031352972,0.0014893877],"study_design_scores_gemma":[0.0013991939,0.0002527388,0.050209593,0.0010307622,0.0009451631,0.00041406968,0.028397558,0.0005512058,0.8989215,0.004578392,0.012140462,0.0011593569],"about_ca_topic_score_codex":0.21594322,"about_ca_topic_score_gemma":0.0144293895,"teacher_disagreement_score":0.20151383,"about_ca_system_score_codex":0.007194817,"about_ca_system_score_gemma":0.006823827,"threshold_uncertainty_score":0.9993615},"labels":[],"label_agreement":null},{"id":"W2617321834","doi":"10.1149/ma2005-01/1/7","title":"RR-P3HT OTFTs Using Low-temperature PECVD Silicon Nitride as Gate Dielectric and Encapsulation","year":2006,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"GaN-based semiconductor devices and materials","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 Waterloo","funders":"","keywords":"Plasma-enhanced chemical vapor deposition; Materials science; Silicon nitride; Optoelectronics; Dielectric; Gate dielectric; Thin-film transistor; Nitride; Silicon; Nanotechnology; Transistor; Electrical engineering; Engineering","score_opus":0.008926580535691672,"score_gpt":0.23294112089836866,"score_spread":0.22401454036267698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617321834","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":[0.9839562,0.00020660525,0.0000010675192,0.000044700613,0.0002844388,0.00018875365,0.000019798303,0.00005511243,0.015243322],"genre_scores_gemma":[0.9984656,0.0000034699299,0.00015841775,0.00004326814,0.00095210935,0.0000056152385,0.00009480372,0.00003364933,0.00024306668],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998676,0.00005116066,0.00039229347,0.00033889647,0.00016752462,0.00037409813],"domain_scores_gemma":[0.9992882,0.000090308466,0.00028098124,0.00016782002,0.00008133201,0.00009134297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026989143,0.00023814007,0.00024523103,0.000086950975,0.00022961352,0.00023573397,0.000085285195,0.00009436749,0.00009018565],"category_scores_gemma":[0.000024720686,0.00023142692,0.00006203844,0.00014828438,0.000025951502,0.00019792697,0.000026666836,0.00018344232,0.000032587646],"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":[0.000011446659,0.00004466386,0.004790759,0.000036582012,0.000015341653,0.0000056427525,0.00007305849,0.009359295,0.98536146,0.00009660914,0.00008530627,0.0001198314],"study_design_scores_gemma":[0.00048292504,0.000023387742,0.022168895,0.00016159359,0.000051205254,0.0000060930174,0.000094602954,0.00061474205,0.9739106,0.0016350305,0.0005235223,0.0003273767],"about_ca_topic_score_codex":0.00349792,"about_ca_topic_score_gemma":0.0000132080795,"teacher_disagreement_score":0.017378135,"about_ca_system_score_codex":0.000028237679,"about_ca_system_score_gemma":0.00006376124,"threshold_uncertainty_score":0.9437316},"labels":[],"label_agreement":null},{"id":"W2619017763","doi":"10.1109/led.2017.2696946","title":"AlGaN/GaN MOS-HEMT Device Fabricated Using a High Quality PECVD Passivation Process","year":2017,"lang":"en","type":"article","venue":"IEEE Electron Device Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transconductance; High-electron-mobility transistor; Passivation; Materials science; Analytical Chemistry (journal); Electrical engineering; Nanotechnology; Chemistry; Voltage; Layer (electronics); Transistor; Organic chemistry; Engineering","score_opus":0.03725517342034805,"score_gpt":0.32829440259884474,"score_spread":0.2910392291784967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619017763","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":[0.9936054,0.000022470485,0.0019520199,0.002930605,0.0005775966,0.00044766002,0.00004555848,0.00011060012,0.00030813177],"genre_scores_gemma":[0.9961678,0.0000013033588,0.00026796368,0.002163817,0.0010807705,0.000059662012,0.00012379036,0.000070872564,0.00006401715],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9973827,0.00016571613,0.00059263455,0.0006702888,0.0003729658,0.0008156931],"domain_scores_gemma":[0.9977378,0.00007102713,0.0009592101,0.00088294543,0.00019590715,0.00015308897],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040313503,0.00043353508,0.0005210485,0.00009581522,0.00074250944,0.00055260916,0.0007365924,0.000102446924,0.0001875233],"category_scores_gemma":[0.000023592365,0.00042890382,0.0001449689,0.00017743083,0.000096989446,0.00074651034,0.000039086535,0.00031902263,0.000072376955],"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":[0.00003756406,0.00007746989,0.016055193,0.00009028112,0.0001262094,0.000003411121,0.000214724,0.00023852252,0.98151547,0.0003598318,0.0006012438,0.00068009325],"study_design_scores_gemma":[0.0010246622,0.000046048117,0.014210605,0.000087433094,0.0001443345,0.000002874756,0.00013750915,0.00032698212,0.98120785,0.00057627045,0.0015034261,0.0007320106],"about_ca_topic_score_codex":0.004800168,"about_ca_topic_score_gemma":0.00007015251,"teacher_disagreement_score":0.004730015,"about_ca_system_score_codex":0.00012790089,"about_ca_system_score_gemma":0.00013867367,"threshold_uncertainty_score":0.9998163},"labels":[],"label_agreement":null},{"id":"W2622997068","doi":"10.14447/jnmes.v19i1.340","title":"Degradation of InGaN/GaN LEDs under Forward-bias Operations in Salty Water Vapor","year":2016,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Light-emitting diode; Materials science; Optoelectronics; Degradation (telecommunications); Water vapor; Electrode; Stress (linguistics); Chemistry; Computer science; Telecommunications","score_opus":0.026882410716043376,"score_gpt":0.2690720911581865,"score_spread":0.2421896804421431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2622997068","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":[0.9907917,0.000041463,0.007830265,0.00027794307,0.0006362112,0.00034021382,0.000050697934,0.000006443719,0.000025081581],"genre_scores_gemma":[0.9986045,0.000004831981,0.0001227327,0.000018805285,0.0009133225,0.000020563566,0.000038434857,0.000025661238,0.0002511683],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981373,0.000079214915,0.0011084108,0.0001458905,0.0002177262,0.00031148252],"domain_scores_gemma":[0.998988,0.0000792448,0.00041486498,0.00013492418,0.00027744749,0.00010557178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066195,0.00017005386,0.0005768858,0.00010425213,0.00003356351,0.00007971806,0.00018684905,0.00008470548,0.00021395492],"category_scores_gemma":[0.000032956606,0.00009591751,0.00012863465,0.00005974294,0.00001998323,0.0002536286,0.000016313497,0.000054957993,0.0000052650385],"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":[0.00014592944,0.000060276754,0.00035172157,0.00006410013,0.00007394254,3.2555653e-7,0.00008810231,0.000023448254,0.99752957,0.0011365892,0.00043306622,0.000092953735],"study_design_scores_gemma":[0.0014926214,0.0001769972,0.000057113055,0.00019987192,0.000049299004,0.000010316399,0.00008423191,0.000006573203,0.99414796,0.0026939348,0.00094787346,0.00013319394],"about_ca_topic_score_codex":0.00025693642,"about_ca_topic_score_gemma":0.000011117106,"teacher_disagreement_score":0.007812799,"about_ca_system_score_codex":0.00010299634,"about_ca_system_score_gemma":0.00015871492,"threshold_uncertainty_score":0.39114022},"labels":[],"label_agreement":null},{"id":"W267664663","doi":"10.1007/s10854-015-3055-7","title":"A 2015 perspective on the nature of the steady-state and transient electron transport within the wurtzite phases of gallium nitride, aluminum nitride, indium nitride, and zinc oxide: a critical and retrospective review","year":2015,"lang":"en","type":"article","venue":"Journal of Materials Science Materials in Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":38,"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, Okanagan Campus; University of British Columbia","funders":"","keywords":"Wide-bandgap semiconductor; Materials science; Gallium nitride; Band gap; Semiconductor; Wurtzite crystal structure; Indium gallium nitride; Nitride; Optoelectronics; Nanotechnology; Zinc; Metallurgy","score_opus":0.012141672070211437,"score_gpt":0.2874222093767102,"score_spread":0.27528053730649876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W267664663","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":[0.99053276,0.005898475,0.0000065770837,0.0018593108,0.0005913953,0.00077873253,0.00026215307,0.000004152811,0.00006647701],"genre_scores_gemma":[0.99820894,0.0012664308,0.000061504965,0.00025597445,0.00014537001,0.00001986187,0.000002388977,0.000024281415,0.000015239657],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9964545,0.00054152415,0.0012749763,0.0003894385,0.0007997027,0.0005398726],"domain_scores_gemma":[0.9971587,0.0002720887,0.0012420412,0.00036418764,0.000821037,0.00014194143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006572429,0.0003564924,0.0010073126,0.0001676324,0.00019233533,0.00017762928,0.00062985375,0.00009598983,0.000045903846],"category_scores_gemma":[0.00044107536,0.00018559438,0.00008847807,0.0004797813,0.0011826901,0.00038737807,0.00008917365,0.00046900264,4.576964e-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":[0.0005673209,0.00013323159,0.00057600334,0.00020077567,0.00006140807,0.0000037412613,0.0012548948,0.00001319777,0.9842494,0.012789082,0.00013618104,0.000014768794],"study_design_scores_gemma":[0.00094003615,0.00084452244,0.0020496433,0.0010348377,0.00019961057,0.00007760497,0.0014185914,0.0000028729019,0.9793344,0.013772338,0.00011178122,0.00021372958],"about_ca_topic_score_codex":0.0002527754,"about_ca_topic_score_gemma":0.00003593967,"teacher_disagreement_score":0.0076762214,"about_ca_system_score_codex":0.00016941951,"about_ca_system_score_gemma":0.0009271134,"threshold_uncertainty_score":0.75683194},"labels":[],"label_agreement":null},{"id":"W2728154772","doi":"10.14447/jnmes.v13i4.138","title":"Electrochemical Characterization of InN Thin Films for Biosensing Applications","year":2010,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Photocurrent; Photocathode; Materials science; Thin film; Electrochemistry; Cathodic protection; Electrode; Optoelectronics; Analytical Chemistry (journal); Characterization (materials science); Biasing; Nanotechnology; Chemistry; Electron; Voltage; Physical chemistry","score_opus":0.010851965084468318,"score_gpt":0.25336120692623465,"score_spread":0.24250924184176634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728154772","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":[0.956497,0.000025497115,0.04149323,0.00014397175,0.00080946565,0.0008525715,0.00014489927,0.000014031444,0.000019336872],"genre_scores_gemma":[0.9954574,0.0000034351278,0.0016609303,0.00004567303,0.002381,0.00007422428,0.0002779865,0.00004043363,0.00005888838],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99815655,0.000026001393,0.0010826017,0.00019359692,0.00020863529,0.0003325992],"domain_scores_gemma":[0.9977053,0.00012372536,0.0012554124,0.00018321798,0.0005910952,0.00014125652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051164115,0.00020420164,0.0006376646,0.000084730214,0.00006141699,0.00011004745,0.00025245006,0.00013219818,0.00007547345],"category_scores_gemma":[0.00005019139,0.00017336059,0.00019758425,0.00010521197,0.000030741507,0.00015110998,0.000017074004,0.0001378696,0.0000016517894],"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":[0.00020611558,0.00007504688,0.000031945347,0.00014521001,0.00009221481,5.79779e-8,0.000037320937,3.7017554e-7,0.9957824,0.0027502836,0.0007930407,0.00008602598],"study_design_scores_gemma":[0.0008494089,0.00015847597,0.000012122552,0.00006589013,0.000091137634,0.000018547917,0.000027126294,0.000041779498,0.98411655,0.001523994,0.012929157,0.00016579738],"about_ca_topic_score_codex":0.000020352225,"about_ca_topic_score_gemma":4.2656967e-7,"teacher_disagreement_score":0.0398323,"about_ca_system_score_codex":0.000027307507,"about_ca_system_score_gemma":0.00020638954,"threshold_uncertainty_score":0.7069439},"labels":[],"label_agreement":null},{"id":"W2733163590","doi":"10.1063/1.4989836","title":"Use of a bilayer lattice-matched AlInGaN barrier for improving the channel carrier confinement of enhancement-mode AlInGaN/GaN hetero-structure field-effect transistors","year":2017,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Optoelectronics; Wurtzite crystal structure; Transistor; Field-effect transistor; Condensed matter physics; Voltage; Physics","score_opus":0.02252296299398318,"score_gpt":0.2706207816399023,"score_spread":0.2480978186459191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733163590","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":[0.99349093,0.000016881386,0.005063387,0.000049784707,0.0005130561,0.0005270622,0.00026166215,0.0000030518825,0.0000741505],"genre_scores_gemma":[0.9986544,0.000002100334,0.0005112038,0.00008680819,0.00066161,0.000019071134,0.000014780867,0.00003079784,0.000019227804],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99862427,0.000031873406,0.0006729615,0.00017270219,0.00025412807,0.00024406686],"domain_scores_gemma":[0.99735826,0.00019510396,0.001689953,0.00045916633,0.00021541718,0.0000821169],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030245198,0.00024674722,0.00064279884,0.000033467633,0.00021128866,0.000097876546,0.00039638794,0.00006815883,0.00006643775],"category_scores_gemma":[0.000013902967,0.00016656693,0.00033825444,0.000032281856,0.0000802634,0.00016151404,0.00003516668,0.00019205257,2.4098298e-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":[0.00032909776,0.00006367887,0.00028381593,0.00021701177,0.00037798224,3.1009307e-7,0.0016512298,0.0014307372,0.9926134,0.0006800665,0.00007307168,0.0022796148],"study_design_scores_gemma":[0.0012516051,0.0002543166,0.000054102897,0.00007412841,0.00038533725,3.861407e-7,0.00031035492,0.0007515124,0.9945456,0.0015542684,0.0006555402,0.00016286618],"about_ca_topic_score_codex":0.00021067211,"about_ca_topic_score_gemma":0.000007866837,"teacher_disagreement_score":0.0051634363,"about_ca_system_score_codex":0.000017289827,"about_ca_system_score_gemma":0.000095888674,"threshold_uncertainty_score":0.6792402},"labels":[],"label_agreement":null},{"id":"W2737783451","doi":"10.18429/jacow-ipac2017-thpik101","title":"Quarter Wavelength Combiner for an 8.5kW Solid-State Amplifier and Conceptual Study of Hybrid Combiners","year":2017,"lang":"en","type":"article","venue":"JACOW","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Quarter (Canadian coin); Amplifier; Solid-state; Telecommunications; Electrical engineering; Engineering; Engineering physics; Geography; Archaeology; Bandwidth (computing)","score_opus":0.03393489617641387,"score_gpt":0.3069624869231632,"score_spread":0.2730275907467493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737783451","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":[0.9982533,0.000004663218,0.00010025832,0.000045375,0.0003292429,0.00056223536,0.00022064777,0.00001275377,0.00047153703],"genre_scores_gemma":[0.9992967,6.572109e-7,0.000063595166,0.000042897984,0.00013888847,0.00004992738,0.00005398285,0.000021962142,0.00033138212],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991294,0.00003928486,0.00025877223,0.00025717742,0.0000933803,0.00022196646],"domain_scores_gemma":[0.99906075,0.000043913773,0.00025318327,0.00045604748,0.00009024053,0.00009584976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001568469,0.00016175299,0.00034003085,0.00002671113,0.00020323612,0.00013389549,0.00021361225,0.000017013383,0.00009645487],"category_scores_gemma":[0.0000050899844,0.00013724377,0.000051848947,0.000010598942,0.000121206365,0.00021578002,0.000051497143,0.000057801644,0.000004321168],"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":[0.0010753705,0.007849084,0.46031126,0.0003380926,0.0017583685,0.0000147844485,0.030708574,0.00010269081,0.41133186,0.023619141,0.03063184,0.03225893],"study_design_scores_gemma":[0.083277985,0.019719675,0.24669398,0.0003091598,0.0013779618,0.000009614906,0.10923188,0.0072317556,0.4538922,0.041083816,0.032385476,0.004786503],"about_ca_topic_score_codex":0.0006937841,"about_ca_topic_score_gemma":0.000032888303,"teacher_disagreement_score":0.21361728,"about_ca_system_score_codex":0.0000045065663,"about_ca_system_score_gemma":0.000022007514,"threshold_uncertainty_score":0.55966383},"labels":[],"label_agreement":null},{"id":"W2742640326","doi":"10.1109/newcas.2017.8010123","title":"Stability of GaN150-based HEMT in high temperature up to 400°C","year":2017,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"High-electron-mobility transistor; Transconductance; Materials science; Physics; Quantum mechanics","score_opus":0.018682146903481064,"score_gpt":0.26675736549167245,"score_spread":0.24807521858819137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2742640326","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":[0.99698657,0.000003172867,0.000016600085,0.00038023293,0.00034872122,0.00022619155,0.00012121855,0.000011514492,0.0019057918],"genre_scores_gemma":[0.99920696,1.1992775e-7,0.00027433652,0.00009743166,0.000102848855,0.000017086562,0.00002709,0.000010473551,0.00026364328],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99922884,0.000029349107,0.00023439399,0.00022302258,0.00009596843,0.00018845414],"domain_scores_gemma":[0.9990777,0.000028230152,0.000111626556,0.00063742464,0.000068304886,0.00007670692],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018086402,0.00012440975,0.0002625009,0.000033549564,0.00007296486,0.00008508822,0.0002712962,0.00004199482,0.0026563376],"category_scores_gemma":[0.000012742632,0.0001007943,0.00005941611,0.00003963023,0.000035971047,0.00010475025,0.000050900784,0.00007013065,0.000021669079],"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":[0.00004888388,0.00010685854,0.15459599,0.0000484997,0.000012779323,6.510564e-7,0.00014360904,0.00001833066,0.8400356,0.003962907,0.00070338673,0.00032247853],"study_design_scores_gemma":[0.00068245514,0.000038329872,0.030990869,0.000032123215,0.0000064733617,2.463112e-8,0.00020683598,0.000010750299,0.96673745,0.00062028115,0.000538336,0.00013609366],"about_ca_topic_score_codex":0.004540353,"about_ca_topic_score_gemma":0.0001829414,"teacher_disagreement_score":0.1267018,"about_ca_system_score_codex":0.000013426168,"about_ca_system_score_gemma":0.000069214795,"threshold_uncertainty_score":0.9982554},"labels":[],"label_agreement":null},{"id":"W2742810954","doi":"10.1103/physrevmaterials.1.034602","title":"Band engineering of GaSbN alloy for solar fuel applications","year":2017,"lang":"en","type":"article","venue":"Physical Review Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Doping; Semiconductor; Impurity; Band gap; Solar fuel; Optoelectronics; Chemical physics; Nanotechnology; Condensed matter physics; Engineering physics; Physics; Chemistry; Photocatalysis","score_opus":0.021661154897414776,"score_gpt":0.3084311421641896,"score_spread":0.28676998726677483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2742810954","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":[0.9914852,0.0015276015,0.0015302119,0.0002909319,0.00048580574,0.0023871982,0.0012677136,0.000042756437,0.0009826008],"genre_scores_gemma":[0.99770314,0.00028606705,0.00036055877,0.00004445306,0.0008071158,0.00063771347,0.000095790274,0.00002611727,0.000039022958],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99916196,0.00001980229,0.0003320693,0.00020430858,0.00008522575,0.00019660786],"domain_scores_gemma":[0.9988703,0.000059438065,0.00037431341,0.00055324263,0.00007906015,0.00006361579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002122894,0.0001621073,0.0005928332,0.000012543254,0.000092987335,0.00009238813,0.0003296414,0.000016565742,0.00032721207],"category_scores_gemma":[0.000027690821,0.0001352065,0.00015437053,0.000019337798,0.00003275062,0.0001383353,0.000050853665,0.00002784777,0.000038438324],"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":[0.000004542206,0.000078436766,0.000037008183,0.002670215,0.00004155935,5.5388362e-8,0.000013078079,0.000001461519,0.97854465,0.017561113,0.0002502133,0.00079764734],"study_design_scores_gemma":[0.00031307203,0.00003850899,0.00025479717,0.00083530805,0.0001775572,1.8520406e-7,0.0000041058092,0.000011362708,0.93497556,0.0071672183,0.056001008,0.00022129403],"about_ca_topic_score_codex":0.000053162257,"about_ca_topic_score_gemma":2.750187e-7,"teacher_disagreement_score":0.05575079,"about_ca_system_score_codex":0.000005464507,"about_ca_system_score_gemma":0.000020929387,"threshold_uncertainty_score":0.55135614},"labels":[],"label_agreement":null},{"id":"W2742869896","doi":"10.1109/isse.2017.8000892","title":"Low temperature growth of InAlN on epitaxially grown SiC/Si (111) wafers","year":2017,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"Lakehead University","funders":"","keywords":"Materials science; Metalorganic vapour phase epitaxy; Epitaxy; Wafer; Layer (electronics); Crystallinity; Optoelectronics; Substrate (aquarium); Indium; Chemical vapor deposition; Atmospheric temperature range; Diffraction; Nanotechnology; Composite material; Optics","score_opus":0.01119721292946906,"score_gpt":0.23942525967316888,"score_spread":0.22822804674369981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2742869896","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":[0.9579363,0.0000049234345,0.000015676622,0.00041096003,0.00047374517,0.00015743537,0.00008688368,0.000021084581,0.040892992],"genre_scores_gemma":[0.99787223,0.000002139163,0.00010069017,0.00018816804,0.00046774565,0.000010262933,0.00004076672,0.000021617843,0.0012964009],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990869,0.000027988091,0.00024078958,0.00025315367,0.00015339142,0.00023773937],"domain_scores_gemma":[0.9989768,0.000030746396,0.00024127297,0.0005541976,0.00010777654,0.00008918277],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012140542,0.00019108108,0.0003136457,0.00004166065,0.00021113167,0.00016260323,0.00041340615,0.00006499437,0.0013596711],"category_scores_gemma":[0.000011594154,0.00014924919,0.00012907984,0.00002837852,0.00007818329,0.0002097694,0.00006605002,0.00011718044,0.000084200175],"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":[0.00009392671,0.00022482868,0.0081760045,0.00008480202,0.00011652578,0.000003513545,0.00015116755,0.0000052074015,0.7622402,0.22341925,0.00418363,0.001300996],"study_design_scores_gemma":[0.00086687657,0.00022268864,0.010236832,0.0001014852,0.000034863744,3.6142433e-7,0.0001401931,0.000003870525,0.97994405,0.0066169263,0.001530628,0.00030124033],"about_ca_topic_score_codex":0.0009073205,"about_ca_topic_score_gemma":0.000020183756,"teacher_disagreement_score":0.21770388,"about_ca_system_score_codex":0.000009014346,"about_ca_system_score_gemma":0.0000725167,"threshold_uncertainty_score":0.9995532},"labels":[],"label_agreement":null},{"id":"W2743218366","doi":"10.1002/adfm.201702364","title":"Scalable Nanowire Photonic Crystals: Molding the Light Emission of InGaN","year":2017,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":68,"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; Samsung","keywords":"Materials science; Optoelectronics; Nanowire; Photonics; Photonic crystal; Light-emitting diode; Wurtzite crystal structure; Spontaneous emission; Light emission; Cathodoluminescence; Purcell effect; Luminescence; Optics; Laser","score_opus":0.0162379365014552,"score_gpt":0.25386436587167566,"score_spread":0.23762642937022047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743218366","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":[0.9945717,0.000058886817,0.000060997747,0.00026529667,0.0018709308,0.00023328791,0.00013338067,0.000023737928,0.002781806],"genre_scores_gemma":[0.9982936,0.000006907949,0.00013370547,0.000047617057,0.00044591966,0.000054492688,0.000055866574,0.000025010111,0.0009369183],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99890536,0.000051573807,0.000370402,0.00025117016,0.0001815097,0.00023999593],"domain_scores_gemma":[0.9986999,0.00005074888,0.00053037726,0.00055624807,0.00010726858,0.000055433728],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030611845,0.00018009017,0.00030356232,0.0000297815,0.0006116566,0.0001770863,0.00031133086,0.00004636374,0.004153021],"category_scores_gemma":[0.000034202934,0.00012308829,0.00008112849,0.00003417415,0.00007369936,0.00038347926,0.00012384441,0.000057049925,0.000033152988],"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":[0.0000700728,0.000033068623,0.0007452293,0.00003581192,0.000038364138,4.364182e-7,0.000042904612,0.000050423423,0.99342364,0.004462147,0.00038362082,0.00071426923],"study_design_scores_gemma":[0.0004518549,0.00003048835,0.0016682937,0.000121132754,0.000026994017,0.0000011785344,0.00013843244,0.000005099938,0.9815788,0.00476642,0.011067671,0.00014358416],"about_ca_topic_score_codex":0.00013199578,"about_ca_topic_score_gemma":0.000001067347,"teacher_disagreement_score":0.011844802,"about_ca_system_score_codex":0.000018426934,"about_ca_system_score_gemma":0.000054953758,"threshold_uncertainty_score":0.9967573},"labels":[],"label_agreement":null},{"id":"W2743268376","doi":"10.1063/1.4997450","title":"Optically active dilute-antimonide III-nitride nanostructures for optoelectronic devices","year":2017,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":17,"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; National Science Foundation","keywords":"Antimonide; Molecular beam epitaxy; Materials science; Optoelectronics; Nanowire; Band gap; Wide-bandgap semiconductor; Light-emitting diode; Antimony; Substrate (aquarium); Epitaxy; Nanostructure; Diode; Nitride; Nanotechnology; Layer (electronics)","score_opus":0.011680020397149847,"score_gpt":0.2530495030922972,"score_spread":0.24136948269514732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743268376","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":[0.99150544,0.000008593433,0.0044697374,0.0005153513,0.00036717363,0.0007009261,0.0001639765,0.00004963632,0.002219138],"genre_scores_gemma":[0.9958499,0.0000014033991,0.001402942,0.0008883009,0.0013494674,0.00022067412,0.00018545103,0.00006344781,0.00003838679],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983638,0.00001545163,0.00028316237,0.00050939317,0.00018385329,0.0006443219],"domain_scores_gemma":[0.9985632,0.00011889995,0.00042657723,0.0007198547,0.000057924848,0.00011359227],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009387708,0.00036624272,0.000449017,0.000029520614,0.0006946573,0.00041523593,0.00069187034,0.00005864178,0.00009144995],"category_scores_gemma":[0.000004141449,0.00034003658,0.0002109987,0.000042279087,0.00015184515,0.00028128197,0.00011591443,0.00018778407,0.000032743865],"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":[0.00008954643,0.00004538538,0.001012743,0.00003192226,0.0002687366,6.8160966e-7,0.0001467267,0.00013831307,0.9483816,0.043043744,0.0008787989,0.0059618214],"study_design_scores_gemma":[0.0016237192,0.000036834237,0.0028749444,0.000025067242,0.00018490202,3.3414778e-7,0.00017475178,0.000036232726,0.9841855,0.0066203102,0.0036513184,0.00058605406],"about_ca_topic_score_codex":0.00035126362,"about_ca_topic_score_gemma":0.000008968382,"teacher_disagreement_score":0.036423434,"about_ca_system_score_codex":0.000036440666,"about_ca_system_score_gemma":0.000073102725,"threshold_uncertainty_score":0.99990517},"labels":[],"label_agreement":null},{"id":"W2744954523","doi":"","title":"Electrically injected AlGaN nanowire deep ultraviolet lasers","year":2016,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"GaN-based semiconductor devices and materials","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":"McMaster University; McGill University","funders":"","keywords":"Ultraviolet; Materials science; Optoelectronics; Nanowire; Laser; Optics; Physics","score_opus":0.006628291319551849,"score_gpt":0.2049649916591207,"score_spread":0.19833670033956885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2744954523","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":[0.93649834,0.00009430137,0.036195118,0.0029898062,0.00013388612,0.00023559736,0.000071872775,0.00015310518,0.023627965],"genre_scores_gemma":[0.99174535,0.000023522645,0.002901271,0.000093725204,0.0000350182,0.000031588796,0.00013879836,0.000032461794,0.0049982467],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99735206,0.0013347667,0.00033294587,0.00040750878,0.0002000536,0.00037267822],"domain_scores_gemma":[0.9974528,0.0006351106,0.00022077408,0.00079830695,0.00072145707,0.00017155825],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001106515,0.00020809918,0.00022796243,0.00008236742,0.00021540635,0.00014827556,0.0005248274,0.000072029055,0.0012107661],"category_scores_gemma":[0.00016366038,0.00016298023,0.000121919344,0.0002828665,0.0001035903,0.00017116281,0.00009794844,0.00011143509,0.00014617668],"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":[0.000010458036,0.00028414297,0.011143217,0.000012526663,0.00006104064,0.0000013290952,0.0010110885,8.8755655e-7,0.83244383,0.064649776,0.00085825054,0.089523435],"study_design_scores_gemma":[0.0010033932,9.54314e-7,0.005927568,0.00032654786,0.00003321231,0.0000018376967,0.000106990345,0.00016397315,0.97073996,0.0032491025,0.018072782,0.0003737059],"about_ca_topic_score_codex":0.00080035854,"about_ca_topic_score_gemma":0.00022980952,"teacher_disagreement_score":0.13829608,"about_ca_system_score_codex":0.00004021934,"about_ca_system_score_gemma":0.000110480185,"threshold_uncertainty_score":0.9997023},"labels":[],"label_agreement":null},{"id":"W2751163627","doi":"10.1063/1.4989551","title":"Molecular beam epitaxial growth and characterization of AlN nanowall deep UV light emitting diodes","year":2017,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","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":"Army Research Office; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Photoluminescence; Optoelectronics; Molecular beam epitaxy; Diode; Sapphire; Blueshift; Light-emitting diode; Substrate (aquarium); Wide-bandgap semiconductor; Epitaxy; Wavelength; Optics; Nanotechnology; Laser","score_opus":0.006890710502750834,"score_gpt":0.2052156124967987,"score_spread":0.19832490199404787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751163627","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":[0.9960154,0.000004769677,0.0025174262,0.00023227575,0.00015415381,0.0002101077,0.000043450957,0.000015694348,0.0008067015],"genre_scores_gemma":[0.9988015,0.0000017625358,0.00019666392,0.00032436737,0.00046293574,0.000029821791,0.00014773659,0.00003198738,0.000003197849],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99912995,0.000013949043,0.00022880606,0.00027451114,0.00012637225,0.00022643266],"domain_scores_gemma":[0.9991309,0.000016948587,0.0004154817,0.00035056056,0.000028904178,0.000057205667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006750296,0.00019615173,0.00028301394,0.000021591923,0.00020679901,0.00014288609,0.00023025007,0.000035301102,0.000015636599],"category_scores_gemma":[0.0000015599071,0.00019598794,0.00007023387,0.000031008312,0.00008052044,0.00019019505,0.00009662682,0.00007907869,0.0000061910637],"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":[0.000009603219,0.000033567492,0.0036817985,0.000052244344,0.00007658015,7.1955265e-7,0.00037299484,0.0000076119195,0.98280346,0.011121712,0.000010003125,0.0018297159],"study_design_scores_gemma":[0.00040357246,0.000009006465,0.0038608958,0.000025157748,0.000058632453,1.2737881e-7,0.000035880767,0.00001614584,0.99449295,0.0008054613,0.00008022861,0.00021195054],"about_ca_topic_score_codex":0.00009785658,"about_ca_topic_score_gemma":2.965776e-7,"teacher_disagreement_score":0.011689492,"about_ca_system_score_codex":0.000005844489,"about_ca_system_score_gemma":0.00001058832,"threshold_uncertainty_score":0.7992156},"labels":[],"label_agreement":null},{"id":"W2751345945","doi":"10.1149/2.0111711jss","title":"Low Source/Drain Contact Resistance for AlGaN/GaN HEMTs with High Al Concentration and Si-HP [111] Substrate","year":2017,"lang":"en","type":"article","venue":"ECS Journal of Solid State Science and Technology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Ohmic contact; Materials science; Contact resistance; Optoelectronics; Diffusion barrier; Barrier layer; Annealing (glass); Etching (microfabrication); Fabrication; Substrate (aquarium); Layer (electronics); Nanotechnology; Composite material","score_opus":0.0088495294545982,"score_gpt":0.2566055477663554,"score_spread":0.24775601831175723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751345945","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":[0.99664134,0.00008434073,0.0009448421,0.0018684546,0.00015304687,0.0001601341,0.000048306698,0.0000092776645,0.00009026092],"genre_scores_gemma":[0.9991441,0.000038146416,0.00062154065,0.0000565809,0.00005997221,0.0000042271367,0.0000016001597,0.0000083706445,0.000065497545],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99902934,0.000010273534,0.00026737733,0.00021365858,0.00016922453,0.0003101187],"domain_scores_gemma":[0.9986938,0.000028028855,0.00060060766,0.00018927843,0.00038652166,0.00010175557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050780334,0.00012712127,0.00026960147,0.00006334378,0.00055787445,0.00023782204,0.0002885872,0.000032866137,0.000009069675],"category_scores_gemma":[0.000028772283,0.00009479115,0.00002058473,0.0000912879,0.00078298146,0.0005380396,0.00003313948,0.0001242617,5.491026e-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":[0.00021445325,0.000054661337,0.01351007,0.000034005032,0.00005731229,0.00002058741,0.00030589022,0.000014216947,0.9697948,0.008783685,0.00018399852,0.007026309],"study_design_scores_gemma":[0.002400285,0.00077407894,0.004190266,0.00016695748,0.000034408775,0.00004144378,0.0007800203,0.00012532687,0.97102386,0.015169911,0.005039882,0.0002535492],"about_ca_topic_score_codex":0.000024109597,"about_ca_topic_score_gemma":0.000029724231,"teacher_disagreement_score":0.009319803,"about_ca_system_score_codex":0.00001772803,"about_ca_system_score_gemma":0.00019161287,"threshold_uncertainty_score":0.42907757},"labels":[],"label_agreement":null},{"id":"W2751719992","doi":"10.3390/cryst7090268","title":"Recent Advances on p-Type III-Nitride Nanowires by Molecular Beam Epitaxy","year":2017,"lang":"en","type":"article","venue":"Crystals","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":42,"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; National Research Council Canada","funders":"Army Research Office; National Research Council Canada","keywords":"Molecular beam epitaxy; Nitride; Materials science; Doping; Optoelectronics; Nanowire; Ultraviolet; Nanotechnology; Epitaxy; Gallium nitride; Layer (electronics)","score_opus":0.014356010204949301,"score_gpt":0.2711654476556935,"score_spread":0.2568094374507442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751719992","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":[0.984437,0.001863233,0.000051666553,0.0002886481,0.00076534593,0.00022505263,0.00015326148,0.000032689994,0.012183112],"genre_scores_gemma":[0.9980211,0.00026383984,0.00004896903,0.00023299761,0.00022946698,0.000021466913,0.00009544218,0.000027862028,0.0010588246],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99897504,0.00003066935,0.00022989824,0.00030347324,0.00015774248,0.0003031679],"domain_scores_gemma":[0.99888873,0.00003355789,0.00026419142,0.00062210887,0.00008413762,0.00010727337],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013272635,0.00020138372,0.00027495893,0.000027522889,0.00030896833,0.00023134812,0.00033048552,0.000043875967,0.001134207],"category_scores_gemma":[0.000025546438,0.00017586042,0.000079576435,0.000032314354,0.00006859148,0.00021851325,0.00006739238,0.000080355814,0.0000956788],"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":[0.000046325695,0.00009579374,0.00094556034,0.000018170576,0.00005741374,0.0000054876978,0.000051457922,0.000027001137,0.963941,0.0016237361,0.012514299,0.020673756],"study_design_scores_gemma":[0.00037704065,0.00006603072,0.00011705759,0.000036460864,0.0000180721,2.1221646e-7,0.00007087921,0.000001975513,0.54548275,0.0021471535,0.45149946,0.00018288392],"about_ca_topic_score_codex":0.00012041818,"about_ca_topic_score_gemma":0.0000020764066,"teacher_disagreement_score":0.43898517,"about_ca_system_score_codex":0.000016482894,"about_ca_system_score_gemma":0.00004037602,"threshold_uncertainty_score":0.99977887},"labels":[],"label_agreement":null},{"id":"W2751944985","doi":"","title":"The effect of self-heating and electrical stress induced polarization in AlGaN/GaN heterojunction based devices","year":2016,"lang":"en","type":"article","venue":"IEEE Conference Proceedings","topic":"GaN-based semiconductor devices and materials","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":"Université de Sherbrooke","funders":"","keywords":"Materials science; Ohmic contact; Optoelectronics; Heterojunction; Wide-bandgap semiconductor; Piezoelectricity; Gallium nitride; Polarization (electrochemistry); Stress (linguistics); Composite material; Chemistry","score_opus":0.010642323464779843,"score_gpt":0.2369678760063063,"score_spread":0.22632555254152648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751944985","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":[0.9991493,0.000010965952,0.00021661291,0.00007099771,0.00010917647,0.00025184458,0.0000067290484,0.000024429808,0.0001599206],"genre_scores_gemma":[0.9998171,0.0000021973585,0.000033309996,0.000010798485,0.00007724633,0.000035107198,0.0000030792144,0.0000106614525,0.0000105511945],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99919766,0.00003237697,0.00024018786,0.00020576804,0.00011817596,0.00020584885],"domain_scores_gemma":[0.99942887,0.00016411775,0.00019013279,0.00005881641,0.00011399174,0.00004408769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002696503,0.0001377952,0.00018871225,0.00006220106,0.000087314045,0.00010163389,0.000109095854,0.000053350715,0.000018039516],"category_scores_gemma":[0.000025098137,0.00007885706,0.00002733759,0.00013080402,0.000029529892,0.00021891978,0.000012249249,0.00007624297,0.0000016639846],"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":[0.000026004604,0.0000105631125,0.40430412,0.000038046892,0.000008593498,4.1804206e-8,0.00009995488,2.448248e-7,0.58950496,0.0003801819,0.0000027220667,0.005624561],"study_design_scores_gemma":[0.00078437105,0.0002677864,0.02488735,0.00019361681,0.000025118467,2.684802e-7,0.000089979694,0.0011021491,0.9722848,0.00020820458,0.00003333677,0.00012302879],"about_ca_topic_score_codex":0.00020769086,"about_ca_topic_score_gemma":0.000012341708,"teacher_disagreement_score":0.3827798,"about_ca_system_score_codex":0.000018987781,"about_ca_system_score_gemma":0.0000396944,"threshold_uncertainty_score":0.32156977},"labels":[],"label_agreement":null},{"id":"W2759634933","doi":"10.5539/jmsr.v6n4p88","title":"A Stillinger-Weber Potential for InGaN","year":2017,"lang":"en","type":"article","venue":"Journal of Materials Science Research","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":14,"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":"Wurtzite crystal structure; Materials science; Alloy; Stoichiometry; Deposition (geology); Chemical vapor deposition; Nitride; Physical vapor deposition; Band gap; Zinc; Nanotechnology; Chemical physics; Optoelectronics; Thin film; Composite material; Metallurgy; Physical chemistry","score_opus":0.09221393490460299,"score_gpt":0.41337756625570177,"score_spread":0.32116363135109877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2759634933","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":[0.9967792,0.000016454203,0.00029058047,0.00043556438,0.0018065867,0.00019958473,0.00005022125,0.000002909985,0.00041887845],"genre_scores_gemma":[0.99680334,0.0000061952746,0.0010868296,0.000009956716,0.0018758856,0.000008347874,0.0000013691911,0.000012116181,0.000195956],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99798435,0.00008738292,0.00041896637,0.00019109361,0.00077707425,0.00054113043],"domain_scores_gemma":[0.9975862,0.00007792201,0.0005366864,0.00037634347,0.0012336853,0.00018914255],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008102143,0.00009595595,0.00027876196,0.00023515332,0.0011869072,0.0018338056,0.0013078321,0.00003195481,0.00054125686],"category_scores_gemma":[0.00027348078,0.000070306625,0.00008203831,0.000085228225,0.00059013726,0.0008198799,0.00020524126,0.0001326889,0.00002093712],"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":[0.00007568177,0.000044085253,0.0002355516,0.00002216238,0.000012260098,0.0000038951207,0.00010384295,0.000011140187,0.99639684,0.0016197211,0.00049615896,0.0009786439],"study_design_scores_gemma":[0.000549277,0.00017599395,0.0014776079,0.00007882777,0.0000110628,0.0000070340225,0.0002366569,0.000023626748,0.98797566,0.007159927,0.002213716,0.00009062294],"about_ca_topic_score_codex":0.00018031943,"about_ca_topic_score_gemma":0.0000011280368,"teacher_disagreement_score":0.00842121,"about_ca_system_score_codex":0.000040028448,"about_ca_system_score_gemma":0.0005764395,"threshold_uncertainty_score":0.9992024},"labels":[],"label_agreement":null},{"id":"W2765325660","doi":"10.1116/1.5002634","title":"Thermal study of an indium trisguanidinate as a possible indium nitride precursor","year":2017,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Svenska Forskningsrådet Formas; Stiftelsen för Strategisk Forskning; VINNOVA; European Cooperation in Science and Technology","keywords":"Indium; Decomposition; Thermal decomposition; Deposition (geology); Chemical vapor deposition; Thermal stability; Nitride; Chemistry; Pyrolysis; Polymer; Materials science; Layer (electronics); Organic chemistry","score_opus":0.01541093069654018,"score_gpt":0.2927420725741598,"score_spread":0.2773311418776196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765325660","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":[0.99824274,0.00017944575,0.000007847819,0.00029900123,0.0005559966,0.00033182785,0.000030014764,0.000022041377,0.00033107135],"genre_scores_gemma":[0.9992118,0.00001874375,0.00053224445,0.000014651519,0.00007740107,0.0000075967023,9.2822904e-7,0.000017670985,0.00011899297],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978909,0.00005938128,0.0007155078,0.00039415888,0.00044125525,0.0004988111],"domain_scores_gemma":[0.9969732,0.000039189446,0.001731715,0.0006735041,0.0003886047,0.00019374322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014341063,0.0002717074,0.0006655908,0.0006900426,0.0008272237,0.0003515895,0.0017071597,0.00014288213,0.00015350548],"category_scores_gemma":[0.000044080498,0.00020153026,0.00009483059,0.00045976116,0.00077251723,0.0012994492,0.0003523011,0.00043025863,0.0000056913254],"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":[0.00016643255,0.00092389254,0.22313228,0.000019437995,0.00012738012,0.00003241092,0.0017038616,0.000040707804,0.77077365,0.00083290273,0.000032998712,0.0022140108],"study_design_scores_gemma":[0.0043526064,0.0060140626,0.13843916,0.00015131541,0.00024342616,0.000077229335,0.019974615,0.00028778866,0.82315904,0.0065200552,0.00022079214,0.000559913],"about_ca_topic_score_codex":0.00034034776,"about_ca_topic_score_gemma":0.000011923343,"teacher_disagreement_score":0.08469313,"about_ca_system_score_codex":0.000017888102,"about_ca_system_score_gemma":0.0003405189,"threshold_uncertainty_score":0.8218165},"labels":[],"label_agreement":null},{"id":"W2766755124","doi":"10.1007/s10825-017-1084-6","title":"Design and simulation of a doping-less charge plasma based enhancement mode GaN MOSFET","year":2017,"lang":"en","type":"article","venue":"Journal of Computational Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Population and Public Health; King Saud University","keywords":"Transconductance; Materials science; MOSFET; Doping; Cutoff frequency; Optoelectronics; Threshold voltage; Oscillation (cell signaling); Plasma; Voltage; Electrical engineering; Physics; Transistor","score_opus":0.023501659196800667,"score_gpt":0.29418070130155066,"score_spread":0.27067904210475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766755124","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":[0.6832299,0.000048215516,0.31643912,0.000096185795,0.000066968896,0.00007869366,0.0000063760713,0.0000015218473,0.00003297803],"genre_scores_gemma":[0.99391305,0.0000058524543,0.0058920756,0.000032783202,0.00012013413,0.0000018166927,0.0000132990945,0.000009093184,0.000011881485],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915403,0.00004539674,0.0003655121,0.00008448661,0.00021268257,0.00013788573],"domain_scores_gemma":[0.9986166,0.00012155993,0.0008585022,0.00009182528,0.00026206402,0.000049463804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000268425,0.00009717509,0.00022334112,0.000044801072,0.00012653625,0.000075479504,0.0001389027,0.000024199036,0.00006418336],"category_scores_gemma":[0.000008377557,0.00008766948,0.00005892147,0.000021203456,0.000028787663,0.00018619056,0.000011113933,0.00009053729,0.0000010799729],"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":[0.00012418475,0.000090867674,0.00061722257,0.000025593039,0.00008273857,6.095867e-7,0.00007466305,0.97262883,0.021729691,0.0029863806,0.00004029707,0.0015989457],"study_design_scores_gemma":[0.0013642798,0.00026904908,0.00044850155,0.00007521467,0.000046482986,0.0000013045596,0.000016696791,0.886073,0.09961159,0.0117418645,0.00024536156,0.00010668101],"about_ca_topic_score_codex":0.000010430257,"about_ca_topic_score_gemma":6.934501e-7,"teacher_disagreement_score":0.31068313,"about_ca_system_score_codex":0.00003064078,"about_ca_system_score_gemma":0.0002869819,"threshold_uncertainty_score":0.35750577},"labels":[],"label_agreement":null},{"id":"W2766771602","doi":"10.1103/physrevb.96.155209","title":"Alloying strategy for two-dimensional GaN optical emitters","year":2017,"lang":"en","type":"article","venue":"Physical review. B./Physical review. B","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Band gap; Materials science; Semiconductor; Valence band; Impurity; Optoelectronics; Wide-bandgap semiconductor; Direct and indirect band gaps; Electronic band structure; Condensed matter physics; Chemistry; Physics","score_opus":0.04185419487352771,"score_gpt":0.3998387260053253,"score_spread":0.35798453113179757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766771602","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":[0.9650574,0.0105878785,0.001952034,0.0052149375,0.00083427207,0.0045418623,0.0004183726,0.00016087404,0.01123238],"genre_scores_gemma":[0.9910772,0.001210706,0.00028167944,0.0033698052,0.0029563562,0.00061433803,0.00024874308,0.00010567535,0.00013551605],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9962685,0.00017279247,0.00088261353,0.0010552611,0.00063267164,0.0009881435],"domain_scores_gemma":[0.9962762,0.0004928295,0.0008052768,0.0015655187,0.00029405256,0.0005661246],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005892446,0.0007675974,0.0020995287,0.000032078347,0.0005940051,0.00027207486,0.0011273122,0.000043232154,0.00029697706],"category_scores_gemma":[0.0002528226,0.00060520147,0.0013961982,0.00013407381,0.0002731734,0.0005452024,0.0002558723,0.00045620897,0.00056382344],"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":[0.00006961572,0.0018167525,0.0008093886,0.009586968,0.00053480803,0.000014243839,0.000052104104,0.000090307614,0.23869742,0.6460069,0.024743022,0.07757849],"study_design_scores_gemma":[0.0080178175,0.001740316,0.0037140232,0.060224615,0.0076662158,0.000021106194,0.00006527074,0.015496373,0.21289708,0.4915951,0.19084544,0.007716637],"about_ca_topic_score_codex":0.000098821074,"about_ca_topic_score_gemma":0.0000024196347,"teacher_disagreement_score":0.16610242,"about_ca_system_score_codex":0.000051128383,"about_ca_system_score_gemma":0.0001555839,"threshold_uncertainty_score":0.9996399},"labels":[],"label_agreement":null},{"id":"W2770698054","doi":"10.1088/1361-6641/aa9b57","title":"Electrical characterization of Si/InN nanowire heterojunctions","year":2017,"lang":"en","type":"article","venue":"Semiconductor Science and Technology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":5,"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; Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Forschungszentrum Jülich; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Nanowire; Heterojunction; Materials science; Doping; Rectification; Optoelectronics; Dopant; Scanning electron microscope; Band gap; Condensed matter physics; Voltage","score_opus":0.013020448512571947,"score_gpt":0.2567033109205709,"score_spread":0.24368286240799897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770698054","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":[0.99783987,0.000017881843,0.000030191011,0.00087813975,0.00043841367,0.00012910768,0.00003071268,0.000041408297,0.00059427257],"genre_scores_gemma":[0.9996409,0.000009911168,0.00007855078,0.000059738577,0.000060266757,0.000013762117,0.0000089491,0.000007640799,0.00012031746],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99903953,0.000008334331,0.00019753436,0.000327877,0.00014990922,0.00027680726],"domain_scores_gemma":[0.99892324,0.000008741719,0.00025547645,0.000513393,0.00023951448,0.0000596577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019846967,0.00011552377,0.00020394725,0.00025425627,0.0005520624,0.00011621516,0.0005069229,0.00006443468,0.00010323217],"category_scores_gemma":[0.000051590807,0.00010037157,0.000025163392,0.00030523015,0.0010158453,0.0005013317,0.00016097374,0.00010580794,0.00000887397],"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":[0.000001851468,0.000024343213,0.025671208,0.000003752663,0.0000071393115,3.0638017e-7,0.000025694731,1.7001282e-8,0.9524065,0.015380109,0.000035942754,0.006443124],"study_design_scores_gemma":[0.00022683901,0.00006965984,0.007105257,0.000017186903,0.000013197003,0.000004205536,0.00008196045,0.000058344143,0.9851676,0.0028655364,0.0042545423,0.00013563337],"about_ca_topic_score_codex":0.00008198621,"about_ca_topic_score_gemma":0.0000022268514,"teacher_disagreement_score":0.032761127,"about_ca_system_score_codex":0.00001617704,"about_ca_system_score_gemma":0.00015070043,"threshold_uncertainty_score":0.42460734},"labels":[],"label_agreement":null},{"id":"W2770781120","doi":"10.1364/oe.25.030494","title":"Selective area epitaxy of AlGaN nanowire arrays across nearly the entire compositional range for deep ultraviolet photonics","year":2017,"lang":"en","type":"article","venue":"Optics Express","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McGill University","funders":"Army Research Office; McMaster University","keywords":"Materials science; Optoelectronics; Nanowire; Photonics; Light-emitting diode; Ultraviolet; Quantum efficiency; Substrate (aquarium); Sapphire; Epitaxy; Laser; Optics; Nanotechnology","score_opus":0.01901050427896175,"score_gpt":0.27717303003371957,"score_spread":0.25816252575475784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770781120","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":[0.99308133,0.00004416136,0.003200984,0.00007565988,0.0003809314,0.00051988644,0.0014433468,0.000011893086,0.0012418346],"genre_scores_gemma":[0.99733746,0.0000034773784,0.0020152773,0.000042276777,0.00017437922,0.0001252085,0.00015079029,0.000027022803,0.00012410004],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990111,0.000030309964,0.000251312,0.00024034613,0.00015248886,0.00031443234],"domain_scores_gemma":[0.9986674,0.00012575748,0.0003725637,0.00053719315,0.00023877359,0.000058303343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018109444,0.00018427115,0.0002824936,0.000011798974,0.0006864454,0.00026556695,0.00052915054,0.00006155006,0.00006359561],"category_scores_gemma":[0.000011430481,0.0001434255,0.00017031869,0.00002215928,0.00018118136,0.00016769634,0.00007424633,0.00010471605,0.000004525358],"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":[0.000112211674,0.00024393277,0.0068937656,0.00008740399,0.0002502215,9.644928e-7,0.0031702747,0.00021128287,0.975262,0.012612195,0.00031753228,0.00083821913],"study_design_scores_gemma":[0.0020415646,0.00014672795,0.004601593,0.00014598422,0.00011880842,0.0000012931093,0.0015045357,0.0020615237,0.98158103,0.004857631,0.0025293303,0.0004099979],"about_ca_topic_score_codex":0.00021247931,"about_ca_topic_score_gemma":0.000011608634,"teacher_disagreement_score":0.007754564,"about_ca_system_score_codex":0.000013513532,"about_ca_system_score_gemma":0.000044014694,"threshold_uncertainty_score":0.5848722},"labels":[],"label_agreement":null},{"id":"W2770845300","doi":"10.1109/pn.2017.8090587","title":"Gallium nitride on gallium oxide substrate for integrated nonlinear optics","year":2017,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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 Ottawa","funders":"","keywords":"Gallium nitride; Optoelectronics; Materials science; Gallium arsenide; Photonics; Substrate (aquarium); Band gap; Semiconductor; Wide-bandgap semiconductor; Gallium; Photonic integrated circuit; Nonlinear optics; Thermal stability; Fabrication; Laser; Nanotechnology; Physics; Optics; Layer (electronics)","score_opus":0.029881873559325985,"score_gpt":0.2856773450507089,"score_spread":0.25579547149138293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770845300","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":[0.9826927,0.0000045427664,0.0012806031,0.0002655041,0.00058290875,0.00039689007,0.00033294217,0.00005447784,0.0143893855],"genre_scores_gemma":[0.9893551,0.0000030634426,0.0050288206,0.00016562469,0.0006388082,0.000048150145,0.00023633233,0.000041038405,0.004483083],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99888414,0.000017212697,0.00030102805,0.0003116868,0.000113354756,0.00037257513],"domain_scores_gemma":[0.9987816,0.000066641805,0.00024016644,0.0006155078,0.00016928227,0.00012675075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018461619,0.0002473711,0.00029709688,0.000039809333,0.00031007445,0.00041044684,0.00042273573,0.000065047054,0.00059473113],"category_scores_gemma":[0.000019973433,0.00019504104,0.0001517886,0.00002547032,0.00005539287,0.00017159233,0.000039983675,0.00011886348,0.00014242463],"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":[0.00041946745,0.0006174095,0.018278282,0.00012508236,0.0003822254,0.000008496059,0.000101440346,0.00023668676,0.86989504,0.098776445,0.008851995,0.0023074276],"study_design_scores_gemma":[0.0015921817,0.0001746879,0.0021201563,0.00007204149,0.00007957699,4.984289e-7,0.00030948332,0.0017321834,0.96529716,0.0037623842,0.02434441,0.0005152384],"about_ca_topic_score_codex":0.00087346084,"about_ca_topic_score_gemma":0.000048927523,"teacher_disagreement_score":0.095402114,"about_ca_system_score_codex":0.000015830714,"about_ca_system_score_gemma":0.00008443538,"threshold_uncertainty_score":0.79535425},"labels":[],"label_agreement":null},{"id":"W2773097263","doi":"10.1149/2.0301711jss","title":"Preface—JSS Focus Issue on GaN-Based Electronics for Power, RF, and Rad-Hard Applications","year":2017,"lang":"en","type":"article","venue":"ECS Journal of Solid State Science and Technology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"National Research Council Canada","funders":"","keywords":"Materials science; Power electronics; Engineering physics; Electronics; Focus (optics); RF power amplifier; Optoelectronics; Nanotechnology; Electrical engineering; Engineering; Physics; Optics; Voltage","score_opus":0.011677786961018339,"score_gpt":0.29430247502876644,"score_spread":0.2826246880677481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773097263","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":[0.9932609,0.00033006858,0.0015407433,0.0038466996,0.00016946581,0.00031980802,0.00007711453,0.000014578072,0.00044057492],"genre_scores_gemma":[0.99912924,0.0000693551,0.0005579149,0.000060937105,0.000083284016,0.000019951063,8.17929e-7,0.000008995254,0.00006953517],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990636,0.000006634166,0.00024493513,0.00021462902,0.00014962596,0.00032058413],"domain_scores_gemma":[0.9987306,0.00003575286,0.00044502143,0.000288821,0.0004055676,0.0000942339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049884344,0.00011877751,0.0002373518,0.00022142004,0.00059506483,0.00016823335,0.0004596579,0.000039416496,0.000018401714],"category_scores_gemma":[0.000043941873,0.000095271665,0.000032430402,0.00011814391,0.0005735416,0.00022860305,0.000034607932,0.00015565127,0.0000029787964],"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":[0.000102382655,0.00019153881,0.003915368,0.000039376537,0.00007052233,0.000004762965,0.00014528917,0.00005579483,0.88654375,0.017278843,0.00088659406,0.09076578],"study_design_scores_gemma":[0.0011994595,0.000850511,0.00046583137,0.00004329661,0.000031891945,0.000013574195,0.00019831184,0.00014336604,0.8677549,0.04676431,0.08234755,0.00018703836],"about_ca_topic_score_codex":0.000006826515,"about_ca_topic_score_gemma":0.0000022250676,"teacher_disagreement_score":0.09057874,"about_ca_system_score_codex":0.000023908027,"about_ca_system_score_gemma":0.00027185766,"threshold_uncertainty_score":0.45768178},"labels":[],"label_agreement":null},{"id":"W2773833882","doi":"10.1039/c7ra10028k","title":"Highly sensitive extended gate-AlGaN/GaN high electron mobility transistor for bioassay applications","year":2017,"lang":"en","type":"article","venue":"RSC Advances","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"L'Alliance Boviteq","funders":"Youth Innovation Promotion Association; Youth Innovation Promotion Association of the Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"High-electron-mobility transistor; Bioassay; Optoelectronics; Transistor; Materials science; Sensitivity (control systems); Induced high electron mobility transistor; Electronic engineering; Electrical engineering; Biology; Engineering","score_opus":0.011517494965971257,"score_gpt":0.2795622717121297,"score_spread":0.26804477674615845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773833882","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":[0.9752249,0.0002545047,0.01855694,0.00048301017,0.0005062183,0.0014544982,0.0010575218,0.00009180142,0.002370621],"genre_scores_gemma":[0.9969606,0.000017245628,0.001475045,0.00004219687,0.00051864184,0.0004535003,0.00018190067,0.000024694595,0.00032618718],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99889827,0.000030374715,0.00023540323,0.00041105572,0.000096535776,0.00032836056],"domain_scores_gemma":[0.9989041,0.00008361877,0.00026280773,0.0005399339,0.00012305645,0.00008647981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001503831,0.0001997022,0.00029870286,0.000026728012,0.0005477407,0.00010946596,0.00025267477,0.000043498276,0.000059431666],"category_scores_gemma":[0.0000074175227,0.00017896469,0.00012743197,0.000032781307,0.00012580995,0.00033864914,0.00001633798,0.00007223236,0.000022241891],"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":[0.00023222029,0.00058028486,0.0013450512,0.00020841288,0.00020650722,0.0000011969212,0.0002505781,0.00009813138,0.83609146,0.12459248,0.00025511632,0.036138576],"study_design_scores_gemma":[0.00094912265,0.00012826777,0.0036622894,0.000024105568,0.00010012899,4.8184876e-7,0.00022395048,0.000039722887,0.837442,0.032787833,0.12423969,0.0004024069],"about_ca_topic_score_codex":0.0002851731,"about_ca_topic_score_gemma":0.000060705137,"teacher_disagreement_score":0.12398457,"about_ca_system_score_codex":0.000032234217,"about_ca_system_score_gemma":0.000054510332,"threshold_uncertainty_score":0.7297968},"labels":[],"label_agreement":null},{"id":"W2776202374","doi":"10.23919/eumic.2017.8230654","title":"Self-heating and polarization effects in AlGaN/AlN/GaN/AlGaN based devices","year":2017,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Polarization (electrochemistry); Inverse; Electric field; Materials science; Heterojunction; Optoelectronics; Thermal; Gallium nitride; Topology (electrical circuits); Physics; Electrical engineering; Nanotechnology; Chemistry; Physical chemistry; Thermodynamics; Quantum mechanics; Engineering","score_opus":0.008694177871268806,"score_gpt":0.2460040314515033,"score_spread":0.2373098535802345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2776202374","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":[0.99287134,0.000031786498,0.00080509484,0.00012161479,0.00018530975,0.00027683997,0.000008672385,0.000045451216,0.005653885],"genre_scores_gemma":[0.9971081,7.390289e-7,0.0024270585,0.00014736824,0.00014978464,0.000016598486,0.00003494053,0.000019037587,0.000096394215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991701,0.000051593222,0.00019827424,0.00025601152,0.00008949703,0.00023447405],"domain_scores_gemma":[0.9993489,0.000079312624,0.00017019364,0.00029408815,0.000032283308,0.000075241136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019297228,0.00016066905,0.00021490987,0.000057191486,0.00026689377,0.0003399914,0.00016314897,0.000049754508,0.00016759176],"category_scores_gemma":[0.000014375208,0.00014107488,0.0000341179,0.000038841485,0.000025155932,0.00032004758,0.000043690943,0.00007421022,0.000015570673],"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":[0.00000809016,0.00008193255,0.890526,0.0002038505,0.000029097495,0.0000024276662,0.0001968952,0.000013098057,0.09885251,0.0064091017,0.000023418495,0.0036535708],"study_design_scores_gemma":[0.0035239058,0.00012989646,0.63764817,0.00031513546,0.00010174828,8.802265e-7,0.00035146004,0.0151679525,0.33727747,0.0027005132,0.0020088311,0.0007740464],"about_ca_topic_score_codex":0.002533378,"about_ca_topic_score_gemma":0.00013564773,"teacher_disagreement_score":0.25287786,"about_ca_system_score_codex":0.000012151614,"about_ca_system_score_gemma":0.000039302744,"threshold_uncertainty_score":0.5752866},"labels":[],"label_agreement":null},{"id":"W2780907440","doi":"10.1016/j.ultramic.2017.12.016","title":"2D strain mapping using scanning transmission electron microscopy Moiré interferometry and geometrical phase analysis","year":2017,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":44,"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; McMaster University","funders":"Austrian Science Fund","keywords":"Moiré pattern; Interferometry; Optics; Materials science; Transmission electron microscopy; Phase (matter); Scanning transmission electron microscopy; Strain (injury); Scanning confocal electron microscopy; Microscopy; Scanning electron microscope; Physics; Biology","score_opus":0.024397339580459504,"score_gpt":0.34106254222124494,"score_spread":0.31666520264078546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2780907440","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":[0.947769,0.00019450199,0.051138844,0.00005222787,0.0001867991,0.00021166766,0.00026671618,0.000036869787,0.00014340336],"genre_scores_gemma":[0.9921759,0.000015538366,0.0072368793,0.00005530953,0.00018451335,0.0000062010804,0.00019549763,0.00003856183,0.000091592556],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99813545,0.000061236795,0.00045183685,0.000583827,0.00016590294,0.0006017494],"domain_scores_gemma":[0.9987747,0.00006117003,0.0003684006,0.0005175068,0.00006209304,0.00021610373],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032773404,0.00034320308,0.0006046298,0.0005248572,0.0007554545,0.00083231,0.0003942949,0.00010774483,0.00042166648],"category_scores_gemma":[0.000015574153,0.00032824447,0.00022023018,0.00044651123,0.00016072555,0.0003710087,0.00006648513,0.00025730982,0.000008405111],"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":[0.00004317717,0.00012928969,0.032273915,0.000037396305,0.00035065121,0.0000026221442,0.00031143476,0.000029370742,0.9623814,0.000054919008,0.000027399674,0.0043584285],"study_design_scores_gemma":[0.0019465359,0.00014821545,0.0067158593,0.00012836163,0.00058122637,0.0000033736937,0.00047588354,0.0021617692,0.98593545,0.00022532737,0.0011449665,0.0005330229],"about_ca_topic_score_codex":0.000873902,"about_ca_topic_score_gemma":0.000003654334,"teacher_disagreement_score":0.04440694,"about_ca_system_score_codex":0.00005708724,"about_ca_system_score_gemma":0.000062580046,"threshold_uncertainty_score":0.999917},"labels":[],"label_agreement":null},{"id":"W2783027800","doi":"10.1007/s10854-017-8324-1","title":"Electron transport within the wurtzite and zinc-blende phases of gallium nitride and indium nitride","year":2018,"lang":"en","type":"article","venue":"Journal of Materials Science Materials in Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Indium gallium nitride; Wurtzite crystal structure; Wide-bandgap semiconductor; Semiconductor; Band gap; Materials science; Gallium nitride; Indium; Optoelectronics; Engineering physics; Nanotechnology; Physics; Zinc; Metallurgy","score_opus":0.009300593722113611,"score_gpt":0.2570567166052147,"score_spread":0.24775612288310106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783027800","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":[0.99798864,0.00032479374,0.00003026593,0.00013750096,0.0010684776,0.0002834679,0.00009295572,0.000007873822,0.00006603884],"genre_scores_gemma":[0.9987588,0.00015128838,0.00030920378,0.00006695272,0.0006573174,0.0000079169495,0.0000059497725,0.00002511202,0.000017449838],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99707633,0.0001865205,0.0013102476,0.00032077875,0.00046155634,0.0006445491],"domain_scores_gemma":[0.9979176,0.00009215574,0.0012913576,0.00026671312,0.00031049876,0.00012168751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042251167,0.00029339892,0.00074805197,0.00028979787,0.00021169239,0.0002585385,0.00057185686,0.00007268733,0.00022381134],"category_scores_gemma":[0.000054825083,0.00020071262,0.00004930613,0.00033839355,0.000856239,0.0005757171,0.000080478276,0.00016201058,0.000001926726],"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":[0.00034760655,0.00007181983,0.0013672948,0.000048682392,0.000031451513,0.0000029473954,0.00042793294,0.0000093157205,0.9944258,0.0031675175,0.0000145867125,0.00008509098],"study_design_scores_gemma":[0.0008789004,0.0007284081,0.0015621511,0.00012951918,0.00007542573,0.00006214331,0.0002936002,0.000003212053,0.989639,0.00618221,0.00023850282,0.00020697199],"about_ca_topic_score_codex":0.00028352276,"about_ca_topic_score_gemma":0.000033531793,"teacher_disagreement_score":0.0047867987,"about_ca_system_score_codex":0.00006608361,"about_ca_system_score_gemma":0.000682457,"threshold_uncertainty_score":0.8184823},"labels":[],"label_agreement":null},{"id":"W2783212696","doi":"10.1109/asicon.2017.8252603","title":"Physics based compact model of GaN HEMT with an efficient parameter extraction flow","year":2017,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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 Waterloo","funders":"","keywords":"High-electron-mobility transistor; Parasitic element; Parasitic extraction; Flow (mathematics); Electronic engineering; Physics; Optoelectronics; Extraction (chemistry); Current (fluid); Topology (electrical circuits); Computational physics; Transistor; Electrical engineering; Engineering; Mechanics; Voltage","score_opus":0.039347248356694585,"score_gpt":0.28894510633048454,"score_spread":0.24959785797378994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783212696","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":[0.93141735,8.4280543e-7,0.06420658,0.000025556437,0.00007640364,0.00013707703,0.00007094123,0.000018097544,0.004047152],"genre_scores_gemma":[0.9946173,7.107052e-8,0.005078166,0.000030825922,0.00010250351,0.000004831811,0.00004884873,0.000016853692,0.00010062436],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993567,0.000018391229,0.00014809782,0.00018708635,0.0001272392,0.00016252704],"domain_scores_gemma":[0.99907184,0.000022264756,0.0002208169,0.0005407426,0.00006954699,0.000074799755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008001514,0.00013734552,0.00020861112,0.000016363041,0.0001381559,0.00011282403,0.00016198869,0.000023062123,0.0002888606],"category_scores_gemma":[0.0000014653824,0.00009919998,0.00006327339,0.00001617426,0.000053961885,0.00018498051,0.0000083575005,0.00005470322,0.000007865927],"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":[0.00015836021,0.0007468303,0.0089125885,0.000044206052,0.00006888113,5.869038e-7,0.00013421984,0.57333606,0.4100951,0.003381626,0.00010008866,0.0030214344],"study_design_scores_gemma":[0.0005081748,0.00008227099,0.0013449013,0.000019198873,0.000030758132,8.9047234e-8,0.000052377844,0.64601356,0.35139132,0.00040696614,0.00002346245,0.00012692495],"about_ca_topic_score_codex":0.00061209215,"about_ca_topic_score_gemma":0.000007812364,"teacher_disagreement_score":0.072677486,"about_ca_system_score_codex":0.000008249273,"about_ca_system_score_gemma":0.000050017676,"threshold_uncertainty_score":0.40452576},"labels":[],"label_agreement":null},{"id":"W2783262908","doi":"10.1002/mop.30987","title":"A ku‐band distributed SPDT switch in 0.5 μm AlGaN/GaN HEMT technology","year":2018,"lang":"en","type":"article","venue":"Microwave and Optical Technology Letters","topic":"GaN-based semiconductor devices and materials","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 Ottawa; Communications Research Centre Canada","funders":"","keywords":"High-electron-mobility transistor; Return loss; Insertion loss; Parasitic extraction; Coplanar waveguide; Optoelectronics; Materials science; Microstrip; Transmission line; Transformer; Wideband; Electrical engineering; Transistor; Engineering; Voltage; Telecommunications; Microwave","score_opus":0.007031899418179917,"score_gpt":0.22775421706508162,"score_spread":0.2207223176469017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783262908","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":[0.9832531,0.00008212331,0.0024522997,0.0130190905,0.00015949048,0.00023124937,0.000044059267,0.00014369133,0.00061485317],"genre_scores_gemma":[0.99758667,0.0000054969205,0.0013752393,0.00072644936,0.00016688586,0.000037419803,0.00004679225,0.000026192223,0.000028853785],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983908,0.00001924054,0.00035941086,0.0005257119,0.00007452095,0.00063030096],"domain_scores_gemma":[0.99936706,0.000033956778,0.0000864993,0.00038231086,0.000051728795,0.00007845463],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000120257435,0.0002774972,0.00042521287,0.00037386417,0.00011325379,0.000053486467,0.00029187003,0.0003002825,0.00017098202],"category_scores_gemma":[0.000017246131,0.0002557843,0.000055368244,0.0005707241,0.00087349385,0.000076904034,0.00012961734,0.00037742002,0.000092354145],"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":[0.000020470396,0.00006957932,0.039266787,0.000011595415,0.000045690602,0.000025720812,0.000039739072,2.702373e-7,0.9475184,0.008717249,0.00071686256,0.0035676362],"study_design_scores_gemma":[0.0010047302,0.00013161622,0.0011589127,0.000049478975,0.000035765566,0.000024025974,0.0003718859,0.000011496732,0.97929084,0.009676712,0.007903415,0.00034114372],"about_ca_topic_score_codex":0.00005057517,"about_ca_topic_score_gemma":0.000025747451,"teacher_disagreement_score":0.038107876,"about_ca_system_score_codex":0.000030257654,"about_ca_system_score_gemma":0.000024267492,"threshold_uncertainty_score":0.99998945},"labels":[],"label_agreement":null},{"id":"W2783989636","doi":"10.1002/mop.30982","title":"An efficient and reliable small signal intrinsic parameters extraction for HEMT GaN devices","year":2018,"lang":"en","type":"article","venue":"Microwave and Optical Technology Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":9,"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":"High-electron-mobility transistor; Equivalent circuit; Electrical element; Small-signal model; SIGNAL (programming language); Electronic engineering; Materials science; Optoelectronics; Electrical engineering; Engineering; Transistor; Computer science; Voltage","score_opus":0.013180337251145662,"score_gpt":0.24703941971340218,"score_spread":0.2338590824622565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783989636","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":[0.98391706,0.0000484125,0.014096297,0.0013996653,0.00012840037,0.0002602315,0.000013250517,0.00006277001,0.0000739366],"genre_scores_gemma":[0.98362094,0.0000022028657,0.015410661,0.0007276492,0.00016045156,0.000033479446,0.000019371408,0.00001722977,0.0000080283635],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99905425,0.000012888082,0.00019175727,0.00037444063,0.000040613726,0.0003260309],"domain_scores_gemma":[0.9995792,0.000052796306,0.00007043535,0.00017224274,0.000045339344,0.00008001557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012678705,0.00016598326,0.00021218711,0.00011164236,0.00016011926,0.00008667754,0.00010272473,0.00011233834,0.000026641928],"category_scores_gemma":[0.0000043083587,0.00014884693,0.000034825975,0.00008767189,0.00038294145,0.00006488753,0.00003385577,0.00012250687,0.000008291155],"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":[0.000040172556,0.000054913977,0.0030867842,0.00002146602,0.000036193163,0.0000016964107,0.000054723805,0.000007477191,0.98140734,0.0033038806,0.00009991518,0.011885414],"study_design_scores_gemma":[0.0006535162,0.0003628887,0.0005828031,0.000030894458,0.00007691483,0.00001136483,0.00045391594,0.00049780426,0.9928652,0.0017620497,0.0024424235,0.0002602193],"about_ca_topic_score_codex":0.00004100315,"about_ca_topic_score_gemma":0.000008497525,"teacher_disagreement_score":0.011625194,"about_ca_system_score_codex":0.00001120821,"about_ca_system_score_gemma":0.000010699555,"threshold_uncertainty_score":0.60698014},"labels":[],"label_agreement":null},{"id":"W2785830304","doi":"10.1109/epec.2017.8286200","title":"Characterization of commercial LED lamps for power quality studies","year":2017,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":25,"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 Manitoba","funders":"Manitoba Hydro; University of Manitoba","keywords":"LED lamp; Flicker; Harmonics; Light-emitting diode; Voltage sag; Voltage; Electrical engineering; Power quality; Quality (philosophy); Power (physics); Luminous flux; Electronic engineering; Computer science; Engineering; Light source; Optics; Physics","score_opus":0.07435495488402077,"score_gpt":0.3710014616516475,"score_spread":0.2966465067676267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785830304","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":[0.9966012,0.0000032519881,0.0005663309,0.00023929562,0.00044215805,0.00019557287,0.0001737525,0.000008259462,0.0017701815],"genre_scores_gemma":[0.9989776,0.0000012228992,0.00012074909,0.0000487581,0.0001703136,0.000021610935,0.00006905987,0.0000064969045,0.0005841835],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995481,0.000019173991,0.00019990581,0.00009569956,0.00004598573,0.00009116918],"domain_scores_gemma":[0.99932134,0.00003345211,0.00027024635,0.00023737429,0.00011908463,0.000018477633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017572177,0.00007086176,0.0002225595,0.000010632114,0.00015030197,0.000042809446,0.00011789893,0.000017083414,0.00032192658],"category_scores_gemma":[0.000014113235,0.000056117522,0.00006398906,0.000006855077,0.000041233965,0.00012851271,0.000037511454,0.000015861016,0.0000045698907],"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":[0.00003360406,0.000057988862,0.035430495,0.000045292807,0.000092055736,2.2061263e-8,0.0003481229,9.752518e-8,0.9233898,0.039107498,0.00020574033,0.0012892673],"study_design_scores_gemma":[0.0011693697,0.00006560817,0.22160068,0.000031039574,0.00004096546,2.5952154e-8,0.0006556302,0.000004504284,0.7650125,0.0031551367,0.008069384,0.00019513616],"about_ca_topic_score_codex":0.00017223852,"about_ca_topic_score_gemma":0.000015561745,"teacher_disagreement_score":0.18617019,"about_ca_system_score_codex":0.0000035524197,"about_ca_system_score_gemma":0.000013173936,"threshold_uncertainty_score":0.35248703},"labels":[],"label_agreement":null},{"id":"W2786003783","doi":"","title":"Coupled and Dynamic Effects in AIN/GaN Heterojunctions","year":2006,"lang":"en","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Wilfrid Laurier University","funders":"","keywords":"Computer science","score_opus":0.011101769174612414,"score_gpt":0.22639126751036412,"score_spread":0.2152894983357517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786003783","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":[0.9896148,0.00008997703,0.00040870454,0.000072445015,0.000049868824,0.00043637207,0.00069816486,0.000020346448,0.008609347],"genre_scores_gemma":[0.99195105,0.000014139073,0.00027842273,0.0000034032987,0.00003371858,2.087039e-7,0.00008646053,0.00002597405,0.007606605],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99800795,0.00027626049,0.00021925714,0.00047876366,0.0004944597,0.0005233079],"domain_scores_gemma":[0.9987452,0.00021193984,0.00025510055,0.00037412124,0.00023935085,0.00017428587],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006543267,0.00023695067,0.00048818707,0.00052501896,0.00037433204,0.000029528861,0.00049349916,0.000150804,0.005041614],"category_scores_gemma":[0.000010886159,0.0002983662,0.0001946228,0.00048558993,0.0007493366,0.00017081256,0.00024006351,0.00035681284,0.0003183604],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018020067,0.0019124665,0.7784543,0.0011346196,0.0009295858,0.00079069915,0.024061982,0.00049780053,0.17943357,0.003708163,0.0023130318,0.004961759],"study_design_scores_gemma":[0.016756672,0.00082589005,0.10703954,0.0012230135,0.0005764234,0.000019810961,0.8463902,0.006795013,0.0017774291,0.011886042,0.0045883255,0.002121623],"about_ca_topic_score_codex":0.03149317,"about_ca_topic_score_gemma":0.0066817906,"teacher_disagreement_score":0.8223282,"about_ca_system_score_codex":0.000052667514,"about_ca_system_score_gemma":0.00013843391,"threshold_uncertainty_score":0.99994683},"labels":[],"label_agreement":null},{"id":"W2787104034","doi":"","title":"Using FLUXNET observations and 4-km WRF CONUS simulations to diagnose surface coupling strength","year":2017,"lang":"en","type":"article","venue":"97th American Meteorological Society Annual Meeting","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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 Saskatchewan","funders":"","keywords":"FluxNet; Weather Research and Forecasting Model; Coupling (piping); Meteorology; Geology; Climatology; Atmospheric sciences; Physics; Materials science","score_opus":0.05360541986698734,"score_gpt":0.3209667102645604,"score_spread":0.26736129039757306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2787104034","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":[0.9969685,0.000042072606,0.00078713655,0.0005723852,0.00014845682,0.00029291635,0.0009742951,0.00006145233,0.00015276785],"genre_scores_gemma":[0.9760393,0.0000075626444,0.02296238,0.0005573243,0.00031415757,0.000013107079,0.00005995946,0.000023475057,0.000022750952],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983579,0.000072858136,0.00036808962,0.00047730884,0.0002221699,0.0005016638],"domain_scores_gemma":[0.9981575,0.0005724839,0.00044683827,0.00035663936,0.00020724487,0.00025929592],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00048159546,0.00026201605,0.0004641531,0.000014070551,0.0013578737,0.00031507114,0.00030398686,0.0000665314,0.00016865533],"category_scores_gemma":[0.0002772102,0.00023209196,0.00015066752,0.00013147124,0.0003560865,0.0002796965,0.0002726539,0.00020353576,0.0000046226614],"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":[0.000045510013,0.00025208667,0.66781515,0.000038709564,0.00031914306,0.0000046602645,0.0026257196,0.08685887,0.23436892,0.0028059566,0.00072279485,0.0041424753],"study_design_scores_gemma":[0.005213863,0.0018783126,0.47904006,0.00056214625,0.0012221875,0.000006635549,0.06429379,0.36135364,0.04559407,0.004705768,0.030960795,0.0051687714],"about_ca_topic_score_codex":0.0033854526,"about_ca_topic_score_gemma":0.000023405079,"teacher_disagreement_score":0.27449477,"about_ca_system_score_codex":0.000036569614,"about_ca_system_score_gemma":0.00005242149,"threshold_uncertainty_score":0.99994224},"labels":[],"label_agreement":null},{"id":"W2791384109","doi":"10.1088/1361-6463/aab1e4","title":"A dominant electron trap in molecular beam epitaxial InAlN lattice-matched to GaN","year":2018,"lang":"en","type":"article","venue":"Journal of Physics D Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Division of Materials Research; Natural Sciences and Engineering Research Council of Canada","keywords":"Molecular beam epitaxy; Materials science; Transmission electron microscopy; Doping; High-resolution transmission electron microscopy; Electron; Diode; Band gap; Epitaxy; Scanning transmission electron microscopy; Optoelectronics; Molecular physics; Chemistry; Physics; Nanotechnology","score_opus":0.010940238980766487,"score_gpt":0.2568657584365978,"score_spread":0.24592551945583133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791384109","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":[0.98261917,0.000011583543,0.0143596195,0.00007103489,0.0003346219,0.0003348624,0.000024586248,0.000010765531,0.0022337441],"genre_scores_gemma":[0.9950114,0.0000017141028,0.0012269594,0.00019988626,0.0034447038,0.000021828386,0.000011478158,0.00006307009,0.000018992492],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978534,0.000051816838,0.000729175,0.00030780086,0.00048359061,0.00057422405],"domain_scores_gemma":[0.9984401,0.000059394144,0.00063632196,0.0003174078,0.00032820887,0.00021859317],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039969533,0.00036815574,0.00075347896,0.000087054344,0.000086762826,0.00010557861,0.00044083534,0.000065399894,0.00007138455],"category_scores_gemma":[0.00000481585,0.00033891483,0.00025980995,0.00048260184,0.00008020368,0.00022034912,0.00005940311,0.00038284567,0.00007807693],"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":[0.00021333546,0.00046342585,0.0005657504,0.000027085665,0.00012794856,0.000004990361,0.0011371642,0.0007467144,0.958728,0.032131195,0.00020044028,0.005653942],"study_design_scores_gemma":[0.0014536988,0.0003588124,0.0005680845,0.00007398494,0.00010026487,0.0000018167935,0.00029702284,0.000045143035,0.9354363,0.060688637,0.00060966064,0.00036654863],"about_ca_topic_score_codex":0.00007004521,"about_ca_topic_score_gemma":0.000004994168,"teacher_disagreement_score":0.028557444,"about_ca_system_score_codex":0.000107405016,"about_ca_system_score_gemma":0.00026162204,"threshold_uncertainty_score":0.9999063},"labels":[],"label_agreement":null},{"id":"W2795332820","doi":"10.1186/s11671-018-2461-1","title":"Structure Shift of GaN Among Nanowall Network, Nanocolumn, and Compact Film Grown on Si (111) by MBE","year":2018,"lang":"en","type":"article","venue":"Nanoscale Research Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":10,"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":"National Research Council Canada; National Natural Science Foundation of China","keywords":"Materials science; Molecular beam epitaxy; Fabrication; Optoelectronics; Nanochemistry; Nanotechnology; Deposition (geology); Nanostructure; Epitaxy; Layer (electronics)","score_opus":0.019870508852317746,"score_gpt":0.2912647870060018,"score_spread":0.27139427815368405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795332820","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":[0.996393,0.00004922329,0.000016242357,0.0009729904,0.00026468764,0.000522592,0.0003179928,0.00002214226,0.0014410813],"genre_scores_gemma":[0.99827,0.000004202735,0.000051576935,0.00039487847,0.0008145252,0.0000154187,0.000100881305,0.000040478808,0.0003080469],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974885,0.00033323787,0.00033317035,0.00046921766,0.0005532828,0.00082262175],"domain_scores_gemma":[0.9988277,0.0002283098,0.00014233742,0.00042822602,0.0001296935,0.00024371796],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005246449,0.00024741873,0.0003914442,0.00011261158,0.000297015,0.00015035151,0.00036640276,0.00010375802,0.0011726555],"category_scores_gemma":[0.000011737882,0.00021395684,0.00008765965,0.00028098276,0.00069361366,0.00016672153,0.000087722074,0.00036997983,0.000030466124],"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":[0.00010196162,0.00006163644,0.04692821,0.00005284659,0.00006900622,0.0000024678927,0.00028732966,0.000013794828,0.8072217,0.0003141126,0.14450516,0.0004417461],"study_design_scores_gemma":[0.0021953874,0.0011819026,0.062145118,0.00042083513,0.000043036005,0.0000013986404,0.0002896208,0.00023686686,0.8872509,0.0015442816,0.043939825,0.00075082795],"about_ca_topic_score_codex":0.002245687,"about_ca_topic_score_gemma":0.000100366036,"teacher_disagreement_score":0.10056534,"about_ca_system_score_codex":0.000037627884,"about_ca_system_score_gemma":0.00005036017,"threshold_uncertainty_score":0.9997404},"labels":[],"label_agreement":null},{"id":"W2795917796","doi":"10.1039/c8an00032h","title":"Molecular gated-AlGaN/GaN high electron mobility transistor for pH detection","year":2018,"lang":"en","type":"article","venue":"The Analyst","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"L'Alliance Boviteq","funders":"Youth Innovation Promotion Association of the Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Induced high electron mobility transistor; Transistor; Optoelectronics; High-electron-mobility transistor; Electron mobility; Materials science; Electron; Wide-bandgap semiconductor; Chemistry; Physics","score_opus":0.00873042513341796,"score_gpt":0.24294477773194562,"score_spread":0.23421435259852766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795917796","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":[0.9884532,0.000027875449,0.010422715,0.00011713291,0.00017810246,0.00029281428,0.000045176777,0.000032748245,0.00043025226],"genre_scores_gemma":[0.9991604,6.296546e-7,0.000049294,0.00009176694,0.00049607904,0.00003958597,0.000048518967,0.000018301882,0.000095394724],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992061,0.00006335014,0.00018880665,0.00021829034,0.00008528053,0.00023812622],"domain_scores_gemma":[0.999402,0.000027245696,0.00009234018,0.0003319206,0.00010267698,0.000043854932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024377009,0.00013059509,0.00018582301,0.000031340205,0.00019069531,0.000045210272,0.00016713954,0.00003236649,0.0002591359],"category_scores_gemma":[0.0000026626342,0.00009340585,0.00015320907,0.00013013669,0.00006334877,0.000053926164,0.000008017189,0.000059881906,0.00003312698],"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":[0.000052797,0.000042812462,0.00007741982,0.000010368156,0.00012513797,1.12667266e-7,0.00009350129,0.000026214995,0.99704134,0.0016783198,0.000083433755,0.0007685127],"study_design_scores_gemma":[0.00030052353,0.00013400152,0.00029779374,0.000004792131,0.00019638734,2.5597487e-7,0.00008420001,0.00021389594,0.9884591,0.0030746376,0.0071147126,0.00011969984],"about_ca_topic_score_codex":0.0011912364,"about_ca_topic_score_gemma":0.00011375794,"teacher_disagreement_score":0.010707246,"about_ca_system_score_codex":0.000026258977,"about_ca_system_score_gemma":0.000025872809,"threshold_uncertainty_score":0.380898},"labels":[],"label_agreement":null},{"id":"W2795937715","doi":"10.1021/acsanm.8b00447","title":"Passivation of Surface States of AlGaN Nanowires Using H<sub>3</sub>PO<sub>4</sub> Treatment To Enhance the Performance of UV-LEDs and Photoanodes","year":2018,"lang":"en","type":"article","venue":"ACS Applied Nano Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McGill University","funders":"Science and Engineering Research Board; Indian Institute of Technology Bombay","keywords":"Passivation; Light-emitting diode; Materials science; Nanowire; Optoelectronics; Nanotechnology; Layer (electronics)","score_opus":0.010879406405143883,"score_gpt":0.24239315221289195,"score_spread":0.23151374580774808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795937715","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":[0.9985584,0.00003371193,0.000043631855,0.000018830093,0.00021852528,0.0007094358,0.0003656285,0.000014086804,0.000037723323],"genre_scores_gemma":[0.99937826,0.00007786592,0.00021833672,0.000025790298,0.00014471132,0.000050585353,0.00006352676,0.000035580495,0.000005344453],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99843925,0.00006763364,0.0007020793,0.00030944988,0.00019007288,0.00029153947],"domain_scores_gemma":[0.9986315,0.00009097397,0.000672949,0.00038174237,0.00016901741,0.000053815886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003297721,0.0002851972,0.0006174416,0.00006410199,0.00011965204,0.000052132284,0.00018410996,0.000065719716,0.00005522422],"category_scores_gemma":[0.000004227014,0.0002073485,0.00004467312,0.00017221026,0.00019362272,0.00011463862,0.00009263707,0.00002445778,0.000007042402],"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":[0.00019340584,0.00009580182,0.00065826223,0.00015497672,0.000097941294,8.991025e-8,0.00079508725,0.00007867679,0.99543226,0.00030688167,0.000027033955,0.0021595834],"study_design_scores_gemma":[0.0004108379,0.00027264492,0.00067594025,0.00012754627,0.00008405445,3.8609588e-7,0.00025083552,0.000013807126,0.99770516,0.00021125021,0.000050550432,0.0001970032],"about_ca_topic_score_codex":0.0003409065,"about_ca_topic_score_gemma":0.000009561047,"teacher_disagreement_score":0.0022728844,"about_ca_system_score_codex":0.000027741418,"about_ca_system_score_gemma":0.000072579714,"threshold_uncertainty_score":0.8455426},"labels":[],"label_agreement":null},{"id":"W2800550144","doi":"10.1139/tcsme-2013-0064","title":"THE INFLUENCE ON THE THERMAL RESISTANCE OF LED PACKAGING WITH DIFFERENT SUBMOUNT AND SURROUNDING CONDITIONS","year":2013,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"National Science Council","keywords":"Thermal resistance; Materials science; Thermal; Adiabatic process; Dissipation; Convection; Composite material; Finite element method; Mechanics; Structural engineering; Thermodynamics; Engineering; Physics","score_opus":0.006990212087211683,"score_gpt":0.1920384588079001,"score_spread":0.18504824672068843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800550144","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":[0.99529445,0.000015296022,0.0030160192,0.0010921971,0.00008443572,0.0003641491,0.000105110776,0.0000065307463,0.00002182052],"genre_scores_gemma":[0.9996436,0.0000019701483,0.00011769681,0.00004241391,0.000018565228,0.00010164404,0.0000020583439,0.000012181148,0.000059861068],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99950695,0.000012163006,0.00013807516,0.00008371192,0.0000790527,0.0001800541],"domain_scores_gemma":[0.9993835,0.00025909214,0.000058853577,0.00018527458,0.000049626367,0.00006361721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011595064,0.00009190603,0.00011073395,0.000009950735,0.00038997194,0.00004534926,0.0001570232,0.000024746596,0.00003719191],"category_scores_gemma":[0.0000050488024,0.000047095742,0.00013717239,0.00006898101,0.00006386005,0.000057276477,0.0000034528548,0.00011186639,1.966443e-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":[0.000023165894,0.00004546125,0.0005200498,0.0002080026,0.00077830255,7.486009e-8,0.0012334423,0.02424933,0.67783403,0.2945371,0.00018180866,0.0003892452],"study_design_scores_gemma":[0.0030146623,0.00032067075,0.03364609,0.0015492644,0.00089463865,0.0000031062343,0.008950155,0.03460077,0.8988387,0.012945184,0.0039404565,0.0012963106],"about_ca_topic_score_codex":0.0060803522,"about_ca_topic_score_gemma":0.004590952,"teacher_disagreement_score":0.28159192,"about_ca_system_score_codex":0.000045511704,"about_ca_system_score_gemma":0.000051567862,"threshold_uncertainty_score":0.91917145},"labels":[],"label_agreement":null},{"id":"W2802378896","doi":"10.1002/adom.201701391","title":"Ultraviolet Light‐Emitting Diode Using Nonpolar AlGaN Core–Shell Nanowire Heterostructures","year":2018,"lang":"en","type":"article","venue":"Advanced Optical Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":44,"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":"National Research Foundation of Korea","keywords":"Materials science; Nanowire; Optoelectronics; Cathodoluminescence; Heterojunction; Ultraviolet; Electroluminescence; Light-emitting diode; Chemical vapor deposition; Diode; Metalorganic vapour phase epitaxy; Luminescence; Quantum efficiency; Nanotechnology","score_opus":0.015361867054046128,"score_gpt":0.2751892505849321,"score_spread":0.25982738353088597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802378896","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":[0.99551016,0.0000393184,0.0005730906,0.000036916615,0.0020617037,0.00033707218,0.00029094963,0.00009550057,0.0010552938],"genre_scores_gemma":[0.9870363,0.0000023956231,0.010739288,0.0002194052,0.0017283576,0.00001934081,0.00010297319,0.000074518124,0.00007745304],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99781513,0.00006489875,0.0006690506,0.0005695667,0.00018679046,0.0006945326],"domain_scores_gemma":[0.9988581,0.000065010885,0.0002702468,0.00047282488,0.00012887418,0.00020493535],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021328864,0.000400724,0.00061941816,0.000054373264,0.00027990312,0.00023237194,0.00031118153,0.00011925794,0.0020133427],"category_scores_gemma":[0.00003268884,0.00034886022,0.00010915908,0.00010567423,0.00018161378,0.00031544655,0.000118905824,0.000106988664,0.00017277016],"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":[0.000060213864,0.000037493308,0.000835185,0.00003898186,0.000035917365,0.000003820071,0.0001160829,0.000010718781,0.9933982,0.004819878,0.000030045388,0.00061347766],"study_design_scores_gemma":[0.0005993709,0.00011020309,0.00048291628,0.00012981014,0.000050040664,0.0000062910276,0.00010989725,0.000015396152,0.9916102,0.004697962,0.0017546946,0.00043317297],"about_ca_topic_score_codex":0.00013175733,"about_ca_topic_score_gemma":0.0000021172225,"teacher_disagreement_score":0.010166198,"about_ca_system_score_codex":0.000032627828,"about_ca_system_score_gemma":0.00003602883,"threshold_uncertainty_score":0.99989635},"labels":[],"label_agreement":null},{"id":"W2806023802","doi":"10.1038/s41598-018-25416-6","title":"Engineering of III-Nitride Semiconductors on Low Temperature Co-fired Ceramics","year":2018,"lang":"en","type":"article","venue":"Scientific Reports","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Lakehead University","funders":"Servicios Centrales de Investigación Científica y Tecnológica; Alexander von Humboldt-Stiftung","keywords":"Ceramic; Materials science; Substrate (aquarium); Heterojunction; Chemical vapor deposition; Nitride; Optoelectronics; Deposition (geology); Template; Semiconductor; Nanotechnology; Composite material; Layer (electronics)","score_opus":0.009515189310308146,"score_gpt":0.23578368444520145,"score_spread":0.2262684951348933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806023802","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":[0.9901426,0.000012530528,0.000008917214,0.000012363375,0.007968315,0.00020835298,0.00003489427,0.000043202686,0.0015688622],"genre_scores_gemma":[0.9973665,2.9200334e-7,0.000100330406,0.00001837423,0.00051939004,0.000008167664,0.00016404736,0.000024085066,0.0017988344],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99837285,0.000019422832,0.0004931674,0.0005224402,0.00028953972,0.00030259366],"domain_scores_gemma":[0.99862885,0.000026694208,0.00032575088,0.0007061607,0.00020383665,0.00010871158],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000501669,0.00019219416,0.0002807731,0.0001399219,0.0001576178,0.0001876744,0.00014821989,0.000063358326,0.0010200556],"category_scores_gemma":[0.00002034063,0.00016808386,0.0001145765,0.0002751577,0.00015115851,0.00013791212,0.000032613665,0.00011048962,0.00004778147],"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":[0.0000069511802,0.000052451174,0.0013532762,0.000025105674,0.000029475406,0.00000995502,0.00028734168,0.00011196945,0.990449,0.00025821666,0.007342987,0.00007327966],"study_design_scores_gemma":[0.00014733894,0.00002913581,0.0001407698,0.00008637955,0.000015889827,0.000006283565,0.00015138304,0.00006190464,0.9863102,0.0005104318,0.01236115,0.00017917276],"about_ca_topic_score_codex":0.000088506145,"about_ca_topic_score_gemma":0.0000016167576,"teacher_disagreement_score":0.0074489247,"about_ca_system_score_codex":0.000022685344,"about_ca_system_score_gemma":0.000117138865,"threshold_uncertainty_score":0.9998931},"labels":[],"label_agreement":null},{"id":"W2810291975","doi":"10.1088/2053-1591/aad11e","title":"Modelling of microcavity effect in InGaN/GaN heterostructures for interfacial study","year":2018,"lang":"en","type":"article","venue":"Materials Research Express","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"National Natural Science Foundation of China","keywords":"Heterojunction; Materials science; Optoelectronics; Engineering physics; Physics","score_opus":0.07281252685080175,"score_gpt":0.36973171296366214,"score_spread":0.2969191861128604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810291975","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":[0.9968212,0.000009682919,0.0006457601,0.0000061841974,0.00052869937,0.001533756,0.00035811582,0.000014515548,0.00008208704],"genre_scores_gemma":[0.998774,5.005669e-7,0.00020473744,0.0000045613897,0.00066283665,0.00025263053,0.000036956913,0.000033860277,0.000029903777],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977225,0.0005969887,0.00048398654,0.00039502428,0.0002739562,0.0005275381],"domain_scores_gemma":[0.9989977,0.00021464593,0.00012139262,0.00035898853,0.00023860841,0.00006869487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018510458,0.00019544727,0.000500236,0.00019530674,0.00014006368,0.0001789903,0.0004169972,0.000062943385,0.0004931856],"category_scores_gemma":[0.000030680014,0.0001640163,0.00005790915,0.00012795211,0.00015825988,0.00014011332,0.00018000345,0.00011489853,0.000009763944],"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":[0.0006554751,0.00016605895,0.0039058367,0.00015029039,0.000035677313,7.93265e-7,0.0018049472,0.00013493863,0.9927479,0.00006691577,0.00010423817,0.0002269246],"study_design_scores_gemma":[0.0012375006,0.0007933304,0.00020669973,0.000088806206,0.00000898592,1.1991469e-7,0.00048371914,0.00013326413,0.9952172,0.0015161646,0.00016987865,0.00014430516],"about_ca_topic_score_codex":0.0032168613,"about_ca_topic_score_gemma":0.000028035578,"teacher_disagreement_score":0.003699137,"about_ca_system_score_codex":0.000026309777,"about_ca_system_score_gemma":0.000038991475,"threshold_uncertainty_score":0.66883904},"labels":[],"label_agreement":null},{"id":"W2810549339","doi":"10.1109/ted.2018.2846219","title":"Modeling the Reverse Gate-Leakage Current in GaN-Channel HFETs: Realistic Assessment of Fowler–Nordheim and Leakage at Mesa Sidewalls","year":2018,"lang":"en","type":"article","venue":"IEEE Transactions on Electron Devices","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Leakage (economics); Quantum tunnelling; Materials science; Optoelectronics; Transistor; Schottky barrier; Heterojunction; Electron; Electric field; Condensed matter physics; Electrical engineering; Voltage; Physics; Engineering","score_opus":0.02342149095536132,"score_gpt":0.30006163033151295,"score_spread":0.2766401393761516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810549339","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":[0.97132534,0.0002037818,0.026770476,0.00016937315,0.00040761745,0.00042829156,0.00013271427,0.000030787156,0.000531647],"genre_scores_gemma":[0.9994004,0.00010643568,0.00006012915,0.000066671695,0.00013561825,0.0000733567,0.000017893795,0.00003211212,0.000107385735],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99831945,0.00014807758,0.00048515666,0.00039898526,0.00022250718,0.0004258221],"domain_scores_gemma":[0.9991766,0.00012084571,0.00017703009,0.00034535408,0.00009863876,0.00008153967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035248746,0.0002769911,0.0003628233,0.00013785089,0.0002503418,0.000058134512,0.00021295149,0.00005892679,0.0002928312],"category_scores_gemma":[0.0000015277836,0.0002172832,0.00010867002,0.00021259945,0.0000993288,0.00018908932,0.000004408326,0.00027741265,0.0000132653695],"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":[0.00086116156,0.0028819023,0.0030079675,0.0012510024,0.0012039182,0.000010754762,0.007653136,0.20499721,0.7475556,0.005391846,0.0008857801,0.024299713],"study_design_scores_gemma":[0.0041715885,0.0014551772,0.0016622704,0.0011106192,0.0008615811,0.000010810466,0.003140637,0.26984063,0.7085368,0.0045688674,0.0029620684,0.0016789756],"about_ca_topic_score_codex":0.0018744562,"about_ca_topic_score_gemma":0.0024283007,"teacher_disagreement_score":0.06484341,"about_ca_system_score_codex":0.00009182585,"about_ca_system_score_gemma":0.000094135525,"threshold_uncertainty_score":0.8860552},"labels":[],"label_agreement":null},{"id":"W2887143653","doi":"10.1109/access.2018.2861323","title":"Strain-Reduction Induced Rise in Channel Temperature at Ohmic Contacts of GaN HEMTs","year":2018,"lang":"en","type":"article","venue":"IEEE Access","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Liverpool John Moores University","keywords":"Ohmic contact; Materials science; Optoelectronics; Temperature measurement; Synchrotron radiation; Electrical conductor; Gallium nitride; Diffraction; Wide-bandgap semiconductor; Condensed matter physics; Optics; Composite material; Layer (electronics); Physics","score_opus":0.030788995119625864,"score_gpt":0.30024358530647927,"score_spread":0.2694545901868534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887143653","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":[0.9973612,0.000021708076,0.000003792495,0.000050175262,0.0012771754,0.000269056,0.000113268994,0.000016588192,0.00088702363],"genre_scores_gemma":[0.998808,0.0000016596701,0.0000057347056,0.000041435684,0.00094187126,0.00002303369,0.00003993214,0.000019447147,0.000118870965],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99908173,0.0000453243,0.00027517058,0.00024698992,0.00011096176,0.00023985098],"domain_scores_gemma":[0.9994185,0.000014393731,0.00017241683,0.00023037977,0.00009725102,0.000067048924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113369846,0.0001578487,0.0002562113,0.00009060647,0.00006351788,0.00006787527,0.00024577076,0.00007918654,0.00047867207],"category_scores_gemma":[0.0000028183783,0.00014366543,0.000052225798,0.00016811995,0.000045648412,0.0003243284,0.000034439316,0.00010248968,0.000025734378],"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":[0.00004414319,0.00007443296,0.0030752749,0.00002629945,0.000019062312,9.965535e-7,0.00056824676,0.000010946685,0.995226,0.00009016649,0.00043094065,0.0004334739],"study_design_scores_gemma":[0.00070713897,0.000063102496,0.009148455,0.00006888803,0.0000132925625,0.0000010642032,0.00024747555,0.000012726621,0.98876375,0.00058694487,0.00022590616,0.00016126936],"about_ca_topic_score_codex":0.0012278327,"about_ca_topic_score_gemma":0.00012285121,"teacher_disagreement_score":0.0064622806,"about_ca_system_score_codex":0.000031873005,"about_ca_system_score_gemma":0.000052643012,"threshold_uncertainty_score":0.58585066},"labels":[],"label_agreement":null},{"id":"W2889151697","doi":"10.1109/ccece.2018.8447758","title":"Thermal Effects Analysis of GaN HEMT Power Amplifier Based on LTCC Substrate Integration","year":2018,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"École de Technologie Supérieure","funders":"","keywords":"High-electron-mobility transistor; Materials science; Amplifier; Optoelectronics; Substrate (aquarium); Microwave; Gallium nitride; Ceramic; Thermal; Power semiconductor device; Wide-bandgap semiconductor; Electrical engineering; Electronic engineering; Transistor; Layer (electronics); Engineering; Composite material; Telecommunications; CMOS; Voltage","score_opus":0.010288435468892377,"score_gpt":0.25176874829810786,"score_spread":0.24148031282921548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889151697","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":[0.9728176,0.0000017385736,0.0035105424,0.000027364165,0.00017739911,0.00012627804,0.000032670923,0.000019139301,0.023287283],"genre_scores_gemma":[0.9992264,5.7931626e-8,0.00014934767,0.00018318156,0.00010755438,0.000009507364,0.00010385626,0.000011053295,0.00020907876],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992719,0.00005350262,0.00020644143,0.00019301676,0.00011777754,0.00015735853],"domain_scores_gemma":[0.99938995,0.00007019154,0.00011807615,0.00027173385,0.000099270444,0.00005076032],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013062223,0.00013608142,0.00025753217,0.00013551346,0.000042469845,0.000041414733,0.00009809273,0.00003527505,0.005984341],"category_scores_gemma":[0.000003341708,0.00009814698,0.00015714215,0.00028060944,0.00004487145,0.00006609387,0.0000069459156,0.00004449298,0.000056937606],"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":[0.000070144626,0.00017729733,0.019510357,0.000011645338,0.00042262598,4.297241e-7,0.00019811658,0.00033409774,0.9704106,0.0073680263,0.00023878121,0.001257922],"study_design_scores_gemma":[0.0003326766,0.00019588698,0.03221311,0.000019210402,0.00029041004,9.754255e-9,0.000104558494,0.003347988,0.96307003,0.00013737773,0.0001504459,0.00013829801],"about_ca_topic_score_codex":0.00041262514,"about_ca_topic_score_gemma":0.000032682437,"teacher_disagreement_score":0.026408779,"about_ca_system_score_codex":0.000008059087,"about_ca_system_score_gemma":0.00002417473,"threshold_uncertainty_score":0.9949243},"labels":[],"label_agreement":null},{"id":"W2889943695","doi":"10.14447/jnmes.v19i1.341","title":"Degradation of AlGaN/GaN Light Emitting Diodes caused by Carbon Contamination with Reverse-bias Stress Test in Water Vapor","year":2016,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Materials science; Scanning electron microscope; Degradation (telecommunications); Electrode; Optoelectronics; Diode; Contamination; Focused ion beam; Carbon fibers; Deformation (meteorology); Stress (linguistics); Composite material; Ion; Electronic engineering; Chemistry","score_opus":0.011594889078476344,"score_gpt":0.22622087267551,"score_spread":0.21462598359703366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889943695","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":[0.9985258,0.00005278379,0.00050523155,0.00017046925,0.00026007532,0.0003747291,0.000079802376,0.000006363779,0.000024760337],"genre_scores_gemma":[0.99910015,0.0000041340204,0.000030691997,0.0000064827714,0.0005188408,0.000019495568,0.00006275728,0.000028603346,0.00022882916],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99825615,0.00006839459,0.000943921,0.00016914237,0.00025749733,0.00030486888],"domain_scores_gemma":[0.99844164,0.00014112631,0.00092291815,0.00011639184,0.00028858855,0.00008935741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053033535,0.00019342502,0.00059613684,0.00007991207,0.000023980949,0.00006404935,0.00015055995,0.00008295363,0.000038361173],"category_scores_gemma":[0.000048790167,0.00010647631,0.000067318666,0.00005832144,0.000017752061,0.00018967068,0.000010252439,0.00005503362,6.991973e-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":[0.00017882719,0.00007646939,0.0049208216,0.00014083768,0.00006792172,0.0000010408868,0.00012700487,0.0000010069951,0.99406064,0.000042624753,0.00029174797,0.0000910398],"study_design_scores_gemma":[0.0020469117,0.00033437426,0.000088746616,0.0006556462,0.00007080261,0.0000068374375,0.00014410565,0.000004393637,0.9958476,0.00012622094,0.00051749276,0.00015690633],"about_ca_topic_score_codex":0.00040662164,"about_ca_topic_score_gemma":0.000009850042,"teacher_disagreement_score":0.004832075,"about_ca_system_score_codex":0.00011177394,"about_ca_system_score_gemma":0.000083430015,"threshold_uncertainty_score":0.4341978},"labels":[],"label_agreement":null},{"id":"W2890419265","doi":"10.1109/ted.2018.2869024","title":"Theoretical Evaluation of the Effects of Isolation-Feature Size and Geometry on the Built-In Strain and 2-D Electron Gas Density of AlGaN/GaN Heterostructures","year":2018,"lang":"en","type":"article","venue":"IEEE Transactions on Electron Devices","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Heterojunction; Wurtzite crystal structure; Energy minimization; Optoelectronics; Gallium nitride; Transistor; Voltage; Nanotechnology; Electrical engineering; Chemistry; Engineering; Computational chemistry","score_opus":0.0063150772035207164,"score_gpt":0.2560989607197381,"score_spread":0.2497838835162174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890419265","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":[0.99878746,0.000090790025,0.0002545845,0.00017312204,0.00011695113,0.0004606183,0.000039102357,0.0000051140037,0.00007223418],"genre_scores_gemma":[0.9998357,0.0000104400015,0.00002250133,0.00005579958,0.000040979892,0.000015064418,0.0000022588508,0.000011635468,0.0000055988944],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99884105,0.00028455805,0.0002256514,0.00020059448,0.00026373973,0.00018438908],"domain_scores_gemma":[0.99889,0.0005344297,0.00019212159,0.00023732446,0.00011934469,0.000026802514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040699172,0.00015669223,0.00023666985,0.00006851494,0.00009944157,0.000018122792,0.00012500353,0.000072007795,0.00010870751],"category_scores_gemma":[0.00001856324,0.00009674143,0.00006809099,0.00019550712,0.0002692239,0.00006277639,0.0000020440973,0.00019488324,2.9619656e-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":[0.000119612174,0.0000887882,0.0024693492,0.00008063851,0.000090241316,3.68826e-8,0.0003587961,0.00008362501,0.9892973,0.005013944,0.000005003112,0.0023927044],"study_design_scores_gemma":[0.0004976543,0.0004640877,0.043629266,0.00009359489,0.000150752,8.5483043e-7,0.000083991436,0.00042789217,0.94712025,0.0074455966,0.0000031292027,0.00008290769],"about_ca_topic_score_codex":0.00012433807,"about_ca_topic_score_gemma":0.00019360874,"teacher_disagreement_score":0.042176988,"about_ca_system_score_codex":0.000018882709,"about_ca_system_score_gemma":0.000055341716,"threshold_uncertainty_score":0.3945001},"labels":[],"label_agreement":null},{"id":"W2890702453","doi":"10.1109/led.2018.2864643","title":"Resistive nickel temperature sensor integrated into short-gate length AlGaN/GaN HEMT dedicated to RF applications","year":2018,"lang":"en","type":"article","venue":"IEEE Electron Device Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"High-electron-mobility transistor; Materials science; Resistive touchscreen; Optoelectronics; Transistor; Parasitic capacitance; Radio frequency; Capacitance; Gallium nitride; Electrical engineering; Voltage; Nanotechnology; Engineering; Electrode; Layer (electronics); Chemistry","score_opus":0.009366395114636708,"score_gpt":0.26228955399475656,"score_spread":0.25292315888011985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890702453","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":[0.9906886,0.000045852463,0.002221615,0.0050247316,0.0003668032,0.0009178464,0.00010316659,0.00018831503,0.00044306772],"genre_scores_gemma":[0.9896629,0.0000032513283,0.00089340983,0.0066058487,0.0016947923,0.00032320843,0.00037721498,0.000085862666,0.000353503],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9975377,0.00012320092,0.00048551647,0.0007868906,0.00026750154,0.0007991958],"domain_scores_gemma":[0.99856746,0.0000725443,0.00015461221,0.00062560616,0.00028655684,0.00029319146],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021627768,0.0004695537,0.00044436977,0.0001854415,0.0003626359,0.00018759792,0.0004961438,0.00013066329,0.00027507212],"category_scores_gemma":[0.00000930219,0.00042996052,0.0001322885,0.000698696,0.00013996965,0.00018298283,0.000037028567,0.00043101603,0.00060555176],"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":[0.000064452826,0.00006553044,0.00056656107,0.000021473732,0.00016811368,0.0000025842642,0.00038967666,0.000024666751,0.97536844,0.00016734134,0.02208925,0.0010719155],"study_design_scores_gemma":[0.00034745107,0.00013742552,0.00041294773,0.00005711601,0.000105170955,0.0000025946265,0.0003156436,0.000032355278,0.9157877,0.000093344475,0.08216671,0.0005415635],"about_ca_topic_score_codex":0.0009249837,"about_ca_topic_score_gemma":0.00020492969,"teacher_disagreement_score":0.06007746,"about_ca_system_score_codex":0.00014580974,"about_ca_system_score_gemma":0.00013658687,"threshold_uncertainty_score":0.9998152},"labels":[],"label_agreement":null},{"id":"W2892151847","doi":"10.1109/jqe.2018.2870439","title":"AlGaN Nanowires: Path to Electrically Injected Semiconductor Deep Ultraviolet Lasers","year":2018,"lang":"en","type":"article","venue":"IEEE Journal of Quantum Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":24,"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":"Army Research Office; Zhejiang University; McGill University; University of Michigan","keywords":"Optoelectronics; Materials science; Nanowire; Laser; Ultraviolet; Semiconductor laser theory; Semiconductor; Wide-bandgap semiconductor; Optics; Physics","score_opus":0.011691720901734454,"score_gpt":0.25959928921256636,"score_spread":0.2479075683108319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892151847","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":[0.994589,0.00027030223,0.0034239464,0.00021808766,0.0010304349,0.00022089407,0.000031931515,0.00002969825,0.00018573458],"genre_scores_gemma":[0.99663514,0.0000418349,0.00046195005,0.000527311,0.0021642575,0.0000063592106,0.000012402675,0.00006163239,0.000089112116],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9973873,0.00015098715,0.0008764677,0.00030621584,0.00041012125,0.00086891255],"domain_scores_gemma":[0.9978543,0.00011070543,0.0006629202,0.0003275197,0.0006675181,0.0003770628],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005041581,0.00034931596,0.0005895813,0.00023805631,0.00016396792,0.00013152495,0.00058076857,0.00010794398,0.00041325335],"category_scores_gemma":[0.000043948363,0.00029597757,0.00025269284,0.00047450783,0.0000666459,0.0002626767,0.00002368362,0.00047846604,0.0000928305],"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":[0.00020830729,0.00017011279,0.00057919935,0.000014644803,0.00018981542,0.000007725417,0.0004032945,0.000031309803,0.9903675,0.0019738567,0.0046416186,0.0014126546],"study_design_scores_gemma":[0.0016804773,0.00324737,0.0003041336,0.00015738173,0.00015980162,0.000065212764,0.00032480166,0.00047172207,0.9716631,0.0040531713,0.017295888,0.00057694124],"about_ca_topic_score_codex":0.000078589255,"about_ca_topic_score_gemma":0.000021202386,"teacher_disagreement_score":0.018704362,"about_ca_system_score_codex":0.00016225624,"about_ca_system_score_gemma":0.0006783976,"threshold_uncertainty_score":0.9999492},"labels":[],"label_agreement":null},{"id":"W2896398530","doi":"10.1109/essderc.2018.8486912","title":"Temperature monitoring of short-gate length AlGaN/GaN HEMT via an integrated sensor","year":2018,"lang":"en","type":"preprint","venue":"","topic":"GaN-based semiconductor devices and materials","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"High-electron-mobility transistor; Materials science; Transistor; Resistive touchscreen; Optoelectronics; Temperature measurement; Gallium nitride; Cutoff frequency; Thermal resistance; Wide-bandgap semiconductor; Power (physics); Thermal; Electrical engineering; Voltage; Engineering; Physics; Nanotechnology; Layer (electronics)","score_opus":0.02336520674526238,"score_gpt":0.27904706027918325,"score_spread":0.25568185353392087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896398530","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":[0.9944515,0.00004358558,0.00036023275,0.00002587332,0.002366525,0.0004518574,0.00045453242,0.0001198534,0.0017260261],"genre_scores_gemma":[0.99318177,0.00000862516,0.0028429017,0.000016354279,0.0022320005,0.000036960337,0.00089648634,0.00008450399,0.00070040487],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978474,0.00012240493,0.00065741956,0.0007220125,0.00023986062,0.00041093846],"domain_scores_gemma":[0.998161,0.000028294626,0.000290169,0.00091480906,0.00041176745,0.00019392956],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023958074,0.0005761323,0.00080361153,0.00011686356,0.00008918803,0.00019495873,0.0004955094,0.0003460607,0.0015487031],"category_scores_gemma":[0.0000040486675,0.00046768307,0.00024090624,0.000105145875,0.00008661339,0.0001465616,0.00022309681,0.00056558737,0.000034500394],"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":[0.00004656601,0.00021937022,0.016406389,0.00024315271,0.00044296106,0.000003818565,0.000570111,0.00023641175,0.9780896,0.00019510914,0.0004560387,0.0030904897],"study_design_scores_gemma":[0.0002518319,0.00010233789,0.0012704552,0.0003283338,0.00014023579,0.0000011772178,0.0012790284,0.00023522289,0.99357176,0.00068425306,0.0014913827,0.00064395595],"about_ca_topic_score_codex":0.002392946,"about_ca_topic_score_gemma":0.000015218645,"teacher_disagreement_score":0.015482204,"about_ca_system_score_codex":0.000036811656,"about_ca_system_score_gemma":0.00016161114,"threshold_uncertainty_score":0.9997775},"labels":[],"label_agreement":null},{"id":"W2898160999","doi":"10.1016/j.jcrysgro.2018.10.048","title":"Molecular beam epitaxy and characterization of Al0.6Ga0.4N epilayers","year":2018,"lang":"en","type":"article","venue":"Journal of Crystal Growth","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Intelligence Advanced Research Projects Activity; Natural Sciences and Engineering Research Council of Canada; Office of the Director of National Intelligence","keywords":"Molecular beam epitaxy; Materials science; Sapphire; Substrate (aquarium); Dislocation; Characterization (materials science); Wavelength; Optoelectronics; Epitaxy; Surface finish; Surface roughness; Refractive index; Optics; Analytical Chemistry (journal); Crystallography; Layer (electronics); Nanotechnology; Chemistry; Composite material; Laser","score_opus":0.007105208062512676,"score_gpt":0.22265577398756214,"score_spread":0.21555056592504948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898160999","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":[0.9973246,0.000029392017,0.0017118923,0.00009593885,0.0002531935,0.00006306464,0.000038006725,0.0000030278013,0.00048091408],"genre_scores_gemma":[0.9992499,0.000007205392,0.0001887873,0.00005580731,0.0004489739,7.4768064e-7,0.000009766568,0.000013131733,0.000025675126],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99922776,0.000033452743,0.0003806792,0.00008426777,0.00014805315,0.00012577054],"domain_scores_gemma":[0.9990517,0.000015992451,0.0005226635,0.00008007331,0.0002453713,0.00008422342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018248198,0.00010204774,0.000250667,0.00007884665,0.00003433144,0.00003578066,0.00009839966,0.000030641684,0.00019815947],"category_scores_gemma":[0.0000068044837,0.00008515076,0.000082068895,0.00006431379,0.000072045004,0.00023069954,0.000025774187,0.000067131594,0.0000020487846],"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":[0.000036950263,0.00004099171,0.0050365347,0.000026881906,0.000061999745,0.0000024609506,0.00017165202,9.0142987e-7,0.9928585,0.0013443866,0.000051185754,0.00036750184],"study_design_scores_gemma":[0.00058362185,0.00034910714,0.009674922,0.000077212375,0.00006538826,0.000010637423,0.00013377277,0.000012139993,0.9857162,0.0020941112,0.0011667807,0.000116075455],"about_ca_topic_score_codex":0.00002375233,"about_ca_topic_score_gemma":2.0500869e-7,"teacher_disagreement_score":0.007142322,"about_ca_system_score_codex":0.000007723576,"about_ca_system_score_gemma":0.000041837677,"threshold_uncertainty_score":0.3472347},"labels":[],"label_agreement":null},{"id":"W2898543277","doi":"10.1002/pssa.201800420","title":"Recent Advances on III‐Nitride Nanowire Light Emitters on Foreign Substrates – Toward Flexible Photonics","year":2018,"lang":"en","type":"article","venue":"physica status solidi (a)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":42,"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":"King Abdullah University of Science and Technology; McGill University","keywords":"Photonics; Nanowire; Nitride; Light-emitting diode; Materials science; Nanotechnology; Context (archaeology); Optoelectronics; Realization (probability); Layer (electronics)","score_opus":0.02229026613306345,"score_gpt":0.27966708355101855,"score_spread":0.2573768174179551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898543277","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":[0.9268341,0.00025104056,0.00004447008,0.00032385706,0.0008311295,0.00043980902,0.0002388193,0.00012832404,0.070908435],"genre_scores_gemma":[0.9973403,0.00027066,0.00014998339,0.0005139909,0.0010368386,0.00008622716,0.00015955431,0.00006503368,0.00037739304],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978063,0.00005714477,0.00035569843,0.00059792225,0.0003250057,0.00085792557],"domain_scores_gemma":[0.99875134,0.00008346179,0.00026163933,0.0005118624,0.00015915306,0.00023252005],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009748955,0.0004334635,0.0004738808,0.000077367615,0.00027269454,0.00014553944,0.00028866125,0.000056527602,0.00059557724],"category_scores_gemma":[0.0000047273306,0.00037136825,0.00018026747,0.00023577483,0.0001105153,0.00026945764,0.000051569205,0.00019425941,0.00044817818],"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":[0.001496669,0.0018434252,0.0021077744,0.00017679036,0.0005387299,0.000011977848,0.003567484,0.0003163551,0.7521884,0.1437934,0.027050015,0.06690898],"study_design_scores_gemma":[0.00067952945,0.00041524347,0.000084384985,0.00007991463,0.000034813846,2.0437399e-7,0.0005342271,0.000049166156,0.6980616,0.005207384,0.29449883,0.00035468882],"about_ca_topic_score_codex":0.00012185552,"about_ca_topic_score_gemma":0.000007072155,"teacher_disagreement_score":0.26744884,"about_ca_system_score_codex":0.000073699586,"about_ca_system_score_gemma":0.00012773082,"threshold_uncertainty_score":0.9998738},"labels":[],"label_agreement":null},{"id":"W2900046749","doi":"10.1088/1674-4926/40/2/022802","title":"2D study of AlGaN/AlN/GaN/AlGaN HEMTs’ response to traps","year":2019,"lang":"en","type":"article","venue":"Journal of Semiconductors","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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 Ottawa","funders":"","keywords":"Materials science; Optoelectronics; Transistor; Passivation; Conduction band; Substrate (aquarium); Threshold voltage; Layer (electronics); Voltage; Electron; Electrical engineering; Nanotechnology","score_opus":0.015710617189271223,"score_gpt":0.2664604042689286,"score_spread":0.25074978707965734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900046749","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":[0.99745226,0.000058156475,0.000006908339,0.0001193496,0.0014441418,0.0005025888,0.000043649074,0.0000124226435,0.00036051654],"genre_scores_gemma":[0.99881816,0.0000022236902,0.00012671752,0.00009969566,0.00043588245,0.000004412822,0.000004584026,0.000049880793,0.0004584612],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974203,0.00026356467,0.0011602545,0.0002894703,0.0004857676,0.00038065747],"domain_scores_gemma":[0.99773204,0.00019890077,0.00095888466,0.00047457125,0.0003435669,0.00029202533],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010682284,0.0003139143,0.00085037545,0.0003771704,0.000055907993,0.00006915347,0.00055057305,0.00007628131,0.001807406],"category_scores_gemma":[0.00003498206,0.00025702486,0.00027191968,0.00033936778,0.00003327034,0.0003580524,0.00006434271,0.00030955192,0.00007787],"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":[0.00062476215,0.00055885676,0.048577864,0.000027229555,0.0002565415,0.000009386019,0.00437717,0.0001111178,0.9438992,0.00005381943,0.0011415491,0.00036247613],"study_design_scores_gemma":[0.0055554723,0.0042947084,0.026292834,0.00028432984,0.00030256476,0.000035587578,0.03641269,0.000005339895,0.9129909,0.00057193334,0.0125457235,0.00070788164],"about_ca_topic_score_codex":0.00027749588,"about_ca_topic_score_gemma":0.00000634216,"teacher_disagreement_score":0.03203552,"about_ca_system_score_codex":0.00005774309,"about_ca_system_score_gemma":0.00020610375,"threshold_uncertainty_score":0.9999882},"labels":[],"label_agreement":null},{"id":"W2900405894","doi":"10.1063/1.5050511","title":"Characterizing the electrical breakdown properties of single n-i-n-n+:GaN nanowires","year":2018,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":5,"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; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Materials science; Nanowire; Breakdown voltage; Doping; Scanning electron microscope; Optoelectronics; Nanoprobe; Transmission electron microscopy; Current density; Wide-bandgap semiconductor; Electrical resistivity and conductivity; Contact resistance; Analytical Chemistry (journal); Nanotechnology; Voltage; Composite material; Chemistry; Electrical engineering; Nanoparticle","score_opus":0.017258185761846623,"score_gpt":0.20838518031205003,"score_spread":0.1911269945502034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900405894","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":[0.9962289,0.000009163253,0.00029009642,0.00046136795,0.00018722542,0.00023726397,0.000015250425,0.00003147429,0.0025393004],"genre_scores_gemma":[0.99705255,3.9986972e-7,0.0000558361,0.001348402,0.0014298242,0.000041024105,0.000019560268,0.000029719535,0.00002266474],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990226,0.000030506379,0.00024492282,0.00022802535,0.00016466083,0.00030927677],"domain_scores_gemma":[0.9993801,0.000031157164,0.00018508319,0.00031861968,0.000045449124,0.000039550574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000887115,0.00018694096,0.00024073207,0.000021242095,0.00015310734,0.00007084198,0.0002727369,0.000024743846,0.000077692],"category_scores_gemma":[0.0000011574656,0.0001273565,0.00008833824,0.00015478798,0.00022379111,0.00008941907,0.000046439323,0.00009558272,0.00005725987],"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":[0.00002355007,0.00007454756,0.00026236384,0.000013304306,0.00006257439,1.150972e-7,0.0007604541,0.0000034375078,0.9886728,0.006626846,0.0005343066,0.0029657097],"study_design_scores_gemma":[0.00020041238,0.00003073946,0.0002524145,0.000021481874,0.000033780212,2.6958793e-7,0.00010481629,0.000010760886,0.9960849,0.00029851942,0.0027957356,0.0001661708],"about_ca_topic_score_codex":0.00016143749,"about_ca_topic_score_gemma":9.675348e-7,"teacher_disagreement_score":0.0074121077,"about_ca_system_score_codex":0.000013999327,"about_ca_system_score_gemma":0.000025230565,"threshold_uncertainty_score":0.5193447},"labels":[],"label_agreement":null},{"id":"W2900587044","doi":"10.23919/eumic.2018.8539919","title":"Fully Automated RF-Thermal Stress Workbench with S-Parameters Tracking for GaN Reliability Analysis","year":2018,"lang":"en","type":"preprint","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Agence Nationale de la Recherche","keywords":"Workbench; Reliability (semiconductor); High-electron-mobility transistor; Computer science; Tracking (education); Radio frequency; Electronic engineering; Radar; Reliability engineering; SIGNAL (programming language); Stress (linguistics); Power (physics); Electrical engineering; Engineering; Transistor; Telecommunications; Physics","score_opus":0.0204924099419995,"score_gpt":0.2772634992892935,"score_spread":0.256771089347294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900587044","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":[0.9808215,0.000011151729,0.01468946,0.000065079585,0.00047003783,0.0010867111,0.0009982224,0.0003641513,0.0014936815],"genre_scores_gemma":[0.98492765,5.440737e-7,0.012500432,0.000044621283,0.00040486208,0.00026494014,0.0015802133,0.00006323134,0.00021350937],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99740136,0.00009478869,0.00064891885,0.0010343898,0.00025396832,0.00056657044],"domain_scores_gemma":[0.9976453,0.0001547133,0.00057061884,0.001056672,0.00040807953,0.00016461562],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004208065,0.0005613181,0.0009997052,0.00019278201,0.00015306412,0.00032219486,0.00050551066,0.0002279393,0.0015565119],"category_scores_gemma":[0.000009508966,0.00043166793,0.0005751623,0.00029951226,0.0001223352,0.00013219003,0.00015360968,0.00026306105,0.000013038975],"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":[0.0011914906,0.0017261523,0.58073866,0.002267077,0.02353852,0.000008607429,0.002642235,0.35179296,0.02496853,0.0009590901,0.0034328059,0.0067338618],"study_design_scores_gemma":[0.006518444,0.0014125606,0.12097616,0.0018718498,0.026714865,0.000001554492,0.00394563,0.22885822,0.5909705,0.008308854,0.0021150496,0.008306326],"about_ca_topic_score_codex":0.0021018772,"about_ca_topic_score_gemma":0.000100478246,"teacher_disagreement_score":0.56600195,"about_ca_system_score_codex":0.00005685799,"about_ca_system_score_gemma":0.00018609328,"threshold_uncertainty_score":0.9998135},"labels":[],"label_agreement":null},{"id":"W2900980622","doi":"10.23919/eumic.2018.8539935","title":"A Source and Drain Transient Currents Technique for Trap Characterisation in AIGaN/GaN HEMTs","year":2018,"lang":"en","type":"preprint","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Trapping; Transistor; Time constant; Transient (computer programming); Optoelectronics; Materials science; Redistribution (election); Degradation (telecommunications); Charge (physics); Current (fluid); Trap (plumbing); Atomic physics; Analytical Chemistry (journal); Molecular physics; Physics; Electrical engineering; Chemistry; Voltage; Thermodynamics; Computer science","score_opus":0.022123640747576178,"score_gpt":0.2799250915229511,"score_spread":0.2578014507753749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900980622","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":[0.9583296,0.000022234235,0.03796228,0.00014699594,0.00043422473,0.0019212988,0.0003661186,0.00003972535,0.00077749154],"genre_scores_gemma":[0.99683684,0.000006079874,0.0009995167,0.000059320766,0.00042358696,0.0007916709,0.00068755314,0.00003720703,0.00015823539],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99868107,0.000053353873,0.0004195492,0.00048618965,0.00009527047,0.00026459634],"domain_scores_gemma":[0.9993737,0.000030223802,0.000209195,0.0002457766,0.000058089707,0.00008303161],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034086787,0.0002901997,0.0004167803,0.00011659137,0.00004814889,0.00011210247,0.00015302496,0.00017603714,0.00026507638],"category_scores_gemma":[0.0000026609391,0.00026952254,0.000115730996,0.00004220959,0.00003978165,0.00007471531,0.00006211806,0.00019377294,0.0000043977843],"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":[0.00016799614,0.0006653958,0.008166769,0.0016095848,0.0001715977,7.450578e-7,0.006587065,0.000030713156,0.9367902,0.0009549152,0.0013408201,0.043514155],"study_design_scores_gemma":[0.0031308034,0.0003361428,0.0062126596,0.0012440097,0.00018928875,0.0000031893896,0.0010276043,0.0012708586,0.9175629,0.017556237,0.049751118,0.0017151969],"about_ca_topic_score_codex":0.00041120246,"about_ca_topic_score_gemma":0.000020384006,"teacher_disagreement_score":0.0484103,"about_ca_system_score_codex":0.000034867255,"about_ca_system_score_gemma":0.00008526231,"threshold_uncertainty_score":0.9999757},"labels":[],"label_agreement":null},{"id":"W2903698161","doi":"10.1109/ecce.2018.8557570","title":"A Multi-Output AC/DC Converter for LED Grow Lights","year":2018,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":4,"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 Calgary","funders":"","keywords":"Topology (electrical circuits); Forward converter; Boost converter; Detector; Power (physics); Light intensity; Flyback converter; LED lamp; Computer science; Light-emitting diode; Electronic engineering; Voltage; Electrical engineering; Physics; Engineering; Optics","score_opus":0.02518936325671272,"score_gpt":0.26841005294585746,"score_spread":0.24322068968914473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903698161","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":[0.967597,0.000013185647,0.02377573,0.0003146945,0.0011900543,0.0005664971,0.000098970864,0.00007973092,0.006364121],"genre_scores_gemma":[0.98595786,2.1796029e-7,0.0032463155,0.00039355425,0.0010189522,0.00005923194,0.00004984298,0.000021259075,0.009252753],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99924994,0.000015826616,0.00018382013,0.00023255311,0.000058636866,0.00025923186],"domain_scores_gemma":[0.99950975,0.00003251866,0.00006630496,0.00020574722,0.000106485204,0.00007921037],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007843348,0.00014587039,0.00019695863,0.000028549397,0.000099145014,0.00007511884,0.00013657205,0.000039244096,0.003131623],"category_scores_gemma":[0.0000021919718,0.00010840317,0.00010154741,0.000034658937,0.000043860513,0.00011667752,0.000029359853,0.000030617255,0.0004246208],"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":[0.00009108245,0.00030535267,0.0048849545,0.000062135325,0.00024615892,7.760569e-7,0.00096849335,3.08791e-7,0.9203034,0.02942718,0.036040064,0.007670068],"study_design_scores_gemma":[0.0027535472,0.00018798136,0.0007859761,0.000026076237,0.00006249596,5.0673145e-7,0.00025912435,0.0012789431,0.7711868,0.0028945417,0.2201574,0.00040658627],"about_ca_topic_score_codex":0.00031598983,"about_ca_topic_score_gemma":0.000036430265,"teacher_disagreement_score":0.18411735,"about_ca_system_score_codex":0.000007132567,"about_ca_system_score_gemma":0.00003035877,"threshold_uncertainty_score":0.99777967},"labels":[],"label_agreement":null},{"id":"W2903964140","doi":"10.1109/icsict.2018.8564869","title":"Design Trends in Smart Gate Driver ICs for Power GaN HEMTs","year":2018,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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 Toronto","funders":"","keywords":"Gallium nitride; Power semiconductor device; Transistor; Materials science; Gate driver; Power electronics; Wide-bandgap semiconductor; Logic gate; Power (physics); Optoelectronics; Electrical engineering; Electronic engineering; Engineering; Nanotechnology; Voltage","score_opus":0.028117912905605596,"score_gpt":0.27543006006574594,"score_spread":0.24731214716014036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903964140","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":[0.95830715,0.000005865292,0.016806355,0.00014656624,0.00054358575,0.00023213706,0.0000372953,0.00003553058,0.023885487],"genre_scores_gemma":[0.99368817,2.25483e-7,0.0019063698,0.00018206597,0.00022879017,0.000028448805,0.000037596223,0.00001875651,0.003909592],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992755,0.00002491241,0.00017770435,0.00020073475,0.000057129975,0.0002639907],"domain_scores_gemma":[0.99966115,0.00003315901,0.000052059997,0.00014629473,0.00005032523,0.00005701465],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014380581,0.00012580273,0.00016326673,0.00007083443,0.000048915717,0.00004761246,0.000097288605,0.000034639128,0.0057784677],"category_scores_gemma":[0.0000010535026,0.00010448327,0.000059287348,0.000094519724,0.000033195316,0.000095445044,0.000016069589,0.00003381986,0.00009331819],"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":[0.00034431947,0.0006352896,0.032421358,0.000042415755,0.00022273873,0.000004055352,0.0024102468,0.00007792668,0.8132708,0.035055503,0.09036905,0.025146266],"study_design_scores_gemma":[0.0031482587,0.00056107226,0.0068469467,0.00003729633,0.000053386408,7.0524317e-7,0.00048555105,0.0013115222,0.89644927,0.009010472,0.08134147,0.00075403444],"about_ca_topic_score_codex":0.00017372295,"about_ca_topic_score_gemma":0.000024178064,"teacher_disagreement_score":0.08317846,"about_ca_system_score_codex":0.000011219578,"about_ca_system_score_gemma":0.000021806847,"threshold_uncertainty_score":0.99513036},"labels":[],"label_agreement":null},{"id":"W2904435640","doi":"10.1109/access.2018.2885285","title":"GaN Integration Technology, an Ideal Candidate for High-Temperature Applications: A Review","year":2018,"lang":"en","type":"review","venue":"IEEE Access","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":144,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Airbus","keywords":"Microelectronics; Materials science; Silicon carbide; Gallium nitride; Engineering physics; Silicon; Wide-bandgap semiconductor; Optoelectronics; Power semiconductor device; Aerospace; Gallium arsenide; Reliability (semiconductor); Electronic engineering; Nanotechnology; Electrical engineering; Power (physics); Engineering; Aerospace engineering","score_opus":0.04037036405521544,"score_gpt":0.3799919198835872,"score_spread":0.3396215558283718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904435640","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":[0.00010205964,0.992427,0.0008671286,0.00007730731,0.0006759382,0.0041584084,0.0015117988,0.00010075302,0.0000796333],"genre_scores_gemma":[0.000678803,0.98510367,0.00026443147,0.00017366986,0.0021485712,0.006547335,0.0048786583,0.0000821177,0.000122747],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99817616,0.000080754326,0.0007050105,0.000629961,0.00010609788,0.00030201464],"domain_scores_gemma":[0.998101,0.000046213037,0.0006993515,0.00081187795,0.00025383465,0.000087746215],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026684467,0.00046606312,0.0013781918,0.00017387171,0.00016927502,0.00029615458,0.0010185087,0.0002856814,0.00023442351],"category_scores_gemma":[0.000006949983,0.00034816572,0.00025161344,0.00044784776,0.00006614977,0.0003433314,0.000047705253,0.0002534873,0.000066093344],"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":[0.0000041918784,0.00009425681,0.0000037636137,0.033722695,0.00022031424,5.387052e-7,0.000008175739,2.1722306e-7,0.00025499033,0.0056188377,0.020704279,0.9393677],"study_design_scores_gemma":[0.00012598776,0.000043208565,1.5920452e-7,0.01745701,0.00078339817,0.0000016884194,0.000007761236,5.720177e-7,0.0014512704,0.0028250613,0.9769089,0.00039495237],"about_ca_topic_score_codex":0.00023101397,"about_ca_topic_score_gemma":0.000038071765,"teacher_disagreement_score":0.95620465,"about_ca_system_score_codex":0.00004563554,"about_ca_system_score_gemma":0.00025702582,"threshold_uncertainty_score":0.99989706},"labels":[],"label_agreement":null},{"id":"W2904500680","doi":"10.1002/pssa.201800505","title":"Large Periphery GaN HEMTs Modeling Using Distributed Gate Resistance","year":2018,"lang":"en","type":"article","venue":"physica status solidi (a)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transistor; Optoelectronics; Materials science; Substrate (aquarium); High-electron-mobility transistor; Sheet resistance; Metal gate; Electrical resistance and conductance; Electrical engineering; Gate oxide; Nanotechnology; Engineering; Layer (electronics); Voltage","score_opus":0.026463655364794524,"score_gpt":0.285746656615703,"score_spread":0.2592830012509085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904500680","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":[0.9772533,0.00005685019,0.017239776,0.000047811896,0.00039739552,0.00018858808,0.0010714309,0.00008486387,0.00365997],"genre_scores_gemma":[0.9974351,0.0000033270821,0.0005330183,0.00007155758,0.001423115,0.00001701219,0.00030072717,0.00005558408,0.00016055327],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981153,0.000060947903,0.0003099889,0.0004400635,0.00020795621,0.0008657514],"domain_scores_gemma":[0.9989933,0.000023193095,0.0001721432,0.00043844146,0.00018491622,0.00018804692],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010785419,0.00028765458,0.00036607316,0.000032866585,0.00038197084,0.0001465925,0.00019167743,0.000040577084,0.00041466148],"category_scores_gemma":[0.000005383338,0.00028375722,0.00013823257,0.00019782616,0.00007595905,0.00028037897,0.00007382738,0.00012754853,0.00008640723],"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":[0.00022308719,0.00066143565,0.0028024341,0.0001666043,0.00032495012,0.000007402091,0.0034873853,0.0032530345,0.9616288,0.02359052,0.003504012,0.00035033195],"study_design_scores_gemma":[0.004879594,0.0002319507,0.0006979563,0.00060754456,0.00046481975,0.0000019105928,0.006036929,0.3298394,0.51318663,0.046483945,0.09438008,0.0031892406],"about_ca_topic_score_codex":0.00032434092,"about_ca_topic_score_gemma":0.000028402612,"teacher_disagreement_score":0.44844216,"about_ca_system_score_codex":0.000059004666,"about_ca_system_score_gemma":0.000113404996,"threshold_uncertainty_score":0.99996144},"labels":[],"label_agreement":null},{"id":"W2906573700","doi":"10.1016/j.nanoen.2018.12.067","title":"An In0.42Ga0.58N tunnel junction nanowire photocathode monolithically integrated on a nonplanar Si wafer","year":2018,"lang":"en","type":"article","venue":"Nano Energy","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":53,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Office of Energy Efficiency; Hydrogen and Fuel Cell Technologies Office; Division of Chemical, Bioengineering, Environmental, and Transport Systems; Office of Energy Efficiency and Renewable Energy; U.S. Department of Energy; McGill University; China Scholarship Council; College of Engineering, Michigan State University; Office of Science; University of Michigan; National Science Foundation","keywords":"Photocathode; Materials science; Photocurrent; Nanowire; Optoelectronics; Wafer; Semiconductor; Band gap; Energy conversion efficiency; Water splitting; Photoconductivity; Nitride; Quantum tunnelling; Quantum efficiency; Electron; Nanotechnology; Photocatalysis; Layer (electronics)","score_opus":0.01268839960086109,"score_gpt":0.24785431482921502,"score_spread":0.23516591522835392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906573700","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":[0.9922032,0.000014732209,0.0010286947,0.00008775241,0.0010420623,0.00013927597,0.00010303956,0.00010413823,0.0052771503],"genre_scores_gemma":[0.99522877,0.0000019965978,0.00021994606,0.0011697483,0.0009916684,0.00010758683,0.00031312087,0.000051122686,0.0019160719],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99841607,0.00017416583,0.00032418026,0.00047893822,0.000217505,0.00038912368],"domain_scores_gemma":[0.9990022,0.000029446985,0.00015101572,0.00047565336,0.0001800071,0.00016163674],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018383285,0.0002893623,0.00029972318,0.00011470736,0.00025853762,0.00009577056,0.0002930957,0.000121777666,0.0011142483],"category_scores_gemma":[0.000004253465,0.0002450205,0.00009951366,0.00021662131,0.00007063493,0.00010343491,0.00004214955,0.00015021978,0.00013638086],"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":[0.00023569741,0.00033183576,0.0003896733,0.000006815985,0.00006288608,0.000003304173,0.00037873024,0.00011179874,0.9708929,0.0131420875,0.0021886188,0.012255635],"study_design_scores_gemma":[0.0010750566,0.0010539328,0.00039906576,0.0000617668,0.00005365129,0.0000037570176,0.00044107623,0.0024040388,0.783045,0.0027824773,0.20809068,0.00058952975],"about_ca_topic_score_codex":0.005477604,"about_ca_topic_score_gemma":0.00022101175,"teacher_disagreement_score":0.20590205,"about_ca_system_score_codex":0.000062234576,"about_ca_system_score_gemma":0.00013667395,"threshold_uncertainty_score":0.9997989},"labels":[],"label_agreement":null},{"id":"W2911364691","doi":"10.1039/c9nr00081j","title":"Structural and electrical characterization of monolithic core–double shell n-GaN/Al/p-AlGaN nanowire heterostructures grown by molecular beam epitaxy","year":2019,"lang":"en","type":"article","venue":"Nanoscale","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":14,"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; National Research Council Canada","funders":"Army Research Office; Natural Sciences and Engineering Research Council of Canada","keywords":"Molecular beam epitaxy; Heterojunction; Nanowire; Materials science; Characterization (materials science); Optoelectronics; Epitaxy; Core (optical fiber); Shell (structure); Nanotechnology; Composite material; Layer (electronics)","score_opus":0.006782356149161371,"score_gpt":0.2207287569633506,"score_spread":0.21394640081418922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911364691","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":[0.99869156,0.000104341285,0.000035217257,0.00003344837,0.00032939538,0.0003820429,0.00022081459,0.000028652874,0.00017452135],"genre_scores_gemma":[0.99904394,0.000005158464,0.00004518133,0.00012400612,0.00005554866,0.000011853301,0.0004316745,0.00003444028,0.00024819068],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99878186,0.00003189231,0.00033117182,0.00036019896,0.00018446681,0.00031042975],"domain_scores_gemma":[0.9993385,0.000018825667,0.00021035751,0.00026314872,0.00006800335,0.00010113946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006179571,0.00023412323,0.00037207277,0.000055482345,0.000061434956,0.00006298521,0.0001659624,0.0001044963,0.00038946848],"category_scores_gemma":[0.000001999933,0.00020679174,0.000085473264,0.00011887327,0.00005658389,0.00017280974,0.00004475663,0.00012725522,0.000013611559],"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":[0.000038673807,0.000021698894,0.04697679,0.000036055902,0.00003345322,4.2847097e-7,0.000093372866,0.0000029583962,0.95146996,0.00077494,0.000073147225,0.00047850463],"study_design_scores_gemma":[0.0009225041,0.00012634254,0.021675976,0.000022941143,0.000028627728,0.0000016167874,0.000021139416,0.00014317116,0.9754784,0.0006248581,0.000718909,0.00023549865],"about_ca_topic_score_codex":0.0002105681,"about_ca_topic_score_gemma":9.13169e-7,"teacher_disagreement_score":0.025300814,"about_ca_system_score_codex":0.00001566599,"about_ca_system_score_gemma":0.0000320536,"threshold_uncertainty_score":0.8432722},"labels":[],"label_agreement":null},{"id":"W2916601208","doi":"10.1109/mnano.2019.2891370","title":"Molecular Beam Epitaxy of III-Nitride Nanowires: Emerging Applications From Deep-Ultraviolet Light Emitters and Micro-LEDs to Artificial Photosynthesis","year":2019,"lang":"en","type":"article","venue":"IEEE Nanotechnology Magazine","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":18,"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; McGill University","keywords":"Molecular beam epitaxy; Materials science; Light-emitting diode; Photonics; Nanowire; Ultraviolet; Optoelectronics; Nitride; Artificial photosynthesis; Nanotechnology; Ultraviolet light; Epitaxy; Chemistry; Layer (electronics); Photocatalysis","score_opus":0.005273314438947528,"score_gpt":0.2197251583729053,"score_spread":0.21445184393395778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916601208","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":[0.99502355,0.00015481128,0.0027839718,0.0006006503,0.0002641227,0.00071804423,0.00020139247,0.00008479713,0.00016865465],"genre_scores_gemma":[0.99839467,0.000012274714,0.0009956392,0.00017306118,0.00010676618,0.00015959801,0.000054954853,0.000040316456,0.00006274791],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984679,0.000030930652,0.0004905557,0.00052557554,0.00012001337,0.00036502047],"domain_scores_gemma":[0.99891675,0.00009664886,0.00022902363,0.00059255434,0.00007843341,0.00008657224],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010400794,0.000274705,0.0005188289,0.00024652097,0.00007172919,0.000028611601,0.00034641163,0.00019657024,0.00029632243],"category_scores_gemma":[0.00000953376,0.00027665417,0.00010570133,0.00029727086,0.0000906472,0.00006760762,0.00007980451,0.00016314673,0.00020643002],"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":[0.00003427525,0.00008146013,0.0016429449,0.000025062896,0.000087344204,0.000001843243,0.00012391823,0.000047186746,0.99298,0.0006606845,0.00011230012,0.004202957],"study_design_scores_gemma":[0.00040793326,0.000054065807,0.00011949343,0.0000601268,0.000088396686,0.0000011617823,0.00025607058,0.000017204238,0.9897991,0.0017280483,0.0071924613,0.00027595562],"about_ca_topic_score_codex":0.00026254865,"about_ca_topic_score_gemma":0.000025916019,"teacher_disagreement_score":0.007080161,"about_ca_system_score_codex":0.00002194595,"about_ca_system_score_gemma":0.000042570326,"threshold_uncertainty_score":0.9999686},"labels":[],"label_agreement":null},{"id":"W2922191185","doi":"10.1063/1.5091517","title":"Effect of low hole mobility on the efficiency droop of AlGaN nanowire deep ultraviolet light emitting diodes","year":2019,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":46,"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":"Army Research Office; Natural Sciences and Engineering Research Council of Canada","keywords":"Voltage droop; Light-emitting diode; Materials science; Optoelectronics; Diode; Ultraviolet; Molecular beam epitaxy; Heterojunction; Wide-bandgap semiconductor; Epitaxy; Voltage; Layer (electronics); Nanotechnology; Electrical engineering","score_opus":0.004364988448867582,"score_gpt":0.208257513069446,"score_spread":0.20389252462057844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922191185","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":[0.9971861,0.0000063569028,0.00021591726,0.00006858054,0.00016170672,0.0006710875,0.000044566445,0.000015866286,0.0016297889],"genre_scores_gemma":[0.9994943,2.4304944e-7,0.000019332349,0.00021985908,0.00013999987,0.000050442053,0.000040050338,0.000027858554,0.000007904529],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987461,0.000089033274,0.0003296677,0.00032334542,0.00022990025,0.00028193742],"domain_scores_gemma":[0.9986393,0.00038812013,0.00032765456,0.00057738996,0.000028877716,0.000038690934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037851415,0.00025226027,0.00044522638,0.000022086495,0.00007109959,0.000024914958,0.00033384174,0.000037294616,0.000089106776],"category_scores_gemma":[0.0000032989024,0.00017164601,0.00018758583,0.00015586628,0.00009428812,0.000047976646,0.00004708492,0.00015221561,0.000046091252],"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":[0.000035499837,0.00013126235,0.004712411,0.00018317549,0.000050317398,1.06311404e-7,0.00039273463,0.0009537072,0.9867003,0.004784135,0.00005395827,0.0020024178],"study_design_scores_gemma":[0.00048498836,0.00009866835,0.00042719158,0.000081531274,0.000040068055,2.9259246e-8,0.0001305739,0.000081121834,0.998302,0.00014898229,0.00003563632,0.00016923185],"about_ca_topic_score_codex":0.00006358473,"about_ca_topic_score_gemma":1.8003543e-7,"teacher_disagreement_score":0.011601702,"about_ca_system_score_codex":0.000013555377,"about_ca_system_score_gemma":0.000015713576,"threshold_uncertainty_score":0.6999521},"labels":[],"label_agreement":null},{"id":"W2927608644","doi":"10.1109/ted.2019.2906943","title":"Scalable Modeling of Transient Self-Heating of GaN High-Electron-Mobility Transistors Based on Experimental Measurements","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Electron Devices","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Centre National de la Recherche Scientifique; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"High-electron-mobility transistor; Transient (computer programming); Materials science; Transistor; Optoelectronics; Thermal resistance; Thermal; Scalability; Electrical impedance; Electronic engineering; Electrical engineering; Computer science; Engineering; Physics","score_opus":0.01707664298044693,"score_gpt":0.25069371637021565,"score_spread":0.23361707338976873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2927608644","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":[0.9870437,0.00005683387,0.010976308,0.000024467066,0.000298131,0.000629897,0.0000694415,0.00005736471,0.00084386],"genre_scores_gemma":[0.999458,0.000001824551,0.0003156954,0.000045406236,0.000029996947,0.00006457649,0.000018127714,0.00004340675,0.00002294612],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978353,0.0001356395,0.0006205877,0.0004726243,0.0004728926,0.00046299546],"domain_scores_gemma":[0.99911267,0.00006937142,0.00021749435,0.0003888676,0.00012025444,0.00009131779],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003161156,0.00032903868,0.00053677475,0.00018142254,0.000117771895,0.00002271197,0.00021320875,0.00008185478,0.0006227741],"category_scores_gemma":[4.5296665e-7,0.0003181411,0.00027404074,0.00024798795,0.000030642976,0.00018091654,5.135312e-7,0.00022237908,0.000011737424],"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":[0.00027894534,0.0015636815,0.00046383892,0.00015913759,0.00016293045,8.297545e-8,0.00032190687,0.27606803,0.7207386,0.00007077787,0.0000023071004,0.00016976945],"study_design_scores_gemma":[0.0013041,0.0009767042,0.00006417577,0.00013497169,0.00011625831,1.6862151e-7,0.0002407544,0.030923963,0.96592736,0.000026225574,0.000026161479,0.00025913172],"about_ca_topic_score_codex":0.0010080839,"about_ca_topic_score_gemma":0.0000485127,"teacher_disagreement_score":0.2451888,"about_ca_system_score_codex":0.00014168913,"about_ca_system_score_gemma":0.00016659527,"threshold_uncertainty_score":0.99992704},"labels":[],"label_agreement":null},{"id":"W2928817831","doi":"10.1063/1.5097977","title":"Electronic band structure of nitrogen diluted Ga(PAsN): Formation of the intermediate band, direct and indirect optical transitions, and localization of states","year":2019,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Narodowe Centrum Nauki","keywords":"Optoelectronics; Nitrogen; Electronic band structure; Direct and indirect band gaps; Materials science; Chemical physics; Chemistry; Band gap; Condensed matter physics; Physics","score_opus":0.00358774779753513,"score_gpt":0.1949247027987298,"score_spread":0.1913369550011947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2928817831","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":[0.99857706,0.00006402396,0.00090586825,0.0000061951423,0.00004890547,0.00016511146,0.000120249024,0.0000014647642,0.000111122514],"genre_scores_gemma":[0.9998107,0.000029126337,0.00004919728,0.000010335963,0.000058339017,8.6077483e-7,0.000031443215,0.000008985591,0.0000010308727],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99928063,0.000027401622,0.00038488331,0.00006670737,0.00013916123,0.00010124161],"domain_scores_gemma":[0.9991611,0.000045655474,0.0005762108,0.000084786385,0.00010310573,0.00002912147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009799489,0.00009833281,0.00032828757,0.00003509864,0.00002332274,0.000012340955,0.00007221146,0.00003225886,0.000023176086],"category_scores_gemma":[0.0000013110838,0.00006748666,0.00006327115,0.00009471744,0.00006217386,0.00012680558,0.00001189242,0.00009564247,1.1812738e-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":[0.00017205639,0.000058755544,0.0048152567,0.00020634671,0.0001413086,5.0573302e-8,0.0012006973,0.0028404319,0.9877467,0.0016686474,0.000015721218,0.0011339994],"study_design_scores_gemma":[0.0008043842,0.00010382177,0.0011273043,0.00007983267,0.00013132312,0.000001242804,0.0003889312,0.000618577,0.98285556,0.01379218,0.000031550146,0.00006528551],"about_ca_topic_score_codex":0.000008787362,"about_ca_topic_score_gemma":0.0000019871122,"teacher_disagreement_score":0.012123533,"about_ca_system_score_codex":0.000010348394,"about_ca_system_score_gemma":0.00004976788,"threshold_uncertainty_score":0.2752026},"labels":[],"label_agreement":null},{"id":"W2932369513","doi":"10.11159/icnnfc19.111","title":"Band-Engineered Structural Design and Characterization of Deep-Ultraviolet Light-Emitting Diodes","year":2019,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Recent Advances in Nanotechnology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Characterization (materials science); Optoelectronics; Materials science; Light-emitting diode; Diode; Ultraviolet; Nanotechnology","score_opus":0.005855398796053854,"score_gpt":0.22737581909214336,"score_spread":0.2215204202960895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2932369513","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":[0.9982097,0.00023997306,0.000026654658,0.00026871887,0.00059084233,0.00044648576,0.000013243852,0.000021132864,0.00018324917],"genre_scores_gemma":[0.99918944,0.00018025204,0.0004574937,0.000015680647,0.000028017063,0.000022505048,0.0000048125053,0.000014155389,0.00008766665],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99911404,0.000010201394,0.00034408388,0.00023355587,0.00010220507,0.0001959133],"domain_scores_gemma":[0.99926645,0.00004984286,0.00045098926,0.00011133529,0.00010382755,0.000017577082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012397752,0.00015932867,0.00033761316,0.00017134499,0.0000322235,0.000016663973,0.0002955152,0.00006276772,0.00005508988],"category_scores_gemma":[0.000017802624,0.0001174385,0.000035282028,0.00030042007,0.0000813425,0.00021026237,0.00006292414,0.00015364078,7.1779294e-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":[0.00006839115,0.000022302887,0.037285786,0.00010071968,0.000013066195,4.6987683e-8,0.000047499394,0.0000643065,0.9387093,0.008960398,0.0000020669836,0.014726073],"study_design_scores_gemma":[0.00049677445,0.000059741822,0.000827274,0.00028184,0.000012525394,5.8040627e-7,0.00010570812,0.0003133888,0.99331987,0.002445559,0.0020121809,0.00012458509],"about_ca_topic_score_codex":0.0000025849033,"about_ca_topic_score_gemma":0.0000012918483,"teacher_disagreement_score":0.0546105,"about_ca_system_score_codex":0.000015281572,"about_ca_system_score_gemma":0.000008318808,"threshold_uncertainty_score":0.47890034},"labels":[],"label_agreement":null},{"id":"W2933576842","doi":"10.11159/icnnfc19.102","title":"Investigation and Mathematical Modelling for Different Scattering Mechanisms in AlGaN/GaN HEMT","year":2019,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Recent Advances in Nanotechnology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Bangladesh University of Engineering and Technology","keywords":"High-electron-mobility transistor; Optoelectronics; Wide-bandgap semiconductor; Scattering; Gallium nitride; Materials science; Scattering parameters; Computer science; Electronic engineering; Physics; Electrical engineering; Optics; Transistor; Engineering; Nanotechnology; Layer (electronics)","score_opus":0.014580491416583482,"score_gpt":0.24585365482677138,"score_spread":0.2312731634101879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2933576842","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":[0.99747217,0.000121916164,0.00024911712,0.0008620835,0.00036805135,0.00068150676,0.000006847061,0.000020894615,0.0002173993],"genre_scores_gemma":[0.9981811,0.00008463999,0.0014342464,0.000043958502,0.000017125787,0.000111022375,0.0000020474333,0.000016483438,0.0001093806],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990708,0.0000055253304,0.0003309148,0.000273793,0.00009222568,0.00022671807],"domain_scores_gemma":[0.9995154,0.000068439775,0.00024327634,0.00010402955,0.000047488884,0.000021363638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014220052,0.00015577071,0.00032273814,0.00019782866,0.000029589863,0.000021994003,0.0002532221,0.000059540223,0.000029870014],"category_scores_gemma":[0.000011656886,0.00011632198,0.00003503874,0.00019227882,0.00008257066,0.00014738472,0.00008601764,0.00015047166,0.0000011747447],"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":[0.0000941435,0.00007630793,0.02259964,0.0004582796,0.000015562799,8.102216e-8,0.00011284136,0.0008100647,0.48693407,0.47995538,0.0000073947012,0.008936236],"study_design_scores_gemma":[0.00057989,0.00004193301,0.00003014816,0.0004929497,0.0000071495115,3.214079e-7,0.00017006976,0.004556959,0.7125563,0.2807684,0.00068017666,0.000115700364],"about_ca_topic_score_codex":0.0000040120603,"about_ca_topic_score_gemma":0.000010424101,"teacher_disagreement_score":0.22562225,"about_ca_system_score_codex":0.000030322211,"about_ca_system_score_gemma":0.0000070648366,"threshold_uncertainty_score":0.47434726},"labels":[],"label_agreement":null},{"id":"W2938320955","doi":"10.3390/s19081785","title":"A GaN-Based Wireless Monitoring System for High-Temperature Applications","year":2019,"lang":"en","type":"article","venue":"Sensors","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"National Research Council Canada; Airbus; Safran; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Wireless; Computer science; Engineering; Telecommunications","score_opus":0.008485965035347503,"score_gpt":0.2335208369443985,"score_spread":0.225034871909051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2938320955","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":[0.9974168,0.0000128826305,0.000127369,0.00004476547,0.0006939965,0.00084405986,0.00021574662,0.0000817901,0.0005625958],"genre_scores_gemma":[0.9979985,2.1809652e-7,0.00024591282,0.000014563712,0.0008221348,0.00024357237,0.00011267984,0.000033828695,0.0005286065],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999224,0.000022766124,0.00018133021,0.0002554807,0.00009015222,0.0002262654],"domain_scores_gemma":[0.9993871,0.000066881345,0.000099730976,0.00029821036,0.00008540206,0.00006268674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007418716,0.00014901323,0.00021932203,0.00003861613,0.00009356206,0.00007271073,0.000120883175,0.00005502838,0.000076547934],"category_scores_gemma":[6.650828e-7,0.00013499134,0.00008586587,0.00008420864,0.000011290425,0.00003928811,0.000005531196,0.00006741712,0.00012617238],"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":[0.000025763711,0.00004691943,0.010171832,0.0003420355,0.00005716716,3.964794e-7,0.00006530259,0.001874579,0.97432595,0.012412374,0.00010304463,0.00057461695],"study_design_scores_gemma":[0.0007831264,0.000029979392,0.0004632643,0.000106362204,0.00003944736,2.910261e-7,0.0010227866,0.0002993666,0.9933811,0.00011784631,0.0035244464,0.00023198524],"about_ca_topic_score_codex":0.00012215224,"about_ca_topic_score_gemma":6.282423e-7,"teacher_disagreement_score":0.01905513,"about_ca_system_score_codex":0.000028878536,"about_ca_system_score_gemma":0.000040438536,"threshold_uncertainty_score":0.5504787},"labels":[],"label_agreement":null},{"id":"W2941062618","doi":"10.1088/1361-648x/ab1bf3","title":"Effect of indium doping on motions of 〈 <i>a</i> 〉-prismatic edge dislocations in wurtzite gallium nitride","year":2019,"lang":"en","type":"article","venue":"Journal of Physics Condensed Matter","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"China Scholarship Council","keywords":"Wurtzite crystal structure; Dislocation; Materials science; Doping; Gallium nitride; Indium; Condensed matter physics; Enhanced Data Rates for GSM Evolution; Molecular dynamics; Crystallography; Nanotechnology; Optoelectronics; Composite material; Physics; Chemistry; Computational chemistry; Metallurgy; Zinc; Computer science; Telecommunications","score_opus":0.00736249110444318,"score_gpt":0.24619548719842016,"score_spread":0.23883299609397698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941062618","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":[0.997713,0.000015004142,0.00042480914,0.00008778022,0.0004115521,0.00023973548,0.00004121436,0.0000025047684,0.0010643781],"genre_scores_gemma":[0.99946177,8.8579395e-7,0.000078885445,0.00009709912,0.00020202444,0.0000052260716,0.000012591906,0.000020947213,0.00012058578],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99869007,0.00013513693,0.0006827876,0.00011249785,0.00021073726,0.00016875105],"domain_scores_gemma":[0.99847037,0.00023233991,0.0008603045,0.00024343352,0.00014539102,0.000048154263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033146035,0.00016135523,0.0005515126,0.00014292297,0.000020018864,0.000022487175,0.00018610389,0.000037591046,0.0004962344],"category_scores_gemma":[0.0000058258793,0.00013206423,0.00021139973,0.00016205503,0.000036376525,0.00017763756,0.000027625993,0.00021455053,0.00007559009],"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":[0.00008455483,0.00031598404,0.1082556,0.00056697876,0.00017144081,0.0000013255318,0.00058628124,0.0014624704,0.8857047,0.0015125296,0.0010146968,0.00032343034],"study_design_scores_gemma":[0.002406225,0.00046389856,0.012707882,0.0008830915,0.00014930539,0.0000021653439,0.00017319986,0.000086879,0.97945,0.0034067181,0.00006945022,0.00020121282],"about_ca_topic_score_codex":0.000037088783,"about_ca_topic_score_gemma":0.0000011195339,"teacher_disagreement_score":0.09554771,"about_ca_system_score_codex":0.000023569186,"about_ca_system_score_gemma":0.000065405606,"threshold_uncertainty_score":0.5433419},"labels":[],"label_agreement":null},{"id":"W2941467555","doi":"10.1039/c9nr01262a","title":"Structural origin of the high-performance light-emitting InGaN/AlGaN quantum disks","year":2019,"lang":"en","type":"article","venue":"Nanoscale","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":18,"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; McMaster University; Canadiana.org","funders":"Division of Electrical, Communications and Cyber Systems; Natural Sciences and Engineering Research Council of Canada; McMaster University; National Science Foundation","keywords":"Materials science; Optoelectronics; Quantum; Light-emitting diode; Physics; Quantum mechanics","score_opus":0.010747503455845017,"score_gpt":0.23232093690215075,"score_spread":0.22157343344630573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941467555","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":[0.99714094,0.000019634148,0.0000029884059,0.00007944535,0.0013669594,0.00019637431,0.000032973687,0.00001750774,0.001143153],"genre_scores_gemma":[0.99898314,7.187594e-7,0.00004053181,0.000034263343,0.00023260213,0.0000057207526,0.000011985807,0.000017012317,0.0006740112],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99915785,0.00003326473,0.00025142776,0.00018059248,0.00015189478,0.00022497644],"domain_scores_gemma":[0.99936354,0.000029371547,0.00019543005,0.00033391465,0.000041969866,0.000035761008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009268576,0.00013493707,0.00021645072,0.00002108011,0.00008842993,0.000029939525,0.00027070649,0.000042197888,0.0005346614],"category_scores_gemma":[0.0000027421743,0.00008662092,0.00007614786,0.000112275215,0.000029067809,0.000122069316,0.00007332561,0.000114017996,0.000052073654],"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":[0.000008050469,0.0000135657865,0.32137808,0.000048693644,0.00001895468,6.62582e-8,0.00021462147,0.000028973463,0.67257786,0.0048976536,0.00013583468,0.00067766453],"study_design_scores_gemma":[0.00044420356,0.000040296753,0.05075433,0.0000869983,0.000020583104,3.9919473e-7,0.00016117467,0.0003406398,0.94498515,0.0005437072,0.0024586115,0.00016392753],"about_ca_topic_score_codex":0.00040535402,"about_ca_topic_score_gemma":0.0000028560944,"teacher_disagreement_score":0.27240726,"about_ca_system_score_codex":0.0000125059905,"about_ca_system_score_gemma":0.000038593975,"threshold_uncertainty_score":0.58541673},"labels":[],"label_agreement":null},{"id":"W2944360141","doi":"10.1063/1.5089658","title":"Highly efficient p-type doping of GaN under nitrogen-rich and low-temperature conditions by plasma-assisted molecular beam epitaxy","year":2019,"lang":"en","type":"article","venue":"AIP Advances","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Molecular beam epitaxy; Doping; Analytical Chemistry (journal); Atmospheric temperature range; Materials science; Impurity; Desorption; Nitrogen; Epitaxy; Surface roughness; Chemistry; Optoelectronics; Nanotechnology; Physical chemistry; Layer (electronics)","score_opus":0.005391770629626824,"score_gpt":0.23489821476686923,"score_spread":0.22950644413724242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944360141","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":[0.99763274,0.0011968263,0.000042485935,0.00010666235,0.0002589336,0.0002217879,0.00022940642,0.000019632858,0.0002915509],"genre_scores_gemma":[0.9993785,0.000017230414,0.00008156009,0.00019218714,0.000044151297,0.000009286963,0.00020997808,0.000017874852,0.000049232454],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991771,0.00003074625,0.00021713601,0.0002576188,0.00011827956,0.00019909463],"domain_scores_gemma":[0.9994772,0.0000530786,0.00014860777,0.00016363422,0.000084853935,0.00007260987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004563142,0.00016007759,0.00025895672,0.000032182812,0.00006321682,0.00004024985,0.0000995105,0.000045056247,0.00023509165],"category_scores_gemma":[0.00000302713,0.00014112772,0.000049382812,0.00013041751,0.00005151848,0.00010704333,0.000024733265,0.00007867216,0.000020826496],"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":[0.000013516263,0.00006375336,0.004529111,0.0000690069,0.00005961335,5.7147724e-7,0.000078679135,0.0017151164,0.99142164,0.0018147483,0.00017493444,0.00005930601],"study_design_scores_gemma":[0.0006856867,0.00010947442,0.00064333715,0.000086112486,0.000045353638,8.3823164e-7,0.00067002245,0.00006644109,0.9949304,0.0006103683,0.0019259881,0.0002260077],"about_ca_topic_score_codex":0.000032576143,"about_ca_topic_score_gemma":9.745931e-7,"teacher_disagreement_score":0.0038857742,"about_ca_system_score_codex":0.0000095833975,"about_ca_system_score_gemma":0.00003470514,"threshold_uncertainty_score":0.5755021},"labels":[],"label_agreement":null},{"id":"W2944674356","doi":"10.23919/cleo.2019.8750284","title":"Nanoscale Inspection of GaN LED Devices Using g (2) Cathodoluminescence Imaging","year":2019,"lang":"en","type":"article","venue":"Conference on Lasers and Electro-Optics","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"","keywords":"Cathodoluminescence; Hyperspectral imaging; Materials science; Nanoscopic scale; Excited state; Optoelectronics; Excitation; Nanotechnology; Luminescence; Physics; Computer science; Atomic physics","score_opus":0.019663509052926312,"score_gpt":0.2595430799778446,"score_spread":0.2398795709249183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944674356","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":[0.99625593,0.000035647892,0.00048526496,0.000064677515,0.00021532495,0.00015520923,0.000018126202,0.000023564633,0.0027462263],"genre_scores_gemma":[0.9992967,0.000016205098,0.00037419805,0.000058618258,0.00009451038,0.000003214259,0.00001982908,0.000015592104,0.00012110817],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991164,0.00003598172,0.00022050636,0.00025555474,0.00010827565,0.0002632879],"domain_scores_gemma":[0.9994293,0.00003587503,0.00017573967,0.00018376605,0.000108218825,0.00006710949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011018623,0.0001679767,0.00026636166,0.00006240882,0.000081618724,0.00007789988,0.00010387889,0.000034692843,0.00014134399],"category_scores_gemma":[0.0000034243892,0.00015576348,0.000046333793,0.000098520664,0.00005904249,0.00014742148,0.000020477853,0.00010065594,0.000009442887],"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":[0.000030322357,0.00004942351,0.044497844,0.000059750302,0.000020427413,5.731313e-7,0.00013849305,0.00003247527,0.9417659,0.012423915,0.000023016608,0.00095784204],"study_design_scores_gemma":[0.0008345499,0.00025187302,0.0026230654,0.00024104312,0.000084979365,0.000003473857,0.0013054655,0.022914657,0.9692616,0.0017945892,0.00025337754,0.00043136274],"about_ca_topic_score_codex":0.00033230687,"about_ca_topic_score_gemma":0.00000970701,"teacher_disagreement_score":0.041874778,"about_ca_system_score_codex":0.000015964517,"about_ca_system_score_gemma":0.00008267828,"threshold_uncertainty_score":0.635185},"labels":[],"label_agreement":null},{"id":"W2945729441","doi":"10.1039/c9ra02055a","title":"Highly sensitive AlGaN/GaN HEMT biosensors using an ethanolamine modification strategy for bioassay applications","year":2019,"lang":"en","type":"article","venue":"RSC Advances","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"L'Alliance Boviteq","funders":"Youth Innovation Promotion Association; Youth Innovation Promotion Association of the Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"High-electron-mobility transistor; Biosensor; Materials science; Ethanolamine; Bioassay; Nanotechnology; Optoelectronics; Chemistry; Transistor; Electrical engineering; Engineering; Biochemistry; Biology; Voltage","score_opus":0.03527489904618178,"score_gpt":0.31148180306451945,"score_spread":0.2762069040183377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945729441","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":[0.976667,0.00008772814,0.021087967,0.000047490346,0.00018696881,0.00083439425,0.00037826088,0.00004973757,0.0006604876],"genre_scores_gemma":[0.99598765,0.00000719432,0.002820861,0.000032380984,0.0003831906,0.0000817123,0.00047174096,0.000027392365,0.00018789092],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990656,0.00003516646,0.00022407656,0.0003543202,0.00008731746,0.00023357075],"domain_scores_gemma":[0.9992614,0.00006396745,0.00019876803,0.00027898347,0.00012982456,0.00006709503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010289462,0.00016831823,0.00021340304,0.000053119227,0.000111196045,0.000061941864,0.00011061357,0.000044653694,0.000052417905],"category_scores_gemma":[0.0000017488003,0.0001560679,0.00006172099,0.00011278179,0.00003786106,0.00038995178,0.000010500286,0.000050739713,0.000038040358],"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":[0.00001714847,0.00009487649,0.0007851435,0.000043628283,0.000028761931,1.0588837e-7,0.000100822675,0.0026737102,0.9769505,0.011764349,0.0000064281166,0.0075344876],"study_design_scores_gemma":[0.0005463972,0.000111022775,0.00032674524,0.000025618678,0.00004963581,8.345323e-7,0.0017169286,0.004859049,0.9752664,0.004228056,0.012517075,0.00035226898],"about_ca_topic_score_codex":0.00013439673,"about_ca_topic_score_gemma":0.000006981759,"teacher_disagreement_score":0.01932067,"about_ca_system_score_codex":0.000021018626,"about_ca_system_score_gemma":0.000041191135,"threshold_uncertainty_score":0.6364264},"labels":[],"label_agreement":null},{"id":"W2948056504","doi":"10.1002/pssc.201700225","title":"Thermal Impedance Extraction From Electrical Measurements for Double‐Ended Gate Transistors","year":2017,"lang":"en","type":"article","venue":"Physica status solidi. C, Conferences and critical reviews/Physica status solidi. C, Current topics in solid state physics","topic":"GaN-based semiconductor devices and materials","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Transistor; Thermal resistance; High-electron-mobility transistor; Materials science; Electrical impedance; Power semiconductor device; Context (archaeology); Optoelectronics; Electronics; Thermal; Electrical engineering; Power electronics; Electronic engineering; Engineering; Physics","score_opus":0.11607791295958454,"score_gpt":0.39674916480673095,"score_spread":0.2806712518471464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948056504","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":[0.95468515,0.007571877,0.017731715,0.0010643397,0.0043938374,0.005105039,0.004131987,0.0002145163,0.005101555],"genre_scores_gemma":[0.99012154,0.005407358,0.00057743356,0.00007967991,0.0022855971,0.00081988884,0.00054234004,0.000112009766,0.00005412823],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9930646,0.00037446324,0.0016033764,0.0016922001,0.00082207227,0.0024432805],"domain_scores_gemma":[0.99578637,0.00051303784,0.0009882513,0.0013033685,0.0005855339,0.0008234462],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004659949,0.0012511531,0.0022803328,0.00010103499,0.0011204554,0.0011003644,0.0008829617,0.00015344995,0.00010604047],"category_scores_gemma":[0.00013282549,0.0011366033,0.0007319909,0.0002403404,0.0006587539,0.0013639694,0.00023930261,0.0009635826,0.000043783177],"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":[0.0015100745,0.0054902416,0.014751654,0.0022450893,0.000889986,0.000012073601,0.006504805,0.00027233144,0.07819141,0.21104664,0.00172891,0.6773568],"study_design_scores_gemma":[0.023138303,0.0018467369,0.025059612,0.004369749,0.0030880265,0.0000022388904,0.0016568154,0.02916234,0.13573015,0.55881226,0.20752214,0.009611607],"about_ca_topic_score_codex":0.0013502919,"about_ca_topic_score_gemma":0.0001153163,"teacher_disagreement_score":0.6677452,"about_ca_system_score_codex":0.00019057581,"about_ca_system_score_gemma":0.0006192127,"threshold_uncertainty_score":0.9999366},"labels":[],"label_agreement":null},{"id":"W2950194607","doi":"","title":"Optimal overlayer inspired by Photuris firefly improves light-extraction efficiency of existing light-emitting diodes","year":2013,"lang":"en","type":"article","venue":"Repository of the University of Namur","topic":"GaN-based semiconductor devices and materials","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":"Université de Sherbrooke","funders":"","keywords":"Optics; Light-emitting diode; Overlayer; Diode; Optoelectronics; Materials science; Extraction (chemistry); Firefly protocol; Physics; Chemistry","score_opus":0.01008913705918394,"score_gpt":0.2129120840499724,"score_spread":0.20282294699078846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950194607","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":[0.99251235,0.00007329563,0.0000618681,0.000052849904,0.00025357766,0.00016939976,0.00001874106,0.000012255379,0.0068456377],"genre_scores_gemma":[0.99806076,0.0000016196744,0.00044263058,0.0000032619387,0.000060249342,3.370484e-7,0.0000035116152,0.00000799332,0.0014196206],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99921536,0.00005563984,0.00025418587,0.00017078333,0.00016330146,0.00014069634],"domain_scores_gemma":[0.99888897,0.000047992406,0.0006463753,0.00024287759,0.00013394104,0.000039847957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000095084564,0.0001181109,0.0002499294,0.00003719241,0.00021387577,0.000014431024,0.0002843798,0.00005454158,0.00007370902],"category_scores_gemma":[0.0000066636217,0.00010184465,0.00017526276,0.000083691426,0.00007452934,0.00019884524,0.00009106868,0.00008174561,0.0000025214333],"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":[0.000018071236,0.000104342136,0.0034000326,0.00007304196,0.000060416914,3.3519535e-7,0.00087574264,0.000045285196,0.99443036,0.000040462917,0.0006229429,0.0003289772],"study_design_scores_gemma":[0.0002980588,0.000059729122,0.0032956873,0.00011594944,0.000070345464,8.829004e-7,0.0014869526,0.00025993763,0.99236447,0.000016201524,0.0019247208,0.000107070795],"about_ca_topic_score_codex":0.0028622998,"about_ca_topic_score_gemma":0.0000011172061,"teacher_disagreement_score":0.005548401,"about_ca_system_score_codex":0.000027383165,"about_ca_system_score_gemma":0.000041188297,"threshold_uncertainty_score":0.432696},"labels":[],"label_agreement":null},{"id":"W2950676733","doi":"","title":"Circuits Techniques for Wireless Sensing Systems in High-Temperature Environments","year":2019,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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; CMC Microsystems","keywords":"Humanities; Physics; Wireless transmission; Art; Telecommunications; Computer science; Wireless","score_opus":0.0070594246125630766,"score_gpt":0.2104983203720706,"score_spread":0.20343889575950755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950676733","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":[0.98252094,0.00019355454,0.013874787,0.00019187688,0.00039939064,0.002188539,0.00023946115,0.00020041135,0.00019102881],"genre_scores_gemma":[0.994576,0.00001460746,0.003037919,0.00031641763,0.00033428773,0.00043675822,0.00019646127,0.00009762662,0.0009899334],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978799,0.00010965303,0.00053943763,0.0005450285,0.00022133342,0.0007046013],"domain_scores_gemma":[0.99879724,0.00009023938,0.0002701583,0.0006429685,0.00004413095,0.00015528579],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046851346,0.0003892364,0.00057990703,0.00025850706,0.000109197914,0.00023224093,0.00031515065,0.0002565894,0.00006296294],"category_scores_gemma":[0.0000068991726,0.0003890907,0.00014718983,0.00020679037,0.00003366346,0.0002934377,0.00008673982,0.00028807126,0.000023388884],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033421413,0.00013174329,0.037948847,0.00011119812,0.000051950763,0.0000065457643,0.000126367,0.000370786,0.9407493,0.014165229,0.0004329858,0.005871632],"study_design_scores_gemma":[0.0022053653,0.00027640603,0.01298172,0.00062589854,0.00007972143,0.00002150763,0.0008820366,0.010042681,0.95961994,0.0030990636,0.008691909,0.0014737531],"about_ca_topic_score_codex":0.0132759,"about_ca_topic_score_gemma":0.00017152852,"teacher_disagreement_score":0.024967127,"about_ca_system_score_codex":0.00024209346,"about_ca_system_score_gemma":0.000097287506,"threshold_uncertainty_score":0.9998561},"labels":[],"label_agreement":null},{"id":"W2951880259","doi":"10.1049/iet-pel.2018.6381","title":"Gate driver IC for enhancement mode GaN power transistors with senseFET reverse conduction detection circuit","year":2019,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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 Toronto","funders":"Taiwan Semiconductor Manufacturing Company","keywords":"Transistor; Electronic circuit; Materials science; Logic gate; CMOS; Gallium nitride; Gate driver; Voltage; Electrical engineering; Converters; Switching time; Power (physics); Optoelectronics; Electronic engineering; Engineering; Physics","score_opus":0.007393969948340928,"score_gpt":0.22248435280894063,"score_spread":0.2150903828605997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951880259","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":[0.9832136,0.00006034409,0.01301135,0.000069642934,0.0007767633,0.0008353215,0.00008186698,0.000050429655,0.0019006917],"genre_scores_gemma":[0.99757147,0.000007823337,0.000085736785,0.00012635281,0.00009629111,0.00007635975,0.000102905215,0.000051591538,0.0018814439],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985468,0.000034835437,0.00026497085,0.00043673173,0.00018332407,0.0005333818],"domain_scores_gemma":[0.99926424,0.000023374932,0.00017910909,0.0003269479,0.00012490929,0.0000814451],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014660829,0.00025894478,0.00029578162,0.000064406486,0.00008625413,0.000044600383,0.00010688378,0.00007897939,0.001327371],"category_scores_gemma":[0.0000010388976,0.00024401545,0.00013806255,0.00011293389,0.000029239913,0.00018779797,0.0000068170007,0.0001692798,0.000081852595],"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":[0.00018801916,0.00010125576,0.00014568341,0.00003338165,0.00017501894,4.8712656e-7,0.0004888172,0.00021617215,0.9957185,0.0014200364,0.0007220304,0.00079064025],"study_design_scores_gemma":[0.0019485116,0.0011220974,0.00007935184,0.000039269737,0.00013972848,0.000004257775,0.0005771639,0.00013425261,0.88135856,0.001020156,0.113057405,0.00051926496],"about_ca_topic_score_codex":0.000130607,"about_ca_topic_score_gemma":0.00007920777,"teacher_disagreement_score":0.114359915,"about_ca_system_score_codex":0.00013328301,"about_ca_system_score_gemma":0.0001369076,"threshold_uncertainty_score":0.99958557},"labels":[],"label_agreement":null},{"id":"W2962955774","doi":"10.1109/edssc.2019.8754212","title":"Silicon Nitride Stress Liner Impacts on the Electrical Characteristics of AlGaN/GaN HEMTs","year":2019,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":23,"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":"Southern University of Science and Technology","keywords":"High-electron-mobility transistor; Materials science; Passivation; Plasma-enhanced chemical vapor deposition; Optoelectronics; Gallium nitride; Strain (injury); Strain engineering; Silicon nitride; Chemical vapor deposition; Wide-bandgap semiconductor; Stress (linguistics); Transistor; Nitride; Silicon; Voltage; Electrical engineering; Composite material; Layer (electronics); Engineering","score_opus":0.010435406315380875,"score_gpt":0.23579989603510884,"score_spread":0.22536448971972797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962955774","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":[0.99306506,0.000007648267,0.000013461434,0.00015175759,0.00020329791,0.00023905844,0.00011381021,0.000016586431,0.0061893137],"genre_scores_gemma":[0.9986252,0.000002390351,0.000011066084,0.0002553776,0.00026679033,0.000006013924,0.00006436776,0.000017819233,0.00075095013],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991299,0.000042332285,0.0002685284,0.00017123632,0.00014382551,0.0002441586],"domain_scores_gemma":[0.99921626,0.00016807562,0.00016017444,0.00032242684,0.000064631604,0.000068437635],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000117188734,0.00015320764,0.0002602956,0.000035035635,0.000032484088,0.00004462808,0.00018240456,0.00004050468,0.0028999762],"category_scores_gemma":[0.000011039971,0.00009062159,0.00009225384,0.00008821887,0.000019677418,0.00004933518,0.000023020184,0.00011769572,0.00019775242],"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":[0.00006099064,0.00022712623,0.090589,0.000036851427,0.00008688508,6.797423e-7,0.000094757735,0.000008602343,0.8834972,0.022767464,0.0011087094,0.0015217537],"study_design_scores_gemma":[0.00039389622,0.00016306707,0.021927137,0.000039181265,0.000029581317,2.8677908e-7,0.000114971685,0.00019045874,0.9750882,0.00035991165,0.0015096266,0.00018371966],"about_ca_topic_score_codex":0.00027590813,"about_ca_topic_score_gemma":0.0000019312656,"teacher_disagreement_score":0.091590986,"about_ca_system_score_codex":0.000009900105,"about_ca_system_score_gemma":0.000046171055,"threshold_uncertainty_score":0.9980115},"labels":[],"label_agreement":null},{"id":"W2963965558","doi":"10.1109/ted.2019.2926742","title":"Self-Heating and Equivalent Channel Temperature in Short Gate Length GaN HEMTs","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Electron Devices","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":66,"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 Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Optoelectronics; Transistor; Channel (broadcasting); Wide-bandgap semiconductor; Temperature measurement; Thermal; Field-effect transistor; Logic gate; Gallium nitride; Electronic engineering; Electrical engineering; Voltage; Engineering; Nanotechnology; Layer (electronics); Physics; Thermodynamics","score_opus":0.009235966070179995,"score_gpt":0.2424321410871513,"score_spread":0.23319617501697132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963965558","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":[0.99776596,0.00014290675,0.00023935163,0.000092339775,0.00033072045,0.00041999624,0.00003071407,0.00006941308,0.00090858946],"genre_scores_gemma":[0.99939555,0.000041098774,0.00005307714,0.00009309,0.000108442946,0.00005459902,0.000013961203,0.000033168846,0.00020698403],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998686,0.000060725037,0.00026813417,0.00039596343,0.00014839927,0.00044073656],"domain_scores_gemma":[0.999583,0.000049304108,0.000045713805,0.00020478872,0.000032754582,0.000084423016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015500763,0.0002535576,0.00029354083,0.00013144925,0.000113838185,0.00009763141,0.00011898058,0.000079318925,0.00020948518],"category_scores_gemma":[2.3125615e-7,0.00023381248,0.00007452083,0.0001761567,0.000014851361,0.0002496986,0.0000012650783,0.0003147793,0.000036148835],"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":[0.00023764335,0.0012063355,0.01630201,0.0007647197,0.0005578734,0.0000072520215,0.003399696,0.012509011,0.95671463,0.00084872136,0.000059733877,0.007392355],"study_design_scores_gemma":[0.0010817313,0.00040178903,0.0021163241,0.0002008189,0.0000915394,0.000005282619,0.00087880914,0.0026748239,0.9908089,0.00020316799,0.0009250974,0.00061173056],"about_ca_topic_score_codex":0.0002450398,"about_ca_topic_score_gemma":0.00014902421,"teacher_disagreement_score":0.034094237,"about_ca_system_score_codex":0.000045858797,"about_ca_system_score_gemma":0.000050703165,"threshold_uncertainty_score":0.9534596},"labels":[],"label_agreement":null},{"id":"W2965119737","doi":"10.1038/s41598-020-59442-0","title":"Epitaxial Growth and Characterization of AlInN-Based Core-Shell Nanowire Light Emitting Diodes Operating in the Ultraviolet Spectrum","year":2020,"lang":"en","type":"preprint","venue":"Scientific Reports","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McMaster University","funders":"Nanjing Institute of Technology; Division of Electrical, Communications and Cyber Systems; National Foundation for Science and Technology Development; National Science Foundation","keywords":"Nanowire; Materials science; Ultraviolet; Optoelectronics; Epitaxy; Light-emitting diode; Diode; Wavelength; Core (optical fiber); Quantum efficiency; Optics; Layer (electronics); Nanotechnology; Physics","score_opus":0.018729821392884243,"score_gpt":0.24390184159471504,"score_spread":0.2251720202018308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965119737","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":[0.99508274,0.000030447889,0.00017058429,0.00044216306,0.0032030293,0.0006481504,0.00012970371,0.000019355008,0.0002738458],"genre_scores_gemma":[0.99771994,0.0000016422267,0.00015994722,0.000055330016,0.00039424517,0.00004520949,0.0015652915,0.000024032865,0.00003433374],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99742806,0.00012542984,0.0009504184,0.0008704972,0.0003523687,0.00027320455],"domain_scores_gemma":[0.9981888,0.00004745418,0.0010272651,0.0005767286,0.0000923006,0.000067456145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012012379,0.00028403927,0.0004806247,0.0001106074,0.00020255451,0.00057549326,0.00025859542,0.000098481665,0.00007856999],"category_scores_gemma":[0.000044721623,0.00021779897,0.00012694483,0.00023010006,0.0001255561,0.00010530581,0.00015685809,0.0002779144,0.0000016112512],"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":[0.0000038715693,0.000059336595,0.046392612,0.00026412882,0.000018228438,0.00003077353,0.0013740752,0.000048249127,0.95137596,0.0002251997,0.000057861,0.0001496957],"study_design_scores_gemma":[0.00022880948,0.000028355676,0.00932829,0.00065969693,0.00006975443,0.0000068273284,0.00047575132,0.0008546504,0.98110926,0.006389466,0.00044654484,0.00040258197],"about_ca_topic_score_codex":0.0003788006,"about_ca_topic_score_gemma":0.0000063540165,"teacher_disagreement_score":0.03706432,"about_ca_system_score_codex":0.000014349251,"about_ca_system_score_gemma":0.00024503146,"threshold_uncertainty_score":0.8881584},"labels":[],"label_agreement":null},{"id":"W2967372142","doi":"10.1038/s41528-019-0059-z","title":"Optically invariant InGaN nanowire light-emitting diodes on flexible substrates under mechanical manipulation","year":2019,"lang":"en","type":"article","venue":"npj Flexible Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":25,"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; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo; CMC Microsystems","keywords":"Light-emitting diode; Materials science; Optoelectronics; Nanowire; Electroluminescence; Diode; Substrate (aquarium); Bending; Heterojunction; Flexible electronics; Nanotechnology; Layer (electronics); Composite material","score_opus":0.01791465015905387,"score_gpt":0.2537804108095148,"score_spread":0.23586576065046094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967372142","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":[0.9892267,0.00015477465,0.0010508418,0.00031739604,0.0004427756,0.00045703552,0.000016090358,0.00016778302,0.008166619],"genre_scores_gemma":[0.99719346,0.000012207283,0.0006128871,0.0002620413,0.00040741943,0.000031776726,0.00016280268,0.000074761665,0.0012426216],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99762404,0.00008588307,0.0005234209,0.0005988277,0.0003339845,0.0008338382],"domain_scores_gemma":[0.998922,0.0001135134,0.00021792913,0.0004930397,0.00010326355,0.00015027449],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041556405,0.0003755455,0.00043459004,0.00010715636,0.00020032191,0.00025710464,0.0003273924,0.000168675,0.0011646969],"category_scores_gemma":[0.000009811691,0.0003435971,0.00016340964,0.00026423717,0.000020313131,0.0002788921,0.00007215247,0.0004042854,0.00048998126],"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":[0.00006633113,0.00013450965,0.0014152159,0.00003754782,0.00009390843,0.000001102709,0.00007222324,0.0009792901,0.6437883,0.3526926,0.000110691806,0.0006083055],"study_design_scores_gemma":[0.0008595141,0.0004329368,0.00055977673,0.000112407506,0.00006525784,0.000002882543,0.00027232865,0.0015684174,0.96833014,0.023916362,0.0033455414,0.0005344291],"about_ca_topic_score_codex":0.000085154614,"about_ca_topic_score_gemma":0.000012388842,"teacher_disagreement_score":0.32877624,"about_ca_system_score_codex":0.00014183526,"about_ca_system_score_gemma":0.00026328219,"threshold_uncertainty_score":0.9999016},"labels":[],"label_agreement":null},{"id":"W2969517591","doi":"10.1109/nusod.2019.8806840","title":"Wurtzite InGaN/GaN Quantum Dots for Intermediate Band Solar Cells","year":2019,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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 Ottawa","funders":"","keywords":"Wurtzite crystal structure; Quantum dot; Indium; Optoelectronics; Materials science; Wide-bandgap semiconductor; Detailed balance; Band gap; Condensed matter physics; Energy conversion efficiency; Solar cell; Gallium nitride; Lattice (music); Piezoelectricity; Physics; Nanotechnology; Quantum mechanics; Zinc","score_opus":0.010496747021252516,"score_gpt":0.23604549309629347,"score_spread":0.22554874607504094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969517591","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":[0.9917357,0.0000109089715,0.0009412238,0.00005141128,0.0015506169,0.00045875937,0.00013599273,0.000039963244,0.0050754505],"genre_scores_gemma":[0.9965284,0.0000019669799,0.00015172572,0.00019830691,0.00042663902,0.000028727774,0.00009395598,0.000030265379,0.0025400512],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990674,0.000020291993,0.00024468612,0.0002690323,0.000081246624,0.0003172891],"domain_scores_gemma":[0.9994345,0.00006390212,0.00010787729,0.00025297605,0.000052580446,0.000088212146],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015321391,0.00017316706,0.00025648394,0.000049130354,0.00005181548,0.000102591985,0.0001723006,0.000043188982,0.0029224586],"category_scores_gemma":[0.0000017374273,0.00014045766,0.00012471576,0.00004742968,0.000018203455,0.00015097702,0.000027213535,0.00006788274,0.000537638],"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":[0.000034138975,0.00006574258,0.007462925,0.00008126052,0.00006801532,3.7782843e-7,0.0002754133,0.000016125892,0.98312765,0.004305368,0.0034735233,0.0010894593],"study_design_scores_gemma":[0.0011180721,0.00012964844,0.000498848,0.000036921476,0.000033465443,1.964475e-7,0.00039705585,0.00043711832,0.9303904,0.002630809,0.064017884,0.0003095388],"about_ca_topic_score_codex":0.00022038122,"about_ca_topic_score_gemma":0.000004934086,"teacher_disagreement_score":0.060544357,"about_ca_system_score_codex":0.000009456859,"about_ca_system_score_gemma":0.000033236938,"threshold_uncertainty_score":0.997989},"labels":[],"label_agreement":null},{"id":"W2970166281","doi":"10.1088/1361-6463/ab3f78","title":"Vacancy-assisted core transformation and mobility modulation of a-type edge dislocations in wurtzite GaN","year":2019,"lang":"en","type":"article","venue":"Journal of Physics D Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":8,"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":"China Scholarship Council; Université du Québec à Montréal; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Wurtzite crystal structure; Enhanced Data Rates for GSM Evolution; Vacancy defect; Core (optical fiber); Materials science; Modulation (music); Transformation (genetics); Dislocation; Crystallography; Condensed matter physics; Chemistry; Physics; Hexagonal crystal system; Composite material; Telecommunications; Computer science","score_opus":0.021555863712024406,"score_gpt":0.25825587072088585,"score_spread":0.23670000700886146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970166281","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":[0.994847,0.000011803902,0.003137867,0.000013043201,0.0001973891,0.00030733168,0.000041031373,0.000004954538,0.0014395724],"genre_scores_gemma":[0.99941695,0.000005231258,0.00019574948,0.000011023052,0.0002850333,0.000005457026,0.00005544749,0.00001700521,0.000008105614],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99889034,0.000025608708,0.00057139917,0.00013366317,0.00023252629,0.00014646877],"domain_scores_gemma":[0.99883366,0.000056640984,0.00060969894,0.00017551536,0.00026965054,0.000054845645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021830169,0.00015817155,0.00040196165,0.000043701548,0.000034744586,0.000027203383,0.00011731169,0.00004114485,0.00003609271],"category_scores_gemma":[0.0000016839464,0.00014624267,0.00009327409,0.00027914465,0.000038529583,0.00033343496,0.000014180083,0.00017157999,0.000004812432],"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":[0.000093546136,0.0005033036,0.018823624,0.00017423173,0.00007600347,8.6682114e-8,0.0014888961,0.010786001,0.8909458,0.057822168,0.000015610456,0.019270742],"study_design_scores_gemma":[0.005644371,0.0003863185,0.23825361,0.00038330734,0.00028578017,0.0000020708237,0.0022256854,0.01616528,0.5050166,0.230608,0.00024680054,0.0007821241],"about_ca_topic_score_codex":0.000057951867,"about_ca_topic_score_gemma":0.0000022940985,"teacher_disagreement_score":0.38592914,"about_ca_system_score_codex":0.000042476724,"about_ca_system_score_gemma":0.00012090475,"threshold_uncertainty_score":0.5963603},"labels":[],"label_agreement":null},{"id":"W2970267955","doi":"10.1063/1.5109735","title":"Probing the large bandgap-bowing and signature of antimony (Sb) in dilute-antimonide III-nitride using micro-Raman scattering","year":2019,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":6,"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":"Climate Change and Emissions Management Corporation; National Science Foundation","keywords":"Antimonide; Raman spectroscopy; Materials science; Band gap; Raman scattering; Optoelectronics; Antimony; Wide-bandgap semiconductor; Molecular beam epitaxy; Nitride; Phosphorene; Condensed matter physics; Optics; Epitaxy; Nanotechnology","score_opus":0.010147300946756152,"score_gpt":0.23358119647554482,"score_spread":0.22343389552878867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970267955","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":[0.99878275,0.00009353278,0.00038046535,0.000019315286,0.00019401332,0.00024852136,0.000016395457,0.0000037083335,0.00026132076],"genre_scores_gemma":[0.99885434,0.0000067043125,0.00067185005,0.000064073065,0.00036269607,0.0000016451867,0.0000046701766,0.000027300455,0.0000066952507],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988413,0.00002859975,0.0005226971,0.00015728343,0.00017642998,0.0002736857],"domain_scores_gemma":[0.99897677,0.00007512254,0.0006546489,0.00017877152,0.0000671361,0.000047566773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040746896,0.0001895093,0.0004827385,0.000067712666,0.000074692456,0.00008153824,0.0002115953,0.000049786526,0.000029986784],"category_scores_gemma":[0.0000011749846,0.00013908833,0.00012151002,0.00018352021,0.000036177422,0.0002060865,0.00008632466,0.0003449695,0.0000017038143],"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":[0.00004948438,0.00006928325,0.014937011,0.00008245706,0.0000821997,0.0000015850528,0.0010128779,0.0049957205,0.97735953,0.0009771792,0.000018201768,0.00041446486],"study_design_scores_gemma":[0.0022177214,0.000044933848,0.002177136,0.00049897557,0.00012674037,0.0000046978025,0.0026259392,0.0020674292,0.98684484,0.0027786435,0.00031351042,0.00029942233],"about_ca_topic_score_codex":0.00007257946,"about_ca_topic_score_gemma":0.0000011740741,"teacher_disagreement_score":0.012759875,"about_ca_system_score_codex":0.000021645988,"about_ca_system_score_gemma":0.00006327274,"threshold_uncertainty_score":0.5671857},"labels":[],"label_agreement":null},{"id":"W2971693724","doi":"10.1088/1361-6528/ab4201","title":"Size-dependent optoelectrical properties of 365 nm ultraviolet light-emitting diodes","year":2019,"lang":"en","type":"article","venue":"Nanotechnology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":20,"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 Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Light-emitting diode; Electroluminescence; Optoelectronics; Sapphire; Ultraviolet; Diode; Quantum efficiency; Optics; Laser; Nanotechnology","score_opus":0.008652165131485487,"score_gpt":0.21758274874725636,"score_spread":0.20893058361577088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971693724","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":[0.9982005,0.0001900072,0.00006360577,0.0003033097,0.00027001541,0.00027629553,0.000017683607,0.00008760119,0.000591023],"genre_scores_gemma":[0.9991582,0.0000059724057,0.00022093716,0.00004112602,0.00008725017,0.000027565004,0.0000055460646,0.000023229739,0.00043017665],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99884623,0.00003519411,0.00034876043,0.00029949582,0.000129708,0.00034063394],"domain_scores_gemma":[0.9993108,0.000043792363,0.00019081199,0.00035264637,0.00006843922,0.000033531673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013315289,0.0001741224,0.00039699735,0.00008294413,0.000044447672,0.000019907868,0.00031094128,0.00018925741,0.00044298233],"category_scores_gemma":[0.000025643556,0.00013886573,0.00008909569,0.00014410264,0.00005597992,0.000068594614,0.00008029483,0.00021032162,0.000115101066],"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":[0.000020274809,0.000072262555,0.009579944,0.000040109786,0.000034338947,7.1115625e-7,0.00007297921,0.000005765055,0.9822872,0.00399783,0.000036053643,0.0038524875],"study_design_scores_gemma":[0.000445329,0.00011868421,0.00010214551,0.000054994613,0.000021396352,0.000002418758,0.00027905704,0.000023490526,0.995973,0.00077923195,0.002035607,0.00016465072],"about_ca_topic_score_codex":0.00020083188,"about_ca_topic_score_gemma":0.0000017874089,"teacher_disagreement_score":0.013685752,"about_ca_system_score_codex":0.000019030505,"about_ca_system_score_gemma":0.000052354528,"threshold_uncertainty_score":0.56627804},"labels":[],"label_agreement":null},{"id":"W2974218128","doi":"10.1116/1.5115427","title":"Oxygen-based digital etching of AlGaN/GaN structures with AlN as etch-stop layers","year":2019,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":21,"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":"Guangdong Science and Technology Department","keywords":"Materials science; Etching (microfabrication); Epitaxy; Layer (electronics); Etch pit density; Optoelectronics; Inductively coupled plasma; Dry etching; Surface roughness; Surface finish; Silicon; Plasma; Reactive-ion etching; Composite material","score_opus":0.005364495666973551,"score_gpt":0.23065651627290312,"score_spread":0.22529202060592957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974218128","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":[0.99801326,0.00022798617,0.00020628062,0.0005658085,0.00032247373,0.00018269417,0.000045510402,0.0000263608,0.0004096002],"genre_scores_gemma":[0.9980047,0.00000961088,0.0018024909,0.00006018946,0.000034047887,0.0000018326327,0.0000029363832,0.000019421557,0.00006477308],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981719,0.00002095712,0.0005525109,0.0003551595,0.00044621705,0.00045324347],"domain_scores_gemma":[0.99830544,0.000069529255,0.00083606964,0.00033708298,0.00030167622,0.00015022127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048480372,0.00027356143,0.00058484817,0.00057406875,0.00018092328,0.00018647437,0.000710559,0.0001253476,0.00027891272],"category_scores_gemma":[0.000015154746,0.00018711184,0.000109317356,0.00077470206,0.00062976824,0.000700341,0.00009674117,0.0004016279,0.0000073829383],"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":[0.0001209787,0.00009636677,0.13239197,0.000043515276,0.00010249055,0.000011528415,0.00037463984,0.00089196087,0.85936314,0.00521667,0.000049368788,0.0013373916],"study_design_scores_gemma":[0.0034276037,0.0027624601,0.017579354,0.0004015973,0.00016237701,0.00016677748,0.011693378,0.0013206027,0.9456233,0.01404153,0.0019773792,0.00084365753],"about_ca_topic_score_codex":0.00007469305,"about_ca_topic_score_gemma":0.0000018992577,"teacher_disagreement_score":0.11481263,"about_ca_system_score_codex":0.000020786481,"about_ca_system_score_gemma":0.00045733954,"threshold_uncertainty_score":0.76302},"labels":[],"label_agreement":null},{"id":"W2989813758","doi":"10.1186/s11671-019-3201-x","title":"Enhanced Performance of AlGaN-Based Deep Ultraviolet Light-Emitting Diodes with Chirped Superlattice Electron Deceleration Layer","year":2019,"lang":"en","type":"article","venue":"Nanoscale Research Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":32,"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":"Shanghai Institute of Technical Physics, Chinese Academy of Sciences; Wuhan National Laboratory for Optoelectronics; Chinese Academy of Sciences; National Natural Science Foundation of China; College of Family Physicians of Canada","keywords":"Materials science; Light-emitting diode; Optoelectronics; Diode; Chemical vapor deposition; Ultraviolet; Metalorganic vapour phase epitaxy; Electron; Superlattice; Quantum efficiency; Layer (electronics); Optics; Nanotechnology; Physics","score_opus":0.016577908972318606,"score_gpt":0.27991687752592637,"score_spread":0.2633389685536078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989813758","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":[0.9974618,0.000028711509,0.0005267386,0.00046929973,0.00008731003,0.00058384734,0.000016994267,0.000024791645,0.0008004969],"genre_scores_gemma":[0.9988252,0.000003901608,0.00048242594,0.00017578105,0.0001820762,0.000071043745,0.00010278605,0.000040506027,0.000116279305],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977314,0.00020394816,0.00033291822,0.00041760405,0.0006146828,0.0006994742],"domain_scores_gemma":[0.99890536,0.00020569754,0.00013389766,0.00040604576,0.00024341313,0.00010559731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064280775,0.0002159237,0.00033005996,0.00016136115,0.00017995492,0.000093482755,0.00029324833,0.0000640081,0.00037096697],"category_scores_gemma":[0.000011565178,0.00017484669,0.00007857702,0.0003257474,0.00008465528,0.00026200144,0.00002743766,0.00034538002,0.000077498706],"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":[0.00018101663,0.00008291732,0.037584737,0.00012973222,0.000034119723,6.1863665e-7,0.00019317442,0.00025293094,0.9607934,0.00007888506,0.00008617368,0.0005823327],"study_design_scores_gemma":[0.000991681,0.00034268652,0.0036445933,0.00016380982,0.000016338714,3.7192208e-7,0.00012187331,0.0010911592,0.9930582,0.0000064170767,0.00034858496,0.00021426957],"about_ca_topic_score_codex":0.00022133222,"about_ca_topic_score_gemma":0.0000107630785,"teacher_disagreement_score":0.033940144,"about_ca_system_score_codex":0.000055833094,"about_ca_system_score_gemma":0.00012544938,"threshold_uncertainty_score":0.7130041},"labels":[],"label_agreement":null},{"id":"W2994909173","doi":"10.1007/s10854-019-02758-z","title":"Low leakage GaN HEMTs with sub-100 nm T-shape gates fabricated by a low-damage etching process","year":2019,"lang":"en","type":"article","venue":"Journal of Materials Science Materials in Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":8,"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":"Guangdong Science and Technology Department","keywords":"Materials science; Optoelectronics; Resist; Threshold voltage; Etching (microfabrication); Short-channel effect; Gallium nitride; Leakage (economics); Transistor; Metal gate; Fabrication; Dry etching; Plasma etching; Voltage; Gate oxide; Electrical engineering; MOSFET; Nanotechnology; Layer (electronics)","score_opus":0.005047478100973811,"score_gpt":0.23724236559032597,"score_spread":0.23219488748935216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994909173","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":[0.9978014,0.000087316526,0.000034000004,0.00010572411,0.0011298702,0.00055188587,0.00012934757,0.00003141751,0.00012903688],"genre_scores_gemma":[0.99926364,0.00003287327,0.0001123228,0.00010621322,0.000318916,0.000019547924,0.000040842635,0.00007099934,0.00003463754],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9957429,0.00023782156,0.0013809936,0.0005826721,0.0008185214,0.0012370971],"domain_scores_gemma":[0.99726635,0.00007354786,0.0016030379,0.00043339425,0.0004059189,0.00021772798],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029636538,0.0005012869,0.0011177033,0.0003733946,0.00018763992,0.0010462701,0.0011884851,0.0001107932,0.0014725012],"category_scores_gemma":[0.000036647805,0.0003816684,0.00007769431,0.00067841815,0.00024608953,0.0014146321,0.000099708945,0.0002747806,0.00006489209],"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":[0.00031071232,0.0002407265,0.0010627426,0.00019705643,0.000034384215,0.000011529896,0.0003413844,0.00023637527,0.99710906,0.00028027323,0.000044259574,0.00013148102],"study_design_scores_gemma":[0.0013981622,0.00064328214,0.00047274737,0.0004929279,0.00003659017,0.000029962424,0.00048493288,0.000040659,0.995056,0.0007741777,0.00009285689,0.0004777384],"about_ca_topic_score_codex":0.00013855303,"about_ca_topic_score_gemma":0.0000064510255,"teacher_disagreement_score":0.002927006,"about_ca_system_score_codex":0.0002209481,"about_ca_system_score_gemma":0.0009825766,"threshold_uncertainty_score":0.99999076},"labels":[],"label_agreement":null},{"id":"W2996730468","doi":"10.1002/pssa.201900794","title":"A Novel Technique to Investigate the Role of Traps in the Off‐State Performance of AlGaN/GaN High Electron Mobility Transistor on Si Using Substrate Bias","year":2019,"lang":"en","type":"article","venue":"physica status solidi (a)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Victoria Park","funders":"Department of Science and Technology, Philippines","keywords":"Leakage (economics); Materials science; Optoelectronics; Transistor; Ohmic contact; Electrical engineering; Nanotechnology; Voltage","score_opus":0.0198609455774105,"score_gpt":0.24778167714720542,"score_spread":0.22792073156979492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996730468","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":[0.99819654,0.000019652141,0.00003368051,0.000060782546,0.000052511135,0.0010424007,0.0002270463,0.000011559238,0.0003558126],"genre_scores_gemma":[0.99959016,0.000005091595,0.00013822576,0.0000711115,0.000053936477,0.00008397083,0.000022771614,0.000026405658,0.00000832183],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99850374,0.00012622698,0.0004087418,0.00028890203,0.00023714767,0.00043521286],"domain_scores_gemma":[0.99897534,0.000112795664,0.00026964323,0.0005087354,0.00007314556,0.00006032055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038229278,0.00023403004,0.00040707132,0.00006167351,0.00005999208,0.00002608908,0.00032985897,0.000031279087,0.00002170017],"category_scores_gemma":[0.0000035193498,0.00015441889,0.00012311427,0.00033228623,0.00009638201,0.00014221066,0.000018773133,0.0002076804,0.0000060802545],"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":[0.00012194299,0.00030940853,0.0029024838,0.0000645336,0.0000316205,8.1861984e-8,0.0021684705,0.0017881059,0.9896966,0.0024765285,0.0000033896767,0.00043682478],"study_design_scores_gemma":[0.0003863413,0.00034926142,0.010468205,0.00008540264,0.000029923693,2.6642115e-7,0.00043629672,0.00059051067,0.98530495,0.0017462556,0.00042740893,0.00017515637],"about_ca_topic_score_codex":0.0025275797,"about_ca_topic_score_gemma":0.0000390194,"teacher_disagreement_score":0.0075657214,"about_ca_system_score_codex":0.000036334215,"about_ca_system_score_gemma":0.00015272005,"threshold_uncertainty_score":0.629702},"labels":[],"label_agreement":null},{"id":"W3002263029","doi":"10.3390/mi11020125","title":"AlGaN Nanowires for Ultraviolet Light-Emitting: Recent Progress, Challenges, and Prospects","year":2020,"lang":"en","type":"review","venue":"Micromachines","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":66,"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; McGill University","keywords":"Nanowire; Light-emitting diode; Materials science; Chemical vapor deposition; Metalorganic vapour phase epitaxy; Molecular beam epitaxy; Ultraviolet; Optoelectronics; Nanotechnology; Quantum-confined Stark effect; Substrate (aquarium); Diode; Gallium nitride; Epitaxy; Quantum well; Optics; Laser; Layer (electronics)","score_opus":0.036011949942812815,"score_gpt":0.30297667443728304,"score_spread":0.26696472449447023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002263029","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":[0.00029746915,0.99583155,0.0000023419173,0.00037039685,0.00047361112,0.0019840447,0.0005626065,0.00008583144,0.00039212685],"genre_scores_gemma":[0.00020740415,0.99612385,0.0005347146,0.000029201346,0.0014673058,0.0005523243,0.0007988675,0.00013237286,0.00015396978],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99801373,0.000090523674,0.0006104132,0.0007678402,0.000104698964,0.0004127771],"domain_scores_gemma":[0.9988636,0.000086417676,0.00050467206,0.00031726903,0.0000673226,0.00016075085],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015869022,0.00067581877,0.0017323904,0.000065505614,0.0001381693,0.00016028421,0.00032035654,0.00016606768,0.00006197416],"category_scores_gemma":[0.000012131687,0.0004990634,0.0003360902,0.00008713354,0.00005374189,0.00006981859,0.000107352585,0.00020848478,0.000025531786],"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":[0.0000066974617,0.00007655992,0.00002775641,0.011409607,0.00021548799,0.000003528909,0.00019202112,3.5370884e-9,0.0008744123,0.0014320222,0.001347296,0.9844146],"study_design_scores_gemma":[0.0003149678,0.00008161099,0.000006070621,0.00376584,0.00051135104,0.000008792963,0.000028409644,6.0917733e-7,0.00089752546,0.00046477013,0.99338895,0.000531111],"about_ca_topic_score_codex":0.000019793604,"about_ca_topic_score_gemma":0.00000386351,"teacher_disagreement_score":0.99204165,"about_ca_system_score_codex":0.000024603565,"about_ca_system_score_gemma":0.0001441483,"threshold_uncertainty_score":0.9997461},"labels":[],"label_agreement":null},{"id":"W3003368087","doi":"10.1109/bcicts45179.2019.8972776","title":"Scalable Small-Signal Modeling of AlGaN/GaN HEMT Based on Distributed Gate Resistance","year":2019,"lang":"en","type":"preprint","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"High-electron-mobility transistor; Scalability; Small-signal model; SIGNAL (programming language); Materials science; Optoelectronics; Transistor; Electronic engineering; Gallium nitride; Computer science; Wide-bandgap semiconductor; Large-signal model; Power (physics); Electrical engineering; Engineering; Physics; Layer (electronics); Nanotechnology","score_opus":0.024837598722680546,"score_gpt":0.240389146290773,"score_spread":0.21555154756809244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003368087","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":[0.8181643,0.00006997712,0.14772354,0.0001752787,0.000839132,0.0009412139,0.0041945027,0.000105787454,0.027786303],"genre_scores_gemma":[0.9952006,0.0000015315273,0.0015046729,0.00008461144,0.0002214948,0.000041910618,0.0016969547,0.0000563924,0.0011918555],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99788797,0.000087978275,0.00065874576,0.0006771567,0.00027392188,0.00041422],"domain_scores_gemma":[0.9982613,0.00008057017,0.00043387007,0.0008862404,0.00022025856,0.00011780589],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002954831,0.00045044586,0.00076633756,0.00009168456,0.00006336416,0.00011601783,0.00047053158,0.00018773715,0.002404277],"category_scores_gemma":[0.0000047401477,0.00040503408,0.00030063733,0.000094266295,0.000034992623,0.000045753277,0.00015835179,0.00036226911,0.000056366065],"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":[0.00020605179,0.0002971623,0.0019025444,0.0009580265,0.00020094131,0.0000020337861,0.00004739869,0.95742345,0.033346847,0.0043080673,0.001174807,0.00013267927],"study_design_scores_gemma":[0.0015112163,0.00007634431,0.00014777335,0.0015046604,0.00019585773,8.6738716e-8,0.00015406897,0.72964257,0.25684488,0.007967964,0.0008977305,0.0010568344],"about_ca_topic_score_codex":0.0011157264,"about_ca_topic_score_gemma":0.000025730307,"teacher_disagreement_score":0.22778086,"about_ca_system_score_codex":0.000049937367,"about_ca_system_score_gemma":0.0002924883,"threshold_uncertainty_score":0.99984014},"labels":[],"label_agreement":null},{"id":"W3003818734","doi":"10.1109/bcicts45179.2019.8972762","title":"Modeling layout, distribution and breakdown effects in GaN HEMTs in the MVSG approach","year":2019,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"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":"High-electron-mobility transistor; Scaling; Breakdown voltage; Optoelectronics; Diode; Gallium nitride; Materials science; Electronic engineering; Channel (broadcasting); Logic gate; Parasitic element; Computer science; Voltage; Electrical engineering; Engineering; Transistor; Nanotechnology","score_opus":0.008815273088244499,"score_gpt":0.2197120602709127,"score_spread":0.2108967871826682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003818734","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":[0.9942709,0.000021398175,0.0014542451,0.000036554597,0.000056404133,0.00033367364,0.000016510721,0.00000782718,0.0038024506],"genre_scores_gemma":[0.99963325,5.750205e-7,0.00004719113,0.00005789859,0.000047237187,0.000022682185,0.00014097356,0.000005787285,0.000044419197],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994178,0.000057693058,0.00013200431,0.00016556791,0.000064412096,0.00016255678],"domain_scores_gemma":[0.9997779,0.00003593596,0.000022100645,0.00013483124,0.000008506066,0.000020718724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022055354,0.000092753784,0.00013833097,0.000021448484,0.000020420732,0.00005635615,0.000081433136,0.000027898202,0.000043325148],"category_scores_gemma":[0.0000014581553,0.000060665152,0.00002204336,0.0000788843,0.000008192666,0.000090239904,0.00001864525,0.00007922203,0.000011607047],"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":[0.00007920441,0.0006889085,0.7686729,0.00047345224,0.000050024042,0.0000038395506,0.003739493,0.024608552,0.06871228,0.12806028,0.00027019865,0.0046408838],"study_design_scores_gemma":[0.00801199,0.00022474854,0.10383012,0.00034185557,0.0000735636,0.0000072489966,0.010689065,0.83164024,0.023773395,0.019165546,0.0008927351,0.0013494963],"about_ca_topic_score_codex":0.0018629426,"about_ca_topic_score_gemma":0.000023836828,"teacher_disagreement_score":0.8070317,"about_ca_system_score_codex":0.000010119451,"about_ca_system_score_gemma":0.00001083979,"threshold_uncertainty_score":0.28162244},"labels":[],"label_agreement":null},{"id":"W3004655901","doi":"10.1088/1361-6641/ab73ea","title":"Increasing threshold voltage and reducing leakage of AlGaN/GaN HEMTs using dual-layer SiN <i> <sub>x</sub> </i> stressors","year":2020,"lang":"en","type":"article","venue":"Semiconductor Science and Technology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":12,"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":"Guangdong Science and Technology Department","keywords":"Materials science; Optoelectronics; Threshold voltage; Layer (electronics); Stress (linguistics); Voltage; Wide-bandgap semiconductor; Stressor; High-electron-mobility transistor; Electric field; Transistor; Electrical engineering; Nanotechnology; Physics","score_opus":0.02333224980514052,"score_gpt":0.2499692230656988,"score_spread":0.2266369732605583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004655901","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":[0.9985234,0.0003319291,0.000036374076,0.00041102036,0.00016426273,0.00022457632,0.00005363264,0.00008155494,0.00017325852],"genre_scores_gemma":[0.99935436,0.000022397291,0.00030036687,0.00016600925,0.00011828412,0.0000049306027,0.0000059627314,0.000024930669,0.0000027489314],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981244,0.000024987166,0.00039574614,0.0006934997,0.00025257914,0.00050875614],"domain_scores_gemma":[0.9989906,0.00005589348,0.00027020473,0.00031389308,0.00017911987,0.00019030263],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042434453,0.00026391112,0.00044424564,0.0002826261,0.0002861943,0.00011311593,0.00030860235,0.00012611259,0.000026865277],"category_scores_gemma":[0.00010077501,0.00024727345,0.000037273534,0.00095327455,0.0011513595,0.00051680946,0.0002953192,0.00024809258,0.0000026793136],"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":[0.000009263358,0.000023117373,0.012150677,0.000046272777,0.000017525563,0.0000046730106,0.00037726006,0.000006793712,0.98270464,0.0020975282,0.00003041393,0.0025318519],"study_design_scores_gemma":[0.00036237657,0.000078944715,0.0001887996,0.00008930257,0.000038869035,0.000022164746,0.0016259444,0.0005755687,0.9954899,0.0011622193,0.00010804278,0.00025789678],"about_ca_topic_score_codex":0.0002671265,"about_ca_topic_score_gemma":0.000004049693,"teacher_disagreement_score":0.0127852475,"about_ca_system_score_codex":0.000024834135,"about_ca_system_score_gemma":0.00020788988,"threshold_uncertainty_score":0.999998},"labels":[],"label_agreement":null},{"id":"W3005249999","doi":"10.1109/pvsc40753.2019.8980646","title":"InGaN Quantum Dots for Intermediate Band Solar Cells","year":2019,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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 Ottawa","funders":"","keywords":"Quantum dot; Solar cell; Wurtzite crystal structure; Optoelectronics; Indium; Band gap; Multiple exciton generation; Physics; Detailed balance; Materials science; Condensed matter physics; Optics; Quantum mechanics","score_opus":0.010983385257435285,"score_gpt":0.23752615050983203,"score_spread":0.22654276525239675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005249999","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":[0.9932844,0.0000066776865,0.0007353476,0.000036461184,0.0011919074,0.00035016568,0.00008089274,0.000027964457,0.00428618],"genre_scores_gemma":[0.9972883,0.0000010595634,0.00014656738,0.00014220379,0.00030141624,0.000021939055,0.000058921793,0.000020073097,0.0020195546],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99932635,0.000013498247,0.00017588848,0.00019561031,0.00005701391,0.00023165617],"domain_scores_gemma":[0.999595,0.000046774836,0.000073416624,0.00018470688,0.000038506987,0.00006163002],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000111812355,0.000121867895,0.00018751182,0.000032655113,0.0000365337,0.00006960672,0.00012664952,0.000029688577,0.0028687394],"category_scores_gemma":[0.0000011721853,0.00009718722,0.0000891314,0.00003112025,0.00001223573,0.0001077252,0.000023688935,0.000046136985,0.0003967087],"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":[0.00002359311,0.00005096913,0.007157292,0.00006068167,0.000046724454,2.0175077e-7,0.00019581857,0.000007839692,0.9818519,0.0061771558,0.0032895568,0.0011382815],"study_design_scores_gemma":[0.0008590279,0.00010093918,0.0003938849,0.000023398992,0.00002093242,1.0485464e-7,0.00034621457,0.0002779889,0.94887334,0.0027424898,0.046141986,0.00021970786],"about_ca_topic_score_codex":0.00018658001,"about_ca_topic_score_gemma":0.000003168712,"teacher_disagreement_score":0.042852428,"about_ca_system_score_codex":0.000006251384,"about_ca_system_score_gemma":0.000024424708,"threshold_uncertainty_score":0.99804276},"labels":[],"label_agreement":null},{"id":"W3005881924","doi":"10.1063/1.5140572","title":"Molecular beam epitaxial growth and optical characterization of AlGaN nanowires with reduced substrate temperature","year":2020,"lang":"en","type":"article","venue":"AIP Advances","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Molecular beam epitaxy; Nanowire; Optoelectronics; Substrate (aquarium); Epitaxy; Doping; Dopant; Ultraviolet; Wide-bandgap semiconductor; Context (archaeology); Nanotechnology; Layer (electronics)","score_opus":0.006000260167285017,"score_gpt":0.21206865676136274,"score_spread":0.20606839659407772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005881924","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":[0.9989938,0.00007157388,0.000104701394,0.00046977788,0.000041240295,0.00013408171,0.000045959627,0.0000142772005,0.00012456994],"genre_scores_gemma":[0.9992258,0.0000183602,0.00038605754,0.00013186167,0.00010524983,0.000008343642,0.000108283624,0.000012698533,0.0000033199135],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99947417,0.000013489303,0.00013778571,0.00018663947,0.00008028682,0.00010764711],"domain_scores_gemma":[0.9997174,0.000009111522,0.00008626673,0.000066360946,0.00004614767,0.000074696945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000017796923,0.000112699454,0.00019157105,0.000013725524,0.000031827854,0.00003410874,0.000051297735,0.000021536862,0.000023519568],"category_scores_gemma":[0.0000028880547,0.000087184686,0.000026104133,0.00007577056,0.000053133328,0.00018818784,0.0000134531365,0.000051569892,8.1060176e-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":[0.000060451715,0.000022085744,0.005120939,0.0000640585,0.000025795587,0.0000029854825,0.000109018576,0.0000044232506,0.9923092,0.0019676676,0.0000013998833,0.00031199053],"study_design_scores_gemma":[0.0003199363,0.00017507009,0.006009959,0.00003244943,0.000027797678,0.0000012589942,0.00008788553,0.000006769979,0.9929379,0.00015463935,0.00013847374,0.00010782945],"about_ca_topic_score_codex":0.00000994389,"about_ca_topic_score_gemma":3.186768e-7,"teacher_disagreement_score":0.0018130282,"about_ca_system_score_codex":0.0000015695,"about_ca_system_score_gemma":0.00002804043,"threshold_uncertainty_score":0.35552883},"labels":[],"label_agreement":null},{"id":"W3005969685","doi":"","title":"Bandgap and Electronic Structure Determination of Oxygen-Containing Ammonothermal InN: Experiment and Theory","year":2019,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry","topic":"GaN-based semiconductor devices and materials","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 Saskatchewan","funders":"","keywords":"X-ray absorption spectroscopy; Chemistry; Impurity; Wurtzite crystal structure; Band gap; Absorption spectroscopy; Density functional theory; Spectroscopy; Analytical Chemistry (journal); Electronic structure; Oxygen; Absorption edge; XANES; Emission spectrum; Spectral line; Crystallography; Materials science; Computational chemistry; Optoelectronics; Optics","score_opus":0.004301068622455955,"score_gpt":0.2287142923869395,"score_spread":0.22441322376448353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005969685","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":[0.999447,0.00017866766,0.000055790726,0.000038552294,0.000020504081,0.000048231024,0.00000678861,0.000001586983,0.00020290438],"genre_scores_gemma":[0.999718,0.0000039008237,0.000018426686,0.000027159878,0.00019092638,5.666782e-7,0.0000017387587,0.000008297935,0.000030983676],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995297,0.00003650522,0.00016423046,0.000064399464,0.00009371278,0.00011143645],"domain_scores_gemma":[0.9994908,0.000087209315,0.0002592236,0.00008835809,0.00004023696,0.000034199267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015798358,0.00009230471,0.00019567975,0.000008345804,0.000025380245,0.000015808757,0.0000923685,0.000019190331,0.00014293239],"category_scores_gemma":[0.0000025480053,0.000058821068,0.000042571384,0.000021525935,0.00004600073,0.00007731002,0.000028578525,0.00013602526,3.1694304e-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":[0.00008634704,0.00002188657,0.00039969818,0.000029172657,0.000036052446,1.5076546e-7,0.0006931567,0.000005788697,0.9965583,0.00068414194,0.000004121249,0.0014811695],"study_design_scores_gemma":[0.00049784617,0.00010827993,0.00035889726,0.000037100304,0.000044361685,0.000006204475,0.0008370539,0.00013710251,0.99435747,0.003440809,0.000106814674,0.00006803605],"about_ca_topic_score_codex":0.0000058849264,"about_ca_topic_score_gemma":7.851043e-8,"teacher_disagreement_score":0.0027566669,"about_ca_system_score_codex":0.000010881716,"about_ca_system_score_gemma":0.000031064865,"threshold_uncertainty_score":0.23986536},"labels":[],"label_agreement":null},{"id":"W3007435873","doi":"10.1109/peds44367.2019.8998769","title":"Analysis and Assessment of temperature effect on an Open Loop Active Gate Voltage Control of GaN Transistor during Turn-ON and Turn-OFF","year":2019,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Transistor; Turn (biochemistry); High-electron-mobility transistor; Transient (computer programming); Electrical engineering; Voltage; Topology (electrical circuits); Computer science; Physics; Engineering; Nuclear magnetic resonance","score_opus":0.005720428996093573,"score_gpt":0.2643578777765669,"score_spread":0.2586374487804733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007435873","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":[0.99776393,0.000015059496,0.000021497279,0.00002338558,0.000054817334,0.0006245275,0.00030011768,0.0000066782645,0.0011900115],"genre_scores_gemma":[0.999631,0.000002570097,0.00002689982,0.000035042296,0.000041680727,0.000016010159,0.000049982435,0.000014826252,0.0001819991],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99903995,0.00011928298,0.00023803726,0.00032682647,0.00012675599,0.00014917123],"domain_scores_gemma":[0.99930245,0.00010385374,0.00018556253,0.00026965924,0.000054149008,0.000084325016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020963354,0.0002027965,0.00067822356,0.0001095226,0.000042353615,0.00008122832,0.00013510988,0.000051856514,0.00045378314],"category_scores_gemma":[0.0000018151239,0.00014146151,0.00009011005,0.00011333682,0.00003029123,0.00019006625,0.000021949549,0.000112004585,9.5317716e-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":[0.00030108847,0.00011874831,0.066186115,0.00009606089,0.0006840465,5.9479123e-7,0.00016319597,0.00012754161,0.93133605,0.0002965537,0.0000028301329,0.00068718445],"study_design_scores_gemma":[0.0029866751,0.0010936095,0.224763,0.00007085155,0.0005031437,1.9194333e-7,0.00028009198,0.00030157866,0.76975846,0.000022348908,0.000033861885,0.00018615248],"about_ca_topic_score_codex":0.0005325176,"about_ca_topic_score_gemma":0.00002611982,"teacher_disagreement_score":0.16157757,"about_ca_system_score_codex":0.000013488167,"about_ca_system_score_gemma":0.000025463461,"threshold_uncertainty_score":0.5768633},"labels":[],"label_agreement":null},{"id":"W3009912900","doi":"","title":"InGaN-based Red LEDs (II) low-operation voltage","year":2020,"lang":"en","type":"article","venue":"The Japan Society of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Light-emitting diode; Materials science; Optoelectronics; Voltage; Engineering physics; Electrical engineering; Physics; Engineering","score_opus":0.017000063909244134,"score_gpt":0.22373629237599166,"score_spread":0.20673622846674752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009912900","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":[0.9912897,0.000007910085,0.004476008,0.00068540213,0.000082184015,0.0004013998,0.00008690427,0.00006237383,0.002908135],"genre_scores_gemma":[0.99667656,0.0000014230028,0.0004862176,0.0017281763,0.00083820336,0.000030823343,0.00016615858,0.0000343948,0.00003801698],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990206,0.000019736497,0.00028171894,0.00024315434,0.00020850616,0.00022630485],"domain_scores_gemma":[0.99928343,0.000054450335,0.00022771617,0.0003043456,0.000057223195,0.00007283189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014647905,0.00020922693,0.00030734082,0.0000041929557,0.00025731415,0.000043405667,0.00029173784,0.000050541454,0.00026001],"category_scores_gemma":[9.388484e-7,0.0001658971,0.00024488306,0.00016258562,0.00011714727,0.00006913969,0.00006999655,0.00017574578,0.000032348722],"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":[0.000032363518,0.00009117324,0.00014987268,0.00008284169,0.00009526637,1.6677138e-8,0.006331399,0.0032230746,0.9746936,0.0088014705,0.004933,0.0015659247],"study_design_scores_gemma":[0.0010633775,0.00006164272,0.000139493,0.00002220221,0.000094992225,1.908657e-8,0.002971498,0.010006644,0.97769415,0.0035547474,0.0040906537,0.00030057313],"about_ca_topic_score_codex":0.000052608528,"about_ca_topic_score_gemma":2.4928684e-7,"teacher_disagreement_score":0.006783569,"about_ca_system_score_codex":0.00001376439,"about_ca_system_score_gemma":0.00007905814,"threshold_uncertainty_score":0.6765087},"labels":[],"label_agreement":null},{"id":"W3010089911","doi":"","title":"InGaN-based Red LEDs (I) Effect of in-plane residual stress","year":2020,"lang":"en","type":"article","venue":"The Japan Society of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Materials science; Light-emitting diode; Residual stress; Optoelectronics; Residual; Plane (geometry); Stress (linguistics); Engineering physics; Composite material; Geometry; Computer science; Physics; Mathematics; Algorithm","score_opus":0.013097566060307325,"score_gpt":0.2317930941506609,"score_spread":0.21869552809035359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010089911","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":[0.99782276,0.000011105716,0.00008351555,0.00017958388,0.000040899788,0.00037467678,0.0001860467,0.00002025702,0.0012811711],"genre_scores_gemma":[0.9991054,0.000001468019,0.00018386378,0.00018039164,0.00033921658,0.000022379327,0.00013514051,0.000026062364,0.000006091249],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99897134,0.000058499183,0.0003279357,0.0002089277,0.00021462637,0.0002186943],"domain_scores_gemma":[0.9990921,0.0002417808,0.0002969802,0.00028496547,0.000032543187,0.00005161412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002403131,0.00020323238,0.00048922247,0.0000073283313,0.000052139665,0.000014341719,0.00031165106,0.00005133466,0.00007728291],"category_scores_gemma":[0.0000017794314,0.00015295856,0.00019225529,0.00020612199,0.00013939226,0.000033654484,0.000054951073,0.00018724325,0.0000058804103],"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":[0.00024251838,0.00011157541,0.00779128,0.0005167102,0.00016151018,7.9114905e-8,0.005285157,0.0032453246,0.9770316,0.0023557092,0.0016565276,0.0016020042],"study_design_scores_gemma":[0.0014033188,0.000111379144,0.00070696336,0.00004804834,0.00007685717,1.40056144e-8,0.0012769785,0.0005119442,0.9948294,0.000745876,0.00013204866,0.00015714248],"about_ca_topic_score_codex":0.0001557669,"about_ca_topic_score_gemma":8.6834837e-7,"teacher_disagreement_score":0.017797826,"about_ca_system_score_codex":0.000009887792,"about_ca_system_score_gemma":0.00005368433,"threshold_uncertainty_score":0.6237469},"labels":[],"label_agreement":null},{"id":"W3016116764","doi":"10.1109/ted.2020.2980329","title":"A Parametric Technique for Trap Characterization in AlGaN/GaN HEMTs","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Electron Devices","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Liverpool John Moores University","keywords":"Trapping; Charge (physics); Time constant; Materials science; Transistor; Degradation (telecommunications); Optoelectronics; Analytical Chemistry (journal); Atomic physics; Physics; Chemistry; Electrical engineering; Voltage; Quantum mechanics; Biology","score_opus":0.018536682748734042,"score_gpt":0.2586343268983408,"score_spread":0.24009764414960677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016116764","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":[0.63304245,0.000016472773,0.3650543,0.00046773898,0.00013090471,0.0009151728,0.00020371041,0.00006922459,0.00010002345],"genre_scores_gemma":[0.99842954,0.000008295675,0.00027913443,0.00039380504,0.00013227266,0.0005770767,0.00009795451,0.000035902816,0.000046026624],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998849,0.000048507925,0.00031346927,0.00034323422,0.0001089397,0.00033687294],"domain_scores_gemma":[0.9995424,0.000068880945,0.000120894176,0.00013406073,0.00004159859,0.00009214402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010497495,0.00020749457,0.00027257588,0.00017969657,0.000091606824,0.000064518914,0.00015442849,0.000072670984,0.0002153888],"category_scores_gemma":[0.0000013777692,0.00020755622,0.00012066695,0.00054275803,0.000015534091,0.0002148939,4.5122601e-7,0.00017809877,0.000020685879],"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":[0.000108713575,0.00019133714,0.00033590326,0.000072631316,0.00004659326,5.229611e-7,0.00018304403,0.00041756284,0.9925716,0.00017864346,0.00001823002,0.005875201],"study_design_scores_gemma":[0.0005956497,0.00031081968,0.0004486733,0.00002930845,0.000041962903,5.823124e-7,0.000059003225,0.0007652925,0.99493235,0.00015490192,0.0024217246,0.00023974253],"about_ca_topic_score_codex":0.00007836213,"about_ca_topic_score_gemma":0.000026921918,"teacher_disagreement_score":0.36538708,"about_ca_system_score_codex":0.000033103075,"about_ca_system_score_gemma":0.00006223067,"threshold_uncertainty_score":0.8463897},"labels":[],"label_agreement":null},{"id":"W3016275841","doi":"10.1063/1.5144838","title":"Strain-free ultrathin AlN epilayers grown directly on sapphire by high-temperature molecular beam epitaxy","year":2020,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Canadian Light Source (Canada)","funders":"Army Research Office; Natural Sciences and Engineering Research Council of Canada; Consejería de Economía, Innovación, Ciencia y Empleo, Junta de Andalucía","keywords":"Sapphire; Molecular beam epitaxy; Materials science; Photoluminescence; Epitaxy; Transmission electron microscopy; Annealing (glass); Optoelectronics; Luminescence; Crystallography; Diffraction; Optics; Nanotechnology; Layer (electronics); Chemistry; Composite material; Laser","score_opus":0.00696455949804638,"score_gpt":0.19557782785591096,"score_spread":0.18861326835786457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016275841","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":[0.9905426,0.000020990141,0.00040264145,0.00527442,0.00025481798,0.00052628433,0.0013486786,0.00014453042,0.001485054],"genre_scores_gemma":[0.97677016,0.0000018547195,0.00024912445,0.02055843,0.0010663626,0.00009518687,0.0011335528,0.00010545607,0.000019849063],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99786675,0.000051697563,0.00036504847,0.0007634209,0.00038171312,0.0005713601],"domain_scores_gemma":[0.99878436,0.000072947536,0.000217239,0.0006181887,0.00003117575,0.00027606045],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000871013,0.00054617826,0.00053542835,0.000026079944,0.00016497962,0.00018871813,0.00061541406,0.000097845674,0.00021610122],"category_scores_gemma":[0.0000036802783,0.0005355613,0.00021167172,0.00024579765,0.0000957657,0.00013604331,0.00008073752,0.00045715334,0.0001566205],"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":[0.000043036238,0.00009868025,0.00003479051,0.000034482764,0.00017602758,0.000007182394,0.00036496847,0.0008156849,0.9297764,0.024150968,0.04380376,0.00069407927],"study_design_scores_gemma":[0.001217749,0.00006688333,0.000038995007,0.000023002243,0.000078605925,1.8902011e-7,0.00020010909,0.0000054001684,0.992474,0.0018241272,0.003430523,0.0006404231],"about_ca_topic_score_codex":0.00012192096,"about_ca_topic_score_gemma":3.9936688e-7,"teacher_disagreement_score":0.06269765,"about_ca_system_score_codex":0.000032306758,"about_ca_system_score_gemma":0.00003811059,"threshold_uncertainty_score":0.9997096},"labels":[],"label_agreement":null},{"id":"W3019911669","doi":"10.1002/jsid.899","title":"Submicron full‐color LED pixels for microdisplays and micro‐LED main displays","year":2020,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":29,"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":"University of California, Santa Barbara","keywords":"Light-emitting diode; Materials science; RGB color model; Optoelectronics; Pixel; Optics; LED lamp; LED display; Molecular beam epitaxy; Dimension (graph theory); Computer science; Nanotechnology; Epitaxy; Artificial intelligence; Physics","score_opus":0.009938993105388602,"score_gpt":0.23548440450160968,"score_spread":0.22554541139622108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3019911669","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":[0.9851535,0.000068131594,0.009607564,0.0027910087,0.0005662946,0.0006387128,0.0010802314,0.000008097161,0.000086434346],"genre_scores_gemma":[0.9934779,0.000011957945,0.0040041017,0.001673119,0.00056387944,0.000037126938,0.00010395656,0.00001955652,0.00010844659],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987918,0.000022454,0.0006939299,0.00009456309,0.00014345409,0.00025376456],"domain_scores_gemma":[0.9985174,0.00012857198,0.0009101162,0.00012100375,0.00019742717,0.00012547562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044173643,0.00019147259,0.0003296227,0.000021405931,0.00027849467,0.00020297235,0.00030036777,0.00007598789,0.000043037653],"category_scores_gemma":[0.000032362626,0.0001293601,0.00094575644,0.00008776399,0.00006104739,0.0008151261,0.000065430366,0.00014743967,0.000005261573],"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":[0.00061900035,0.00006670692,0.0011331536,0.0006547092,0.0007031797,9.7545694e-8,0.008511925,0.0003131822,0.91070026,0.004594383,0.071482584,0.0012208235],"study_design_scores_gemma":[0.022011248,0.00134408,0.0043464666,0.0004634302,0.0019635384,0.00005907506,0.01847308,0.00951551,0.34844613,0.0035243481,0.58840317,0.0014499569],"about_ca_topic_score_codex":0.0000053126637,"about_ca_topic_score_gemma":9.153411e-7,"teacher_disagreement_score":0.56225413,"about_ca_system_score_codex":0.000040930263,"about_ca_system_score_gemma":0.000098108394,"threshold_uncertainty_score":0.5275151},"labels":[],"label_agreement":null},{"id":"W3020294690","doi":"10.1021/acs.chemmater.9b05171","title":"<i>In Situ</i> Activation of an Indium(III) Triazenide Precursor for Epitaxial Growth of Indium Nitride by Atomic Layer Deposition","year":2020,"lang":"en","type":"article","venue":"Chemistry of Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Sveriges Regering; Knut och Alice Wallenbergs Stiftelse; Stiftelsen för Strategisk Forskning","keywords":"Atomic layer deposition; Indium; Epitaxy; Materials science; Chemical vapor deposition; Indium nitride; Homoleptic; Sublimation (psychology); Nitride; Stoichiometry; Thin film; Analytical Chemistry (journal); Chemical engineering; Layer (electronics); Nanotechnology; Chemistry; Optoelectronics; Metal; Organic chemistry; Metallurgy","score_opus":0.012814984316946148,"score_gpt":0.23994011954183944,"score_spread":0.2271251352248933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3020294690","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":[0.997834,0.000009077866,0.00015015829,0.00007213378,0.00010954533,0.00041224298,0.0012803021,0.00000973638,0.00012279564],"genre_scores_gemma":[0.99838173,0.0000015775395,0.00031482143,0.000039349456,0.00031439957,0.000050584214,0.0008582561,0.000023453484,0.000015832764],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987193,0.00004664025,0.000703691,0.00023782473,0.00012271512,0.00016984774],"domain_scores_gemma":[0.99888915,0.00006136917,0.0007386064,0.00014676289,0.00009845937,0.000065674685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020772043,0.00017150692,0.00055457186,0.000023946393,0.000018629458,0.000018885654,0.00018628237,0.000104289145,0.00030253833],"category_scores_gemma":[0.000025285104,0.00017675392,0.00008309095,0.000073949064,0.0000420686,0.00020660726,0.000029471274,0.000042401814,0.0000011635271],"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":[0.00074504025,0.00014493012,0.00016434555,0.0008194333,0.000043888114,1.5319453e-7,0.00030217788,0.0000035465284,0.9972947,0.000042671873,0.00039416633,0.000044933404],"study_design_scores_gemma":[0.0020854524,0.00008001237,0.00006926976,0.00008280636,0.000047040056,2.392853e-7,0.00015115713,0.0000036324368,0.996712,0.0005645777,0.000055832945,0.00014796166],"about_ca_topic_score_codex":0.00028562243,"about_ca_topic_score_gemma":4.1144847e-7,"teacher_disagreement_score":0.0013404121,"about_ca_system_score_codex":0.00001559516,"about_ca_system_score_gemma":0.000064092084,"threshold_uncertainty_score":0.72078156},"labels":[],"label_agreement":null},{"id":"W3029668426","doi":"10.1039/d0tc02085k","title":"Epitaxial GaN using Ga(NMe <sub>2</sub> ) <sub>3</sub> and NH <sub>3</sub> plasma by atomic layer deposition","year":2020,"lang":"en","type":"article","venue":"Journal of Materials Chemistry C","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Knut och Alice Wallenbergs Stiftelse; Vetenskapsrådet; Stiftelsen för Strategisk Forskning","keywords":"Materials science; Epitaxy; Atomic layer deposition; Layer (electronics); Plasma; Analytical Chemistry (journal); Deposition (geology); Optoelectronics; Nanotechnology; Chemistry; Physics","score_opus":0.012956821439208059,"score_gpt":0.2187262241453931,"score_spread":0.20576940270618505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029668426","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":[0.99759084,0.00012643884,0.00021163162,0.00025985404,0.000819458,0.00024537524,0.00063097826,0.00004467729,0.00007076682],"genre_scores_gemma":[0.99594134,0.00011604083,0.00014417007,0.00020904891,0.0032716529,0.000011386577,0.00018913002,0.0001144043,0.0000028394577],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9966861,0.00016448123,0.001428449,0.00055875344,0.00048465998,0.00067756],"domain_scores_gemma":[0.99730533,0.000082329956,0.0015400659,0.0002944684,0.00022265907,0.0005551385],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047326458,0.0006378645,0.001093608,0.00006178422,0.00024160497,0.0005480371,0.00036523602,0.0002948174,0.00018263921],"category_scores_gemma":[0.000035014207,0.0006242881,0.00028151594,0.000139222,0.00011829504,0.0005617406,0.00014106411,0.00037116543,0.00004189685],"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":[0.0003887066,0.00012756529,0.00022215724,0.00039131744,0.00023073202,0.000051235456,0.00017684672,0.00006853566,0.9959209,0.000009408594,0.0015540458,0.0008585397],"study_design_scores_gemma":[0.0020224154,0.00010560516,0.00010533308,0.00030626054,0.00030773098,0.00015683554,0.00020066948,0.000094425835,0.99568045,0.00018652012,0.00022232598,0.0006114152],"about_ca_topic_score_codex":0.000024292904,"about_ca_topic_score_gemma":8.416709e-7,"teacher_disagreement_score":0.002452195,"about_ca_system_score_codex":0.00012542265,"about_ca_system_score_gemma":0.00021075671,"threshold_uncertainty_score":0.99962085},"labels":[],"label_agreement":null},{"id":"W3033413178","doi":"10.1002/adom.202000481","title":"Nanoscale Structural and Emission Properties within “Russian Doll”‐Type InGaN/AlGaN Quantum Wells","year":2020,"lang":"en","type":"article","venue":"Advanced Optical Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Light Source (Canada); McGill University; McMaster University","funders":"National Science Foundation","keywords":"Cathodoluminescence; Materials science; Nanorod; Quantum well; Optoelectronics; Light emission; Nanoscopic scale; Ternary operation; Light-emitting diode; Atom probe; Molecular beam epitaxy; Diode; Nanotechnology; Epitaxy; Optics; Transmission electron microscopy; Luminescence; Laser","score_opus":0.01762983761253422,"score_gpt":0.24318516660943068,"score_spread":0.22555532899689645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033413178","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":[0.99766576,0.00007832256,0.000039086117,0.00064133643,0.00074250187,0.00035421448,0.00006505065,0.000083388346,0.00033035237],"genre_scores_gemma":[0.99755365,0.0000062219697,0.0015211611,0.00029057122,0.00043221295,0.000016566752,0.00005189442,0.000043173786,0.00008457508],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984975,0.0000739142,0.00048005045,0.00043866516,0.00014692663,0.00036294866],"domain_scores_gemma":[0.9992776,0.000030614854,0.00016061617,0.0001950057,0.000046954534,0.0002891928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010348132,0.00029841176,0.0004904358,0.000022039989,0.00015243547,0.00021524477,0.00016853667,0.00007692283,0.0007972899],"category_scores_gemma":[0.000039472474,0.00021576561,0.000041731353,0.0000926225,0.00011213397,0.0003014056,0.00012786423,0.00010255101,0.0000568128],"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":[0.00021449308,0.000016162538,0.0003459308,0.000097260156,0.000023143013,0.0000029618616,0.0004433803,0.000030147054,0.9856809,0.012799643,0.00003933685,0.0003066859],"study_design_scores_gemma":[0.0006350331,0.00018660877,0.0004276017,0.000098129225,0.00002777416,0.000002012663,0.00038623347,0.00009980895,0.993325,0.0038668076,0.00061963766,0.00032537736],"about_ca_topic_score_codex":0.00007750025,"about_ca_topic_score_gemma":4.1471898e-7,"teacher_disagreement_score":0.008932835,"about_ca_system_score_codex":0.0000109829125,"about_ca_system_score_gemma":0.00003982787,"threshold_uncertainty_score":0.8798666},"labels":[],"label_agreement":null},{"id":"W3034723674","doi":"10.1002/mmce.22291","title":"New <scp>small‐signal</scp> extraction method applied to <scp>GaN</scp> <scp>HEMTs</scp> on different substrates","year":2020,"lang":"en","type":"article","venue":"International Journal of RF and Microwave Computer-Aided Engineering","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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 Ottawa","funders":"","keywords":"High-electron-mobility transistor; Passivation; Materials science; Optoelectronics; Nucleation; Transistor; Gallium nitride; SIGNAL (programming language); Nitride; Layer (electronics); Voltage; Chemistry; Nanotechnology; Computer science; Electrical engineering","score_opus":0.016318472663786523,"score_gpt":0.24325020621864607,"score_spread":0.22693173355485954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034723674","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":[0.6086807,0.00011923333,0.38953054,0.00011238964,0.0010627861,0.00014065398,0.00002986914,0.00003600549,0.000287794],"genre_scores_gemma":[0.9665861,0.000029037745,0.02933689,0.00037851708,0.0034152009,0.0000074133964,0.000047358677,0.00006265676,0.00013679614],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99801886,0.000038884456,0.0007606496,0.00040196656,0.00037181686,0.00040783922],"domain_scores_gemma":[0.9977952,0.00085915515,0.0004631816,0.00013735484,0.00023135621,0.0005136983],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021907603,0.00045123012,0.0005782411,0.00027646535,0.00006292942,0.0004280034,0.00049911917,0.00010219799,0.0000242808],"category_scores_gemma":[0.000053138097,0.00042126776,0.000246008,0.00013729082,0.000013252087,0.00022899816,0.00011622673,0.00044782335,0.000025990012],"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":[0.000011145788,0.00009593594,0.00042739802,0.00005226143,0.0005437474,0.000037506383,0.0011567448,0.0234726,0.95362777,0.0016123145,0.0058043115,0.013158288],"study_design_scores_gemma":[0.0015631053,0.00033889344,0.0028318558,0.00029076345,0.000106028034,0.00008204263,0.0005151344,0.0045327414,0.9604694,0.00055768085,0.028603114,0.000109226836],"about_ca_topic_score_codex":0.00003359665,"about_ca_topic_score_gemma":0.0000020816665,"teacher_disagreement_score":0.36019364,"about_ca_system_score_codex":0.00007315542,"about_ca_system_score_gemma":0.00007249443,"threshold_uncertainty_score":0.9998239},"labels":[],"label_agreement":null},{"id":"W3035706765","doi":"10.1063/1.5142615","title":"AlN grown by CBE for power device applications","year":2020,"lang":"en","type":"article","venue":"AIP Advances","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Materials science; Nitride; Aluminium; Molecular beam epitaxy; Chemical beam epitaxy; Thermal conductivity; Optoelectronics; Growth rate; Epitaxy; Ammonia; Analytical Chemistry (journal); Thermal; Nanotechnology; Composite material; Chemistry; Layer (electronics); Thermodynamics","score_opus":0.013996716702515238,"score_gpt":0.2698427285162674,"score_spread":0.25584601181375216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035706765","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":[0.6569878,0.009584091,0.2716527,0.014781314,0.0012931668,0.0046708505,0.0059451084,0.00050524616,0.034579728],"genre_scores_gemma":[0.9963448,0.000011790082,0.0013296145,0.0013606421,0.00033268763,0.0002977481,0.00017806992,0.000017203627,0.00012746223],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99941427,0.000009331937,0.00014501488,0.00021371472,0.00005573156,0.0001619334],"domain_scores_gemma":[0.9996298,0.00005474748,0.00008093004,0.00011238987,0.000040456176,0.00008168432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000031502444,0.00010362422,0.00013775249,0.00000769656,0.00008262558,0.00003738949,0.00014478488,0.000016994853,0.00054701546],"category_scores_gemma":[0.0000029308726,0.0000930086,0.00005560443,0.000068138695,0.0000207479,0.00018158219,0.000018438608,0.000035105266,0.000063300264],"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":[0.00007787591,0.00024052874,0.013784923,0.00023801552,0.00016606555,4.002095e-7,0.00064311083,0.000060966206,0.8186293,0.05914125,0.06711895,0.039898608],"study_design_scores_gemma":[0.00023287699,0.00004194699,0.00003498722,0.000004691325,0.00001641374,5.4437965e-8,0.0002864253,0.00001641642,0.04992006,0.0026950766,0.94662595,0.00012508991],"about_ca_topic_score_codex":0.000021185759,"about_ca_topic_score_gemma":0.0000012135703,"teacher_disagreement_score":0.879507,"about_ca_system_score_codex":0.0000045058882,"about_ca_system_score_gemma":0.000017261409,"threshold_uncertainty_score":0.5989436},"labels":[],"label_agreement":null},{"id":"W3037867998","doi":"10.1088/0256-307x/37/6/068503","title":"A Novel Oxygen-Based Digital Etching Technique for p-GaN/AlGaN Structures without Etch-Stop Layers*","year":2020,"lang":"en","type":"article","venue":"Chinese Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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 British Columbia","funders":"","keywords":"Materials science; Etching (microfabrication); Dry etching; Optoelectronics; Epitaxy; Inductively coupled plasma; Plasma; Layer (electronics); Plasma etching; Etch pit density; Reactive-ion etching; Surface roughness; Surface finish; Analytical Chemistry (journal); Nanotechnology; Composite material; Chemistry","score_opus":0.01803222954120689,"score_gpt":0.2557721748802891,"score_spread":0.2377399453390822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037867998","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":[0.6637328,0.000005744059,0.332835,0.0017526108,0.00019158276,0.00066567113,0.00057097664,0.00010193936,0.00014362662],"genre_scores_gemma":[0.98867756,9.940184e-8,0.003921708,0.004774318,0.001863432,0.0001716207,0.00048111126,0.00010213396,0.0000080176615],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984691,0.000020895632,0.0003351832,0.0005389723,0.00020493087,0.00043087907],"domain_scores_gemma":[0.9990841,0.00009178277,0.00023141102,0.00033674817,0.00006807084,0.00018784498],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007226036,0.00045716754,0.0004859138,0.000040201612,0.00016744259,0.00029241273,0.0003806486,0.000057408888,0.000054195036],"category_scores_gemma":[0.000016718775,0.0003872336,0.0003127706,0.00020379953,0.00006613828,0.0003477325,0.000055977733,0.00023171796,0.000013464729],"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":[0.000063230895,0.00006366488,0.0044735703,0.00010877199,0.0000911114,0.0000010665857,0.0005802408,0.0021815165,0.9901678,0.0010534829,0.0006401533,0.00057538995],"study_design_scores_gemma":[0.004488317,0.00018724937,0.0012257566,0.000116046955,0.0001575752,0.0000022779082,0.0002859999,0.0054736673,0.97239393,0.009638039,0.0042291307,0.0018020087],"about_ca_topic_score_codex":0.00008975823,"about_ca_topic_score_gemma":7.336676e-7,"teacher_disagreement_score":0.3289133,"about_ca_system_score_codex":0.00002551582,"about_ca_system_score_gemma":0.00007128066,"threshold_uncertainty_score":0.99985796},"labels":[],"label_agreement":null},{"id":"W3039564044","doi":"10.1109/ted.2020.3003847","title":"Modeling Bias Dependence of Self-Heating in GaN HEMTs Using Two Heat Sources","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Electron Devices","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":27,"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 Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"High-electron-mobility transistor; Gallium nitride; Materials science; Transistor; Heat sink; Optoelectronics; Heat generation; Wide-bandgap semiconductor; Thermal; Mechanics; Computational physics; Physics; Thermodynamics; Electrical engineering; Nanotechnology; Engineering","score_opus":0.03863925681996503,"score_gpt":0.27854716089219494,"score_spread":0.23990790407222992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039564044","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":[0.9432553,0.000099017205,0.0561143,0.00006339337,0.00009317739,0.00018680621,0.000020848098,0.000056331373,0.000110817855],"genre_scores_gemma":[0.9989626,0.00000746749,0.0007617626,0.00010958583,0.0001075166,0.000013688631,0.0000039060724,0.000029370678,0.0000041189696],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985964,0.000085431035,0.00043530954,0.00033144047,0.0001904146,0.00036102324],"domain_scores_gemma":[0.9995527,0.00006298472,0.00009549678,0.00014533669,0.000050251056,0.00009318771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014530458,0.00021538483,0.00033261275,0.00011078674,0.000120374556,0.00005322274,0.00017661153,0.000044965356,0.00013867317],"category_scores_gemma":[0.0000010537418,0.0002146732,0.000110463625,0.00030887444,0.00001651155,0.00025734038,0.0000013973215,0.00023767243,0.00000756531],"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":[0.000037103942,0.00011134186,0.0021663387,0.00007618266,0.000059314738,8.789353e-7,0.0009947976,0.6417649,0.35417834,0.000045944955,4.7708096e-7,0.00056442706],"study_design_scores_gemma":[0.00044427792,0.00009376726,0.00001660377,0.00008866438,0.000057826244,0.0000010186717,0.0005825134,0.34984565,0.6485951,0.00007098993,0.0000122346555,0.00019138199],"about_ca_topic_score_codex":0.0036350277,"about_ca_topic_score_gemma":0.00032619608,"teacher_disagreement_score":0.29441676,"about_ca_system_score_codex":0.000038551836,"about_ca_system_score_gemma":0.00010109306,"threshold_uncertainty_score":0.87541187},"labels":[],"label_agreement":null},{"id":"W3039919927","doi":"10.1109/tmtt.2020.3004622","title":"Space Mapping Technique Using Decomposed Mappings for GaN HEMT Modeling","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Microwave Theory and Techniques","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Space mapping; High-electron-mobility transistor; Gallium nitride; Computer science; Process (computing); Data modeling; Electronic engineering; Equivalent circuit; Transistor; Algorithm; Materials science; Electrical engineering; Engineering","score_opus":0.0331565109635273,"score_gpt":0.267412250187258,"score_spread":0.23425573922373072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039919927","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":[0.298202,0.000020450208,0.7004983,0.00009965029,0.000052140003,0.0006297188,0.000081938364,0.00018286832,0.0002329409],"genre_scores_gemma":[0.9569832,0.0000076857,0.042352825,0.00028775865,0.0001285443,0.00014839788,0.000009920873,0.00004763817,0.000034034714],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998929,0.00009213554,0.00028769756,0.00036533675,0.00006193448,0.00026386147],"domain_scores_gemma":[0.99946594,0.0000974049,0.00009903071,0.0001658267,0.00006289359,0.00010890249],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036432096,0.0002573786,0.0003015801,0.0001048853,0.00027398192,0.00007978023,0.00013106636,0.00009342951,0.00009562424],"category_scores_gemma":[0.0000018190636,0.00025728147,0.00015035884,0.000118338,0.000057379115,0.00015132448,0.0000027375327,0.00019171984,0.0000023090854],"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":[0.00012420194,0.000043062617,0.0000024722274,0.00008335927,0.000054037904,7.731577e-7,0.00039332965,0.00025204802,0.9918657,0.0038304415,0.000017444338,0.0033331178],"study_design_scores_gemma":[0.00023894917,0.00009096284,6.3504345e-8,0.0001263867,0.000058891466,0.0000047605804,0.00050627155,0.0015473957,0.9758404,0.020658594,0.0006409291,0.00028642712],"about_ca_topic_score_codex":0.00004321131,"about_ca_topic_score_gemma":7.2247315e-7,"teacher_disagreement_score":0.6587812,"about_ca_system_score_codex":0.000021632524,"about_ca_system_score_gemma":0.00003265458,"threshold_uncertainty_score":0.99998796},"labels":[],"label_agreement":null},{"id":"W3041074472","doi":"10.1142/s2010324720500241","title":"First Principle Investigation of Structural, Electronic and Optical Properties of Quaternary B<sub><i>x</i></sub>In<sub><i>y</i></sub>Ga1−x<sub>−<i>y</i></sub>N Compounds","year":2020,"lang":"en","type":"article","venue":"SPIN","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"MPB Technologies & Communications (Canada)","funders":"","keywords":"WIEN2k; Lattice constant; Quaternary; Bulk modulus; Density functional theory; Dielectric; Refractive index; Lattice (music); Condensed matter physics; Alloy; Modulus; Thermodynamics; Materials science; Physics; Mathematical physics; Mathematical analysis; Quantum mechanics; Mathematics; Local-density approximation; Diffraction; Geometry; Metallurgy","score_opus":0.018084518796231335,"score_gpt":0.22656118218216395,"score_spread":0.20847666338593263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041074472","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":[0.9978341,0.0005287505,0.00004353893,0.0005213124,0.00018512567,0.00065766607,0.00009948752,0.00005397471,0.00007607387],"genre_scores_gemma":[0.99908376,0.000108803455,0.000086314,0.00018594021,0.00028950642,0.000059607984,0.0001152193,0.00006895584,0.0000019232732],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997235,0.00012946787,0.0009606151,0.00063525187,0.00037511764,0.0006645622],"domain_scores_gemma":[0.99868864,0.00005333564,0.00048113917,0.00037686032,0.00013506452,0.00026498007],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026189588,0.00046512528,0.0007895245,0.00012068524,0.00012300992,0.00009084758,0.0003128702,0.00014493283,0.00001820725],"category_scores_gemma":[0.000025217418,0.0004329962,0.0001638307,0.00031398187,0.00033610925,0.00038725502,0.00020530396,0.00035050535,0.000020757992],"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":[0.00015564523,0.00005729514,0.015033257,0.0005490862,0.00009636613,0.0000033898182,0.00071078114,0.00021753208,0.98100233,0.001464544,0.000107573636,0.0006021803],"study_design_scores_gemma":[0.0011899851,0.0003889543,0.009524211,0.00029713364,0.00008166042,0.0000041655057,0.00019463351,0.0010604039,0.98542786,0.0012378774,0.0001454452,0.00044765326],"about_ca_topic_score_codex":0.00019335875,"about_ca_topic_score_gemma":0.00010694438,"teacher_disagreement_score":0.0055090464,"about_ca_system_score_codex":0.000060010425,"about_ca_system_score_gemma":0.00026004802,"threshold_uncertainty_score":0.9998122},"labels":[],"label_agreement":null},{"id":"W3042126046","doi":"10.1063/5.0005436","title":"Micrometer scale InGaN green light emitting diodes with ultra-stable operation","year":2020,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":35,"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":"Light-emitting diode; Optoelectronics; Laser linewidth; Materials science; Diode; Photonics; Current density; Quantum efficiency; Voltage droop; Wavelength; Wide-bandgap semiconductor; Quantum dot; Optics; Laser; Physics; Voltage","score_opus":0.010922891805507748,"score_gpt":0.19876638789304799,"score_spread":0.18784349608754025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042126046","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":[0.99135655,0.000004001603,0.0047788434,0.0012571537,0.00005672509,0.00027621337,0.000054293047,0.000054552187,0.002161677],"genre_scores_gemma":[0.993183,2.7862959e-7,0.0012648884,0.0042425743,0.0010019945,0.000049315026,0.0001870017,0.000048449307,0.000022506443],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989355,0.000020296564,0.00021039575,0.00037371178,0.00014924258,0.00031081526],"domain_scores_gemma":[0.99952453,0.000019270441,0.00012655382,0.00019963576,0.00002365113,0.00010635173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000055659093,0.00023886924,0.00027232798,0.000016921786,0.00015175449,0.00016242696,0.00017860305,0.00002661869,0.000109864275],"category_scores_gemma":[3.6866015e-7,0.0002056752,0.000061559906,0.00015306122,0.000036404243,0.00019947547,0.000030130897,0.00014562307,0.000092179405],"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":[0.000020745365,0.00002862676,0.0022791733,0.000035466757,0.000067129506,7.27312e-7,0.0014907984,0.00033894947,0.9932553,0.0006836852,0.00084161,0.00095776055],"study_design_scores_gemma":[0.0005283672,0.000024025474,0.000105108964,0.00001845907,0.000051838426,2.231067e-7,0.00033327565,0.000037321897,0.9953375,0.00007383394,0.0031766198,0.0003134143],"about_ca_topic_score_codex":0.00018372573,"about_ca_topic_score_gemma":0.000001688383,"teacher_disagreement_score":0.0035139548,"about_ca_system_score_codex":0.000013750964,"about_ca_system_score_gemma":0.000020036843,"threshold_uncertainty_score":0.8387191},"labels":[],"label_agreement":null},{"id":"W3042607910","doi":"10.1038/s43246-020-00054-6","title":"Two-photon photocurrent in InGaN/GaN nanowire intermediate band solar cells","year":2020,"lang":"en","type":"preprint","venue":"Communications Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":1,"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; Institut National de la Recherche Scientifique; National Research Council Canada; University of Ottawa","funders":"CMC Microsystems; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; McGill University","keywords":"Optoelectronics; Photocurrent; Materials science; Heterojunction; Nanowire; Band gap; Multiple exciton generation; Solar cell; Wide-bandgap semiconductor; Semiconductor; Quantum dot solar cell; Biasing; Quantum dot; Silicon; Quantum efficiency; Gallium nitride; Polymer solar cell; Nanotechnology; Voltage; Physics","score_opus":0.041932189697778025,"score_gpt":0.3050821210605042,"score_spread":0.2631499313627262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042607910","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":[0.99004924,0.00028317183,0.000052268482,0.0004614929,0.0027090996,0.001578627,0.0024589342,0.0001076121,0.002299565],"genre_scores_gemma":[0.9943258,0.00032060928,0.0006324209,0.00013993839,0.0004540731,0.0008399169,0.0031534664,0.000088911154,0.000044831846],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99689674,0.00067578076,0.0011815972,0.00063052116,0.00018251366,0.00043285132],"domain_scores_gemma":[0.9959996,0.00014230577,0.0007747476,0.0028123166,0.00011109856,0.00015994914],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00059419987,0.0005497817,0.0010048642,0.00020225783,0.00016988034,0.0005560533,0.002365871,0.0001880524,0.0020453099],"category_scores_gemma":[0.000019715231,0.0005686416,0.00018347435,0.00016107499,0.00017042532,0.00015343701,0.0020663785,0.0006044088,0.0002285385],"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":[0.000028650054,0.00024790203,0.00059328787,0.00030673866,0.00010095092,0.0000021320745,0.001328747,0.000025878833,0.9955169,0.0005520774,0.0007620888,0.0005346596],"study_design_scores_gemma":[0.0008104142,0.000027698326,0.00033058063,0.00070973963,0.0000961707,4.2549814e-7,0.00038169743,0.000072970106,0.9785512,0.0055625783,0.012829006,0.00062753266],"about_ca_topic_score_codex":0.0040185233,"about_ca_topic_score_gemma":0.00012978795,"teacher_disagreement_score":0.0169657,"about_ca_system_score_codex":0.00009469402,"about_ca_system_score_gemma":0.00023577643,"threshold_uncertainty_score":0.9996765},"labels":[],"label_agreement":null},{"id":"W3047247902","doi":"10.1002/pssb.202000287","title":"Optical Quality and Stimulated Emission of Molecular Beam Epitaxy Grown AlGaN in the Deep Ultraviolet","year":2020,"lang":"en","type":"article","venue":"physica status solidi (b)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":5,"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","keywords":"Molecular beam epitaxy; Optoelectronics; Ultraviolet; Materials science; Lasing threshold; Heterojunction; Wafer; Epitaxy; Laser linewidth; Gallium nitride; Optics; Laser; Layer (electronics); Physics; Wavelength; Nanotechnology","score_opus":0.025165624692462682,"score_gpt":0.29047063257925126,"score_spread":0.26530500788678857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047247902","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":[0.9980518,0.000061367595,0.0004906259,0.0004714819,0.00002997075,0.00024478778,0.000092916154,0.000014578973,0.00054242363],"genre_scores_gemma":[0.9993383,0.000005237893,0.00012559493,0.00031122487,0.000095141295,0.000012731934,0.00009284165,0.000016963215,0.0000019313645],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99877083,0.00012595684,0.0003373046,0.0002720633,0.0001849546,0.00030889802],"domain_scores_gemma":[0.999336,0.0001233572,0.00013688848,0.00021480407,0.000046723166,0.000142229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013882524,0.00017668805,0.00034919617,0.000017725832,0.000046406003,0.000039844806,0.00016189995,0.000035389243,0.000056434073],"category_scores_gemma":[0.000020324533,0.00013090708,0.00008231129,0.00014897264,0.00007784671,0.00008252404,0.000051631017,0.00015462728,0.0000054193483],"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":[0.00005234745,0.0001860032,0.0038303924,0.000063282525,0.00003703607,0.0000027232957,0.0022184802,0.00014524694,0.9844416,0.0077141803,0.00006454229,0.0012442074],"study_design_scores_gemma":[0.0018252255,0.0002580456,0.026175339,0.00006728378,0.00010489766,4.987983e-7,0.0025125267,0.0012110951,0.95671266,0.010087144,0.0005776401,0.0004676572],"about_ca_topic_score_codex":0.00045417526,"about_ca_topic_score_gemma":0.0000010704179,"teacher_disagreement_score":0.027728911,"about_ca_system_score_codex":0.0000071273416,"about_ca_system_score_gemma":0.00003610632,"threshold_uncertainty_score":0.53382355},"labels":[],"label_agreement":null},{"id":"W3048279997","doi":"10.1088/1361-6528/abaf22","title":"Field emission from AlGaN nanowires with low turn-on field","year":2020,"lang":"en","type":"preprint","venue":"Nanotechnology","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"","keywords":"Field electron emission; Nanowire; Materials science; Tungsten; Anode; Cathode; Electron; Field (mathematics); Optoelectronics; Scanning electron microscope; Electrode; Current density; Homogeneous; Field emission microscopy; Nanotechnology; Optics; Physics; Diffraction; Chemistry; Composite material","score_opus":0.011109590700825884,"score_gpt":0.24148035475202542,"score_spread":0.23037076405119955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048279997","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":[0.98842335,0.00009247009,0.0013066276,0.007435555,0.0009637987,0.00036063517,0.000212625,0.0002698741,0.0009350468],"genre_scores_gemma":[0.9971629,0.000012440842,0.0005362983,0.0012444836,0.0004977839,0.00007595438,0.000262931,0.00004879927,0.00015844568],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983469,0.000043305055,0.0003286784,0.000775919,0.00016601985,0.00033914845],"domain_scores_gemma":[0.9985889,0.00017246693,0.00029546805,0.0008015544,0.000047738904,0.00009383264],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000043571803,0.00042324536,0.0006129995,0.00010238627,0.00008049927,0.00007349147,0.0006272498,0.0008213236,0.0014850924],"category_scores_gemma":[0.000029973322,0.0003378454,0.00013986528,0.000093367846,0.000046302033,0.00003331967,0.0004698622,0.0010547512,0.000090326335],"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":[0.0005653027,0.00022291833,0.003798052,0.00020071346,0.0004575849,0.000073592564,0.00037731673,0.000046664096,0.92800456,0.0052061304,0.019129844,0.041917324],"study_design_scores_gemma":[0.000457596,0.0004568737,0.000027458702,0.00039108537,0.00006430035,7.074622e-7,0.000106563195,0.000052918756,0.967064,0.018527599,0.012441812,0.00040907518],"about_ca_topic_score_codex":0.0017479827,"about_ca_topic_score_gemma":0.000020214095,"teacher_disagreement_score":0.041508246,"about_ca_system_score_codex":0.000021926153,"about_ca_system_score_gemma":0.00012416669,"threshold_uncertainty_score":0.9999074},"labels":[],"label_agreement":null},{"id":"W3055566407","doi":"10.1109/pn50013.2020.9166932","title":"Stimulated Emission in the Deep Ultraviolet with AlGaN Grown by Molecular Beam Epitaxy","year":2020,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"","keywords":"Ultraviolet; Molecular beam epitaxy; Optoelectronics; Materials science; Heterojunction; Epitaxy; Stimulated emission; Range (aeronautics); Ultraviolet light; Optics; Laser; Nanotechnology; Physics","score_opus":0.007979541320957947,"score_gpt":0.21857230972123315,"score_spread":0.2105927684002752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3055566407","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":[0.99481744,0.00003653727,0.0019121944,0.00096382026,0.000022502289,0.0002439302,0.000026433268,0.000026821843,0.0019503227],"genre_scores_gemma":[0.99813247,8.634915e-7,0.0001314385,0.0014432117,0.000052681156,0.000014196765,0.00016386081,0.00001695319,0.000044342345],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992228,0.00005187659,0.00017234508,0.00022091105,0.00013025364,0.00020179331],"domain_scores_gemma":[0.99964243,0.000029039256,0.000056367673,0.00016123947,0.00002240685,0.00008852746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000772517,0.00015052441,0.00016431935,0.000013384538,0.000042677766,0.00006389783,0.00020254272,0.000031156247,0.00079390476],"category_scores_gemma":[0.0000026647867,0.000086877,0.000038649643,0.0001388533,0.000021123822,0.00006783921,0.000017357259,0.00010915749,0.000023977535],"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":[0.000033517517,0.00008278065,0.0058665886,0.00001234103,0.000029002449,0.000007768867,0.00068807736,0.00023425774,0.98960644,0.0007209823,0.002006639,0.00071161083],"study_design_scores_gemma":[0.001769691,0.00027977172,0.0010953627,0.000044057095,0.000057316644,0.0000012956102,0.0023685233,0.0009967955,0.9855459,0.00058285653,0.0068206093,0.00043783814],"about_ca_topic_score_codex":0.00045191424,"about_ca_topic_score_gemma":0.0000020409493,"teacher_disagreement_score":0.0048139705,"about_ca_system_score_codex":0.0000047830963,"about_ca_system_score_gemma":0.00001852021,"threshold_uncertainty_score":0.8692701},"labels":[],"label_agreement":null},{"id":"W3083908585","doi":"10.1088/1361-6528/abb6a5","title":"Growth of zinc-blende GaN on muscovite mica by molecular beam epitaxy","year":2020,"lang":"en","type":"article","venue":"Nanotechnology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Optina Diagnostics (Canada)","funders":"Ministerio de Ciencia e Innovación; Generalitat Valenciana","keywords":"Mica; Materials science; Cathodoluminescence; Wurtzite crystal structure; Muscovite; Epitaxy; Molecular beam epitaxy; Nucleation; Heterojunction; Transmission electron microscopy; Raman spectroscopy; Scanning transmission electron microscopy; Crystallography; Condensed matter physics; Optoelectronics; Zinc; Nanotechnology; Optics; Layer (electronics); Quartz; Composite material; Chemistry","score_opus":0.008285347577485473,"score_gpt":0.21810928457468173,"score_spread":0.20982393699719626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083908585","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":[0.9943303,0.00007603261,0.0009500086,0.003602095,0.00011489895,0.00016947242,0.00017317358,0.00009370782,0.0004903224],"genre_scores_gemma":[0.99890643,0.0000057107986,0.00024127381,0.0006574813,0.000063053405,0.000017547798,0.000056176934,0.000026979264,0.00002535112],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99903005,0.000036365713,0.00025751474,0.00031516087,0.00010176972,0.00025915165],"domain_scores_gemma":[0.9994514,0.00003786465,0.0001478524,0.0002597293,0.00003865636,0.00006451802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000047138376,0.00017458119,0.00032488065,0.00006468877,0.000030612086,0.000009971924,0.00032151272,0.00016945468,0.0003062817],"category_scores_gemma":[0.000020181902,0.00016791072,0.000092313596,0.00016757897,0.000081075086,0.00003758408,0.00006121242,0.00019231625,0.000075953605],"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":[0.000018766816,0.000063226085,0.00041746144,0.000027487997,0.000043700456,0.0000031593718,0.000056844758,0.000006447257,0.9758096,0.021202233,0.001282943,0.001068173],"study_design_scores_gemma":[0.00043322603,0.00024618086,0.00001877782,0.000014834731,0.000023460416,4.3153722e-7,0.00007990844,0.000012529969,0.98513085,0.003362399,0.010525387,0.00015199519],"about_ca_topic_score_codex":0.0001348869,"about_ca_topic_score_gemma":5.7150845e-7,"teacher_disagreement_score":0.017839834,"about_ca_system_score_codex":0.0000113795,"about_ca_system_score_gemma":0.000030365058,"threshold_uncertainty_score":0.68472004},"labels":[],"label_agreement":null},{"id":"W3084384132","doi":"10.1016/j.nanoen.2020.105298","title":"Corrigendum to “Thermal and optical properties of high-density GaN micro-LED arrays on flexible substrates” [Nano Energy 73 (2020) 104724]","year":2020,"lang":"en","type":"erratum","venue":"Nano Energy","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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 Waterloo","funders":"","keywords":"Materials science; Nano-; Optoelectronics; Thermal; Energy density; Nanotechnology; Light-emitting diode; Engineering physics; Composite material","score_opus":0.016110916771315605,"score_gpt":0.21024165481747875,"score_spread":0.19413073804616315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084384132","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":[0.954165,0.001113918,0.00014931886,0.0006568479,0.03380806,0.00045679038,0.001728925,0.00015456637,0.007766574],"genre_scores_gemma":[0.91201746,0.000014314717,0.000099033576,0.0006692962,0.002504206,0.00017636667,0.0009514404,0.0001373719,0.0834305],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9967853,0.0002536504,0.0007241782,0.0009869813,0.0005684086,0.00068148185],"domain_scores_gemma":[0.99839234,0.00001864565,0.0004826182,0.00058034365,0.00019100736,0.00033504685],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015210036,0.00072283397,0.0012966605,0.0001716681,0.00038632486,0.0001280038,0.0005692955,0.0002506585,0.00024676076],"category_scores_gemma":[0.0000045806387,0.00067996414,0.00026999196,0.00027775817,0.000114375405,0.00005785945,0.00044813674,0.0004962763,0.000016682694],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036097554,0.00021859942,0.0000181466,0.00009477656,0.0002335754,0.000019529474,0.00015570252,0.0005506606,0.7809045,0.0061338376,0.2105727,0.00073701056],"study_design_scores_gemma":[0.00060245954,0.0005566609,0.000031858246,0.00012629566,0.00014089391,0.0000071146465,0.000234176,0.000040822455,0.79504716,0.0002920623,0.20222259,0.00069790607],"about_ca_topic_score_codex":0.007788589,"about_ca_topic_score_gemma":0.00011567832,"teacher_disagreement_score":0.075663924,"about_ca_system_score_codex":0.00009864026,"about_ca_system_score_gemma":0.0005736792,"threshold_uncertainty_score":0.9995652},"labels":[],"label_agreement":null},{"id":"W3087763888","doi":"10.1002/sdtp.13897","title":"30‐3: <i>Distinguished Paper:</i> Sub‐Micron Full‐Color LED Pixels for Micro‐Displays and Micro‐LED Main Displays","year":2020,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Light-emitting diode; RGB color model; Pixel; Optoelectronics; Materials science; Dimension (graph theory); Molecular beam epitaxy; Set (abstract data type); LED display; Optics; Computer science; Epitaxy; Nanotechnology; Computer vision; Physics; Mathematics","score_opus":0.00829481691203278,"score_gpt":0.22869149512129122,"score_spread":0.22039667820925846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087763888","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":[0.97096986,0.00015319121,0.00001772998,0.0028764396,0.00028462269,0.0011126212,0.0011830231,0.00013987122,0.023262655],"genre_scores_gemma":[0.9975739,0.00003135364,0.00044681568,0.0008086231,0.0004456801,0.00017550918,0.00028422888,0.00009205562,0.00014183825],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99735624,0.00007866665,0.00084752165,0.00082790235,0.0002088386,0.0006808329],"domain_scores_gemma":[0.9983702,0.00032092215,0.00041129612,0.00043724,0.00009818268,0.0003622],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002763534,0.0005310766,0.0009055209,0.000049457474,0.00020626109,0.0001209855,0.00048401396,0.000212884,0.00026420303],"category_scores_gemma":[0.00006670301,0.00048514167,0.0003622195,0.00016723979,0.00026584233,0.00015320453,0.00021706134,0.00025349797,0.00002094604],"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":[0.0003291025,0.00016557881,0.0024783076,0.00030263272,0.00009980832,0.0000036510044,0.00014467102,0.000016063432,0.9936122,0.0016097574,0.0011816025,0.000056641984],"study_design_scores_gemma":[0.002722734,0.0006322018,0.0023614122,0.00015964452,0.000294115,0.000006560519,0.00022328565,0.0000069656744,0.96837914,0.00015477151,0.024295071,0.00076410454],"about_ca_topic_score_codex":0.00008684095,"about_ca_topic_score_gemma":0.000019921034,"teacher_disagreement_score":0.026604049,"about_ca_system_score_codex":0.000052708823,"about_ca_system_score_gemma":0.000100909114,"threshold_uncertainty_score":0.99976003},"labels":[],"label_agreement":null},{"id":"W3091859824","doi":"10.1364/pvled.2020.pvm2g.2","title":"Analysis on the Efficiency Droop of Deep-ultraviolet Emitting AlGaN Nanowires","year":2020,"lang":"en","type":"article","venue":"OSA Advanced Photonics Congress (AP) 2020 (IPR, NP, NOMA, Networks, PVLED, PSC, SPPCom, SOF)","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"","keywords":"Voltage droop; Ultraviolet; Optoelectronics; Materials science; Nanowire; Diode; Light-emitting diode; Wide-bandgap semiconductor; Voltage; Physics","score_opus":0.010058909356963663,"score_gpt":0.23840233175925882,"score_spread":0.22834342240229516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091859824","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":[0.9875355,0.0013552874,0.0041147675,0.0005825241,0.0016399424,0.0015575506,0.00043153405,0.00019033886,0.0025926053],"genre_scores_gemma":[0.99604434,0.00019770696,0.0010850732,0.0010448915,0.00053603825,0.00025217346,0.0004740316,0.00015356239,0.00021220036],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9943654,0.00043219596,0.001685715,0.0014749567,0.0007161966,0.0013255696],"domain_scores_gemma":[0.99502134,0.0011523552,0.0015267507,0.0014367978,0.00034749863,0.00051525177],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007014395,0.0010534544,0.0020063375,0.00017273794,0.0005941363,0.0003136637,0.0015559644,0.0002611121,0.0019503991],"category_scores_gemma":[0.00011722139,0.0008551563,0.0010721417,0.0017434005,0.00033311071,0.0003330387,0.0003628192,0.00088298676,0.000056727567],"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":[0.0031043855,0.0020009289,0.058678214,0.00057979923,0.0087041985,0.00014277687,0.004979906,0.68117225,0.19856276,0.016409332,0.0047129425,0.02095249],"study_design_scores_gemma":[0.012552092,0.0012200132,0.0013697838,0.00080710324,0.0045885122,0.000010181826,0.005447129,0.6778558,0.2655007,0.0016270269,0.024403231,0.004618424],"about_ca_topic_score_codex":0.00022951642,"about_ca_topic_score_gemma":0.000054570748,"teacher_disagreement_score":0.06693794,"about_ca_system_score_codex":0.00008516442,"about_ca_system_score_gemma":0.0001547702,"threshold_uncertainty_score":0.99938995},"labels":[],"label_agreement":null},{"id":"W3097308268","doi":"10.1109/jeds.2020.3035628","title":"Large-Signal Modeling of GaN HEMTs Using Hybrid GA-ANN, PSO-SVR, and GPR-Based Approaches","year":2020,"lang":"en","type":"article","venue":"IEEE Journal of the Electron Devices Society","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":59,"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 Calgary","funders":"","keywords":"Particle swarm optimization; Backpropagation; Artificial neural network; Support vector machine; Kriging; Genetic algorithm; Computer science; Convergence (economics); Maxima and minima; SIGNAL (programming language); Amplifier; High-electron-mobility transistor; Rate of convergence; Algorithm; Electronic engineering; Engineering; Artificial intelligence; Machine learning; Mathematics; Transistor; Voltage","score_opus":0.05346290765596329,"score_gpt":0.2578077794155523,"score_spread":0.204344871759589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097308268","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":[0.9899199,0.00070442696,0.008457799,0.0005274895,0.00016242581,0.00013054142,0.000048382477,0.0000085206,0.00004048932],"genre_scores_gemma":[0.99794173,0.000007621494,0.000847814,0.000434937,0.0007289922,0.0000011993359,0.000003308219,0.00002847025,0.0000059200934],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984631,0.00011702831,0.0005683516,0.00019038859,0.00031381173,0.0003473304],"domain_scores_gemma":[0.9987414,0.000050751158,0.00078557234,0.00014844658,0.00014345684,0.00013037618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004802304,0.00022025271,0.00046836914,0.000022090671,0.0001672657,0.0000772303,0.00035143955,0.00004954743,0.000056632478],"category_scores_gemma":[0.000004318341,0.00015767751,0.00048580905,0.00013807343,0.000052743897,0.00021642845,0.00003640848,0.0003478075,6.199895e-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":[0.00011767104,0.00018555562,0.009093192,0.00030859804,0.00068111846,0.0000014653045,0.002034914,0.061155908,0.9253811,0.00010774942,0.00071428245,0.00021839704],"study_design_scores_gemma":[0.0014609138,0.00018783075,0.00009996222,0.00016017076,0.00042404773,0.000011464353,0.0016226707,0.26926842,0.7254977,0.0005796618,0.0003947952,0.0002923046],"about_ca_topic_score_codex":0.000036831447,"about_ca_topic_score_gemma":0.0000019808053,"teacher_disagreement_score":0.20811252,"about_ca_system_score_codex":0.000038931696,"about_ca_system_score_gemma":0.00024238725,"threshold_uncertainty_score":0.64299023},"labels":[],"label_agreement":null},{"id":"W3098247580","doi":"10.1116/6.0000646","title":"Comparative study on the molecular beam epitaxial growth and characterization of AlGaN nanowire structures on AlN buffer layer and on Si","year":2020,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology B Nanotechnology and Microelectronics Materials Processing Measurement and Phenomena","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":6,"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","keywords":"Nanowire; Materials science; Molecular beam epitaxy; Buffer (optical fiber); Optoelectronics; Coalescence (physics); Epitaxy; Layer (electronics); Context (archaeology); Semiconductor; Nanolithography; Nanotechnology; Fabrication","score_opus":0.02289210671662769,"score_gpt":0.24675144870929663,"score_spread":0.22385934199266894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3098247580","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":[0.9962776,0.0004753204,0.00010583758,0.0026422474,0.00008339846,0.00037076217,0.000012973433,0.000020321575,0.000011577163],"genre_scores_gemma":[0.9996287,0.00006151995,0.000045041194,0.00019711931,0.000042707394,0.000010455032,0.0000014331395,0.000012116676,8.852043e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99856174,0.00006897803,0.00043295795,0.00036792055,0.00026210916,0.00030629945],"domain_scores_gemma":[0.9989736,0.000022861477,0.0006015004,0.00013198386,0.0002093106,0.00006073817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068461697,0.00025706622,0.0005209488,0.00033588914,0.00036098965,0.000119889504,0.000285709,0.00012021646,0.000006953103],"category_scores_gemma":[0.000030308169,0.00017096302,0.00002061863,0.0003424032,0.0006626722,0.00014894693,0.00010383408,0.00030110384,2.720711e-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":[0.00016969032,0.000108619766,0.0005276469,0.000037217796,0.000065489214,0.0000014292461,0.00076024735,6.1019625e-7,0.9829263,0.013457994,0.0000015666525,0.0019431721],"study_design_scores_gemma":[0.0007781064,0.0025817894,0.000984272,0.00009258381,0.00007417153,0.0000080165755,0.0009449136,0.000004727425,0.9877994,0.006531139,0.000043549688,0.00015729769],"about_ca_topic_score_codex":0.0000032389428,"about_ca_topic_score_gemma":4.4876438e-7,"teacher_disagreement_score":0.006926855,"about_ca_system_score_codex":0.000025764943,"about_ca_system_score_gemma":0.00013780397,"threshold_uncertainty_score":0.697167},"labels":[],"label_agreement":null},{"id":"W3101371354","doi":"","title":"Effects of substrate temperature on indium gallium nitride nanocolumn crystal growth","year":2011,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Indium; Materials science; Gallium; Microstructure; Amorphous solid; Substrate (aquarium); Chemical engineering; Gallium nitride; Indium gallium nitride; Evaporation; Crystal (programming language); Nanotechnology; Optoelectronics; Metallurgy; Layer (electronics); Crystallography; Chemistry","score_opus":0.0405485120847466,"score_gpt":0.254640679273346,"score_spread":0.21409216718859939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3101371354","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":[0.9982235,0.00001656006,0.000015432768,0.000016882637,0.0003134685,0.0005424031,0.00009069612,0.00006755115,0.000713538],"genre_scores_gemma":[0.998075,0.0000057483903,0.000032375618,0.00009976434,0.00012821301,0.00000350003,0.000048620073,0.00004734769,0.0015594162],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983363,0.00017898895,0.0002896752,0.00049413065,0.000264848,0.00043602235],"domain_scores_gemma":[0.99880534,0.000066162924,0.00029896141,0.00038990256,0.00019416862,0.00024545914],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001480647,0.0003746449,0.00047446368,0.0003157427,0.00014098264,0.00011613115,0.0005015804,0.00018360032,0.0001295431],"category_scores_gemma":[0.000006542356,0.00038842935,0.00022724627,0.0003173609,0.00009779591,0.000713843,0.00012883623,0.00042346492,0.000067030924],"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":[0.00024029255,0.00029690802,0.73850006,0.00019885256,0.00012986906,0.000099105884,0.0003195217,8.392142e-7,0.2597546,0.00043876463,0.0000013691537,0.0000198034],"study_design_scores_gemma":[0.0010557313,0.00022189465,0.49597427,0.00017757459,0.00010388547,0.0000030735505,0.00011653229,1.0359502e-8,0.5018114,0.00019044256,0.00008677033,0.00025841108],"about_ca_topic_score_codex":0.000044244207,"about_ca_topic_score_gemma":0.0000639281,"teacher_disagreement_score":0.2425258,"about_ca_system_score_codex":0.000051396306,"about_ca_system_score_gemma":0.000113204595,"threshold_uncertainty_score":0.99985677},"labels":[],"label_agreement":null},{"id":"W3102599675","doi":"10.1063/5.0013183","title":"Electron transport within bulk cubic boron nitride: A Monte Carlo simulation analysis","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":11,"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, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Boron nitride; Monte Carlo method; Electric field; Condensed matter physics; Electron; Steady state (chemistry); Materials science; Drift velocity; Semiconductor; Nitride; Physics; Chemistry; Nanotechnology; Quantum mechanics; Physical chemistry; Optoelectronics","score_opus":0.015345343322808631,"score_gpt":0.2484575173005578,"score_spread":0.23311217397774917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3102599675","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":[0.99408084,0.000029572866,0.005080136,0.00004658488,0.00009211094,0.00013998697,0.000039267677,0.000014707386,0.0004767987],"genre_scores_gemma":[0.9982553,0.000002744687,0.00030190087,0.00016816115,0.0012019501,0.0000037119428,0.000026882004,0.000026892325,0.000012469529],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99866074,0.000020794747,0.000610242,0.0001856746,0.00030589465,0.0002166216],"domain_scores_gemma":[0.99876434,0.000039502243,0.00074648694,0.00014415762,0.00014330639,0.00016222238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015524459,0.00020779586,0.0005729411,0.000060187034,0.00006277045,0.00004724116,0.0001875447,0.00004335317,0.00011096835],"category_scores_gemma":[0.0000014838048,0.00018330553,0.0003614891,0.00048346113,0.000019392188,0.00017789744,0.000010816601,0.00025921364,0.000009151257],"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":[0.00021346663,0.00008034163,0.0018932881,0.00002154224,0.00085760665,0.0000023893137,0.0012112292,0.8694326,0.12503807,0.00079409836,0.000058663478,0.00039664021],"study_design_scores_gemma":[0.0046803,0.00064925506,0.0028549782,0.000060352322,0.007878803,0.0000012205461,0.0014409318,0.22580388,0.74300456,0.008063383,0.0042931284,0.0012692127],"about_ca_topic_score_codex":0.00006168885,"about_ca_topic_score_gemma":0.000002592832,"teacher_disagreement_score":0.6436288,"about_ca_system_score_codex":0.000029169269,"about_ca_system_score_gemma":0.00010381157,"threshold_uncertainty_score":0.7474982},"labels":[],"label_agreement":null},{"id":"W3105693365","doi":"10.1088/1361-6641/abcbd3","title":"Selective GaN sublimation and local area regrowth for co-integration of enhancement mode and depletion mode Al(Ga)N/GaN high electron mobility transistors","year":2020,"lang":"en","type":"article","venue":"Semiconductor Science and Technology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Agence Nationale de la Recherche","keywords":"Materials science; Sublimation (psychology); Optoelectronics; Transistor; Barrier layer; Reactive-ion etching; Heterojunction; Layer (electronics); Etching (microfabrication); Nanotechnology; Electrical engineering","score_opus":0.014539720563234474,"score_gpt":0.26848454657451815,"score_spread":0.25394482601128365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3105693365","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":[0.9864121,0.00007313989,0.011768606,0.0010125904,0.000051332037,0.0005194942,0.000083944906,0.00004087921,0.00003789316],"genre_scores_gemma":[0.99924326,0.000025473855,0.00049079955,0.00008688019,0.000021940306,0.00006305948,0.00005596321,0.0000094739335,0.0000031543768],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99877536,0.000021349391,0.0002680411,0.000517694,0.00014811159,0.00026945822],"domain_scores_gemma":[0.9993285,0.00003028882,0.0001626341,0.00013877492,0.00025332847,0.00008646228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023857671,0.00016746594,0.00028484824,0.00016730966,0.00017064856,0.00004360868,0.00012631674,0.00008577717,0.000010828155],"category_scores_gemma":[0.000033200493,0.0001498582,0.000021989124,0.00038840558,0.0006301482,0.00037177603,0.000020379075,0.0001150692,2.8940755e-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":[0.000040283507,0.000035539193,0.0014943056,0.000042334806,0.000012981768,5.1404147e-8,0.00044818045,0.000004709033,0.98272365,0.013026777,0.000034597768,0.0021366014],"study_design_scores_gemma":[0.0004741609,0.00042674458,0.0002289432,0.000018928828,0.000028529195,0.0000012414513,0.0010187388,0.00550159,0.98418504,0.007883874,0.00008459877,0.00014760159],"about_ca_topic_score_codex":0.00028270698,"about_ca_topic_score_gemma":0.000028567256,"teacher_disagreement_score":0.012831135,"about_ca_system_score_codex":0.000054382166,"about_ca_system_score_gemma":0.00013401608,"threshold_uncertainty_score":0.61110395},"labels":[],"label_agreement":null},{"id":"W3108257971","doi":"10.1002/adfm.202008452","title":"Sec‐Eliminating the SARS‐CoV‐2 by AlGaN Based High Power Deep Ultraviolet Light Source","year":2020,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Education and Child Care","funders":"National Natural Science Foundation of China","keywords":"Materials science; Ultraviolet; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Optoelectronics; Power (physics); Ultraviolet a; Light source; Ultraviolet light; 2019-20 coronavirus outbreak; Virology; Optics; Biology; Physics","score_opus":0.00989299715267852,"score_gpt":0.21694373007885862,"score_spread":0.2070507329261801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108257971","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":[0.9856526,0.00005218663,0.00860883,0.0027587698,0.0013465644,0.00037124584,0.0005574952,0.00010980233,0.0005424895],"genre_scores_gemma":[0.9939161,0.0000012694657,0.00044881259,0.0038912168,0.00076126,0.0001008193,0.00069529336,0.00005904025,0.00012617347],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99831104,0.00013023386,0.00046355595,0.00045068853,0.00026553497,0.00037893472],"domain_scores_gemma":[0.9990873,0.00014646165,0.00029213267,0.0002662142,0.000106417385,0.000101491314],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018173589,0.00031999452,0.00036168462,0.000024811705,0.00026773772,0.00017928028,0.00024966837,0.000064866144,0.004234559],"category_scores_gemma":[0.0000285318,0.00024029703,0.00010144668,0.00012359588,0.000050970164,0.00021879625,0.00005573162,0.000117271935,0.00024028048],"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":[0.00012323933,0.000046308327,0.000107966625,0.00002409838,0.000041229443,0.0000010248486,0.00011938584,0.00036537682,0.9932341,0.0015869982,0.0036758925,0.0006743855],"study_design_scores_gemma":[0.0008187853,0.0000959868,0.00035712414,0.000026543137,0.000042791722,0.0000010686296,0.00031876648,0.00003399635,0.9594883,0.0006109654,0.037903797,0.00030187157],"about_ca_topic_score_codex":0.00009779242,"about_ca_topic_score_gemma":9.931478e-7,"teacher_disagreement_score":0.034227908,"about_ca_system_score_codex":0.000022024637,"about_ca_system_score_gemma":0.000041528372,"threshold_uncertainty_score":0.9966757},"labels":[],"label_agreement":null},{"id":"W3109000305","doi":"10.1021/acs.chemmater.1c00244","title":"Hexacoordinated Gallium(III) Triazenide Precursor for Epitaxial Gallium Nitride by Atomic Layer Deposition","year":2021,"lang":"en","type":"article","venue":"Chemistry of Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Sveriges Regering; Knut och Alice Wallenbergs Stiftelse; Vetenskapsrådet; Stiftelsen för Strategisk Forskning","keywords":"Materials science; Epitaxy; Gallium; Atomic layer deposition; Gallium nitride; Chemical vapor deposition; Sublimation (psychology); Stoichiometry; Thin film; Metalorganic vapour phase epitaxy; Layer (electronics); Nitride; Analytical Chemistry (journal); Optoelectronics; Nanotechnology; Chemistry; Metallurgy; Physical chemistry","score_opus":0.012096192754660413,"score_gpt":0.24545702074113715,"score_spread":0.23336082798647673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109000305","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":[0.9951317,0.000127674,0.00045296966,0.00010036787,0.0005905957,0.0003824133,0.0023184426,0.00004602825,0.00084986485],"genre_scores_gemma":[0.9940633,0.0000091901475,0.00050398405,0.000045392255,0.0007275024,0.00014440287,0.0026449494,0.00005077273,0.0018104658],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982544,0.00006475923,0.0007078641,0.00043780022,0.00015372582,0.00038142686],"domain_scores_gemma":[0.998756,0.00009267762,0.00044928634,0.0003441751,0.00024338259,0.00011447823],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026780428,0.00029770448,0.000654005,0.000017747887,0.00008410743,0.00012399176,0.00021928511,0.00014827661,0.0037836777],"category_scores_gemma":[0.000029969317,0.0003075194,0.00018769108,0.00007581361,0.000051456627,0.00012487982,0.000060344388,0.00006200437,0.000019563604],"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":[0.00025567686,0.00014735767,0.00007929156,0.00041950386,0.00013412714,0.0000018497641,0.000039944818,0.0000035621613,0.99146605,0.00007464442,0.007242757,0.00013525989],"study_design_scores_gemma":[0.0021359907,0.000024446677,0.000024161645,0.00010653482,0.00013082176,0.000003606475,0.00011351964,0.000004919413,0.99166465,0.0008486954,0.0046303496,0.00031230086],"about_ca_topic_score_codex":0.000191794,"about_ca_topic_score_gemma":7.4080606e-7,"teacher_disagreement_score":0.003764114,"about_ca_system_score_codex":0.000036731937,"about_ca_system_score_gemma":0.00013440641,"threshold_uncertainty_score":0.9999377},"labels":[],"label_agreement":null},{"id":"W3111465871","doi":"10.1088/1361-6641/abd489","title":"New barrier layer design for the fabrication of gallium nitride-metal-insulator-semiconductor-high electron mobility transistor normally-off transistor","year":2020,"lang":"en","type":"article","venue":"Semiconductor Science and Technology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Agence Nationale de la Recherche","keywords":"Materials science; Optoelectronics; Transistor; Barrier layer; Fabrication; Semiconductor; Layer (electronics); Analytical Chemistry (journal); Nanotechnology; Chemistry; Voltage; Electrical engineering","score_opus":0.021778510961860995,"score_gpt":0.2466978673388855,"score_spread":0.22491935637702448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111465871","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":[0.98974144,0.0009910526,0.0054607904,0.0018694969,0.00044601882,0.0011961714,0.00014176161,0.000111061614,0.00004221609],"genre_scores_gemma":[0.99727476,0.000033574855,0.0019547034,0.00024796385,0.00027147253,0.00011187692,0.000016724462,0.000033316053,0.00005562433],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9975181,0.000052091138,0.00060514204,0.00083114963,0.0003544444,0.00063904],"domain_scores_gemma":[0.99807763,0.0001823234,0.00031746828,0.0005918003,0.0005843112,0.0002464707],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00070262357,0.00035439825,0.000562003,0.00022581502,0.00036105176,0.00007529018,0.00095320074,0.00017652927,0.00025081408],"category_scores_gemma":[0.00015523084,0.00027368445,0.00013314013,0.0011676111,0.0007220095,0.0005072826,0.000071301154,0.00028408776,0.0000072453377],"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":[0.00006727331,0.00004520929,0.00081743376,0.00003866683,0.000062911946,2.1852775e-7,0.00037166834,0.00001710931,0.98925906,0.0065992703,0.00045414723,0.0022670492],"study_design_scores_gemma":[0.00088005565,0.0002910853,0.00028212357,0.000012893321,0.00015294533,0.0000023676666,0.00060302886,0.0003099042,0.9869688,0.0032611843,0.006911438,0.0003241559],"about_ca_topic_score_codex":0.00029561276,"about_ca_topic_score_gemma":0.000008873878,"teacher_disagreement_score":0.0075333132,"about_ca_system_score_codex":0.00007141301,"about_ca_system_score_gemma":0.0009382646,"threshold_uncertainty_score":0.9999715},"labels":[],"label_agreement":null},{"id":"W3117451634","doi":"10.1063/5.0030221","title":"Engineering visible light emitting point defects in Zr-implanted polycrystalline AlN films","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalsa Corporation; Institut interdisciplinaire d'innovation technologique; Regroupement Québécois sur les Matériaux de Pointe; Université de Montréal; Université de Sherbrooke","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; Canada Foundation for Innovation","keywords":"Photoluminescence; Materials science; Crystallite; Annealing (glass); Crystallographic defect; Spectroscopy; Raman spectroscopy; Argon; Analytical Chemistry (journal); Thin film; Ion implantation; Scanning electron microscope; Absorption spectroscopy; Optoelectronics; Crystallography; Ion; Chemistry; Nanotechnology; Optics; Metallurgy; Composite material","score_opus":0.010172991505624012,"score_gpt":0.21358358662670532,"score_spread":0.2034105951210813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117451634","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":[0.99575794,0.000029566438,0.0019816202,0.00008338657,0.00017764802,0.00012420828,0.000022523109,0.000017143471,0.0018059706],"genre_scores_gemma":[0.9976129,0.0000035277278,0.0010436749,0.00019433348,0.0010879552,0.0000033468045,0.000015696512,0.000032395772,0.0000061762607],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988707,0.000012498556,0.00052363344,0.00015284248,0.0001770192,0.00026336507],"domain_scores_gemma":[0.99923104,0.000056810008,0.00040364504,0.00010617727,0.000051552866,0.00015074907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014870608,0.00019417702,0.00042919227,0.000048685208,0.000031209067,0.00006206394,0.00018418203,0.000038509574,0.00013840673],"category_scores_gemma":[0.00000510446,0.00017518243,0.00013517537,0.00022373791,0.000007498703,0.00015061816,0.000045484703,0.00029546037,0.000016975799],"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":[0.00007537229,0.00007428677,0.0005754249,0.000066761255,0.00007325623,0.000011814264,0.0007520621,0.022062166,0.9731473,0.0020775113,0.00063270057,0.0004513804],"study_design_scores_gemma":[0.0022028987,0.00013361947,0.00023886038,0.00021339174,0.00008617334,0.000005918242,0.0009783551,0.00932529,0.9799143,0.001738934,0.0047099097,0.0004523461],"about_ca_topic_score_codex":0.000012128774,"about_ca_topic_score_gemma":3.114983e-7,"teacher_disagreement_score":0.0127368765,"about_ca_system_score_codex":0.000018009097,"about_ca_system_score_gemma":0.00005723092,"threshold_uncertainty_score":0.71437323},"labels":[],"label_agreement":null},{"id":"W3117708333","doi":"10.23919/icems50442.2020.9291186","title":"An Improved Method to Estimate Turn-on Switching Loss of 650V GaN HEMTs in Hard-switching Topology","year":2020,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Concordia University","funders":"","keywords":"Gallium nitride; Materials science; Transistor; Topology (electrical circuits); Switching time; Wide-bandgap semiconductor; Power (physics); Optoelectronics; Power semiconductor device; Electronic engineering; Electrical engineering; Voltage; Engineering; Physics; Nanotechnology","score_opus":0.02250805383916676,"score_gpt":0.3326291990227545,"score_spread":0.31012114518358774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117708333","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":[0.9523168,0.0000040394284,0.045331765,0.0008706344,0.00016314867,0.00025671616,0.000026486088,0.000041712876,0.0009886867],"genre_scores_gemma":[0.9771345,1.3899161e-7,0.021650746,0.00092155254,0.00020948706,0.000014850362,0.000017188751,0.000028173665,0.000023310915],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99864566,0.00011642092,0.0004167568,0.0004019757,0.00009319194,0.00032598796],"domain_scores_gemma":[0.99929804,0.000075692835,0.00014262974,0.0002512952,0.00003581453,0.00019653747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030711608,0.00020855022,0.00043871693,0.000072101946,0.000044582164,0.0000544001,0.00024917754,0.000052468087,0.00045722196],"category_scores_gemma":[0.000013026916,0.00017963922,0.00007500354,0.00013845506,0.00000853618,0.00014960622,0.000052275213,0.00016012593,0.000021860458],"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":[0.00007388065,0.00007146772,0.012361936,0.000037719583,0.000024709228,0.0000029434552,0.0013597807,0.0008280572,0.97311425,0.0057363077,0.000026036023,0.0063628894],"study_design_scores_gemma":[0.00094950234,0.0004277693,0.003980996,0.00005276847,0.00002678985,0.0000010112626,0.000876122,0.009968329,0.98023593,0.0025592798,0.00055679254,0.0003646839],"about_ca_topic_score_codex":0.0023066257,"about_ca_topic_score_gemma":0.000045326487,"teacher_disagreement_score":0.02481774,"about_ca_system_score_codex":0.000014499018,"about_ca_system_score_gemma":0.00004132912,"threshold_uncertainty_score":0.7325475},"labels":[],"label_agreement":null},{"id":"W3118128124","doi":"10.1063/5.0029517","title":"Mapping the growth of <i>p</i>-type GaN layer under Ga-rich and N-rich conditions at low to high temperatures by plasma-assisted molecular beam epitaxy","year":2020,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"National Research Council Canada; Institut National de la Recherche Scientifique","funders":"","keywords":"Molecular beam epitaxy; Doping; Materials science; Analytical Chemistry (journal); Surface roughness; Optoelectronics; Layer (electronics); Plasma; Acceptor; Nitride; Wide-bandgap semiconductor; Epitaxy; Chemistry; Nanotechnology; Condensed matter physics; Composite material","score_opus":0.013493294607244329,"score_gpt":0.21291156233034136,"score_spread":0.19941826772309704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118128124","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":[0.9939672,0.000015954416,0.00075948134,0.004245694,0.00008245222,0.00042345136,0.00028546032,0.00003138376,0.00018893278],"genre_scores_gemma":[0.98226684,0.0000012171542,0.00011216807,0.016920574,0.00023741784,0.000051228326,0.00035718357,0.00004360267,0.000009789345],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99883485,0.000037515314,0.00026036077,0.00038222066,0.00019419278,0.00029085847],"domain_scores_gemma":[0.999329,0.00008580164,0.00015425806,0.00022551251,0.000056904977,0.00014856692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000047591977,0.0002680216,0.00033311654,0.000020645868,0.00016312604,0.00007905484,0.00022613633,0.000039942675,0.00008814855],"category_scores_gemma":[0.000002325031,0.00022230025,0.00006462869,0.00033731636,0.00008272355,0.00006106557,0.00009727814,0.00015724765,0.000032538082],"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":[0.000024299687,0.000038971208,0.00045251803,0.000051466428,0.00016813348,9.314925e-7,0.0008129014,0.00093466544,0.97298974,0.0058201235,0.018685164,0.000021066835],"study_design_scores_gemma":[0.0005931934,0.00003365,0.0006450879,0.00001723976,0.0000760598,2.8738415e-7,0.00045920245,0.000015574798,0.99702364,0.00031038412,0.00051531126,0.00031037614],"about_ca_topic_score_codex":0.00006931579,"about_ca_topic_score_gemma":3.5529553e-7,"teacher_disagreement_score":0.024033874,"about_ca_system_score_codex":0.000016139811,"about_ca_system_score_gemma":0.00002166394,"threshold_uncertainty_score":0.90651417},"labels":[],"label_agreement":null},{"id":"W3118370948","doi":"10.1063/5.0033703","title":"Efficiency degradation induced by surface defects-assisted tunneling recombination in GaN/InGaN micro-light-emitting diodes","year":2021,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":27,"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 Waterloo","funders":"Waterloo Institute for Nanotechnology, University of Waterloo; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; Ontario Centres of Excellence","keywords":"Light-emitting diode; Optoelectronics; Quantum tunnelling; Materials science; Diode; Quantum efficiency; Recombination; Wide-bandgap semiconductor; Chemistry","score_opus":0.015036274246454547,"score_gpt":0.23014123321296506,"score_spread":0.21510495896651052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118370948","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":[0.9959988,0.00002267134,0.0024313945,0.0002774548,0.00026945287,0.00025167913,0.000023021952,0.000046983027,0.0006785416],"genre_scores_gemma":[0.99800265,0.0000012972313,0.00067975046,0.00043822973,0.00016395561,0.000028148188,0.0006238946,0.000043793905,0.000018311473],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99844617,0.00008663161,0.0003967738,0.0004859803,0.00019168024,0.0003927691],"domain_scores_gemma":[0.9992463,0.00010775413,0.0002523819,0.00027443276,0.000058799036,0.00006031569],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023191085,0.00026335596,0.00031447402,0.000038783528,0.00016696114,0.00016183864,0.00016508611,0.000060185834,0.000035304216],"category_scores_gemma":[0.0000054414604,0.00029398524,0.00009044967,0.00041160375,0.000018743194,0.00017082722,0.000043879212,0.00023297289,0.000025506568],"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":[0.0000061111928,0.00015355334,0.002607975,0.000031983607,0.00002786966,0.0000011471108,0.0004303082,0.00055638404,0.9925749,0.0011800517,0.00019428483,0.0022354445],"study_design_scores_gemma":[0.0007560907,0.000007559818,0.0007027191,0.00005674871,0.00003047549,2.9436814e-7,0.00056012557,0.00012979716,0.9969195,0.0003720611,0.00013070367,0.00033390423],"about_ca_topic_score_codex":0.00020629648,"about_ca_topic_score_gemma":0.0000053061895,"teacher_disagreement_score":0.0043446333,"about_ca_system_score_codex":0.00008351617,"about_ca_system_score_gemma":0.00005352777,"threshold_uncertainty_score":0.99995124},"labels":[],"label_agreement":null},{"id":"W3119283856","doi":"10.1063/5.0029761","title":"Dilute-antimonide GaSbN/GaN dots-in-wire heterostructures grown by molecular beam epitaxy: Structural and optical properties","year":2021,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; McGill University; Polytechnique Montréal","funders":"Division of Chemical, Bioengineering, Environmental, and Transport Systems; Natural Sciences and Engineering Research Council of Canada; McGill University; National Science Foundation","keywords":"Molecular beam epitaxy; Photoluminescence; Materials science; Electroluminescence; Heterojunction; Optoelectronics; Antimonide; Laser linewidth; Quantum well; Quantum-confined Stark effect; Exciton; Condensed matter physics; Epitaxy; Quantum dot; Optics; Nanotechnology; Laser","score_opus":0.0070666587646670675,"score_gpt":0.20207873280077485,"score_spread":0.1950120740361078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119283856","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":[0.998259,0.00010408766,0.00031289784,0.00045298674,0.0001727393,0.0002559255,0.000090880974,0.000034769084,0.00031672837],"genre_scores_gemma":[0.99762934,0.0000023576195,0.00045652137,0.0013723676,0.00025720597,0.000047688092,0.00016959014,0.000052183877,0.00001274685],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983981,0.000035798657,0.00030855363,0.0005526454,0.00021437644,0.00049051346],"domain_scores_gemma":[0.99937576,0.000031190695,0.00010452214,0.00033854778,0.000030108235,0.00011989882],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000051067316,0.00035937454,0.00042807715,0.000026290869,0.000115579765,0.00022192285,0.00016823674,0.000057817495,0.00006386105],"category_scores_gemma":[0.0000020031023,0.00032413425,0.00009854175,0.00012283585,0.0001609779,0.00015155673,0.00010546351,0.00023295838,0.000008345469],"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":[0.0000152175235,0.000027484248,0.0027889342,0.000047055964,0.00007991434,0.000011778203,0.00018798058,0.00029652147,0.9872042,0.0076565375,0.00034431144,0.001340047],"study_design_scores_gemma":[0.0006598385,0.000012524495,0.0016666885,0.000028360588,0.00004589169,0.0000024195672,0.0001989728,0.000026580197,0.9939449,0.0027158007,0.00027794123,0.00042009796],"about_ca_topic_score_codex":0.00021335506,"about_ca_topic_score_gemma":0.0000032046014,"teacher_disagreement_score":0.0067406665,"about_ca_system_score_codex":0.000024718753,"about_ca_system_score_gemma":0.000033563047,"threshold_uncertainty_score":0.9999211},"labels":[],"label_agreement":null},{"id":"W3119682165","doi":"10.1039/d0cp05826b","title":"Cooperative roles of chemical reactions and mechanical friction in chemical mechanical polishing of gallium nitride assisted by OH radicals: tight-binding quantum chemical molecular dynamics simulations","year":2021,"lang":"en","type":"article","venue":"Physical Chemistry Chemical Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":29,"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":"Core Research for Evolutional Science and Technology; Japan Society for the Promotion of Science; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Chemical-mechanical planarization; Radical; Chemical reaction; Quantum chemical; Gallium nitride; Gallium; Chemical process; Chemical Dynamics; Molecular dynamics; Chemistry; Nitride; Chemical modification; Polishing; Chemical decomposition; Mechanochemistry; Materials science; Chemical physics; Chemical engineering; Nanotechnology; Molecule; Computational chemistry; Physical chemistry; Decomposition; Composite material; Organic chemistry","score_opus":0.012109384324728582,"score_gpt":0.2566555528685339,"score_spread":0.24454616854380534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119682165","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":[0.9966137,0.00005077075,0.0015247948,0.00019320827,0.000057806257,0.00023275914,0.000922092,0.00006141646,0.00034347802],"genre_scores_gemma":[0.99658614,0.000005067014,0.00066057115,0.00003017375,0.0004678327,0.000042374606,0.002108286,0.00008355062,0.00001601227],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99633896,0.000113774375,0.0012134954,0.0010186192,0.00063673564,0.00067840697],"domain_scores_gemma":[0.99745136,0.00067181763,0.0005284095,0.00056771195,0.00036987598,0.00041081206],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016147584,0.0006234742,0.0013320198,0.000037147838,0.00006572602,0.000082438535,0.00041631548,0.00039933776,0.00012020732],"category_scores_gemma":[0.00025710286,0.0006670785,0.00043331643,0.00064964755,0.00035447357,0.00029564794,0.0003605137,0.0010112919,0.0000033801282],"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":[0.00009054084,0.0018235894,0.000070456634,0.00024698547,0.00018685713,0.000005206063,0.00012756875,0.000075608055,0.9861041,0.010863941,0.000046879897,0.00035831772],"study_design_scores_gemma":[0.0013429299,0.000020458789,0.000002331865,0.00021869116,0.00020504779,0.0000069982784,0.0002702965,0.02566686,0.9601681,0.01148581,0.0000344927,0.0005779335],"about_ca_topic_score_codex":0.00010487826,"about_ca_topic_score_gemma":6.414004e-7,"teacher_disagreement_score":0.0259359,"about_ca_system_score_codex":0.0002824447,"about_ca_system_score_gemma":0.00025601132,"threshold_uncertainty_score":0.99957806},"labels":[],"label_agreement":null},{"id":"W3126335553","doi":"10.1109/tcsii.2021.3054739","title":"An Active Bandpass Filter for LTE/WLAN Applications Using Robust Active Inductors in Gallium Nitride","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits & Systems II Express Briefs","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"CMC Microsystems","keywords":"Inductor; Band-pass filter; Active filter; Materials science; Gallium nitride; Filter (signal processing); Optoelectronics; Electronic engineering; Inductance; Electrical engineering; Engineering; Nanotechnology","score_opus":0.03926381419205821,"score_gpt":0.27535973870357217,"score_spread":0.23609592451151395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126335553","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":[0.5932577,0.00003033656,0.40202639,0.000022619952,0.00095599575,0.0012453995,0.0021976724,0.00006096886,0.00020291925],"genre_scores_gemma":[0.9971259,0.0000036392858,0.00022545941,0.000049269205,0.00060262333,0.0014084444,0.00019972623,0.000083969084,0.00030096283],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976715,0.00018688253,0.00059711497,0.00076709,0.00025039227,0.00052704546],"domain_scores_gemma":[0.99840236,0.00017483956,0.00026671184,0.00064891996,0.00030288546,0.00020426183],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001660661,0.00038549528,0.0005757698,0.00021108333,0.00048133018,0.00020296141,0.0002855407,0.00017152517,0.00020843644],"category_scores_gemma":[0.0000023340447,0.00041712914,0.00020912233,0.00036150787,0.000053371128,0.00059530564,0.0000037703633,0.00031930124,0.00000957969],"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":[0.000062677245,0.0009020186,0.00012310076,0.00015463564,0.0002562601,0.0000043521595,0.0018637998,0.041367643,0.95195794,0.00051601516,0.00006059692,0.0027309787],"study_design_scores_gemma":[0.0021264274,0.00011523554,0.0002103799,0.00036550403,0.00021850204,0.000013339419,0.005295258,0.0022996867,0.9819369,0.00020060012,0.0063521964,0.0008660264],"about_ca_topic_score_codex":0.0015129842,"about_ca_topic_score_gemma":0.0000928699,"teacher_disagreement_score":0.4038682,"about_ca_system_score_codex":0.00017947107,"about_ca_system_score_gemma":0.00030913434,"threshold_uncertainty_score":0.99982804},"labels":[],"label_agreement":null},{"id":"W3129389536","doi":"10.1116/6.0000763","title":"Intrinsic excitation-dependent room-temperature internal quantum efficiency of AlGaN nanowires with varying Al contents","year":2021,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology B Nanotechnology and Microelectronics Materials Processing Measurement and Phenomena","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":8,"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","keywords":"Materials science; Nanowire; Quantum efficiency; Optoelectronics; Excitation; Photoluminescence; Gallium nitride; Gallium; Wide-bandgap semiconductor; Ultraviolet; Atmospheric temperature range; Luminescence; Nanotechnology; Layer (electronics)","score_opus":0.01089416425833411,"score_gpt":0.23047210450690833,"score_spread":0.21957794024857422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129389536","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":[0.99251413,0.0050756913,0.0009478716,0.0009562351,0.00029103857,0.00015560581,0.000010147304,0.000030467188,0.000018825784],"genre_scores_gemma":[0.9990085,0.00022446994,0.00061759795,0.00006073293,0.0000501288,0.000008099316,0.000002562643,0.000017655013,0.0000102518825],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978757,0.000054369357,0.00071852235,0.00042406196,0.0004066713,0.00052068237],"domain_scores_gemma":[0.99760836,0.000018507862,0.0009223677,0.00020625305,0.0011700547,0.000074445445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011332621,0.00027693497,0.0006148384,0.00068160094,0.00037591258,0.00017451288,0.00044622534,0.00016191443,0.000024815025],"category_scores_gemma":[0.00005205172,0.00021308477,0.000038478072,0.00073314534,0.0007218562,0.0003769262,0.00015829164,0.00037211264,4.815415e-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":[0.0001293276,0.00014269476,0.0013430625,0.000083378145,0.00008625058,0.000010247652,0.00021525369,0.0000017717106,0.9883517,0.004371013,0.0000055445016,0.0052597467],"study_design_scores_gemma":[0.0013267817,0.0006448839,0.00014962273,0.00040211625,0.000085607724,0.00022210504,0.00076283846,0.000007350358,0.9873414,0.0087117,0.00012880153,0.00021681361],"about_ca_topic_score_codex":0.000012552737,"about_ca_topic_score_gemma":0.000004290531,"teacher_disagreement_score":0.006494384,"about_ca_system_score_codex":0.000087891895,"about_ca_system_score_gemma":0.000802223,"threshold_uncertainty_score":0.86893445},"labels":[],"label_agreement":null},{"id":"W3129838973","doi":"10.1002/1521-396x(200111)188:1<271::aid-pssa271>3.3.co;2-k","title":"Growth and Characterisation of High Electron Mobility Transistors on 4H-SiC by Ammonia Molecular Beam Epitaxy","year":2001,"lang":"en","type":"article","venue":"physica status solidi (a)","topic":"GaN-based semiconductor devices and materials","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":"Nortel (Canada); National Research Council Canada","funders":"","keywords":"Transconductance; Molecular beam epitaxy; Materials science; Optoelectronics; High-electron-mobility transistor; Substrate (aquarium); Electron mobility; Layer (electronics); Epitaxy; Transistor; Nanotechnology; Electrical engineering; Voltage","score_opus":0.006414286826346922,"score_gpt":0.22616392916751762,"score_spread":0.2197496423411707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129838973","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":[0.99855906,0.000051895855,0.00012704765,0.000110389745,0.00009484271,0.00028714706,0.00030112354,0.000029151344,0.00043937372],"genre_scores_gemma":[0.9993619,0.000032435542,0.00003985598,0.000056701352,0.00011127496,0.000043006185,0.00030264448,0.000031138,0.00002106846],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99871814,0.00006518979,0.00027529715,0.00036175537,0.00017898569,0.00040064205],"domain_scores_gemma":[0.9993294,0.000043608565,0.00019902206,0.0002561873,0.00005517011,0.000116615505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007011995,0.00023748321,0.0003828982,0.00004184727,0.000072739604,0.000033556647,0.00009668914,0.000040441995,0.000058495705],"category_scores_gemma":[0.000003333957,0.00023256891,0.00010025446,0.00011816519,0.00007099119,0.00015770999,0.000016090955,0.00011417186,0.000007884108],"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":[0.00008847989,0.00041446552,0.0025219778,0.000045289707,0.000067716996,5.8965696e-7,0.0002720472,0.0000087785775,0.9897013,0.0059481165,0.00010039033,0.00083086686],"study_design_scores_gemma":[0.0006663358,0.0002852233,0.013969124,0.000021976659,0.000067963956,2.2744366e-7,0.00006782435,0.000012590122,0.97946453,0.0041342517,0.0010537971,0.00025617168],"about_ca_topic_score_codex":0.0016661464,"about_ca_topic_score_gemma":0.0000034865589,"teacher_disagreement_score":0.011447147,"about_ca_system_score_codex":0.00003127783,"about_ca_system_score_gemma":0.000038001457,"threshold_uncertainty_score":0.94838846},"labels":[],"label_agreement":null},{"id":"W3131974641","doi":"","title":"Evidence of new point defects optical features in Zr-implanted polycrystalline AlN films","year":2021,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"GaN-based semiconductor devices and materials","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Crystallite; Materials science; Optoelectronics; Crystallographic defect; Point (geometry); Crystallography; Metallurgy; Chemistry","score_opus":0.021011968252180917,"score_gpt":0.25464588961348694,"score_spread":0.23363392136130604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131974641","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":[0.9817219,0.0023205134,0.0086651705,0.0016087728,0.00026803376,0.00040542916,0.00011302395,0.000051571376,0.0048455987],"genre_scores_gemma":[0.9844608,0.00018876881,0.012710438,0.00004602728,0.000043118955,0.000026966329,0.00077182974,0.000033874752,0.001718214],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99645734,0.0016280812,0.0006391316,0.00063683937,0.00030088742,0.00033773165],"domain_scores_gemma":[0.99624425,0.0009635034,0.000496084,0.0013537157,0.0007555065,0.00018693181],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018232155,0.00032696125,0.0005911133,0.00013976921,0.000071058996,0.00028162828,0.0007793686,0.00019456999,0.0008974669],"category_scores_gemma":[0.00038209723,0.00033390598,0.00024634707,0.00025347894,0.00010122635,0.00014234704,0.00087653514,0.0005184761,0.000007701904],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000102374186,0.0012692874,0.014975581,0.0009378114,0.0002823685,0.00002467999,0.012368838,0.0004134453,0.9071333,0.041695833,0.0027346679,0.018061815],"study_design_scores_gemma":[0.0008068697,0.000001222841,0.009853298,0.011248708,0.000093682385,0.0000069516836,0.000667726,0.0009031949,0.9727244,0.0026004452,0.0005206589,0.00057285],"about_ca_topic_score_codex":0.009098132,"about_ca_topic_score_gemma":0.0020914131,"teacher_disagreement_score":0.0655911,"about_ca_system_score_codex":0.000041080268,"about_ca_system_score_gemma":0.0005305507,"threshold_uncertainty_score":0.9999113},"labels":[],"label_agreement":null},{"id":"W3135122374","doi":"10.1088/1361-6641/abecab","title":"Normally-off AlGaN/GaN high electron mobility transistors on Si substrate with selective barrier regrowth in ohmic regions","year":2021,"lang":"en","type":"article","venue":"Semiconductor Science and Technology","topic":"GaN-based semiconductor devices and materials","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":"National Research Council Canada","funders":"","keywords":"Ohmic contact; High-electron-mobility transistor; Optoelectronics; Materials science; Transistor; Fabrication; Barrier layer; Substrate (aquarium); Threshold voltage; Layer (electronics); Voltage; Nanotechnology; Electrical engineering","score_opus":0.007130852003325724,"score_gpt":0.22333505351829946,"score_spread":0.21620420151497374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135122374","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":[0.9976018,0.00012743722,0.000007534631,0.00066249404,0.00015227526,0.00030221022,0.000035089764,0.00008505951,0.0010261041],"genre_scores_gemma":[0.99949384,0.00002158356,0.000112742455,0.00012061589,0.000047911315,0.00005976379,0.000018897032,0.000020562726,0.00010406614],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99779284,0.00005374204,0.00029878705,0.00090063154,0.00025405936,0.000699941],"domain_scores_gemma":[0.9988632,0.00004479278,0.00012803698,0.0005032496,0.00032709292,0.00013357856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034109704,0.0002861418,0.00039195654,0.00041734465,0.00027024446,0.00008333934,0.00036659738,0.00014029692,0.00009114034],"category_scores_gemma":[0.00003341224,0.00024160516,0.000038243197,0.0019115274,0.00090437324,0.00037572137,0.000045950386,0.0004397757,0.0000074211102],"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":[0.000030430348,0.00012458158,0.019480675,0.00001136345,0.000021909333,0.000014603614,0.00021618686,0.000005482692,0.9465686,0.0330159,0.00002409094,0.00048619526],"study_design_scores_gemma":[0.00069411483,0.00026072207,0.0053495793,0.000047475,0.000024157578,0.000021373731,0.0012789835,0.000014946841,0.98267525,0.00882286,0.00048743465,0.0003230869],"about_ca_topic_score_codex":0.000390724,"about_ca_topic_score_gemma":0.00039702558,"teacher_disagreement_score":0.036106683,"about_ca_system_score_codex":0.00013338916,"about_ca_system_score_gemma":0.0008980118,"threshold_uncertainty_score":0.98523724},"labels":[],"label_agreement":null},{"id":"W3135936792","doi":"10.3390/mi12030334","title":"Improved Performance of Electron Blocking Layer Free AlGaN Deep Ultraviolet Light-Emitting Diodes Using Graded Staircase Barriers","year":2021,"lang":"en","type":"article","venue":"Micromachines","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Division of Electrical, Communications and Cyber Systems; New Jersey Health Foundation; National Science Foundation","keywords":"Electron; Optoelectronics; Diode; Materials science; Light-emitting diode; Ultraviolet; Quantum well; Quantum efficiency; Leakage (economics); Polarization (electrochemistry); Voltage droop; Optics; Physics; Chemistry; Voltage; Laser","score_opus":0.009544323710346202,"score_gpt":0.2412511096635027,"score_spread":0.2317067859531565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135936792","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":[0.99890476,0.00037234763,0.00010005261,0.000040939878,0.00023007763,0.000104517945,0.00008690131,0.000030945088,0.00012943272],"genre_scores_gemma":[0.9982011,0.00000471258,0.0012460942,0.000049092065,0.0002855742,0.000006884866,0.00009260415,0.000042372187,0.00007160495],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99863905,0.00006952734,0.00041840586,0.00034240162,0.00011361149,0.00041702655],"domain_scores_gemma":[0.99908775,0.00003378243,0.00025865922,0.0003942101,0.000120475066,0.00010510811],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015956309,0.0002671936,0.00038884924,0.000074907046,0.00021274177,0.0000829569,0.00023311794,0.00005796753,0.0002463607],"category_scores_gemma":[0.00001717961,0.00024595624,0.00015080495,0.00020327893,0.000034369314,0.00016683813,0.000090250825,0.00015810695,0.0000015257152],"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":[0.000019058974,0.000040274776,0.028746119,0.000077280085,0.000075214884,0.000005586598,0.00037025395,0.00006259027,0.9698854,0.000048035756,0.00002027917,0.0006498838],"study_design_scores_gemma":[0.0006392393,0.00004277493,0.00096758734,0.00008370059,0.00008693135,0.00001379158,0.00039459942,0.001615116,0.9955839,0.000110077024,0.00018707283,0.00027524147],"about_ca_topic_score_codex":0.00068856735,"about_ca_topic_score_gemma":0.000029194405,"teacher_disagreement_score":0.02777853,"about_ca_system_score_codex":0.000027491811,"about_ca_system_score_gemma":0.00010245227,"threshold_uncertainty_score":0.9999993},"labels":[],"label_agreement":null},{"id":"W3137438848","doi":"10.1049/mia2.12093","title":"Modelling of GaN high electron mobility transistor on diamond substrate","year":2021,"lang":"en","type":"article","venue":"IET Microwaves Antennas & Propagation","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":9,"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 Calgary","funders":"University of Electronic Science and Technology of China; University of Sharjah","keywords":"Diamond; Optoelectronics; Transistor; Substrate (aquarium); Materials science; Electron; Induced high electron mobility transistor; High-electron-mobility transistor; Electron mobility; Electrical engineering; Physics; Engineering; Composite material; Biology; Quantum mechanics","score_opus":0.01886780043752738,"score_gpt":0.2300251007363458,"score_spread":0.2111573002988184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137438848","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":[0.99361897,0.00012587846,0.005167419,0.000098093464,0.000202362,0.0002573462,0.0001124287,0.000024846453,0.0003926324],"genre_scores_gemma":[0.9987877,0.000017799417,0.00044802562,0.000037037276,0.00015866727,0.000015954092,0.00031797102,0.000026871441,0.00018994823],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987044,0.00008886438,0.00041631772,0.00037312173,0.000144368,0.00027292868],"domain_scores_gemma":[0.9992031,0.000031570555,0.00021015327,0.00028832772,0.00020857276,0.00005829195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001699016,0.00019896975,0.00030533766,0.000044586366,0.00007926305,0.000053562904,0.00010105574,0.000057785783,0.0002054154],"category_scores_gemma":[0.00000299044,0.00018789251,0.00013807736,0.00014445014,0.00004964166,0.00014887472,0.000009471273,0.00012521778,0.000014169062],"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":[0.00006857699,0.0002899954,0.0004160504,0.00007807531,0.000045677494,0.0000018914164,0.00022881325,0.0015153595,0.99349856,0.003585251,0.000023349063,0.0002483678],"study_design_scores_gemma":[0.00040733253,0.00012543722,0.00051657326,0.00007787528,0.000047846923,9.755319e-7,0.0002061441,0.0013781999,0.99435383,0.002535703,0.00016002737,0.00019003355],"about_ca_topic_score_codex":0.00033611778,"about_ca_topic_score_gemma":0.000016126742,"teacher_disagreement_score":0.0051687327,"about_ca_system_score_codex":0.000030843894,"about_ca_system_score_gemma":0.00011039483,"threshold_uncertainty_score":0.76620346},"labels":[],"label_agreement":null},{"id":"W3138109347","doi":"10.1109/iedm13553.2020.9371918","title":"GaN Power ICs: Reviewing Strengths, Gaps, and Future Directions","year":2020,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":52,"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":"Silicon on insulator; Integrated circuit; Power (physics); Electronic engineering; Key (lock); Wide-bandgap semiconductor; Electrical engineering; Power semiconductor device; Semiconductor; Electronic circuit; Materials science; Engineering physics; Voltage; Computer science; Optoelectronics; Engineering; Silicon; Physics","score_opus":0.013058928807851245,"score_gpt":0.24666990687633403,"score_spread":0.23361097806848277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138109347","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":[0.9303271,0.005099903,0.00022735442,0.006875424,0.00089346425,0.00033661365,0.00014056772,0.00016362897,0.055935938],"genre_scores_gemma":[0.99735874,0.0002802277,0.00025768398,0.0007238035,0.0011146661,0.0000073440638,0.000029741079,0.000013411223,0.00021436371],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99946,0.00002415952,0.00014762138,0.0001841107,0.000052425366,0.00013170257],"domain_scores_gemma":[0.9997071,0.000019241244,0.00004594157,0.00008808016,0.000023998271,0.000115661],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000043710665,0.00011037828,0.00016639581,0.000012166223,0.000080463644,0.00007047504,0.000052099,0.000022382472,0.0046902364],"category_scores_gemma":[0.0000025177426,0.000088289045,0.000049752278,0.00007326988,0.000012374036,0.00009902125,0.00002241397,0.000071076116,0.0000481339],"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":[0.000056051853,0.00037885312,0.055426348,0.00081269175,0.0007696976,0.00001240033,0.009749461,0.000010365253,0.36312997,0.11651696,0.12422396,0.32891324],"study_design_scores_gemma":[0.00016892374,0.000025029593,0.00046452237,0.000020091646,0.000028787055,3.9835655e-7,0.001142854,0.000017514409,0.008195195,0.00013565946,0.9896556,0.00014539294],"about_ca_topic_score_codex":0.00007864746,"about_ca_topic_score_gemma":0.0000018123468,"teacher_disagreement_score":0.86543167,"about_ca_system_score_codex":0.0000032355983,"about_ca_system_score_gemma":0.00001408909,"threshold_uncertainty_score":0.99621964},"labels":[],"label_agreement":null},{"id":"W3139925602","doi":"10.1109/isdrs.2005.1596077","title":"Monitoring the Self-Heating in a High Frequency GaN HFET","year":2006,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"National Research Council Canada; Institute for Microstructural Sciences","funders":"","keywords":"Optoelectronics; Materials science; Substrate (aquarium); Current (fluid); Power (physics); Wide-bandgap semiconductor; Power semiconductor device; Electrical engineering; Voltage; Engineering; Physics","score_opus":0.009906844973441954,"score_gpt":0.23187516632610655,"score_spread":0.2219683213526646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139925602","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":[0.9809105,0.000028389495,0.000043326512,0.00010691239,0.00027628656,0.00011676979,0.000006155061,0.00004258423,0.01846911],"genre_scores_gemma":[0.9980575,7.191191e-7,0.00085607514,0.000020977279,0.0007967099,0.000023310866,0.000008283459,0.000011554296,0.00022486047],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993458,0.000031944583,0.00020006913,0.00013626592,0.00007495993,0.00021095699],"domain_scores_gemma":[0.9997092,0.000042352458,0.000054907287,0.00015492164,0.000018394936,0.000020259838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012138484,0.00009966819,0.00011344524,0.000024539273,0.000074683114,0.000072769675,0.00011738192,0.00002050989,0.00043573693],"category_scores_gemma":[9.883059e-7,0.000066745466,0.000034586003,0.000090941416,0.000009454275,0.00008937077,0.000016145108,0.000074725576,0.000031153526],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015249556,0.00007589478,0.8207072,0.000011982387,0.000014958195,0.0000015826234,0.00019388838,0.0001456383,0.14875938,0.029084139,0.00012559099,0.00087820814],"study_design_scores_gemma":[0.0013797828,0.000042957567,0.35372555,0.00013293527,0.00004615492,0.0000012431364,0.0023365295,0.00023155917,0.59102494,0.048917297,0.0015381491,0.000622914],"about_ca_topic_score_codex":0.023673538,"about_ca_topic_score_gemma":0.00006591339,"teacher_disagreement_score":0.46698165,"about_ca_system_score_codex":0.000017816097,"about_ca_system_score_gemma":0.000023971212,"threshold_uncertainty_score":0.9828279},"labels":[],"label_agreement":null},{"id":"W3142089637","doi":"10.1039/d0ra05134a","title":"AlN PEALD with TMA and forming gas: study of plasma reaction mechanisms","year":2021,"lang":"en","type":"article","venue":"RSC Advances","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Plasma; Atomic layer deposition; Materials science; Deposition (geology); Absorption (acoustics); Dielectric; Thin film; Layer (electronics); Analytical Chemistry (journal); Chemistry; Nanotechnology; Environmental chemistry; Composite material; Optoelectronics","score_opus":0.011557548814703288,"score_gpt":0.2482053513866212,"score_spread":0.23664780257191792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3142089637","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":[0.998428,0.00009375228,0.00039760984,0.000016453774,0.000115006886,0.00012211551,0.000012790751,0.000010886877,0.00080341945],"genre_scores_gemma":[0.99875593,0.00001390444,0.0010205987,0.000008680288,0.00006355492,0.0000144356245,0.000012949332,0.000009251704,0.00010069831],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999486,0.000020174446,0.00013284653,0.00016582095,0.00008942348,0.00010571175],"domain_scores_gemma":[0.99966687,0.000029147357,0.000116427305,0.000108804044,0.00004883082,0.000029935703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004958969,0.00008734698,0.00016605029,0.000018813558,0.000056816403,0.000020906666,0.000035544275,0.000011538705,0.00006566758],"category_scores_gemma":[0.0000018158781,0.00006910925,0.000015970829,0.000057275287,0.000011744973,0.00023009507,0.00002022647,0.00003660858,0.0000014564272],"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":[0.00010216109,0.0004757046,0.012520695,0.00012731834,0.00014718824,0.000011408546,0.0020882643,0.00008424581,0.9349482,0.008503336,0.000018053675,0.040973425],"study_design_scores_gemma":[0.0017999788,0.0006485192,0.0010967574,0.00011892234,0.00010918588,0.000007804117,0.04259419,0.000058930214,0.9409066,0.0072963894,0.0050966176,0.00026611335],"about_ca_topic_score_codex":0.00012440815,"about_ca_topic_score_gemma":0.0001030126,"teacher_disagreement_score":0.04070731,"about_ca_system_score_codex":0.0000046622695,"about_ca_system_score_gemma":0.00001877448,"threshold_uncertainty_score":0.28181934},"labels":[],"label_agreement":null},{"id":"W3143383795","doi":"10.1063/5.0044726","title":"Formation of ultra-high-resistance Au/Ti/<i>p-</i>GaN junctions and the applications in AlGaN/GaN HEMTs","year":2021,"lang":"en","type":"article","venue":"AIP Advances","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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 British Columbia","funders":"Shenzhen Municipal Science and Technology Innovation Council; Guangdong Science and Technology Department","keywords":"Materials science; Optoelectronics; Schottky barrier; Annealing (glass); Wide-bandgap semiconductor; Transistor; Schottky diode; Threshold voltage; Raman spectroscopy; Diode; Voltage; Electrical engineering; Optics","score_opus":0.006620585705152728,"score_gpt":0.23370662312532742,"score_spread":0.2270860374201747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3143383795","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":[0.9815442,0.0017232529,0.0077418033,0.00073140155,0.0003143993,0.0004181996,0.00013199891,0.00001885372,0.0073759235],"genre_scores_gemma":[0.99907196,0.000096649994,0.00024608875,0.000056666868,0.000091932896,0.000098121505,0.000083997365,0.0000064695364,0.000248127],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99939865,0.000042605156,0.00022777184,0.00013742437,0.000072179784,0.000121382145],"domain_scores_gemma":[0.9995097,0.00009559302,0.00013249222,0.00017857036,0.000056812718,0.000026831834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009754884,0.000085241445,0.00016597436,0.000023618077,0.00010840847,0.00002738615,0.00007673443,0.000016276503,0.00004925182],"category_scores_gemma":[0.0000064846986,0.00006298894,0.00003621948,0.00016237669,0.00008503297,0.00025617634,0.000008892713,0.00005035584,0.0000033306856],"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":[0.00012375579,0.00042268162,0.04974124,0.00050868304,0.000109170796,0.0000014137387,0.00426571,0.00051843544,0.48093498,0.45028374,0.0007723468,0.012317874],"study_design_scores_gemma":[0.002103249,0.000020079591,0.007897334,0.00011192807,0.000077493925,0.0000013611533,0.0058215642,0.000038853275,0.7864222,0.06335279,0.13387805,0.000275077],"about_ca_topic_score_codex":0.0002481245,"about_ca_topic_score_gemma":0.00063037296,"teacher_disagreement_score":0.38693094,"about_ca_system_score_codex":0.000011163621,"about_ca_system_score_gemma":0.00004097174,"threshold_uncertainty_score":0.25686145},"labels":[],"label_agreement":null},{"id":"W3146477024","doi":"","title":"Low noise performances of scalable sub-quarter-micron GaN HEMT with Field Plate technology","year":2011,"lang":"en","type":"article","venue":"European Microwave Integrated Circuit Conference","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":4,"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":"High-electron-mobility transistor; Materials science; Optoelectronics; Noise (video); Quarter (Canadian coin); Scalability; Electrical engineering; Electronic engineering; Computer science; Engineering; Transistor; Voltage","score_opus":0.01807580715774769,"score_gpt":0.19899509099792903,"score_spread":0.18091928384018136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3146477024","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":[0.91784537,0.000046569035,0.0043100235,0.000023471777,0.00015995085,0.00020721102,0.00006617137,0.000077796234,0.077263445],"genre_scores_gemma":[0.9992601,0.000016366515,0.00020206405,0.00006170052,0.00005849095,0.000009105907,0.000058693367,0.000043291126,0.00029014758],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99849975,0.00009111959,0.00045610682,0.00042383894,0.00010670983,0.00042244437],"domain_scores_gemma":[0.998763,0.000023736748,0.00033268522,0.0004574292,0.00032955952,0.000093589486],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017229671,0.00033266842,0.00039642732,0.00016595401,0.00008388777,0.00006955066,0.0005187195,0.0000690156,0.0017143463],"category_scores_gemma":[0.0000058534238,0.00026274592,0.00007339496,0.00027218251,0.00020270507,0.00021567891,0.000042910215,0.00031574228,0.0002504231],"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":[0.000064513006,0.00013430358,0.012151901,0.00005269419,0.000089671565,0.000017285409,0.0008046517,0.0000012913209,0.9717527,0.002860333,0.00022509681,0.011845569],"study_design_scores_gemma":[0.0005549447,0.00042144852,0.00105095,0.00036572004,0.000044222175,0.0000106194475,0.0013977299,0.000017922797,0.994624,0.00054685393,0.0006308807,0.00033466864],"about_ca_topic_score_codex":0.00029610517,"about_ca_topic_score_gemma":0.000024779141,"teacher_disagreement_score":0.081414774,"about_ca_system_score_codex":0.000015562611,"about_ca_system_score_gemma":0.00012747545,"threshold_uncertainty_score":0.9999825},"labels":[],"label_agreement":null},{"id":"W3146831602","doi":"10.1109/ted.2021.3069153","title":"Effective Leakage Current Reduction in GaN Ultraviolet Avalanche Photodiodes With an Ion-Implantation Isolation Method","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Electron Devices","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":25,"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":"Army Research Office; National Institute for Nanotechnology; U.S. Department of Energy; National Science Foundation","keywords":"Avalanche photodiode; Photocurrent; Materials science; Optoelectronics; Dark current; Breakdown voltage; Chemical vapor deposition; Homojunction; Ion implantation; Metalorganic vapour phase epitaxy; Ultraviolet; Analytical Chemistry (journal); Photodiode; APDS; Ion; Voltage; Nanotechnology; Chemistry; Photodetector; Optics; Electrical engineering; Doping; Epitaxy; Physics","score_opus":0.01150012109295822,"score_gpt":0.2920899705238464,"score_spread":0.28058984943088816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3146831602","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":[0.84572315,0.00008862949,0.15308604,0.000037061563,0.00036463235,0.00040560716,0.00006465859,0.00005460894,0.00017560451],"genre_scores_gemma":[0.99851286,0.000026444846,0.0007911144,0.00002692807,0.00017656779,0.00019849444,0.00019434709,0.000031267507,0.00004199956],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983757,0.00035577826,0.00028432446,0.0004787076,0.00018207528,0.00032342438],"domain_scores_gemma":[0.9993473,0.00009070555,0.00015212891,0.00022310962,0.00011123414,0.00007549765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022795663,0.0002511247,0.00027932157,0.00016364912,0.00016604672,0.00010710983,0.00008591186,0.00006302902,0.00022925512],"category_scores_gemma":[7.6669846e-7,0.0002304831,0.00007540407,0.00035803413,0.000022350598,0.00049068127,4.6005297e-7,0.00031993177,0.00001630997],"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":[0.00036846905,0.00073572603,0.0011531608,0.00008798529,0.000117949996,0.000003117955,0.0010959937,0.013301083,0.9352628,0.00017337293,0.000016119913,0.04768422],"study_design_scores_gemma":[0.000907982,0.00035230134,0.0028277682,0.00012123203,0.00011088194,0.000017037488,0.0007932383,0.00085677917,0.99319845,0.00031172598,0.00020633634,0.0002962645],"about_ca_topic_score_codex":0.0005011246,"about_ca_topic_score_gemma":0.00049550866,"teacher_disagreement_score":0.15278967,"about_ca_system_score_codex":0.00008911763,"about_ca_system_score_gemma":0.00011128196,"threshold_uncertainty_score":0.9398828},"labels":[],"label_agreement":null},{"id":"W3148481886","doi":"10.1109/nusod.2010.5595657","title":"Modeling of polarization effects in InGaN PIN solar cells","year":2010,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Crosslight Software (Canada)","funders":"","keywords":"Ohmic contact; Optoelectronics; Polarization (electrochemistry); Materials science; Wide-bandgap semiconductor; Gallium nitride; Computer science; Engineering physics; Physics; Nanotechnology; Chemistry","score_opus":0.00701887266049273,"score_gpt":0.22152488019900884,"score_spread":0.21450600753851612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3148481886","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":[0.9906187,0.000002273276,0.0077766185,0.000009437018,0.00028287608,0.000115589064,0.000005556647,0.0000099843855,0.0011789374],"genre_scores_gemma":[0.99862486,2.095933e-7,0.0011969961,0.000022364155,0.000079059566,0.0000038387298,0.000017636616,0.000009051898,0.00004597447],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995559,0.000018631667,0.0001625439,0.00010213327,0.00005054866,0.000110262394],"domain_scores_gemma":[0.99977326,0.000018750603,0.000041065447,0.00011399719,0.000025750725,0.000027167755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011045039,0.00006876776,0.00012400196,0.000053662086,0.000016948074,0.000018073073,0.000068536225,0.000033669585,0.00022216467],"category_scores_gemma":[0.000002761669,0.00006114801,0.00002837861,0.00006584632,0.000007641491,0.000088855384,0.00001813646,0.000084393796,0.000009579091],"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":[0.0000021724577,0.000036217898,0.008725192,0.000024065515,0.000004431641,1.08907614e-7,0.000102732294,0.00085363135,0.9855283,0.0042806733,0.000004140256,0.00043834074],"study_design_scores_gemma":[0.00029241294,0.0000138385,0.00034662194,0.000019016337,0.0000066643693,3.991472e-8,0.000062146784,0.03422777,0.96337783,0.0015164216,0.000051833813,0.00008537061],"about_ca_topic_score_codex":0.0022457596,"about_ca_topic_score_gemma":0.000064917855,"teacher_disagreement_score":0.03337414,"about_ca_system_score_codex":0.0000023691596,"about_ca_system_score_gemma":0.000020015132,"threshold_uncertainty_score":0.33949316},"labels":[],"label_agreement":null},{"id":"W3153741509","doi":"10.1039/d1nr00468a","title":"Selective area grown AlInGaN nanowire arrays with core–shell structures for photovoltaics on silicon","year":2021,"lang":"en","type":"article","venue":"Nanoscale","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanowire; Photovoltaics; Materials science; Silicon; Substrate (aquarium); Optoelectronics; Shell (structure); Layer (electronics); Silicon nanowires; Photovoltaic system; Nanotechnology; Core (optical fiber); Electrical conductor; Composite material; Electrical engineering","score_opus":0.01889656930037154,"score_gpt":0.24729954367408322,"score_spread":0.22840297437371168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153741509","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":[0.9955936,0.000038456325,0.00034195467,0.000048073663,0.0004030894,0.0004037219,0.0003782724,0.00004486719,0.0027479443],"genre_scores_gemma":[0.9973823,0.0000015403458,0.00062933005,0.0003528136,0.00036468173,0.00008076113,0.00027986296,0.000044643886,0.0008641023],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998833,0.00002872727,0.0002056305,0.00043233074,0.00015605145,0.0003442436],"domain_scores_gemma":[0.99918634,0.00010194502,0.00012838392,0.00028472117,0.00020585542,0.00009278436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000060011622,0.00025089597,0.00032316096,0.000035938483,0.00017936979,0.00008443012,0.00012806954,0.00008006366,0.00034932158],"category_scores_gemma":[0.000009841522,0.00020114754,0.00011773234,0.00014116772,0.00004475551,0.00007593156,0.000022320335,0.00012362217,0.000010630697],"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":[0.00012166853,0.00011884935,0.0055470057,0.00004571179,0.00009728591,0.0000032045796,0.0002852908,0.000057066805,0.98649126,0.0045222454,0.002154351,0.0005560337],"study_design_scores_gemma":[0.0009886043,0.00024490262,0.00056559395,0.000056852074,0.0000541549,0.000001871963,0.0004174185,0.00006958209,0.98009986,0.004904537,0.012319882,0.00027675158],"about_ca_topic_score_codex":0.00014964466,"about_ca_topic_score_gemma":0.00005931461,"teacher_disagreement_score":0.010165531,"about_ca_system_score_codex":0.000030590523,"about_ca_system_score_gemma":0.00014591779,"threshold_uncertainty_score":0.8202559},"labels":[],"label_agreement":null},{"id":"W3162543015","doi":"10.1016/j.ijleo.2021.167179","title":"Optimal substrate design for thermal management of high power multi-chip LEDs module","year":2021,"lang":"en","type":"article","venue":"Optik","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Campus France; Providence Health Care","keywords":"Light-emitting diode; Junction temperature; Thermal management of high-power LEDs; Materials science; Substrate (aquarium); Optoelectronics; Chip; Diode; Thermal management of electronic devices and systems; Thermal; Dimension (graph theory); Power (physics); Computer science; Mechanical engineering; Physics; Telecommunications; Mathematics","score_opus":0.02964255694206411,"score_gpt":0.2586007835773217,"score_spread":0.22895822663525758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162543015","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":[0.96827275,0.00005712139,0.029831357,0.000033612207,0.00026705978,0.00027344297,0.0001068744,0.000013549468,0.0011442221],"genre_scores_gemma":[0.9225166,0.0000024462358,0.07608959,0.00001756364,0.000066551576,0.00005195516,0.000071875365,0.00002094447,0.001162489],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99925876,0.000031597527,0.00020480456,0.00021141629,0.000076599725,0.00021680807],"domain_scores_gemma":[0.99953926,0.0000244141,0.00009243098,0.00022449958,0.00007328293,0.00004613797],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000121331104,0.00013008108,0.00020050783,0.0000174575,0.000048306112,0.000042198015,0.00011349569,0.000029473611,0.001057891],"category_scores_gemma":[6.7874555e-7,0.00012022399,0.000099441044,0.000050282608,0.000020078716,0.00007247342,0.000038319075,0.000036542395,0.000017638095],"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":[0.00020129608,0.0008820452,0.0011415806,0.00026567804,0.00085051334,0.000023276045,0.00041294456,0.031015819,0.90917265,0.05133899,0.0006430542,0.0040521417],"study_design_scores_gemma":[0.0019058925,0.00008746308,0.0028576234,0.000053495547,0.00009856525,5.1450183e-7,0.00064531056,0.0011579328,0.9917688,0.00048710752,0.0006846633,0.00025267093],"about_ca_topic_score_codex":0.00004980934,"about_ca_topic_score_gemma":5.921185e-7,"teacher_disagreement_score":0.0825961,"about_ca_system_score_codex":0.000007298283,"about_ca_system_score_gemma":0.000030335152,"threshold_uncertainty_score":0.9998553},"labels":[],"label_agreement":null},{"id":"W3165031703","doi":"10.1021/acs.cgd.1c00327","title":"Molecular Beam Epitaxial Growth of AlN Thin Films on Si through Exploiting Low Al Adatom Migration and the Nitrogen-Rich Environment on a Nanowire Template","year":2021,"lang":"en","type":"article","venue":"Crystal Growth & Design","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":19,"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":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Molecular beam epitaxy; Thin film; Nanowire; Nitride; Optoelectronics; Epitaxy; Gallium nitride; Electron diffraction; Layer (electronics); Diffraction; Gallium; Etching (microfabrication); Aluminium; Ultraviolet; Reflection (computer programming); Nanotechnology; Optics; Composite material; Metallurgy","score_opus":0.014650216018430496,"score_gpt":0.2149067644470144,"score_spread":0.2002565484285839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165031703","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":[0.99147,0.00017778238,0.006946903,0.00027174206,0.00011925871,0.0004667233,0.00010352515,0.000020561678,0.00042354717],"genre_scores_gemma":[0.99814266,0.000021196633,0.0009612518,0.0005166009,0.000106154475,0.00007972539,0.000108021835,0.000038910628,0.000025496478],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982855,0.0002977167,0.00039712797,0.00042158607,0.00030379498,0.00029428233],"domain_scores_gemma":[0.9991048,0.00023786594,0.0002454497,0.00028203864,0.00006118161,0.000068695845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003030414,0.00028622447,0.0003669355,0.0000343944,0.00018198288,0.00010080644,0.00015582703,0.0000644613,0.00018019848],"category_scores_gemma":[0.000023885892,0.00021939729,0.000138616,0.00010162099,0.00011957101,0.00017074226,0.00006931377,0.00015196578,0.000013546597],"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":[0.0002558083,0.00022107511,0.0007641973,0.00006369324,0.00017515072,0.000022721179,0.0012478615,0.00051629514,0.97218573,0.023805976,0.0005803293,0.00016117496],"study_design_scores_gemma":[0.0015221977,0.00019363807,0.000099089855,0.0001138759,0.00008056494,0.0000030571996,0.0008358041,0.00025423203,0.9849197,0.011528308,0.00019944149,0.00025008403],"about_ca_topic_score_codex":0.00021339749,"about_ca_topic_score_gemma":0.0000013420777,"teacher_disagreement_score":0.012733989,"about_ca_system_score_codex":0.000020779227,"about_ca_system_score_gemma":0.000059794635,"threshold_uncertainty_score":0.8946762},"labels":[],"label_agreement":null},{"id":"W3165253671","doi":"10.1002/pssr.202100090","title":"Recent Progress on Aluminum Gallium Nitride Deep Ultraviolet Lasers by Molecular Beam Epitaxy","year":2021,"lang":"en","type":"article","venue":"physica status solidi (RRL) - Rapid Research Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":19,"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","keywords":"Molecular beam epitaxy; Materials science; Optoelectronics; Lasing threshold; Laser; Nanowire; Ultraviolet; Gallium nitride; Epitaxy; Wide-bandgap semiconductor; Nitride; Semiconductor; Optics; Nanotechnology; Layer (electronics)","score_opus":0.024622741554275088,"score_gpt":0.3089818798594387,"score_spread":0.28435913830516363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165253671","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":[0.98723507,0.00093256583,0.0000973574,0.0074411435,0.00048125026,0.0009066758,0.00092782266,0.00009146305,0.0018866241],"genre_scores_gemma":[0.9945316,0.00041940875,0.00023730847,0.0015255442,0.00079304754,0.00040331527,0.0017243032,0.0001498478,0.00021563965],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99381125,0.00082177436,0.0005539674,0.0011786638,0.0013631333,0.0022712317],"domain_scores_gemma":[0.99714637,0.00035690508,0.00021322588,0.0010884958,0.00051671616,0.00067826716],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006385023,0.000572596,0.00066919526,0.00018988829,0.00044581603,0.00045918912,0.00061360834,0.00009677761,0.00092126516],"category_scores_gemma":[0.000059018646,0.00055712863,0.00033315274,0.0007425866,0.0004610737,0.00025885727,0.0002157153,0.00096450164,0.00034808085],"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":[0.00012497642,0.0008764038,0.00044224726,0.00008466034,0.00032232635,0.00010085213,0.00035940943,0.00011833378,0.90991867,0.0006594427,0.077722624,0.009270056],"study_design_scores_gemma":[0.0012167185,0.00020435252,0.00014516342,0.00010928531,0.000049716367,0.000001369311,0.001020733,0.000048038044,0.83238035,0.00047824046,0.16375163,0.00059441425],"about_ca_topic_score_codex":0.00032891706,"about_ca_topic_score_gemma":0.0000046947957,"teacher_disagreement_score":0.086029015,"about_ca_system_score_codex":0.00020897384,"about_ca_system_score_gemma":0.00034191666,"threshold_uncertainty_score":0.999992},"labels":[],"label_agreement":null},{"id":"W3166730014","doi":"10.2464/jilm.64.21","title":"Evaluation of local strain and texture by SEM-EBSD technique","year":2014,"lang":"en","type":"article","venue":"Journal of Japan Institute of Light Metals","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Oxford Instruments (Canada)","funders":"","keywords":"Materials science; Electron backscatter diffraction; Texture (cosmology); Strain (injury); Metallurgy; Composite material; Artificial intelligence; Microstructure; Computer science; Image (mathematics)","score_opus":0.016924196312601367,"score_gpt":0.2698610055655172,"score_spread":0.2529368092529158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166730014","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":[0.98492813,0.00035948292,0.01203341,0.00013306396,0.0003455881,0.00020725145,0.00007113194,0.0000031152751,0.0019188038],"genre_scores_gemma":[0.9987114,0.000007966281,0.0009918874,0.000020879128,0.00020759567,0.0000045826923,0.000010489145,0.00000959336,0.000035606376],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985118,0.00015443674,0.000670734,0.00010601221,0.0004430443,0.00011395913],"domain_scores_gemma":[0.9983328,0.000029648143,0.0009327521,0.00014733503,0.00047770693,0.00007975053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022987397,0.00013545355,0.0004903139,0.00010910236,0.000030653577,0.000022878638,0.00015383569,0.000065127824,0.00022266523],"category_scores_gemma":[0.000029921566,0.00010178485,0.00012888217,0.00008043525,0.00009589156,0.00032189552,0.000022524471,0.000115296614,0.0000010974603],"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":[0.000015556872,0.0000920567,0.00031675736,0.000055421384,0.00019672753,1.7132567e-7,0.00012185696,0.00008755279,0.9759141,0.0033818583,0.00076449424,0.0190534],"study_design_scores_gemma":[0.0010475881,0.0002670036,0.0005216306,0.00021760997,0.00055411353,0.00001286468,0.00028397195,0.00009814471,0.9729345,0.004795625,0.019121593,0.00014535699],"about_ca_topic_score_codex":0.000052094263,"about_ca_topic_score_gemma":0.0000032008338,"teacher_disagreement_score":0.018908042,"about_ca_system_score_codex":0.00001833326,"about_ca_system_score_gemma":0.00015431305,"threshold_uncertainty_score":0.41506654},"labels":[],"label_agreement":null},{"id":"W3167229576","doi":"10.1063/5.0051133","title":"Efficient Fourier space quantum dot k ⋅ p for wurtzite systems including smooth alloy profile and spatially varying elastic and dielectric constants","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","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","keywords":"Hamiltonian (control theory); Wurtzite crystal structure; Quantum dot; Dielectric; Fourier transform; Piezoelectricity; Quantum; Coupling constant; Physics; Materials science; Quantum mechanics; Condensed matter physics; Mathematics; Mathematical optimization","score_opus":0.019493613529895176,"score_gpt":0.2499377591819111,"score_spread":0.23044414565201593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167229576","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":[0.98837787,0.00029543685,0.009825871,0.000023461715,0.0004316136,0.00032158406,0.00006554226,0.0000076096903,0.00065102626],"genre_scores_gemma":[0.99757457,0.000015888058,0.0015847367,0.000026128404,0.0007212334,0.000015085229,0.000011535558,0.0000288561,0.000021981083],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998888,0.000027982074,0.00041078564,0.00020486604,0.0001977494,0.0002706217],"domain_scores_gemma":[0.9987675,0.00026411784,0.0005353317,0.000113704504,0.00019625564,0.00012311556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002448475,0.00019374304,0.00045574686,0.000046591533,0.00016246672,0.00017494892,0.00007533195,0.000040097933,0.000014695389],"category_scores_gemma":[0.000010456195,0.00016816704,0.0000735766,0.00012972453,0.000039186256,0.000060920745,0.00005813713,0.0001497991,0.0000011756817],"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":[0.00019993667,0.00018205518,0.0006174042,0.00039180976,0.00030070762,0.000009488537,0.0006511514,0.018278673,0.90231705,0.074716665,0.00013743424,0.0021976414],"study_design_scores_gemma":[0.014472455,0.001013973,0.00078004366,0.0018359774,0.0018502516,0.00008754636,0.0035041606,0.40922824,0.52133834,0.037024796,0.006642503,0.002221739],"about_ca_topic_score_codex":0.000014320728,"about_ca_topic_score_gemma":5.0621304e-7,"teacher_disagreement_score":0.39094955,"about_ca_system_score_codex":0.000026340784,"about_ca_system_score_gemma":0.0002011319,"threshold_uncertainty_score":0.6857653},"labels":[],"label_agreement":null},{"id":"W3171521638","doi":"10.2139/ssrn.3842127","title":"Recent Advancement on Crystalline quality, IQE, and EQE of III-nitride-based deep-ultraviolet light-emitting diodes: Comprehensive Review","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Optoelectronics; Ultraviolet; Materials science; Light-emitting diode; Quality (philosophy); Nitride; Diode; Ultraviolet a; Quantum efficiency; Nanotechnology; Physics; Medicine","score_opus":0.02095536429277046,"score_gpt":0.300375967767613,"score_spread":0.27942060347484254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171521638","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":[0.8942175,0.09821836,0.0044314247,0.0019484863,0.0002481092,0.0004134616,0.00008964462,0.000015286823,0.0004177251],"genre_scores_gemma":[0.9495633,0.04882446,0.00025762134,0.00076624966,0.00030230542,0.00001292405,0.00013186628,0.00002989055,0.000111358575],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9973215,0.00024237364,0.00080378633,0.0003045111,0.00030129123,0.0010265283],"domain_scores_gemma":[0.9984753,0.00012927326,0.00061679754,0.00025715728,0.00040559997,0.00011582939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093592366,0.00025744812,0.0006132502,0.000052516436,0.00013966742,0.00004745503,0.00015888132,0.000040539388,0.00033085895],"category_scores_gemma":[0.000029330145,0.00022211995,0.00017085073,0.0001630554,0.00003214634,0.00008829149,0.000040305604,0.0006627942,0.000003995627],"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":[0.00032697164,0.0010057929,0.003988226,0.0016462159,0.00091920537,0.000015832971,0.00022790494,0.0004490321,0.71089333,0.061094627,0.0002260349,0.21920682],"study_design_scores_gemma":[0.01681492,0.0025166085,0.0012721408,0.01367809,0.0013807082,0.00017028663,0.012155606,0.0001933408,0.5665132,0.07759543,0.30504808,0.0026616019],"about_ca_topic_score_codex":0.000056386205,"about_ca_topic_score_gemma":0.000049562717,"teacher_disagreement_score":0.30482203,"about_ca_system_score_codex":0.0001685528,"about_ca_system_score_gemma":0.0009256274,"threshold_uncertainty_score":0.9057789},"labels":[],"label_agreement":null},{"id":"W3175773713","doi":"10.1088/1361-6463/ac2446","title":"Dislocation and indium droplet related emission inhomogeneities in InGaN LEDs","year":2021,"lang":"en","type":"preprint","venue":"Journal of Physics D Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Grace (Canada)","funders":"Air Force Office of Scientific Research","keywords":"Cathodoluminescence; Indium; Electroluminescence; Blueshift; Materials science; Dislocation; Light-emitting diode; Quantum well; Optoelectronics; Spontaneous emission; Molecular beam epitaxy; Photoluminescence; Molecular physics; Epitaxy; Luminescence; Optics; Chemistry; Nanotechnology; Laser; Physics; Composite material","score_opus":0.0148660132605171,"score_gpt":0.24523360225515725,"score_spread":0.23036758899464016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175773713","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":[0.9963374,0.00019354445,0.0016870508,0.000033606764,0.00071030663,0.0002781846,0.00006160412,0.000013788542,0.0006845287],"genre_scores_gemma":[0.99734575,0.00006171179,0.00047003798,0.00003942009,0.0016285229,0.00002111268,0.0003287861,0.00007026602,0.000034401248],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99778235,0.00010349964,0.0010120409,0.00039737078,0.0003888929,0.00031583008],"domain_scores_gemma":[0.9975861,0.000077332596,0.0015981572,0.00035586357,0.00024155153,0.00014104648],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003411468,0.00047393053,0.000992504,0.00009510047,0.000093332106,0.0002806891,0.0003185332,0.00021045006,0.00004407021],"category_scores_gemma":[0.0000046134205,0.00045726384,0.00024589043,0.00025850447,0.00008794588,0.00024710014,0.00038980693,0.001158127,0.0000025245304],"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":[0.000106845284,0.0010894977,0.01239241,0.0008721381,0.00073497277,0.000019711033,0.011168693,0.013690525,0.894932,0.025292704,0.0003010206,0.0393995],"study_design_scores_gemma":[0.0029117132,0.00011247148,0.0030433452,0.0018291097,0.00055779016,0.000008000506,0.005557638,0.0014541587,0.75462496,0.22817342,0.00028326377,0.0014441444],"about_ca_topic_score_codex":0.00011090485,"about_ca_topic_score_gemma":0.0000022165452,"teacher_disagreement_score":0.20288071,"about_ca_system_score_codex":0.00009315889,"about_ca_system_score_gemma":0.00043421338,"threshold_uncertainty_score":0.9997879},"labels":[],"label_agreement":null},{"id":"W3176728174","doi":"10.1149/2162-8777/ac0f15","title":"High Internal Quantum Efficiency AlGaN Epilayer Grown by Molecular Beam Epitaxy on Si Substrate","year":2021,"lang":"en","type":"article","venue":"ECS Journal of Solid State Science and Technology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":9,"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","keywords":"Materials science; Optoelectronics; Molecular beam epitaxy; Photoluminescence; Sapphire; Quantum efficiency; Epitaxy; Coalescence (physics); Substrate (aquarium); Nitride; Layer (electronics); Nanotechnology; Optics","score_opus":0.0067964236148378016,"score_gpt":0.24497157830153493,"score_spread":0.23817515468669714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176728174","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":[0.9971555,0.0002928131,0.0005830255,0.0011544897,0.0005144204,0.00005655184,0.000048334874,0.0000142426425,0.00018061165],"genre_scores_gemma":[0.9995255,0.000058403668,0.00016414515,0.00012152249,0.000050988605,0.0000018157591,0.0000024512233,0.000010953731,0.00006424014],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99846214,0.000027110895,0.00044538456,0.00029576346,0.00034318576,0.00042641466],"domain_scores_gemma":[0.99875736,0.000027946136,0.00036271295,0.000207064,0.00050354085,0.00014138487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054403243,0.00016995413,0.00032958522,0.0002887103,0.00017368795,0.000113439935,0.0004470735,0.000046048895,0.0001109376],"category_scores_gemma":[0.00004039337,0.000137646,0.00005772094,0.0005857791,0.00051295565,0.00025255547,0.00010118121,0.0003048029,0.000011464883],"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":[0.00001282315,0.00011414192,0.0010239212,0.0000056954195,0.00002963195,0.000108793494,0.000062040664,0.000055256674,0.9880485,0.008079365,0.00020564265,0.0022542006],"study_design_scores_gemma":[0.00046840176,0.00039817963,0.00017728432,0.000052821128,0.00001496433,0.00007776417,0.0003811449,0.000055259676,0.9754341,0.021622678,0.001164537,0.00015284805],"about_ca_topic_score_codex":0.000026508425,"about_ca_topic_score_gemma":0.0000010229825,"teacher_disagreement_score":0.013543312,"about_ca_system_score_codex":0.00002950504,"about_ca_system_score_gemma":0.00028899912,"threshold_uncertainty_score":0.5613041},"labels":[],"label_agreement":null},{"id":"W3181117147","doi":"10.3390/en14144241","title":"Characterization of m-GaN and a-GaN Crystallographic Planes after Being Chemically Etched in TMAH Solution","year":2021,"lang":"en","type":"article","venue":"Energies","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Agence Nationale de la Recherche","keywords":"Etching (microfabrication); Cuboid; Materials science; Plane (geometry); Crystal (programming language); Surface roughness; Gallium nitride; Surface finish; Crystallography; Optoelectronics; Analytical Chemistry (journal); Nanotechnology; Geometry; Chemistry; Layer (electronics); Composite material","score_opus":0.005408856426005981,"score_gpt":0.19982934337603384,"score_spread":0.19442048695002787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3181117147","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":[0.9995019,0.000054766,0.000033735676,0.000051231207,0.00008317559,0.00004060862,0.000029038076,0.000011455774,0.00019409168],"genre_scores_gemma":[0.99945337,0.00002815467,0.00008269523,0.00002582713,0.00008452039,0.00001485734,0.0002476339,0.00000903414,0.00005388731],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994686,0.000027821463,0.0001823604,0.0001456584,0.000058354708,0.00011715187],"domain_scores_gemma":[0.9997645,0.00001619475,0.00007039646,0.00009370498,0.00003200608,0.00002320446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005254867,0.00008711937,0.00015884252,0.00005008124,0.000019009194,0.00003158759,0.000036674817,0.000032551634,0.00011872942],"category_scores_gemma":[0.0000028942404,0.0000857209,0.000030240073,0.00008856384,0.000030738844,0.00010932273,0.00002184722,0.000039441184,5.3980216e-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":[0.000012602995,0.000021292675,0.036483087,0.00003714585,0.000014014278,0.0000018928359,0.0004264133,0.000027120503,0.9620989,0.0005063387,0.0000019569613,0.00036924373],"study_design_scores_gemma":[0.00024211462,0.000009970367,0.0725296,0.000066503635,0.0000137090265,6.7564844e-7,0.00025141053,0.000043336266,0.9257804,0.0005321812,0.00042196907,0.00010810727],"about_ca_topic_score_codex":0.00014412348,"about_ca_topic_score_gemma":0.000027645096,"teacher_disagreement_score":0.036318466,"about_ca_system_score_codex":0.000005307154,"about_ca_system_score_gemma":0.000025852212,"threshold_uncertainty_score":0.3495597},"labels":[],"label_agreement":null},{"id":"W3182252769","doi":"10.1002/adom.202001400","title":"Color‐Tunable 3D InGaN/GaN Multi‐Quantum‐Well Light‐Emitting‐Diode Based on Microfacet Emission and Programmable Driving Power Supply","year":2020,"lang":"en","type":"article","venue":"Advanced Optical Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Education and Child Care","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China; National Key Research and Development Program of China; Deutsche Forschungsgemeinschaft","keywords":"Materials science; Light-emitting diode; Optoelectronics; Cathodoluminescence; Color rendering index; Metalorganic vapour phase epitaxy; Electroluminescence; Diode; Optics; Epitaxy; Luminescence; Nanotechnology","score_opus":0.00981031618094146,"score_gpt":0.24291793641589612,"score_spread":0.23310762023495465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3182252769","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":[0.9962375,0.000042766675,0.0006389401,0.0007635163,0.0004441797,0.0007721367,0.00012407226,0.0001546938,0.0008221796],"genre_scores_gemma":[0.9857966,0.000005631078,0.012874907,0.00066386705,0.00022569248,0.00008690775,0.00012907,0.00008085569,0.0001364811],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99762905,0.00011121654,0.000606543,0.0007313421,0.0002141863,0.0007076366],"domain_scores_gemma":[0.9987735,0.00014436651,0.00024347717,0.0003291182,0.00008832615,0.00042121235],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027606727,0.00044376837,0.0006907064,0.00004773798,0.00022018704,0.00034857754,0.00023786702,0.00012827467,0.0016271975],"category_scores_gemma":[0.00008930222,0.0003835266,0.000083310995,0.00012432135,0.00007874388,0.00026616943,0.00011873381,0.00016949046,0.00014927032],"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":[0.00020501534,0.00016440354,0.0017622663,0.0001224354,0.000027010714,0.000009782056,0.00014115848,0.00023620266,0.9958321,0.0007964771,0.00021177271,0.0004914186],"study_design_scores_gemma":[0.0017971313,0.0003804591,0.0003617832,0.0002332173,0.000046235396,0.0000010423196,0.00018607106,0.0010175377,0.9758986,0.00018427926,0.01940851,0.00048511248],"about_ca_topic_score_codex":0.000036834877,"about_ca_topic_score_gemma":4.7338375e-7,"teacher_disagreement_score":0.019933436,"about_ca_system_score_codex":0.000030326788,"about_ca_system_score_gemma":0.0000598791,"threshold_uncertainty_score":0.99986166},"labels":[],"label_agreement":null},{"id":"W3185234537","doi":"10.1016/j.mssp.2021.106099","title":"Molecular beam epitaxy growth and characterization of AlGaN epilayers in nitrogen-rich condition on Si substrate","year":2021,"lang":"en","type":"article","venue":"Materials Science in Semiconductor Processing","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Molecular beam epitaxy; Nitride; Substrate (aquarium); Layer (electronics); Optoelectronics; Epitaxy; Etching (microfabrication); Gallium nitride; Nanotechnology","score_opus":0.01331935522790005,"score_gpt":0.2539160361261142,"score_spread":0.24059668089821415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185234537","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":[0.99906003,0.000037732152,0.000015386495,0.00005429479,0.00033594802,0.0002160535,0.00010463112,0.000016189722,0.00015974708],"genre_scores_gemma":[0.999522,0.000007971349,0.000117760275,0.00008712642,0.00006413555,0.000027843646,0.00014715934,0.000021754224,0.0000042537854],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980969,0.00009541459,0.00059133524,0.0005541565,0.00026169926,0.00040052962],"domain_scores_gemma":[0.9991954,0.000027760558,0.00034500603,0.00018422442,0.00016745848,0.00008017564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055363704,0.00022205643,0.00039963485,0.00027125794,0.0000963255,0.00028709302,0.00020506121,0.000063071915,0.00018700349],"category_scores_gemma":[0.00003787004,0.00022276466,0.00002398451,0.0006799533,0.0002375572,0.00080301886,0.00006715857,0.00009318162,0.0000031890668],"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":[0.000014677224,0.00008103986,0.01901763,0.00013424338,0.0000031531104,0.00000869802,0.00050109613,0.0000123849895,0.979127,0.00088090636,3.1952192e-7,0.00021888655],"study_design_scores_gemma":[0.00041944598,0.000030701685,0.010975198,0.00027879604,0.000009386389,0.0000037109644,0.00058538385,0.000027941369,0.9851072,0.0023391666,0.000002110021,0.00022099377],"about_ca_topic_score_codex":0.0001418511,"about_ca_topic_score_gemma":0.0000028991224,"teacher_disagreement_score":0.008042432,"about_ca_system_score_codex":0.000045557503,"about_ca_system_score_gemma":0.00030377717,"threshold_uncertainty_score":0.9084079},"labels":[],"label_agreement":null},{"id":"W3190058841","doi":"10.1088/1361-6641/ac1963","title":"A dual-gate and Γ-type field plate GaN base E-HEMT with high breakdown voltage on simulation investigation","year":2021,"lang":"en","type":"article","venue":"Semiconductor Science and Technology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Institute of Aging","funders":"","keywords":"High-electron-mobility transistor; Optoelectronics; Breakdown voltage; Materials science; Dual (grammatical number); Voltage; Electrical engineering; Transistor; Engineering","score_opus":0.012446703050460726,"score_gpt":0.24044458365385657,"score_spread":0.22799788060339585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3190058841","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":[0.99834955,0.000047648384,0.000040292878,0.0008690289,0.00019477186,0.0001443172,0.000019572852,0.000069510774,0.00026533657],"genre_scores_gemma":[0.99921376,0.000007760447,0.00019253894,0.000344931,0.000068143374,0.000008581539,0.000023617367,0.000011528282,0.0001291281],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998834,0.000016323702,0.00017215876,0.00051670993,0.00017419666,0.00028658845],"domain_scores_gemma":[0.9991471,0.000072398136,0.000108258864,0.0002948305,0.00027429813,0.00010310719],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018593585,0.00016935529,0.00020088017,0.00020874981,0.00023540216,0.00012478438,0.00011212982,0.00009161383,0.00013880109],"category_scores_gemma":[0.000064303196,0.00013890809,0.000011242867,0.0007533776,0.00044287604,0.00033044146,0.00007572373,0.00016193208,0.000008616985],"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":[0.00001341809,0.000019530817,0.008580911,0.000013934363,0.0000121477915,0.000009366584,0.00011267878,0.000048749076,0.97257555,0.016141076,0.00004754129,0.00242511],"study_design_scores_gemma":[0.0004746445,0.0002464751,0.0008358194,0.000060435985,0.000022697659,0.000014656777,0.00048108696,0.00054146204,0.98605156,0.010503318,0.00055347814,0.0002143933],"about_ca_topic_score_codex":0.00013177244,"about_ca_topic_score_gemma":0.000013446832,"teacher_disagreement_score":0.013475996,"about_ca_system_score_codex":0.000018631998,"about_ca_system_score_gemma":0.00021494216,"threshold_uncertainty_score":0.5664507},"labels":[],"label_agreement":null},{"id":"W3191315430","doi":"10.1002/pssb.202100201","title":"Correlation of Defects and Lasing Threshold for AlGaN Deep Ultraviolet Lasers Grown by Molecular Beam Epitaxy","year":2021,"lang":"en","type":"article","venue":"physica status solidi (b)","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Lasing threshold; Molecular beam epitaxy; Materials science; Optoelectronics; Sapphire; Laser; Heterojunction; Ultraviolet; Epitaxy; Gallium nitride; Nitride; Layer (electronics); Optics; Nanotechnology; Wavelength; Physics","score_opus":0.008202750110557109,"score_gpt":0.23805180730312436,"score_spread":0.22984905719256726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3191315430","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":[0.9934939,0.00027184412,0.004893759,0.0000372353,0.00014219146,0.00025099405,0.00043682745,0.000017625984,0.00045561793],"genre_scores_gemma":[0.998642,0.000012270744,0.00040553272,0.00007101441,0.000095319134,0.000032760807,0.00068052544,0.00003280992,0.000027748696],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99901533,0.000030005715,0.00022162647,0.0002897348,0.00011302787,0.0003302637],"domain_scores_gemma":[0.99932575,0.0000923972,0.00016865176,0.00019683455,0.00011315314,0.00010320553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000056243698,0.00017774347,0.0003007746,0.000017497468,0.00008592394,0.000053757874,0.000061048595,0.00003808567,0.000038224636],"category_scores_gemma":[0.000008839819,0.00018449228,0.000115657414,0.000090134825,0.00004855109,0.00013192272,0.000030419018,0.00007197987,0.0000029878888],"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":[0.000021126336,0.000129204,0.0020695494,0.0000794774,0.00007593237,0.0000014699976,0.00026859695,0.00028836037,0.9918249,0.0039506047,0.00028872595,0.0010020069],"study_design_scores_gemma":[0.0008223425,0.00006982382,0.00028713862,0.000048946964,0.000120030585,6.2630556e-7,0.0004815024,0.00069083663,0.9918204,0.004624134,0.0008112546,0.00022296602],"about_ca_topic_score_codex":0.00013958536,"about_ca_topic_score_gemma":0.000004297426,"teacher_disagreement_score":0.0051481132,"about_ca_system_score_codex":0.000014978451,"about_ca_system_score_gemma":0.000047881967,"threshold_uncertainty_score":0.7523377},"labels":[],"label_agreement":null},{"id":"W3193439335","doi":"10.1002/pssr.202100363","title":"Effect of a Lateral Overgrowth Process on the Strain Evolution of AlN Films Grown on a Nanopatterned Sapphire Substrate for Ultraviolet‐C Light‐Emitting Diode Applications","year":2021,"lang":"en","type":"article","venue":"physica status solidi (RRL) - Rapid Research Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Ministry of Education and Child Care","funders":"Science Challenge Project; National Natural Science Foundation of China","keywords":"Materials science; Sapphire; Optoelectronics; Epitaxy; Wafer; Ultraviolet; Diode; Layer (electronics); Light-emitting diode; Coalescence (physics); Strain (injury); Tensile strain; Substrate (aquarium); Crystallography; Ultimate tensile strength; Composite material; Optics; Laser; Chemistry","score_opus":0.020985901179327606,"score_gpt":0.31597500473570694,"score_spread":0.29498910355637936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193439335","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":[0.99538344,0.00003505713,0.00017621479,0.0011235867,0.00007253153,0.0015877266,0.0013786686,0.000023006141,0.00021977644],"genre_scores_gemma":[0.99806255,0.0000066444195,0.00003075382,0.00011610744,0.00034211623,0.0010293368,0.00033474248,0.000052138315,0.00002562445],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9968057,0.000631216,0.00047432797,0.00057850254,0.0006630159,0.0008472076],"domain_scores_gemma":[0.99747896,0.0011926822,0.0003162329,0.00058397144,0.00029287682,0.00013524981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009407285,0.00031727183,0.00050946244,0.000121600635,0.00031369267,0.00011148531,0.00043867223,0.00005721899,0.000075313896],"category_scores_gemma":[0.000052162504,0.00023201523,0.00028800813,0.00046084126,0.00020556248,0.00013934667,0.00006061797,0.00039197205,0.000010631795],"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":[0.00036725262,0.00036181425,0.0019800125,0.00058198144,0.00015547304,0.0000016148681,0.0005991154,0.00015316985,0.9909784,0.003459835,0.00048322283,0.0008780731],"study_design_scores_gemma":[0.001132436,0.00063156895,0.0013831996,0.00033465915,0.000050364968,3.9600945e-7,0.0004654939,0.00018332351,0.99407727,0.001322323,0.00019661119,0.00022238381],"about_ca_topic_score_codex":0.000245033,"about_ca_topic_score_gemma":0.0000032878002,"teacher_disagreement_score":0.0030988047,"about_ca_system_score_codex":0.00007360835,"about_ca_system_score_gemma":0.0001891729,"threshold_uncertainty_score":0.9461307},"labels":[],"label_agreement":null},{"id":"W3194921098","doi":"","title":"InGaN-based red micro-LEDs","year":2021,"lang":"en","type":"article","venue":"The Japan Society of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Kootenay Association for Science & Technology","funders":"","keywords":"Materials science; Light-emitting diode; Optoelectronics","score_opus":0.014601778450139295,"score_gpt":0.23106172466917377,"score_spread":0.21645994621903447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194921098","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":[0.9906209,0.000029544028,0.0007983341,0.00029992458,0.00014157702,0.00020084168,0.00009312484,0.000038268357,0.0077774893],"genre_scores_gemma":[0.99609184,0.0000032160124,0.0022693246,0.00071738235,0.0005266285,0.000024449613,0.00016759749,0.000034293702,0.00016528857],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989995,0.00003120886,0.00026611335,0.00024656855,0.00018702679,0.00026960688],"domain_scores_gemma":[0.99899554,0.00010620128,0.00022105813,0.0005174417,0.00010854222,0.000051190127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017410198,0.00020070653,0.0003270193,0.000004839754,0.00016564963,0.000045166275,0.00026522877,0.00005206692,0.00034197624],"category_scores_gemma":[8.312554e-7,0.00016340017,0.00033543323,0.00021732949,0.00014301036,0.000037790367,0.00007143933,0.00017132799,0.000026510983],"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":[0.000013229237,0.00013648694,0.00041646074,0.00006481157,0.00015598942,5.9347137e-8,0.001708134,0.000421978,0.98073304,0.009319044,0.0052411924,0.0017895544],"study_design_scores_gemma":[0.000656828,0.0000098562095,0.00022329374,0.000023338715,0.00008730709,9.932748e-8,0.0029063516,0.00026414852,0.97993106,0.0103575345,0.005336411,0.00020376773],"about_ca_topic_score_codex":0.0000516257,"about_ca_topic_score_gemma":4.5430116e-7,"teacher_disagreement_score":0.0076122005,"about_ca_system_score_codex":0.00001662161,"about_ca_system_score_gemma":0.00014998742,"threshold_uncertainty_score":0.6663265},"labels":[],"label_agreement":null},{"id":"W3197938711","doi":"10.1109/nano51122.2021.9514283","title":"Molecular Beam Epitaxy of AlGaN Nanowires for Ultraviolet Light Emitting","year":2021,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Molecular beam epitaxy; Ultraviolet; Materials science; Optoelectronics; Nanowire; Substrate (aquarium); Epitaxy; Ultraviolet light; Wide-bandgap semiconductor; Light-emitting diode; Nanotechnology; Layer (electronics)","score_opus":0.009390426797625633,"score_gpt":0.2434026198552416,"score_spread":0.23401219305761595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197938711","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":[0.993466,0.00009993182,0.0016615299,0.0001653219,0.00019626375,0.00014561502,0.00007463394,0.000017070215,0.004173621],"genre_scores_gemma":[0.9975327,0.0000012307038,0.0015334911,0.000118983684,0.00013846281,0.000023520039,0.00010213271,0.000018331857,0.00053113303],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992606,0.000019486171,0.00025663196,0.00019705578,0.000074595,0.00019159954],"domain_scores_gemma":[0.99946505,0.000051970143,0.00010398836,0.00020269868,0.00012647659,0.00004983024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009150018,0.00011292242,0.00022598464,0.000019997096,0.000042635085,0.000031590123,0.00009645006,0.00003132271,0.0006141836],"category_scores_gemma":[0.000010255884,0.00010036326,0.00014462462,0.000060873972,0.00001337706,0.000050344446,0.000026562027,0.000032413827,0.0000067393294],"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":[0.0000034129935,0.000054679444,0.0018619973,0.000043032782,0.000045906676,0.000001139695,0.000081617545,0.0000107239875,0.97821265,0.018253976,0.00042481563,0.0010060276],"study_design_scores_gemma":[0.00031632165,0.000023781427,0.00013978274,0.000036310405,0.000034127697,4.2863613e-7,0.0005122334,0.000011183083,0.99173963,0.0022091363,0.0048566614,0.00012041769],"about_ca_topic_score_codex":0.00011699411,"about_ca_topic_score_gemma":0.0000021396284,"teacher_disagreement_score":0.01604484,"about_ca_system_score_codex":0.000004162264,"about_ca_system_score_gemma":0.000056063946,"threshold_uncertainty_score":0.672488},"labels":[],"label_agreement":null},{"id":"W3199155147","doi":"10.48550/arxiv.2109.05900","title":"Feasibility study of thermal losses conversion into Light for High Power LEDs using thermoelectric modules","year":2021,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Light-emitting diode; Optoelectronics; Thermal management of high-power LEDs; Thermoelectric effect; Materials science; Thermal; Thermoelectric cooling; Diode; LED lamp; Reuse; Thermoelectric generator; Power (physics); Nuclear engineering; Engineering physics; Junction temperature; Optics; Engineering; Physics; Meteorology","score_opus":0.0588205158678058,"score_gpt":0.22053652808164384,"score_spread":0.16171601221383802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199155147","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":[0.9948596,0.000040977124,0.0033407651,0.000006817757,0.0005181186,0.0009907156,0.00007591537,0.000029824967,0.00013730829],"genre_scores_gemma":[0.9995586,0.0000040153504,0.00010940347,0.000008214356,0.00010716042,0.000002438825,0.0000814518,0.000033437722,0.00009522216],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998356,0.00019037435,0.00030273644,0.0007965236,0.00008146638,0.00027291695],"domain_scores_gemma":[0.9983382,0.00008037888,0.00044942703,0.000720208,0.00032838117,0.00008339199],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019360692,0.000341348,0.0006111484,0.00013877453,0.00014758253,0.000066975685,0.00044485004,0.00015469828,0.00047846977],"category_scores_gemma":[0.0000067349038,0.0003497644,0.00026465917,0.0002349126,0.000055304237,0.00016659716,0.00043597483,0.00021101211,0.00000259181],"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":[0.0012926321,0.0068785013,0.37607598,0.0013833545,0.002830088,0.00007848148,0.0055299303,0.08853855,0.50372624,0.01316445,0.00008242024,0.00041938084],"study_design_scores_gemma":[0.019222818,0.0026428807,0.07513059,0.0010532392,0.005457057,0.000001947065,0.048128527,0.034392465,0.7681624,0.040707372,0.00014842812,0.0049522696],"about_ca_topic_score_codex":0.0037716208,"about_ca_topic_score_gemma":0.000041606392,"teacher_disagreement_score":0.3009454,"about_ca_system_score_codex":0.00011811992,"about_ca_system_score_gemma":0.00019172345,"threshold_uncertainty_score":0.99989545},"labels":[],"label_agreement":null},{"id":"W3199318925","doi":"10.35848/1347-4065/ac2918","title":"Nanoscale and quantum engineering of III-nitride heterostructures for high efficiency UV-C and far UV-C optoelectronics","year":2021,"lang":"en","type":"article","venue":"Japanese Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":5,"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":"Army Research Office; Natural Sciences and Engineering Research Council of Canada; College of Engineering, Michigan State University; National Science Foundation","keywords":"Optoelectronics; Materials science; Heterojunction; Quantum dot; Quantum efficiency; Diode; Quantum well; Light-emitting diode; Charge carrier; Laser; Semiconductor; Nitride; Ultraviolet; Nanotechnology; Optics; Physics; Layer (electronics)","score_opus":0.006357102346434852,"score_gpt":0.2151662200851794,"score_spread":0.20880911773874455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199318925","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":[0.9978164,0.000119172415,0.0017343165,0.000013191493,0.00012725478,0.00012409921,0.000026178313,0.0000053852987,0.00003404306],"genre_scores_gemma":[0.99866307,0.000014458543,0.0009988277,0.000026547115,0.00025680283,0.000005772417,0.000010732657,0.000019128027,0.0000046712457],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99910957,0.000010093703,0.000378854,0.00014923624,0.00013449478,0.00021774396],"domain_scores_gemma":[0.9992413,0.000109388,0.0003017789,0.000118394,0.00014566664,0.00008346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012552907,0.00016203242,0.0004073585,0.00003283242,0.00006565181,0.000047853762,0.00009593862,0.000034526838,0.000014353086],"category_scores_gemma":[0.0000049122395,0.00013753083,0.00008248582,0.00010109488,0.00003830617,0.0000979209,0.000036987316,0.00011549627,1.6697935e-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":[0.00008105667,0.0000592311,0.0002594114,0.000075545606,0.00007754601,7.86247e-7,0.00058373454,0.0020010709,0.9745274,0.021404762,0.000007543103,0.000921882],"study_design_scores_gemma":[0.0015306924,0.00013928369,0.0006323319,0.000030150399,0.000084985666,0.000011222175,0.00071925996,0.0010878087,0.9850628,0.010402501,0.00012209103,0.00017687619],"about_ca_topic_score_codex":0.000017265236,"about_ca_topic_score_gemma":4.5905762e-7,"teacher_disagreement_score":0.01100226,"about_ca_system_score_codex":0.000010558354,"about_ca_system_score_gemma":0.000055116758,"threshold_uncertainty_score":0.56083447},"labels":[],"label_agreement":null},{"id":"W3200450812","doi":"10.1063/5.0060688","title":"Correlation between sidewall surface states and off-state breakdown voltage of AlGaN/GaN HFETs","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","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":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; CMC Microsystems","keywords":"Materials science; Optoelectronics; Breakdown voltage; Transistor; Voltage; Figure of merit; Heterojunction; Fin; Electric field; Surface states; Electrical engineering; Surface (topology); Composite material; Physics; Engineering","score_opus":0.010065337548991072,"score_gpt":0.2302295390801031,"score_spread":0.22016420153111202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200450812","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":[0.99565226,0.00008309208,0.0027444582,0.00002093275,0.00013945113,0.0000854609,0.00014466807,0.0000052785035,0.0011244178],"genre_scores_gemma":[0.999025,0.000036645815,0.0004010459,0.000029632172,0.00032230135,6.8528783e-7,0.00007635376,0.000022538612,0.00008583359],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989071,0.000026753665,0.00053688005,0.00014154777,0.00021460558,0.00017313859],"domain_scores_gemma":[0.9986229,0.00013932951,0.0007519492,0.00014847927,0.00023736447,0.000099980534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019156163,0.00016262202,0.00046242835,0.000023592223,0.000048712434,0.0000551289,0.00008655871,0.000035287954,0.000092146736],"category_scores_gemma":[0.0000022183876,0.00014735482,0.00010165705,0.00011886224,0.00004546295,0.00015614205,0.000037935504,0.00017224514,0.000005267036],"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":[0.00009597652,0.00020846579,0.03404817,0.00012393465,0.00047744883,0.000009600776,0.0021243345,0.02509821,0.9189994,0.0034315465,0.00054853014,0.014834437],"study_design_scores_gemma":[0.0016220545,0.00010419164,0.011453622,0.0001072412,0.00026658655,0.0000041627973,0.0010663065,0.0009698057,0.9372546,0.04426396,0.0025686966,0.00031874253],"about_ca_topic_score_codex":0.000053759322,"about_ca_topic_score_gemma":0.0000019569,"teacher_disagreement_score":0.04083241,"about_ca_system_score_codex":0.0000113944825,"about_ca_system_score_gemma":0.00011049266,"threshold_uncertainty_score":0.6008955},"labels":[],"label_agreement":null},{"id":"W3202304473","doi":"10.3390/en14196098","title":"High Power Normally-OFF GaN/AlGaN HEMT with Regrown p Type GaN","year":2021,"lang":"en","type":"article","venue":"Energies","topic":"GaN-based semiconductor devices and materials","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":"CMC Microsystems (Canada); Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies; Fonds de recherche du Québec – Nature et technologies; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"High-electron-mobility transistor; Materials science; Doping; Optoelectronics; Wide-bandgap semiconductor; Transistor; Molecular beam epitaxy; Epitaxy; Layer (electronics); Electrical engineering; Nanotechnology; Voltage; Engineering","score_opus":0.006976787864982775,"score_gpt":0.20932766448105544,"score_spread":0.20235087661607268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202304473","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":[0.98302525,0.0001535167,0.000015098463,0.00017232173,0.00056544127,0.000047638405,0.000028757817,0.000056913523,0.015935088],"genre_scores_gemma":[0.9940741,0.000011988939,0.00052487955,0.00019548414,0.0003465597,0.000009227574,0.00015568409,0.000032914642,0.004649134],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99911845,0.000034938857,0.00017103547,0.00026278317,0.00013924188,0.0002735528],"domain_scores_gemma":[0.9993423,0.000027083297,0.000081084385,0.0003464654,0.0001274532,0.00007561122],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000052264175,0.00018651894,0.00023683929,0.000029543518,0.0000918666,0.00012313611,0.00013390121,0.0000341768,0.0035762324],"category_scores_gemma":[0.000003253471,0.00014750684,0.00005669107,0.00012912734,0.00004073954,0.00014947072,0.000035986483,0.00008355132,0.00011257335],"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":[0.00015677899,0.00030991764,0.013676245,0.000068472174,0.0004707502,0.00011889206,0.0010694361,0.0050541074,0.8651915,0.095921636,0.015442284,0.002519955],"study_design_scores_gemma":[0.0005925647,0.000092620576,0.0045986976,0.000049684677,0.000049722898,0.0000057434477,0.0009829238,0.000007960312,0.9061278,0.00071380776,0.0864048,0.000373642],"about_ca_topic_score_codex":0.00035313753,"about_ca_topic_score_gemma":0.000021442118,"teacher_disagreement_score":0.09520783,"about_ca_system_score_codex":0.000011070553,"about_ca_system_score_gemma":0.0001130696,"threshold_uncertainty_score":0.99733466},"labels":[],"label_agreement":null},{"id":"W3205846659","doi":"10.26434/chemrxiv.7275704.v1","title":"Deposition Study of Indium Trisguanidinate as a Possible Indium Nitride Precursor","year":2018,"lang":"en","type":"preprint","venue":"ChemRxiv","topic":"GaN-based semiconductor devices and materials","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":"Carleton University","funders":"Knut och Alice Wallenbergs Stiftelse; Linköpings Universitet; Stiftelsen för Strategisk Forskning; Wenner-Gren Stiftelserna","keywords":"X-ray photoelectron spectroscopy; Indium nitride; Indium; Chemical vapor deposition; Materials science; Deposition (geology); Crystallite; X-ray reflectivity; Analytical Chemistry (journal); Thermal stability; Nitride; Physical vapor deposition; Thin film; Chemical engineering; Nanotechnology; Chemistry; Layer (electronics); Optoelectronics; Metallurgy; Environmental chemistry","score_opus":0.021023928117858297,"score_gpt":0.27782982846645904,"score_spread":0.25680590034860074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205846659","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":[0.99337333,0.00007470295,0.000039964885,0.00002235765,0.001113884,0.0012522949,0.00006932742,0.00005934816,0.0039947834],"genre_scores_gemma":[0.99787074,0.0000042438915,0.00014121702,0.000021976404,0.00088017166,0.0002198781,0.00029242656,0.00006333191,0.0005059925],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99790436,0.00011331645,0.0006714219,0.0006594087,0.00028637607,0.0003650881],"domain_scores_gemma":[0.9980002,0.000044361102,0.00084067363,0.00074384524,0.00024295971,0.00012797979],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003011492,0.00044272968,0.0007334791,0.00018488374,0.00010058911,0.00014575043,0.00052349566,0.00022924466,0.0009248965],"category_scores_gemma":[0.00001153269,0.00042501712,0.00021268941,0.00016552392,0.00006409446,0.00010295243,0.00044669575,0.00038993102,0.0001304484],"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":[0.0009039659,0.009549144,0.1943135,0.002359791,0.0033945236,0.000037592017,0.016765866,0.00013100261,0.76205695,0.0007401854,0.0073228963,0.0024245717],"study_design_scores_gemma":[0.0015624971,0.00046911897,0.004056365,0.00028691717,0.00038089632,0.0000012501612,0.0013319745,0.000020076166,0.98612905,0.005046656,0.00017905097,0.0005361715],"about_ca_topic_score_codex":0.0017285428,"about_ca_topic_score_gemma":0.000012595195,"teacher_disagreement_score":0.22407207,"about_ca_system_score_codex":0.000045293567,"about_ca_system_score_gemma":0.00022559961,"threshold_uncertainty_score":0.9999884},"labels":[],"label_agreement":null},{"id":"W3206093968","doi":"10.3390/mi12111284","title":"Impact of III-Nitride/Si Interface Preconditioning on Breakdown Voltage in GaN-on-Silicon HEMT","year":2021,"lang":"en","type":"article","venue":"Micromachines","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Université de Sherbrooke","funders":"École Centrale de Lyon; Centre National de la Recherche Scientifique; Institut National des Sciences Appliquées de Lyon; Fonds de recherche du Québec – Nature et technologies; Université Grenoble Alpes; Université de Sherbrooke; Indian National Science Academy","keywords":"Materials science; Breakdown voltage; Optoelectronics; High-electron-mobility transistor; Substrate (aquarium); Transistor; Silicon; Gallium nitride; Leakage (economics); Silicon nitride; Nitride; Voltage; Electrical engineering; Layer (electronics); Nanotechnology","score_opus":0.010065467987169887,"score_gpt":0.28285310364854166,"score_spread":0.27278763566137176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206093968","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":[0.9956771,0.00009638256,0.000033251476,0.000029744957,0.0002198944,0.00014077374,0.00036146163,0.000020218435,0.0034211827],"genre_scores_gemma":[0.9990258,0.0000026764053,0.000024841516,0.000049917442,0.00015765197,0.0000122683605,0.00021321447,0.000025208488,0.00048841664],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989525,0.000059310798,0.00035671718,0.00030415022,0.0000843185,0.00024302254],"domain_scores_gemma":[0.9993348,0.00010267827,0.00016300671,0.0002824928,0.00005945975,0.000057546204],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000104182334,0.00022802348,0.00037348247,0.000102164064,0.00005029817,0.00006296619,0.0001398716,0.00004696672,0.0021697923],"category_scores_gemma":[0.00001099183,0.00019286467,0.00018590261,0.0001504561,0.000029104056,0.00010260555,0.000034431992,0.00015164063,0.000049527545],"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":[0.000056052755,0.00026194466,0.050653078,0.000028031907,0.00007588161,0.00000405965,0.00033931198,0.0005796663,0.9460293,0.0002216887,0.00054167846,0.0012093085],"study_design_scores_gemma":[0.0010419001,0.00015481754,0.05210112,0.00020801219,0.000017567856,0.000003495868,0.0001732899,0.00005058202,0.94524544,0.00053462037,0.00025138486,0.00021778145],"about_ca_topic_score_codex":0.0022112702,"about_ca_topic_score_gemma":0.00006380657,"teacher_disagreement_score":0.0033487147,"about_ca_system_score_codex":0.000042247804,"about_ca_system_score_gemma":0.00007487431,"threshold_uncertainty_score":0.99874234},"labels":[],"label_agreement":null},{"id":"W3206666890","doi":"10.1117/12.2600872","title":"Efficiency improvement for micro light-emitting diodes with n-doped quantum barriers and single quantum well","year":2021,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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 Waterloo","funders":"","keywords":"Light-emitting diode; Quantum efficiency; Optoelectronics; Quantum well; Diode; Doping; Materials science; Spontaneous emission; Physics; Optics; Laser","score_opus":0.01075276490225123,"score_gpt":0.22750259460794187,"score_spread":0.21674982970569062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206666890","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":[0.9940381,0.00011042423,0.0033683,0.0002641306,0.0002403713,0.00032652292,0.000060207894,0.000030442387,0.0015615254],"genre_scores_gemma":[0.99719596,0.000002243627,0.0015656507,0.00017875443,0.00016770152,0.000042587682,0.000051669445,0.000028632687,0.0007667943],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988582,0.000021651542,0.00026678902,0.00039569428,0.0000966515,0.000360992],"domain_scores_gemma":[0.99935967,0.000060420636,0.00011855639,0.00020851669,0.00010949482,0.00014332467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014757391,0.00020358931,0.00026692837,0.00002884103,0.00019972316,0.00018713613,0.00009140424,0.000032304986,0.00041465726],"category_scores_gemma":[0.000007494284,0.00015394781,0.000068858804,0.00008283576,0.00003477847,0.00010787087,0.000053231848,0.000054369943,0.000006669967],"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":[0.000023067558,0.00008312309,0.0026754795,0.000073073235,0.000059014284,0.0000017305434,0.00022125749,0.000004115107,0.98920596,0.006737317,0.00049003947,0.0004258265],"study_design_scores_gemma":[0.00095557305,0.00025426777,0.00003738003,0.000050248327,0.000057485664,0.0000013862145,0.004268011,0.00036727733,0.98457545,0.00069143146,0.00847689,0.00026458572],"about_ca_topic_score_codex":0.00016569688,"about_ca_topic_score_gemma":0.0000127675685,"teacher_disagreement_score":0.00798685,"about_ca_system_score_codex":0.000015564705,"about_ca_system_score_gemma":0.000099546196,"threshold_uncertainty_score":0.627781},"labels":[],"label_agreement":null},{"id":"W3210036373","doi":"10.26434/chemrxiv.12173640.v2","title":"Epitaxial GaN using Ga(NMe2)3 and NH3 Plasma by Atomic Layer Deposition","year":2020,"lang":"en","type":"preprint","venue":"ChemRxiv","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Carleton University","funders":"","keywords":"Atomic layer deposition; Epitaxy; Materials science; Chemical vapor deposition; Sapphire; Layer (electronics); Optoelectronics; Gallium; Metalorganic vapour phase epitaxy; Wide-bandgap semiconductor; Stoichiometry; Gallium nitride; Deposition (geology); Analytical Chemistry (journal); Nanotechnology; Chemistry; Metallurgy; Optics; Environmental chemistry; Laser","score_opus":0.02804807996609948,"score_gpt":0.2576150800169891,"score_spread":0.2295670000508896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210036373","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":[0.99699396,0.00013652496,0.0008349447,0.00013306297,0.00079257926,0.0002874429,0.00014209103,0.00005418187,0.00062520977],"genre_scores_gemma":[0.9975065,0.000010796548,0.0005408595,0.00009846958,0.0011518411,0.0000274018,0.00055134966,0.00005715278,0.000055626286],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986664,0.000043066477,0.00032048786,0.0005698147,0.00012332117,0.0002768931],"domain_scores_gemma":[0.99922276,0.000026347785,0.00025943664,0.0002756132,0.000053277363,0.00016257711],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000077252276,0.00035099447,0.0004491088,0.000035225814,0.000098378885,0.00020988035,0.00018150239,0.00018254979,0.00037335305],"category_scores_gemma":[0.0000044500334,0.0003645875,0.0001330364,0.000043268075,0.000050397204,0.00008278431,0.00022524597,0.00031970808,0.000036114598],"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":[0.000025875532,0.000044117773,0.0029764823,0.00022300931,0.0001352843,0.0000033273047,0.0002074135,0.00003525416,0.9932828,0.00028696505,0.002294329,0.0004851611],"study_design_scores_gemma":[0.0006334667,0.000019459781,0.00023858825,0.00017324294,0.0001919037,0.000002129549,0.00011796884,0.002475143,0.9905035,0.0031487732,0.0019205571,0.0005752735],"about_ca_topic_score_codex":0.0004909614,"about_ca_topic_score_gemma":0.0000019611064,"teacher_disagreement_score":0.002861808,"about_ca_system_score_codex":0.0000405596,"about_ca_system_score_gemma":0.00008149065,"threshold_uncertainty_score":0.9998806},"labels":[],"label_agreement":null},{"id":"W3210132513","doi":"10.1109/ted.2021.3120970","title":"Simulation Study of a <i>p</i>-GaN HEMT With an Integrated Schottky Barrier Diode","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Electron Devices","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":9,"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":"Fundamental Research Funds for the Central Universities; China Scholarship Council; National Natural Science Foundation of China","keywords":"High-electron-mobility transistor; Schottky diode; Notation; Diode; Topology (electrical circuits); Electrical engineering; Materials science; Mathematics; Physics; Optoelectronics; Transistor; Engineering; Voltage; Arithmetic","score_opus":0.013544098960112758,"score_gpt":0.26772550396914047,"score_spread":0.2541814050090277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210132513","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":[0.9656065,0.000023314393,0.033600774,0.0000143011375,0.00012315232,0.0003048602,0.00006907722,0.000053199426,0.00020479756],"genre_scores_gemma":[0.9994078,0.0000014474269,0.0001652147,0.00005231257,0.000056256675,0.000050325158,0.00004032117,0.000033925033,0.00019238213],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998674,0.00015182838,0.0003108828,0.00037272082,0.00022271,0.00026790117],"domain_scores_gemma":[0.9990878,0.00008158636,0.00014397396,0.00035516973,0.00023473069,0.00009672091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000097918244,0.00022938842,0.00031315407,0.00009977237,0.00015396951,0.000081521386,0.0001318698,0.000046497422,0.0006990264],"category_scores_gemma":[9.59909e-7,0.0001915301,0.00007068686,0.00036803575,0.000025855785,0.00033645867,6.443051e-7,0.00020977088,0.000009057149],"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":[0.0008543228,0.0066233696,0.006172434,0.00009110177,0.001059823,0.00001205811,0.002695852,0.5182825,0.45208886,0.00015334274,0.00001107262,0.011955304],"study_design_scores_gemma":[0.0017595366,0.0018316393,0.0006600687,0.00006220591,0.00028538986,0.0000015507223,0.004322925,0.004701799,0.98525417,0.000066042936,0.00069101434,0.00036365126],"about_ca_topic_score_codex":0.000653124,"about_ca_topic_score_gemma":0.0011458105,"teacher_disagreement_score":0.53316534,"about_ca_system_score_codex":0.00002777428,"about_ca_system_score_gemma":0.00016137084,"threshold_uncertainty_score":0.7810371},"labels":[],"label_agreement":null},{"id":"W3213228493","doi":"10.1109/lmwc.2021.3124078","title":"A New High-Frequency HEMT GaN Extrinsic Capacitance Extraction Technique","year":2021,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Components Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":13,"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":"High-electron-mobility transistor; Capacitance; Transistor; Equivalent circuit; Optoelectronics; Materials science; Electronic engineering; Extraction (chemistry); Gallium nitride; Electrical engineering; Engineering; Physics; Voltage; Chemistry; Electrode; Layer (electronics)","score_opus":0.01467317644748211,"score_gpt":0.22923525544699763,"score_spread":0.21456207899951552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213228493","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":[0.9752065,0.000106499785,0.022504471,0.0007943792,0.0008088532,0.00023422908,0.00004804025,0.000051013132,0.0002460321],"genre_scores_gemma":[0.99581426,0.000020266252,0.0025212234,0.0007382746,0.00054753653,0.000032308035,0.000115227595,0.00003694717,0.00017397282],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986574,0.00007777377,0.00031591786,0.0004531478,0.00014100199,0.0003547389],"domain_scores_gemma":[0.99928725,0.00003852821,0.00016246675,0.00031043496,0.00005288158,0.0001484268],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000078022946,0.00027259905,0.0003351287,0.00007004742,0.0001389744,0.00013750108,0.00013773408,0.00006733351,0.00020437181],"category_scores_gemma":[0.0000010431771,0.0002849321,0.000096587835,0.00013498099,0.000052184743,0.00022922261,0.000018983434,0.00020378045,0.00003215945],"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":[0.000012002,0.00005733776,0.0021690235,0.000034763503,0.00006081864,0.0000402002,0.00009617274,0.000003883538,0.99155855,0.0007839906,0.0017147777,0.0034684502],"study_design_scores_gemma":[0.0005884487,0.000011796982,0.0021411516,0.00011229328,0.000036331385,0.000028777062,0.00006399602,0.0000044189496,0.9947232,0.0007896664,0.0011750645,0.00032482672],"about_ca_topic_score_codex":0.0015497481,"about_ca_topic_score_gemma":0.000022281185,"teacher_disagreement_score":0.020607762,"about_ca_system_score_codex":0.000038606053,"about_ca_system_score_gemma":0.000053282503,"threshold_uncertainty_score":0.9999603},"labels":[],"label_agreement":null},{"id":"W3215070911","doi":"10.1109/pn52152.2021.9597987","title":"210 nm Emitting LEDs Exploiting Compositional Fluctuations in AlGaN Nanowires","year":2021,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"","keywords":"Light-emitting diode; Nanowire; Materials science; Optoelectronics; Substrate (aquarium); Silicon; Diode; Wide-bandgap semiconductor; Alloy; Metallurgy","score_opus":0.01771450041149223,"score_gpt":0.26103830234995246,"score_spread":0.24332380193846023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215070911","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":[0.9811151,0.000027186095,0.0007244452,0.00028783953,0.000185977,0.000063531865,0.00003126667,0.00002881689,0.017535828],"genre_scores_gemma":[0.99646854,8.0148175e-7,0.0021705497,0.0001816026,0.0002987682,0.000020453786,0.0002821487,0.000012363481,0.0005647407],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992033,0.000047530924,0.00026140735,0.00019297018,0.00009913787,0.00019561022],"domain_scores_gemma":[0.999613,0.00008806053,0.000059640806,0.000119807126,0.00007383116,0.000045681685],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000104748666,0.00010110843,0.00014960059,0.00004196514,0.00011101156,0.00009099203,0.00006931252,0.000023378007,0.0039183456],"category_scores_gemma":[0.0000074165923,0.00010145269,0.000059935584,0.00012541524,0.000015296298,0.00014562621,0.00004568169,0.000072820265,0.00005012385],"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":[0.0000019229738,0.0000829735,0.026802922,0.000012555971,0.000025540174,0.0000049022756,0.0003058815,0.00008120458,0.9248971,0.04572542,0.00029295968,0.0017666435],"study_design_scores_gemma":[0.00087060255,0.000014619068,0.016457155,0.00013382586,0.000023326162,0.000003818241,0.0053573945,0.0007118784,0.96501255,0.008186781,0.0028581368,0.0003699093],"about_ca_topic_score_codex":0.00037890815,"about_ca_topic_score_gemma":0.000042230942,"teacher_disagreement_score":0.04011548,"about_ca_system_score_codex":0.000015913514,"about_ca_system_score_gemma":0.000081852195,"threshold_uncertainty_score":0.99699223},"labels":[],"label_agreement":null},{"id":"W3215106207","doi":"10.1109/pn52152.2021.9597929","title":"Deep Ultraviolet Light Emission from AlGaN Nanowires with Graphene Electrode","year":2021,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McGill University","funders":"","keywords":"Materials science; Optoelectronics; Ultraviolet; Graphene; Electrode; Nanowire; Light-emitting diode; Diode; Electrical conductor; Monolayer; Ultraviolet light; Wide-bandgap semiconductor; Light emission; Nanotechnology; Composite material; Chemistry","score_opus":0.0058755201968332,"score_gpt":0.2117405644000731,"score_spread":0.2058650442032399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215106207","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":[0.9903445,0.00016245902,0.0015966884,0.00026810582,0.00013902657,0.00007931511,0.000029351706,0.000049894457,0.0073306053],"genre_scores_gemma":[0.9968572,0.000007501289,0.0010911545,0.0002144625,0.00028515008,0.000012457357,0.00035169206,0.000024374169,0.0011559653],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990679,0.000040766896,0.00017513239,0.00032590705,0.0001262939,0.00026399927],"domain_scores_gemma":[0.99943244,0.00002802892,0.000067152265,0.0002862597,0.000073279545,0.00011285634],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000035471458,0.0001783982,0.00022118528,0.00002277397,0.00008992589,0.00009503407,0.000113728165,0.00003848623,0.004791575],"category_scores_gemma":[0.0000015487801,0.00012645633,0.00007176746,0.00011862666,0.000014658939,0.000093804665,0.00002298766,0.000077093064,0.00003697938],"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":[0.000018961708,0.00007428611,0.018077023,0.0000049650776,0.00006243974,0.000006385612,0.00009960798,0.000004262037,0.9771463,0.0019327515,0.0010194567,0.0015535224],"study_design_scores_gemma":[0.00046068348,0.000036261612,0.0015056038,0.000036342182,0.000045393488,0.0000012134839,0.00035863972,0.000028036187,0.9867589,0.0027118125,0.007845282,0.00021186567],"about_ca_topic_score_codex":0.0008584845,"about_ca_topic_score_gemma":0.00006620431,"teacher_disagreement_score":0.01657142,"about_ca_system_score_codex":0.0000075281573,"about_ca_system_score_gemma":0.0000705571,"threshold_uncertainty_score":0.9961182},"labels":[],"label_agreement":null},{"id":"W3216085392","doi":"10.1109/pn52152.2021.9597930","title":"Molecular Beam Epitaxy Growth and Characterization of AlGaN Epilayer in the Nitrogen-rich Condition on Si Substrate","year":2021,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"","keywords":"Molecular beam epitaxy; Nitrogen; Materials science; Optoelectronics; Substrate (aquarium); Epitaxy; Characterization (materials science); Nanotechnology; Chemistry; Biology; Layer (electronics)","score_opus":0.009744104102478118,"score_gpt":0.22711665947698184,"score_spread":0.21737255537450373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216085392","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":[0.9980608,0.00001191268,0.00011069584,0.00019031546,0.000050923896,0.00013169149,0.000063903855,0.0000055509204,0.0013741772],"genre_scores_gemma":[0.99916875,0.0000050189155,0.000021292075,0.00028930858,0.000041698393,0.000015291444,0.00043593036,0.000008251718,0.000014441607],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994015,0.00007283036,0.00018230743,0.00014807645,0.000086011525,0.00010923672],"domain_scores_gemma":[0.9996945,0.00003018615,0.00008340018,0.000121855854,0.000048006736,0.000022020135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000092763774,0.00009176103,0.00013399108,0.000030815016,0.000027933751,0.000042203592,0.000055409007,0.00002587357,0.00028064311],"category_scores_gemma":[0.000002768004,0.00006877563,0.000030376712,0.0001054997,0.000018280492,0.000081464575,0.000011774013,0.000048582577,0.00000519847],"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":[0.0000051031293,0.00007344668,0.0152244335,0.000016416612,0.000016541924,0.000003298904,0.00014074563,0.0000025601653,0.9572048,0.027210891,0.000005179648,0.00009656126],"study_design_scores_gemma":[0.00026593663,0.000031827025,0.029983826,0.000015220922,0.000015832868,7.8973704e-7,0.0002897002,0.000012439715,0.96619284,0.0030836086,0.00003171781,0.000076246644],"about_ca_topic_score_codex":0.00007999156,"about_ca_topic_score_gemma":0.0000029768307,"teacher_disagreement_score":0.024127284,"about_ca_system_score_codex":0.0000031030677,"about_ca_system_score_gemma":0.000021584658,"threshold_uncertainty_score":0.3072845},"labels":[],"label_agreement":null},{"id":"W3216177761","doi":"10.1109/pn52152.2021.9597951","title":"Light Extraction Efficiency of 225 nm Emitting AlGaN Nanowire LEDs with a Honeycomb Lattice","year":2021,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McGill University","funders":"","keywords":"Light-emitting diode; Materials science; Optoelectronics; Nanowire; Lattice (music); Ultraviolet; Wide-bandgap semiconductor; Physics","score_opus":0.009492061314368614,"score_gpt":0.24316724949470458,"score_spread":0.23367518818033597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216177761","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":[0.97192144,0.000068093694,0.0010778581,0.00013439308,0.00022329358,0.000121028876,0.000006979492,0.000030102588,0.026416834],"genre_scores_gemma":[0.99667233,0.0000015896444,0.0012279208,0.00004411767,0.00013333319,0.000010469696,0.000021854568,0.000016841737,0.0018715167],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990937,0.000046420235,0.00028107443,0.00023294626,0.00014611437,0.00019970363],"domain_scores_gemma":[0.99931294,0.00006401335,0.00018196127,0.0002332645,0.0001504332,0.000057380847],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013811424,0.0001389494,0.00027674958,0.000034725414,0.00008117531,0.00005492977,0.00008661811,0.000034896595,0.0015409953],"category_scores_gemma":[0.000006131751,0.00010443957,0.000082330924,0.00018078153,0.000015745181,0.00014717759,0.000030292238,0.00007756863,0.000023834225],"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":[0.000020572528,0.00021317358,0.0074318512,0.000057965844,0.000071310336,0.0000044848894,0.0003184423,0.000014726929,0.98368543,0.006480459,0.00013046719,0.0015711242],"study_design_scores_gemma":[0.00087667775,0.00005467386,0.0006691676,0.000084391475,0.000069316986,0.0000033644005,0.0015810266,0.00008116552,0.99383974,0.00015166243,0.0024246434,0.00016416916],"about_ca_topic_score_codex":0.0002942884,"about_ca_topic_score_gemma":0.000016418979,"teacher_disagreement_score":0.02475094,"about_ca_system_score_codex":0.000008956126,"about_ca_system_score_gemma":0.000109439905,"threshold_uncertainty_score":0.9993717},"labels":[],"label_agreement":null},{"id":"W3216458133","doi":"10.1109/pn52152.2021.9597990","title":"AlGaN Deep Ultraviolet Lasers at 287 nm by Molecular Beam Epitaxy","year":2021,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"","keywords":"Lasing threshold; Molecular beam epitaxy; Ultraviolet; Optoelectronics; Laser; Materials science; Heterojunction; Epitaxy; Semiconductor laser theory; Optics; Physics; Nanotechnology; Semiconductor","score_opus":0.005341425285387982,"score_gpt":0.2163484000480781,"score_spread":0.21100697476269012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216458133","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":[0.9860818,0.00017103425,0.0008085195,0.00022479496,0.00024532175,0.00010661514,0.00015816341,0.000041212068,0.012162558],"genre_scores_gemma":[0.9937767,0.0000052853993,0.00038614127,0.0007519941,0.00010887431,0.000018074741,0.00073017436,0.000029771434,0.0041930038],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989567,0.00004161169,0.00021834893,0.00033104076,0.00013250494,0.0003198142],"domain_scores_gemma":[0.9993728,0.000028865228,0.000068794885,0.00032177084,0.00006283066,0.00014496491],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000064412976,0.00018814587,0.00022811387,0.000017889273,0.0000836415,0.00007774778,0.00013615789,0.000048103273,0.010068116],"category_scores_gemma":[0.0000034137925,0.00017487924,0.00012830425,0.000083851955,0.000028010822,0.00007485901,0.0000627434,0.00007075793,0.000319811],"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":[0.0000042519637,0.000076269665,0.0017416149,0.000010781829,0.00006847514,0.000017212351,0.000044549,0.000020671072,0.9891944,0.0016487539,0.006391844,0.00078117725],"study_design_scores_gemma":[0.00040510573,0.000018990335,0.00018194698,0.00001016208,0.00003601426,0.0000024472279,0.0003932097,0.000016587444,0.9628681,0.00055931957,0.03527171,0.00023641763],"about_ca_topic_score_codex":0.00038408526,"about_ca_topic_score_gemma":0.000016284552,"teacher_disagreement_score":0.02887987,"about_ca_system_score_codex":0.000022243743,"about_ca_system_score_gemma":0.000038102764,"threshold_uncertainty_score":0.9908368},"labels":[],"label_agreement":null},{"id":"W34907196","doi":"10.1038/s41467-021-27592-y","title":"Cleaved-Facet Group-III Nitride Lasers","year":2000,"lang":"en","type":"article","venue":"Nature Communications","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":6,"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":"Natural Environment Research Council","keywords":"Facet (psychology); Laser; Nitride; Group (periodic table); Materials science; Optoelectronics; Optics; Chemistry; Nanotechnology; Physics; Layer (electronics); Psychology","score_opus":0.014768965432091063,"score_gpt":0.27747370610683764,"score_spread":0.2627047406747466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W34907196","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":[0.9101975,0.0010859077,0.00002240161,0.0017945097,0.00022264234,0.00028407626,0.0002215961,0.000114395225,0.08605699],"genre_scores_gemma":[0.9963172,0.000100486366,0.0012886758,0.00055945246,0.00016484252,0.00004186044,0.0005510747,0.000020309684,0.00095608947],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992435,0.00008921182,0.00020908017,0.00016256682,0.00009665401,0.0001989969],"domain_scores_gemma":[0.99832267,0.0000786037,0.00007158774,0.0013939611,0.000054432006,0.00007877078],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012650044,0.00013540083,0.00016405722,0.000040040948,0.0002780088,0.00007393664,0.000846255,0.0001111804,0.0034979547],"category_scores_gemma":[0.0000042043994,0.00012838516,0.00009222377,0.00017058146,0.000073243566,0.000105804815,0.00009027636,0.0004993434,0.0003163229],"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":[0.00012424817,0.0016008655,0.03213455,0.000049928218,0.0007219762,0.0000032620287,0.0020834142,0.00017701632,0.14114851,0.5447991,0.17337582,0.10378132],"study_design_scores_gemma":[0.0008913398,0.000026948672,0.0050075343,0.000034472065,0.00007369781,0.0000013252143,0.0004566919,0.00014634288,0.0073954514,0.004038132,0.9815596,0.00036850054],"about_ca_topic_score_codex":0.00038625207,"about_ca_topic_score_gemma":0.00011636424,"teacher_disagreement_score":0.8081837,"about_ca_system_score_codex":0.000017233077,"about_ca_system_score_gemma":0.000029533208,"threshold_uncertainty_score":0.997413},"labels":[],"label_agreement":null},{"id":"W4200527933","doi":"10.1002/eng2.12489","title":"Comparison of the parasitic impedances from the drain‐source path of power transistor packages at up to 2 GHz","year":2021,"lang":"en","type":"article","venue":"Engineering Reports","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Infineon Technologies (Canada)","funders":"Horizon 2020 Framework Programme; Electronic Components and Systems for European Leadership; European Commission","keywords":"Parasitic element; High-electron-mobility transistor; Parasitic extraction; Transistor; Electrical impedance; Inductance; Power (physics); Optoelectronics; Materials science; Electronic engineering; Electrical engineering; Computer science; Physics; Engineering; Voltage","score_opus":0.009482290561306232,"score_gpt":0.24429355559490212,"score_spread":0.2348112650335959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200527933","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":[0.99795866,0.0003651828,0.00044076133,0.000088137385,0.00088001014,0.00011036879,0.000051119852,0.000013076398,0.0000927064],"genre_scores_gemma":[0.99960816,6.9850563e-7,0.000076815166,0.000020062791,0.00009606964,0.0000094648085,0.000017151815,0.0000158783,0.00015572037],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99917454,0.000019945699,0.00035828122,0.00016278276,0.00015097835,0.0001334639],"domain_scores_gemma":[0.9991951,0.00012972906,0.00017912059,0.00041057318,0.00004580464,0.000039672283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010587468,0.00011420814,0.0002692377,0.000009735415,0.000041857344,0.000015801386,0.000100082936,0.000023232313,0.00023456095],"category_scores_gemma":[0.000029212086,0.000074128206,0.0001271282,0.00008575227,0.000019239864,0.000024848503,0.00003077807,0.00006270701,0.0000012831397],"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":[0.000004072572,0.000034686414,0.1239035,0.000033609296,0.00009143674,0.0000055223773,0.004298133,0.008990409,0.86170924,0.00007842845,0.0006773867,0.00017358248],"study_design_scores_gemma":[0.00008555543,0.00001593974,0.06714086,0.00013027474,0.00005585819,0.0000032663359,0.00083683396,0.00008775762,0.9215611,0.000039142862,0.009921901,0.00012150362],"about_ca_topic_score_codex":0.00022965104,"about_ca_topic_score_gemma":0.000008547666,"teacher_disagreement_score":0.059851866,"about_ca_system_score_codex":0.000012976172,"about_ca_system_score_gemma":0.00003578435,"threshold_uncertainty_score":0.30228606},"labels":[],"label_agreement":null},{"id":"W4200548099","doi":"10.3390/electronics11010042","title":"Circuit Techniques in GaN Technology for High-Temperature Environments","year":2021,"lang":"en","type":"article","venue":"Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; National Research Council Canada; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electronic circuit; Integrated circuit; Resistor; Electronic engineering; Electronics; NAND gate; Capacitor; Logic gate; Integrated injection logic; Digital electronics; Materials science; Electrical engineering; Computer science; Voltage; Engineering; Pass transistor logic","score_opus":0.006471246936156068,"score_gpt":0.22488632835623287,"score_spread":0.21841508142007682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200548099","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":[0.99746335,0.0010502399,0.00024463967,0.00037024263,0.00011465549,0.0002781439,0.0000525173,0.000044344124,0.00038189147],"genre_scores_gemma":[0.99821526,0.00006711579,0.0004112915,0.0001088464,0.00014851282,0.00013849146,0.00019756972,0.000025511596,0.00068742636],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991058,0.000020354555,0.00017821672,0.00026623358,0.00006138939,0.00036797562],"domain_scores_gemma":[0.9996415,0.000017663006,0.000058869908,0.00023507286,0.0000196739,0.000027226442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008045255,0.00013334632,0.00020278375,0.00006359922,0.000050103863,0.000033078875,0.00012908326,0.00010797276,0.00023755248],"category_scores_gemma":[0.000004402556,0.00013796896,0.000046815505,0.00015243962,0.000019381829,0.000056078636,0.000024004557,0.00017641106,0.000009656538],"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":[0.000004489113,0.00007876367,0.0015526209,0.000010398713,0.000024180717,0.0000021980657,0.00002079155,0.000001943046,0.9379246,0.05548696,0.00025229837,0.004640763],"study_design_scores_gemma":[0.00029042893,0.000054859855,0.000091885595,0.000014117929,0.000011452824,0.0000012357269,0.00005403023,0.0000010359416,0.8743372,0.0387077,0.08630318,0.00013287662],"about_ca_topic_score_codex":0.000009448812,"about_ca_topic_score_gemma":0.000020541116,"teacher_disagreement_score":0.08605088,"about_ca_system_score_codex":0.00006435488,"about_ca_system_score_gemma":0.00011318591,"threshold_uncertainty_score":0.5626211},"labels":[],"label_agreement":null},{"id":"W4205215187","doi":"10.1002/adfm.202111920","title":"Low‐Energy UV Ultrafast Laser Controlled Lift‐Off for High‐Quality Flexible GaN‐Based Device","year":2022,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Education and Child Care","funders":"National Natural Science Foundation of China","keywords":"Materials science; Optoelectronics; Gallium nitride; Laser; Indium gallium nitride; Optics; Nanotechnology; Layer (electronics)","score_opus":0.019053634881731053,"score_gpt":0.26237119824881483,"score_spread":0.24331756336708377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205215187","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":[0.9838129,0.00004167041,0.00537277,0.0003153137,0.0043229437,0.000893088,0.004473175,0.00014634724,0.0006217801],"genre_scores_gemma":[0.98876524,0.000001943394,0.00042099226,0.0014311381,0.0011369012,0.00267223,0.0036140122,0.00007220559,0.0018853628],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99739057,0.0002867108,0.00083541777,0.00059261237,0.00037691495,0.000517779],"domain_scores_gemma":[0.9982192,0.0005004698,0.00054468063,0.00038289095,0.00022216784,0.00013057474],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005954793,0.00037693008,0.0008228165,0.000100463905,0.0005606357,0.00012817458,0.00024039857,0.000054904038,0.017152937],"category_scores_gemma":[0.000034238707,0.00036061683,0.00023512465,0.00015805621,0.00004654451,0.00024656265,0.000050797655,0.00009011687,0.000048542348],"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":[0.0036850285,0.0003375493,0.00013547615,0.00006636621,0.0001628471,9.643198e-7,0.000013768804,0.010677371,0.9589725,0.024194945,0.0010328032,0.00072034093],"study_design_scores_gemma":[0.0098367045,0.00022877754,0.00051405164,0.000019969395,0.00008585093,9.0068147e-7,0.00018186664,0.00002177261,0.9541883,0.0061449152,0.028326843,0.00045007272],"about_ca_topic_score_codex":0.0002645151,"about_ca_topic_score_gemma":0.000006668358,"teacher_disagreement_score":0.02729404,"about_ca_system_score_codex":0.000091372385,"about_ca_system_score_gemma":0.00018806082,"threshold_uncertainty_score":0.9998846},"labels":[],"label_agreement":null},{"id":"W4206850209","doi":"","title":"Normally-OFF GaN HEMT Fabrication Using Soft and Selective Etching of the Si3N4 Cap Layer","year":2018,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"GaN-based semiconductor devices and materials","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Etching (microfabrication); Fabrication; High-electron-mobility transistor; Materials science; Optoelectronics; Layer (electronics); Gallium nitride; Wide-bandgap semiconductor; Transistor; Electrical engineering; Nanotechnology; Engineering","score_opus":0.016959465165476455,"score_gpt":0.2412641296683071,"score_spread":0.22430466450283065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206850209","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":[0.9698469,0.00027815753,0.019041464,0.00048487674,0.00027352915,0.0004036424,0.00012212168,0.000036106056,0.009513213],"genre_scores_gemma":[0.99524003,0.000019584417,0.0039545535,0.00003680756,0.000078466306,0.000020668447,0.00010881293,0.00003189612,0.00050915795],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9970842,0.0015967543,0.00041080965,0.00045231188,0.0002160302,0.00023988597],"domain_scores_gemma":[0.9963326,0.0003341704,0.00074818096,0.0010513476,0.0014568929,0.000076809345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001713824,0.0002458994,0.00031176952,0.00007239304,0.00033094734,0.00020748773,0.0006065211,0.00012369904,0.00017826536],"category_scores_gemma":[0.00012383431,0.0002141321,0.00013844512,0.0001533342,0.00018373619,0.000115137336,0.0007433629,0.0003127659,0.0000048027587],"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":[0.000030875737,0.0007002019,0.092859454,0.00050023186,0.00046221915,4.614785e-7,0.030914877,0.00045101842,0.83178216,0.01923357,0.001131339,0.021933598],"study_design_scores_gemma":[0.00041665262,4.881494e-7,0.014313984,0.00125992,0.000120560646,0.0000017594164,0.0003601116,0.010440305,0.96442217,0.006038221,0.0021990037,0.00042684688],"about_ca_topic_score_codex":0.00502712,"about_ca_topic_score_gemma":0.00027573959,"teacher_disagreement_score":0.13263999,"about_ca_system_score_codex":0.000049006554,"about_ca_system_score_gemma":0.00028269208,"threshold_uncertainty_score":0.87320536},"labels":[],"label_agreement":null},{"id":"W4206868937","doi":"","title":"Simulation of a Normally off GaN Vertical Fin Power Fet Transistor to Study Its Breakdown Mechanism","year":2018,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"GaN-based semiconductor devices and materials","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Mechanism (biology); Fin; Transistor; Materials science; Power semiconductor device; Power (physics); Optoelectronics; Electronic engineering; Computer science; Electrical engineering; Physics; Engineering; Voltage; Composite material","score_opus":0.015811939624751747,"score_gpt":0.24979052283632522,"score_spread":0.23397858321157347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206868937","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":[0.94958913,0.00005406805,0.04297182,0.000703789,0.00032091068,0.0009666943,0.00026392157,0.00006600292,0.0050636604],"genre_scores_gemma":[0.9964566,0.0000036116337,0.0024942192,0.00005132852,0.000046800986,0.00007065168,0.00027793515,0.000045484518,0.0005533741],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9961022,0.0019073362,0.0006719477,0.0006344662,0.00037870544,0.00030533635],"domain_scores_gemma":[0.99583596,0.0005110772,0.00030578877,0.001343337,0.001806215,0.00019761432],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002114322,0.00033224022,0.0005007347,0.0001425052,0.00016673356,0.00017646466,0.0007944062,0.00014892672,0.001157626],"category_scores_gemma":[0.00016489903,0.0003437553,0.00020513228,0.00017155857,0.00006151353,0.000097415556,0.00043930032,0.00025859728,0.00006432862],"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":[0.0005799015,0.016994085,0.009235372,0.0008333346,0.00207423,0.000015148188,0.1668919,0.0076830955,0.63831216,0.11073064,0.0012406147,0.0454095],"study_design_scores_gemma":[0.002755098,0.000015414927,0.014840684,0.0017212873,0.0004541217,0.000001308336,0.0011254975,0.023363031,0.94271874,0.006074306,0.005466809,0.0014637021],"about_ca_topic_score_codex":0.00091716164,"about_ca_topic_score_gemma":0.0004125481,"teacher_disagreement_score":0.30440658,"about_ca_system_score_codex":0.000049117705,"about_ca_system_score_gemma":0.00019834966,"threshold_uncertainty_score":0.9999015},"labels":[],"label_agreement":null},{"id":"W4206885830","doi":"","title":"Characterization and modeling of transient self-heating in GaN HEMTs","year":2017,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"GaN-based semiconductor devices and materials","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Transient (computer programming); Materials science; Optoelectronics; Transient analysis; Wide-bandgap semiconductor; Characterization (materials science); Gallium nitride; Degradation (telecommunications); Nuclear engineering; Computer science; Electronic engineering; Transient response; Electrical engineering; Nanotechnology; Engineering; Layer (electronics)","score_opus":0.019509431142327685,"score_gpt":0.24104354818052295,"score_spread":0.22153411703819526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206885830","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":[0.9603113,0.00011781237,0.03346664,0.0004708482,0.0001248557,0.00031299013,0.00011179318,0.000035347726,0.0050483993],"genre_scores_gemma":[0.9949795,0.00009409098,0.003966472,0.000008925052,0.000026743815,0.00003174568,0.0006465384,0.00002507209,0.00022093901],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979352,0.0008507728,0.00046318956,0.00041018004,0.00015008931,0.00019059755],"domain_scores_gemma":[0.99795115,0.00013244971,0.0005092169,0.00083557307,0.0005000702,0.00007155954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016949415,0.00020405,0.00035633607,0.0001040618,0.00014464023,0.00021659578,0.00039669964,0.000110836154,0.00005728818],"category_scores_gemma":[0.000050334093,0.0002224448,0.00008221836,0.000058032307,0.000050606028,0.00012528311,0.0002471031,0.00023632798,0.0000015908792],"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":[0.00003127928,0.0013272065,0.04834515,0.0016275957,0.00023446782,0.0000025495713,0.057584204,0.001981707,0.78515434,0.04111333,0.000016076216,0.06258207],"study_design_scores_gemma":[0.0016701373,9.1494826e-7,0.013785156,0.007717883,0.00014039813,0.0000017852647,0.0005714227,0.46636203,0.5013934,0.0063424227,0.0010328813,0.0009816136],"about_ca_topic_score_codex":0.0031223553,"about_ca_topic_score_gemma":0.00026912327,"teacher_disagreement_score":0.46438032,"about_ca_system_score_codex":0.000025247708,"about_ca_system_score_gemma":0.00012211557,"threshold_uncertainty_score":0.90710354},"labels":[],"label_agreement":null},{"id":"W4210332913","doi":"10.1063/5.0080240","title":"A cost-effective technology to improve power performance of nanoribbons GaN HEMTs","year":2022,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"LabEx GANEX; Agence Nationale de la Recherche","keywords":"Materials science; High-electron-mobility transistor; Transconductance; Optoelectronics; Heterojunction; Transistor; Wide-bandgap semiconductor; Gallium nitride; Layer (electronics); Voltage; Electrical engineering; Nanotechnology","score_opus":0.006844587520239556,"score_gpt":0.22972933293369577,"score_spread":0.2228847454134562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210332913","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":[0.99584055,0.0000031625523,0.00052702747,0.00029648998,0.00033100203,0.0013613508,0.0001871629,0.000042398442,0.0014108826],"genre_scores_gemma":[0.996734,1.269797e-7,0.00017409289,0.0009538068,0.00013549322,0.0018957531,0.000049124028,0.00003354772,0.000024039584],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989345,0.000021155345,0.00020881263,0.00033005717,0.00017127891,0.00033421253],"domain_scores_gemma":[0.9993416,0.000035755176,0.00016498499,0.0003705581,0.000029159575,0.000057959216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000093807605,0.00019591108,0.00029794694,0.0000801595,0.00016365439,0.000016057265,0.0002888911,0.00002211651,0.00021167292],"category_scores_gemma":[6.7761476e-7,0.00020769441,0.00007703732,0.00037855754,0.000058337944,0.0000512939,0.00017356733,0.0001985788,0.000036708334],"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":[0.00004823275,0.000102531674,0.001428417,0.000016103579,0.00006968223,4.8689094e-7,0.00042703262,0.0011289867,0.980189,0.0091019645,0.0007047139,0.006782793],"study_design_scores_gemma":[0.0005892138,0.00016200927,0.0002809063,0.0000071636623,0.000031098876,3.7706766e-7,0.0005362918,0.000016711238,0.98945665,0.00044451735,0.008196871,0.0002781937],"about_ca_topic_score_codex":0.00004966559,"about_ca_topic_score_gemma":2.7091346e-7,"teacher_disagreement_score":0.009267591,"about_ca_system_score_codex":0.000051050683,"about_ca_system_score_gemma":0.00003031313,"threshold_uncertainty_score":0.8469532},"labels":[],"label_agreement":null},{"id":"W4210681648","doi":"10.3390/computation10020022","title":"Length-Gauge Optical Matrix Elements in WIEN2k","year":2022,"lang":"en","type":"article","venue":"Computation","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"WIEN2k; Gauge (firearms); Matrix (chemical analysis); Physics; Materials science; Composite material; Metallurgy; Quantum mechanics","score_opus":0.015553273394140895,"score_gpt":0.28664564414808075,"score_spread":0.2710923707539398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210681648","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":[0.99674976,0.000017229731,0.0014570992,0.00007300304,0.0003260954,0.00014181166,0.00003408674,0.000016787802,0.0011841464],"genre_scores_gemma":[0.9987486,1.7512099e-7,0.00073972275,0.000045484652,0.000089762594,0.00003534875,0.0002441794,0.0000084543335,0.000088283596],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99939495,0.000047940513,0.00018592924,0.00013191592,0.00011018845,0.00012905568],"domain_scores_gemma":[0.9998153,0.000024501518,0.0000602546,0.00006006331,0.000013987261,0.00002593783],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013902149,0.00006256064,0.000090865185,0.00005055662,0.00007447834,0.000028044715,0.00007165022,0.000008110022,0.00095615175],"category_scores_gemma":[0.0000013383811,0.000068980546,0.00002635035,0.00009529817,0.000007157462,0.00006654052,0.000057956368,0.00007099532,0.000034483946],"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":[0.0002083769,0.001940191,0.25435558,0.00014346887,0.00017799831,0.000036714515,0.0040399935,0.09526186,0.19981629,0.28004444,0.011095281,0.15287982],"study_design_scores_gemma":[0.023540406,0.0018032695,0.20352285,0.00016259197,0.00026670552,0.000018587456,0.017072504,0.22523598,0.07303889,0.29786992,0.1535225,0.0039457832],"about_ca_topic_score_codex":0.000099543206,"about_ca_topic_score_gemma":0.0000018084081,"teacher_disagreement_score":0.14893404,"about_ca_system_score_codex":0.00003430137,"about_ca_system_score_gemma":0.00002365412,"threshold_uncertainty_score":0.9999571},"labels":[],"label_agreement":null},{"id":"W4212845531","doi":"10.1063/5.0082860","title":"Micro-Raman characterization of homo-epitaxial n doped GaN layers for vertical device applications","year":2022,"lang":"en","type":"article","venue":"AIP Advances","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"LabEx GANEX; Agence Nationale de la Recherche","keywords":"Doping; Raman spectroscopy; Materials science; Epitaxy; Charge carrier; Silicon; Analytical Chemistry (journal); Condensed matter physics; Phonon; Optoelectronics; Spectroscopy; Characterization (materials science); Optics; Nanotechnology; Chemistry; Physics; Layer (electronics)","score_opus":0.012234863183780609,"score_gpt":0.26508194534841756,"score_spread":0.25284708216463697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212845531","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":[0.99105823,0.00007032119,0.00709167,0.00014727614,0.00023312305,0.0005271816,0.00056841056,0.000020826517,0.00028296723],"genre_scores_gemma":[0.9978733,0.0000054722686,0.000473519,0.00011251262,0.00022284899,0.0005859125,0.0006330278,0.000015503567,0.00007789591],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99931365,0.000029735913,0.00022311973,0.00018638952,0.000089038185,0.0001580363],"domain_scores_gemma":[0.9996003,0.00004872024,0.00010874105,0.00015123599,0.00005207497,0.000038916165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008218789,0.00009391742,0.00016501099,0.00003293691,0.0001779898,0.000020543068,0.00015593659,0.000013090779,0.0003742211],"category_scores_gemma":[0.0000022652537,0.00009531767,0.00006565103,0.00010561602,0.000030523348,0.00013627046,0.000033477132,0.000047702488,0.000006326883],"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":[0.000035685935,0.00010891325,0.004121578,0.000042852873,0.00002615585,7.651621e-8,0.00011443641,0.000045024022,0.9860017,0.005868795,0.00004537907,0.0035894234],"study_design_scores_gemma":[0.00081565033,0.00015307167,0.00248598,0.000011024855,0.00007336734,5.676075e-7,0.0007943403,0.00009972238,0.62831324,0.0027156745,0.3642806,0.00025675475],"about_ca_topic_score_codex":0.000039882736,"about_ca_topic_score_gemma":0.0000030741576,"teacher_disagreement_score":0.36423522,"about_ca_system_score_codex":0.00001565575,"about_ca_system_score_gemma":0.000037222904,"threshold_uncertainty_score":0.40974584},"labels":[],"label_agreement":null},{"id":"W4213319434","doi":"10.1109/jqe.2022.3151965","title":"III-Nitride Nanostructures for High Efficiency Micro-LEDs and Ultraviolet Optoelectronics","year":2022,"lang":"en","type":"article","venue":"IEEE Journal of Quantum Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":26,"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":"Army Research Office; Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Light-emitting diode; Optoelectronics; Materials science; Diode; Nitride; Ultraviolet; Gallium nitride; Dopant; Molecular beam epitaxy; Laser; Wide-bandgap semiconductor; Microscale chemistry; Nanostructure; Nanotechnology; Optics; Epitaxy; Doping","score_opus":0.008141567666231971,"score_gpt":0.24390710360951603,"score_spread":0.23576553594328406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213319434","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":[0.99221,0.0025689148,0.00346398,0.00022919882,0.0010552516,0.0002782885,0.00016327688,0.000011641679,0.000019498853],"genre_scores_gemma":[0.99865496,0.00012709487,0.0002990335,0.00018290088,0.0005741713,0.000020118554,0.00003224599,0.000042414154,0.000067068904],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998067,0.00010429994,0.0006551876,0.00023562276,0.00029599312,0.0006418676],"domain_scores_gemma":[0.9986473,0.00015142177,0.00071958883,0.00018262301,0.0001797291,0.0001193644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006366,0.0002577821,0.00050237746,0.0001526592,0.00040326844,0.00009093745,0.0003963769,0.000048347298,0.00017368578],"category_scores_gemma":[0.000010403456,0.00023247392,0.00020249252,0.00016853165,0.000048798694,0.00012906762,0.00003718356,0.0005388874,6.849073e-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":[0.00036777926,0.00015736757,0.00029525766,0.000030646755,0.00019790418,0.000004077699,0.00019501429,0.0012194373,0.96744055,0.027149713,0.0018514765,0.0010907594],"study_design_scores_gemma":[0.004413512,0.0034017642,0.00012280724,0.000034336153,0.00035956156,0.00020844702,0.0005408716,0.0006212211,0.9066369,0.049378987,0.03366816,0.0006134643],"about_ca_topic_score_codex":0.00006769063,"about_ca_topic_score_gemma":0.0000030801586,"teacher_disagreement_score":0.0608037,"about_ca_system_score_codex":0.00013672243,"about_ca_system_score_gemma":0.00057128054,"threshold_uncertainty_score":0.9480011},"labels":[],"label_agreement":null},{"id":"W4220925273","doi":"10.1016/j.mssp.2022.106614","title":"Analysis using a two-layer model of the transport properties of InGaN epilayers grown on GaN template substrate","year":2022,"lang":"en","type":"article","venue":"Materials Science in Semiconductor Processing","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universiti Sains Malaysia; Providence Health Care","keywords":"Materials science; Layer (electronics); Substrate (aquarium); Optoelectronics; Nanotechnology","score_opus":0.0606312568130904,"score_gpt":0.2792827107152761,"score_spread":0.2186514539021857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220925273","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":[0.9989573,0.000022374985,0.000032582342,0.00001904395,0.00035136714,0.00030513425,0.00018883454,0.000014745424,0.000108614586],"genre_scores_gemma":[0.9996698,4.497086e-7,0.00016595778,0.000037388025,0.000039661154,0.000033003256,0.000008302781,0.00002443365,0.000021020958],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974482,0.00013383338,0.0008609008,0.00050981424,0.00059774687,0.00044950558],"domain_scores_gemma":[0.9986287,0.0000141608025,0.0007524556,0.00040402354,0.00014053601,0.00006015333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013941583,0.00025056564,0.0005967411,0.00042816362,0.0004360303,0.00009877165,0.00082821585,0.000028649463,0.00027574858],"category_scores_gemma":[0.00001005339,0.00018605185,0.0001275566,0.0016680689,0.00046478095,0.0005118634,0.00012270366,0.00015195996,3.92804e-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":[0.000042516444,0.000082964296,0.01736169,0.000086749926,0.000023837692,4.1518368e-7,0.0025030724,0.09819048,0.88158023,0.00009190113,3.3434338e-7,0.000035797017],"study_design_scores_gemma":[0.00030440834,0.000024969773,0.0008094717,0.00013711257,0.0001240565,0.0000011452533,0.0021024952,0.00974483,0.98622966,0.00030409888,0.0000012262524,0.00021650502],"about_ca_topic_score_codex":0.0013802979,"about_ca_topic_score_gemma":0.000014965425,"teacher_disagreement_score":0.10464944,"about_ca_system_score_codex":0.000097666336,"about_ca_system_score_gemma":0.00064381695,"threshold_uncertainty_score":0.75869745},"labels":[],"label_agreement":null},{"id":"W4223511750","doi":"10.15251/jor.2022.182.159","title":"Electrical characterization of AlGaN/GaN/Si high electron mobility transistors","year":2022,"lang":"en","type":"article","venue":"Journal of Ovonic Research","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"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":"","keywords":"High-electron-mobility transistor; Materials science; Optoelectronics; Transistor; Characterization (materials science); Current (fluid); Voltage; Wide-bandgap semiconductor; Electrical engineering; Nanotechnology; Engineering","score_opus":0.03251706445177101,"score_gpt":0.32656145856607255,"score_spread":0.29404439411430155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223511750","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":[0.9989162,0.00008791011,0.00009413966,0.00023961526,0.00022418838,0.00018527458,0.000041582494,0.0000036150234,0.00020748579],"genre_scores_gemma":[0.9994232,0.000019039304,0.000028607166,0.000013209837,0.0002789954,0.000014333993,0.000030282154,0.000016389564,0.00017595048],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9975002,0.0005634779,0.0005907437,0.00015337256,0.000824672,0.0003675719],"domain_scores_gemma":[0.9988614,0.00012243021,0.00034365495,0.000195361,0.00037590836,0.000101300204],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023138253,0.00009736322,0.00033376564,0.00026305264,0.0001813186,0.00003415464,0.0003641094,0.000030034997,0.0021340265],"category_scores_gemma":[0.000020143745,0.00008582875,0.00016678066,0.00048575707,0.000054560474,0.00014711729,0.000042430485,0.0006703802,0.000003592371],"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":[0.00023121854,0.00038707253,0.0027674371,0.00002302754,0.00007381916,0.00000401029,0.00018280758,0.00003891708,0.99251294,0.0021787786,0.00019729997,0.0014026836],"study_design_scores_gemma":[0.0015749612,0.0021947292,0.02656486,0.000028429406,0.000059394013,0.000019392066,0.0003837633,0.00011966314,0.9487622,0.0032066244,0.016873797,0.0002122037],"about_ca_topic_score_codex":0.0001793547,"about_ca_topic_score_gemma":0.0000010163989,"teacher_disagreement_score":0.043750744,"about_ca_system_score_codex":0.0001900631,"about_ca_system_score_gemma":0.00053683366,"threshold_uncertainty_score":0.99877816},"labels":[],"label_agreement":null},{"id":"W4224010794","doi":"10.1016/j.jcrysgro.2022.126654","title":"Effects of InGaN quantum disk thickness on the optical properties of GaN nanowires","year":2022,"lang":"en","type":"article","venue":"Journal of Crystal Growth","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Institut National de la Recherche Scientifique","funders":"National Science Foundation","keywords":"Nanowire; Optoelectronics; Materials science; Optical disc; Quantum; Quantum well; Optics; Physics; Quantum mechanics; Laser","score_opus":0.012639498994263226,"score_gpt":0.21613594973950626,"score_spread":0.20349645074524303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224010794","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":[0.9987565,0.00011773486,0.000038851733,0.00025960532,0.000333785,0.00012701833,0.000016771131,0.0000026942307,0.00034703963],"genre_scores_gemma":[0.99973035,0.0000027865794,0.0000146544535,0.00003763931,0.00016704512,0.000006552549,8.612323e-7,0.00001365732,0.000026448282],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988233,0.0001787092,0.00042575976,0.000075160024,0.00036130194,0.00013579382],"domain_scores_gemma":[0.9990445,0.000175066,0.0005101172,0.000106241554,0.000117951866,0.00004615003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042110708,0.00010965741,0.0003193021,0.000062119674,0.00010012581,0.000023327992,0.00025605946,0.000016982503,0.000107856315],"category_scores_gemma":[0.000034898232,0.000062875304,0.00017002261,0.00008563115,0.00008715499,0.000085856984,0.000065969405,0.00021784102,4.939509e-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":[0.00019704591,0.00025719104,0.0010394676,0.00017377228,0.00010008109,0.000004296696,0.00078684784,0.000056356796,0.9686402,0.02849613,0.00015482708,0.0000938021],"study_design_scores_gemma":[0.00052654813,0.00068368984,0.0016376554,0.00020028296,0.000077016826,0.000008168143,0.001681431,0.000021061722,0.9904552,0.004324779,0.00029073862,0.00009339253],"about_ca_topic_score_codex":0.000058214082,"about_ca_topic_score_gemma":3.40084e-7,"teacher_disagreement_score":0.02417135,"about_ca_system_score_codex":0.0000148157305,"about_ca_system_score_gemma":0.000092208116,"threshold_uncertainty_score":0.25639805},"labels":[],"label_agreement":null},{"id":"W4225381257","doi":"10.1038/s41598-022-11246-0","title":"Vertical semiconductor deep ultraviolet light emitting diodes on a nanowire-assisted aluminum nitride buffer layer","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":16,"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":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Buffer (optical fiber); Optoelectronics; Materials science; Ultraviolet; Layer (electronics); Nanowire; Semiconductor; Nitride; Aluminium; Ultraviolet a; Light-emitting diode; Diode; Nanotechnology; Telecommunications; Computer science; Composite material","score_opus":0.01806448732255337,"score_gpt":0.24857611746646538,"score_spread":0.23051163014391202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225381257","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":[0.9876003,0.000060319955,0.000016736474,0.0001559544,0.009268526,0.0003607957,0.000049439564,0.000080253725,0.0024076328],"genre_scores_gemma":[0.99571604,2.1707548e-7,0.00009114051,0.00014082195,0.00034269117,0.00013572109,0.00034520475,0.000043731387,0.003184428],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9967133,0.00015799524,0.0007457266,0.0010593225,0.0007062208,0.00061745674],"domain_scores_gemma":[0.9983513,0.00007275737,0.00028489006,0.00094854773,0.00012323636,0.00021928747],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011698742,0.0002973006,0.0003891552,0.00016059323,0.0009648924,0.00042814788,0.00028341255,0.000049493545,0.0041789217],"category_scores_gemma":[0.000046212932,0.00026747605,0.00023844585,0.00041301764,0.00010893757,0.00017305235,0.00018197206,0.00029069744,0.0000733924],"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":[0.000019886776,0.00025118407,0.011737696,0.000016184427,0.000046263554,0.00011790312,0.00042416467,0.000053351614,0.9747417,0.00028742626,0.011551079,0.0007531821],"study_design_scores_gemma":[0.0003631075,0.00006732569,0.0011779801,0.00004842046,0.0000778412,0.00008288752,0.001107094,0.00007906406,0.89293003,0.0022481575,0.10132464,0.0004934458],"about_ca_topic_score_codex":0.00016191514,"about_ca_topic_score_gemma":0.0000051564825,"teacher_disagreement_score":0.08977356,"about_ca_system_score_codex":0.00009646027,"about_ca_system_score_gemma":0.00018546819,"threshold_uncertainty_score":0.99997777},"labels":[],"label_agreement":null},{"id":"W4225820458","doi":"10.1109/jphotov.2022.3143461","title":"InGaN Quantum Dot Superlattices as Ratchet Band Solar Cells","year":2022,"lang":"en","type":"article","venue":"IEEE Journal of Photovoltaics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":9,"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":"Ratchet; Quantum dot; Superlattice; Physics; Optoelectronics; Quantum mechanics","score_opus":0.016047343432009174,"score_gpt":0.2507118012836961,"score_spread":0.2346644578516869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225820458","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":[0.99608606,0.00011273986,0.000051741066,0.00007572123,0.0028889088,0.00013085037,0.00011402532,0.000010357227,0.00052961207],"genre_scores_gemma":[0.9983512,0.000019349372,0.00010442073,0.00025115948,0.0009515545,0.0000073108777,0.00001005977,0.000034933488,0.00026996876],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99831635,0.00015580338,0.00061282545,0.0001701615,0.0004328518,0.00031202234],"domain_scores_gemma":[0.9987377,0.00010241561,0.0006145735,0.00021019731,0.0001650511,0.00017007386],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00069801323,0.0002055229,0.00041342012,0.00013964841,0.00028241627,0.00012680158,0.0004151979,0.000035695404,0.0030130604],"category_scores_gemma":[0.000006523425,0.00018503636,0.00023964129,0.00016521223,0.000039891507,0.00026637892,0.000051330728,0.00047644757,0.000027550997],"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":[0.00007344414,0.00014303338,0.002756654,0.00002179182,0.000114672206,0.000036006266,0.0008703329,0.00035831684,0.99024755,0.0001247742,0.0051456587,0.00010779215],"study_design_scores_gemma":[0.0008308301,0.00036189737,0.000057147066,0.000024745208,0.000099420125,0.000033784232,0.0024711306,0.00006454333,0.9264853,0.0019493974,0.06739857,0.00022324227],"about_ca_topic_score_codex":0.00060601725,"about_ca_topic_score_gemma":0.000005422532,"teacher_disagreement_score":0.06376223,"about_ca_system_score_codex":0.00005230092,"about_ca_system_score_gemma":0.00024954884,"threshold_uncertainty_score":0.99789834},"labels":[],"label_agreement":null},{"id":"W4226330983","doi":"10.1109/jestpe.2022.3163646","title":"On-Chip Dynamic Gate-Voltage Waveform Sampling in a 200-V GaN-on-SOI Power IC","year":2022,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Power Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":14,"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":"Chip; Transistor; Electrical engineering; Electronic engineering; CMOS; Integrated circuit; Voltage; Waveform; Materials science; Computer science; Engineering","score_opus":0.009660293432267406,"score_gpt":0.26225169458283826,"score_spread":0.2525914011505708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226330983","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":[0.9970557,0.0005522864,0.00024877078,0.0002731769,0.0008626626,0.00014334869,0.00001949858,0.000011805481,0.0008327445],"genre_scores_gemma":[0.9992761,0.00007885435,0.000051808045,0.00020839088,0.000120191056,0.000009310678,0.0000122163565,0.0000362249,0.00020692832],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979646,0.000116820665,0.000695686,0.0002686408,0.00032698832,0.00062724535],"domain_scores_gemma":[0.99913585,0.00012276569,0.00036663646,0.00018848485,0.00009208696,0.00009418634],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005569178,0.0002637018,0.00045313183,0.00044083947,0.00017125995,0.00006418249,0.00026457084,0.00006147037,0.00040343122],"category_scores_gemma":[0.000023996632,0.00024995912,0.00010744821,0.0005106521,0.000021975398,0.00011046422,0.000029545956,0.0012229967,0.0000022790036],"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":[0.0040392615,0.0060037337,0.08859439,0.0002888084,0.0016705983,0.0005925006,0.021721996,0.13976325,0.6232267,0.08928129,0.0054295887,0.019387906],"study_design_scores_gemma":[0.06118612,0.035559967,0.07249391,0.0036021152,0.00087407493,0.0010280665,0.023599977,0.033641946,0.17050326,0.3297023,0.25518477,0.012623524],"about_ca_topic_score_codex":0.000060274455,"about_ca_topic_score_gemma":0.0000472227,"teacher_disagreement_score":0.4527234,"about_ca_system_score_codex":0.0002970744,"about_ca_system_score_gemma":0.00027711692,"threshold_uncertainty_score":0.9999953},"labels":[],"label_agreement":null},{"id":"W4226377161","doi":"10.1109/ted.2022.3157569","title":"p-GaN Gate HEMTs With 10.6 V Maximum Gate Drive Voltages by Mg Doping Engineering","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on Electron Devices","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":34,"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":"Shenzhen Municipal Science and Technology Innovation Council; Guangdong Science and Technology Department","keywords":"Materials science; Optoelectronics; Breakdown voltage; Gallium nitride; Metalorganic vapour phase epitaxy; High-electron-mobility transistor; Time-dependent gate oxide breakdown; Doping; Schottky barrier; Threshold voltage; Gate oxide; Metal gate; Schottky diode; Chemical vapor deposition; Voltage; Electrical engineering; Transistor; Layer (electronics); Nanotechnology; Diode","score_opus":0.005658677762146294,"score_gpt":0.2076509634686049,"score_spread":0.2019922857064586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226377161","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":[0.9650439,0.00014689514,0.032793798,0.00019725942,0.0003663716,0.0003613048,0.0002698367,0.0001788816,0.0006417278],"genre_scores_gemma":[0.9978816,0.000008525931,0.00010756492,0.00011925808,0.00009605608,0.00025043977,0.00006637116,0.00006641745,0.0014037978],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99839336,0.0000605997,0.00026852477,0.00043510352,0.0002735502,0.0005688877],"domain_scores_gemma":[0.9993779,0.000057838723,0.00014484803,0.00026642904,0.000042896427,0.00011009722],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012205315,0.00032462945,0.00030094685,0.00013743917,0.00046009416,0.00011406095,0.00025126964,0.000034358218,0.0027948974],"category_scores_gemma":[2.6836884e-7,0.00031198352,0.000113603295,0.00028761404,0.000025171777,0.00023475848,0.0000027188726,0.00037260828,0.00004511003],"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":[0.0002600055,0.0005021854,0.00031429582,0.00013050369,0.00066555204,0.000011127848,0.0006257738,0.25408837,0.7381028,0.0002207872,0.0009975259,0.00408108],"study_design_scores_gemma":[0.0012387442,0.00072977116,0.000072763665,0.000070532085,0.00018686918,0.000010853713,0.0006195227,0.0035323785,0.9473982,0.000104181665,0.04522751,0.00080867484],"about_ca_topic_score_codex":0.000357261,"about_ca_topic_score_gemma":0.000039829163,"teacher_disagreement_score":0.250556,"about_ca_system_score_codex":0.000091807895,"about_ca_system_score_gemma":0.000072624556,"threshold_uncertainty_score":0.99993324},"labels":[],"label_agreement":null},{"id":"W4229638383","doi":"10.1149/ma2009-02/28/2253","title":"Influence of P3HT Active Layer Thickness on the Electrical Characteristics of PTFTs.","year":2009,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"GaN-based semiconductor devices and materials","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":"McMaster University","funders":"","keywords":"Active layer; Materials science; Layer (electronics); Composite material; Engineering physics; Engineering","score_opus":0.01477422456298831,"score_gpt":0.25060190920149483,"score_spread":0.23582768463850654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229638383","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":[0.9845024,0.000006714888,8.338349e-7,0.00017334588,0.00007066469,0.00012961662,0.00004016048,0.000012255886,0.015064034],"genre_scores_gemma":[0.99962276,0.0000016808742,0.0000431067,0.00012777341,0.00015035429,0.0000037589853,0.0000107608985,0.000009818306,0.00002998558],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990003,0.000048341466,0.00039371828,0.00015792354,0.00018972228,0.00020999389],"domain_scores_gemma":[0.99881417,0.0002877128,0.0004902924,0.00022667149,0.00013512273,0.000046023866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031509143,0.00013908371,0.00026157685,0.000035754343,0.00006129985,0.000021370044,0.00020161818,0.000050967894,0.00005208239],"category_scores_gemma":[0.000088592606,0.00009899577,0.00006801472,0.000105709965,0.0000406394,0.00006293072,0.000016008731,0.00018779337,0.00001529723],"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":[0.00005513197,0.00017310123,0.0031933878,0.000016745904,0.000031259176,0.0000012041479,0.00035732397,0.0022115386,0.99151736,0.0012578346,0.00008049266,0.0011046049],"study_design_scores_gemma":[0.00012841719,0.00008195441,0.20563343,0.000116743715,0.000021433294,3.7973774e-7,0.00006721979,0.000018476887,0.7927928,0.0008125585,0.0002314874,0.000095070514],"about_ca_topic_score_codex":0.00018051683,"about_ca_topic_score_gemma":4.2754564e-7,"teacher_disagreement_score":0.20244004,"about_ca_system_score_codex":0.000010362138,"about_ca_system_score_gemma":0.00005491408,"threshold_uncertainty_score":0.40369305},"labels":[],"label_agreement":null},{"id":"W4232353307","doi":"10.1002/9783527808465.emc2016.6208","title":"Carrier Localization at Atomic‐Scale Compositional Fluctuations in Single AlGaN Nanowires with Nano‐Cathodoluminescence","year":2016,"lang":"en","type":"other","venue":"European Microscopy Congress 2016: Proceedings","topic":"GaN-based semiconductor devices and materials","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":"McGill University; McMaster University","funders":"","keywords":"Cathodoluminescence; Materials science; Nanowire; Optoelectronics; Molecular beam epitaxy; Dislocation; Doping; Scanning transmission electron microscopy; Nanoscopic scale; Microsecond; Transmission electron microscopy; Nanotechnology; Epitaxy; Luminescence; Optics","score_opus":0.009701193368056983,"score_gpt":0.2443438780584691,"score_spread":0.23464268469041213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232353307","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":[0.4806434,0.0005564197,0.001397689,0.00013823067,0.0019084996,0.0018191638,0.0027356679,0.00041265227,0.5103883],"genre_scores_gemma":[0.40922984,0.000049849557,0.002329254,0.0002629958,0.0018993492,0.00009203387,0.001194768,0.0013548514,0.58358705],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979751,0.00007206061,0.00046668804,0.00075442105,0.00024657458,0.00048513638],"domain_scores_gemma":[0.9987866,0.000025461051,0.0006008984,0.00024038884,0.00019324085,0.0001533896],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019299003,0.00054182374,0.0005114474,0.0002428967,0.00017259314,0.00022783679,0.0004100993,0.00010939026,0.0049735284],"category_scores_gemma":[0.000005534384,0.000435143,0.00008329839,0.00015465368,0.00029728873,0.00020979493,0.00016213833,0.000134687,0.00062237366],"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":[0.000059001217,0.000091327114,0.011065992,0.00012889413,0.00005576211,0.00000418365,0.00029204067,5.695359e-7,0.7737896,0.00027592413,0.21411002,0.00012668701],"study_design_scores_gemma":[0.0018719229,0.0000990109,0.00051166967,0.0035691033,0.00010506836,0.000010118892,0.00015376591,0.000010366061,0.44283646,0.000049765702,0.54970944,0.0010732826],"about_ca_topic_score_codex":0.00021295904,"about_ca_topic_score_gemma":0.000055483466,"teacher_disagreement_score":0.33559942,"about_ca_system_score_codex":0.000116541676,"about_ca_system_score_gemma":0.00009966141,"threshold_uncertainty_score":0.99981004},"labels":[],"label_agreement":null},{"id":"W4233123717","doi":"10.1002/9781119450986.ch6","title":"Light‐Emitting Diodes","year":2018,"lang":"en","type":"other","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McMaster University","funders":"","keywords":"Light-emitting diode; Optoelectronics; Auger effect; Diode; Carrier generation and recombination; Materials science; Spontaneous emission; Semiconductor; Optics; Physics; Auger; Atomic physics; Laser","score_opus":0.012352001713440596,"score_gpt":0.24550679180417484,"score_spread":0.23315479009073425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233123717","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":[0.0016015794,0.000060158818,0.00012009976,0.00002630379,0.00079737173,0.0001272597,0.000049481732,0.00012638181,0.99709135],"genre_scores_gemma":[0.012161167,0.0000021757437,0.00078960665,0.00006473323,0.0042438293,0.000013151328,0.000081855025,0.0002993487,0.98234415],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99930173,0.00001568242,0.00014931451,0.00024668497,0.00007948697,0.00020711664],"domain_scores_gemma":[0.99949324,0.000008590207,0.00015217597,0.0002734686,0.000016646629,0.000055874953],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005333748,0.0002134059,0.00026602598,0.000059001595,0.000031637246,0.00006444799,0.0001640102,0.000091179434,0.16206199],"category_scores_gemma":[0.0000010464,0.0001653236,0.000086418455,0.0000367546,0.000015776199,0.00002203931,0.000045981706,0.000049040107,0.0034460106],"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":[6.574836e-7,0.000015425627,0.0005935178,0.000029622886,0.00007646734,3.7741955e-7,0.000017034323,1.3638624e-8,0.0058758254,0.0029107311,0.9896083,0.00087203254],"study_design_scores_gemma":[0.00010185664,0.000009992825,0.00000390983,0.00010293314,0.000027493563,1.14689364e-7,0.000054582546,0.0000010034036,0.01688848,0.0003316534,0.9822617,0.00021624248],"about_ca_topic_score_codex":0.00090997294,"about_ca_topic_score_gemma":0.00001692906,"teacher_disagreement_score":0.15861598,"about_ca_system_score_codex":0.0000046918376,"about_ca_system_score_gemma":0.000023648967,"threshold_uncertainty_score":0.99732995},"labels":[],"label_agreement":null},{"id":"W4233415102","doi":"10.1109/eumc.2007.4405402","title":"High quality factor micromachined toroid and solenoid inductors","year":2007,"lang":"en","type":"article","venue":"2007 European Microwave Conference","topic":"GaN-based semiconductor devices and materials","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 Calgary","funders":"Asylum, Migration and Integration Fund","keywords":"Inductor; Solenoid; Fabrication; Materials science; Surface micromachining; Q factor; Toroid; Electroplating; Plating (geology); Optoelectronics; Quality (philosophy); CMOS; Ohmic contact; Electrical engineering; Electronic engineering; Engineering; Physics; Nanotechnology; Resonator; Voltage","score_opus":0.028715674682099932,"score_gpt":0.2708181179752004,"score_spread":0.24210244329310046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233415102","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":[0.9816873,0.00012544818,0.0024965638,0.000039162675,0.00061977725,0.00020202855,0.00021537197,0.00006857504,0.0145457825],"genre_scores_gemma":[0.9970579,0.000008768662,0.0010589446,0.0002239737,0.00058424065,0.0000013736318,0.00011156804,0.000050012004,0.0009032216],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980904,0.0002057892,0.00054509134,0.000502777,0.00014217515,0.0005137824],"domain_scores_gemma":[0.99889815,0.0000799579,0.00026478656,0.00037707773,0.00013562263,0.0002443883],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00066732394,0.00034006493,0.00035686846,0.000071474504,0.0001442456,0.0001849123,0.0002940523,0.000050172657,0.0018500581],"category_scores_gemma":[0.000015292355,0.00031246032,0.000080009486,0.000079023266,0.00013332609,0.00016064165,0.00015591437,0.00022513191,0.00025997494],"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":[0.000028987182,0.000056700952,0.012941978,0.000023315442,0.000040116065,0.000008401798,0.0004333386,1.6018937e-7,0.96883243,0.0061652483,0.0004498306,0.011019499],"study_design_scores_gemma":[0.0012959766,0.00009653578,0.19698995,0.000069336784,0.000039965027,0.0000058793594,0.0006485009,0.0000017686955,0.78501093,0.0011018584,0.013890693,0.0008485861],"about_ca_topic_score_codex":0.00076590385,"about_ca_topic_score_gemma":0.000038567367,"teacher_disagreement_score":0.18404798,"about_ca_system_score_codex":0.000024784758,"about_ca_system_score_gemma":0.000053167027,"threshold_uncertainty_score":0.99993277},"labels":[],"label_agreement":null},{"id":"W4234085619","doi":"10.1149/ma2014-01/42/1565","title":"(Invited) High Power Phosphor-Free InGaN/GaN/AlGaN Core-Shell Nanowire White Light Emitting Diodes on Si Substrates","year":2014,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"","keywords":"Materials science; Optoelectronics; Light-emitting diode; Nanowire; Molecular beam epitaxy; Nitride; Heterojunction; Diode; Quantum dot; Quantum well; Gallium nitride; Solid-state lighting; Epitaxy; Optics; Nanotechnology; Layer (electronics)","score_opus":0.010980470270455166,"score_gpt":0.22088270305833174,"score_spread":0.20990223278787656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234085619","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":[0.9470361,0.00007098137,0.0000027155877,0.0007449222,0.0011604482,0.00024375021,0.00008344743,0.00017629382,0.050481383],"genre_scores_gemma":[0.9972305,0.0000026992097,0.0005210893,0.00064783666,0.0010049432,0.000020707615,0.00014238036,0.00011087951,0.00031890784],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997068,0.0000978885,0.0008305216,0.0007379644,0.00041160747,0.00085404824],"domain_scores_gemma":[0.9975944,0.00044849137,0.00068291096,0.0008298095,0.0001564253,0.00028792594],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009103182,0.0005695208,0.0005884613,0.00011239928,0.00041716063,0.00038516967,0.0006116676,0.00017568118,0.000296567],"category_scores_gemma":[0.0002475492,0.0005220018,0.00019774253,0.00020221913,0.00006861721,0.0002337309,0.00010607099,0.0004247407,0.00021640948],"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":[0.00006302133,0.00028662616,0.040097285,0.00010417593,0.0001253105,0.000015814305,0.0012650328,0.003877303,0.9458936,0.00042011213,0.00726689,0.00058482285],"study_design_scores_gemma":[0.000902978,0.00015444748,0.01690872,0.0005812583,0.00006420089,0.000002220699,0.0006034792,0.00010399345,0.965783,0.0017500928,0.012427887,0.0007176985],"about_ca_topic_score_codex":0.00074933784,"about_ca_topic_score_gemma":0.000020090754,"teacher_disagreement_score":0.0501945,"about_ca_system_score_codex":0.000043419026,"about_ca_system_score_gemma":0.00003964162,"threshold_uncertainty_score":0.99972314},"labels":[],"label_agreement":null},{"id":"W4236439747","doi":"10.22215/etd/2007-07607","title":"Thermal analysis of A1GaN/GaN HEMT monolithic integration with CMOS on silicon &lt;111&gt; substrates","year":2007,"lang":"en","type":"dissertation","venue":"","topic":"GaN-based semiconductor devices and materials","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":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"High-electron-mobility transistor; Electrical engineering; Optoelectronics; Materials science; Engineering physics; Engineering; Transistor; Voltage","score_opus":0.011884024607526475,"score_gpt":0.27112789331943016,"score_spread":0.2592438687119037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236439747","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":[0.95799106,0.000038104776,0.000066140194,0.000010647124,0.00019559482,0.0003378631,0.00013999816,0.00003820426,0.041182395],"genre_scores_gemma":[0.9885787,0.0000037222458,0.00006757293,0.000032884953,0.00016602836,0.00003580125,0.0075577577,0.000047127083,0.003510437],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982508,0.000053632044,0.0006166582,0.0004613452,0.00031969015,0.00029790725],"domain_scores_gemma":[0.9985133,0.00008513632,0.0006285884,0.00041078308,0.00027444,0.000087742206],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020423385,0.00045265703,0.0007969243,0.00048011437,0.00007154853,0.000094949086,0.00021490979,0.0002175774,0.0042115506],"category_scores_gemma":[0.0000029870157,0.00032775322,0.0003092197,0.00055938395,0.000033719654,0.00010025862,0.00000529837,0.00023284253,0.000024252833],"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":[0.000729296,0.00042033105,0.007626968,0.00016257331,0.0038007186,0.000002969264,0.0017955615,0.0011705899,0.9617984,0.012572378,0.00011207254,0.009808083],"study_design_scores_gemma":[0.00037186086,0.00024615164,0.02523423,0.00015297731,0.0018512286,7.384287e-8,0.004024881,0.00036829544,0.9670967,0.00010423016,0.00009580614,0.00045357432],"about_ca_topic_score_codex":0.0024398437,"about_ca_topic_score_gemma":0.0023744644,"teacher_disagreement_score":0.037671957,"about_ca_system_score_codex":0.000024307876,"about_ca_system_score_gemma":0.00012085852,"threshold_uncertainty_score":0.99991745},"labels":[],"label_agreement":null},{"id":"W4236824732","doi":"10.26434/chemrxiv.13190636","title":"Hexacoordinated Gallium(III) Triazenide Precursor for Epitaxial Gallium Nitride by Atomic Layer Deposition","year":2020,"lang":"en","type":"preprint","venue":"ChemRxiv","topic":"GaN-based semiconductor devices and materials","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":"Carleton University","funders":"National Supercomputer Centre, Linköpings Universitet; Knut och Alice Wallenbergs Stiftelse; Linköpings Universitet; National Science Council; Vetenskapsrådet; Stiftelsen för Strategisk Forskning","keywords":"Materials science; Epitaxy; Atomic layer deposition; Gallium; Gallium nitride; Chemical vapor deposition; Stoichiometry; Sublimation (psychology); Layer (electronics); Thin film; Nitride; Optoelectronics; Analytical Chemistry (journal); Nanotechnology; Chemistry; Metallurgy; Physical chemistry","score_opus":0.024931684084015696,"score_gpt":0.2669388200325083,"score_spread":0.2420071359484926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236824732","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":[0.9834059,0.00030111353,0.008933051,0.0007500234,0.001919324,0.0022052133,0.0009018189,0.00022292126,0.0013606489],"genre_scores_gemma":[0.98958874,0.000018343491,0.00094668183,0.0002657496,0.0022597536,0.000841576,0.0050657694,0.00015390309,0.00085950893],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99713063,0.000095551775,0.00082595716,0.001082156,0.00023338113,0.0006323391],"domain_scores_gemma":[0.9980997,0.00013525998,0.00068595074,0.0005784419,0.00020936967,0.00029131008],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026236285,0.00070949004,0.001034555,0.00008229458,0.00014862987,0.0003073016,0.0005962991,0.000397461,0.0007064497],"category_scores_gemma":[0.000023992843,0.00073031447,0.00062277436,0.000119831304,0.000057621477,0.0001386471,0.00028848348,0.0005425948,0.000115320305],"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":[0.00047688352,0.000210748,0.0005361465,0.00056963303,0.0005453423,0.0000030509366,0.00020039146,0.000042183477,0.93455344,0.00066331157,0.061400965,0.000797903],"study_design_scores_gemma":[0.002638152,0.0000771892,0.00006695346,0.00020432194,0.00044756313,8.177777e-7,0.000081490805,0.000528269,0.9671799,0.008412964,0.019450547,0.00091185916],"about_ca_topic_score_codex":0.000722014,"about_ca_topic_score_gemma":0.0000048840056,"teacher_disagreement_score":0.041950416,"about_ca_system_score_codex":0.000110405,"about_ca_system_score_gemma":0.00024594026,"threshold_uncertainty_score":0.9995148},"labels":[],"label_agreement":null},{"id":"W4241826601","doi":"10.1002/adfm.201090107","title":"Photoluminescence Properties of a Nearly Intrinsic Single InN Nanowire","year":2010,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Materials science; Photoluminescence; Nanowire; Laser linewidth; Molecular beam epitaxy; Optoelectronics; Doping; Epitaxy; Nanotechnology; Layer (electronics); Optics; Laser","score_opus":0.015275237857596083,"score_gpt":0.2092245527005289,"score_spread":0.19394931484293282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241826601","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":[0.9962286,0.000023223616,0.00005019696,0.000079240126,0.0028391755,0.00024408688,0.00012426989,0.00004091435,0.00037032773],"genre_scores_gemma":[0.9986237,0.0000011905595,0.00043267172,0.00011542008,0.000406794,0.000072869545,0.000068361005,0.00002487042,0.0002540895],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989458,0.000029647883,0.00038599377,0.00025673752,0.00016329384,0.00021853992],"domain_scores_gemma":[0.9992474,0.000024490831,0.00023207889,0.00025228932,0.00018637658,0.000057365134],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011876859,0.00017916622,0.00029969832,0.000052100364,0.00008195488,0.000063966596,0.00013292734,0.00004511298,0.0025483114],"category_scores_gemma":[0.000022988283,0.00015052485,0.00005659044,0.000099803896,0.00010876426,0.00031772233,0.00005172269,0.000076334436,0.00006824157],"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":[0.00011913127,0.0001060068,0.0007771925,0.00004390085,0.000023925826,4.016618e-7,0.000044751407,0.000004590445,0.9953525,0.0024636553,0.00012693553,0.0009370035],"study_design_scores_gemma":[0.0004281137,0.00006276719,0.0014170557,0.000056577526,0.00001450533,0.0000023113068,0.000076247336,8.9334395e-7,0.9930985,0.00053913455,0.0041334466,0.00017047729],"about_ca_topic_score_codex":0.000194653,"about_ca_topic_score_gemma":0.0000068696845,"teacher_disagreement_score":0.004006511,"about_ca_system_score_codex":0.000008928136,"about_ca_system_score_gemma":0.00006283896,"threshold_uncertainty_score":0.9983635},"labels":[],"label_agreement":null},{"id":"W4245758499","doi":"10.1002/9783527808465.emc2016.6368","title":"Correlative Nanoscale Luminescence and Elemental Mapping in <scp>InGaN/(Al)GaN</scp> Dot‐in‐a‐wire Heterostructures","year":2016,"lang":"en","type":"other","venue":"European Microscopy Congress 2016: Proceedings","topic":"GaN-based semiconductor devices and materials","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":"McGill University; McMaster University","funders":"","keywords":"Cathodoluminescence; Nanowire; Materials science; Heterojunction; Photoluminescence; Optoelectronics; Quantum dot; Luminescence; Molecular beam epitaxy; Scanning transmission electron microscopy; Nanoscopic scale; Full width at half maximum; Transmission electron microscopy; Nanotechnology; Epitaxy; Layer (electronics)","score_opus":0.007810171505522581,"score_gpt":0.24338103435918076,"score_spread":0.2355708628536582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245758499","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":[0.8147887,0.00096505723,0.000019630585,0.00003655823,0.0017297391,0.0010180639,0.0006083036,0.00012804617,0.18070592],"genre_scores_gemma":[0.79271847,0.0002224474,0.0006941372,0.000319271,0.0011772178,0.00005501996,0.0001393545,0.00092689035,0.20374717],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99728024,0.000073468116,0.0006518033,0.0010163818,0.0002086054,0.00076953095],"domain_scores_gemma":[0.99873596,0.000058748526,0.0007476214,0.00021745567,0.00007234115,0.00016786806],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029464188,0.0007432427,0.0007521851,0.00040396486,0.000098406126,0.0003101864,0.0005058709,0.00014704857,0.0007609541],"category_scores_gemma":[0.000026001071,0.00063007174,0.00009854923,0.00015850407,0.00029781833,0.0002769983,0.00026231195,0.00040518164,0.0002182405],"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":[0.000010916842,0.00005136426,0.068438135,0.00024944864,0.00006424168,0.000019776044,0.0012335156,7.361073e-8,0.75412863,0.0001912394,0.17505653,0.0005561136],"study_design_scores_gemma":[0.0036344638,0.00010484685,0.007246293,0.007873723,0.00005824449,0.000014350959,0.0022332906,0.000007550356,0.19502555,0.00014118207,0.7827143,0.0009462041],"about_ca_topic_score_codex":0.0002689415,"about_ca_topic_score_gemma":0.000018672752,"teacher_disagreement_score":0.6076578,"about_ca_system_score_codex":0.00006464717,"about_ca_system_score_gemma":0.00005413724,"threshold_uncertainty_score":0.9996151},"labels":[],"label_agreement":null},{"id":"W4245894882","doi":"10.1149/ma2017-02/31/1320","title":"(Invited) Simulation Study of High Voltage Vertical GaN Nanowire Field Effect Transistors","year":2017,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"GaN-based semiconductor devices and materials","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":"Queen's University","funders":"","keywords":"Materials science; Optoelectronics; Gallium nitride; Nanowire; Power semiconductor device; Epitaxy; Transistor; Substrate (aquarium); Engineering physics; Nanotechnology; Electrical engineering; Layer (electronics); Voltage; Engineering","score_opus":0.015710219527762578,"score_gpt":0.2733609307135668,"score_spread":0.25765071118580424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245894882","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":[0.9954703,0.000006721683,0.000009933722,0.00008401452,0.00054580666,0.0002881455,0.000010641805,0.000026334854,0.003558128],"genre_scores_gemma":[0.9996132,1.510443e-7,0.000017203743,0.000030133591,0.0002728667,0.000008928966,0.0000121126195,0.000020356085,0.000025007914],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989381,0.00005726319,0.00036356063,0.00024155804,0.00018370587,0.0002158538],"domain_scores_gemma":[0.9988626,0.00034010786,0.00023416097,0.00043271008,0.000051232113,0.00007919066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035113457,0.00016854296,0.0003093347,0.00003630781,0.00027092994,0.000102484715,0.00022198664,0.000060948623,0.0000751724],"category_scores_gemma":[0.000112476926,0.00015070976,0.00008064882,0.000025862535,0.000027849257,0.00014171193,0.000025290285,0.00012151957,0.000011778007],"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":[0.00018893201,0.00088547525,0.1760666,0.00016885658,0.00019154613,0.000015843929,0.0017164431,0.052932482,0.7647736,0.000019088211,0.00033295155,0.0027081922],"study_design_scores_gemma":[0.0015222844,0.0005202064,0.1334092,0.00015048795,0.0001376938,1.7957835e-7,0.00030236502,0.0005161446,0.86271006,0.00013003428,0.00035463407,0.00024674062],"about_ca_topic_score_codex":0.004312017,"about_ca_topic_score_gemma":0.000044635275,"teacher_disagreement_score":0.09793645,"about_ca_system_score_codex":0.000010809169,"about_ca_system_score_gemma":0.000011384479,"threshold_uncertainty_score":0.6518508},"labels":[],"label_agreement":null},{"id":"W4246480528","doi":"10.1149/ma2011-01/24/1469","title":"Molecular Beam Epitaxial Growth, Fabrication, and Characterization of High Efficiency InGaN/GaN Dot-in-a-Wire White Light Emitting Diodes on Si(111)","year":2011,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"","keywords":"Optoelectronics; Materials science; Fabrication; Molecular beam epitaxy; Light-emitting diode; Diode; Epitaxy; Characterization (materials science); Gallium nitride; Nanotechnology; Layer (electronics)","score_opus":0.009137088676730373,"score_gpt":0.20512525304349127,"score_spread":0.1959881643667609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246480528","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":[0.9926782,0.000014317438,0.000023791212,0.000064502085,0.000246787,0.00019739612,0.000030469359,0.000028656159,0.006715876],"genre_scores_gemma":[0.999423,0.0000025641375,0.00020783799,0.00003608068,0.00018981965,0.000013170197,0.00008231021,0.000028415412,0.00001679549],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99864686,0.000052526913,0.000533798,0.00033377152,0.00016089305,0.0002721738],"domain_scores_gemma":[0.99903995,0.00004916733,0.0005109298,0.00019669885,0.00012635782,0.000076908065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003704555,0.00020097061,0.00027634937,0.00011531943,0.00009578447,0.00005138249,0.00014473438,0.000067621506,0.000037055557],"category_scores_gemma":[0.00005813968,0.00019715898,0.000047971167,0.00014938317,0.00003533868,0.00015497566,0.000032597378,0.0001249497,0.000009297543],"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":[0.000018652605,0.0001481301,0.039265044,0.00006436462,0.0000158811,0.000002808138,0.0016803017,0.0001992079,0.95801705,0.00025030386,0.0000033210206,0.00033495273],"study_design_scores_gemma":[0.00028538867,0.000058086094,0.1462044,0.00020960529,0.00001994527,4.944487e-7,0.0001704523,0.000028643684,0.8524943,0.00032333235,0.000025962088,0.00017941484],"about_ca_topic_score_codex":0.00057493645,"about_ca_topic_score_gemma":0.0000020121558,"teacher_disagreement_score":0.106939346,"about_ca_system_score_codex":0.00001526043,"about_ca_system_score_gemma":0.00003031583,"threshold_uncertainty_score":0.803991},"labels":[],"label_agreement":null},{"id":"W4247265304","doi":"10.22215/etd/2011-09536","title":"Monolithic integration of GaN HEMT with silicon MOS technology","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"GaN-based semiconductor devices and materials","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":"Carleton University","funders":"","keywords":"High-electron-mobility transistor; Engineering physics; Electrical engineering; Engineering; Optoelectronics; Materials science; Transistor; Voltage","score_opus":0.012505204955786638,"score_gpt":0.24593195119214206,"score_spread":0.23342674623635543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247265304","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":[0.94701904,0.00005100975,0.00012537975,0.000008092268,0.0002297887,0.00030045907,0.000038792274,0.00004982959,0.052177615],"genre_scores_gemma":[0.99135625,0.0000041901444,0.00028876992,0.000008747844,0.000075109085,0.00006895885,0.0011496163,0.00003635719,0.0070120185],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99912363,0.000016386033,0.00032854534,0.00026788955,0.00009527592,0.00016826684],"domain_scores_gemma":[0.99907464,0.000010645156,0.00038226045,0.00030644413,0.00019143624,0.000034555273],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000050448525,0.0002501971,0.00040056361,0.00018367631,0.000032598018,0.0000194668,0.00017880168,0.00021109366,0.0016035802],"category_scores_gemma":[0.0000021277103,0.00018417937,0.00006776926,0.00013980399,0.00003168647,0.00007665251,0.000007146767,0.00017921365,0.000029199873],"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":[0.0001525362,0.00018407188,0.003687825,0.00023666563,0.00023854304,8.9779286e-7,0.0009185289,0.0000025037411,0.8835978,0.096508995,0.00021456492,0.014257049],"study_design_scores_gemma":[0.00025026215,0.00013708358,0.00071987783,0.0001818774,0.00009622117,3.6040663e-7,0.003689771,0.00000857229,0.98864305,0.005703898,0.0003390019,0.00023003157],"about_ca_topic_score_codex":0.0017971385,"about_ca_topic_score_gemma":0.00024521936,"teacher_disagreement_score":0.10504523,"about_ca_system_score_codex":0.000008870982,"about_ca_system_score_gemma":0.00010458005,"threshold_uncertainty_score":0.99930906},"labels":[],"label_agreement":null},{"id":"W4247425773","doi":"10.1109/phosst.2017.8012663","title":"AlGaN nanowire deep ultraviolet optoelectronics","year":2017,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":4,"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":"Materials science; Optoelectronics; Nanowire; Light-emitting diode; Diode; Ultraviolet; Heterojunction; Doping; Laser; Wide-bandgap semiconductor; Quantum well; Semiconductor; Optics","score_opus":0.011464123310339401,"score_gpt":0.26052994349963277,"score_spread":0.24906582018929335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247425773","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":[0.9406158,0.000027236969,0.0006476183,0.00019367629,0.00036048263,0.00011572668,0.000023794402,0.000037419188,0.057978295],"genre_scores_gemma":[0.99692553,0.000002562814,0.00034560604,0.00009535425,0.00026629723,0.000012167535,0.000042179123,0.000017898043,0.002292424],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99926066,0.00001362232,0.00014403513,0.00020102951,0.0000809173,0.00029975595],"domain_scores_gemma":[0.99919564,0.000011864627,0.00012451492,0.0005509372,0.00003695397,0.00008006427],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000083552004,0.00013668212,0.00016582206,0.000015469912,0.00035799594,0.00026989906,0.00037551986,0.000034019078,0.002843919],"category_scores_gemma":[0.0000033701529,0.000112978974,0.000078668265,0.000012929465,0.00004141614,0.0001780123,0.00004884128,0.000073576404,0.00019303053],"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":[0.000016273128,0.00017677032,0.0653751,0.000026247459,0.0001674594,0.0000036559409,0.00019268073,0.000011923723,0.69282615,0.20120184,0.0032054458,0.036796458],"study_design_scores_gemma":[0.0015064818,0.0001228383,0.01900025,0.000040943527,0.0000843765,0.0000017714655,0.00048294256,0.00027018687,0.8867857,0.017117951,0.07377246,0.00081411377],"about_ca_topic_score_codex":0.0010730694,"about_ca_topic_score_gemma":0.00004238554,"teacher_disagreement_score":0.19395953,"about_ca_system_score_codex":0.0000097511775,"about_ca_system_score_gemma":0.00004034015,"threshold_uncertainty_score":0.9980676},"labels":[],"label_agreement":null},{"id":"W4248523322","doi":"10.22215/etd/2011-08797","title":"Rigorous investigation of AlGaN/GaN heterostructure surface treatments with Si thin films","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"GaN-based semiconductor devices and materials","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":"Library and Archives Canada","funders":"","keywords":"Heterojunction; Materials science; Optoelectronics; Engineering physics; Physics","score_opus":0.012199960961727001,"score_gpt":0.2289396821903354,"score_spread":0.21673972122860838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248523322","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":[0.9886509,0.000041139945,0.000009204702,0.0000030194753,0.00041859937,0.00041956725,0.00027882826,0.00003484943,0.010143861],"genre_scores_gemma":[0.98183274,0.0000030126691,0.0010959185,0.000023052517,0.000068628506,0.000018171668,0.006949435,0.00005803959,0.0099509815],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99884045,0.00004364019,0.0003650074,0.00035439173,0.00018685657,0.00020963822],"domain_scores_gemma":[0.9988984,0.000017696397,0.0005374573,0.00032411385,0.00013273642,0.000089612484],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000046156507,0.00038685213,0.0004797956,0.000048651527,0.000062015504,0.00004592958,0.00017398836,0.00016694194,0.0026307628],"category_scores_gemma":[9.0398277e-7,0.0002753636,0.00010223977,0.00008305985,0.00003437946,0.0001354987,0.000008056856,0.0001288801,0.000023512439],"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":[0.00032998816,0.00016228974,0.06283243,0.00055704644,0.0012786858,0.00000424531,0.0067731636,0.00012923055,0.9228892,0.0028486005,0.0011992753,0.0009958555],"study_design_scores_gemma":[0.0007365562,0.00021386897,0.011631119,0.00018935786,0.0003155158,6.750037e-7,0.0015810197,0.000014742297,0.9828979,0.001915941,0.00008776457,0.00041557525],"about_ca_topic_score_codex":0.004926237,"about_ca_topic_score_gemma":0.00024146258,"teacher_disagreement_score":0.060008675,"about_ca_system_score_codex":0.000011851501,"about_ca_system_score_gemma":0.00011536617,"threshold_uncertainty_score":0.99996984},"labels":[],"label_agreement":null},{"id":"W4249188514","doi":"10.7567/jjap.50.080212","title":"Improvement of Performance in p-Side Down InGaN/GaN Light-Emitting Diodes with Graded Electron Blocking Layer","year":2011,"lang":"en","type":"article","venue":"Japanese Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Crosslight Software (Canada)","funders":"","keywords":"Optoelectronics; Blocking (statistics); Layer (electronics); Diode; Light-emitting diode; Materials science; Wide-bandgap semiconductor; Electron; Nanotechnology; Physics; Computer science","score_opus":0.015340992944829277,"score_gpt":0.2190153748189068,"score_spread":0.20367438187407752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249188514","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":[0.99673355,0.000006562495,0.00004700349,0.000006404524,0.000047559417,0.00015453558,0.0000016391488,0.00000607267,0.0029966538],"genre_scores_gemma":[0.9992844,0.0000020942464,0.00039835775,0.000024631025,0.00024955138,0.000010591714,0.0000026100747,0.00002267565,0.0000051195207],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99875134,0.00001390247,0.00056271703,0.00014714562,0.00022776237,0.00029713547],"domain_scores_gemma":[0.99889725,0.000027417269,0.0007307992,0.00016589514,0.00011073336,0.000067884896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029032445,0.00019328024,0.0004086901,0.000068826586,0.000058151003,0.000023721599,0.00020470575,0.000028049455,0.000027187827],"category_scores_gemma":[0.0000011577711,0.00014128546,0.00007957673,0.00019975315,0.000030285833,0.00022066705,0.000026411022,0.00022036911,0.0000020431671],"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":[0.00022761262,0.00021389025,0.01441085,0.000047233363,0.00008204255,0.0000014845006,0.0058095064,0.0005302051,0.9759853,0.0013062375,0.0000015047915,0.001384132],"study_design_scores_gemma":[0.0010713548,0.00027165,0.0034097624,0.00009425639,0.000045456814,0.0000026027012,0.001929447,0.000055294462,0.9917063,0.0012164756,0.000028769951,0.00016864034],"about_ca_topic_score_codex":0.00007797069,"about_ca_topic_score_gemma":0.0000031452741,"teacher_disagreement_score":0.015720988,"about_ca_system_score_codex":0.0000289351,"about_ca_system_score_gemma":0.000059271744,"threshold_uncertainty_score":0.5761454},"labels":[],"label_agreement":null},{"id":"W4249582855","doi":"10.1002/9783527808465.emc2016.8350","title":"Atomic‐Scale Compositional Fluctuations in Ternary III‐Nitride Nanowires","year":2016,"lang":"en","type":"other","venue":"European Microscopy Congress 2016: Proceedings","topic":"GaN-based semiconductor devices and materials","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":"McGill University; McMaster University","funders":"","keywords":"Materials science; Wurtzite crystal structure; Scanning transmission electron microscopy; Nanowire; Optoelectronics; Molecular beam epitaxy; Ternary operation; Nitride; Atomic units; Diode; Light-emitting diode; Transmission electron microscopy; Epitaxy; Nanotechnology; Zinc","score_opus":0.007807368684660168,"score_gpt":0.2553950245207707,"score_spread":0.2475876558361105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249582855","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":[0.22671895,0.00046876867,0.00008508284,0.00011863567,0.0019657589,0.00084777613,0.0016703057,0.00025884583,0.7678659],"genre_scores_gemma":[0.14965972,0.00011576359,0.0013571072,0.000283161,0.0039034202,0.000083661624,0.0006130356,0.0011792434,0.8428049],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978647,0.00005652546,0.00059025816,0.0007200942,0.00022255513,0.0005458733],"domain_scores_gemma":[0.99884874,0.000030388637,0.00059403497,0.00024897256,0.00011642867,0.00016144934],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023437568,0.0005747911,0.0005974719,0.000363576,0.00011854568,0.00026176168,0.0006251612,0.00011648916,0.0119088255],"category_scores_gemma":[0.000003922684,0.0004911416,0.0001624387,0.000108076994,0.00020514072,0.00020717445,0.0002110083,0.00025792568,0.0026942259],"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":[0.00003705868,0.000086032735,0.0037768267,0.000086923304,0.00008576559,0.000007399154,0.00014008892,9.124868e-8,0.46252277,0.00071141246,0.53225785,0.00028779134],"study_design_scores_gemma":[0.002408677,0.000043579657,0.0007375634,0.0029198534,0.00008645075,0.000006400282,0.00014214442,0.0000054896564,0.11131513,0.0003414742,0.88095486,0.0010383549],"about_ca_topic_score_codex":0.00038054417,"about_ca_topic_score_gemma":0.000011867809,"teacher_disagreement_score":0.35120764,"about_ca_system_score_codex":0.000060136146,"about_ca_system_score_gemma":0.000109329776,"threshold_uncertainty_score":0.999754},"labels":[],"label_agreement":null},{"id":"W4250163736","doi":"10.1149/ma2006-02/28/1322","title":"The Effect of Surface Cleaning on Current Collapse in AlGaN/GaN HEMTs","year":2006,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"National Research Council Canada; Institute for Microstructural Sciences","funders":"","keywords":"Materials science; Current (fluid); Optoelectronics; High-electron-mobility transistor; Surface (topology); Wide-bandgap semiconductor; Gallium nitride; Engineering physics; Composite material; Transistor; Electrical engineering; Layer (electronics); Engineering; Mathematics; Voltage; Geometry","score_opus":0.008690436956926183,"score_gpt":0.24830030994158767,"score_spread":0.2396098729846615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250163736","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":[0.97195107,0.0001341727,3.6262173e-7,0.000037063786,0.0004986922,0.00020826944,0.000014658897,0.000018879951,0.02713684],"genre_scores_gemma":[0.9996283,0.0000019657664,0.000021903492,0.0000040029736,0.00023718778,0.000006365659,0.000018439368,0.000019867059,0.00006197923],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988278,0.000109134286,0.00040267748,0.00019502937,0.00016740571,0.00029791245],"domain_scores_gemma":[0.99886024,0.0005841143,0.00028995844,0.000197665,0.000028061067,0.000039960843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078995136,0.00016629194,0.0002325258,0.000027979147,0.000116500756,0.00006714854,0.00015113405,0.00003127051,0.000018470779],"category_scores_gemma":[0.000031130094,0.00011984103,0.00006867296,0.000099727265,0.00003146621,0.000042672284,0.000021686232,0.00015345532,0.00002887891],"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":[0.00013632927,0.00017167603,0.14256553,0.000138983,0.000026039916,0.000005604663,0.0002086222,0.11760883,0.7346338,0.00028687136,0.0014662005,0.0027514882],"study_design_scores_gemma":[0.0006260047,0.000096387455,0.020561602,0.0002883239,0.000014444723,2.3513527e-7,0.000078924546,0.00010151831,0.9749085,0.0002160781,0.00296134,0.00014667668],"about_ca_topic_score_codex":0.0016179103,"about_ca_topic_score_gemma":0.000041728148,"teacher_disagreement_score":0.24027464,"about_ca_system_score_codex":0.000022422286,"about_ca_system_score_gemma":0.000026187561,"threshold_uncertainty_score":0.48869753},"labels":[],"label_agreement":null},{"id":"W4252188961","doi":"10.26434/chemrxiv.13190636.v1","title":"Hexacoordinated Gallium(III) Triazenide Precursor for Epitaxial Gallium Nitride by Atomic Layer Deposition","year":2020,"lang":"en","type":"preprint","venue":"ChemRxiv","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Carleton University","funders":"National Supercomputer Centre, Linköpings Universitet; Knut och Alice Wallenbergs Stiftelse; Linköpings Universitet; National Science Council; Vetenskapsrådet; Stiftelsen för Strategisk Forskning","keywords":"Materials science; Epitaxy; Atomic layer deposition; Gallium nitride; Gallium; Chemical vapor deposition; Sublimation (psychology); Layer (electronics); Stoichiometry; Thin film; Substrate (aquarium); Optoelectronics; Analytical Chemistry (journal); Nanotechnology; Chemistry; Metallurgy; Physical chemistry","score_opus":0.024931684084015696,"score_gpt":0.2669388200325083,"score_spread":0.2420071359484926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252188961","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":[0.9834059,0.00030111353,0.008933051,0.0007500234,0.001919324,0.0022052133,0.0009018189,0.00022292126,0.0013606489],"genre_scores_gemma":[0.98958874,0.000018343491,0.00094668183,0.0002657496,0.0022597536,0.000841576,0.0050657694,0.00015390309,0.00085950893],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99713063,0.000095551775,0.00082595716,0.001082156,0.00023338113,0.0006323391],"domain_scores_gemma":[0.9980997,0.00013525998,0.00068595074,0.0005784419,0.00020936967,0.00029131008],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026236285,0.00070949004,0.001034555,0.00008229458,0.00014862987,0.0003073016,0.0005962991,0.000397461,0.0007064497],"category_scores_gemma":[0.000023992843,0.00073031447,0.00062277436,0.000119831304,0.000057621477,0.0001386471,0.00028848348,0.0005425948,0.000115320305],"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":[0.00047688352,0.000210748,0.0005361465,0.00056963303,0.0005453423,0.0000030509366,0.00020039146,0.000042183477,0.93455344,0.00066331157,0.061400965,0.000797903],"study_design_scores_gemma":[0.002638152,0.0000771892,0.00006695346,0.00020432194,0.00044756313,8.177777e-7,0.000081490805,0.000528269,0.9671799,0.008412964,0.019450547,0.00091185916],"about_ca_topic_score_codex":0.000722014,"about_ca_topic_score_gemma":0.0000048840056,"teacher_disagreement_score":0.041950416,"about_ca_system_score_codex":0.000110405,"about_ca_system_score_gemma":0.00024594026,"threshold_uncertainty_score":0.9995148},"labels":[],"label_agreement":null},{"id":"W4252615913","doi":"10.1149/ma2013-01/23/930","title":"Nonradiative Recombination Mechanism in Phosphor-Free GaN-Based Nanowire White Light Emitting Diodes and the effect of Ammonium Sulfide Surface Passivation","year":2013,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"","keywords":"Passivation; Phosphor; Optoelectronics; Materials science; Diode; Nanowire; White light; Light-emitting diode; Recombination; Sulfide; Mechanism (biology); Nanotechnology; Chemistry; Layer (electronics); Metallurgy; Physics","score_opus":0.005095379548166525,"score_gpt":0.20719415075235217,"score_spread":0.20209877120418565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252615913","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":[0.9937897,0.00006894014,0.000011774052,0.0007078811,0.0002423418,0.00063485454,0.00001580634,0.000021958958,0.0045067403],"genre_scores_gemma":[0.9994678,0.0000022639633,0.00027161447,0.000025256526,0.00007229542,0.00005499042,0.00003369821,0.000024713432,0.00004738369],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99852276,0.00025984953,0.0005078831,0.00026549704,0.00018061255,0.0002633851],"domain_scores_gemma":[0.9981692,0.0008433702,0.0005834223,0.00025079367,0.00009908091,0.000054126078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013432521,0.00021535328,0.00036482708,0.00005503148,0.00012240802,0.00011834949,0.00017714035,0.00007175292,0.000049465787],"category_scores_gemma":[0.00021104983,0.00015660835,0.00008396792,0.00014169079,0.00004822897,0.00020799426,0.000027468815,0.00016040416,0.000008908092],"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":[0.0002576364,0.00010489877,0.09778733,0.00027380622,0.000103983366,0.0000018663837,0.00236941,0.013809648,0.8831151,0.0005246328,0.00030817004,0.0013435306],"study_design_scores_gemma":[0.0022434555,0.00007341649,0.014123647,0.00028493287,0.00003475963,1.9138824e-7,0.0004198295,0.0018383135,0.978753,0.0020404586,0.0000223677,0.00016567516],"about_ca_topic_score_codex":0.0025848541,"about_ca_topic_score_gemma":0.000024751504,"teacher_disagreement_score":0.095637865,"about_ca_system_score_codex":0.000031126176,"about_ca_system_score_gemma":0.000033576285,"threshold_uncertainty_score":0.63863033},"labels":[],"label_agreement":null},{"id":"W4253221484","doi":"10.26434/chemrxiv.7275704","title":"Deposition Study of Indium Trisguanidinate as a Possible Indium Nitride Precursor","year":2018,"lang":"en","type":"preprint","venue":"ChemRxiv","topic":"GaN-based semiconductor devices and materials","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":"Carleton University","funders":"Knut och Alice Wallenbergs Stiftelse; Linköpings Universitet; Stiftelsen för Strategisk Forskning; Wenner-Gren Stiftelserna","keywords":"X-ray photoelectron spectroscopy; Indium; Chemical vapor deposition; Deposition (geology); Crystallite; Materials science; Nitride; Analytical Chemistry (journal); Thermal stability; Chemistry; Crystallography; Nanotechnology; Layer (electronics); Metallurgy; Nuclear magnetic resonance; Physics","score_opus":0.021023928117858297,"score_gpt":0.27782982846645904,"score_spread":0.25680590034860074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253221484","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":[0.99337333,0.00007470295,0.000039964885,0.00002235765,0.001113884,0.0012522949,0.00006932742,0.00005934816,0.0039947834],"genre_scores_gemma":[0.99787074,0.0000042438915,0.00014121702,0.000021976404,0.00088017166,0.0002198781,0.00029242656,0.00006333191,0.0005059925],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99790436,0.00011331645,0.0006714219,0.0006594087,0.00028637607,0.0003650881],"domain_scores_gemma":[0.9980002,0.000044361102,0.00084067363,0.00074384524,0.00024295971,0.00012797979],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003011492,0.00044272968,0.0007334791,0.00018488374,0.00010058911,0.00014575043,0.00052349566,0.00022924466,0.0009248965],"category_scores_gemma":[0.00001153269,0.00042501712,0.00021268941,0.00016552392,0.00006409446,0.00010295243,0.00044669575,0.00038993102,0.0001304484],"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":[0.0009039659,0.009549144,0.1943135,0.002359791,0.0033945236,0.000037592017,0.016765866,0.00013100261,0.76205695,0.0007401854,0.0073228963,0.0024245717],"study_design_scores_gemma":[0.0015624971,0.00046911897,0.004056365,0.00028691717,0.00038089632,0.0000012501612,0.0013319745,0.000020076166,0.98612905,0.005046656,0.00017905097,0.0005361715],"about_ca_topic_score_codex":0.0017285428,"about_ca_topic_score_gemma":0.000012595195,"teacher_disagreement_score":0.22407207,"about_ca_system_score_codex":0.000045293567,"about_ca_system_score_gemma":0.00022559961,"threshold_uncertainty_score":0.9999884},"labels":[],"label_agreement":null},{"id":"W4253446475","doi":"10.1149/ma2013-01/23/939","title":"Metal Catalyzed Porous n-type GaN Layers: Low Resistivity Ohmic Contacting and Single-Step MgO/GaN Diode Formation","year":2013,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"GaN-based semiconductor devices and materials","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":"Université de Sherbrooke","funders":"","keywords":"Ohmic contact; Materials science; Electrical resistivity and conductivity; Porosity; Metal; Diode; Optoelectronics; Chemical engineering; Metallurgy; Composite material; Layer (electronics); Electrical engineering","score_opus":0.017930529079471583,"score_gpt":0.23189252726947288,"score_spread":0.21396199819000128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253446475","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":[0.98499656,0.00004801678,0.000013502586,0.000089079855,0.00037987516,0.0003397205,0.000028762108,0.00007947721,0.014024983],"genre_scores_gemma":[0.99891084,0.0000015220392,0.00040559785,0.000039883907,0.00035470733,0.000016035543,0.00014367088,0.00003432064,0.000093397095],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985384,0.0000783777,0.0004788939,0.0003148385,0.0001772314,0.00041228617],"domain_scores_gemma":[0.9988123,0.00018860537,0.00048616488,0.00023520518,0.00012596662,0.0001517445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043119918,0.00025377513,0.00033628265,0.00006233107,0.00024523318,0.00032136866,0.00012252406,0.00007459018,0.00011579883],"category_scores_gemma":[0.00009183995,0.00024034175,0.00006204248,0.0000844829,0.000037133603,0.0006663173,0.000037448055,0.00017376179,0.00011484822],"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":[0.00001928841,0.00008264526,0.0024792892,0.00009008188,0.00004909543,0.0000038126661,0.00044114314,0.00027747,0.9950054,0.000014994099,0.00016556346,0.0013711852],"study_design_scores_gemma":[0.00074298616,0.00005898918,0.013856092,0.00023669198,0.00008396881,0.0000083864215,0.0012910579,0.0004982993,0.9819521,0.00023530477,0.0006130322,0.0004231064],"about_ca_topic_score_codex":0.0050794682,"about_ca_topic_score_gemma":0.00006130451,"teacher_disagreement_score":0.013931586,"about_ca_system_score_codex":0.00004030174,"about_ca_system_score_gemma":0.000036920675,"threshold_uncertainty_score":0.9800852},"labels":[],"label_agreement":null},{"id":"W4254235687","doi":"10.7567/jjap.51.01af02","title":"Gallium Nitride Film Growth Using a Plasma Based Migration Enhanced Afterglow Chemical Vapor Deposition System","year":2012,"lang":"en","type":"article","venue":"Japanese Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Sapphire; Gallium; Gallium nitride; Chemical vapor deposition; Materials science; Epitaxy; Plasma; Nitride; Root mean square; Analytical Chemistry (journal); Thin film; Atomic force microscopy; Surface roughness; Metalorganic vapour phase epitaxy; Optoelectronics; Deposition (geology); Layer (electronics); Nanotechnology; Chemistry; Optics; Laser; Composite material; Metallurgy","score_opus":0.011817953875726992,"score_gpt":0.22533423456493248,"score_spread":0.2135162806892055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254235687","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":[0.99026966,0.0000056793656,0.008744812,0.0000089006935,0.00026405122,0.00017296133,0.000013572169,0.000019709028,0.00050065236],"genre_scores_gemma":[0.9955558,2.4260189e-7,0.0026769463,0.000041372485,0.0016452612,0.000016482634,0.000033949676,0.000027832424,0.000002096275],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99870086,0.000037601378,0.0005187201,0.00013574079,0.00028855386,0.00031855318],"domain_scores_gemma":[0.9988082,0.000066709676,0.000607596,0.00014506647,0.00019196422,0.00018045622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022440653,0.00021592487,0.0003666546,0.00005132394,0.00008875825,0.000068287925,0.00014115544,0.000053881886,0.000041124033],"category_scores_gemma":[0.000002655114,0.00018447902,0.00017220053,0.0001631246,0.000025263034,0.00037328774,0.000018506502,0.00014980443,0.000015344001],"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":[0.00023682126,0.00019272494,0.000792482,0.00007098166,0.000059067097,9.124518e-7,0.0006927385,0.0017549695,0.9950179,0.0009824927,0.00001597722,0.0001829548],"study_design_scores_gemma":[0.0009908654,0.00003133647,0.00015686704,0.00007555381,0.00012284763,0.000008541164,0.0010441688,0.004872273,0.99229,0.00019869496,0.000008596783,0.00020024367],"about_ca_topic_score_codex":0.00006261708,"about_ca_topic_score_gemma":4.79686e-7,"teacher_disagreement_score":0.0060678655,"about_ca_system_score_codex":0.00008940319,"about_ca_system_score_gemma":0.0000607719,"threshold_uncertainty_score":0.75228363},"labels":[],"label_agreement":null},{"id":"W4255236398","doi":"10.1002/0471238961.1209070811091908.a01","title":"Light‐Emitting Diodes","year":2000,"lang":"en","type":"other","venue":"Kirk-Othmer Encyclopedia of Chemical Technology","topic":"GaN-based semiconductor devices and materials","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":"Hewlett-Packard (Canada)","funders":"","keywords":"Optoelectronics; Light-emitting diode; Diode; Materials science; Semiconductor; Dopant; Infrared; Fabrication; Semiconductor device; Visible spectrum; Optics; Doping; Nanotechnology; Physics","score_opus":0.005530488495638826,"score_gpt":0.22850290891600566,"score_spread":0.22297242042036683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255236398","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":[0.070395835,0.0010264503,0.000019363699,0.00026265986,0.00044737407,0.0003271939,0.00024190916,0.00041097048,0.92686826],"genre_scores_gemma":[0.61231744,0.0009623933,0.008095957,0.00019443808,0.0065979697,0.00045530286,0.0010599694,0.0023513979,0.36796516],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980451,0.000021509266,0.0005922183,0.00060832914,0.00019402981,0.00053882],"domain_scores_gemma":[0.99864304,0.00003882073,0.00049648527,0.0006920348,0.00003178137,0.00009780839],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000054580632,0.00050739915,0.0009773023,0.00038446274,0.00002356509,0.000015590911,0.00065213407,0.00080588023,0.009512407],"category_scores_gemma":[0.000013506861,0.00047248707,0.00022874729,0.00033929755,0.0002117676,0.00003805827,0.00015523161,0.00043376593,0.00021227145],"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":[0.000021255257,0.00034952303,0.0053378874,0.00038555573,0.0006112256,0.000012600559,0.000101914455,3.075699e-7,0.46470517,0.004758873,0.46157712,0.06213858],"study_design_scores_gemma":[0.00031941207,0.000018795305,0.0000019879478,0.00020534484,0.00009370251,0.0000023884982,0.00003738426,5.610577e-7,0.23930638,0.0033780907,0.7562201,0.00041584502],"about_ca_topic_score_codex":0.00018812854,"about_ca_topic_score_gemma":0.0000031300738,"teacher_disagreement_score":0.5589031,"about_ca_system_score_codex":0.000016147822,"about_ca_system_score_gemma":0.000074237134,"threshold_uncertainty_score":0.99977267},"labels":[],"label_agreement":null},{"id":"W4256577831","doi":"10.26434/chemrxiv.12173640","title":"Epitaxial GaN using Ga(NMe2)3 and NH3 Plasma by Atomic Layer Deposition","year":2020,"lang":"en","type":"preprint","venue":"ChemRxiv","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Knut och Alice Wallenbergs Stiftelse; Vetenskapsrådet; Stiftelsen för Strategisk Forskning","keywords":"Atomic layer deposition; Epitaxy; Chemical vapor deposition; Materials science; Gallium; Layer (electronics); Deposition (geology); Nanotechnology; Analytical Chemistry (journal); Chemistry; Metallurgy; Biology","score_opus":0.02804807996609948,"score_gpt":0.2576150800169891,"score_spread":0.2295670000508896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256577831","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":[0.99699396,0.00013652496,0.0008349447,0.00013306297,0.00079257926,0.0002874429,0.00014209103,0.00005418187,0.00062520977],"genre_scores_gemma":[0.9975065,0.000010796548,0.0005408595,0.00009846958,0.0011518411,0.0000274018,0.00055134966,0.00005715278,0.000055626286],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986664,0.000043066477,0.00032048786,0.0005698147,0.00012332117,0.0002768931],"domain_scores_gemma":[0.99922276,0.000026347785,0.00025943664,0.0002756132,0.000053277363,0.00016257711],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000077252276,0.00035099447,0.0004491088,0.000035225814,0.000098378885,0.00020988035,0.00018150239,0.00018254979,0.00037335305],"category_scores_gemma":[0.0000044500334,0.0003645875,0.0001330364,0.000043268075,0.000050397204,0.00008278431,0.00022524597,0.00031970808,0.000036114598],"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":[0.000025875532,0.000044117773,0.0029764823,0.00022300931,0.0001352843,0.0000033273047,0.0002074135,0.00003525416,0.9932828,0.00028696505,0.002294329,0.0004851611],"study_design_scores_gemma":[0.0006334667,0.000019459781,0.00023858825,0.00017324294,0.0001919037,0.000002129549,0.00011796884,0.002475143,0.9905035,0.0031487732,0.0019205571,0.0005752735],"about_ca_topic_score_codex":0.0004909614,"about_ca_topic_score_gemma":0.0000019611064,"teacher_disagreement_score":0.002861808,"about_ca_system_score_codex":0.0000405596,"about_ca_system_score_gemma":0.00008149065,"threshold_uncertainty_score":0.9998806},"labels":[],"label_agreement":null},{"id":"W4280616935","doi":"10.1109/apec43599.2022.9773399","title":"Transient Overvoltage Detection Technique for GaN HEMTs Integrated in a 200-V GaN-on-SOI Process","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Applied Power Electronics Conference and Exposition (APEC)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Overvoltage; Capacitor; Transient (computer programming); Electrical engineering; Voltage; Optoelectronics; Materials science; Computer science; Engineering","score_opus":0.008976034593458332,"score_gpt":0.23658918563257306,"score_spread":0.22761315103911473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280616935","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":[0.9744224,0.000058811613,0.020585382,0.00010082159,0.0002139525,0.0017058781,0.00027648927,0.0000655576,0.0025707101],"genre_scores_gemma":[0.9959843,0.000015468902,0.000033625656,0.00023925991,0.000059655693,0.0031708141,0.0003728475,0.00003859894,0.00008538644],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99834454,0.000057129724,0.00036524454,0.00052144175,0.00021334241,0.0004982947],"domain_scores_gemma":[0.9994451,0.0000419097,0.00016263676,0.00020297428,0.0000662431,0.00008115981],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027666948,0.0002892188,0.00031918372,0.00017412317,0.00030187966,0.000093927025,0.00017623277,0.00007369238,0.0009106045],"category_scores_gemma":[0.0000012601507,0.00030485223,0.00007800471,0.00030053334,0.000032196385,0.000105893065,0.000014714341,0.00043450395,0.000005615174],"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":[0.00043555908,0.00025186813,0.000038261096,0.00003779276,0.00003672873,0.000001398877,0.00076125126,0.00028961638,0.98604435,0.010306899,0.0002084967,0.0015877798],"study_design_scores_gemma":[0.0015237051,0.00078024686,0.000056208235,0.00003130704,0.000038750117,0.0000050473395,0.0023450863,0.0005415676,0.97911084,0.0083058765,0.0067873597,0.00047399904],"about_ca_topic_score_codex":0.00006866489,"about_ca_topic_score_gemma":0.000034499364,"teacher_disagreement_score":0.021561945,"about_ca_system_score_codex":0.00014269906,"about_ca_system_score_gemma":0.00019160646,"threshold_uncertainty_score":0.99994034},"labels":[],"label_agreement":null},{"id":"W4281296454","doi":"10.1016/j.ssc.2022.114833","title":"Threading dislocation lines within indium nitride versus gallium nitride: The implications of different dominant dislocation line charge screening mechanisms","year":2022,"lang":"en","type":"article","venue":"Solid State Communications","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"Dislocation; Gallium nitride; Indium nitride; Materials science; Nitride; Indium; Threading (protein sequence); Optoelectronics; Indium gallium nitride; Line (geometry); Charge (physics); Crystallography; Condensed matter physics; Nanotechnology; Chemistry; Composite material; Physics","score_opus":0.05316535185116528,"score_gpt":0.3139861354696658,"score_spread":0.26082078361850053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281296454","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":[0.9391595,0.000294866,0.051714845,0.0046315813,0.0006570916,0.001310199,0.0015356123,0.00008004642,0.00061626465],"genre_scores_gemma":[0.99556816,0.00008623619,0.0010474151,0.000059255835,0.00008739174,0.00083207875,0.002100502,0.00003754694,0.00018141035],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981744,0.00032086697,0.00072314864,0.00026055056,0.00023733308,0.00028367416],"domain_scores_gemma":[0.9968947,0.00041420784,0.0007098471,0.001669739,0.00023700256,0.00007445966],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00056312076,0.00022709387,0.00030441038,0.0001271852,0.0013575298,0.000083080115,0.0012122599,0.000027383221,0.00017765755],"category_scores_gemma":[0.000030624804,0.00018552504,0.00013081788,0.00042008449,0.00012301555,0.00016317525,0.00061776536,0.00033813957,0.000009290797],"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":[0.00033723266,0.0012328401,0.0052752197,0.00007210669,0.0005367053,2.3428625e-7,0.009259577,0.0066040596,0.69856745,0.27300262,0.0004869893,0.0046249754],"study_design_scores_gemma":[0.0061441455,0.00085396017,0.011855224,0.00025935817,0.0011103711,0.000006358013,0.027466167,0.03917457,0.75636643,0.14930162,0.0056136427,0.001848143],"about_ca_topic_score_codex":0.0006434678,"about_ca_topic_score_gemma":0.0001804327,"teacher_disagreement_score":0.123701006,"about_ca_system_score_codex":0.000075175296,"about_ca_system_score_gemma":0.00011295192,"threshold_uncertainty_score":0.99994254},"labels":[],"label_agreement":null},{"id":"W4281679174","doi":"10.18280/acsm.460206","title":"Nitride Materials: Synthesis, Crystal Structures, and Optical Properties","year":2022,"lang":"en","type":"article","venue":"Annales de Chimie Science des Matériaux","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Nitride; Materials science; Band gap; Yield (engineering); Metal; Diffraction; Nanotechnology; Optoelectronics; Metallurgy; Optics","score_opus":0.03522399787730883,"score_gpt":0.25390203065092676,"score_spread":0.21867803277361791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281679174","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":[0.9980353,0.00017116527,0.00006486175,0.00013569818,0.000252238,0.00017190921,0.00020056794,0.000040138762,0.00092812657],"genre_scores_gemma":[0.9984376,0.000009956444,0.0010616863,0.00010789607,0.00018981208,0.00008328227,0.000011328906,0.000018895875,0.000079572186],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99845374,0.00008740748,0.00023680418,0.00038250934,0.00032110972,0.0005184075],"domain_scores_gemma":[0.99938667,0.00004830283,0.00009680136,0.00023765303,0.000059444606,0.0001711058],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00070108473,0.00018250974,0.00023176245,0.00011506378,0.00088332884,0.00039529375,0.0004039964,0.000019343432,0.0018115173],"category_scores_gemma":[0.00004565891,0.00015177963,0.000044094173,0.00018998167,0.0007045747,0.00031620832,0.00034076668,0.000114145696,0.00001330718],"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":[0.000039594048,0.000040716335,0.0012785279,0.000044741002,0.000017056522,0.000004440796,0.00046722128,0.00010589472,0.98202336,0.014382839,0.00016361012,0.0014319922],"study_design_scores_gemma":[0.00028777492,0.000099046796,0.008502749,0.000041550844,0.000048509442,0.00006592328,0.0036277901,0.00017298943,0.9648213,0.01806345,0.0038207043,0.0004482399],"about_ca_topic_score_codex":0.00027638354,"about_ca_topic_score_gemma":0.0000032808864,"teacher_disagreement_score":0.017202094,"about_ca_system_score_codex":0.000054344833,"about_ca_system_score_gemma":0.00027244413,"threshold_uncertainty_score":0.999101},"labels":[],"label_agreement":null},{"id":"W4281739539","doi":"10.1149/2162-8777/ac7663","title":"Vertical AlGaN Deep Ultraviolet Light Emitting Diodes with Polarization Enhanced p-AlGaN Epilayer on Si Substrate","year":2022,"lang":"en","type":"article","venue":"ECS Journal of Solid State Science and Technology","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Light-emitting diode; Optoelectronics; Polarization (electrochemistry); Diode; Ultraviolet","score_opus":0.0066584982870894534,"score_gpt":0.23854390264878836,"score_spread":0.2318854043616989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281739539","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":[0.9982269,0.000038577673,0.00060204114,0.00066505955,0.00016504026,0.0000854914,0.000014535182,0.000014730788,0.00018763302],"genre_scores_gemma":[0.99958676,0.000008162102,0.0002434632,0.000075140655,0.000046877834,0.000004911612,0.0000024439983,0.000010395956,0.000021826123],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987436,0.00003116529,0.0003240947,0.00022264717,0.00033866375,0.00033985334],"domain_scores_gemma":[0.99926186,0.000025031695,0.0002385951,0.00013708697,0.00024415716,0.000093256036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053459115,0.0001298719,0.00023572856,0.0003065652,0.0004538466,0.0000757885,0.0003145037,0.000023833596,0.00006772666],"category_scores_gemma":[0.000021582762,0.000098716235,0.000026333166,0.00061534194,0.0002766673,0.00025003037,0.000067908724,0.0003155433,0.0000021593792],"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":[0.000044973818,0.00007414161,0.004641863,0.000004186679,0.00001923067,0.000023290337,0.0002513827,0.00016557238,0.98911804,0.002044583,0.000006279187,0.003606452],"study_design_scores_gemma":[0.00053837127,0.0007851007,0.0010843893,0.000030833347,0.000022322343,0.00006940627,0.0015469171,0.00017386909,0.99063104,0.004604672,0.00036020705,0.00015287066],"about_ca_topic_score_codex":0.00000781409,"about_ca_topic_score_gemma":0.0000017132623,"teacher_disagreement_score":0.003557474,"about_ca_system_score_codex":0.000038012447,"about_ca_system_score_gemma":0.00018837489,"threshold_uncertainty_score":0.4025531},"labels":[],"label_agreement":null},{"id":"W4281778590","doi":"10.1016/j.pquantelec.2022.100401","title":"III-nitride nanostructures: Emerging applications for Micro-LEDs, ultraviolet photonics, quantum optoelectronics, and artificial photosynthesis","year":2022,"lang":"en","type":"article","venue":"Progress in Quantum Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Army Research Office; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; Emissions Reduction Alberta; W. M. Keck Foundation; McGill University; University of Michigan; National Science Foundation","keywords":"Photonics; Heterojunction; Optoelectronics; Materials science; Quantum dot; Nitride; Molecular beam epitaxy; Ultraviolet; Light-emitting diode; Nanotechnology; Nanostructure; Nanowire; Epitaxy; Layer (electronics)","score_opus":0.01023708907333348,"score_gpt":0.2663928122147967,"score_spread":0.25615572314146323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281778590","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":[0.98836,0.0076466217,0.00073866424,0.00021852655,0.0002925444,0.0021068428,0.0005232049,0.00008466854,0.000028957336],"genre_scores_gemma":[0.9950033,0.00012113889,0.00055236515,0.00009088471,0.0001880985,0.0034623179,0.00046012917,0.00009397484,0.000027808168],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9968975,0.00013827653,0.000724332,0.00078393094,0.00027602454,0.0011799309],"domain_scores_gemma":[0.9987145,0.00023323346,0.0003961132,0.00044956862,0.000086497486,0.000120079654],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006316776,0.000426553,0.0005697001,0.0002219942,0.0007339203,0.00016046585,0.00051090517,0.00008688533,0.000236743],"category_scores_gemma":[0.000012610274,0.0004662093,0.00017647234,0.0003480932,0.00012791368,0.00012766295,0.00014239541,0.0005578135,0.0000025760996],"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":[0.0009281488,0.0011070065,0.017328804,0.000337111,0.00040422083,0.000005040604,0.0012057315,0.00045682085,0.35003147,0.6008409,0.00048652178,0.026868206],"study_design_scores_gemma":[0.0032985825,0.0008791098,0.00026357739,0.000073245224,0.00034489637,0.000025019004,0.0027647365,0.01947214,0.6017553,0.25458425,0.11459781,0.0019413426],"about_ca_topic_score_codex":0.00015169098,"about_ca_topic_score_gemma":0.00005592622,"teacher_disagreement_score":0.34625667,"about_ca_system_score_codex":0.00021467789,"about_ca_system_score_gemma":0.0004199597,"threshold_uncertainty_score":0.999779},"labels":[],"label_agreement":null},{"id":"W4282589833","doi":"10.3390/surfaces5020024","title":"The Effects of Substrate Temperature on the Growth, Microstructural and Magnetic Properties of Gadolinium-Containing Films on Aluminum Nitride","year":2022,"lang":"en","type":"article","venue":"Surfaces","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Western University","funders":"","keywords":"Materials science; Molecular beam epitaxy; Superparamagnetism; Thin film; Raman spectroscopy; Microstructure; Magnetization; Electron diffraction; Gadolinium; Substrate (aquarium); Nitride; Magnetism; Analytical Chemistry (journal); Nanotechnology; Epitaxy; Diffraction; Composite material; Condensed matter physics; Optics; Chemistry; Metallurgy; Magnetic field","score_opus":0.008488719012824565,"score_gpt":0.19987397027372197,"score_spread":0.19138525126089742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282589833","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":[0.99837625,0.00068721466,9.5817905e-9,0.0001880965,0.00024293982,0.0003174622,0.00005963633,0.0000059044005,0.00012248465],"genre_scores_gemma":[0.9996907,0.000013958962,0.000007204882,0.00006657487,0.000028467533,0.000026618274,0.000007567552,0.000011286276,0.0001475903],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99928075,0.0001267891,0.00018018277,0.00013594227,0.00013265923,0.00014370302],"domain_scores_gemma":[0.99941236,0.00022617276,0.00013563085,0.00016079503,0.00004411103,0.000020913134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016878812,0.00012479098,0.00018522344,0.000017745537,0.00027398596,0.00004816477,0.00014107843,0.000017371198,0.0000673331],"category_scores_gemma":[0.000013681764,0.00006397756,0.000053718988,0.00006320822,0.00012369304,0.000027840115,0.00004867317,0.0001480334,6.663263e-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":[0.00017554215,0.000020582742,0.0047669327,0.000090562615,0.000036438858,6.627465e-7,0.0006734677,0.000037959508,0.99292856,0.0010313819,0.00012415681,0.00011374633],"study_design_scores_gemma":[0.00032962905,0.00053299364,0.0060685272,0.00007415508,0.000024268766,0.0000010783017,0.0027897938,0.000010174021,0.989654,0.000332039,0.00009893493,0.00008441387],"about_ca_topic_score_codex":0.00024161764,"about_ca_topic_score_gemma":0.0000036072522,"teacher_disagreement_score":0.0032745737,"about_ca_system_score_codex":0.0000043149957,"about_ca_system_score_gemma":0.00003344677,"threshold_uncertainty_score":0.2608929},"labels":[],"label_agreement":null},{"id":"W4283259475","doi":"10.1109/edtm53872.2022.9798009","title":"Self-heating in Short-channel GaN HEMTs: Maximum Channel Temperature and Equivalent Channel Temperature","year":2022,"lang":"en","type":"article","venue":"2022 6th IEEE Electron Devices Technology &amp; Manufacturing Conference (EDTM)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"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":"Channel (broadcasting); Materials science; Thermal; Optoelectronics; Temperature measurement; Wide-bandgap semiconductor; Electronic engineering; Electrical engineering; Engineering; Physics; Thermodynamics","score_opus":0.017284032903865754,"score_gpt":0.2538221255516158,"score_spread":0.23653809264775005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283259475","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":[0.99420863,0.0012572185,0.00005950219,0.0013233012,0.0009302375,0.0011007319,0.0002132358,0.0005510609,0.00035609654],"genre_scores_gemma":[0.9972266,0.00014867538,0.0001529918,0.00033012775,0.00038659005,0.0007300387,0.00040359318,0.00012317477,0.0004982198],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9951404,0.00023774155,0.0008567946,0.0015583445,0.000514495,0.0016922436],"domain_scores_gemma":[0.9983098,0.00008927851,0.00033138265,0.0009334255,0.000118414486,0.00021767929],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006201691,0.0009465972,0.0010571667,0.0009113382,0.00093690894,0.00031067536,0.0010885155,0.00046393124,0.0006261954],"category_scores_gemma":[0.000012291154,0.0009731717,0.00017153518,0.0006818335,0.00015179586,0.00037841892,0.0005404466,0.0024166235,0.000027165164],"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":[0.00039591902,0.0014215027,0.012364435,0.0014371943,0.0011861506,0.00012848778,0.00656064,0.004467311,0.9632894,0.0023594974,0.0022610433,0.0041284184],"study_design_scores_gemma":[0.0020639172,0.0006396995,0.0011269189,0.0003195704,0.00021898068,0.00013196468,0.0058740173,0.0005082777,0.9553832,0.014254575,0.01704588,0.002433033],"about_ca_topic_score_codex":0.0003843815,"about_ca_topic_score_gemma":0.0005783669,"teacher_disagreement_score":0.014784836,"about_ca_system_score_codex":0.00027665918,"about_ca_system_score_gemma":0.0002580896,"threshold_uncertainty_score":0.99988484},"labels":[],"label_agreement":null},{"id":"W4283460304","doi":"10.1016/j.jcrysgro.2022.126779","title":"Selective sublimation of GaN and regrowth of AlGaN to co-integrate enhancement mode and depletion mode high electron mobility transistors","year":2022,"lang":"en","type":"article","venue":"Journal of Crystal Growth","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Agence Nationale de la Recherche","keywords":"Sublimation (psychology); Materials science; Transistor; Optoelectronics; Barrier layer; Threshold voltage; Layer (electronics); Dry etching; Etching (microfabrication); Voltage; Nanotechnology; Electrical engineering","score_opus":0.0070492299840648,"score_gpt":0.2475106856064897,"score_spread":0.2404614556224249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283460304","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":[0.9956355,0.000046455425,0.0037006736,0.00008911624,0.000064251704,0.0002004419,0.00011746597,0.000002817917,0.00014325039],"genre_scores_gemma":[0.99952537,0.000011963152,0.00034307237,0.00001395719,0.00005204579,0.000009945238,0.000022633469,0.0000112437065,0.000009754543],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99885476,0.00012439204,0.0004935331,0.00013858569,0.00024786816,0.00014084252],"domain_scores_gemma":[0.9991059,0.000034421653,0.0005065582,0.000075078344,0.00019987693,0.00007821909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036606335,0.00012202851,0.00035504092,0.00014108606,0.00006996702,0.00001693561,0.00008133624,0.000020422867,0.00006025698],"category_scores_gemma":[0.0000061817987,0.00010914664,0.000071398805,0.00012321488,0.00003484124,0.0001743436,0.000016245514,0.00013647821,6.233563e-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":[0.00047722485,0.0001568131,0.005191209,0.000097426266,0.00008535127,3.8472146e-7,0.0012924472,0.00023931843,0.9889148,0.003323407,0.00004794191,0.00017367835],"study_design_scores_gemma":[0.0008831001,0.0013964613,0.006556609,0.000041002808,0.00008694533,0.0000054122684,0.00086378044,0.00018818818,0.9820169,0.0077720643,0.000058776037,0.00013071105],"about_ca_topic_score_codex":0.0005884627,"about_ca_topic_score_gemma":0.000012355759,"teacher_disagreement_score":0.0068978495,"about_ca_system_score_codex":0.000075125325,"about_ca_system_score_gemma":0.00008429851,"threshold_uncertainty_score":0.44508708},"labels":[],"label_agreement":null},{"id":"W4284884682","doi":"10.1063/5.0097963","title":"Increasing the mobility and power-electronics figure of merit of AlGaN with atomically thin AlN/GaN digital-alloy superlattices","year":2022,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":17,"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; Office of Science; Basic Energy Sciences; National Energy Research Scientific Computing Center; U.S. Department of Energy","keywords":"Figure of merit; Materials science; Superlattice; Electron mobility; Condensed matter physics; Optoelectronics; Thin film; Band gap; Dielectric; Doping; Wide-bandgap semiconductor; Semiconductor; Nanotechnology; Physics","score_opus":0.006054445836217817,"score_gpt":0.19719201587752588,"score_spread":0.19113757004130807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284884682","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":[0.9983338,0.00003010006,0.0001393137,0.00023806622,0.000031504558,0.0003283415,0.00016798287,0.000014990552,0.0007159037],"genre_scores_gemma":[0.9993419,9.332412e-7,0.000118038624,0.00032084747,0.000055663553,0.00004091246,0.000089159745,0.000028405475,0.0000041570866],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99889773,0.00006014357,0.00027503585,0.00027307184,0.00024825567,0.00024575164],"domain_scores_gemma":[0.99914396,0.0001622284,0.00026508042,0.0003547919,0.000029848181,0.00004412158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021686428,0.00019479336,0.0003297433,0.000018756384,0.0001546918,0.00005663251,0.00027498655,0.000017055938,0.0000913482],"category_scores_gemma":[0.0000013628818,0.00014665179,0.00007137772,0.0001502226,0.00019060641,0.000114286275,0.000109658125,0.00020282947,9.188965e-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":[0.0001330581,0.00016961784,0.00834943,0.00004595086,0.00019054758,3.6221357e-7,0.0012441834,0.0009183394,0.96912825,0.018910168,0.000082328435,0.000827763],"study_design_scores_gemma":[0.0038322718,0.00066783704,0.008932191,0.0000884953,0.0005854952,0.000007957614,0.009854867,0.00049984234,0.9549912,0.010724501,0.008275544,0.0015397847],"about_ca_topic_score_codex":0.0002492333,"about_ca_topic_score_gemma":0.0000017456117,"teacher_disagreement_score":0.014137039,"about_ca_system_score_codex":0.000019856414,"about_ca_system_score_gemma":0.000059046917,"threshold_uncertainty_score":0.59802866},"labels":[],"label_agreement":null},{"id":"W4285122061","doi":"10.1109/jphotov.2022.3168156","title":"Erratum to “InGaN Quantum Dot Superlattices as Ratchet Band Solar Cells” [Mar 22 474-482]","year":2022,"lang":"en","type":"erratum","venue":"IEEE Journal of Photovoltaics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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 Ottawa","funders":"","keywords":"Superlattice; Quantum dot; Dipole; Ratchet; Absorption (acoustics); Matrix (chemical analysis); Physics; Square (algebra); Sigma; Discrete dipole approximation; Unit (ring theory); Condensed matter physics; Quantum mechanics; Optics; Materials science; Mathematics; Geometry","score_opus":0.01682258868018161,"score_gpt":0.2616088750421737,"score_spread":0.24478628636199212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285122061","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":[0.7931114,0.0013001807,0.00008730161,0.00034360937,0.184513,0.0010044684,0.001689256,0.00006412706,0.017886681],"genre_scores_gemma":[0.7506727,0.0013205414,0.00082461396,0.0029855943,0.048701048,0.00014331996,0.0011801445,0.0010240099,0.19314805],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948528,0.00035947975,0.0018085369,0.0006916788,0.0013004832,0.000987051],"domain_scores_gemma":[0.9955999,0.00018360866,0.0020712088,0.00080745347,0.00061256625,0.00072521577],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012699887,0.0009847399,0.0018376505,0.0006095651,0.0004686572,0.00058182346,0.0015178027,0.00042432794,0.0070916177],"category_scores_gemma":[0.000037716127,0.00091068534,0.000933572,0.00046724334,0.000091008056,0.00046497482,0.00018342471,0.0029279192,0.00013960304],"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":[0.00010678324,0.00016806308,0.00013770585,0.00016347758,0.0003792082,0.000108867105,0.0006614946,0.00008399577,0.386423,0.000025680205,0.6116667,0.00007503319],"study_design_scores_gemma":[0.0007608905,0.0007328585,0.000016104756,0.00037097218,0.00048521016,0.000041765663,0.0015351466,0.000028040373,0.22927842,0.0010301756,0.76488894,0.0008315051],"about_ca_topic_score_codex":0.0017941423,"about_ca_topic_score_gemma":0.000051725765,"teacher_disagreement_score":0.17526136,"about_ca_system_score_codex":0.00023486398,"about_ca_system_score_gemma":0.0016066923,"threshold_uncertainty_score":0.99937236},"labels":[],"label_agreement":null},{"id":"W4285605754","doi":"10.1016/j.sse.2022.108420","title":"Modeling of forward gate leakage current for normally off pGaN/AlGaN/GaN HEMTs","year":2022,"lang":"en","type":"article","venue":"Solid-State Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Optoelectronics; Leakage (economics); High-electron-mobility transistor; Electrical engineering; Electronic engineering; Transistor; Engineering; Voltage","score_opus":0.014534458245876689,"score_gpt":0.2737827176893747,"score_spread":0.259248259443498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285605754","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":[0.9837007,0.0012902791,0.01243694,0.00009712384,0.0005954737,0.00068317907,0.000781561,0.000053546893,0.0003612265],"genre_scores_gemma":[0.9984768,0.0000874289,0.00016416839,0.000062377425,0.00018400625,0.00019410797,0.00048277102,0.00007242277,0.00027594215],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978478,0.0000688652,0.00058660825,0.00038921714,0.00027703983,0.0008304825],"domain_scores_gemma":[0.99908113,0.000042071133,0.0002749107,0.00034727657,0.00014445306,0.000110151275],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040204916,0.00028733435,0.000459449,0.000097276075,0.00030584392,0.000049583225,0.00038543736,0.000027517457,0.0002921491],"category_scores_gemma":[0.0000048191255,0.00030295664,0.00027294658,0.0001711906,0.00002575065,0.0001457427,0.00012594138,0.0003063675,0.000007912088],"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":[0.00067158206,0.0009162867,0.000481987,0.0005569442,0.0006395026,0.0000033706426,0.0028081655,0.61620295,0.32164383,0.027315423,0.0019020621,0.026857886],"study_design_scores_gemma":[0.004791347,0.001091402,0.000017672646,0.00007688789,0.00035971933,0.000005427678,0.0013121305,0.45270437,0.31031612,0.05068911,0.17710426,0.001531538],"about_ca_topic_score_codex":0.00008252588,"about_ca_topic_score_gemma":0.000035665933,"teacher_disagreement_score":0.1752022,"about_ca_system_score_codex":0.00011477208,"about_ca_system_score_gemma":0.00041444553,"threshold_uncertainty_score":0.99994224},"labels":[],"label_agreement":null},{"id":"W4285776343","doi":"","title":"Impact of plasma etching process exposure on the integrity of AlN and AlGaN layers integrated in GaN heterojunction transistors (HEMTs)","year":2019,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"GaN-based semiconductor devices and materials","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Materials science; Etching (microfabrication); Optoelectronics; Heterojunction; Transistor; Plasma etching; Plasma; Wide-bandgap semiconductor; Gallium nitride; Nanotechnology; Electrical engineering; Layer (electronics); Voltage; Engineering","score_opus":0.01669895029871735,"score_gpt":0.2493530500359532,"score_spread":0.23265409973723586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285776343","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":[0.99490947,0.00006246306,0.001375078,0.0003671182,0.00014199488,0.0004531252,0.00017379803,0.000019839274,0.002497107],"genre_scores_gemma":[0.9992657,0.000024829185,0.00025346945,0.000008187466,0.00001016001,0.000026435475,0.00027220254,0.00002400671,0.00011502717],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9970468,0.0016940656,0.00049960235,0.000387789,0.00019288983,0.00017884033],"domain_scores_gemma":[0.9974009,0.0005594275,0.00059654657,0.0007842485,0.0006020309,0.0000568695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019916366,0.00026418176,0.00044349107,0.00014656152,0.0000667816,0.0000882182,0.00046408107,0.00014855387,0.00013555583],"category_scores_gemma":[0.00011268655,0.00019635024,0.00019089997,0.00018539716,0.00012264345,0.00008255502,0.00010821765,0.0005970681,0.0000017899775],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043474248,0.0027932825,0.45699692,0.0016460129,0.0009838253,0.0000014444844,0.0895464,0.0043113264,0.3752315,0.023083568,0.00030030392,0.04467069],"study_design_scores_gemma":[0.001720012,0.0000111725385,0.052574668,0.006394852,0.00013049536,0.0000015777264,0.0034199995,0.011274522,0.9201277,0.0034524126,0.00019796738,0.0006946539],"about_ca_topic_score_codex":0.009279116,"about_ca_topic_score_gemma":0.0007855413,"teacher_disagreement_score":0.5448962,"about_ca_system_score_codex":0.00005938087,"about_ca_system_score_gemma":0.00023037863,"threshold_uncertainty_score":0.9973182},"labels":[],"label_agreement":null},{"id":"W4288029445","doi":"","title":"Scalable small signal modeling of AlGaN/GaN HEMT based on distributed gate resistance","year":2019,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"GaN-based semiconductor devices and materials","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"High-electron-mobility transistor; Scalability; Materials science; Optoelectronics; Wide-bandgap semiconductor; Gallium nitride; SIGNAL (programming language); Electronic engineering; Computer science; Electrical engineering; Transistor; Engineering; Nanotechnology; Layer (electronics); Voltage","score_opus":0.01770850231681724,"score_gpt":0.22063408205153742,"score_spread":0.2029255797347202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288029445","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":[0.59915316,0.00023454297,0.3582879,0.0014212944,0.00032467296,0.0007425153,0.0020130847,0.00012012827,0.037702702],"genre_scores_gemma":[0.9880317,0.000010921429,0.00722506,0.000043540127,0.00003666033,0.000044346416,0.002436073,0.000052404623,0.0021193018],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99629545,0.0016651221,0.00064323633,0.00070591446,0.00032409752,0.0003662068],"domain_scores_gemma":[0.9954396,0.0005718996,0.00068557664,0.0018145519,0.0013497795,0.00013859892],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022145726,0.00037215534,0.00055898266,0.00011748914,0.00016128019,0.00023370096,0.0009238515,0.0001760715,0.0005974115],"category_scores_gemma":[0.00008466999,0.00038729038,0.00026852198,0.00019461682,0.00009132502,0.00006448483,0.00034652665,0.00042892055,0.00003143977],"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":[0.00047986835,0.005247251,0.018560225,0.0041733943,0.00094411406,0.000009379558,0.0060705408,0.53276706,0.25084546,0.16722627,0.00328635,0.010390067],"study_design_scores_gemma":[0.0010458257,9.570244e-7,0.000373145,0.004230746,0.00010136071,1.7910888e-7,0.00010947615,0.5610022,0.4247314,0.005822521,0.0019223195,0.0006598749],"about_ca_topic_score_codex":0.0018708718,"about_ca_topic_score_gemma":0.0002715534,"teacher_disagreement_score":0.38887852,"about_ca_system_score_codex":0.00006637209,"about_ca_system_score_gemma":0.00034894413,"threshold_uncertainty_score":0.9998579},"labels":[],"label_agreement":null},{"id":"W4288602343","doi":"","title":"Digital Photocorrosion of III-V Nanoheterostructures","year":2019,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"GaN-based semiconductor devices and materials","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Computer science; Optoelectronics; Materials science","score_opus":0.010010670729350303,"score_gpt":0.22380011034427486,"score_spread":0.21378943961492455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288602343","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":[0.9440909,0.0001385682,0.011021405,0.0002657217,0.0005223691,0.00078282604,0.0006940654,0.00006553735,0.042418614],"genre_scores_gemma":[0.9914237,0.000015822958,0.0017882863,0.000020188894,0.000040298542,0.000054514858,0.0013319029,0.00004067273,0.0052845622],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976757,0.0007451855,0.00052867335,0.00053531374,0.00026423892,0.0002508876],"domain_scores_gemma":[0.9964786,0.0003436851,0.0007230295,0.001497968,0.0008585554,0.000098148754],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008522448,0.00031107976,0.0004762068,0.000097279175,0.00009962623,0.000391356,0.0008096284,0.00016411857,0.0007385028],"category_scores_gemma":[0.000057027697,0.00029963194,0.00027113748,0.000102917875,0.000121411846,0.00014942719,0.00090464455,0.00030253906,0.0000318356],"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":[0.0000688756,0.0010192464,0.03669558,0.0008747651,0.0003073862,0.0000017321379,0.008577864,0.00029281978,0.8411019,0.050475705,0.0031135932,0.057470553],"study_design_scores_gemma":[0.000838368,6.4087595e-7,0.0021718282,0.0018463646,0.00005779244,0.0000011310217,0.00018705762,0.0010164275,0.9774544,0.0062431376,0.009652276,0.00053057587],"about_ca_topic_score_codex":0.0013653,"about_ca_topic_score_gemma":0.000051708837,"teacher_disagreement_score":0.13635252,"about_ca_system_score_codex":0.000027246639,"about_ca_system_score_gemma":0.00016879036,"threshold_uncertainty_score":0.9999456},"labels":[],"label_agreement":null},{"id":"W4289782801","doi":"","title":"Digital photocorrosion of GaAs/AlGaAs heterostructures: Biosensing Applications","year":2017,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"GaN-based semiconductor devices and materials","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Heterojunction; Biosensor; Materials science; Optoelectronics; Gallium arsenide; Nanotechnology; Engineering physics; Engineering","score_opus":0.013852127830127466,"score_gpt":0.24301054642618553,"score_spread":0.22915841859605807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289782801","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":[0.8186805,0.00039941887,0.10248221,0.0008194456,0.0005518392,0.0021979753,0.0018308935,0.0001744097,0.072863266],"genre_scores_gemma":[0.99070764,0.000028334649,0.0054381434,0.000015494292,0.0000737451,0.00012853576,0.0015853257,0.00004688397,0.0019758875],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976936,0.00061631453,0.0005489915,0.00061363156,0.00025614703,0.000271298],"domain_scores_gemma":[0.9950003,0.0003241874,0.0011032106,0.0023430015,0.0010958707,0.0001334436],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009012473,0.00033323263,0.000462468,0.000111171,0.00036070932,0.0007334042,0.0010131154,0.00017530227,0.0002057725],"category_scores_gemma":[0.000095059724,0.0003368404,0.00027377094,0.000084645595,0.00024691215,0.00016694525,0.0009435404,0.00033384858,0.000023081639],"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":[0.0000318763,0.0009143263,0.011295469,0.0007126725,0.00026102347,0.0000019884353,0.0046196016,0.00008651867,0.76191777,0.048162326,0.0010177755,0.17097868],"study_design_scores_gemma":[0.00057376,4.9137554e-7,0.0012561077,0.0018805244,0.00008247695,0.0000023533096,0.00014722296,0.00079100655,0.9576654,0.016741691,0.02028069,0.0005782796],"about_ca_topic_score_codex":0.0010678216,"about_ca_topic_score_gemma":0.000085673324,"teacher_disagreement_score":0.19574764,"about_ca_system_score_codex":0.000033608794,"about_ca_system_score_gemma":0.00018249982,"threshold_uncertainty_score":0.9999084},"labels":[],"label_agreement":null},{"id":"W4289782876","doi":"","title":"Gallium Nitride (GaN) for high power applications","year":2016,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"GaN-based semiconductor devices and materials","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Gallium nitride; Materials science; Optoelectronics; Wide-bandgap semiconductor; Nitride; Gallium; Gallium arsenide; Power (physics); Indium gallium nitride; Engineering physics; Nanotechnology; Metallurgy; Engineering; Physics; Layer (electronics)","score_opus":0.011823243646100264,"score_gpt":0.23485663138434276,"score_spread":0.2230333877382425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289782876","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":[0.19347687,0.00045142666,0.7227057,0.007973263,0.00083107234,0.0025754867,0.0026089782,0.00030891172,0.06906828],"genre_scores_gemma":[0.976138,0.000034456225,0.011612166,0.000082887935,0.00017744451,0.001008282,0.0016798634,0.00007360398,0.009193295],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9972145,0.00090450334,0.0005328736,0.0007396342,0.00021744113,0.00039105694],"domain_scores_gemma":[0.99487925,0.0009019394,0.0005746915,0.0018229006,0.0016511498,0.00017009354],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017875775,0.00035711637,0.00042172376,0.00010614686,0.000297052,0.00034963,0.0010071136,0.00018528193,0.0010005423],"category_scores_gemma":[0.000084144216,0.0003311054,0.00026077445,0.00011978194,0.00012201706,0.00010253679,0.00046576833,0.00025839056,0.000106938496],"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":[0.000023962173,0.00070889416,0.002216689,0.00025303932,0.00029806152,4.874482e-7,0.0015634965,0.000013966131,0.09127856,0.871989,0.006089309,0.025564544],"study_design_scores_gemma":[0.0013759345,7.465121e-7,0.0010665633,0.0012821525,0.00016427976,0.0000010146216,0.0001569271,0.00019221714,0.5599798,0.2082188,0.22651923,0.0010423602],"about_ca_topic_score_codex":0.00085541204,"about_ca_topic_score_gemma":0.00009613852,"teacher_disagreement_score":0.78266114,"about_ca_system_score_codex":0.000058774323,"about_ca_system_score_gemma":0.00026182446,"threshold_uncertainty_score":0.9999141},"labels":[],"label_agreement":null},{"id":"W4289799486","doi":"","title":"Fabrication Process of GaN-HEMT Based Technology","year":2016,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"GaN-based semiconductor devices and materials","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"High-electron-mobility transistor; Fabrication; Process (computing); Gallium nitride; Optoelectronics; Wide-bandgap semiconductor; Computer science; Materials science; Electronic engineering; Electrical engineering; Engineering; Transistor; Nanotechnology; Voltage; Layer (electronics); Operating system","score_opus":0.011155108573609173,"score_gpt":0.24039753968289682,"score_spread":0.22924243110928763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289799486","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":[0.7782725,0.00031941425,0.1689648,0.0065253037,0.0003759833,0.0007524899,0.00046592293,0.00022780603,0.04409578],"genre_scores_gemma":[0.99393654,0.000014408433,0.0040831706,0.000025096739,0.00004542552,0.00013126059,0.00047744397,0.00003989256,0.0012467729],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974173,0.00095566973,0.0005418223,0.00057523727,0.0002388412,0.0002711866],"domain_scores_gemma":[0.99463814,0.000375077,0.0008879436,0.0015932675,0.002418267,0.00008731607],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014563407,0.00028238824,0.00042327482,0.00023677052,0.00011926424,0.00009855499,0.0009829784,0.00022218315,0.0006754349],"category_scores_gemma":[0.00020381564,0.00025936522,0.00016107003,0.00027396806,0.00020422737,0.00008213857,0.00030259255,0.00026825658,0.000030369823],"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":[0.000045949666,0.0021054903,0.06667938,0.0014375595,0.0003972888,0.0000017437045,0.004629513,0.00013445664,0.51887035,0.29739997,0.001751511,0.10654679],"study_design_scores_gemma":[0.00045763684,3.6989516e-7,0.0007903334,0.0014991114,0.00005161577,3.3768052e-7,0.00011756194,0.0009279543,0.9606402,0.032520995,0.0026810695,0.0003128352],"about_ca_topic_score_codex":0.00045929177,"about_ca_topic_score_gemma":0.000046263336,"teacher_disagreement_score":0.44176984,"about_ca_system_score_codex":0.00003976154,"about_ca_system_score_gemma":0.0003656734,"threshold_uncertainty_score":0.9999859},"labels":[],"label_agreement":null},{"id":"W4289812371","doi":"","title":"Modelling of the photoluminescence monitoredphotocorrosion of GaAs/AlGaAs nano-heterostructures","year":2017,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Photoluminescence; Heterojunction; Materials science; Optoelectronics; Nano-; Gallium arsenide; Composite material","score_opus":0.02152451386884486,"score_gpt":0.2382831272786552,"score_spread":0.21675861340981034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289812371","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":[0.98052454,0.00026649315,0.0135447765,0.00018211582,0.00059812993,0.0007394535,0.0003311889,0.00002507704,0.00378821],"genre_scores_gemma":[0.9948164,0.000039133127,0.0040055085,0.0000068086847,0.000037421232,0.000059890463,0.00014307037,0.000031211457,0.0008605236],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997376,0.0010825421,0.00056221354,0.0004474922,0.00031350038,0.00021820894],"domain_scores_gemma":[0.9946526,0.00024082916,0.001471853,0.0024132116,0.0011517529,0.000069722126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092072226,0.00027977914,0.00045707106,0.000061635736,0.00026651824,0.00016838608,0.0016343793,0.00015321087,0.0001341629],"category_scores_gemma":[0.0000795878,0.00022707226,0.00030733462,0.000078246376,0.0003005435,0.00008287938,0.0010544485,0.00030359332,0.0000020938305],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018240282,0.00024725407,0.01038958,0.0004111601,0.00006827285,2.503515e-7,0.0041182325,0.0019848505,0.97451186,0.00616842,0.00014996895,0.0019319371],"study_design_scores_gemma":[0.00024123592,2.5407516e-7,0.0006196473,0.0020914373,0.00004881375,4.912358e-7,0.00007647402,0.008663109,0.9839637,0.0037429195,0.00035277108,0.0001991328],"about_ca_topic_score_codex":0.00817444,"about_ca_topic_score_gemma":0.00009326465,"teacher_disagreement_score":0.014291877,"about_ca_system_score_codex":0.000021389113,"about_ca_system_score_gemma":0.00019257051,"threshold_uncertainty_score":0.9984302},"labels":[],"label_agreement":null},{"id":"W4289875214","doi":"","title":"Scaling of GaN HEMTs Thermal Transient Characteristics","year":2018,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"GaN-based semiconductor devices and materials","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Scaling; Transient (computer programming); Materials science; Thermal; Optoelectronics; Gallium nitride; Wide-bandgap semiconductor; Transient analysis; Electronic engineering; Computer science; Transient response; Electrical engineering; Physics; Composite material; Engineering; Thermodynamics; Mathematics","score_opus":0.014831121994678365,"score_gpt":0.23181127663857864,"score_spread":0.21698015464390027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289875214","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":[0.9630097,0.00011409721,0.014842414,0.0005671988,0.00044927717,0.00031254324,0.0004211657,0.000060865448,0.020222731],"genre_scores_gemma":[0.99385864,0.000028388042,0.004154815,0.000028733642,0.00012427465,0.000029548431,0.00087889674,0.000044955108,0.0008517391],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9969231,0.0014034407,0.0006242864,0.00049733504,0.00025819198,0.0002936436],"domain_scores_gemma":[0.9962737,0.00035282146,0.00069632824,0.001284085,0.0012639335,0.00012912876],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019714346,0.00030074987,0.00047875533,0.00008755859,0.00014958555,0.00018818991,0.00075523055,0.00015173867,0.0010060503],"category_scores_gemma":[0.00007738331,0.00030444047,0.00023886438,0.00011100069,0.00019370412,0.000067696215,0.00035073402,0.00029920583,0.000028939648],"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":[0.00007484224,0.0023589353,0.028754799,0.0012734983,0.00071603846,0.0000045036954,0.033338428,0.000092495764,0.7835852,0.05431936,0.0012157536,0.09426614],"study_design_scores_gemma":[0.00060179783,7.336483e-7,0.011279521,0.002488223,0.00014545633,9.824225e-7,0.00021161219,0.002267841,0.97270364,0.0021550967,0.007530683,0.0006143983],"about_ca_topic_score_codex":0.001026949,"about_ca_topic_score_gemma":0.000041122974,"teacher_disagreement_score":0.18911844,"about_ca_system_score_codex":0.000027859285,"about_ca_system_score_gemma":0.00018865312,"threshold_uncertainty_score":0.99994075},"labels":[],"label_agreement":null},{"id":"W4289889994","doi":"","title":"Chemical beam epitaxy grown AlGaNAs for photovoltaic applications","year":2016,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"GaN-based semiconductor devices and materials","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":"Institut National de la Recherche Scientifique; Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Chemical beam epitaxy; Photovoltaic system; Materials science; Optoelectronics; Molecular beam epitaxy; Epitaxy; Engineering physics; Nanotechnology; Physics; Electrical engineering; Engineering","score_opus":0.013356193718859481,"score_gpt":0.23651164522463022,"score_spread":0.22315545150577074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289889994","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":[0.38005877,0.0006869561,0.56415963,0.0049229325,0.0006185921,0.0034233148,0.002789881,0.0003890191,0.04295089],"genre_scores_gemma":[0.97373843,0.000040271396,0.016472673,0.00008582155,0.00024924905,0.0016914073,0.002574599,0.00008570122,0.005061834],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99733317,0.00062000786,0.00056529284,0.00083053857,0.00022292485,0.0004280448],"domain_scores_gemma":[0.9952054,0.00092449307,0.0005685496,0.0017679619,0.0013260574,0.00020755616],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016526089,0.00038478168,0.00046757932,0.0001001719,0.00026249222,0.0002964932,0.001072958,0.0002212577,0.0006239244],"category_scores_gemma":[0.0001093939,0.00036267054,0.00035650868,0.00012945954,0.00017146896,0.0000996347,0.0006728911,0.00029639358,0.00007702978],"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":[0.000016367878,0.0006353445,0.0011446811,0.00028845263,0.00024339874,3.6262932e-7,0.0011944976,0.000003865596,0.78357935,0.17805503,0.0047520706,0.030086607],"study_design_scores_gemma":[0.00064142776,2.4741263e-7,0.00012067585,0.00062902353,0.00009609418,7.849847e-7,0.000060227907,0.0002877151,0.87083,0.050683547,0.07613918,0.0005110978],"about_ca_topic_score_codex":0.0008435974,"about_ca_topic_score_gemma":0.000059656923,"teacher_disagreement_score":0.59367967,"about_ca_system_score_codex":0.00007277978,"about_ca_system_score_gemma":0.00025676072,"threshold_uncertainty_score":0.9998825},"labels":[],"label_agreement":null},{"id":"W4289999926","doi":"","title":"GaN-HEMT Devices for High-Power Applications","year":2016,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"GaN-based semiconductor devices and materials","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"High-electron-mobility transistor; Power (physics); Computer science; Electrical engineering; Optoelectronics; Materials science; Transistor; Engineering; Physics; Voltage","score_opus":0.012853856004118829,"score_gpt":0.24178775642677208,"score_spread":0.22893390042265324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289999926","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":[0.20255521,0.0007303899,0.69744295,0.009177572,0.00084168033,0.002711259,0.0026895779,0.00035278208,0.083498575],"genre_scores_gemma":[0.9791478,0.000029018036,0.011912691,0.000090751404,0.00016153404,0.0010420523,0.0014833504,0.00006838993,0.0060644164],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9972106,0.00088686886,0.000531953,0.0007694977,0.00021592712,0.00038512118],"domain_scores_gemma":[0.99494725,0.0009531452,0.00064216205,0.0017651999,0.0015275766,0.00016468618],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017338467,0.00036676662,0.00043245679,0.00010623534,0.00032872538,0.00039282657,0.0010571377,0.00018782921,0.0010248051],"category_scores_gemma":[0.00006955255,0.00033383688,0.0002494526,0.000120753844,0.0001293931,0.00012114213,0.00046862024,0.00023577355,0.000102006394],"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":[0.00002027497,0.00079350336,0.0035547647,0.00041151224,0.00037832413,4.5488474e-7,0.0021109676,0.000017770737,0.06823521,0.87280566,0.006021003,0.045650583],"study_design_scores_gemma":[0.0014592068,8.972726e-7,0.0023053924,0.0019626482,0.00022468338,0.000001065782,0.00026399715,0.0002780243,0.5252425,0.16267836,0.304317,0.0012662369],"about_ca_topic_score_codex":0.00075687695,"about_ca_topic_score_gemma":0.00020754339,"teacher_disagreement_score":0.7765926,"about_ca_system_score_codex":0.000052441694,"about_ca_system_score_gemma":0.0002376481,"threshold_uncertainty_score":0.99991137},"labels":[],"label_agreement":null},{"id":"W4290072697","doi":"","title":"Normally-Off AlGaN/GaN MOS-HEMTs Using Ultra-Thin Al0.45GaN0.55N Barrier and PECVDSiOx as Gate Insulator","year":2016,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"GaN-based semiconductor devices and materials","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Materials science; Optoelectronics; Wide-bandgap semiconductor; Insulator (electricity); Gallium nitride; Nanotechnology; Layer (electronics)","score_opus":0.012590568227414556,"score_gpt":0.2341600937656189,"score_spread":0.22156952553820433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4290072697","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":[0.9686636,0.00068232336,0.00568291,0.0012193602,0.0005312632,0.00057685515,0.00048545748,0.00013714281,0.022021085],"genre_scores_gemma":[0.99099106,0.00014081113,0.0037234058,0.0001305607,0.00014864175,0.000047212547,0.0004925646,0.00009585404,0.004229879],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.995475,0.0018723735,0.00072756206,0.0009811653,0.0003804276,0.0005634802],"domain_scores_gemma":[0.99539334,0.0005052326,0.0007601382,0.0017863257,0.0011611572,0.00039379598],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022009378,0.00057194114,0.0006260142,0.00016667962,0.0004529393,0.000720623,0.0009391286,0.00028751243,0.0010249619],"category_scores_gemma":[0.00019053603,0.00053079677,0.00023989435,0.0001643836,0.00024991593,0.00029114445,0.000754884,0.0005132163,0.000079559715],"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":[0.000046337576,0.0006018698,0.015855057,0.00040140966,0.00050783105,0.000009249086,0.01099004,0.000116299845,0.8930742,0.054175284,0.0007538158,0.023468617],"study_design_scores_gemma":[0.0017301148,0.000001339455,0.0034408013,0.0032989632,0.00023201294,0.000012207654,0.00039842233,0.0039723753,0.93891704,0.018662034,0.027800707,0.0015339613],"about_ca_topic_score_codex":0.0026879844,"about_ca_topic_score_gemma":0.00010835786,"teacher_disagreement_score":0.04584287,"about_ca_system_score_codex":0.000082656334,"about_ca_system_score_gemma":0.00048347795,"threshold_uncertainty_score":0.99988824},"labels":[],"label_agreement":null},{"id":"W4290607239","doi":"","title":"Modeling of the photoluminescence monitored photocorrosion of GaAs/AlGaAs nano-heterostructures","year":2017,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"GaN-based semiconductor devices and materials","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Photoluminescence; Heterojunction; Optoelectronics; Materials science; Nano-; Gallium arsenide; Nanotechnology; Engineering physics; Physics; Composite material","score_opus":0.016686222803810366,"score_gpt":0.2421786027196523,"score_spread":0.22549237991584192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4290607239","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":[0.9890702,0.00023933928,0.005310068,0.00019462958,0.00059628906,0.0007561318,0.0003086054,0.00002687719,0.003497857],"genre_scores_gemma":[0.99657947,0.000031222717,0.002497077,0.000008383978,0.000038006336,0.00006753458,0.0001618797,0.000032069318,0.0005843684],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9972787,0.0011290403,0.0005908265,0.00045803745,0.0003197934,0.00022359216],"domain_scores_gemma":[0.99491006,0.0001757526,0.0011259904,0.0024571142,0.0012596064,0.00007148692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009486654,0.00028648984,0.00047302656,0.000063899075,0.00027226305,0.0001727622,0.0016716542,0.00015495291,0.00011583606],"category_scores_gemma":[0.00013787781,0.00023288117,0.00031255017,0.000079183366,0.00024196094,0.00008590117,0.0011596766,0.0003012659,0.0000019703734],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001604633,0.00018480151,0.0073736208,0.0002870456,0.000052796106,1.732228e-7,0.0029444143,0.00072422856,0.98391914,0.0028964605,0.00007185847,0.0015294215],"study_design_scores_gemma":[0.00030357772,2.725431e-7,0.00085464184,0.0021744294,0.00005279588,5.1361883e-7,0.000111782174,0.01672807,0.9766428,0.0027721082,0.00014651242,0.0002125028],"about_ca_topic_score_codex":0.008866053,"about_ca_topic_score_gemma":0.00017636547,"teacher_disagreement_score":0.016003842,"about_ca_system_score_codex":0.00002561795,"about_ca_system_score_gemma":0.00020905369,"threshold_uncertainty_score":0.997734},"labels":[],"label_agreement":null},{"id":"W4292632476","doi":"10.1007/978-3-030-98347-5_19","title":"Efficient Approximate DNN Accelerators for Edge Devices: An Experimental Study","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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 Saskatchewan","funders":"","keywords":"Inference; Multiplier (economics); Deep neural networks; Computation; Computer science; Edge device; Enhanced Data Rates for GSM Evolution; Function (biology); Artificial neural network; Algorithm; Computer engineering; Artificial intelligence","score_opus":0.04179005161943671,"score_gpt":0.2896277489400447,"score_spread":0.247837697320608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292632476","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":[0.6974477,0.00016453206,0.00008029235,0.000011315527,0.0017181789,0.004251395,0.0012087994,0.0001721146,0.29494563],"genre_scores_gemma":[0.93465286,5.13196e-7,0.00021545636,0.00011619812,0.0008533913,0.0007217781,0.0009767297,0.00017823596,0.06228481],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997977,0.00003317781,0.00053228147,0.00078318384,0.00029372846,0.00038061556],"domain_scores_gemma":[0.9988239,0.00004586948,0.00032124968,0.00057381234,0.00006871962,0.00016647404],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002297437,0.00056986284,0.0006423736,0.00011347212,0.00031966637,0.00019717398,0.00043928355,0.00008601743,0.028967667],"category_scores_gemma":[5.8952446e-7,0.00051160034,0.00026094433,0.000024009076,0.00003355972,0.000085258434,0.00021277562,0.00018438601,0.000050289946],"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":[0.0005093572,0.010331716,0.00096137176,0.0004702017,0.0023026494,0.00002551537,0.009012106,0.0007400603,0.037891615,0.92730254,0.006987882,0.0034649917],"study_design_scores_gemma":[0.0074087796,0.005553527,0.000028180604,0.0001384923,0.001041324,0.0000030589838,0.03165138,0.0010892639,0.052426208,0.0031085017,0.8928109,0.0047404137],"about_ca_topic_score_codex":0.0001808015,"about_ca_topic_score_gemma":0.0000103174825,"teacher_disagreement_score":0.92419404,"about_ca_system_score_codex":0.000089684574,"about_ca_system_score_gemma":0.00010033005,"threshold_uncertainty_score":0.99973357},"labels":[],"label_agreement":null},{"id":"W4293182655","doi":"10.1063/5.0092599","title":"AlGaN nanowire deep ultraviolet light emitting diodes with graphene electrode","year":2022,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":9,"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":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Graphene; Light-emitting diode; Optoelectronics; Nanowire; Electrode; Semiconductor; Ultraviolet; Diode; Nanotechnology; Chemistry","score_opus":0.005384247066462733,"score_gpt":0.19217761795422267,"score_spread":0.18679337088775994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293182655","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":[0.9939798,0.000018668648,0.0030220216,0.0003224424,0.0001471568,0.0003273037,0.00006611247,0.00007740047,0.002039102],"genre_scores_gemma":[0.9963093,5.278101e-7,0.0005877046,0.0018372509,0.0004935315,0.00030705094,0.0003624877,0.00007452803,0.000027651884],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983715,0.000047500595,0.0002488178,0.00048127916,0.0003060794,0.0005448423],"domain_scores_gemma":[0.9992412,0.00003904163,0.00021766961,0.00039190732,0.000021453061,0.00008872601],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000118453194,0.00032310517,0.00033398735,0.000043503453,0.0005024897,0.00009170316,0.00033805342,0.000019246472,0.000277416],"category_scores_gemma":[3.0669358e-7,0.00030177107,0.00011673551,0.00030142642,0.000049056805,0.000095660085,0.000084715866,0.0002951763,0.000019918],"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":[0.00003192907,0.00009951894,0.0029725304,0.000015262936,0.000121997124,0.000002829786,0.00055769243,0.0012520547,0.978765,0.012754146,0.0007803281,0.0026467214],"study_design_scores_gemma":[0.0012796074,0.00008509067,0.00039224958,0.00001679379,0.0001487088,0.000002255619,0.0012329761,0.000052811316,0.9869258,0.0022530516,0.006757382,0.0008532764],"about_ca_topic_score_codex":0.00012365532,"about_ca_topic_score_gemma":0.0000017299151,"teacher_disagreement_score":0.010501094,"about_ca_system_score_codex":0.000038410424,"about_ca_system_score_gemma":0.000034634002,"threshold_uncertainty_score":0.99994344},"labels":[],"label_agreement":null},{"id":"W4293248902","doi":"10.1149/10806.0003ecst","title":"(Invited) Recent Progress on Molecular Beam Epitaxy of AlGaN Nanowires for Deep Ultraviolet Light Emitting Devices","year":2022,"lang":"en","type":"article","venue":"ECS Transactions","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"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":"Nanowire; Materials science; Light-emitting diode; Optoelectronics; Molecular beam epitaxy; Ultraviolet; Gallium nitride; Diode; Epitaxy; Wide-bandgap semiconductor; Light emission; Layer (electronics); Nanotechnology","score_opus":0.011195279179323345,"score_gpt":0.2476515001348537,"score_spread":0.23645622095553037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293248902","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":[0.9903951,0.00026761307,0.0057579773,0.0014561458,0.00057822245,0.0006711912,0.000536464,0.000048486076,0.00028876105],"genre_scores_gemma":[0.9983743,0.0000054062766,0.0006432641,0.00021226078,0.000082761006,0.00046328543,0.0001365331,0.00003468137,0.000047533642],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989103,0.000059585138,0.00032515958,0.00026911867,0.00017557028,0.00026028452],"domain_scores_gemma":[0.9993921,0.00006983631,0.0001778051,0.0002195757,0.000072547555,0.00006816742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015802599,0.00016750467,0.00023493178,0.00008365132,0.00034731443,0.00003376975,0.0001836725,0.000029792272,0.0006844113],"category_scores_gemma":[0.0000020651794,0.00016858305,0.00017766739,0.00017304931,0.000028972167,0.000071540606,0.000007288067,0.0001331603,0.0000032069431],"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":[0.00014570335,0.0014313703,0.0019600864,0.00021511455,0.0004498048,0.0000035049463,0.0020528936,0.008416274,0.9461758,0.0017902981,0.0007059273,0.036653187],"study_design_scores_gemma":[0.0006714119,0.00025819137,0.00020232619,0.00004507929,0.00014627053,0.0000012520629,0.0014956107,0.00013424376,0.9272402,0.0005129804,0.06903576,0.00025665975],"about_ca_topic_score_codex":0.000060956452,"about_ca_topic_score_gemma":0.0000070795472,"teacher_disagreement_score":0.06832983,"about_ca_system_score_codex":0.000027633274,"about_ca_system_score_gemma":0.00003009466,"threshold_uncertainty_score":0.74938244},"labels":[],"label_agreement":null},{"id":"W4295037174","doi":"10.1016/j.mejo.2022.105575","title":"Comprehensive characterization of vertical GaN-on-GaN Schottky barrier diodes","year":2022,"lang":"en","type":"article","venue":"Microelectronics Journal","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":15,"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 de Sherbrooke","funders":"Agence Nationale de la Recherche","keywords":"Schottky barrier; Materials science; Schottky diode; Optoelectronics; Cathodoluminescence; Reverse leakage current; Raman spectroscopy; Deep-level transient spectroscopy; Diode; Characterization (materials science); Gallium nitride; Analytical Chemistry (journal); Layer (electronics); Chemistry; Nanotechnology; Optics; Silicon; Luminescence; Physics","score_opus":0.011046868112393842,"score_gpt":0.23678650638418478,"score_spread":0.22573963827179094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295037174","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":[0.9980803,0.00011366911,0.00063655066,0.00015012278,0.00040981884,0.00011672742,0.00012308007,0.000010918512,0.00035880416],"genre_scores_gemma":[0.9991353,0.000017242393,0.0000352737,0.00024670456,0.00029922507,0.000010529943,0.00011200214,0.000027908967,0.000115823466],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986595,0.00015606491,0.00037655968,0.00017851123,0.00024080164,0.00038854178],"domain_scores_gemma":[0.9993871,0.00003448594,0.00018423126,0.00016877003,0.00011914818,0.00010625617],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017409895,0.00016451438,0.00027260598,0.000100007164,0.0003615279,0.00008314114,0.00024430742,0.000025621983,0.002857409],"category_scores_gemma":[0.0000032539108,0.00015801772,0.00014582428,0.00012569859,0.000037217676,0.00010928433,0.000040318115,0.0005000565,0.000014782421],"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":[0.00008936237,0.000120849036,0.0015386298,0.000008780445,0.00009561189,0.0000030587385,0.0001690587,0.00012291176,0.99434114,0.0022410508,0.0002643824,0.0010051412],"study_design_scores_gemma":[0.00090128684,0.00045420436,0.0014448215,0.000018458066,0.00005265447,0.000042401538,0.00022390613,0.00014260018,0.9424172,0.0014373498,0.052641336,0.00022377286],"about_ca_topic_score_codex":0.000013493912,"about_ca_topic_score_gemma":4.7835846e-7,"teacher_disagreement_score":0.052376952,"about_ca_system_score_codex":0.00009812502,"about_ca_system_score_gemma":0.0002224026,"threshold_uncertainty_score":0.9980541},"labels":[],"label_agreement":null},{"id":"W4295290198","doi":"10.1116/6.0002037","title":"AlGaN nanowire deep ultraviolet LEDs with polarization enhanced tunnel junction and p-AlGaN layer by molecular beam epitaxy","year":2022,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology B Nanotechnology and Microelectronics Materials Processing Measurement and Phenomena","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":11,"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":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Optoelectronics; Light-emitting diode; Molecular beam epitaxy; Nanowire; Gallium nitride; Ultraviolet; Wide-bandgap semiconductor; Tunnel junction; Diode; Quantum tunnelling; Polarization (electrochemistry); Layer (electronics); Fabrication; Band bending; Epitaxy; Nanotechnology","score_opus":0.00566765605101315,"score_gpt":0.20275886202027232,"score_spread":0.19709120596925916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295290198","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":[0.9881009,0.004476457,0.0061101676,0.0008060031,0.00017087752,0.00025736715,0.000012414891,0.000052885112,0.000012933366],"genre_scores_gemma":[0.9991443,0.00014519892,0.0005039985,0.00009402341,0.000030023386,0.00003279552,0.000008894855,0.000025450574,0.000015275913],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980485,0.000059348098,0.0005081934,0.00046880305,0.0003573886,0.0005577531],"domain_scores_gemma":[0.9986663,0.000008389275,0.00073918374,0.00018011162,0.0003256553,0.00008037021],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00132331,0.00029393577,0.0004737434,0.0006471247,0.00096023537,0.0001702576,0.0003678273,0.00014417716,0.000030505667],"category_scores_gemma":[0.00001555664,0.00024903635,0.000024931718,0.00072297425,0.00066770124,0.00036934327,0.00016525369,0.00041303752,3.1382828e-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":[0.00009120138,0.000098727585,0.0004395642,0.00003713097,0.00005567531,0.0000020348168,0.00017849903,0.0000044006356,0.9819708,0.0021875415,0.0000057183447,0.014928701],"study_design_scores_gemma":[0.001093583,0.0010664699,0.00007587052,0.000057209574,0.00012037709,0.000107886015,0.0008908825,0.000011504594,0.9883663,0.007365158,0.00056602544,0.0002787147],"about_ca_topic_score_codex":0.000016699863,"about_ca_topic_score_gemma":0.000003268102,"teacher_disagreement_score":0.014649987,"about_ca_system_score_codex":0.000131552,"about_ca_system_score_gemma":0.000364706,"threshold_uncertainty_score":0.9999962},"labels":[],"label_agreement":null},{"id":"W4295926198","doi":"10.48550/arxiv.1302.1243","title":"A Surface-Potential Based Compact Model for GaN HEMTs Directly\\n Incorporating Polarization Charges","year":2013,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"GaN-based semiconductor devices and materials","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":"Grace (Canada)","funders":"","keywords":"Polarization (electrochemistry); Transistor; Poisson's equation; Heterojunction; Optoelectronics; Materials science; Voltage; Physics; Quantum mechanics; Chemistry","score_opus":0.060675846072720654,"score_gpt":0.2028811752663195,"score_spread":0.14220532919359885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295926198","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":[0.7924125,0.000009452629,0.20537952,0.00003800287,0.00036075813,0.00069615047,0.0006513461,0.000088205,0.00036406305],"genre_scores_gemma":[0.9963718,0.0000018897157,0.0008353096,0.000043305983,0.00022903408,0.0000031362413,0.0013376881,0.00005651247,0.0011213183],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984579,0.000090286834,0.00028331147,0.0007305163,0.000073380754,0.00036460755],"domain_scores_gemma":[0.99851197,0.00005558207,0.00054851174,0.00048160375,0.00023930364,0.00016305142],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001694399,0.00040448614,0.00049163005,0.0001116433,0.00021928617,0.00017851498,0.00040152,0.00019945181,0.00026460373],"category_scores_gemma":[0.0000055914975,0.0004537108,0.0002948381,0.00013299612,0.000057007015,0.00024509244,0.0001296859,0.00025094318,0.000028372184],"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":[0.00005439578,0.00012862872,0.009992657,0.00017107486,0.00013619527,0.0000028049224,0.00006699121,0.9244736,0.053739008,0.010935816,0.00025892607,0.000039890954],"study_design_scores_gemma":[0.0007892722,0.000025529822,0.00021310535,0.000098344,0.00018055282,8.921328e-8,0.00007373239,0.9663754,0.014635753,0.01708976,0.000035904235,0.00048257236],"about_ca_topic_score_codex":0.0014041208,"about_ca_topic_score_gemma":0.00001640651,"teacher_disagreement_score":0.2045442,"about_ca_system_score_codex":0.00008235632,"about_ca_system_score_gemma":0.0002615917,"threshold_uncertainty_score":0.99979144},"labels":[],"label_agreement":null},{"id":"W4296365900","doi":"10.1063/5.0102644","title":"Dual role of 3C-SiC interlayer on DC and RF isolation of GaN/Si-based devices","year":2022,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Agence Nationale de la Recherche","keywords":"Materials science; Silicon carbide; Optoelectronics; Raman spectroscopy; Layer (electronics); Wide-bandgap semiconductor; Breakdown voltage; Nucleation; Substrate (aquarium); Transistor; Silicon; Electron mobility; Voltage; Nanotechnology; Electrical engineering; Optics; Composite material; Chemistry","score_opus":0.009196920906070223,"score_gpt":0.21329633357260833,"score_spread":0.2040994126665381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296365900","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":[0.99788773,0.000010097699,0.00047824025,0.00011105655,0.00009732904,0.0002082581,0.00012754931,0.000013652371,0.001066081],"genre_scores_gemma":[0.99880004,1.5001848e-7,0.00011692625,0.000710671,0.00015402446,0.000053634467,0.00013624958,0.000023903893,0.000004414152],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991399,0.00003332791,0.00025381625,0.00022401172,0.00018813754,0.00016078608],"domain_scores_gemma":[0.99937713,0.000074672505,0.00028460356,0.00020934218,0.000020513275,0.000033759556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009530518,0.0001577862,0.00026071063,0.000048057664,0.00008010231,0.0000177655,0.00011647234,0.00001583143,0.00019668727],"category_scores_gemma":[4.0909842e-7,0.00016206545,0.0000727043,0.000114079645,0.000050113587,0.00005292654,0.000049637885,0.00011146057,0.0000046049586],"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":[0.00006491527,0.00011741206,0.0022481603,0.000037632217,0.000059007532,1.7317312e-7,0.0004291912,0.0027205404,0.9823387,0.009503468,0.0001835044,0.0022972946],"study_design_scores_gemma":[0.00087070087,0.000107528045,0.0011964762,0.000021516867,0.000067947825,1.2186963e-7,0.00085393,0.00039385402,0.99355024,0.0014258703,0.0012679901,0.00024380311],"about_ca_topic_score_codex":0.00015942601,"about_ca_topic_score_gemma":0.0000010513802,"teacher_disagreement_score":0.01121156,"about_ca_system_score_codex":0.000015021052,"about_ca_system_score_gemma":0.000020366137,"threshold_uncertainty_score":0.6608837},"labels":[],"label_agreement":null},{"id":"W4296771410","doi":"10.1016/j.jallcom.2022.167267","title":"GaN-Djoser Pyramidal Self Powered UV Photodetector for Optical Signal Detection in Rugged Environments","year":2022,"lang":"en","type":"article","venue":"Journal of Alloys and Compounds","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":57,"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 Ottawa","funders":"","keywords":"Responsivity; Photodetector; Optoelectronics; Materials science; Ultraviolet; Photoconductivity; Dark current; SIGNAL (programming language); Optical power; Optics; Laser; Physics","score_opus":0.008938478916089898,"score_gpt":0.22152576309388394,"score_spread":0.21258728417779404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296771410","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":[0.9985336,0.00006604324,0.0005744196,0.000055358436,0.00038393537,0.00016373419,0.000032278826,0.000004823707,0.00018579942],"genre_scores_gemma":[0.9992628,0.0000053572157,0.0003039521,0.00006197164,0.0002644401,0.000022631208,0.000007953647,0.000015278643,0.000055631983],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99899685,0.00005278828,0.00040080395,0.00013960981,0.00020533515,0.00020463498],"domain_scores_gemma":[0.9994993,0.00006318062,0.00024787456,0.00007644962,0.000022078004,0.00009109767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034854707,0.00013141165,0.00027498035,0.00008926034,0.000144511,0.00006653275,0.00012786618,0.000028321629,0.00040014592],"category_scores_gemma":[0.0000019036719,0.00012054427,0.000121928824,0.000056672336,0.000023243432,0.00011821168,0.000042428386,0.00020968044,0.0000010314521],"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":[0.00038461018,0.00037572533,0.0026292114,0.00001638167,0.00012417062,0.000008086664,0.00035222262,0.0003391412,0.9939736,0.00022632808,0.00009643606,0.0014740988],"study_design_scores_gemma":[0.017014524,0.005014519,0.025221437,0.000091311114,0.00038365036,0.00017318044,0.004245534,0.0056258696,0.8257177,0.009671792,0.105638236,0.0012022741],"about_ca_topic_score_codex":0.000034603137,"about_ca_topic_score_gemma":0.000003912664,"teacher_disagreement_score":0.16825591,"about_ca_system_score_codex":0.00006952779,"about_ca_system_score_gemma":0.000041945576,"threshold_uncertainty_score":0.49156526},"labels":[],"label_agreement":null},{"id":"W4297496748","doi":"10.1364/ao.470083","title":"Impact of a prestrained graded InGaN/GaN interlayer towards enhanced optical characteristics of a multi-quantum well LED based on silicon substrate","year":2022,"lang":"en","type":"article","venue":"Applied Optics","topic":"GaN-based semiconductor devices and materials","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":"Institut National de la Recherche Scientifique","funders":"Science and Engineering Research Board; National Science Foundation","keywords":"Materials science; Optoelectronics; Light-emitting diode; Indium gallium nitride; Indium; Silicon; Diode; Substrate (aquarium); Quantum efficiency; Polarization (electrochemistry); Quantum well; Layer (electronics); Gallium nitride; Optics; Laser; Nanotechnology","score_opus":0.017758235671266692,"score_gpt":0.2686791897801375,"score_spread":0.25092095410887083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297496748","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":[0.9963801,0.000002455877,0.0010458281,0.000014686126,0.00019096554,0.0005360701,0.00044498293,0.000031877775,0.0013530548],"genre_scores_gemma":[0.9988122,8.3027675e-7,0.0006030753,0.000035150984,0.00008542773,0.00009690966,0.00028749637,0.000051129184,0.000027809101],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99820876,0.00006309508,0.0007039109,0.0003499947,0.00029569608,0.0003785185],"domain_scores_gemma":[0.9987248,0.00009926259,0.00050005305,0.00045431114,0.000093259114,0.00012830156],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002432358,0.00032702016,0.000654467,0.00011736014,0.00008048047,0.00003516116,0.00033564016,0.000065952714,0.0007803581],"category_scores_gemma":[0.000011746519,0.00030286235,0.00025966068,0.0001926355,0.0000988669,0.000039484243,0.0000817539,0.00028781695,0.000007956709],"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":[0.00050921616,0.0010787147,0.0013732536,0.000081820406,0.00016071416,0.000002572068,0.00048386282,0.003226798,0.9871233,0.0051415013,0.000012531476,0.0008057047],"study_design_scores_gemma":[0.0035953063,0.0011440451,0.024627203,0.000048412152,0.00013968309,6.8718805e-7,0.0006505462,0.018150514,0.9506652,0.00045356096,0.000023416238,0.00050147076],"about_ca_topic_score_codex":0.00013219942,"about_ca_topic_score_gemma":0.0000013320891,"teacher_disagreement_score":0.036458157,"about_ca_system_score_codex":0.000054408705,"about_ca_system_score_gemma":0.00022534863,"threshold_uncertainty_score":0.99994236},"labels":[],"label_agreement":null},{"id":"W4300531311","doi":"10.1103/physrevb.84.235310","title":"Temperature insensitive optical alignment of the exciton in nanowire embedded GaN Quantum Dots","year":2011,"lang":"en","type":"article","venue":"arXiv (Cornell University)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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 British Columbia","funders":"","keywords":"Exciton; Quantum dot; Photoluminescence; Nanowire; Materials science; Biexciton; Luminescence; Polarization (electrochemistry); Condensed matter physics; Linear polarization; Spectroscopy; Optoelectronics; Relaxation (psychology); Excitation; Molecular physics; Physics; Optics; Laser; Chemistry; Quantum mechanics","score_opus":0.04200111052779104,"score_gpt":0.17532492108891679,"score_spread":0.13332381056112574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300531311","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":[0.99469095,0.0000046674336,0.000042992437,0.000013411497,0.00021653275,0.00017055412,0.000026426676,0.00001054852,0.0048239194],"genre_scores_gemma":[0.99960524,0.000001927705,0.000016029897,0.000034471508,0.000042267304,5.065177e-7,0.000006541293,0.000010204152,0.0002828421],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992651,0.000081061764,0.0001462634,0.000260283,0.00004777536,0.00019955005],"domain_scores_gemma":[0.9994701,0.00002448488,0.00010260607,0.0002912019,0.00005117147,0.0000604063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008626931,0.00013853714,0.00019434719,0.000049100654,0.00005583203,0.000010054988,0.00021425009,0.00006144792,0.00023440181],"category_scores_gemma":[0.0000030082106,0.00011129259,0.00010117211,0.00022366385,0.00009360586,0.000106930354,0.00006887723,0.000113197246,0.000014345137],"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":[0.00022749325,0.0005787156,0.09618074,0.000047400303,0.00015166287,0.00007672886,0.0032813959,0.000983769,0.48228517,0.41589776,0.00017837778,0.00011079154],"study_design_scores_gemma":[0.0018818268,0.00014224574,0.060992498,0.00018869815,0.00011680544,0.0000018262116,0.0069799325,0.0010786704,0.9115229,0.016410984,0.00019168117,0.00049191085],"about_ca_topic_score_codex":0.0004983179,"about_ca_topic_score_gemma":0.000032205564,"teacher_disagreement_score":0.42923775,"about_ca_system_score_codex":0.000030100564,"about_ca_system_score_gemma":0.00005102144,"threshold_uncertainty_score":0.45383802},"labels":[],"label_agreement":null},{"id":"W4306836125","doi":"10.3390/coatings12101581","title":"Downstream Electric Field Effects during Film Deposition with a Radio Frequency Plasma and Observations of Carbon Reduction","year":2022,"lang":"en","type":"article","venue":"Coatings","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Biasing; Plasma; Analytical Chemistry (journal); Substrate (aquarium); Materials science; Electric field; Optoelectronics; Chemistry; Voltage; Physics","score_opus":0.006466174488474277,"score_gpt":0.19402261105995647,"score_spread":0.1875564365714822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306836125","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":[0.9992565,0.000029998026,0.000040050807,0.000041339026,0.00008608201,0.00018866426,0.000009102142,0.000018992212,0.00032926415],"genre_scores_gemma":[0.99945056,0.0000010057142,0.00030831614,0.0000090399335,0.00006836802,0.00008503594,0.00003200088,0.000009467629,0.000036218764],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995055,0.000034862995,0.00013052195,0.00013803817,0.000083980136,0.00010705461],"domain_scores_gemma":[0.99967664,0.000042718544,0.00013864315,0.00008988434,0.00002702425,0.00002510211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000045132536,0.00007839358,0.00011754169,0.000047843132,0.00014892318,0.000017222805,0.00004453078,0.00001416179,0.00004279652],"category_scores_gemma":[0.0000046399555,0.00007587365,0.000020440171,0.00015078775,0.000008078115,0.000067399524,0.000020800298,0.00008252419,1.622741e-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":[0.000019426254,0.000029570858,0.020350678,0.00006123298,0.000016392381,8.0902e-7,0.00033197025,0.00007113314,0.97830135,0.000494899,0.00001676805,0.0003057891],"study_design_scores_gemma":[0.0005236805,0.00028452455,0.008787933,0.00004165366,0.000047849553,0.000010750682,0.00031845897,0.00021324753,0.98934346,0.0003152017,0.000006033716,0.00010719035],"about_ca_topic_score_codex":0.0013435514,"about_ca_topic_score_gemma":0.0000035292503,"teacher_disagreement_score":0.011562744,"about_ca_system_score_codex":0.000019911366,"about_ca_system_score_gemma":0.000027122926,"threshold_uncertainty_score":0.30940378},"labels":[],"label_agreement":null},{"id":"W4307189595","doi":"10.1021/acsanm.2c04117","title":"Low-Temperature Selective Area Epitaxy of GaN Nanowires: Toward a Top-Surface Morphology Controllable, Fully Epitaxial Nanophotonic Platform","year":2022,"lang":"en","type":"article","venue":"ACS Applied Nano Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":15,"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":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Nanowire; Materials science; Nanophotonics; Optoelectronics; Epitaxy; Molecular beam epitaxy; Substrate (aquarium); Gallium nitride; Photonics; Nanotechnology; Wide-bandgap semiconductor; Layer (electronics)","score_opus":0.009410649417619866,"score_gpt":0.2153221555389678,"score_spread":0.20591150612134793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307189595","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":[0.9928458,0.00009694029,0.0000049226846,0.00007451183,0.0015980738,0.0014385765,0.0024154596,0.000085011394,0.0014407337],"genre_scores_gemma":[0.99771607,0.000009908529,0.0001181725,0.0003231446,0.00032358302,0.0005551586,0.00055556186,0.000094576615,0.0003038141],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9967578,0.00017943326,0.0010191809,0.000785687,0.00042709673,0.0008308258],"domain_scores_gemma":[0.99812937,0.00014840071,0.00080386136,0.0006217392,0.0001650491,0.00013157773],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00069756655,0.00057129917,0.001350612,0.00013429538,0.00038464964,0.00014110272,0.0006682438,0.00019157086,0.006284949],"category_scores_gemma":[0.000011984397,0.0005410259,0.00016171717,0.00039196963,0.00012434045,0.00015293129,0.00031107807,0.0002452465,0.000065244596],"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":[0.0008813476,0.00028451576,0.00011486132,0.00010420364,0.00027200632,0.000010353542,0.0007737376,0.00026973098,0.98764056,0.008262885,0.0013259829,0.00005980473],"study_design_scores_gemma":[0.0026732755,0.00032511263,0.00006834238,0.000025610781,0.00010463315,0.000008465535,0.0012992962,0.0000010835431,0.9896637,0.0036518285,0.0016381236,0.0005404957],"about_ca_topic_score_codex":0.000552862,"about_ca_topic_score_gemma":0.0000046082755,"teacher_disagreement_score":0.006219704,"about_ca_system_score_codex":0.00013118505,"about_ca_system_score_gemma":0.0003666924,"threshold_uncertainty_score":0.9997041},"labels":[],"label_agreement":null},{"id":"W4307354278","doi":"","title":"Development of low-damage plasma process using remote plasma source for the gate opening step in the AlGaN/GaN MOS HEMT integration","year":2022,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"GaN-based semiconductor devices and materials","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"High-electron-mobility transistor; Plasma; Optoelectronics; Materials science; Wide-bandgap semiconductor; Gallium nitride; Process (computing); Logic gate; Transistor; Electrical engineering; Computer science; Nanotechnology; Engineering; Physics; Layer (electronics); Voltage","score_opus":0.027586423189597614,"score_gpt":0.26789470362228074,"score_spread":0.24030828043268312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307354278","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":[0.86011547,0.000048246417,0.13623123,0.00055866886,0.00017327022,0.0011292024,0.000111065005,0.000026046906,0.0016068227],"genre_scores_gemma":[0.9710277,0.000008782518,0.027476585,0.000031128464,0.000030963864,0.0001644056,0.0008459035,0.000041324565,0.00037324568],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9965852,0.0016305139,0.0006928475,0.0004691746,0.00033789632,0.00028439335],"domain_scores_gemma":[0.996441,0.0010313482,0.0008391408,0.0010327416,0.0006086127,0.000047128895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050286516,0.0002862904,0.00034652487,0.00010346481,0.00056196295,0.00034403673,0.001427532,0.00008658296,0.00015562843],"category_scores_gemma":[0.0001415213,0.00021749536,0.00014236262,0.0002608498,0.000091990885,0.00010568771,0.0005649631,0.0004698108,0.0000034222355],"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":[0.00023842648,0.001516238,0.00490685,0.0016467035,0.0006439597,0.000002975445,0.30834815,0.028602071,0.28535447,0.025204841,0.00023235305,0.343303],"study_design_scores_gemma":[0.0010626095,9.506806e-7,0.0006456604,0.002213064,0.00010468322,0.000001894666,0.015281415,0.38798738,0.58290595,0.0011655216,0.008089606,0.00054128625],"about_ca_topic_score_codex":0.0014673708,"about_ca_topic_score_gemma":0.001012483,"teacher_disagreement_score":0.3593853,"about_ca_system_score_codex":0.00008294784,"about_ca_system_score_gemma":0.0004395375,"threshold_uncertainty_score":0.88692033},"labels":[],"label_agreement":null},{"id":"W4307361776","doi":"","title":"Growth of GaN Si-doped NWs With Lower DensityFor Power Device Applications","year":2022,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"GaN-based semiconductor devices and materials","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Doping; Materials science; Optoelectronics; Gallium nitride; Wide-bandgap semiconductor; Silicon; Nanotechnology; Layer (electronics)","score_opus":0.011610651372865745,"score_gpt":0.22774298453984723,"score_spread":0.2161323331669815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307361776","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":[0.8885174,0.00024947914,0.033369966,0.0015685176,0.0002429164,0.0012467852,0.00060444226,0.00012984575,0.07407064],"genre_scores_gemma":[0.9888159,0.000022347402,0.006494959,0.000068882415,0.000034607932,0.00033337576,0.0011971408,0.000061005037,0.0029717782],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9967154,0.0014087885,0.0005348991,0.0006722995,0.00036180246,0.00030676348],"domain_scores_gemma":[0.9952039,0.0004234865,0.00077039027,0.0017796208,0.0016763464,0.00014627074],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001628121,0.00034367052,0.0004877493,0.00013417247,0.00029499436,0.00018997323,0.0010513185,0.00010568462,0.0029785421],"category_scores_gemma":[0.000047647613,0.00033756535,0.00020545283,0.00031880266,0.00015733077,0.00009996009,0.00079220365,0.00045092945,0.000025575584],"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":[0.00023215698,0.0066940985,0.09425038,0.0016346883,0.0017629131,0.000012784925,0.01895852,0.00042167728,0.18201803,0.6785217,0.0037283874,0.011764688],"study_design_scores_gemma":[0.0026962145,0.000006824831,0.0098443795,0.0022917823,0.0006748417,0.000008681066,0.0020560436,0.0011561451,0.84485984,0.016643142,0.11729455,0.0024675527],"about_ca_topic_score_codex":0.002921665,"about_ca_topic_score_gemma":0.00034176448,"teacher_disagreement_score":0.6628418,"about_ca_system_score_codex":0.00006420104,"about_ca_system_score_gemma":0.00034341897,"threshold_uncertainty_score":0.9999076},"labels":[],"label_agreement":null},{"id":"W4307461950","doi":"10.1109/csw55288.2022.9930376","title":"Design and Optimization of New Enhanced Vertical GaN Nanowire Transistor Using Sentaurus TCAD for Power Applications","year":2022,"lang":"en","type":"preprint","venue":"","topic":"GaN-based semiconductor devices and materials","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Nanowire; Materials science; Transistor; Optoelectronics; Power (physics); Computer science; Electronic engineering; Electrical engineering; Engineering; Physics; Voltage","score_opus":0.03311904420275086,"score_gpt":0.2871673374112764,"score_spread":0.25404829320852557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307461950","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":[0.097174704,0.000059925627,0.90086955,0.000042155498,0.00019466053,0.0012614814,0.00012384368,0.000020251986,0.00025343098],"genre_scores_gemma":[0.889174,0.000005319377,0.10986823,0.00003296912,0.00011868439,0.00025969616,0.0003016499,0.00003490102,0.00020454763],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99908316,0.00003998215,0.00031513223,0.000325624,0.000091228874,0.00014488531],"domain_scores_gemma":[0.99947,0.00005444222,0.00011555037,0.0002241608,0.000059594793,0.00007626775],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009413287,0.00017538936,0.00031053816,0.000046018686,0.00008909337,0.00004002522,0.00011800467,0.000072288174,0.0016882011],"category_scores_gemma":[0.0000015227705,0.00017719499,0.00010040761,0.000047777605,0.000025615018,0.000041243802,0.000056945904,0.00008726813,4.9474585e-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":[0.00012266987,0.00018156445,0.00005796883,0.00027599977,0.00022873207,1.0589682e-7,0.0008489227,0.40228236,0.5902616,0.0036414934,0.00031301918,0.0017856054],"study_design_scores_gemma":[0.0020092477,0.00016290868,0.000027964265,0.00012056089,0.0007057127,6.837173e-7,0.0012331755,0.07235002,0.91308695,0.0053642015,0.0040248893,0.00091371307],"about_ca_topic_score_codex":0.00030270548,"about_ca_topic_score_gemma":0.00000116956,"teacher_disagreement_score":0.7919993,"about_ca_system_score_codex":0.000032032793,"about_ca_system_score_gemma":0.00022249045,"threshold_uncertainty_score":0.99922436},"labels":[],"label_agreement":null},{"id":"W4307955164","doi":"10.1016/j.micrna.2022.207433","title":"Deep Level Transient Fourier Spectroscopy (DLTFS) and Isothermal Transient Spectroscopy (ITS) in vertical GaN-on-GaN Schottky barrier diodes","year":2022,"lang":"en","type":"article","venue":"Micro and Nanostructures","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"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 de Sherbrooke","funders":"Centre National de la Recherche Scientifique; Agence Nationale de la Recherche","keywords":"Deep-level transient spectroscopy; Materials science; Schottky diode; Isothermal process; Spectroscopy; Diode; Capacitance; Penning trap; Analytical Chemistry (journal); Schottky barrier; Transient (computer programming); Optoelectronics; Electron; Chemistry; Physics; Electrode; Silicon","score_opus":0.010467986664207328,"score_gpt":0.2369171819035901,"score_spread":0.22644919523938276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307955164","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":[0.9971363,0.00068124046,0.00014947164,0.0002634364,0.00044767535,0.00036853334,0.0004879789,0.000022266182,0.0004431007],"genre_scores_gemma":[0.9986761,0.000028216513,0.00041064064,0.0004387322,0.00022143124,0.00003901482,0.00005715065,0.00004358579,0.00008511261],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981954,0.00012205963,0.00034576823,0.0005579581,0.00023042687,0.00054836326],"domain_scores_gemma":[0.9994611,0.000057930632,0.000053352152,0.00022584369,0.000019303749,0.00018245452],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001405781,0.00035445747,0.00041598617,0.00013545984,0.0003385064,0.00012434993,0.00017978973,0.00006449071,0.0021903268],"category_scores_gemma":[0.0000046055534,0.00031312095,0.00010025978,0.0001276669,0.00011654885,0.00010221599,0.00003821726,0.00034343294,0.000003951309],"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":[0.00030411434,0.00007941007,0.0066467724,0.0000314098,0.00005013466,0.00001282714,0.0015547748,0.00006850801,0.9895974,0.00091400475,0.00030661403,0.0004340768],"study_design_scores_gemma":[0.0017316833,0.00028483034,0.030309053,0.000020523494,0.000049619077,0.000013976064,0.000631958,0.000095585136,0.96009314,0.0008846437,0.005482508,0.00040245775],"about_ca_topic_score_codex":0.00018378739,"about_ca_topic_score_gemma":0.000033990393,"teacher_disagreement_score":0.029504191,"about_ca_system_score_codex":0.000042983847,"about_ca_system_score_gemma":0.000060124155,"threshold_uncertainty_score":0.9999321},"labels":[],"label_agreement":null},{"id":"W4308144028","doi":"10.1116/6.0002039","title":"Bandgap engineering of indium gallium nitride layers grown by plasma-enhanced chemical vapor deposition","year":2022,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"École Polytechnique Fédérale de Lausanne; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Trimethylindium; Materials science; Plasma-enhanced chemical vapor deposition; Band gap; Trimethylgallium; Chemical vapor deposition; Indium nitride; Crystallinity; Nitride; Gallium nitride; Optoelectronics; Analytical Chemistry (journal); Metalorganic vapour phase epitaxy; Epitaxy; Nanotechnology; Chemistry; Composite material; Layer (electronics)","score_opus":0.0051094471730765935,"score_gpt":0.21090908254913357,"score_spread":0.20579963537605697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308144028","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":[0.9980881,0.00033360315,0.00050445664,0.00032212667,0.00046687794,0.00012300757,0.00008300439,0.000026013588,0.000052765947],"genre_scores_gemma":[0.9982271,0.00002539025,0.0016275924,0.000021732296,0.000038510556,0.000011401459,0.0000066831044,0.000014502604,0.000027064465],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99832785,0.000023112223,0.000584167,0.0002757558,0.00039147385,0.00039764427],"domain_scores_gemma":[0.9988604,0.000052300442,0.00063281256,0.00018055027,0.00015375772,0.00012013628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062954053,0.0001986218,0.0004441498,0.0004697271,0.00025187476,0.00005641382,0.0005875584,0.00008353351,0.00020999438],"category_scores_gemma":[0.000014728813,0.00017536888,0.00009903998,0.0008510098,0.0002674357,0.0003408206,0.00022291909,0.00045455847,0.0000010736321],"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":[0.00004664961,0.00009554737,0.003142502,0.000017961976,0.000043178792,0.0000043747373,0.00015186657,0.00035981977,0.99524784,0.00041905008,0.00022555582,0.00024564288],"study_design_scores_gemma":[0.0007245399,0.00032742246,0.00025970803,0.000036578556,0.000049033337,0.000054051772,0.0012843758,0.0009148286,0.9953237,0.00046120211,0.00036729156,0.00019723768],"about_ca_topic_score_codex":0.000038201997,"about_ca_topic_score_gemma":3.267085e-7,"teacher_disagreement_score":0.002882794,"about_ca_system_score_codex":0.00004505832,"about_ca_system_score_gemma":0.00015824674,"threshold_uncertainty_score":0.7151336},"labels":[],"label_agreement":null},{"id":"W4308446678","doi":"10.1149/2754-2734/aca07d","title":"p-GaN Contact Study by Means of Electrochemical Short Loop","year":2022,"lang":"en","type":"article","venue":"ECS Advances","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":4,"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":"Indigenous and Northern Affairs Canada","keywords":"Ohmic contact; Materials science; Contact resistance; Optoelectronics; X-ray photoelectron spectroscopy; Gallium nitride; Characterization (materials science); Schottky diode; Electrochemistry; Schottky barrier; Electrolyte; Fabrication; Electrode; Nanotechnology; Diode; Chemical engineering; Chemistry; Layer (electronics)","score_opus":0.008860282236797178,"score_gpt":0.25905100955198346,"score_spread":0.25019072731518627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308446678","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":[0.99611,0.00044836264,0.00008680794,0.000021933736,0.00018647191,0.00022707276,0.00012938135,0.000017120954,0.0027728055],"genre_scores_gemma":[0.999486,0.000003970311,0.00003269341,0.000026556909,0.00008744087,0.000070313494,0.00007643667,0.00001396548,0.00020260349],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991437,0.000051562463,0.00022484611,0.00020819234,0.00018213966,0.0001895402],"domain_scores_gemma":[0.9996412,0.000036751342,0.00008838377,0.00016599771,0.000025643376,0.0000420302],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011549365,0.00011594372,0.000236469,0.000022230646,0.00009574824,0.000014270068,0.00019511742,0.0000087966755,0.0016373517],"category_scores_gemma":[0.000002039022,0.00010966889,0.000058405603,0.0000902117,0.000016503585,0.00009185493,0.000048913796,0.00010287501,0.0000033373105],"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":[0.000035956957,0.00050669024,0.04535197,0.000009108357,0.000068240166,9.67293e-7,0.0002455153,0.00005226509,0.9515709,0.00032347554,0.0009384364,0.0008964172],"study_design_scores_gemma":[0.00063499314,0.00060052273,0.0004303304,0.000005335384,0.00005214088,6.8161734e-7,0.0048365854,0.000028378103,0.92341954,0.0007414567,0.06900025,0.00024981395],"about_ca_topic_score_codex":0.00008737598,"about_ca_topic_score_gemma":0.0000032501775,"teacher_disagreement_score":0.06806182,"about_ca_system_score_codex":0.000017814033,"about_ca_system_score_gemma":0.0000273279,"threshold_uncertainty_score":0.99927527},"labels":[],"label_agreement":null},{"id":"W4308690255","doi":"","title":"Caractérisation par spectroscopie micro-Raman de diodes GaN Schottky","year":2022,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"GaN-based semiconductor devices and materials","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":"Université de Sherbrooke","funders":"","keywords":"Materials science; Schottky diode; Raman spectroscopy; Optoelectronics; Diode; Physics; Optics","score_opus":0.013649884904210248,"score_gpt":0.23854902716759452,"score_spread":0.22489914226338428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308690255","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":[0.94931245,0.001411773,0.016638063,0.009133666,0.0010189961,0.00083485915,0.0006699328,0.00016205912,0.020818232],"genre_scores_gemma":[0.964576,0.00050052383,0.017445762,0.00015987406,0.00023145344,0.0002264401,0.0032337133,0.00011391427,0.013512317],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.989896,0.0068053193,0.0008894467,0.001137404,0.00045445305,0.00081738114],"domain_scores_gemma":[0.9944761,0.00091162376,0.0010608796,0.0022613716,0.00093836326,0.00035167244],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0049020634,0.00063367403,0.00070361,0.00017130277,0.0009689192,0.0009865032,0.001481949,0.0002807965,0.004279429],"category_scores_gemma":[0.00022250703,0.0007604774,0.00044093092,0.00033273207,0.00029066694,0.00025534467,0.00094855065,0.0010843241,0.0002134381],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039158927,0.0014570428,0.07462846,0.0004181315,0.00041083983,0.0000099628105,0.015269932,0.00041178084,0.7147933,0.17963336,0.00237236,0.010555666],"study_design_scores_gemma":[0.00095729885,0.0000017719012,0.028191922,0.0014048591,0.00026147522,0.000007803925,0.0010620544,0.0014355462,0.7890074,0.010016899,0.16661431,0.0010386619],"about_ca_topic_score_codex":0.012217493,"about_ca_topic_score_gemma":0.0011506412,"teacher_disagreement_score":0.16961646,"about_ca_system_score_codex":0.0005251496,"about_ca_system_score_gemma":0.0008815562,"threshold_uncertainty_score":0.9994846},"labels":[],"label_agreement":null},{"id":"W4309115909","doi":"10.1149/2162-8777/aca2d9","title":"Molecular Beam Epitaxy of AlGaN Epilayers on Si for Vertical Deep Ultraviolet Light-Emitting Diodes","year":2022,"lang":"en","type":"article","venue":"ECS Journal of Solid State Science and Technology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":5,"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":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Molecular beam epitaxy; Optoelectronics; Light-emitting diode; Epitaxy; Ultraviolet; Gallium nitride; Substrate (aquarium); Diode; Silicon; Nanotechnology; Layer (electronics)","score_opus":0.008371307604222143,"score_gpt":0.25886803877308734,"score_spread":0.25049673116886517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309115909","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":[0.99818814,0.000107240885,0.0004914828,0.0007903624,0.00020176178,0.00011227683,0.000033443866,0.0000068455765,0.00006842402],"genre_scores_gemma":[0.9994681,0.000008527644,0.0004034377,0.00006698122,0.000029629608,0.000008435987,0.0000012721127,0.000008503935,0.00000510457],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988536,0.000018953797,0.00037849025,0.00017936251,0.0002677538,0.00030179706],"domain_scores_gemma":[0.9992402,0.000051059316,0.00025312736,0.00013406832,0.00024462555,0.00007690062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073377026,0.00010407343,0.00027868513,0.0003094925,0.00024831336,0.000025335983,0.00037271454,0.000021971686,0.000025813602],"category_scores_gemma":[0.000061004026,0.000087673274,0.000060583585,0.00036029145,0.00030418125,0.00011422529,0.000091293914,0.00019463083,5.2094623e-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":[0.00003271075,0.00007978939,0.001215564,0.000010165777,0.000025495352,0.000008634622,0.00017359287,0.00034062818,0.9890038,0.0050764373,0.00002882786,0.004004369],"study_design_scores_gemma":[0.00047527102,0.00080996094,0.00008733913,0.00002348872,0.000024809538,0.000020779622,0.0014477562,0.00018180824,0.98209417,0.013691433,0.0010420583,0.00010111541],"about_ca_topic_score_codex":0.000004851213,"about_ca_topic_score_gemma":1.9731083e-7,"teacher_disagreement_score":0.0086149955,"about_ca_system_score_codex":0.00002881224,"about_ca_system_score_gemma":0.00014497002,"threshold_uncertainty_score":0.35752124},"labels":[],"label_agreement":null},{"id":"W4312109608","doi":"10.1063/5.0134995","title":"Origin of the injection-dependent emission blueshift and linewidth broadening of III-nitride light-emitting diodes","year":2022,"lang":"en","type":"article","venue":"AIP Advances","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":11,"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; U.S. Department of Energy; Office of Energy Efficiency and Renewable Energy; Office of Science; Office of Energy Efficiency; National Energy Research Scientific Computing Center","keywords":"Laser linewidth; Light-emitting diode; Blueshift; Optoelectronics; Nitride; Diode; Materials science; Quantum well; Gallium nitride; Spontaneous emission; Wide-bandgap semiconductor; Chemistry; Optics; Photoluminescence; Physics; Nanotechnology; Laser","score_opus":0.010149842448079118,"score_gpt":0.254033894210173,"score_spread":0.24388405176209385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312109608","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":[0.9977756,0.0009680875,0.00007813665,0.000059083246,0.000364856,0.00011570631,0.00004212345,0.000008899658,0.00058746897],"genre_scores_gemma":[0.9993845,0.000017083807,0.00019080268,0.000020253734,0.00013078707,0.000015297206,0.0000070569126,0.000009319255,0.0002248597],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99922514,0.000059413847,0.0002712501,0.00015762624,0.0001666687,0.00011992056],"domain_scores_gemma":[0.9994075,0.0000718272,0.00031426188,0.00014478886,0.000034003817,0.000027629592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017578341,0.00009561614,0.000190898,0.000033911263,0.00019787521,0.000014348705,0.00014808695,0.000012878972,0.00015956722],"category_scores_gemma":[0.000008963218,0.000069289905,0.00005614463,0.00011768793,0.00003020925,0.00012158827,0.00013279862,0.00010253238,2.7731315e-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":[0.000044568234,0.0000732389,0.25976828,0.00008696804,0.000048170292,4.535894e-7,0.0012958673,0.0010833807,0.7304086,0.0010791187,0.00008988806,0.006021471],"study_design_scores_gemma":[0.000759567,0.0001321026,0.0019203909,0.00013909342,0.00006432718,0.0000033482904,0.006008994,0.00013776477,0.9606897,0.0036405895,0.026294978,0.0002091305],"about_ca_topic_score_codex":0.00041913378,"about_ca_topic_score_gemma":0.000004756778,"teacher_disagreement_score":0.25784788,"about_ca_system_score_codex":0.000011372131,"about_ca_system_score_gemma":0.00003803586,"threshold_uncertainty_score":0.28255603},"labels":[],"label_agreement":null},{"id":"W4312238613","doi":"10.1109/jeds.2022.3224433","title":"Comprehensive Investigation and Comparative Analysis of Machine Learning-Based Small-Signal Modelling Techniques for GaN HEMTs","year":2022,"lang":"en","type":"article","venue":"IEEE Journal of the Electron Devices Society","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":37,"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 Calgary","funders":"Nazarbayev University","keywords":"Gradient boosting; Computer science; Random forest; Boosting (machine learning); Artificial neural network; Machine learning; Artificial intelligence; Hyperparameter; Support vector machine; Decision tree; Stochastic gradient descent; Algorithm","score_opus":0.043325892457550724,"score_gpt":0.27628582541379865,"score_spread":0.23295993295624792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312238613","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":[0.9861175,0.00039932335,0.01296439,0.00014649001,0.00006793096,0.00021518154,0.000068859335,0.0000074469704,0.000012924328],"genre_scores_gemma":[0.9980149,0.00000640748,0.0016277719,0.00016577226,0.00010422119,0.000014948058,0.000034047764,0.000009106545,0.000022812406],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988797,0.00020360183,0.00041726517,0.0001283081,0.00020547758,0.00016566495],"domain_scores_gemma":[0.9983776,0.00019333987,0.001047241,0.0000925181,0.00024363061,0.000045650348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004267665,0.00014052496,0.00045227548,0.00007600542,0.00030184333,0.00003440784,0.0002180044,0.000026201524,0.000036855945],"category_scores_gemma":[0.0000010717825,0.000107050364,0.00047380442,0.00032250982,0.00006400347,0.00007754617,0.000024714316,0.00030625373,4.121012e-8],"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":[0.00012380423,0.00008911418,0.019165443,0.00008019776,0.0020773467,1.2558726e-7,0.0020737555,0.6278392,0.3480062,0.00019727657,0.00022951092,0.00011804905],"study_design_scores_gemma":[0.00067815726,0.00048691538,0.00047552196,0.000038216822,0.0015604851,0.000001838255,0.0015236579,0.34584782,0.6461371,0.0007147712,0.0023449752,0.00019052012],"about_ca_topic_score_codex":0.00014860675,"about_ca_topic_score_gemma":0.000011751841,"teacher_disagreement_score":0.29813093,"about_ca_system_score_codex":0.0000568629,"about_ca_system_score_gemma":0.00011798452,"threshold_uncertainty_score":0.43653873},"labels":[],"label_agreement":null},{"id":"W4312387247","doi":"10.1109/pn56061.2022.9908360","title":"AlGaN Deep UV LEDs on Si Exploiting a Nanowire-assisted AlN Buffer Layer","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Buffer (optical fiber); Light-emitting diode; Materials science; Layer (electronics); Optoelectronics; Substrate (aquarium); Nanowire; Wide-bandgap semiconductor; Nanotechnology; Computer science; Telecommunications","score_opus":0.020205794164158485,"score_gpt":0.23940866441113148,"score_spread":0.219202870246973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312387247","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":[0.9927014,0.0001125845,0.000029434736,0.00009601562,0.001102678,0.00046490558,0.00043070666,0.00010855343,0.0049537374],"genre_scores_gemma":[0.9959074,0.0000067144365,0.00019453626,0.00086741685,0.00022302817,0.00043633924,0.0007308949,0.00009545759,0.0015381996],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975164,0.00018221038,0.0005113252,0.0006364262,0.0005010987,0.00065252214],"domain_scores_gemma":[0.9986927,0.00010538775,0.00030479056,0.00064391055,0.00007213329,0.00018107402],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000309145,0.0003844906,0.0004635111,0.00012660798,0.0006429953,0.00012644683,0.0004838209,0.000048821064,0.011027209],"category_scores_gemma":[0.000007788498,0.00039589047,0.00028177322,0.0003748,0.000032667253,0.00014274077,0.00033125153,0.00047001135,0.00014861076],"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":[0.00073030224,0.0037304086,0.09423398,0.00031088595,0.0018178466,0.00043584078,0.008888871,0.0065552685,0.8072754,0.014880107,0.012417362,0.04872373],"study_design_scores_gemma":[0.008372835,0.0017041494,0.02404474,0.00014441923,0.00064729684,0.00005693527,0.009950673,0.011086007,0.22598387,0.003383777,0.71025956,0.0043657306],"about_ca_topic_score_codex":0.0010615271,"about_ca_topic_score_gemma":0.00018424743,"teacher_disagreement_score":0.6978422,"about_ca_system_score_codex":0.00014073278,"about_ca_system_score_gemma":0.0001723158,"threshold_uncertainty_score":0.9998493},"labels":[],"label_agreement":null},{"id":"W4312387634","doi":"10.1109/pn56061.2022.9908349","title":"Short-wavelength Surface-emitting Vertical Semiconductor UV LEDs with Graphene Electrode","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Light-emitting diode; Optoelectronics; Materials science; Graphene; Electrode; Ultraviolet; Nanowire; Diode; Semiconductor; Wavelength; Wide-bandgap semiconductor; Nanotechnology; Chemistry","score_opus":0.01238986661516695,"score_gpt":0.22458782351431555,"score_spread":0.2121979568991486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312387634","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":[0.9968333,0.00017728472,0.00004224532,0.00005660009,0.00054849294,0.0005199226,0.00046228184,0.00012142356,0.0012384147],"genre_scores_gemma":[0.9975995,0.000013997667,0.0004156098,0.00024647958,0.00018325381,0.00015521352,0.00068855623,0.00010813923,0.0005892423],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99696267,0.00017638326,0.0005525555,0.0007779553,0.0005975998,0.0009328455],"domain_scores_gemma":[0.99871004,0.000107374246,0.00014460375,0.0006778844,0.000106807354,0.00025328132],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037567233,0.0004602151,0.00057001057,0.00009717312,0.00060302706,0.000118218915,0.00052541425,0.00005414422,0.005541637],"category_scores_gemma":[0.000006360601,0.00043708525,0.0002229735,0.00058251974,0.00007705286,0.00019903661,0.00029090635,0.0007534239,0.000029339535],"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":[0.00042318145,0.00095799635,0.4845199,0.000106482745,0.0010553049,0.00008000052,0.001812298,0.0039079427,0.495525,0.0045974376,0.0039512934,0.0030631588],"study_design_scores_gemma":[0.008495933,0.0029795535,0.028395185,0.00012806543,0.0015409398,0.00013598721,0.0072236545,0.02173643,0.78804266,0.00297999,0.13183032,0.0065112878],"about_ca_topic_score_codex":0.00064036844,"about_ca_topic_score_gemma":0.00011719933,"teacher_disagreement_score":0.4561247,"about_ca_system_score_codex":0.0001427459,"about_ca_system_score_gemma":0.00033117636,"threshold_uncertainty_score":0.9998081},"labels":[],"label_agreement":null},{"id":"W4312663505","doi":"10.1109/pn56061.2022.9908336","title":"AlGaN Epilayers on Si Substrate with High Internal Quantum Efficiency","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Nature","keywords":"Epitaxy; Optoelectronics; Materials science; Substrate (aquarium); Molecular beam epitaxy; Quantum efficiency; Quantum; Quantum well; Nanotechnology; Optics; Physics; Geology","score_opus":0.009186906451939151,"score_gpt":0.2143817786187561,"score_spread":0.20519487216681695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312663505","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":[0.99609786,0.00003760551,0.000043079228,0.000068095644,0.0009008789,0.00035027892,0.0005724026,0.000058858226,0.0018709415],"genre_scores_gemma":[0.99829656,0.0000039656666,0.00006529236,0.0003131096,0.00010606539,0.00013876478,0.0003718298,0.00005445633,0.00064993976],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980787,0.00009876121,0.00034899465,0.000523269,0.0004456627,0.0005046183],"domain_scores_gemma":[0.99900424,0.000056208384,0.0002641374,0.00047760078,0.00005112857,0.00014665342],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021824312,0.0003056805,0.00033416846,0.000099552955,0.0003762194,0.00009715547,0.00048597305,0.00002453019,0.0059945816],"category_scores_gemma":[0.0000020747707,0.00027144834,0.00013099074,0.00029605773,0.00005277031,0.00009373299,0.00014784059,0.00043250681,0.00008002987],"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":[0.0034364776,0.0061850175,0.49573174,0.0002991181,0.002137774,0.0007176518,0.009371463,0.0946237,0.23957588,0.13000754,0.010707052,0.0072065857],"study_design_scores_gemma":[0.023822986,0.017733943,0.1039117,0.00036064285,0.0010338045,0.00012458983,0.015325806,0.03497423,0.5062815,0.013655888,0.2730814,0.009693505],"about_ca_topic_score_codex":0.002325416,"about_ca_topic_score_gemma":0.00014276546,"teacher_disagreement_score":0.39182004,"about_ca_system_score_codex":0.00008900263,"about_ca_system_score_gemma":0.00019177502,"threshold_uncertainty_score":0.9999738},"labels":[],"label_agreement":null},{"id":"W4312799884","doi":"10.1109/pn56061.2022.9908386","title":"Polarity Control of Nanowire-template-assisted AlN Epilayers on Si by Molecular Beam Epitaxy","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanowire; Molecular beam epitaxy; Polarity (international relations); Materials science; Optoelectronics; Epitaxy; Polar; Wide-bandgap semiconductor; Nanotechnology; Layer (electronics); Chemistry","score_opus":0.007583471382534068,"score_gpt":0.21805630184002162,"score_spread":0.21047283045748755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312799884","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":[0.9923161,0.0002691565,0.00008418816,0.00010630195,0.0005945572,0.00060250855,0.0049844217,0.000044574026,0.000998142],"genre_scores_gemma":[0.9976736,0.000006003664,0.00006650596,0.0006029194,0.000034084565,0.00017255046,0.001060505,0.000058924954,0.00032493123],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99767345,0.00020360951,0.00058220077,0.0005312094,0.0005066121,0.0005029239],"domain_scores_gemma":[0.99855775,0.00010254269,0.00045545035,0.0006292739,0.00008725577,0.00016771744],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034465708,0.00033949356,0.00060016033,0.000097822274,0.0003040022,0.00004771807,0.0004910783,0.000058624155,0.003678365],"category_scores_gemma":[0.00000869324,0.00036195232,0.00032188647,0.0002965289,0.00005829216,0.0000924811,0.00016391996,0.00040434275,0.000027768318],"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":[0.00022187174,0.00083874824,0.018612964,0.000054321234,0.00049028796,0.000024212704,0.00025109315,0.0013887757,0.9721844,0.0016860073,0.00325453,0.0009927765],"study_design_scores_gemma":[0.007821911,0.0015863411,0.007841713,0.00004958707,0.0005320568,0.000008817273,0.0008620256,0.0014894329,0.7749518,0.0014957623,0.20160742,0.001753091],"about_ca_topic_score_codex":0.002834749,"about_ca_topic_score_gemma":0.00004171228,"teacher_disagreement_score":0.19835289,"about_ca_system_score_codex":0.00010114321,"about_ca_system_score_gemma":0.00019215031,"threshold_uncertainty_score":0.99988323},"labels":[],"label_agreement":null},{"id":"W4312820229","doi":"10.1109/pn56061.2022.9908368","title":"Recent Progress on Short-wavelength-emitting AlGaN Nanowire Deep UV LEDs","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"Nature","keywords":"Light-emitting diode; Materials science; Optoelectronics; Nanowire; Gallium nitride; Ultraviolet; Diode; Wide-bandgap semiconductor; Indium gallium nitride; Wavelength; Polarization (electrochemistry); Aluminium; Layer (electronics); Nanotechnology; Composite material","score_opus":0.015971944330224933,"score_gpt":0.24535148166429527,"score_spread":0.22937953733407035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312820229","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":[0.9925552,0.0004692506,0.000005550715,0.00013457415,0.0015062756,0.0008543841,0.0003353417,0.000107239124,0.004032203],"genre_scores_gemma":[0.996615,0.000043488886,0.00023122878,0.0003598329,0.00024483263,0.0006676963,0.0008664961,0.00009277067,0.0008786753],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99723506,0.00019055499,0.0006055798,0.0006852482,0.0005837531,0.0006998085],"domain_scores_gemma":[0.99867845,0.00008403997,0.0002842927,0.00066114904,0.0001006248,0.00019142694],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046675597,0.00040231872,0.0005367743,0.00011627732,0.0006769296,0.00012952946,0.0005326615,0.000051422223,0.0070450455],"category_scores_gemma":[0.000008940314,0.00040052526,0.00025904115,0.00040306512,0.00005049697,0.0001159148,0.00037137175,0.00055969297,0.000074109885],"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":[0.0007716989,0.0035763143,0.2839082,0.00025884612,0.0015674412,0.00019846123,0.007761913,0.0029067444,0.02492849,0.010530629,0.008769961,0.65482134],"study_design_scores_gemma":[0.004608401,0.0011308038,0.0043470426,0.00009108985,0.0003767551,0.00001595483,0.0039280728,0.010551488,0.0712377,0.0010812227,0.9002578,0.0023736705],"about_ca_topic_score_codex":0.00012413027,"about_ca_topic_score_gemma":0.000064103006,"teacher_disagreement_score":0.89148784,"about_ca_system_score_codex":0.00016266115,"about_ca_system_score_gemma":0.00021159205,"threshold_uncertainty_score":0.9998447},"labels":[],"label_agreement":null},{"id":"W4312877593","doi":"10.1109/pn56061.2022.9908416","title":"Optimizing UV LED emission characteristics for an efficient module design","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"GaN-based semiconductor devices and materials","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":"Concordia University","funders":"","keywords":"Light-emitting diode; Optoelectronics; Materials science; Optics; Reduction (mathematics); Thermal; Nonimaging optics; LED lamp; Computer science; Physics","score_opus":0.024044533864576934,"score_gpt":0.252336006401774,"score_spread":0.22829147253719706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312877593","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":[0.9900019,0.000047845155,0.006835765,0.00002343378,0.00093386206,0.0008992924,0.0010433571,0.00006318133,0.00015132644],"genre_scores_gemma":[0.9925346,0.0000032385199,0.004744343,0.00014014293,0.00017641477,0.00051690865,0.0013231932,0.00006557316,0.0004956002],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99829835,0.00012620889,0.0003946091,0.0004705624,0.00026069587,0.00044957647],"domain_scores_gemma":[0.9989526,0.00007728756,0.0002715142,0.00044895103,0.000081930506,0.00016768363],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043809233,0.00025143838,0.00034893383,0.00007240873,0.00060910353,0.00010374125,0.00035988982,0.00003317146,0.0016791008],"category_scores_gemma":[0.000007527254,0.00025979787,0.00015321017,0.00016016998,0.000019707464,0.000083507024,0.00017769737,0.00021077493,0.000009554696],"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":[0.0010479798,0.0027866154,0.011478783,0.0002543396,0.0004319156,0.000022659717,0.0072689056,0.31089213,0.6453962,0.0037684438,0.0048861583,0.0117659345],"study_design_scores_gemma":[0.0046161287,0.0014859467,0.0013380205,0.00005116677,0.00036139865,0.000007722594,0.002271925,0.7271603,0.16727096,0.0015725652,0.091878,0.0019858743],"about_ca_topic_score_codex":0.00013767915,"about_ca_topic_score_gemma":0.0000037295524,"teacher_disagreement_score":0.47812518,"about_ca_system_score_codex":0.000091623435,"about_ca_system_score_gemma":0.00017982336,"threshold_uncertainty_score":0.9999854},"labels":[],"label_agreement":null},{"id":"W4312883665","doi":"10.1109/csw55288.2022.9930401","title":"Growth of Si-doped GaN Nanowires With Low Density For Power Device Applications","year":2022,"lang":"en","type":"preprint","venue":"","topic":"GaN-based semiconductor devices and materials","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Nanowire; Doping; Materials science; Optoelectronics; Gallium nitride; Wide-bandgap semiconductor; Nanotechnology; Layer (electronics)","score_opus":0.013439293558801114,"score_gpt":0.2545482325015279,"score_spread":0.2411089389427268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312883665","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":[0.97674817,0.00003197707,0.012220629,0.00012891328,0.00023692241,0.001919563,0.0011466146,0.000056155368,0.0075110868],"genre_scores_gemma":[0.9947232,0.0000017743301,0.0023797026,0.0001052129,0.00015086267,0.0010571766,0.0008445028,0.000043730364,0.00069384],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99875987,0.00003940483,0.00034909003,0.00046547077,0.00016230816,0.00022383871],"domain_scores_gemma":[0.9986646,0.00008812436,0.00036634595,0.00054171146,0.00026597595,0.00007321747],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014967541,0.00027039894,0.00047102693,0.000061406194,0.00012545992,0.000056009034,0.0003724676,0.00006493936,0.0027062516],"category_scores_gemma":[0.0000025179452,0.00022523204,0.00017384622,0.000086785505,0.00004327779,0.000046271358,0.00024578877,0.00016485172,0.000007402797],"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":[0.0006947671,0.0027726458,0.10487166,0.005728779,0.0031543563,0.0000037841346,0.0019299918,0.001118608,0.5524923,0.31480402,0.010392955,0.0020361273],"study_design_scores_gemma":[0.0016956032,0.00026677462,0.0035285961,0.00020573862,0.00057983375,0.0000012061678,0.0017974267,0.00010514377,0.9419467,0.020353852,0.028129142,0.0013900117],"about_ca_topic_score_codex":0.0015422751,"about_ca_topic_score_gemma":0.000044308657,"teacher_disagreement_score":0.38945436,"about_ca_system_score_codex":0.00002611542,"about_ca_system_score_gemma":0.00023240554,"threshold_uncertainty_score":0.9982054},"labels":[],"label_agreement":null},{"id":"W4313622188","doi":"10.21203/rs.3.rs-2422905/v1","title":"Optically Triggered AlGaN/GaN Semiconductor Power Transistor with Bi-layer Anti-reflecting Structure","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"GaN-based semiconductor devices and materials","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 Toronto","funders":"","keywords":"Materials science; Optoelectronics; Heterojunction; Semiconductor; Transistor; Band gap; Electron; Layer (electronics); Voltage; Nanotechnology; Electrical engineering; Physics","score_opus":0.09686341618422621,"score_gpt":0.3897499869527315,"score_spread":0.29288657076850527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313622188","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":[0.99258935,0.00022000738,0.00011286711,0.00053919974,0.00097809,0.0016911225,0.0018830815,0.0002444894,0.001741794],"genre_scores_gemma":[0.99543095,0.000020854268,0.00067040644,0.000028279064,0.0011605681,0.00017980901,0.0009665543,0.00027073763,0.0012718423],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9943668,0.0005564594,0.0007214276,0.0014859001,0.0013675081,0.0015018651],"domain_scores_gemma":[0.9965961,0.0004048456,0.00027620193,0.0012975318,0.000941529,0.000483808],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010455862,0.00074723107,0.0010830013,0.00057340914,0.00044812815,0.00071890146,0.0009608191,0.00048229232,0.0032378747],"category_scores_gemma":[0.000069927904,0.000597011,0.00035641273,0.00068045023,0.00024157218,0.00018277467,0.000427775,0.0024716537,0.00017620616],"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":[0.00032741312,0.0003213754,0.016363107,0.002096618,0.0012163633,0.00013435712,0.0035832033,0.0005260815,0.969925,0.0013044341,0.0031610806,0.0010409644],"study_design_scores_gemma":[0.009943171,0.0024451439,0.042344943,0.010210741,0.00090884493,0.000037186415,0.026946561,0.00047813152,0.85216546,0.016530132,0.030065455,0.007924213],"about_ca_topic_score_codex":0.0015899326,"about_ca_topic_score_gemma":0.000120858625,"teacher_disagreement_score":0.117759526,"about_ca_system_score_codex":0.00020163709,"about_ca_system_score_gemma":0.0011336277,"threshold_uncertainty_score":0.9998297},"labels":[],"label_agreement":null},{"id":"W4313892838","doi":"10.1109/jqe.2023.3234991","title":"Improving Charge Carrier Transport Properties in AlGaN Deep Ultraviolet Light Emitters Using Al-Content Engineered Superlattice Electron Blocking Layer","year":2023,"lang":"en","type":"article","venue":"IEEE Journal of Quantum Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":15,"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","keywords":"Materials science; Optoelectronics; Superlattice; Diode; Ultraviolet; Light-emitting diode; Laser; Quantum well; Electron; Voltage droop; Charge carrier; Optics; Voltage; Physics","score_opus":0.03501686431838759,"score_gpt":0.25196654812763214,"score_spread":0.21694968380924456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313892838","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":[0.99713373,0.0010017891,0.0006317912,0.00024182638,0.0006973198,0.00023385034,0.00001590708,0.000032617565,0.000011189838],"genre_scores_gemma":[0.99913174,0.00010172621,0.000044778997,0.00011996501,0.00046991924,0.000008794965,0.000012903627,0.00007504271,0.000035126544],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99739546,0.00008689971,0.0009233631,0.00027376504,0.00035259387,0.0009679387],"domain_scores_gemma":[0.99899477,0.000038653103,0.00043481804,0.00020283656,0.00018072521,0.00014822815],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00072198256,0.0003442386,0.0006015197,0.00026505973,0.000113509785,0.000076035365,0.00030290167,0.0000904641,0.000039678762],"category_scores_gemma":[0.00001031715,0.00029349356,0.0002599151,0.0003489558,0.000023422079,0.00038281092,0.00001130882,0.0006188895,0.0000050915637],"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":[0.00008530021,0.000077895085,0.0030636354,0.000052092037,0.00012824885,0.0000406213,0.0008045833,0.0019186699,0.99334127,0.00020670725,0.000038283306,0.00024271867],"study_design_scores_gemma":[0.0013526187,0.000283684,0.00053590705,0.00024529648,0.00018080989,0.000058885755,0.00084764604,0.016014658,0.9788972,0.00009599921,0.0010246818,0.00046260038],"about_ca_topic_score_codex":0.0002824427,"about_ca_topic_score_gemma":0.000030622356,"teacher_disagreement_score":0.014444032,"about_ca_system_score_codex":0.00020093042,"about_ca_system_score_gemma":0.0003515772,"threshold_uncertainty_score":0.9999517},"labels":[],"label_agreement":null},{"id":"W4318028110","doi":"","title":"Toward an Innovative Monolithic Integration of Vertical and Lateral GaN Devices","year":2022,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"GaN-based semiconductor devices and materials","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Vertical integration; Materials science; Optoelectronics; Computer science; Business","score_opus":0.027174789717775073,"score_gpt":0.25983792734536515,"score_spread":0.23266313762759008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318028110","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":[0.9808642,0.00043793357,0.009005222,0.0038341768,0.0003642762,0.0004557057,0.00031991178,0.000047455258,0.0046711015],"genre_scores_gemma":[0.9905176,0.00010511917,0.0060040643,0.00007566208,0.00004975063,0.000077772835,0.0017676267,0.00004204574,0.0013603163],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.993116,0.004737155,0.000789282,0.00071767793,0.00030495657,0.00033489277],"domain_scores_gemma":[0.9959071,0.00058943155,0.00053249666,0.0010318395,0.0017607578,0.00017833144],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002939675,0.0003842682,0.0005576086,0.00014497458,0.00027882095,0.0003419784,0.0006989695,0.00016638295,0.0009248712],"category_scores_gemma":[0.00016457988,0.00040428838,0.00012536705,0.0003657181,0.00032990047,0.00031022684,0.0007204219,0.0006222236,0.000012829727],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006732393,0.0012294911,0.026828725,0.00045418477,0.00028237497,0.0000035243086,0.05893546,0.000083214305,0.19975744,0.6782185,0.00007390453,0.034065872],"study_design_scores_gemma":[0.0016750256,0.000010483057,0.081276976,0.0030959372,0.00028394346,0.00000969655,0.005463027,0.016702397,0.84266984,0.01872537,0.02874817,0.0013391618],"about_ca_topic_score_codex":0.006982359,"about_ca_topic_score_gemma":0.00076989154,"teacher_disagreement_score":0.6594931,"about_ca_system_score_codex":0.000097690725,"about_ca_system_score_gemma":0.00035144974,"threshold_uncertainty_score":0.99998844},"labels":[],"label_agreement":null},{"id":"W4319748789","doi":"10.1016/j.physb.2023.414708","title":"Experimental evidence for spin–triplet states in Titanium implanted AlN film: An electron spin resonance study","year":2023,"lang":"en","type":"article","venue":"Physica B Condensed Matter","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Institut interdisciplinaire d'innovation technologique; Université de Montréal; Institut quantique; Université de Sherbrooke","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Université de Sherbrooke","keywords":"Electron paramagnetic resonance; Materials science; Raman spectroscopy; Spectroscopy; Ion implantation; Spin (aerodynamics); Resonance (particle physics); Crystallographic defect; Condensed matter physics; Ion; Semiconductor; Electron; Titanium; Spin states; Atomic physics; Nuclear magnetic resonance; Optoelectronics; Chemistry; Physics; Optics","score_opus":0.04103255277354427,"score_gpt":0.34774339129541776,"score_spread":0.3067108385218735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319748789","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":[0.9979629,0.000061199105,0.000020890337,0.00022898157,0.00023028628,0.0010818784,0.00023411878,0.000080082486,0.000099680474],"genre_scores_gemma":[0.9979737,0.0000017692411,0.000040695595,0.0003352427,0.00031930683,0.000506472,0.00028403953,0.000056050103,0.00048277064],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982102,0.00010464733,0.0003646133,0.0005573339,0.00018391928,0.00057931803],"domain_scores_gemma":[0.99918646,0.00014005654,0.00012892624,0.00040375107,0.000058057198,0.000082766506],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020971456,0.00028443342,0.0003961236,0.00010002361,0.00009895702,0.00012523762,0.0002753847,0.00003352625,0.0006215644],"category_scores_gemma":[0.0000032330852,0.0002754128,0.00009235948,0.0002450821,0.000034470195,0.00035858428,0.0000692075,0.00011833247,0.00039851305],"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":[0.00023856755,0.00047427928,0.013611917,0.00003942748,0.00004538907,0.0000076161464,0.0012652432,0.00002931356,0.9650305,0.00025957712,0.018908944,0.00008924863],"study_design_scores_gemma":[0.0027159983,0.0008448862,0.039056282,0.0001440741,0.000046844845,0.0000010592452,0.0037272463,0.0006810463,0.94863385,0.0009304275,0.0025609783,0.0006573139],"about_ca_topic_score_codex":0.0007067177,"about_ca_topic_score_gemma":0.000035616995,"teacher_disagreement_score":0.025444364,"about_ca_system_score_codex":0.00004534839,"about_ca_system_score_gemma":0.000052623334,"threshold_uncertainty_score":0.9999698},"labels":[],"label_agreement":null},{"id":"W4320736911","doi":"10.1039/d2nr04876k","title":"Optically and electrically invariant multi-color single InGaN/GaN nanowire light-emitting diodes on a silicon substrate under mechanical compression","year":2023,"lang":"en","type":"article","venue":"Nanoscale","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":5,"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; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Canada Foundation for Innovation","keywords":"Materials science; Light-emitting diode; Optoelectronics; Nanowire; Diode; Gallium nitride; Substrate (aquarium); Silicon; Wide-bandgap semiconductor; Nanotechnology; Layer (electronics)","score_opus":0.02893550770343602,"score_gpt":0.26221425925813513,"score_spread":0.2332787515546991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320736911","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":[0.99792033,0.000028299382,0.0002676779,0.0005111737,0.00025455895,0.00032392034,0.000035217447,0.00014496397,0.00051384885],"genre_scores_gemma":[0.9986805,0.000005308967,0.0004710318,0.00019483703,0.00019792793,0.000039536702,0.000059222028,0.00004441975,0.0003072185],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982199,0.00011186798,0.00040623947,0.000517892,0.00022368143,0.0005203953],"domain_scores_gemma":[0.9991156,0.00021997331,0.00014232028,0.00025352242,0.000065337386,0.00020323161],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000272217,0.00027737237,0.00038446832,0.00009589204,0.00025490278,0.00018232802,0.00019333091,0.00014854767,0.000102981365],"category_scores_gemma":[0.000032776552,0.00022841875,0.000096313335,0.0002767033,0.00004245263,0.000124939,0.00009689914,0.00022617239,0.00009832275],"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":[0.00005080373,0.00026125758,0.0014343059,0.00002691461,0.000035839323,0.000008553569,0.00015297307,0.000031655298,0.9940924,0.0027879067,0.00016929851,0.0009480915],"study_design_scores_gemma":[0.0012067106,0.00030705554,0.004396873,0.00016254967,0.000043303757,0.0000021910744,0.0002958738,0.0025542257,0.9892091,0.00086820935,0.0005983337,0.00035555835],"about_ca_topic_score_codex":0.000084684165,"about_ca_topic_score_gemma":0.0000139011045,"teacher_disagreement_score":0.0048832847,"about_ca_system_score_codex":0.00003233377,"about_ca_system_score_gemma":0.00005531962,"threshold_uncertainty_score":0.9314646},"labels":[],"label_agreement":null},{"id":"W4321482336","doi":"10.1021/acsami.2c21463","title":"Metal-Decorated InN Monolayer Senses N<sub>2</sub> against CO<sub>2</sub>","year":2023,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":105,"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":"University of Science and Technology Liaoning; Department of Education of Liaoning Province; National Natural Science Foundation of China","keywords":"Monolayer; Materials science; Density functional theory; Adsorption; Selectivity; Metal; Transition metal; Band gap; Binding energy; Nanotechnology; Chemical physics; Computational chemistry; Physical chemistry; Optoelectronics; Catalysis; Chemistry; Atomic physics; Organic chemistry; Metallurgy","score_opus":0.017282693722911614,"score_gpt":0.24706882801600769,"score_spread":0.22978613429309608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321482336","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":[0.9942822,0.00005401204,0.00001488336,0.00015902285,0.0017781351,0.0009186247,0.0010377576,0.00061451085,0.0011408627],"genre_scores_gemma":[0.9969684,0.0001380742,0.000034233974,0.00048732382,0.000629203,0.00038051067,0.0011184443,0.00018705349,0.000056780435],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9961981,0.000173291,0.0011504772,0.0010166428,0.00039980165,0.0010616925],"domain_scores_gemma":[0.9980633,0.00015562771,0.0006470305,0.00076710427,0.00017141113,0.00019547573],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006712426,0.00083359116,0.0011317546,0.00028968052,0.00030753267,0.0007184483,0.0005910874,0.00022430366,0.00042720238],"category_scores_gemma":[0.00001596444,0.00076465536,0.00009296732,0.00048747743,0.0001297935,0.00036987689,0.0003512781,0.00023042,0.0039658337],"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":[0.00015718168,0.00010734668,0.00006574079,0.00009936406,0.00033803954,0.000011485707,0.00038388208,0.00010385054,0.9856126,0.00062183436,0.009548053,0.0029506728],"study_design_scores_gemma":[0.00089369103,0.00006780237,0.00013619107,0.00009586559,0.00011833567,0.0000019094566,0.00090371614,0.0000041955304,0.99436545,0.0012026556,0.0013757367,0.0008344221],"about_ca_topic_score_codex":0.0000949863,"about_ca_topic_score_gemma":0.0000110554065,"teacher_disagreement_score":0.00875293,"about_ca_system_score_codex":0.00005826322,"about_ca_system_score_gemma":0.00010478098,"threshold_uncertainty_score":0.9994804},"labels":[],"label_agreement":null},{"id":"W4321780090","doi":"10.1109/access.2023.3248630","title":"Design, Simulation and Optimization of an Enhanced Vertical GaN Nanowire Transistor on Silicon Substrate for Power Electronic Applications","year":2023,"lang":"en","type":"article","venue":"IEEE Access","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Agence Nationale de la Recherche","keywords":"Nanowire; Materials science; Transistor; Optoelectronics; Substrate (aquarium); Silicon; Doping; Leakage (economics); Voltage; Nanotechnology; Electrical engineering","score_opus":0.030226108242601198,"score_gpt":0.31679718745237895,"score_spread":0.28657107920977776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321780090","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":[0.7150331,0.0000050150393,0.28432754,0.000017349372,0.00005366222,0.0004755589,0.000027244721,0.000027931825,0.000032578806],"genre_scores_gemma":[0.9993951,0.000001992374,0.00017117418,0.000022163213,0.00006778978,0.00018305209,0.00012575416,0.000018500845,0.000014506567],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993486,0.000030241608,0.00018162436,0.00020057811,0.00006615673,0.00017279461],"domain_scores_gemma":[0.9995908,0.00010395851,0.000057033754,0.0001365368,0.00006825657,0.000043393335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000101138525,0.00009593516,0.00013731707,0.00005229732,0.00007238947,0.00005132795,0.000102374965,0.000038359438,0.00005557944],"category_scores_gemma":[0.000002189477,0.00009265725,0.000031896296,0.00013236141,0.000020600142,0.00021555234,0.000003413271,0.00003329656,0.0000028205077],"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":[0.00009323052,0.000064409534,0.000045487403,0.000026865258,0.000020570915,3.9835548e-8,0.00011228205,0.59120154,0.4066486,0.00065495545,0.000010554767,0.0011214757],"study_design_scores_gemma":[0.00059364614,0.00018058748,0.0003799479,0.000013649175,0.000037081096,3.700803e-8,0.000046267323,0.13107017,0.8659937,0.0014768927,0.00007378762,0.00013423926],"about_ca_topic_score_codex":0.000018196655,"about_ca_topic_score_gemma":0.0000033244658,"teacher_disagreement_score":0.46013135,"about_ca_system_score_codex":0.000012319679,"about_ca_system_score_gemma":0.000040851115,"threshold_uncertainty_score":0.37784526},"labels":[],"label_agreement":null},{"id":"W4322502468","doi":"10.3390/ma16051925","title":"Structural, Surface and Optical Studies of m- and c-Face AlN Crystals Grown by Physical Vapor Transport Method","year":2023,"lang":"en","type":"article","venue":"Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Specific Research Project of Guangxi for Research Bases and Talents","keywords":"Raman spectroscopy; Materials science; Phonon; Full width at half maximum; Raman scattering; Crystal (programming language); Thermal expansion; X-ray photoelectron spectroscopy; Analytical Chemistry (journal); Nitride; Diffraction; Condensed matter physics; Optics; Nuclear magnetic resonance; Chemistry; Optoelectronics; Nanotechnology; Composite material","score_opus":0.032106939384246316,"score_gpt":0.3205191249284554,"score_spread":0.2884121855442091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322502468","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":[0.9982111,0.0001363858,0.000033940934,0.00013277806,0.00022187624,0.00024442264,0.0009221924,0.00004391227,0.000053415915],"genre_scores_gemma":[0.99889535,0.00003221604,0.0005960379,0.000017315408,0.00013529157,0.000013167044,0.00011262428,0.000025018133,0.00017301027],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988569,0.00009194216,0.0003492504,0.00031014282,0.00013075382,0.00026103694],"domain_scores_gemma":[0.999427,0.00015481778,0.00013431055,0.00015648021,0.000046501274,0.00008086809],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035027656,0.00021727456,0.0006664272,0.000026844975,0.00007270139,0.000051521936,0.00008570424,0.000043117103,0.00018593567],"category_scores_gemma":[0.000007921195,0.00017112438,0.00004354268,0.00008101043,0.00012888176,0.00012266792,0.00006852975,0.000038288217,0.000006476596],"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":[0.00003124311,0.000015957252,0.00080196286,0.00019100698,0.00012446781,0.0000017897878,0.0008001222,0.000016447442,0.9957419,0.0014897618,0.0004916833,0.00029363608],"study_design_scores_gemma":[0.0005034884,0.00007360575,0.002194481,0.000041009942,0.00010102474,0.0000015636992,0.0011912757,0.000026248088,0.99200636,0.0032270912,0.00041391185,0.00021995475],"about_ca_topic_score_codex":0.0001791553,"about_ca_topic_score_gemma":8.891367e-7,"teacher_disagreement_score":0.0037355765,"about_ca_system_score_codex":0.000005351784,"about_ca_system_score_gemma":0.000014054123,"threshold_uncertainty_score":0.69782495},"labels":[],"label_agreement":null},{"id":"W4322577806","doi":"10.1109/bcicts53451.2022.10051741","title":"MVSG GaN-HEMT Model: Approach to Simulate Fringing Field Capacitances, Gate Current De-biasing, and Charge Trapping Effects","year":2022,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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 Waterloo","funders":"","keywords":"High-electron-mobility transistor; Capacitance; Optoelectronics; Trapping; Biasing; Schottky diode; Spice; Current source; Logic gate; Physics; Computer science; Materials science; Topology (electrical circuits); Electrical engineering; Diode; Current (fluid); Voltage; Algorithm; Transistor; Engineering; Electrode","score_opus":0.01813210682889839,"score_gpt":0.2529613999340227,"score_spread":0.23482929310512435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322577806","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":[0.95727515,0.00020353263,0.034052007,0.00007998396,0.00030447703,0.00038520974,0.000032059095,0.000067663306,0.0075999177],"genre_scores_gemma":[0.99846953,0.0000030186543,0.00063853303,0.00030467252,0.00015038466,0.00010443244,0.00002319962,0.000026785297,0.00027944238],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99883217,0.00005659202,0.00020367505,0.00035522267,0.00013929982,0.0004130577],"domain_scores_gemma":[0.9995129,0.00006726141,0.00007278903,0.00018354562,0.00001803981,0.00014543392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023128671,0.00019661222,0.0002502094,0.00007578176,0.00028916987,0.00009615473,0.00015078396,0.00002014205,0.00024530973],"category_scores_gemma":[0.0000042514453,0.0001924481,0.000068722315,0.000117784286,0.0000108237255,0.000103104125,0.00008525643,0.00018455449,0.000004802312],"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":[0.00012452216,0.00077804585,0.007230131,0.0011834624,0.0002997355,0.000006444563,0.01257366,0.29057083,0.59093267,0.051067844,0.0057657016,0.03946696],"study_design_scores_gemma":[0.002025433,0.00021745992,0.00011647186,0.000202814,0.0001390255,0.000005189312,0.0014374162,0.6910434,0.28291625,0.005754802,0.014794275,0.0013474706],"about_ca_topic_score_codex":0.00018133134,"about_ca_topic_score_gemma":0.0000010634961,"teacher_disagreement_score":0.40047255,"about_ca_system_score_codex":0.000035125242,"about_ca_system_score_gemma":0.000034993478,"threshold_uncertainty_score":0.7847806},"labels":[],"label_agreement":null},{"id":"W4323064933","doi":"10.1109/tmtt.2023.3248225","title":"A Scalable Knowledge-Based Neural Network Model for GaN HEMTs With Accurate Trapping and Self-Heating Effects Characterization","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Microwave Theory and Techniques","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"National Natural Science Foundation of China","keywords":"Scalability; Artificial neural network; Gallium nitride; Capacitance; High-electron-mobility transistor; Transistor; Computer science; Electronic engineering; Topology (electrical circuits); Algorithm; Electrical engineering; Materials science; Artificial intelligence; Voltage; Engineering; Physics; Quantum mechanics; Nanotechnology; Electrode","score_opus":0.013103631552464988,"score_gpt":0.2500868579017638,"score_spread":0.23698322634929883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323064933","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":[0.5284637,0.000009576751,0.47072384,0.00001732907,0.00004419192,0.00043026294,0.000043950302,0.00021374393,0.00005341757],"genre_scores_gemma":[0.9969074,0.00001256552,0.0023969007,0.000080571655,0.00008168257,0.0003017632,0.000050879586,0.000038545502,0.00012969285],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991657,0.0001009641,0.00016676706,0.0002691309,0.000039673472,0.00025775496],"domain_scores_gemma":[0.9994573,0.0002405345,0.00007907625,0.000117987765,0.000045063567,0.000060013175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003461114,0.00020094284,0.0002173045,0.00009193466,0.00033666432,0.00009117559,0.000053032618,0.00005882104,0.000008281621],"category_scores_gemma":[8.090383e-7,0.0001734772,0.00005040389,0.00016335506,0.000047098118,0.00015538363,0.0000013310582,0.00010296393,0.0000011297693],"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":[0.00020605668,0.00008850068,0.000027120215,0.0002317623,0.000058470905,5.3020904e-7,0.00042626524,0.0020224708,0.975993,0.001181091,0.000015712396,0.019749023],"study_design_scores_gemma":[0.00047631038,0.00018139849,0.000014615858,0.00021957704,0.00009430013,0.0000013301478,0.000047168014,0.043342624,0.9512874,0.0040509794,0.0000631668,0.00022117149],"about_ca_topic_score_codex":0.0000057324532,"about_ca_topic_score_gemma":0.000003233106,"teacher_disagreement_score":0.4684437,"about_ca_system_score_codex":0.000010496675,"about_ca_system_score_gemma":0.000030917057,"threshold_uncertainty_score":0.7074195},"labels":[],"label_agreement":null},{"id":"W4324132449","doi":"10.1021/acsaom.3c00023","title":"Nanowire Template Assisted Epitaxy of Ultrawide Bandgap III-Nitrides on Si: Role of the Nanowire Template","year":2023,"lang":"en","type":"article","venue":"ACS Applied Optical Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":6,"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":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Nanowire; Optoelectronics; Molecular beam epitaxy; Nitride; Band gap; Doping; Nanotechnology; Light-emitting diode; Epitaxy; Layer (electronics)","score_opus":0.014208686980152228,"score_gpt":0.23724693092869548,"score_spread":0.22303824394854324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324132449","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":[0.9934682,0.000013145011,0.0000037089478,0.00012407849,0.00056769117,0.0006582666,0.00056365854,0.00007932008,0.00452189],"genre_scores_gemma":[0.9990599,0.0000074101895,0.0000978568,0.000071837174,0.00023506585,0.00011461949,0.00013827218,0.0000619655,0.00021305308],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997571,0.000095493895,0.0009897007,0.00043885797,0.0003758691,0.0005290869],"domain_scores_gemma":[0.9982813,0.00033435266,0.00050664623,0.00066517864,0.00009879226,0.000113704744],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005292116,0.0003746854,0.0008699018,0.00009959834,0.0001683857,0.00009156398,0.0005260028,0.00016336686,0.0008054709],"category_scores_gemma":[0.000029181507,0.0002632417,0.00016429317,0.00036017923,0.00020102953,0.000078503326,0.00018742293,0.00012162144,0.00017453604],"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":[0.00017680784,0.000114944174,0.00031889605,0.0001111759,0.00012971673,0.0000013026621,0.00012419486,0.00003954839,0.95578915,0.04209787,0.00027663895,0.0008197658],"study_design_scores_gemma":[0.0008554526,0.00006804129,0.0046532894,0.00015318693,0.00009348796,9.632414e-7,0.0003522577,0.0000015589577,0.9845513,0.008186912,0.00080715213,0.0002764077],"about_ca_topic_score_codex":0.00025761095,"about_ca_topic_score_gemma":0.0000032421015,"teacher_disagreement_score":0.033910956,"about_ca_system_score_codex":0.00001944972,"about_ca_system_score_gemma":0.00007585656,"threshold_uncertainty_score":0.999982},"labels":[],"label_agreement":null},{"id":"W4324133117","doi":"10.1117/12.2646618","title":"Vertical, Surface-emitting, Human-safe-wavelength semiconductor UV LEDs with AlGaN nanowires (Conference Presentation)","year":2023,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"","keywords":"Materials science; Light-emitting diode; Optoelectronics; Nanowire; Semiconductor; Electrode; Wavelength; Wide-bandgap semiconductor; Polarization (electrochemistry)","score_opus":0.03609256517361586,"score_gpt":0.28510112549081373,"score_spread":0.24900856031719787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324133117","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":[0.9860376,0.000007873159,0.00009373921,0.0002475424,0.00026195575,0.00032192963,0.000052902426,0.00024067807,0.0127357785],"genre_scores_gemma":[0.99041647,0.00000407803,0.0003530029,0.000084303225,0.00028089894,0.000033394608,0.00026263407,0.00005040797,0.008514803],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99821806,0.00007696666,0.00039770512,0.00048442683,0.00027761492,0.00054522464],"domain_scores_gemma":[0.9990479,0.0001123227,0.00010165515,0.00041097577,0.00015417766,0.00017301225],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018238915,0.0003041397,0.00034511875,0.00007187277,0.00025571338,0.00023607223,0.0002840739,0.000063248095,0.0060421065],"category_scores_gemma":[0.000008102553,0.00023608742,0.00008667855,0.0002954317,0.00010799942,0.00032885958,0.000097734046,0.00014759762,0.00057354785],"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":[0.000025397536,0.000121083096,0.05941427,0.00006695852,0.00019536457,0.000007807662,0.0007394422,0.00008087742,0.89984155,0.027250174,0.01150947,0.0007476016],"study_design_scores_gemma":[0.001809742,0.00022092443,0.013462435,0.000134491,0.00012388433,0.000002454328,0.003675272,0.0012246945,0.96822876,0.0027930455,0.007394504,0.0009297708],"about_ca_topic_score_codex":0.0013156667,"about_ca_topic_score_gemma":0.00006246233,"teacher_disagreement_score":0.068387225,"about_ca_system_score_codex":0.000019227453,"about_ca_system_score_gemma":0.00012382878,"threshold_uncertainty_score":0.9948665},"labels":[],"label_agreement":null},{"id":"W4324143088","doi":"10.3390/ma16062319","title":"Improved Crystallinity of Annealed 0002 AlN Films on Sapphire Substrate","year":2023,"lang":"en","type":"article","venue":"Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":8,"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":"Norges Forskningsråd; Réseau de cancérologie Rossy","keywords":"Crystallinity; Materials science; Sapphire; Substrate (aquarium); Annealing (glass); Composite material; Optoelectronics; Chemical engineering; Optics","score_opus":0.022984383735955603,"score_gpt":0.2582122276404018,"score_spread":0.2352278439044462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324143088","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":[0.9958362,0.000004644893,0.0000055498213,0.000051210216,0.0007641071,0.00031434998,0.0013109304,0.00010099871,0.0016120314],"genre_scores_gemma":[0.99838334,0.000003682342,0.000054651173,0.00004666471,0.0003071097,0.00003137919,0.00044880732,0.00003443058,0.0006899588],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986827,0.00009092078,0.0004881521,0.0002753587,0.00012899727,0.00033392038],"domain_scores_gemma":[0.999189,0.000061862214,0.00026472067,0.00034422404,0.00006215241,0.000077995996],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036781104,0.00021281894,0.00044689028,0.000074822274,0.00007042029,0.00008741642,0.0002008142,0.00006601066,0.0062575657],"category_scores_gemma":[0.000009128188,0.00018346446,0.00009011328,0.00014617699,0.00004438713,0.00008369146,0.00005424259,0.00004766628,0.00027830055],"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":[0.000070245194,0.000058876107,0.00036195834,0.00008558398,0.000047976926,0.0000023446405,0.00013823727,0.000029174269,0.9966915,0.0009141594,0.0014634093,0.00013651482],"study_design_scores_gemma":[0.00056718633,0.00010161024,0.0028406086,0.00005039871,0.000023800245,2.1985632e-7,0.0002756219,0.00003175909,0.99411625,0.0010265189,0.0007680028,0.00019800253],"about_ca_topic_score_codex":0.0005111478,"about_ca_topic_score_gemma":0.0000035550327,"teacher_disagreement_score":0.005979265,"about_ca_system_score_codex":0.000007523542,"about_ca_system_score_gemma":0.000036788817,"threshold_uncertainty_score":0.99465084},"labels":[],"label_agreement":null},{"id":"W4327697688","doi":"10.1117/12.2659145","title":"Liquid metal fabrication of ultrathin Ga2O3 and GaN layers for integrated optics","year":2023,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"RMIT University; European Commission; Ontario Ministry of Natural Resources and Forestry","keywords":"Materials science; Fabrication; Ellipsometry; X-ray photoelectron spectroscopy; Photonics; Optoelectronics; Nitride; Metal; Oxide; Semiconductor; Plasma; Nanotechnology; Thin film; Chemical engineering; Layer (electronics); Metallurgy","score_opus":0.022329343867068776,"score_gpt":0.26969517206393384,"score_spread":0.24736582819686506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327697688","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":[0.9959756,0.0000075575863,0.0022788066,0.000077731456,0.00013061205,0.00019031831,0.00012226615,0.00003623051,0.0011808855],"genre_scores_gemma":[0.99833876,0.0000036989995,0.0007454562,0.000022087785,0.00006882111,0.00002299099,0.00022027943,0.0000102910135,0.00056759745],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999547,0.000013396919,0.00016685741,0.00011619246,0.000045369135,0.000111189474],"domain_scores_gemma":[0.9996628,0.000055080363,0.00007107414,0.000091065616,0.0000852588,0.00003468403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000130977,0.00007568047,0.00014025348,0.000042520256,0.000029449271,0.000020655609,0.00005372223,0.000022552924,0.00013790192],"category_scores_gemma":[0.000008856479,0.000060401733,0.000042530944,0.00011075658,0.00002172668,0.000063610896,0.000009278962,0.000024573725,0.000008217894],"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":[0.000028695487,0.000025687856,0.0005416674,0.000034372955,0.00005429762,7.738985e-8,0.00022315203,0.000032600186,0.97634655,0.02124022,0.00081999885,0.00065266143],"study_design_scores_gemma":[0.00039103997,0.00014949204,0.00032758096,0.000013602551,0.00004933924,1.2169876e-7,0.0019415302,0.0013898304,0.992043,0.0013957951,0.0021779556,0.0001206703],"about_ca_topic_score_codex":0.00019174964,"about_ca_topic_score_gemma":0.0000034403672,"teacher_disagreement_score":0.019844424,"about_ca_system_score_codex":0.0000031567324,"about_ca_system_score_gemma":0.000023677187,"threshold_uncertainty_score":0.24631111},"labels":[],"label_agreement":null},{"id":"W4327706641","doi":"10.1116/6.0002339","title":"Plasma induced damage on AlGaN/GaN heterostructure during gate opening for power devices","year":2023,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Centre National de la Recherche Scientifique; Institut National des Sciences Appliquées de Lyon; Fonds de recherche du Québec – Nature et technologies; Université Grenoble Alpes; Université de Sherbrooke; Indian National Science Academy","keywords":"Materials science; Heterojunction; Optoelectronics; X-ray photoelectron spectroscopy; Etching (microfabrication); Barrier layer; Reactive-ion etching; Plasma; Wide-bandgap semiconductor; Transmission electron microscopy; Analytical Chemistry (journal); Layer (electronics); Nanotechnology; Chemistry; Chemical engineering","score_opus":0.01524008716638849,"score_gpt":0.27333464136984637,"score_spread":0.2580945542034579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327706641","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":[0.9978546,0.000049492006,0.000019190735,0.0008115331,0.0007864922,0.0002502907,0.00006051121,0.000067559246,0.00010031203],"genre_scores_gemma":[0.9989945,0.000013978374,0.00073702197,0.00005202699,0.00007477387,0.000010477826,0.0000036688584,0.000025672622,0.000087828106],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99808097,0.000024627883,0.00054243737,0.00041732984,0.00030561254,0.00062903605],"domain_scores_gemma":[0.9986661,0.00007936798,0.0005973786,0.0002801493,0.00021847553,0.00015851979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007556592,0.00028234656,0.0004959902,0.00082526385,0.000623635,0.00026388094,0.0007641762,0.00015393586,0.00009779022],"category_scores_gemma":[0.000027752443,0.00021375004,0.000117970296,0.0011027433,0.00028064605,0.0005999991,0.00018501015,0.00038425866,0.000010455066],"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":[0.000065208595,0.000027546688,0.01135325,0.000026011096,0.000051931765,0.000013591474,0.0003303248,0.0002009103,0.98633873,0.0011474139,0.00007968313,0.0003653952],"study_design_scores_gemma":[0.001974909,0.000927814,0.033604782,0.00025019672,0.000064746855,0.000057557798,0.0044426303,0.00106431,0.95284986,0.0032964384,0.000982367,0.00048440008],"about_ca_topic_score_codex":0.000013224627,"about_ca_topic_score_gemma":0.0000028489112,"teacher_disagreement_score":0.033488885,"about_ca_system_score_codex":0.000025891266,"about_ca_system_score_gemma":0.00012689027,"threshold_uncertainty_score":0.87164736},"labels":[],"label_agreement":null},{"id":"W4360853163","doi":"10.3390/opt4020019","title":"Degree of Polarization of Cathodoluminescence from a GaAs Facet in the Vicinity of an SiN Stripe","year":2023,"lang":"en","type":"article","venue":"Optics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McMaster University","funders":"","keywords":"Cathodoluminescence; Materials science; Polarization (electrochemistry); Finite element method; Degree of polarization; Optics; Principal stress; Facet (psychology); Condensed matter physics; Deformation (meteorology); Plane stress; Shear (geology); Physics; Composite material; Chemistry; Thermodynamics; Luminescence","score_opus":0.059595076504103194,"score_gpt":0.2939384124293693,"score_spread":0.2343433359252661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360853163","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":[0.99904954,0.0000059086096,0.00017449551,0.00002037767,0.000060542938,0.000103173385,0.00037373079,0.0000038521516,0.0002083475],"genre_scores_gemma":[0.9986498,0.0000016103266,0.0011295598,0.0000064412025,0.0000383382,0.0000019885858,0.00015315675,0.000005457294,0.000013700213],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994329,0.000071754344,0.0002362709,0.000079466416,0.00009957413,0.000080036974],"domain_scores_gemma":[0.99946845,0.00008516017,0.00016941746,0.00020404576,0.00005847362,0.000014481839],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021725782,0.00005824093,0.00016370951,0.000035480516,0.000012171477,0.0000075710336,0.00015219937,0.000026021067,0.000042708423],"category_scores_gemma":[0.00001917129,0.000045766945,0.000026638654,0.0002076217,0.000033268076,0.000053280175,0.000020740279,0.00003956701,0.000001619413],"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":[0.000010406329,0.00012050797,0.065806106,0.000040356223,0.0000119606875,4.1586495e-7,0.0017166763,0.00022156467,0.9296646,0.001527924,0.000015085382,0.0008643837],"study_design_scores_gemma":[0.0005645533,0.00013120208,0.25144657,0.00009177783,0.000050495433,1.0485161e-7,0.0046548136,0.0021272097,0.7383061,0.0024648798,0.000037950005,0.00012431375],"about_ca_topic_score_codex":0.0026304831,"about_ca_topic_score_gemma":0.00006581598,"teacher_disagreement_score":0.19135849,"about_ca_system_score_codex":0.0000026077184,"about_ca_system_score_gemma":0.000033907814,"threshold_uncertainty_score":0.39765212},"labels":[],"label_agreement":null},{"id":"W4362737020","doi":"10.1021/acs.cgd.3c00162","title":"Direct Observation of Al Migration Enhancement by Changing the Al and N Source Relative Position in the Molecular Beam Epitaxy of AlGaN Nanowires","year":2023,"lang":"en","type":"article","venue":"Crystal Growth & Design","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":9,"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":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Molecular beam epitaxy; Materials science; Nanowire; Optoelectronics; Nitride; Light-emitting diode; Substrate (aquarium); Semiconductor; Epitaxy; Photonics; Diode; Electron mobility; Nanotechnology; Layer (electronics)","score_opus":0.015627631153193128,"score_gpt":0.23209390151045703,"score_spread":0.2164662703572639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362737020","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":[0.97876704,0.0000993975,0.020112496,0.0005278271,0.000035717978,0.0003626911,0.000024616333,0.000008055211,0.000062162486],"genre_scores_gemma":[0.99954754,0.000008810066,0.000097978205,0.000121419725,0.000018342776,0.000051106694,0.000113500195,0.00000902281,0.000032300522],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992211,0.00017347236,0.00020695405,0.00012772967,0.00013898894,0.00013174817],"domain_scores_gemma":[0.999546,0.00014461802,0.00015794142,0.00009565605,0.000042759184,0.000013025625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005020778,0.00009229184,0.00012651326,0.000053315813,0.000070031725,0.000024313184,0.00008138077,0.000020527914,0.000009697332],"category_scores_gemma":[0.000009516163,0.000062962776,0.000037510166,0.00023539194,0.00004226141,0.00012105338,0.00002031266,0.00004290706,8.0741813e-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":[0.000019265635,0.000029480672,0.00080678577,0.000016721593,0.000026399159,3.233747e-7,0.0033516653,0.00009403559,0.99285734,0.0021485512,0.0003933799,0.00025607445],"study_design_scores_gemma":[0.00023587258,0.00011889319,0.0017515549,0.000066830464,0.000031898096,2.1368426e-7,0.0019695465,0.0006817608,0.9930597,0.0017805886,0.00021937395,0.00008377195],"about_ca_topic_score_codex":0.000264151,"about_ca_topic_score_gemma":0.0000023332382,"teacher_disagreement_score":0.020780481,"about_ca_system_score_codex":0.000009239484,"about_ca_system_score_gemma":0.000014584193,"threshold_uncertainty_score":0.25675473},"labels":[],"label_agreement":null},{"id":"W4364376271","doi":"10.1116/6.0002494","title":"Effect of substrate rotation speed on AlGaN nanowire deep ultraviolet light-emitting diodes by molecular beam epitaxy","year":2023,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology B Nanotechnology and Microelectronics Materials Processing Measurement and Phenomena","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Molecular beam epitaxy; Nanowire; Optoelectronics; Substrate (aquarium); Light-emitting diode; Diode; Ultraviolet; Gallium nitride; Rotation (mathematics); Semiconductor; Epitaxy; Nanotechnology; Layer (electronics)","score_opus":0.006703540759228133,"score_gpt":0.2352564197492981,"score_spread":0.22855287899006996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4364376271","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":[0.9964385,0.0021658973,0.00024696137,0.00057096983,0.00019315013,0.00028298187,0.00001371726,0.0000702813,0.000017560324],"genre_scores_gemma":[0.999602,0.00016855709,0.0001205032,0.00002086461,0.00003847266,0.00001224381,0.000007119959,0.000023927001,0.0000063166353],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99778616,0.00007653781,0.0007240085,0.00041992206,0.00035767775,0.00063568965],"domain_scores_gemma":[0.9983657,0.000038169102,0.0009803493,0.00020525492,0.00033667154,0.000073838055],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029395868,0.00032283022,0.0006643197,0.0009091491,0.00038369885,0.00012453634,0.00047106133,0.00022416981,0.000009272508],"category_scores_gemma":[0.000079579375,0.00025764303,0.00005374421,0.0010034576,0.00056952116,0.00026563037,0.00008837045,0.0003166796,0.000002007077],"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":[0.00009476103,0.000053716656,0.000622217,0.00013097902,0.000049602222,0.0000031578372,0.00012371755,0.0000048959146,0.97644603,0.0011437606,0.000008625472,0.02131852],"study_design_scores_gemma":[0.00094815344,0.0014480726,0.00005045562,0.00026739607,0.00010666178,0.000019471603,0.00028554315,0.00001548577,0.99104404,0.005487747,0.0001047682,0.00022222442],"about_ca_topic_score_codex":0.0000066159605,"about_ca_topic_score_gemma":6.6204086e-7,"teacher_disagreement_score":0.021096295,"about_ca_system_score_codex":0.000076870434,"about_ca_system_score_gemma":0.0002179146,"threshold_uncertainty_score":0.9999876},"labels":[],"label_agreement":null},{"id":"W4366829575","doi":"10.3390/cryst13050713","title":"Micro-Raman Spectroscopy Study of Vertical GaN Schottky Diode","year":2023,"lang":"en","type":"article","venue":"Crystals","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Agence Nationale de la Recherche","keywords":"Schottky diode; Materials science; Raman spectroscopy; Diode; Reverse leakage current; Optoelectronics; Doping; Leakage (economics); Schottky barrier; Optics; Physics","score_opus":0.02024637909469529,"score_gpt":0.28438878314226873,"score_spread":0.26414240404757344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366829575","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":[0.9976146,0.000014167738,0.000040104747,0.00004558615,0.00025579124,0.00031169804,0.00006132315,0.000066016226,0.0015907093],"genre_scores_gemma":[0.9994073,0.0000012548794,0.000048217305,0.000021910733,0.0002164901,0.000023856202,0.00004350668,0.000024867313,0.00021259254],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99892384,0.00005761259,0.00031215246,0.00024696824,0.00015510817,0.00030430977],"domain_scores_gemma":[0.9994258,0.000048119564,0.00006303518,0.00033160852,0.000043022927,0.00008838469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017060422,0.00014741367,0.00030744568,0.00007496781,0.000070805014,0.00006092348,0.00016970398,0.000029822306,0.0009008924],"category_scores_gemma":[0.0000069061243,0.00013197058,0.00007748423,0.00021185963,0.00003850796,0.00007596658,0.000057220033,0.00007917348,0.00015741831],"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":[0.00001858536,0.0002479104,0.03290301,0.000023314495,0.00006734412,0.00000388097,0.00059500244,0.000018297837,0.96377534,0.00049582403,0.0017891327,0.000062383915],"study_design_scores_gemma":[0.001310704,0.0003144569,0.01959625,0.00003922189,0.000077824516,4.3495282e-7,0.0047973474,0.000032428306,0.9694489,0.0018416473,0.002282033,0.0002587076],"about_ca_topic_score_codex":0.00020462967,"about_ca_topic_score_gemma":0.0000066376047,"teacher_disagreement_score":0.0133067565,"about_ca_system_score_codex":0.000010898749,"about_ca_system_score_gemma":0.000031341293,"threshold_uncertainty_score":0.986414},"labels":[],"label_agreement":null},{"id":"W4367061531","doi":"10.5281/zenodo.7866779","title":"Design Realization and Tests of a GaN Solid State Power Amplifier with 51dBm Output Power for 17.3-20.2 GHz SatCom Applications","year":2023,"lang":"en","type":"paratext","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"GaN-based semiconductor devices and materials","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":"Nortel (Canada)","funders":"Horizon 2020 Framework Programme; European Commission","keywords":"Amplifier; Realization (probability); Power (physics); Electrical engineering; Gallium nitride; Solid-state; Electronic engineering; Computer science; Materials science; Optoelectronics; Engineering; Telecommunications; Physics; Bandwidth (computing); Engineering physics; Mathematics","score_opus":0.038883093481898875,"score_gpt":0.27705444157285053,"score_spread":0.23817134809095164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367061531","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":[0.012631795,0.00033164045,0.697681,0.0005142073,0.0007967941,0.010949133,0.028161878,0.0010275472,0.247906],"genre_scores_gemma":[0.70757407,0.00026778155,0.0029877753,0.00030657047,0.0009955902,0.000018100534,0.07204649,0.010108638,0.20569502],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99802446,0.000200457,0.00046559094,0.00060533616,0.00028264403,0.00042152463],"domain_scores_gemma":[0.9978977,0.00008219492,0.00044536503,0.00053901545,0.00086468365,0.00017104161],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00045240996,0.00031620663,0.0004254775,0.0002576922,0.0008297724,0.00057534606,0.0005422551,0.0001028873,0.007301028],"category_scores_gemma":[0.000032039305,0.0002988955,0.00006795602,0.00039876625,0.000155808,0.00015295985,0.00029307458,0.00019752685,0.0030133724],"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":[0.00020194531,0.000188976,0.000005527437,0.00037297182,0.00031551652,0.0000013065212,0.0013893563,0.0011039549,0.01795421,0.001150631,0.97303224,0.00428339],"study_design_scores_gemma":[0.0007273896,0.0003950079,0.00007100499,0.0001390941,0.00006850452,0.00000492976,0.00023918427,0.000062616884,0.002588498,0.0004837873,0.99486214,0.00035781498],"about_ca_topic_score_codex":0.000043310178,"about_ca_topic_score_gemma":7.545946e-7,"teacher_disagreement_score":0.69494224,"about_ca_system_score_codex":0.000054078075,"about_ca_system_score_gemma":0.000026601972,"threshold_uncertainty_score":0.9999463},"labels":[],"label_agreement":null},{"id":"W4367321438","doi":"10.1002/jnm.3117","title":"An efficient extrinsic capacitances extraction method for small‐signal <scp>GaN HEMT</scp> devices","year":2023,"lang":"en","type":"article","venue":"International Journal of Numerical Modelling Electronic Networks Devices and Fields","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":4,"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":"High-electron-mobility transistor; Equivalent circuit; SIGNAL (programming language); Silicon carbide; Materials science; Optoelectronics; Capacitance; Small-signal model; Extraction (chemistry); Wide-bandgap semiconductor; Gallium nitride; Electronic engineering; Electrical engineering; Computer science; Transistor; Engineering; Physics; Chemistry; Nanotechnology; Voltage; Layer (electronics)","score_opus":0.023913151996665917,"score_gpt":0.3025655844128517,"score_spread":0.27865243241618576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367321438","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":[0.27916414,0.0005605096,0.71924806,0.00019341109,0.00063939247,0.00010419179,0.000009901905,0.000022359467,0.000058028272],"genre_scores_gemma":[0.99313456,0.00012437621,0.0043040914,0.00018529427,0.0021277757,0.000016640102,0.00003961034,0.000026061607,0.00004156887],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99836725,0.000083293635,0.00055626297,0.00027435142,0.00027221863,0.0004466428],"domain_scores_gemma":[0.998349,0.0005722891,0.00052567245,0.00010049869,0.0003107423,0.00014176806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000648972,0.0002101441,0.00033968105,0.00014664444,0.00013112936,0.00022490676,0.00036065723,0.00010828706,0.000034835863],"category_scores_gemma":[0.0000067833826,0.00017879314,0.00018753576,0.00015724468,0.000023807053,0.00023744746,0.000022499371,0.00037545583,0.0000019867784],"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":[0.000053364707,0.00010525082,0.0012989448,0.000018262812,0.00029401443,0.0000046358,0.0002502456,0.9715016,0.00042472285,0.004948655,0.00016111608,0.020939227],"study_design_scores_gemma":[0.00048366096,0.00030340397,0.00017783702,0.00007084196,0.00008468627,0.000021239652,0.0005007244,0.98598796,0.0004994019,0.003996556,0.0077615944,0.000112106856],"about_ca_topic_score_codex":0.00014145752,"about_ca_topic_score_gemma":0.000022753473,"teacher_disagreement_score":0.71494395,"about_ca_system_score_codex":0.000042155443,"about_ca_system_score_gemma":0.00008243754,"threshold_uncertainty_score":0.72909725},"labels":[],"label_agreement":null},{"id":"W4376132581","doi":"10.1038/s41598-023-34633-7","title":"Improved disinfection performance for 280 nm LEDs over 254 nm low-pressure UV lamps in community wastewater","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":35,"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":"Light-emitting diode; Wastewater; Optoelectronics; Materials science; Environmental science; Environmental engineering","score_opus":0.01514350821159929,"score_gpt":0.25616467261291426,"score_spread":0.24102116440131496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376132581","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":[0.99266523,0.000009475089,0.000021826798,0.000028900835,0.0061439546,0.00051698036,0.000040050658,0.00007414671,0.00049940735],"genre_scores_gemma":[0.9944258,7.225652e-7,0.000024868927,0.000010461401,0.00017212064,0.00010772287,0.00053260237,0.000022806193,0.0047029406],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985057,0.00007137651,0.0004495984,0.00039996352,0.00017516907,0.0003981997],"domain_scores_gemma":[0.9988151,0.0000413791,0.00023885001,0.0007436144,0.0000918413,0.00006921252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016124733,0.00016734948,0.0002348947,0.00015487865,0.00044785047,0.00033370891,0.00014889831,0.000058205456,0.0003067481],"category_scores_gemma":[0.000016682294,0.00014319326,0.00010928421,0.00037019842,0.00008369336,0.00035109487,0.00011509942,0.00016045515,0.000025367817],"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":[0.000028038668,0.0001847382,0.100273,0.0003280786,0.000046282872,0.0000058453893,0.0012054818,0.0004930721,0.8884717,0.000085499894,0.00715053,0.0017277106],"study_design_scores_gemma":[0.001052535,0.00011170241,0.044808835,0.00024914474,0.000074813805,0.0000071913264,0.0010823644,0.005698252,0.8759001,0.0058755716,0.0644942,0.0006452776],"about_ca_topic_score_codex":0.000861312,"about_ca_topic_score_gemma":0.00009696189,"teacher_disagreement_score":0.05734367,"about_ca_system_score_codex":0.000022431223,"about_ca_system_score_gemma":0.00006774561,"threshold_uncertainty_score":0.5839252},"labels":[],"label_agreement":null},{"id":"W4376636743","doi":"10.1021/acs.cgd.2c01506","title":"Selective Area Epitaxy of GaN Nanostructures: MBE Growth and Morphological Analysis","year":2023,"lang":"en","type":"article","venue":"Crystal Growth & Design","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Molecular beam epitaxy; Sapphire; Epitaxy; Nanostructure; Nanowire; Materials science; Nanotechnology; Optoelectronics; Template; Gallium nitride; Nitride; Layer (electronics); Optics","score_opus":0.021489810807874044,"score_gpt":0.24036588980782286,"score_spread":0.21887607899994882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376636743","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":[0.99309415,0.000044720597,0.0054347003,0.00003749448,0.00009002523,0.00025849335,0.00016529011,0.000070410446,0.0008046981],"genre_scores_gemma":[0.99926716,0.000007968819,0.000378079,0.00004485542,0.00009238829,0.000030018733,0.00010078202,0.00002148952,0.000057269193],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99858516,0.00015849296,0.00032895288,0.0004053033,0.00017519825,0.00034689574],"domain_scores_gemma":[0.99917686,0.00021624031,0.00018495553,0.00018843419,0.000117845586,0.00011566239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023021773,0.00023847104,0.0005081372,0.00024192553,0.00010754732,0.000058476184,0.00017574025,0.00008440282,0.00028990212],"category_scores_gemma":[0.00003585067,0.00019549184,0.00017559857,0.0009684944,0.00012860654,0.000114322815,0.000057819616,0.00010981747,0.000007341723],"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":[0.00008060115,0.000057251305,0.050971404,0.000062949686,0.00077654555,0.000018068336,0.0005828536,0.00013339813,0.941049,0.0051567466,0.0009951084,0.00011610142],"study_design_scores_gemma":[0.0009996999,0.00037612754,0.074388616,0.000037732836,0.0009521598,0.000005633199,0.0010724175,0.0004786645,0.86542827,0.05554652,0.00007029726,0.0006438673],"about_ca_topic_score_codex":0.00029426606,"about_ca_topic_score_gemma":0.0000020569732,"teacher_disagreement_score":0.07562071,"about_ca_system_score_codex":0.000010835783,"about_ca_system_score_gemma":0.000044649307,"threshold_uncertainty_score":0.79719263},"labels":[],"label_agreement":null},{"id":"W4384558363","doi":"10.1149/2162-8777/ace7c4","title":"Optimization of Doping Concentration to Obtain High Internal Quantum Efficiency and Wavelength Stability in An InGaN/GaN Blue Light-Emitting Diode","year":2023,"lang":"en","type":"article","venue":"ECS Journal of Solid State Science and Technology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Consejo Nacional de Ciencia y Tecnología; McMaster University","keywords":"Materials science; Optoelectronics; Light-emitting diode; Doping; Wavelength; Diode; Quantum efficiency","score_opus":0.013223834649081265,"score_gpt":0.27333818952460887,"score_spread":0.2601143548755276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384558363","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":[0.997286,0.000016366737,0.0020302183,0.00037596302,0.00015154433,0.000105964726,0.000011831585,0.0000124663775,0.000009620936],"genre_scores_gemma":[0.9994195,0.000022796494,0.0005109849,0.000010411811,0.000027547021,0.0000016070737,0.000001270494,0.0000046918294,0.0000011575434],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989117,0.000034838926,0.0004471978,0.00019090988,0.00017192092,0.00024346137],"domain_scores_gemma":[0.9991968,0.00003424001,0.0002975866,0.000097318385,0.0002987894,0.00007522515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012011385,0.00008604788,0.00022525265,0.00037988983,0.00010504924,0.000057029152,0.00019483399,0.000028582053,0.0000069127937],"category_scores_gemma":[0.000087189626,0.00007320773,0.00001283097,0.0008119725,0.00021184322,0.000385825,0.00006786677,0.00013018251,3.2930623e-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":[0.00002523754,0.000060632567,0.04368332,0.000028193726,0.000007959238,0.0000059660033,0.002888961,0.0074518425,0.9386991,0.0016159649,0.0000029359192,0.0055298526],"study_design_scores_gemma":[0.00074728095,0.0006392751,0.0051218863,0.00021454351,0.000010235786,0.000011956854,0.006952654,0.057022136,0.9244668,0.004603817,0.000025378513,0.00018405289],"about_ca_topic_score_codex":0.000039454553,"about_ca_topic_score_gemma":0.0000058637647,"teacher_disagreement_score":0.049570292,"about_ca_system_score_codex":0.000030905572,"about_ca_system_score_gemma":0.00013946868,"threshold_uncertainty_score":0.2985325},"labels":[],"label_agreement":null},{"id":"W4385364663","doi":"10.1364/cleo_si.2023.sth3h.1","title":"Fully Epitaxial AlN on Si using Molecular Beam Epitaxy Grown Nanowires for Ultraviolet Photonics","year":2023,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"","keywords":"Molecular beam epitaxy; Materials science; Epitaxy; Nanowire; Ultraviolet; Optoelectronics; Photonics; Silicon; Nanotechnology; Layer (electronics)","score_opus":0.023392979594194566,"score_gpt":0.2757270060490869,"score_spread":0.25233402645489234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385364663","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":[0.9954684,0.000014721763,0.0012919317,0.00013069008,0.0006549908,0.00052526966,0.00034928462,0.00011609056,0.001448647],"genre_scores_gemma":[0.99717635,0.0000023817627,0.0012573348,0.00032886036,0.00028650675,0.000076824006,0.00029569946,0.00005568411,0.0005203648],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998635,0.00003051219,0.0003020531,0.00038113832,0.00016563089,0.0004856766],"domain_scores_gemma":[0.99930394,0.00009821931,0.000114680275,0.00030104571,0.00007489136,0.00010725567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002049978,0.0002495954,0.00030077455,0.00008962394,0.00015797974,0.00010675168,0.00020504619,0.000069334776,0.00053856417],"category_scores_gemma":[0.000010977376,0.00022177816,0.00021646591,0.00015780618,0.00003397398,0.0000972117,0.00004210348,0.00007786903,0.00012651962],"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":[0.000034956436,0.00007198719,0.00030546216,0.00003527049,0.0000783322,0.0000038174444,0.00008422252,0.00071230554,0.9807903,0.015384498,0.0014773251,0.001021497],"study_design_scores_gemma":[0.00089930336,0.0001652293,0.00018932135,0.000052602874,0.00006608679,6.80988e-7,0.00039376947,0.0014981929,0.97937137,0.0061508766,0.010795898,0.00041667066],"about_ca_topic_score_codex":0.00047844308,"about_ca_topic_score_gemma":0.0000042316906,"teacher_disagreement_score":0.0093185725,"about_ca_system_score_codex":0.000024593639,"about_ca_system_score_gemma":0.00007681289,"threshold_uncertainty_score":0.90438503},"labels":[],"label_agreement":null},{"id":"W4385411101","doi":"10.1088/1402-4896/acec16","title":"The isolation feature geometry dependence of reverse gate-leakage current of AlGaN/GaN HFETs","year":2023,"lang":"en","type":"article","venue":"Physica Scripta","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Materials science; Leakage (economics); Optoelectronics; Transistor; Mesa; Heterojunction; Voltage; Electrical engineering","score_opus":0.02016499254140879,"score_gpt":0.2699327258745414,"score_spread":0.24976773333313262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385411101","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":[0.99715006,0.00017049769,0.000105496765,0.00024046421,0.0011843864,0.00022132232,0.00018573072,0.00003311397,0.0007089342],"genre_scores_gemma":[0.99903476,0.000028057118,0.00003553425,0.000014025147,0.00024514625,0.000013282975,0.00008871742,0.000017217391,0.0005232742],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990448,0.000054289256,0.00024422375,0.00020185084,0.0002230271,0.00023185927],"domain_scores_gemma":[0.9991241,0.000052643692,0.00028063552,0.00038659075,0.00010826532,0.0000477358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001844876,0.00014100899,0.00023665633,0.000053800748,0.00010448134,0.000032027405,0.00028336924,0.000026832648,0.000072383096],"category_scores_gemma":[0.0000120232025,0.00010460472,0.00013194297,0.00038396675,0.00006612095,0.00014699619,0.00006955851,0.0001242818,0.00005750922],"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":[0.00003832802,0.00014541089,0.0067013716,0.00015993037,0.0001063749,6.424847e-7,0.0005388537,0.0000610709,0.93337685,0.011030946,0.039900385,0.007939842],"study_design_scores_gemma":[0.0010867668,0.00014755942,0.044747487,0.00035816515,0.00019980228,4.7352833e-7,0.001965624,0.002268625,0.8523976,0.010591491,0.08566905,0.00056733564],"about_ca_topic_score_codex":0.00020359167,"about_ca_topic_score_gemma":0.0000051310144,"teacher_disagreement_score":0.08097922,"about_ca_system_score_codex":0.0000073927595,"about_ca_system_score_gemma":0.0000440183,"threshold_uncertainty_score":0.42656565},"labels":[],"label_agreement":null},{"id":"W4386123590","doi":"10.1109/pn58661.2023.10222951","title":"Ambipolar Photoelectric Devices with GaN/InGaN Nanowire Heterojunctions","year":2023,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"Nature","keywords":"Heterojunction; Ambipolar diffusion; Nanowire; Materials science; Photoelectric effect; Optoelectronics; Epitaxy; Semiconductor; Wide-bandgap semiconductor; Gallium nitride; Nanotechnology; Electron; Physics; Layer (electronics)","score_opus":0.013147259204437569,"score_gpt":0.23416617726600947,"score_spread":0.2210189180615719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386123590","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":[0.98923564,0.000021087764,0.00020604949,0.00012295846,0.00024026404,0.00018367518,0.000029625035,0.0002589004,0.009701814],"genre_scores_gemma":[0.9954702,0.0000026132561,0.00009205712,0.00014958375,0.00021342105,0.000046872865,0.00010849808,0.00003095827,0.0038857895],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99906826,0.000027344095,0.00016641604,0.00026060498,0.0001320191,0.0003453364],"domain_scores_gemma":[0.9995328,0.00003293901,0.00006968697,0.00022646837,0.00005056584,0.00008750219],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000091111746,0.00016918997,0.00018282454,0.0001181447,0.00019865684,0.00011608498,0.00013429974,0.000029375999,0.0016351164],"category_scores_gemma":[0.00000131174,0.00012473862,0.000066741275,0.0005511962,0.000023621773,0.00016315513,0.000021263406,0.00007994585,0.0005915004],"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":[0.000049029066,0.00021375768,0.116781,0.00009651835,0.00044145886,0.00001370906,0.0005478683,0.00018556438,0.85028946,0.008077263,0.015410374,0.007894002],"study_design_scores_gemma":[0.0015364938,0.00039402538,0.019950503,0.00008964845,0.00018556589,0.0000069508005,0.0020956025,0.0006874876,0.80146325,0.0011978435,0.17137499,0.0010176322],"about_ca_topic_score_codex":0.0010598991,"about_ca_topic_score_gemma":0.00009287092,"teacher_disagreement_score":0.15596463,"about_ca_system_score_codex":0.000011518618,"about_ca_system_score_gemma":0.000049691393,"threshold_uncertainty_score":0.99927753},"labels":[],"label_agreement":null},{"id":"W4386128268","doi":"10.1109/pn58661.2023.10221943","title":"Top-Surface Morphology Control of AlGaN Nanowires by Selective Area Epitaxy for Ultraviolet Nanophotonic Devices","year":2023,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"Nature","keywords":"Ultraviolet; Nanophotonics; Materials science; Nanowire; Optoelectronics; Epitaxy; Gallium nitride; Wide-bandgap semiconductor; Aluminium; Morphology (biology); Molecular beam epitaxy; Nitride; Nanotechnology; Ultraviolet a; Layer (electronics); Composite material","score_opus":0.011157153167513567,"score_gpt":0.24893970786086006,"score_spread":0.2377825546933465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386128268","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":[0.9959113,0.0000834541,0.00078238663,0.00014537068,0.00028289584,0.0006098357,0.0011857657,0.000072522096,0.000926449],"genre_scores_gemma":[0.9982425,0.0000045949278,0.0002274398,0.00020810928,0.00006217659,0.00009935667,0.00025304186,0.000029325982,0.0008734336],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998757,0.000055317618,0.0003451349,0.00033680495,0.00010002641,0.00040573825],"domain_scores_gemma":[0.9990734,0.00030743078,0.00020311674,0.00021108154,0.00013727766,0.000067712645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002122715,0.00020901047,0.00045040308,0.00004654871,0.00008412651,0.000029235163,0.00020879216,0.00007469876,0.00055149477],"category_scores_gemma":[0.000009893232,0.00017596978,0.00014407253,0.00017960877,0.000057260062,0.000085990534,0.000023008412,0.000059951464,0.000043269236],"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":[0.000049385024,0.00007033329,0.017051268,0.00003507027,0.00015550137,4.8512186e-7,0.00013346788,0.000069300826,0.972523,0.0018544464,0.0077968882,0.00026086852],"study_design_scores_gemma":[0.0014359647,0.0002074031,0.0012058403,0.000021314727,0.000070383554,5.5168596e-7,0.00068333646,0.00035408884,0.98883337,0.0016264098,0.005320745,0.00024058126],"about_ca_topic_score_codex":0.0010787867,"about_ca_topic_score_gemma":0.000018125626,"teacher_disagreement_score":0.016310396,"about_ca_system_score_codex":0.000014039666,"about_ca_system_score_gemma":0.00007314516,"threshold_uncertainty_score":0.71758395},"labels":[],"label_agreement":null},{"id":"W4386250361","doi":"10.21203/rs.3.rs-3257620/v1","title":"Semi-classical physics based model in AlGaN/BGaN based Ultraviolet LED with p-AlGaN layer sandwiched around electron-blocking layer for droop-free efficiency","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"GaN-based semiconductor devices and materials","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":"Horizon College and Seminary","funders":"Karunya University","keywords":"Voltage droop; Optoelectronics; Quantum efficiency; Light-emitting diode; Quantum tunnelling; Physics; Ultraviolet; Auger effect; Electron; Diode; Materials science; Luminous flux; Radiative transfer; Spontaneous emission; Optics; Voltage; Laser","score_opus":0.08200492168296254,"score_gpt":0.37045314758531295,"score_spread":0.2884482259023504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386250361","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":[0.93879,0.000099145946,0.053083893,0.0010477456,0.00026107652,0.004145997,0.0017881566,0.00023652625,0.0005474446],"genre_scores_gemma":[0.9932008,0.000007504604,0.0011555686,0.000080289254,0.00090750266,0.0017561133,0.0021682438,0.00029474052,0.00042928112],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9933431,0.00053563085,0.00082265586,0.0017270861,0.001471628,0.0020998924],"domain_scores_gemma":[0.99559605,0.0011026536,0.00033839027,0.0017924368,0.00078759226,0.0003828469],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020544848,0.00087956846,0.001216735,0.00053771376,0.00040045616,0.0006000091,0.0014242451,0.00045877395,0.0001050521],"category_scores_gemma":[0.00012940617,0.0007791011,0.0004677156,0.0008288608,0.00022076869,0.0001501706,0.00047830585,0.0020577859,0.00003342049],"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":[0.002827339,0.003552844,0.025943406,0.0052215355,0.00063791603,0.00007420657,0.0013358016,0.5407138,0.4056872,0.0077971625,0.0046928884,0.0015159273],"study_design_scores_gemma":[0.008896985,0.0009244141,0.0013729987,0.003105313,0.00017481369,5.725685e-7,0.00083073595,0.7825151,0.17962678,0.020041864,0.0006259039,0.0018845353],"about_ca_topic_score_codex":0.00115859,"about_ca_topic_score_gemma":0.00043440374,"teacher_disagreement_score":0.2418013,"about_ca_system_score_codex":0.0004163609,"about_ca_system_score_gemma":0.0025511542,"threshold_uncertainty_score":0.999466},"labels":[],"label_agreement":null},{"id":"W4386902749","doi":"10.1109/access.2023.3317530","title":"Accurate, Efficient and Reliable Small-Signal Modeling Approaches for GaN HEMTs","year":2023,"lang":"en","type":"article","venue":"IEEE Access","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":16,"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 Calgary","funders":"Nazarbayev University","keywords":"High-electron-mobility transistor; Gallium nitride; Computer science; Range (aeronautics); Convergence (economics); Algorithm; Electronic engineering; Transistor; Biological system; Materials science; Engineering; Electrical engineering; Nanotechnology","score_opus":0.12330351251071449,"score_gpt":0.3069825590906541,"score_spread":0.1836790465799396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386902749","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":[0.98086464,0.000030099156,0.01755171,0.00005868484,0.00037181567,0.00036306793,0.000092147486,0.000070852126,0.00059696025],"genre_scores_gemma":[0.99904567,0.0000019251838,0.00014905703,0.000038973027,0.00036612636,0.0001263381,0.0000668089,0.00002743994,0.00017765125],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990997,0.000013455111,0.00020133288,0.0002968391,0.00007803922,0.00031067416],"domain_scores_gemma":[0.99959457,0.000052050975,0.00007243254,0.00016010339,0.000045921042,0.00007494436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020335338,0.00014604602,0.00019234998,0.000061337116,0.00015267883,0.0002721193,0.0002156804,0.00003810079,0.000060484872],"category_scores_gemma":[0.000002322891,0.00012847508,0.000055112683,0.00014583679,0.000017895438,0.00013757625,0.000049896098,0.000055177374,0.000015473108],"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":[0.00008868043,0.00015913951,0.0037849557,0.00042229297,0.00015569046,0.000002808186,0.0006849374,0.9043551,0.078261524,0.0039504385,0.0029342808,0.0052001323],"study_design_scores_gemma":[0.0009076098,0.000036408834,0.00021447064,0.00006489777,0.00005615508,5.800894e-7,0.0005069444,0.8645434,0.12782548,0.0047022244,0.0007607267,0.00038110602],"about_ca_topic_score_codex":0.00021525154,"about_ca_topic_score_gemma":0.000004220548,"teacher_disagreement_score":0.049563956,"about_ca_system_score_codex":0.000007654585,"about_ca_system_score_gemma":0.000033814824,"threshold_uncertainty_score":0.5239061},"labels":[],"label_agreement":null},{"id":"W4387250503","doi":"10.23919/epe23ecceeurope58414.2023.10264607","title":"Fast Switching of GaN Transistors using a Boosted Gate Voltage","year":2023,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Simon Fraser University","funders":"","keywords":"Transistor; Materials science; Logic gate; Voltage; Optoelectronics; High-electron-mobility transistor; Boosting (machine learning); Electrical engineering; Electronic engineering; Computer science; Engineering","score_opus":0.027340637142995297,"score_gpt":0.266244811414376,"score_spread":0.23890417427138072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387250503","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":[0.99371696,0.0000058649757,0.00264455,0.000020089372,0.0002290511,0.000108979955,0.000035397592,0.00006601512,0.0031730793],"genre_scores_gemma":[0.99928683,5.3028106e-7,0.0001382516,0.000024056611,0.00010215055,0.0000032173268,0.000027003112,0.00002055525,0.00039737625],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992779,0.000019255036,0.00024396981,0.00015489821,0.00009465493,0.00020934343],"domain_scores_gemma":[0.99964935,0.000024158844,0.000090537666,0.000151158,0.000031164655,0.000053651576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012353998,0.00011459314,0.0002098099,0.00008153084,0.000060319468,0.00002621173,0.000093540344,0.000023765444,0.0008203438],"category_scores_gemma":[0.0000013724385,0.00010024051,0.0000948443,0.00019684643,0.000011253548,0.00008975724,0.000015825623,0.000048129103,0.000034668425],"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":[0.0000059288177,0.000017969516,0.0028721148,0.000034676956,0.000036259895,0.0000011211055,0.0005390914,0.00037513426,0.99393183,0.0010135971,0.00009216198,0.0010800991],"study_design_scores_gemma":[0.00091132766,0.000046095323,0.0023869127,0.00011747876,0.00009540931,7.7659985e-7,0.0038113233,0.006576326,0.9820421,0.0013969239,0.0022115945,0.00040375526],"about_ca_topic_score_codex":0.0015680903,"about_ca_topic_score_gemma":0.000014599055,"teacher_disagreement_score":0.011889769,"about_ca_system_score_codex":0.000008387489,"about_ca_system_score_gemma":0.00003191738,"threshold_uncertainty_score":0.8982189},"labels":[],"label_agreement":null},{"id":"W4387695342","doi":"10.1002/aelm.202300274","title":"Abnormal Photocurrent in Semiconductor p‐n Heterojunctions: Toward Multifunctional Photoelectrochemical‐Type Photonic Devices and Beyond","year":2023,"lang":"en","type":"article","venue":"Advanced Electronic Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":15,"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","keywords":"Photocurrent; Heterojunction; Optoelectronics; Materials science; Nanowire; Semiconductor; Photonics; Nanotechnology","score_opus":0.013167927518377556,"score_gpt":0.2646390629260328,"score_spread":0.25147113540765526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387695342","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":[0.9972845,0.0003788163,0.000018677967,0.00008123059,0.0010038195,0.0007222375,0.00013496836,0.00016688502,0.000208907],"genre_scores_gemma":[0.9978791,0.00021078387,0.00007888659,0.00015669549,0.0002601228,0.00042018818,0.00068879826,0.000056694393,0.00024871854],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99733925,0.000096308664,0.00061716494,0.00067407876,0.0002137411,0.0010594765],"domain_scores_gemma":[0.9991728,0.00010322392,0.00022351209,0.00029313235,0.00008253265,0.00012481403],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035239634,0.00040648476,0.00054259034,0.00021814171,0.0001304548,0.00012432398,0.00021560931,0.00010226491,0.0030535227],"category_scores_gemma":[0.000019460032,0.00039408536,0.000074386764,0.0004772113,0.00006919444,0.0004195055,0.00010250811,0.00023452412,0.00018547056],"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":[0.00017682806,0.00006752573,0.0010871668,0.000077363606,0.00006637889,0.0000020715154,0.00014118305,0.000041416908,0.9964076,0.00094122556,0.0002464591,0.00074474775],"study_design_scores_gemma":[0.0015427211,0.00016976545,0.00085760426,0.000054742053,0.00003724621,0.00000811001,0.00029428912,0.00006854283,0.9813321,0.003879276,0.0112728905,0.00048267035],"about_ca_topic_score_codex":0.00026297453,"about_ca_topic_score_gemma":0.000042134525,"teacher_disagreement_score":0.015075491,"about_ca_system_score_codex":0.00013768638,"about_ca_system_score_gemma":0.00019176757,"threshold_uncertainty_score":0.9998511},"labels":[],"label_agreement":null},{"id":"W4387868867","doi":"10.21203/rs.3.rs-3468969/v1","title":"Impact of boron in ultraviolet quantum well-based light emitting diodes","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"GaN-based semiconductor devices and materials","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":"Horizon College and Seminary","funders":"","keywords":"Optoelectronics; Light-emitting diode; Diode; Materials science; Anode; Current density; Quantum efficiency; Quantum well; Ultraviolet; Boron; Power density; Common emitter; Voltage; Power (physics); Laser; Optics; Physics","score_opus":0.06510858444082455,"score_gpt":0.4042525630101038,"score_spread":0.33914397856927925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387868867","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":[0.99656796,0.00020565517,0.00003314717,0.00015472228,0.000266418,0.00087475724,0.0010302737,0.000047349557,0.00081971457],"genre_scores_gemma":[0.9980791,0.000034174805,0.00005273787,0.0000031608822,0.0004250645,0.0001857491,0.0009808508,0.000086598506,0.00015257183],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964797,0.00054431695,0.00068852596,0.00068330765,0.0007119175,0.000892238],"domain_scores_gemma":[0.99786264,0.0004646381,0.00028074378,0.00084198365,0.00036893095,0.00018106264],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019125317,0.00036831043,0.0007400791,0.0005956788,0.00009608709,0.00016887666,0.00063144293,0.00023995456,0.00079030206],"category_scores_gemma":[0.00008376102,0.00031718577,0.00045813475,0.00044358106,0.00009233293,0.000072710616,0.00042036246,0.0011508832,0.00011877095],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018930052,0.0006621846,0.81756085,0.002950784,0.0002614401,0.00003513724,0.0010313032,0.004091523,0.1682708,0.0009772441,0.002503265,0.0014661662],"study_design_scores_gemma":[0.0037426113,0.0012185551,0.68847734,0.015520326,0.00010088255,6.934472e-7,0.005394621,0.005359868,0.25717664,0.018943293,0.0019323274,0.0021328519],"about_ca_topic_score_codex":0.020022212,"about_ca_topic_score_gemma":0.00010075452,"teacher_disagreement_score":0.12908351,"about_ca_system_score_codex":0.00019448453,"about_ca_system_score_gemma":0.0008570473,"threshold_uncertainty_score":0.999928},"labels":[],"label_agreement":null},{"id":"W4388070882","doi":"10.1109/irmmw-thz57677.2023.10298963","title":"Surface Oxidisation Layer Identification of Indium Nitride Nanoparticles via s-SNOM","year":2023,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Engineering and Physical Sciences Research Council; Leverhulme Trust","keywords":"Indium nitride; Materials science; Indium; Nanoparticle; Layer (electronics); Nanotechnology; Nitride; Identification (biology); Optoelectronics","score_opus":0.0258222808489346,"score_gpt":0.2691514034393552,"score_spread":0.24332912259042058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388070882","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":[0.9986075,0.0000066333655,0.00044367285,0.00010103401,0.00021719329,0.0001315038,0.00003727415,0.00005831706,0.00039685526],"genre_scores_gemma":[0.9990322,0.0000017106627,0.00007419633,0.000014330178,0.00006993621,0.000007943298,0.0001119356,0.000010978072,0.00067675515],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992893,0.00003135537,0.00029611378,0.00013808624,0.00010675774,0.00013842154],"domain_scores_gemma":[0.9995584,0.000037499467,0.00014278616,0.00016922939,0.00005858288,0.000033537304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023032296,0.00007565796,0.00011708662,0.00004120874,0.000044170967,0.000034235924,0.00008528698,0.00002226574,0.0006065835],"category_scores_gemma":[0.000003728619,0.0000681205,0.000043864384,0.00020082794,0.000019056211,0.00013379187,0.000024056995,0.000025546045,0.00036437242],"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":[0.0000045119646,0.000026676842,0.017760528,0.000011535834,0.000016950824,9.940071e-8,0.0001547819,0.0002585622,0.9788476,0.0020424628,0.0004590864,0.00041719008],"study_design_scores_gemma":[0.00015787092,0.000008554097,0.014419572,0.0000047842227,0.000011621954,5.8884027e-8,0.0003875432,0.0004908253,0.9811735,0.0029183647,0.00035034746,0.00007695692],"about_ca_topic_score_codex":0.0004912575,"about_ca_topic_score_gemma":0.0000055822097,"teacher_disagreement_score":0.0033409565,"about_ca_system_score_codex":0.000006799793,"about_ca_system_score_gemma":0.000019183026,"threshold_uncertainty_score":0.6641664},"labels":[],"label_agreement":null},{"id":"W4388273067","doi":"10.1109/wisee58383.2023.10289273","title":"High-Temperature Fully Integrated Wireless Monitoring Systems for Aerospace Applications","year":2023,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"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":"Amplifier; Electrical engineering; Electronic engineering; Demodulation; Silicon carbide; Wireless; Substrate (aquarium); Gallium nitride; Materials science; Computer science; Optoelectronics; CMOS; Engineering; Channel (broadcasting); Telecommunications; Nanotechnology","score_opus":0.015499115662862368,"score_gpt":0.259538075213201,"score_spread":0.24403895955033864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388273067","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":[0.9958878,0.00003425031,0.0013550296,0.00012379662,0.001042803,0.00079877203,0.00030547293,0.00024463213,0.00020741347],"genre_scores_gemma":[0.9919343,0.000006187678,0.0002498964,0.000009645092,0.0010524908,0.0010511145,0.0004691252,0.000030074714,0.005197189],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99922466,0.000017576449,0.00019209638,0.00023629853,0.0000805031,0.00024888347],"domain_scores_gemma":[0.99944943,0.000058149915,0.00007246874,0.00022146362,0.00012913515,0.00006936985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010983944,0.00014742394,0.00020601231,0.000048075995,0.00014791344,0.00018701237,0.00014662884,0.000054598207,0.00007584584],"category_scores_gemma":[0.0000012848349,0.00011975573,0.00006363437,0.00025937014,0.000013047182,0.00008434326,0.000023816803,0.00007040973,0.00011358218],"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":[0.00001170681,0.0000408976,0.0030679863,0.00012036113,0.000092362796,3.7458736e-7,0.00008996877,0.0004230499,0.9292497,0.054875348,0.010993748,0.0010345206],"study_design_scores_gemma":[0.00124405,0.0000705859,0.0006988904,0.00016197893,0.000085220294,6.457124e-7,0.007851615,0.000593804,0.9168739,0.0013362947,0.07039904,0.0006840142],"about_ca_topic_score_codex":0.0007517825,"about_ca_topic_score_gemma":0.0000030198728,"teacher_disagreement_score":0.059405286,"about_ca_system_score_codex":0.000017746097,"about_ca_system_score_gemma":0.000040074512,"threshold_uncertainty_score":0.4883497},"labels":[],"label_agreement":null},{"id":"W4388993794","doi":"","title":"GaN based Microelectronic compounds","year":2022,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"GaN-based semiconductor devices and materials","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Microelectronics; Computer science; Materials science; Optoelectronics","score_opus":0.012560295679355713,"score_gpt":0.22673658833290114,"score_spread":0.21417629265354543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388993794","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":[0.8029026,0.0037574028,0.052083634,0.028449193,0.0021959601,0.0016300239,0.0015356132,0.00035202148,0.10709359],"genre_scores_gemma":[0.9562561,0.00016454367,0.0070452853,0.00027833562,0.00013249808,0.00023248311,0.005176487,0.00012975022,0.030584496],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98786867,0.008537732,0.00092680706,0.0012573461,0.00051068986,0.00089874264],"domain_scores_gemma":[0.9934019,0.001368534,0.0009902115,0.0026815736,0.0012281581,0.00032962332],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0047872635,0.0007066955,0.00079402735,0.00019323538,0.00092432456,0.0007726679,0.0019309901,0.00025867228,0.0084154],"category_scores_gemma":[0.00011808026,0.00084920984,0.00057940127,0.00043634142,0.00032297376,0.00015515932,0.0008339771,0.0012122741,0.00028666723],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007438232,0.0036270237,0.011431998,0.00069989916,0.00067850086,0.000013791209,0.0075671743,0.0017041033,0.4537132,0.48654494,0.009286866,0.024658123],"study_design_scores_gemma":[0.0013890389,0.0000017779937,0.0017036063,0.001148408,0.0002182061,0.0000047304816,0.00037204064,0.007015054,0.36495036,0.004837029,0.6172914,0.0010683667],"about_ca_topic_score_codex":0.0067082387,"about_ca_topic_score_gemma":0.0010937967,"teacher_disagreement_score":0.6080045,"about_ca_system_score_codex":0.00046089897,"about_ca_system_score_gemma":0.0013457775,"threshold_uncertainty_score":0.9999062},"labels":[],"label_agreement":null},{"id":"W4389034540","doi":"","title":"3C-SiC enhances the GaN HEMT","year":2023,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"GaN-based semiconductor devices and materials","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"High-electron-mobility transistor; Optoelectronics; Materials science; Wide-bandgap semiconductor; Electrical engineering; Transistor; Engineering; Voltage","score_opus":0.021422636917387352,"score_gpt":0.24764547129357578,"score_spread":0.22622283437618843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389034540","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":[0.92324364,0.0005019822,0.014109795,0.011612452,0.0013979827,0.0007526275,0.00035489976,0.00035017452,0.04767642],"genre_scores_gemma":[0.9812722,0.00010191525,0.0013794993,0.00008247017,0.00016233636,0.000101581274,0.0007945459,0.000059144266,0.016046273],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99606055,0.0022029404,0.00045769927,0.000622853,0.0002946188,0.0003613436],"domain_scores_gemma":[0.99585986,0.0009239187,0.00048955414,0.0018766467,0.00073708926,0.00011290629],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029570705,0.0003254682,0.00035860963,0.000078743185,0.00038517683,0.0005930033,0.0013558745,0.00012952158,0.000809971],"category_scores_gemma":[0.0001247207,0.0002649152,0.00025004637,0.00021203115,0.0001760283,0.00008442993,0.0008297395,0.0004784362,0.00027559747],"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":[0.000034291217,0.0014633448,0.010423807,0.0008410567,0.0011826776,0.000009930226,0.042678133,0.00035654448,0.3335075,0.48509443,0.03609127,0.08831701],"study_design_scores_gemma":[0.00052805024,4.5372994e-7,0.0034414108,0.0019296585,0.00015468246,0.0000014644355,0.0011699559,0.0018293146,0.8764948,0.050208014,0.06333961,0.0009025313],"about_ca_topic_score_codex":0.0045835036,"about_ca_topic_score_gemma":0.000819736,"teacher_disagreement_score":0.54298735,"about_ca_system_score_codex":0.000033782446,"about_ca_system_score_gemma":0.00020670616,"threshold_uncertainty_score":0.99998033},"labels":[],"label_agreement":null},{"id":"W4390412674","doi":"10.1103/physrevapplied.20.064049","title":"Increased light-emission efficiency in disordered <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" display=\"inline\" overflow=\"scroll\"><mml:mo stretchy=\"false\">(</mml:mo><mml:mi>In</mml:mi><mml:mo>,</mml:mo><mml:mi>Ga</mml:mi><mml:mo stretchy=\"false\">)</mml:mo><mml:mrow><mml:mrow><mml:mi mathvariant=\"normal\">N</mml:mi></mml:mrow></mml:mrow></mml:math> through the correlated reduction of recombination rates","year":2023,"lang":"lv","type":"article","venue":"Physical Review Applied","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Office of Energy Efficiency; Natural Sciences and Engineering Research Council of Canada; Office of Energy Efficiency and Renewable Energy; U.S. Department of Energy","keywords":"Indium; Physics; Diffusion; Radiative transfer; Diode; Materials science; Analytical Chemistry (journal); Optoelectronics; Optics; Thermodynamics; Chemistry","score_opus":0.015162333168905305,"score_gpt":0.25397913438795294,"score_spread":0.23881680121904764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390412674","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":[0.94003415,0.0026593457,0.00025847318,0.0009383434,0.0022037718,0.0002089414,0.0005406577,0.00026728332,0.052889023],"genre_scores_gemma":[0.98632985,0.004326989,0.00044153686,0.0007616116,0.0019302375,0.0022758679,0.003063329,0.0007846114,0.000085942745],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9883134,0.00083078153,0.0031283167,0.0024571938,0.0025796548,0.0026906594],"domain_scores_gemma":[0.9911963,0.0018739795,0.0034825879,0.0022277604,0.00026141157,0.0009580036],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0027741517,0.0013340134,0.0008281138,0.00050570647,0.0015160075,0.0013218502,0.0023676043,0.0018908388,0.039813],"category_scores_gemma":[0.001125228,0.0021133474,0.0021823086,0.0024931266,0.0012716339,0.0015323797,0.0017597465,0.0021776084,0.0018959922],"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":[0.0017793765,0.0012893387,0.000022518732,0.0039060311,0.0014420748,0.0002654098,0.0026566104,0.0021406794,0.034716092,0.89338875,0.052633416,0.0057597226],"study_design_scores_gemma":[0.0033187913,0.0015188884,0.00013059043,0.005065801,0.0022937928,0.00022963682,0.0028822783,0.04405157,0.9298469,0.005881072,0.0026509825,0.0021297326],"about_ca_topic_score_codex":0.0036508492,"about_ca_topic_score_gemma":0.00043932052,"teacher_disagreement_score":0.89513075,"about_ca_system_score_codex":0.00003647253,"about_ca_system_score_gemma":0.0014702114,"threshold_uncertainty_score":0.9999411},"labels":[],"label_agreement":null},{"id":"W4390783502","doi":"10.15251/jor.2023.196.763","title":"Colossal permittivity, impedance analysis and electric properties in AlGaN/GaN HEMTs","year":2023,"lang":"en","type":"article","venue":"Journal of Ovonic Research","topic":"GaN-based semiconductor devices and materials","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":"Transport Canada","funders":"King Khalid University","keywords":"Materials science; Dielectric spectroscopy; Optoelectronics; Permittivity; Gallium nitride; Dielectric; Relaxation (psychology); Electrical impedance; Condensed matter physics; Chemistry; Electrical engineering; Nanotechnology","score_opus":0.07852911370570861,"score_gpt":0.375917851725697,"score_spread":0.29738873801998844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390783502","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":[0.99879354,0.00035222253,0.000007812088,0.00034157303,0.00006540559,0.00011929513,0.000004399336,0.000005616834,0.00031015772],"genre_scores_gemma":[0.99923086,0.00013207858,0.000016035918,0.000007454311,0.00020427142,0.000008364157,0.0000020664656,0.000011793601,0.00038710108],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99825567,0.00028108835,0.00038371573,0.00016360437,0.00047970488,0.00043624314],"domain_scores_gemma":[0.9991629,0.00018818628,0.00014511151,0.00014432031,0.00024947312,0.00011001774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002525119,0.00009728915,0.00036347946,0.0009247797,0.00010180774,0.000145356,0.0002276027,0.00003844816,0.00012507295],"category_scores_gemma":[0.00005740383,0.00007271763,0.000115744944,0.0019096732,0.000052018255,0.00019755069,0.00007624517,0.00041413354,0.000017282648],"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":[0.00011230006,0.00015263779,0.35043612,0.00006326941,0.00041304572,0.00006335045,0.000704086,0.00011178429,0.6388267,0.00028637992,0.0005881365,0.008242188],"study_design_scores_gemma":[0.0023550782,0.0009071454,0.67764974,0.00021780565,0.00024371654,0.000025973348,0.003149354,0.0052210647,0.30405253,0.0039408132,0.001798929,0.00043784385],"about_ca_topic_score_codex":0.00044659938,"about_ca_topic_score_gemma":0.000049083534,"teacher_disagreement_score":0.33477417,"about_ca_system_score_codex":0.000053017462,"about_ca_system_score_gemma":0.00027681916,"threshold_uncertainty_score":0.29653388},"labels":[],"label_agreement":null},{"id":"W4390961361","doi":"10.3390/opt5010002","title":"Degree of Polarization of Cathodoluminescence from a (100) GaAs Substrate with SiN Stripes","year":2024,"lang":"en","type":"article","venue":"Optics","topic":"GaN-based semiconductor devices and materials","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":"McMaster University","funders":"","keywords":"Cathodoluminescence; Polarization (electrochemistry); Finite element method; Degree of polarization; Photoluminescence; Materials science; Substrate (aquarium); Degree (music); Optics; Condensed matter physics; Physics; Molecular physics; Chemistry; Geology; Luminescence; Acoustics","score_opus":0.03303988319287487,"score_gpt":0.2583388420069888,"score_spread":0.22529895881411394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390961361","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":[0.9959042,0.00010725159,0.0027650131,0.000018343837,0.00013537957,0.00007980049,0.0003372434,0.000012280444,0.0006404629],"genre_scores_gemma":[0.99469703,0.0000033986587,0.004965399,0.0000036445479,0.00009366362,0.000002252299,0.00009608228,0.000012653752,0.0001258657],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994818,0.000017871538,0.00019028262,0.00012571279,0.00009174543,0.00009257728],"domain_scores_gemma":[0.9996044,0.000059493414,0.000092802926,0.0001415099,0.00007416331,0.0000276207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005903039,0.00008752738,0.00016025425,0.000030690113,0.000014099589,0.00003580043,0.000080548365,0.000026218218,0.0001349992],"category_scores_gemma":[0.0000034024074,0.00007058875,0.000031943557,0.00012015632,0.00004026346,0.00008294156,0.000011986721,0.0000433289,0.000004329963],"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":[0.000018780405,0.000055809687,0.024728848,0.00011304642,0.000072025396,0.000002192843,0.00037818484,0.00009583328,0.9652144,0.008041945,0.000026538892,0.0012524134],"study_design_scores_gemma":[0.00025404806,0.00010619842,0.00811235,0.0003072442,0.00013800408,4.746452e-7,0.0004535978,0.001052246,0.9878967,0.0013470786,0.00017190982,0.00016018181],"about_ca_topic_score_codex":0.0010807347,"about_ca_topic_score_gemma":0.00001949449,"teacher_disagreement_score":0.022682285,"about_ca_system_score_codex":0.0000044040626,"about_ca_system_score_gemma":0.000074678355,"threshold_uncertainty_score":0.28785256},"labels":[],"label_agreement":null},{"id":"W4391528777","doi":"10.1109/powermems59329.2023.10417472","title":"Characterizing the Electrical Properties of (002)-Orientated Aluminum-Nitride Films Synthesized Directly on Single Crystal (100) Si by Reactive Sputtering","year":2023,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalsa Corporation; Institut interdisciplinaire d'innovation technologique","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Capacitance; Dielectric; Sputtering; Materials science; Analytical Chemistry (journal); Electrode; Physics; Optoelectronics; Thin film; Chemistry; Nanotechnology; Organic chemistry; Quantum mechanics","score_opus":0.02433974520316934,"score_gpt":0.2326713325975426,"score_spread":0.20833158739437327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391528777","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":[0.99696034,0.000016944194,0.000017286118,0.00019408639,0.0002036788,0.00034108368,0.00010344422,0.00012210655,0.0020410067],"genre_scores_gemma":[0.9987045,0.0000035605128,0.00002769861,0.00012095279,0.000129203,0.00006356436,0.000081141494,0.00003811624,0.0008312972],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986279,0.00010299333,0.0003621637,0.00030260958,0.00021514943,0.00038915686],"domain_scores_gemma":[0.999239,0.00017982171,0.00019966003,0.0002515888,0.00006782358,0.000062084146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020795116,0.00022682834,0.00035280635,0.00007682365,0.00013561508,0.00009455662,0.00020375784,0.00004416136,0.000445413],"category_scores_gemma":[0.00003070439,0.00014697363,0.000119437005,0.00028948416,0.00006177925,0.00014565766,0.000062687206,0.00013074696,0.00006557756],"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":[0.0001108684,0.00011406088,0.00024541368,0.00001736733,0.00009390383,0.0000014736454,0.00049948803,0.0000034462537,0.9969442,0.000105354,0.00089127105,0.0009731381],"study_design_scores_gemma":[0.0003113287,0.000113888535,0.00021004496,0.000083039726,0.000033623954,6.811089e-7,0.0010143373,0.0002156538,0.9952585,0.000032152624,0.002537144,0.00018959923],"about_ca_topic_score_codex":0.00084583537,"about_ca_topic_score_gemma":0.0000017153654,"teacher_disagreement_score":0.0017441025,"about_ca_system_score_codex":0.000027523849,"about_ca_system_score_gemma":0.000035164005,"threshold_uncertainty_score":0.5993411},"labels":[],"label_agreement":null},{"id":"W4391630029","doi":"","title":"[Invited] Nouvelles voies technologiques pour la mesure de la température et l’amélioration de la dissipation thermique des HEMTs GaN","year":2018,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"GaN-based semiconductor devices and materials","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Physics; Materials science","score_opus":0.010002295624725106,"score_gpt":0.2556578622864718,"score_spread":0.2456555666617467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391630029","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":[0.9151071,0.001649867,0.04884647,0.01721885,0.00014752487,0.00036692456,0.00019193647,0.0002465447,0.016224837],"genre_scores_gemma":[0.97430444,0.00079090433,0.020104483,0.00023984534,0.00013585149,0.000069623784,0.0003338432,0.0000646952,0.003956345],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.98632467,0.0120748915,0.00043127083,0.0005008277,0.00020222833,0.00046610087],"domain_scores_gemma":[0.99536645,0.002093865,0.00045732417,0.0008579287,0.0010608496,0.00016356804],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0069662477,0.00037913476,0.00033014643,0.00014852527,0.00053756434,0.0009411127,0.0006161977,0.00057655614,0.00018482136],"category_scores_gemma":[0.0006953772,0.00037645714,0.00015779541,0.00041213707,0.0010454222,0.0004173256,0.00018175624,0.00054741383,0.000035569534],"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":[0.000036674868,0.0010869298,0.029434502,0.00022263655,0.00015144696,0.000007603933,0.0325529,0.000044060715,0.67379117,0.21811168,0.006045742,0.038514655],"study_design_scores_gemma":[0.0006071743,0.0000039887914,0.017090512,0.0019327344,0.000100672754,0.00002175087,0.002137493,0.001932757,0.8448182,0.030739665,0.10010617,0.00050889055],"about_ca_topic_score_codex":0.0021616386,"about_ca_topic_score_gemma":0.0015535163,"teacher_disagreement_score":0.18737201,"about_ca_system_score_codex":0.00013974287,"about_ca_system_score_gemma":0.00043239558,"threshold_uncertainty_score":0.99986875},"labels":[],"label_agreement":null},{"id":"W4391965243","doi":"10.1364/ol.519723","title":"Improvement of light extraction efficiency in AlGaInP-based vertical miniaturized-light-emitting diodes via surface texturing","year":2024,"lang":"en","type":"article","venue":"Optics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"University of Waterloo","funders":"Fundamental Research Funds for the Central Universities; National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Light-emitting diode; Etching (microfabrication); Optoelectronics; Materials science; Quantum efficiency; Diode; Porosity; Extraction (chemistry); Optics; Chemistry; Composite material; Layer (electronics)","score_opus":0.007820243863246853,"score_gpt":0.24235538118371866,"score_spread":0.23453513732047182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391965243","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":[0.9946068,0.00006840851,0.0029628,0.0011673514,0.0006425612,0.00020179743,0.000016639788,0.000031962965,0.00030171365],"genre_scores_gemma":[0.9976722,0.0000012351767,0.0019049584,0.0001528147,0.00018610344,0.0000108857985,0.000025393598,0.000027065369,0.000019347903],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987343,0.000029759323,0.0004186925,0.00030900398,0.00018635436,0.00032188307],"domain_scores_gemma":[0.999538,0.00011093602,0.00006871327,0.00019899248,0.000024127452,0.000059197908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025660035,0.00018771425,0.00023631922,0.00008769882,0.000045467204,0.00010164374,0.00012798725,0.00004915883,0.000090093694],"category_scores_gemma":[0.000005874363,0.00016987471,0.0001110564,0.00015677373,0.000026647676,0.00012612404,0.000031553285,0.00017381008,0.000015189481],"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":[0.0000142275,0.000090925285,0.0008765292,0.00014313303,0.000030805295,0.00000949312,0.00019191534,0.0010935771,0.996426,0.00028199513,0.000068676716,0.0007727356],"study_design_scores_gemma":[0.00036937266,0.000045013385,0.00019854252,0.00020433108,0.000042863627,4.5073932e-7,0.000095448595,0.009430752,0.98878664,0.000045272416,0.0005816951,0.0001995948],"about_ca_topic_score_codex":0.00015101625,"about_ca_topic_score_gemma":0.0000028615614,"teacher_disagreement_score":0.008337175,"about_ca_system_score_codex":0.000054222528,"about_ca_system_score_gemma":0.000041088308,"threshold_uncertainty_score":0.69272894},"labels":[],"label_agreement":null},{"id":"W4392903253","doi":"10.1109/tie.2024.3368100","title":"Comprehensive Study and Performance Evaluation of an Interleaved GaN-Based PFC With Magnetic Component Size Reduction","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":5,"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 Manitoba","funders":"Mitacs","keywords":"Component (thermodynamics); Reduction (mathematics); Materials science; Electronic engineering; Optoelectronics; Computer science; Mathematics; Engineering; Physics; Thermodynamics","score_opus":0.037211654396866585,"score_gpt":0.27801676641715106,"score_spread":0.24080511202028448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392903253","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":[0.9970466,0.00008762208,0.0010900609,0.00003684892,0.00060734246,0.0009792134,0.00004878451,0.00004759967,0.0000559666],"genre_scores_gemma":[0.99961674,0.0000055667647,0.000032088352,0.0000067872643,0.00015244904,0.00010821595,0.000019147055,0.000028310651,0.000030692547],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985736,0.00022061398,0.00031068685,0.00033184944,0.00034122608,0.00022201391],"domain_scores_gemma":[0.9993733,0.00008496423,0.000088873996,0.00021890781,0.0001678236,0.00006612945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027353852,0.0002067241,0.0002508473,0.0001213373,0.00011704915,0.00008423333,0.00008344503,0.00006931615,0.00032920283],"category_scores_gemma":[8.8978555e-7,0.00018041677,0.000050062397,0.00023530834,0.000061736544,0.00017802528,5.2961656e-7,0.00035286232,0.0000038588587],"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":[0.0026881276,0.0024473437,0.00021779005,0.00012462374,0.00066375703,0.0000023706646,0.001657926,0.10259553,0.3907872,0.00007811467,0.000043374035,0.49869382],"study_design_scores_gemma":[0.008874574,0.014151824,0.0006160759,0.0003376759,0.0015673375,0.000010398921,0.0029890104,0.110131145,0.86013526,0.00011393703,0.00046125054,0.0006115138],"about_ca_topic_score_codex":0.0002215861,"about_ca_topic_score_gemma":0.00002399067,"teacher_disagreement_score":0.4980823,"about_ca_system_score_codex":0.0001062066,"about_ca_system_score_gemma":0.00038070188,"threshold_uncertainty_score":0.73571825},"labels":[],"label_agreement":null},{"id":"W4393128287","doi":"10.1088/1361-6528/ad3741","title":"Circumventing the ammonia-related growth suppression for obtaining regular GaN nanowires by HVPE","year":2024,"lang":"en","type":"article","venue":"Nanotechnology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"European Research Council; Engineering and Physical Sciences Research Council; Horizon 2020 Framework Programme; LabEx GANEX; H2020 European Research Council; Saint Petersburg State University; Agence Nationale de la Recherche; Natural Sciences and Engineering Research Council of Canada; European Commission","keywords":"Materials science; Nanowire; Sapphire; Vapor phase; Nanocrystal; Ammonia; Growth rate; Epitaxy; Hydride; Phase (matter); Chemical vapor deposition; Optoelectronics; Chemical engineering; Template; Nanotechnology; Chemical physics; Thermodynamics; Optics; Layer (electronics)","score_opus":0.008484679899709956,"score_gpt":0.24303853497716285,"score_spread":0.23455385507745288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393128287","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":[0.9927775,0.0009931184,0.0016086549,0.002440342,0.0010629006,0.00041509033,0.00009157909,0.00035984488,0.00025096894],"genre_scores_gemma":[0.9987653,0.00000874172,0.00017649842,0.0000549723,0.00014834909,0.00012705413,0.00010813621,0.0000451375,0.0005658502],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99877113,0.000045206354,0.0003088335,0.00037690115,0.00009493004,0.00040297033],"domain_scores_gemma":[0.9993695,0.0001522031,0.0001038079,0.00029542635,0.000047505677,0.00003156038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027740956,0.00018909202,0.00023190015,0.00009313805,0.00025257998,0.00011463767,0.00033608335,0.00021255155,0.00017600086],"category_scores_gemma":[0.000025385894,0.00013453205,0.00013389111,0.00022104308,0.000105091254,0.0001025035,0.00007275642,0.00023452405,0.00003183848],"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":[0.0000076094093,0.000023730348,0.00032985394,0.00006057664,0.000097032236,0.0000029801265,0.00016469091,0.0000048312236,0.9228593,0.055459768,0.006096473,0.014893121],"study_design_scores_gemma":[0.0003597961,0.000062768704,0.000009677799,0.00013666942,0.00006959272,0.0000045184033,0.00045230606,0.00066748715,0.8728518,0.040279083,0.08489974,0.0002065555],"about_ca_topic_score_codex":0.00014268185,"about_ca_topic_score_gemma":0.0000021960727,"teacher_disagreement_score":0.07880327,"about_ca_system_score_codex":0.000021362399,"about_ca_system_score_gemma":0.00004501987,"threshold_uncertainty_score":0.5486058},"labels":[],"label_agreement":null},{"id":"W4393159782","doi":"10.1063/5.0189744","title":"Single-event burnout in homojunction GaN vertical PiN diodes with hybrid edge termination design","year":2024,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":17,"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":"Basic Energy Sciences; Office of Naval Research; Vanderbilt Institute of Nanoscale Science and Engineering, Vanderbilt University; Air Force Research Laboratory; Advanced Research Projects Agency; Advanced Research Projects Agency - Energy; National Nuclear Security Administration; Innovation, Science and Economic Development Canada; Vanderbilt University; Sandia National Laboratories; U.S. Department of Energy","keywords":"Homojunction; Materials science; Optoelectronics; Anode; Electric field; Diode; Irradiation; Ion; Doping; Electrode; Chemistry; Physics","score_opus":0.014673162231690495,"score_gpt":0.22429017170728852,"score_spread":0.20961700947559803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393159782","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":[0.90761244,0.000014183028,0.09065193,0.0002667667,0.00025021748,0.00033024934,0.000014187683,0.00006567987,0.0007943602],"genre_scores_gemma":[0.9985328,6.096182e-7,0.00029093635,0.0003117734,0.00057593954,0.00011475862,0.000115194314,0.000041230756,0.000016761822],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989553,0.000037619193,0.00020806868,0.000349401,0.00016671722,0.00028289805],"domain_scores_gemma":[0.9996427,0.000068331,0.000038406077,0.00018244465,0.000014918077,0.000053163647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000112871254,0.00021465456,0.00020526575,0.00006135513,0.000054980344,0.00017409632,0.00010043739,0.000022933182,0.000052917014],"category_scores_gemma":[6.476791e-7,0.0001859787,0.000057377787,0.00017095548,0.000054639197,0.00017394767,0.000017350552,0.00015245352,0.00006593504],"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":[0.000040933177,0.00013189476,0.00019985194,0.000050565544,0.000050178427,0.000010068327,0.00028406281,0.0015409419,0.97237825,0.006353306,0.0006990376,0.018260885],"study_design_scores_gemma":[0.00063916034,0.00007318421,0.00048460026,0.0001571007,0.00008499786,0.0000019173056,0.00012844916,0.0011397309,0.99303097,0.0022872514,0.0015585482,0.00041408074],"about_ca_topic_score_codex":0.00005922162,"about_ca_topic_score_gemma":0.0000012343646,"teacher_disagreement_score":0.090920374,"about_ca_system_score_codex":0.000072562194,"about_ca_system_score_gemma":0.00003548778,"threshold_uncertainty_score":0.7583991},"labels":[],"label_agreement":null},{"id":"W4393269523","doi":"10.1007/s12200-024-00111-9","title":"Efficiency improvement by using metal–insulator-semiconductor structure in InGaN/GaN micro-light-emitting diodes","year":2024,"lang":"en","type":"article","venue":"Frontiers of Optoelectronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":9,"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 Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Materials science; Optoelectronics; Electroluminescence; Light-emitting diode; Quantum efficiency; Insulator (electricity); Diode; Fabrication; Electrode; Anode; Cathode; Semiconductor; Layer (electronics); Nanotechnology; Electrical engineering","score_opus":0.006408132327043922,"score_gpt":0.2361995558533044,"score_spread":0.22979142352626047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393269523","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":[0.98720646,0.009443759,0.0013626677,0.000059260165,0.0011577244,0.00035169953,0.00028728886,0.000042089938,0.00008902946],"genre_scores_gemma":[0.99748194,0.000024661289,0.0019784784,0.000026634545,0.00019592015,0.000009506481,0.000136623,0.0000633132,0.00008291748],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99784595,0.000050488426,0.0006318616,0.00053980236,0.00023296234,0.00069891027],"domain_scores_gemma":[0.9992908,0.000024632664,0.0002234147,0.00031122542,0.000059539674,0.00009038452],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026981888,0.00036304246,0.00054429105,0.00020016823,0.0000912761,0.00016996896,0.00034235424,0.000118879165,0.000104737264],"category_scores_gemma":[0.000008244868,0.0003375488,0.00017773591,0.00038072825,0.000055722907,0.00036013752,0.00006309493,0.00035787947,0.000002140099],"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":[0.000012174136,0.00006258595,0.0022287031,0.00009198614,0.00015025504,0.0000014420019,0.00043376366,0.00014673332,0.9933651,0.00061529473,0.0012524985,0.0016394634],"study_design_scores_gemma":[0.00041752795,0.00010386119,0.000015517779,0.00009455562,0.000106972526,0.0000014506705,0.0008061408,0.003665834,0.98771405,0.0008744599,0.0058270073,0.0003726083],"about_ca_topic_score_codex":0.00031860848,"about_ca_topic_score_gemma":0.000005019534,"teacher_disagreement_score":0.0102754645,"about_ca_system_score_codex":0.00022580853,"about_ca_system_score_gemma":0.00028714797,"threshold_uncertainty_score":0.9999077},"labels":[],"label_agreement":null},{"id":"W4394753201","doi":"10.1007/s12200-024-00114-6","title":"Correction: Efficiency improvement by using metal–insulator-semiconductor structure in InGaN/GaN micro-light-emitting diodes","year":2024,"lang":"en","type":"erratum","venue":"Frontiers of Optoelectronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Optoelectronics; Materials science; Semiconductor; Light-emitting diode; Diode; Insulator (electricity); Gallium nitride; Wide-bandgap semiconductor; Nanotechnology","score_opus":0.0062128834851758645,"score_gpt":0.2332895536349478,"score_spread":0.22707667014977193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394753201","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":[0.8753142,0.036595825,0.0005172181,0.000080666396,0.08358423,0.0010181057,0.0014990548,0.00008933163,0.0013014083],"genre_scores_gemma":[0.96934897,0.00027927486,0.0013359213,0.000073046715,0.0032523668,0.0000484743,0.0031657852,0.00038153274,0.022114621],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9960308,0.0000950129,0.0012209106,0.0010759974,0.00047061907,0.001106661],"domain_scores_gemma":[0.99808717,0.000028821265,0.0009452879,0.000628971,0.00016461764,0.00014510886],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033873902,0.00090426975,0.0014337737,0.0004251219,0.00016313477,0.00027053096,0.00068568345,0.0005878298,0.00018412566],"category_scores_gemma":[0.000020469613,0.0008849721,0.00042419494,0.0005775378,0.00009709265,0.00030438014,0.00015532346,0.0018000645,0.0000047259714],"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":[0.00001829303,0.000091422764,0.0002865494,0.00024046784,0.00036582458,0.0000022133274,0.00031581955,0.00008462789,0.58005154,0.000059528655,0.41776016,0.00072355394],"study_design_scores_gemma":[0.00078004866,0.0002974862,0.000007259666,0.00071150827,0.0007050975,0.0000056736494,0.0014639902,0.0042618425,0.73733735,0.0006870499,0.25235415,0.0013885476],"about_ca_topic_score_codex":0.0007722794,"about_ca_topic_score_gemma":0.000025561361,"teacher_disagreement_score":0.165406,"about_ca_system_score_codex":0.00065866817,"about_ca_system_score_gemma":0.0010791294,"threshold_uncertainty_score":0.9993601},"labels":[],"label_agreement":null},{"id":"W4394901498","doi":"","title":"Study and contribution to the optimization of switching of HEMT GaN","year":2020,"lang":"fr","type":"preprint","venue":"theses.fr (ABES)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"High-electron-mobility transistor; Materials science; Optoelectronics; Computer science; Electrical engineering; Engineering; Transistor; Voltage","score_opus":0.02770107308526347,"score_gpt":0.274072997806233,"score_spread":0.24637192472096953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394901498","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":[0.9815904,0.00021494008,0.013626547,0.00104847,0.0006098424,0.0018649242,0.0003744643,0.000018082897,0.00065233896],"genre_scores_gemma":[0.9987902,0.00003985163,0.00043800476,0.000066606495,0.00043011134,0.00006537688,0.000118171556,0.00003778984,0.000013899023],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978815,0.00034861025,0.00076452683,0.0004638172,0.00026782902,0.00027375683],"domain_scores_gemma":[0.998169,0.00020133676,0.0007121889,0.0005357981,0.0002534894,0.00012816953],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006691587,0.00035462252,0.000832351,0.000057531925,0.00011614659,0.000096002375,0.00039599562,0.000112319874,0.00019517906],"category_scores_gemma":[0.00006640652,0.00027735578,0.0001446957,0.00016331254,0.000050535757,0.0000926142,0.0004077658,0.0002702902,0.000020722913],"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":[0.00048178583,0.001813768,0.03572037,0.0011044863,0.001953236,0.0000067988053,0.06393748,0.20885187,0.52160984,0.1574843,0.00008677765,0.0069492916],"study_design_scores_gemma":[0.007527648,0.0028612488,0.024298824,0.0037312096,0.0042232564,0.0000074787586,0.11049534,0.021887988,0.7881247,0.011015372,0.023125114,0.0027018585],"about_ca_topic_score_codex":0.0044166967,"about_ca_topic_score_gemma":0.000054999917,"teacher_disagreement_score":0.2665148,"about_ca_system_score_codex":0.000039280836,"about_ca_system_score_gemma":0.00010587149,"threshold_uncertainty_score":0.9999679},"labels":[],"label_agreement":null},{"id":"W4394994658","doi":"10.1109/jeds.2024.3392174","title":"A Comparative Study on the Effects of Planarity of Access Region on the Low-Frequency Noise Performance of InAlN/GaN HFETs","year":2024,"lang":"en","type":"article","venue":"IEEE Journal of the Electron Devices Society","topic":"GaN-based semiconductor devices and materials","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":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Optoelectronics; Planarity testing; Noise (video); Gallium nitride; Wide-bandgap semiconductor; Electronic engineering; Nanotechnology; Computer science; Engineering; Mathematics","score_opus":0.02871625067804712,"score_gpt":0.2960434492003935,"score_spread":0.2673271985223464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394994658","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":[0.99797654,0.00029905836,0.000009201578,0.0005199575,0.00049385783,0.0005064798,0.0000129179625,0.0000042085862,0.00017779077],"genre_scores_gemma":[0.99956274,0.00003723539,0.0000034447103,0.00011358691,0.00023670454,0.000009932451,7.582256e-7,0.000012990149,0.000022584058],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983519,0.00034487902,0.00053998834,0.00013888984,0.0004222956,0.00020205158],"domain_scores_gemma":[0.99772894,0.00072947284,0.0009910659,0.0003369883,0.00018217559,0.000031379168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007382002,0.00019816576,0.00046469708,0.00003463301,0.00012357716,0.000056040575,0.0008487364,0.00004168435,0.000019137547],"category_scores_gemma":[0.000010269743,0.000089493034,0.0004130068,0.0002861686,0.00012232197,0.0001864095,0.000038417627,0.0004944914,0.0000012988986],"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":[0.00058144063,0.0018975234,0.077956386,0.0016289154,0.003176203,0.000003904378,0.02380885,0.0008034848,0.8800749,0.0031829344,0.006570762,0.00031465178],"study_design_scores_gemma":[0.00049446785,0.0016160952,0.02348961,0.0012727396,0.0002846073,0.0000032839448,0.0019486346,0.00018870083,0.96987593,0.00064620195,0.00006048802,0.00011925713],"about_ca_topic_score_codex":0.00011577335,"about_ca_topic_score_gemma":0.000011849696,"teacher_disagreement_score":0.08980097,"about_ca_system_score_codex":0.000047152753,"about_ca_system_score_gemma":0.00017401646,"threshold_uncertainty_score":0.364942},"labels":[],"label_agreement":null},{"id":"W4396566380","doi":"10.1109/tpel.2024.3395126","title":"A 400 V Dual-Phase Series-Capacitor Buck Converter GaN IC With Integrated Closed-Loop Control","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":9,"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":"Capacitor; Dual (grammatical number); Dual loop; Series (stratigraphy); Loop (graph theory); Control theory (sociology); Phase-locked loop; Buck converter; Phase (matter); Three-phase; Materials science; Topology (electrical circuits); Electrical engineering; Electronic engineering; Control (management); Physics; Engineering; Computer science; Voltage; Mathematics","score_opus":0.006840579130367023,"score_gpt":0.2377790768828115,"score_spread":0.23093849775244446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396566380","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":[0.56776994,0.0003211975,0.42621067,0.00055370043,0.002034882,0.00076060276,0.0010575498,0.00037390212,0.00091756374],"genre_scores_gemma":[0.99707824,0.000019636294,0.00005151727,0.00024144628,0.00013425737,0.00014274185,0.000059845774,0.000094621144,0.002177701],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981484,0.00008682592,0.00036611615,0.00051635556,0.00022999746,0.00065229664],"domain_scores_gemma":[0.9992023,0.00007375724,0.00007556589,0.00036853692,0.00011480401,0.00016502732],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013489358,0.00043114144,0.0004106771,0.0001614326,0.00017721804,0.00027088943,0.00015295137,0.00011438075,0.0034312762],"category_scores_gemma":[5.695834e-7,0.0003419152,0.00020938892,0.00035649395,0.00009448873,0.00036312354,6.3235024e-7,0.000624517,0.00024536398],"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":[0.0026440234,0.0020339012,0.00003149095,0.00019179964,0.0033595092,0.00010365233,0.0017028041,0.00061511114,0.94315296,0.013859031,0.0051770145,0.027128724],"study_design_scores_gemma":[0.006971876,0.003958569,0.0000056222125,0.00028826052,0.000809386,0.00007256012,0.0007268607,0.0045908378,0.84815055,0.00083125656,0.13234277,0.0012514434],"about_ca_topic_score_codex":0.00014517242,"about_ca_topic_score_gemma":0.00006060367,"teacher_disagreement_score":0.4293083,"about_ca_system_score_codex":0.00013034946,"about_ca_system_score_gemma":0.00046956734,"threshold_uncertainty_score":0.99990326},"labels":[],"label_agreement":null},{"id":"W4398188504","doi":"10.1039/d4cp00426d","title":"A combined AIMD and DFT study of the low-energy radiation responses of GaN","year":2024,"lang":"en","type":"article","venue":"Physical Chemistry Chemical Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":6,"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":"Anhui Provincial Department of Education; Chengdu Normal University","keywords":"Materials science; Radiation; Optoelectronics; Physics; Optics","score_opus":0.009418546685087075,"score_gpt":0.24502660500726964,"score_spread":0.23560805832218257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398188504","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":[0.99896663,0.000031035775,0.000026140811,0.000038718033,0.00005925369,0.00011570297,0.00009587983,0.00002381822,0.0006428148],"genre_scores_gemma":[0.9993464,0.0000010707469,0.0000043836444,0.000010689741,0.00047684403,0.00002122026,0.00003356396,0.000023159822,0.00008268014],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99903756,0.000035404002,0.0002691212,0.00028199775,0.00021477434,0.0001611298],"domain_scores_gemma":[0.99924463,0.00018563139,0.00013166526,0.00031791022,0.00005658726,0.00006356674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000047846894,0.0001911565,0.00034192606,0.000007440776,0.000033110853,0.000031649568,0.00020076412,0.00003647804,0.000032307627],"category_scores_gemma":[0.000010582281,0.00014290873,0.00014430007,0.00020304557,0.00013356553,0.00007771679,0.00009550152,0.000141536,0.0000011377774],"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":[0.000050767263,0.00077041413,0.0005242159,0.00023001822,0.00009882817,3.301059e-7,0.00045212865,0.000015390577,0.9948713,0.0016981978,0.000111268346,0.0011771173],"study_design_scores_gemma":[0.00047274565,0.00004102635,0.00015710741,0.00007764687,0.00009763414,1.5948156e-7,0.00020533236,0.0007822396,0.9887485,0.009200973,0.00007541256,0.00014121683],"about_ca_topic_score_codex":0.000102280006,"about_ca_topic_score_gemma":1.0456985e-7,"teacher_disagreement_score":0.0075027756,"about_ca_system_score_codex":0.00001508092,"about_ca_system_score_gemma":0.000053254604,"threshold_uncertainty_score":0.5827649},"labels":[],"label_agreement":null},{"id":"W4398763306","doi":"10.1088/1361-6641/ad5041","title":"Investigation of the forward gate leakage current in pGaN/AlGaN/GaN HEMTs through TCAD simulations","year":2024,"lang":"en","type":"article","venue":"Semiconductor Science and Technology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McMaster University","funders":"","keywords":"Optoelectronics; Materials science; Leakage (economics); High-electron-mobility transistor; Engineering physics; Transistor; Electrical engineering; Physics; Engineering; Voltage","score_opus":0.023312700625544275,"score_gpt":0.28377388117211527,"score_spread":0.26046118054657097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398763306","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":[0.9969816,0.000573102,0.00002575009,0.0011369307,0.00072778104,0.00024620394,0.00005222489,0.000056197467,0.00020021162],"genre_scores_gemma":[0.99976224,0.0000146341135,0.000069899084,0.00003548542,0.00005685373,0.000014072753,0.0000071910335,0.000009973604,0.000029672878],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988432,0.000022037835,0.00028802428,0.0003767184,0.00018822015,0.0002818224],"domain_scores_gemma":[0.99940675,0.00004174293,0.000095137475,0.00030878186,0.00010942514,0.000038169404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002541413,0.00013782333,0.00018462793,0.00027283182,0.00013710154,0.00007432764,0.0003757127,0.000064800064,0.00005366069],"category_scores_gemma":[0.000035398516,0.00009900433,0.000034566197,0.0016363128,0.0012318018,0.00045039438,0.0001340707,0.0002181961,0.000006650269],"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":[7.647725e-7,0.000009820532,0.022127977,0.000039848448,0.0000062171775,3.5202805e-7,0.0005506997,0.000013659743,0.91565853,0.05927279,0.000056920268,0.002262409],"study_design_scores_gemma":[0.0001783905,0.000026402564,0.0011444171,0.00017792261,0.000019402627,0.0000023746238,0.00073557784,0.00081225845,0.90629333,0.087897316,0.0025578467,0.00015478596],"about_ca_topic_score_codex":0.00020631765,"about_ca_topic_score_gemma":0.000034216082,"teacher_disagreement_score":0.028624527,"about_ca_system_score_codex":0.00003837076,"about_ca_system_score_gemma":0.00030800028,"threshold_uncertainty_score":0.45386252},"labels":[],"label_agreement":null},{"id":"W4399202505","doi":"10.1021/acs.cgd.4c00497","title":"Ga Desorption Kinetics in the Molecular Beam Epitaxy of AlGaN Nanowires for Ultrashort Wavelength Light-Emitting Diodes","year":2024,"lang":"en","type":"article","venue":"Crystal Growth & Design","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Canadian Light Source (Canada); McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Nanowire; Molecular beam epitaxy; Materials science; Electroluminescence; Optoelectronics; Desorption; Light-emitting diode; Diode; Epitaxy; Wavelength; Transmission electron microscopy; Semiconductor; Nanotechnology; Chemistry; Layer (electronics)","score_opus":0.01750366964137551,"score_gpt":0.24667956744655747,"score_spread":0.22917589780518197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399202505","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":[0.956162,0.0004267453,0.04205887,0.00010941718,0.00019924143,0.00066468195,0.000068827,0.000029745828,0.00028046744],"genre_scores_gemma":[0.997645,0.00000777747,0.0018409438,0.000039192062,0.00021656851,0.0001190302,0.00006305592,0.000037220954,0.000031206753],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987793,0.0001037581,0.00038575538,0.00027523408,0.00016292406,0.00029304973],"domain_scores_gemma":[0.99931616,0.0002912671,0.00009122239,0.00018942145,0.00007015895,0.000041759205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005148672,0.00019966534,0.00024708806,0.000086201544,0.000053448985,0.00012310939,0.00022547643,0.00005840807,0.000034696397],"category_scores_gemma":[0.000025069521,0.00014879875,0.0001464427,0.00018359194,0.00004181441,0.000118898955,0.000019929359,0.00009896023,0.0000031319307],"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":[0.000018761208,0.0000768747,0.00035329003,0.00019428853,0.00005221299,0.0000044034523,0.00088008045,0.000053494983,0.9830747,0.013642288,0.00022361938,0.0014259878],"study_design_scores_gemma":[0.0002588155,0.0001796103,0.00031402626,0.00019558138,0.00009387396,0.0000023666407,0.00068323227,0.000499533,0.98557806,0.0110903485,0.00088886777,0.00021569441],"about_ca_topic_score_codex":0.00006697196,"about_ca_topic_score_gemma":0.0000015674791,"teacher_disagreement_score":0.041483,"about_ca_system_score_codex":0.00001543401,"about_ca_system_score_gemma":0.00004947383,"threshold_uncertainty_score":0.6067837},"labels":[],"label_agreement":null},{"id":"W4399563346","doi":"10.1109/tia.2024.3413045","title":"A Comprehensive Analysis of GaN-HEMT-Based Class E Resonant Inverter Using Modified Resonant Gate Driver Circuit","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Ontario Tech University","funders":"","keywords":"High-electron-mobility transistor; Inverter; Gate driver; Resonant inverter; RLC circuit; Optoelectronics; Electrical engineering; Gallium nitride; Logic gate; Materials science; Electronic engineering; Engineering; Capacitor; Transistor; Voltage; Nanotechnology","score_opus":0.05228654987700538,"score_gpt":0.295713189844252,"score_spread":0.24342663996724662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399563346","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":[0.44309643,0.000041928182,0.55384046,0.00015175754,0.00019743286,0.00050773524,0.0016701618,0.00008678033,0.0004073233],"genre_scores_gemma":[0.9988354,0.000003312568,0.00020540584,0.000121633486,0.00009874162,0.0003421934,0.000105698695,0.000037442933,0.0002502163],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99839675,0.000073185394,0.0005083993,0.0004991878,0.00023358493,0.00028890173],"domain_scores_gemma":[0.99883157,0.00015857612,0.00014117488,0.00057851104,0.00015232204,0.0001378256],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009233902,0.00026131488,0.0004168178,0.0005011616,0.00022190927,0.000088467066,0.0002187179,0.0002253767,0.001156799],"category_scores_gemma":[3.740017e-7,0.00025053177,0.00035929598,0.0014498548,0.00012909312,0.00012127406,0.000001982944,0.0005204188,0.000037353264],"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":[0.000061459476,0.0008669214,0.0003812618,0.0002178485,0.0033069274,0.0000054537854,0.00066317513,0.28622296,0.68197125,0.0058765253,0.0005236537,0.01990258],"study_design_scores_gemma":[0.0009414418,0.00007999548,0.00078293233,0.0002906915,0.0048259245,0.0000025024458,0.0009736309,0.5685956,0.4044965,0.0010777679,0.017099278,0.00083374116],"about_ca_topic_score_codex":0.0007300712,"about_ca_topic_score_gemma":0.000018693672,"teacher_disagreement_score":0.5557389,"about_ca_system_score_codex":0.000074235475,"about_ca_system_score_gemma":0.00022349869,"threshold_uncertainty_score":0.9999947},"labels":[],"label_agreement":null},{"id":"W4400449960","doi":"10.1109/ispsd59661.2024.10579609","title":"Physics-based Compact Model for Multi-channel AlGaN/GaN Schottky Barrier Diodes","year":2024,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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 Waterloo","funders":"","keywords":"Optoelectronics; Schottky barrier; Materials science; Schottky diode; Gallium nitride; Diode; Wide-bandgap semiconductor; Channel (broadcasting); Metal–semiconductor junction; Electronic engineering; Engineering physics; Computer science; Physics; Computer network; Nanotechnology; Engineering; Layer (electronics)","score_opus":0.05624561352412704,"score_gpt":0.31001491943643295,"score_spread":0.2537693059123059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400449960","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":[0.17033586,0.000117752585,0.8252743,0.00019582182,0.00064593676,0.0006223182,0.0011742145,0.00026150566,0.0013723136],"genre_scores_gemma":[0.99263984,7.6894423e-7,0.0033395474,0.00024908473,0.00051721244,0.000070872025,0.0002518389,0.000065783126,0.0028650546],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988251,0.000020380625,0.000255124,0.00039645476,0.00011947967,0.00038348825],"domain_scores_gemma":[0.9993795,0.00007500181,0.000049525042,0.00026977411,0.00007516813,0.00015102999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013543524,0.000275712,0.00030052272,0.00005295055,0.0001299497,0.00029111854,0.00017483314,0.000050021892,0.00057183014],"category_scores_gemma":[0.0000030579029,0.00022274462,0.00027842203,0.00008920517,0.000040187926,0.00023579286,0.0000150303895,0.00010211863,0.00009517731],"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":[0.00013677133,0.0007686219,0.0010818476,0.00085616036,0.000796114,0.000004697272,0.0014321848,0.10984035,0.76637024,0.09244992,0.021115435,0.005147637],"study_design_scores_gemma":[0.00062943506,0.000028738714,0.00001683797,0.000058911744,0.000060084374,1.0224756e-7,0.000094671355,0.8088509,0.18195507,0.0060967817,0.0019289886,0.00027949433],"about_ca_topic_score_codex":0.00025454361,"about_ca_topic_score_gemma":0.000008549638,"teacher_disagreement_score":0.82230395,"about_ca_system_score_codex":0.000023102617,"about_ca_system_score_gemma":0.0001477353,"threshold_uncertainty_score":0.9083262},"labels":[],"label_agreement":null},{"id":"W4400576843","doi":"10.1016/j.microrel.2024.115442","title":"Analyzing false turn-on events with varying gate drive parameters in high voltage GaN devices","year":2024,"lang":"en","type":"article","venue":"Microelectronics Reliability","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Université de Sherbrooke; Ballard Power Systems (Canada)","funders":"","keywords":"Turn (biochemistry); Materials science; Optoelectronics; Voltage; Electrical engineering; Physics; Engineering; Nuclear magnetic resonance","score_opus":0.007774838977672135,"score_gpt":0.24018786513776594,"score_spread":0.2324130261600938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400576843","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":[0.99751246,0.0003414484,0.0009033802,0.00015335703,0.00024189912,0.00043918865,0.00008742672,0.00008644993,0.00023438614],"genre_scores_gemma":[0.99924386,0.000017075216,0.0002909659,0.000072947594,0.000085250926,0.000054406537,0.00011167506,0.000050903516,0.00007291958],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977328,0.00012862636,0.0004539802,0.00078182097,0.0001805725,0.0007221545],"domain_scores_gemma":[0.9990572,0.00018383317,0.00012175355,0.00047341827,0.000059308528,0.000104505234],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00053133984,0.0003626427,0.00043331063,0.00015863337,0.000099661294,0.00018477527,0.00026624938,0.00007849064,0.00014203267],"category_scores_gemma":[0.000009680981,0.00029409092,0.00014014491,0.00043645033,0.000053588083,0.00024167274,0.000043781536,0.0004890713,0.00005758244],"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":[0.0006546698,0.0010414055,0.27297947,0.0011008626,0.0008587514,0.000067824854,0.0019102772,0.039339866,0.6602613,0.008209642,0.00033596106,0.013240022],"study_design_scores_gemma":[0.0028352279,0.0011793786,0.011026148,0.0015268597,0.00041658717,0.000008057635,0.00039181847,0.0073648067,0.929309,0.03587909,0.007944325,0.0021186604],"about_ca_topic_score_codex":0.0016634162,"about_ca_topic_score_gemma":0.00013772762,"teacher_disagreement_score":0.26904777,"about_ca_system_score_codex":0.00027689527,"about_ca_system_score_gemma":0.00020286224,"threshold_uncertainty_score":0.9999511},"labels":[],"label_agreement":null},{"id":"W4400646716","doi":"10.1109/jeds.2024.3428969","title":"Investigation of the DC Performance and Linearity of InAlN/GaN HFETs via Studying the Impact of the Scaling of L<sub>GS</sub> and L<sub>G</sub> on the Source Access Resistance","year":2024,"lang":"en","type":"article","venue":"IEEE Journal of the Electron Devices Society","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transconductance; Linearity; Materials science; Scaling; Optoelectronics; Transistor; High-electron-mobility transistor; Heterojunction; Physics; Electrical engineering; Topology (electrical circuits); Mathematics; Quantum mechanics; Engineering; Voltage","score_opus":0.020388430057027635,"score_gpt":0.2644109508435585,"score_spread":0.24402252078653083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400646716","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":[0.99783194,0.0009167143,0.000036124307,0.0006120459,0.00023820397,0.00031770006,0.0000236681,0.0000036672916,0.00001995495],"genre_scores_gemma":[0.99949723,0.00015517414,0.000009243957,0.0000854167,0.00022118191,0.0000037379718,5.5193163e-7,0.000020084806,0.0000073493325],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981519,0.00035129537,0.0006636897,0.0001585729,0.00044325582,0.00023130741],"domain_scores_gemma":[0.99753094,0.0004081574,0.0014290813,0.00036348213,0.00022751937,0.00004084184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015795283,0.00021206816,0.00038181024,0.000027385473,0.00032814583,0.00009958527,0.0007346941,0.00006442259,0.000003024821],"category_scores_gemma":[0.000024099074,0.00008728691,0.00045275106,0.00040307702,0.00037880652,0.00026207222,0.00012528613,0.0005549188,1.0992186e-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":[0.00006313124,0.000034175715,0.050168913,0.0002848353,0.00036500357,4.2714532e-8,0.0030400867,0.0011517433,0.9440333,0.00006141221,0.00018939082,0.00060791336],"study_design_scores_gemma":[0.00023648691,0.00009574375,0.095619045,0.00080331013,0.00020508775,0.0000034715492,0.00058005884,0.0010980765,0.9006107,0.00064421154,0.000020429412,0.0000833842],"about_ca_topic_score_codex":0.00012882889,"about_ca_topic_score_gemma":0.00003868143,"teacher_disagreement_score":0.04545013,"about_ca_system_score_codex":0.000051164407,"about_ca_system_score_gemma":0.00024100844,"threshold_uncertainty_score":0.3559457},"labels":[],"label_agreement":null},{"id":"W4400885144","doi":"10.1039/d4nr01377h","title":"Piezoelectricity in wide bandgap semiconductor 2D crystal GaN nanosheets","year":2024,"lang":"en","type":"article","venue":"Nanoscale","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Science Basic Research Program of Shaanxi Province; National Postdoctoral Program for Innovative Talents; National Natural Science Foundation of China; Natural Science Foundation of Shaanxi Province; Natural Science Foundation of Ningxia Province; China Postdoctoral Science Foundation","keywords":"Piezoelectricity; Semiconductor; Materials science; Band gap; Wide-bandgap semiconductor; Optoelectronics; Crystal (programming language); Nanotechnology; Semiconductor materials; Computer science; Composite material","score_opus":0.01171775207554186,"score_gpt":0.2454165550979637,"score_spread":0.23369880302242185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400885144","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":[0.9896641,0.00050151424,0.00012566417,0.00018085186,0.001160455,0.0002514311,0.0001226269,0.000113898204,0.00787947],"genre_scores_gemma":[0.99720305,0.000007964394,0.00005207054,0.00013593314,0.00045449112,0.000039311846,0.000064183216,0.000042365933,0.0020006453],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984563,0.00006335348,0.00036741153,0.00045549145,0.00018021624,0.00047723466],"domain_scores_gemma":[0.99942863,0.000118095035,0.00005281108,0.00025013534,0.00003400364,0.00011630118],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018782467,0.00024640778,0.00031056046,0.0001543339,0.00006618921,0.00018118946,0.00020475549,0.00009310199,0.0027831132],"category_scores_gemma":[0.000010529341,0.00022214654,0.00013379725,0.0003693343,0.000040481755,0.00026206134,0.000039399016,0.00023355213,0.00024196807],"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":[0.000016406691,0.0000966708,0.022251941,0.00008346738,0.000042532316,0.000021494405,0.0003470195,0.000012105645,0.96131176,0.0018039905,0.0109253805,0.003087231],"study_design_scores_gemma":[0.00082589075,0.000103822196,0.0035927745,0.00025542744,0.000053209824,0.0000054866564,0.0002083081,0.00043791177,0.89597774,0.0045324075,0.09337132,0.0006357172],"about_ca_topic_score_codex":0.0007361342,"about_ca_topic_score_gemma":0.00004915401,"teacher_disagreement_score":0.082445934,"about_ca_system_score_codex":0.00006203161,"about_ca_system_score_gemma":0.00014135521,"threshold_uncertainty_score":0.9981285},"labels":[],"label_agreement":null},{"id":"W4401114524","doi":"10.1109/ims40175.2024.10600293","title":"Rapid Calibration of Variable Gain Phase Shifters: A Novel Characterization Approach with Sparse Measurements","year":2024,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"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":"Calibration; Characterization (materials science); Variable (mathematics); Computer science; Phase (matter); Materials science; Electronic engineering; Physics; Mathematics; Engineering; Statistics; Nanotechnology","score_opus":0.04787528255559626,"score_gpt":0.2554740328914735,"score_spread":0.20759875033587727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401114524","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":[0.47038883,0.000015448257,0.52440906,0.00002780113,0.00017982571,0.00032195446,0.00020851078,0.000052789623,0.004395788],"genre_scores_gemma":[0.9945336,6.157266e-7,0.004018106,0.0000462283,0.00015227146,0.000038301332,0.00089972164,0.000020250023,0.0002909303],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99925953,0.000025574902,0.00022236953,0.00021050754,0.00014979811,0.00013219455],"domain_scores_gemma":[0.99968165,0.000009879627,0.000077213524,0.00014052245,0.000046761164,0.00004394964],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017655599,0.00012346452,0.00016136511,0.00005815876,0.0000274242,0.00011232862,0.00006675889,0.000026060445,0.0011808646],"category_scores_gemma":[0.0000010425961,0.00009184796,0.000032501503,0.00016288362,0.000017215218,0.00035045203,0.000012181813,0.00004018873,0.000004485631],"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":[0.00004001929,0.00031026066,0.0004011963,0.00011244252,0.000101585676,1.6506799e-7,0.00026298134,0.00005847799,0.9894774,0.007837069,0.000077428456,0.0013209804],"study_design_scores_gemma":[0.0028979233,0.00029020425,0.00014164866,0.00024433312,0.00017274456,0.0000015739251,0.0005049674,0.050072342,0.9413568,0.00030047123,0.0035753702,0.00044162702],"about_ca_topic_score_codex":0.00013090199,"about_ca_topic_score_gemma":4.2647815e-7,"teacher_disagreement_score":0.52414477,"about_ca_system_score_codex":0.000010388012,"about_ca_system_score_gemma":0.000075703756,"threshold_uncertainty_score":0.9997322},"labels":[],"label_agreement":null},{"id":"W4401568427","doi":"10.1109/pn62551.2024.10621836","title":"Modeling of Ultraviolet-B AlGaN-Based Laser Diode with Polarization Charge Effect","year":2024,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"Crosslight Software (Canada)","funders":"","keywords":"Optoelectronics; Ultraviolet; Materials science; Polarization (electrochemistry); Diode; Laser; Wide-bandgap semiconductor; Optics; Physics; Chemistry","score_opus":0.007525474153523214,"score_gpt":0.22889750575873483,"score_spread":0.2213720316052116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401568427","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":[0.9653179,0.00003373723,0.0321787,0.000038824826,0.00014771236,0.00020128782,0.000074725715,0.000070854425,0.0019362775],"genre_scores_gemma":[0.99903584,3.8142585e-7,0.00026747482,0.000039596576,0.00012249697,0.000017867844,0.00019611305,0.000027567326,0.00029265828],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993071,0.000033241628,0.00017881028,0.0002031853,0.000115990035,0.00016169537],"domain_scores_gemma":[0.99968606,0.00004333886,0.000031452266,0.0001524131,0.00004096285,0.000045748184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012619936,0.00014512411,0.00019363074,0.000060024897,0.0000333806,0.00006406176,0.00007339278,0.000030994717,0.0009042888],"category_scores_gemma":[0.0000013648693,0.00009822414,0.000068182955,0.000119261196,0.0000152248485,0.00010804911,0.000006780821,0.000064016574,0.000038503444],"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":[0.00006913227,0.0000910177,0.014408262,0.00038616237,0.00015283737,0.0000026752234,0.00011770488,0.009657007,0.9635802,0.009707673,0.000090959074,0.0017363941],"study_design_scores_gemma":[0.0004625426,0.00012771692,0.00005229746,0.00020121613,0.000084493,2.8319104e-7,0.000032287942,0.17430611,0.824267,0.00014405722,0.00014006998,0.00018186324],"about_ca_topic_score_codex":0.00061742676,"about_ca_topic_score_gemma":0.000004159083,"teacher_disagreement_score":0.16464911,"about_ca_system_score_codex":0.000007973822,"about_ca_system_score_gemma":0.00005413495,"threshold_uncertainty_score":0.9901328},"labels":[],"label_agreement":null},{"id":"W4401631610","doi":"10.22215/etd/2024-16011","title":"An Integrated GaN Power Amplifier at 5 GHz","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Carleton University","funders":"","keywords":"Amplifier; dBm; Gallium nitride; RF power amplifier; Materials science; Power bandwidth; Direct-coupled amplifier; Power (physics); Electrical engineering; Bandwidth (computing); Optoelectronics; Electronic engineering; Engineering; Physics; Operational amplifier; Telecommunications; CMOS","score_opus":0.010361247983417043,"score_gpt":0.27691091447278204,"score_spread":0.266549666489365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401631610","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":[0.86835706,0.00007334134,0.000016504553,0.000014051589,0.0026135584,0.00021207664,0.0002825913,0.000116944066,0.12831388],"genre_scores_gemma":[0.8217196,0.0000017901109,0.00007381125,0.00006663781,0.0003073597,0.000039319217,0.014495762,0.000081788654,0.16321392],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987705,0.000029221172,0.00031561044,0.00047299598,0.00014598442,0.0002657106],"domain_scores_gemma":[0.99928546,0.000012918574,0.000115092436,0.0003650991,0.00009819912,0.0001232466],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000076763616,0.00036061616,0.00034998963,0.00009719367,0.000073113144,0.00025268728,0.00021292953,0.00016913495,0.061473917],"category_scores_gemma":[0.0000011099702,0.00027978167,0.00016134184,0.00010727707,0.00001208423,0.000104253646,0.000012933519,0.00021709185,0.0021651383],"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":[0.00018311529,0.00032564718,0.00090942543,0.00041219487,0.0007555693,0.000016876207,0.004375615,0.000012071305,0.8271843,0.020891374,0.13958658,0.0053471983],"study_design_scores_gemma":[0.00045283907,0.00017595163,0.0008021448,0.00038258743,0.00038155602,0.0000012114078,0.013451869,0.00005203966,0.40493265,0.0050912267,0.57282317,0.001452765],"about_ca_topic_score_codex":0.0012975611,"about_ca_topic_score_gemma":0.00029302313,"teacher_disagreement_score":0.4332366,"about_ca_system_score_codex":0.000038992224,"about_ca_system_score_gemma":0.00010377164,"threshold_uncertainty_score":0.9999654},"labels":[],"label_agreement":null},{"id":"W4401879108","doi":"10.1109/jeds.2024.3449798","title":"Impact of the Scaling of LGS and LG on the On-State Breakdown Voltage of InAlN/GaN HFETs With Localized Fin Under the Gate Electrode","year":2024,"lang":"en","type":"article","venue":"IEEE Journal of the Electron Devices Society","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Concordia University","funders":"","keywords":"Scaling; Materials science; Electrode; Optoelectronics; Fin; Breakdown voltage; Voltage; Condensed matter physics; Electrical engineering; Physics; Engineering; Mathematics","score_opus":0.009718859959876883,"score_gpt":0.26001543056064075,"score_spread":0.2502965706007639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401879108","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":[0.9975026,0.0005995921,0.00015053089,0.0011863573,0.00017117987,0.00024944497,0.00004888899,0.0000046930663,0.00008670296],"genre_scores_gemma":[0.9993637,0.000077759425,0.00001330167,0.00023190858,0.0001780965,0.000003214354,9.282125e-7,0.000028645869,0.00010242199],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983024,0.00023939504,0.0005447061,0.00015903483,0.00043362827,0.0003208475],"domain_scores_gemma":[0.9980691,0.00043684238,0.00092509174,0.0003644618,0.0001591763,0.000045341705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009243439,0.00024670115,0.00042734915,0.000029209894,0.00016883461,0.000080809434,0.00059233396,0.000048789745,0.00004948055],"category_scores_gemma":[0.0000062471336,0.00008921278,0.00066071807,0.00032288014,0.00024045732,0.00010433584,0.000038378945,0.00056799303,7.73508e-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":[0.00061290775,0.0002567317,0.008057934,0.00025110485,0.0031791301,9.1859033e-7,0.004321888,0.0152006745,0.9621663,0.0027104188,0.0023922697,0.0008497134],"study_design_scores_gemma":[0.0011449702,0.0010762888,0.012576829,0.0012044659,0.00059540453,0.000024464925,0.0013373703,0.0013912973,0.9747344,0.0049716877,0.00069792394,0.00024488143],"about_ca_topic_score_codex":0.00033085243,"about_ca_topic_score_gemma":0.000034471635,"teacher_disagreement_score":0.013809377,"about_ca_system_score_codex":0.000064581305,"about_ca_system_score_gemma":0.0003657773,"threshold_uncertainty_score":0.36379915},"labels":[],"label_agreement":null},{"id":"W4402044685","doi":"10.1116/6.0003831","title":"Molecular beam epitaxy growth and characterization of ScGaN epilayers","year":2024,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":6,"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":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Molecular beam epitaxy; Characterization (materials science); Materials science; Epitaxy; Optoelectronics; Nanotechnology","score_opus":0.006234703747504997,"score_gpt":0.2336296396706253,"score_spread":0.2273949359231203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402044685","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":[0.9969462,0.0009667152,0.0004674667,0.0009807303,0.0004029902,0.000103955426,0.00004165051,0.000024706196,0.00006558968],"genre_scores_gemma":[0.99909043,0.0001929082,0.0006187523,0.000026701846,0.000035046083,0.0000023856594,0.0000026642908,0.000012307782,0.000018799385],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99878025,0.000018505896,0.00045224917,0.0002634286,0.00021880925,0.00026677962],"domain_scores_gemma":[0.99923694,0.000031399017,0.0003206308,0.00014185319,0.00016789958,0.000101259015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000534826,0.00016609232,0.00035666692,0.0006120895,0.0001275776,0.00013720067,0.00030223458,0.000089849695,0.000053690466],"category_scores_gemma":[0.000011764191,0.0001280818,0.00006612145,0.0008039107,0.00055435696,0.00056467054,0.000111350084,0.00021437877,0.0000014836608],"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":[0.000008490137,0.000029295727,0.010936026,0.000051218663,0.00004296238,0.000009732557,0.00017249605,0.0000039598463,0.97840166,0.009395221,0.000010366823,0.0009385857],"study_design_scores_gemma":[0.00026723772,0.0003017637,0.0051751155,0.00018761595,0.00007480269,0.000051919928,0.0006701756,0.00036596094,0.98727554,0.005157752,0.00029706443,0.00017506456],"about_ca_topic_score_codex":0.00001957745,"about_ca_topic_score_gemma":2.1479634e-7,"teacher_disagreement_score":0.008873883,"about_ca_system_score_codex":0.000009239196,"about_ca_system_score_gemma":0.00014419953,"threshold_uncertainty_score":0.5223024},"labels":[],"label_agreement":null},{"id":"W4402474231","doi":"10.1109/ccece59415.2024.10667237","title":"Measurement and Modeling of GaN HEMTs Operating at 500 °C","year":2024,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"National Research Council","keywords":"Optoelectronics; Materials science; Gallium nitride; Wide-bandgap semiconductor; Nanotechnology","score_opus":0.045107525068229876,"score_gpt":0.26568614444358146,"score_spread":0.2205786193753516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402474231","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":[0.99068534,0.00030944878,0.0012901688,0.000051390518,0.00013187336,0.000070175876,0.000010964143,0.00002033004,0.0074302806],"genre_scores_gemma":[0.99943566,0.000002228134,0.00024325143,0.000018837609,0.00009798448,0.000004227037,0.00000533827,0.000009055619,0.00018339312],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995232,0.000010212842,0.00014859796,0.00012959332,0.00009601038,0.000092367394],"domain_scores_gemma":[0.999839,0.000006053109,0.000014985787,0.00007192423,0.00003586579,0.000032137883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015382936,0.00006974642,0.00010375657,0.000014038987,0.000037320726,0.00005470947,0.000032280375,0.000011658688,0.0005434311],"category_scores_gemma":[0.0000010297096,0.00005359532,0.000028235329,0.000026318346,0.000007445426,0.00006152449,0.000026803315,0.000025649386,0.000009278049],"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":[0.0000017996898,0.000011705479,0.0009247341,0.000091524504,0.000045496454,4.1149661e-7,0.00026581384,0.00090574264,0.99060214,0.0055209748,0.0001531418,0.0014765493],"study_design_scores_gemma":[0.00035468058,0.000050411658,0.00010908621,0.00039742547,0.000067741814,0.0000013255162,0.0007835466,0.2039227,0.79099065,0.0016168652,0.0014163693,0.00028917205],"about_ca_topic_score_codex":0.00040340846,"about_ca_topic_score_gemma":0.000009338863,"teacher_disagreement_score":0.20301697,"about_ca_system_score_codex":0.000011507624,"about_ca_system_score_gemma":0.00002177516,"threshold_uncertainty_score":0.5950189},"labels":[],"label_agreement":null},{"id":"W4402575554","doi":"10.1002/jnm.3289","title":"Study and optimising performance of enhancement‐mode monolithically integrated white‐light <scp>HEMT</scp>‐<scp>LED</scp> by inserting of <scp>InGaN</scp> quantum wells","year":2024,"lang":"en","type":"article","venue":"International Journal of Numerical Modelling Electronic Networks Devices and Fields","topic":"GaN-based semiconductor devices and materials","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 Manitoba","funders":"","keywords":"High-electron-mobility transistor; Optoelectronics; Mode (computer interface); Materials science; Computer science; Engineering; Electrical engineering; Transistor","score_opus":0.009626091924304678,"score_gpt":0.2542484625899698,"score_spread":0.2446223706656651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402575554","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":[0.75592446,0.003504774,0.23974459,0.00007925438,0.00041052775,0.00013926168,0.000011737286,0.000014156568,0.00017121456],"genre_scores_gemma":[0.9977076,0.0009546485,0.00060277013,0.00010342232,0.0004219767,0.000007430331,0.000022452852,0.00003829465,0.00014142548],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973622,0.00010884424,0.0011825721,0.00037209308,0.00046388558,0.00051037903],"domain_scores_gemma":[0.9977302,0.0007607629,0.00081939,0.00014312327,0.00039668515,0.00014985379],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000616176,0.00033958792,0.0006482843,0.00017692483,0.000093727045,0.0002492018,0.0004276125,0.00016360529,0.000015309204],"category_scores_gemma":[0.000034476747,0.0002813755,0.0001727465,0.00023417833,0.000058033784,0.00040784743,0.000107372376,0.0008737581,0.000001011194],"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":[0.00019507633,0.0025507926,0.082924396,0.00085201696,0.0073183924,0.00006456274,0.019424604,0.82669044,0.02466006,0.0073582986,0.004782648,0.023178747],"study_design_scores_gemma":[0.0007177995,0.0011102195,0.0001264548,0.0007882381,0.00021519253,0.000024470934,0.002029961,0.9831259,0.006644832,0.0010894052,0.004042877,0.00008465395],"about_ca_topic_score_codex":0.00017892227,"about_ca_topic_score_gemma":0.0000048990637,"teacher_disagreement_score":0.24178308,"about_ca_system_score_codex":0.00005756257,"about_ca_system_score_gemma":0.00014983476,"threshold_uncertainty_score":0.9999638},"labels":[],"label_agreement":null},{"id":"W4402590774","doi":"10.1021/acsnano.4c08224","title":"Ultra-dense Green InGaN/GaN Nanoscale Pixels with High Luminescence Stability and Uniformity for Near-Eye Displays","year":2024,"lang":"en","type":"article","venue":"ACS Nano","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Materials science; Nanoscopic scale; Luminescence; Optoelectronics; Pixel; Stability (learning theory); Photoluminescence; Nanotechnology; Optics; Computer science","score_opus":0.011457406843006238,"score_gpt":0.23468322100419392,"score_spread":0.2232258141611877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402590774","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":[0.9978419,0.000071782706,0.0003082876,0.00023147176,0.0002710335,0.00045037727,0.0005388869,0.000061599116,0.00022466498],"genre_scores_gemma":[0.99875295,0.0000026619475,0.00030511688,0.00005460222,0.00020390235,0.000056505516,0.00011078072,0.00003120762,0.00048226657],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998925,0.00003057897,0.00021961232,0.0004015917,0.00011639091,0.00030684125],"domain_scores_gemma":[0.99936116,0.000115122246,0.00006285725,0.00028344066,0.000071891656,0.00010555356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019447067,0.00021181176,0.00025486128,0.000026274594,0.00017174419,0.00021953572,0.00013792075,0.000052180843,0.00012534417],"category_scores_gemma":[0.0000064725855,0.00015844991,0.000054619817,0.00013447841,0.00012994884,0.00027192253,0.00002850353,0.0000881082,0.000012593747],"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":[0.000100665195,0.00010561016,0.05828225,0.0004905095,0.0000994733,0.0000045801225,0.00097114407,0.0000029701,0.9323892,0.0050927144,0.0003066626,0.002154232],"study_design_scores_gemma":[0.00082131766,0.00026132536,0.006762954,0.0001719539,0.00013780153,0.000003920255,0.00039742485,0.000093591014,0.97958165,0.0026238996,0.008673747,0.00047040038],"about_ca_topic_score_codex":0.0015252368,"about_ca_topic_score_gemma":0.000083156534,"teacher_disagreement_score":0.051519293,"about_ca_system_score_codex":0.00001988694,"about_ca_system_score_gemma":0.0000864674,"threshold_uncertainty_score":0.64614},"labels":[],"label_agreement":null},{"id":"W4402810472","doi":"10.1021/acs.cgd.4c00814","title":"Molecular Beam Epitaxial Growth and Characterization of Nanoscale ScGaN","year":2024,"lang":"en","type":"article","venue":"Crystal Growth & Design","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":5,"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":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Characterization (materials science); Nanoscopic scale; Materials science; Nanotechnology; Molecular beam epitaxy; Epitaxy; Crystallography; Chemistry","score_opus":0.010372246739528988,"score_gpt":0.21593864188922238,"score_spread":0.20556639514969338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402810472","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":[0.96535385,0.00012004985,0.033284977,0.00006162778,0.00030008404,0.00025530608,0.00012507805,0.00004905548,0.00044998626],"genre_scores_gemma":[0.9992494,0.000007917438,0.00028231187,0.00003241876,0.0002000828,0.000022662007,0.00010924818,0.000032907967,0.00006303374],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991066,0.000060805767,0.00024834267,0.0002667962,0.0001222303,0.00019525902],"domain_scores_gemma":[0.99963856,0.000041286243,0.00007167477,0.00011458352,0.000054510398,0.00007940118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012811545,0.00016711593,0.00021936213,0.00008145613,0.000048902395,0.000116807765,0.000096838194,0.00005025858,0.00014155074],"category_scores_gemma":[0.0000051899365,0.00015489596,0.00006992753,0.00014298125,0.0000639602,0.00021930349,0.000037113612,0.00006772031,0.000008385298],"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":[0.000015336413,0.000031127965,0.0005184025,0.00016896168,0.00004715315,0.000005255089,0.00018811367,0.0000015276335,0.9846171,0.0139455525,0.000047414273,0.0004140665],"study_design_scores_gemma":[0.00020432986,0.00008669751,0.000814647,0.00009346963,0.000059856073,0.0000019623715,0.000042030184,0.000107779066,0.9934342,0.0047377576,0.00023639048,0.00018087367],"about_ca_topic_score_codex":0.00006754121,"about_ca_topic_score_gemma":1.0021574e-7,"teacher_disagreement_score":0.033895582,"about_ca_system_score_codex":0.000007127907,"about_ca_system_score_gemma":0.000052388965,"threshold_uncertainty_score":0.6316474},"labels":[],"label_agreement":null},{"id":"W4402994213","doi":"10.3390/mi15101223","title":"A Novel Isolation Approach for GaN-Based Power Integrated Devices","year":2024,"lang":"en","type":"article","venue":"Micromachines","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds de recherche du Québec – Nature et technologies; Centre National de la Recherche Scientifique; Agence Nationale de la Recherche","keywords":"High-electron-mobility transistor; Materials science; Isolation (microbiology); Degradation (telecommunications); Transistor; Power semiconductor device; Optoelectronics; Power (physics); Threshold voltage; Voltage; Electrical engineering; Electronic engineering; Computer science; Engineering; Physics","score_opus":0.015187040778885094,"score_gpt":0.2613059514213797,"score_spread":0.24611891064249458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402994213","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":[0.7680626,0.0004069919,0.22706506,0.00018400015,0.0005985773,0.00048337207,0.0007937811,0.00017362901,0.0022319953],"genre_scores_gemma":[0.9884877,2.13339e-7,0.009496198,0.00016614684,0.00027246252,0.00008805406,0.0010541466,0.000042621614,0.00039244743],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99913806,0.000019474339,0.00023354511,0.0003241621,0.000066755536,0.00021799355],"domain_scores_gemma":[0.99959636,0.00007471766,0.00005914478,0.0001565105,0.000065764616,0.000047505524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014416203,0.00021238941,0.00020457189,0.00009372284,0.000090062866,0.00025630675,0.00013737443,0.00004937024,0.00036706543],"category_scores_gemma":[0.0000039717183,0.00016277158,0.0001461176,0.00015801896,0.000024081837,0.00013708942,0.000008466081,0.00008171553,0.000022151286],"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":[0.000026706462,0.00011752919,0.0016864997,0.00015173244,0.000083367966,2.9783553e-7,0.00016351101,0.0002413886,0.9923195,0.0017818166,0.0021420321,0.0012855834],"study_design_scores_gemma":[0.0026044813,0.0002673507,0.0025774636,0.00037632076,0.0003500133,0.0000066905186,0.0007914479,0.14266978,0.6404367,0.0017438112,0.20675363,0.0014223048],"about_ca_topic_score_codex":0.00044757972,"about_ca_topic_score_gemma":0.0000093276985,"teacher_disagreement_score":0.35188282,"about_ca_system_score_codex":0.000018221757,"about_ca_system_score_gemma":0.00008006863,"threshold_uncertainty_score":0.6637632},"labels":[],"label_agreement":null},{"id":"W4403778225","doi":"10.1002/smll.202407277","title":"Electrical Doping in Sc‐III‐Nitrides: Toward Multifunctional Devices at the Single Device Level","year":2024,"lang":"en","type":"article","venue":"Small","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":6,"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":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Doping; Scandium; Dopant; Nitride; Optoelectronics; Nanotechnology; Layer (electronics); Metallurgy","score_opus":0.07246961014794526,"score_gpt":0.27640215980823063,"score_spread":0.20393254966028537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403778225","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":[0.9947695,0.00087795296,0.00042508938,0.0004602087,0.00068669,0.00020610275,0.000054928336,0.000053902357,0.0024656316],"genre_scores_gemma":[0.9976121,0.0000035325525,0.00020148956,0.00026810972,0.0006256155,0.00004243333,0.00007204686,0.000023728888,0.0011509234],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888206,0.000056687353,0.0002830934,0.0003178825,0.00013599587,0.0003242889],"domain_scores_gemma":[0.9994542,0.00023889405,0.0000534922,0.00015686976,0.000040797848,0.000055762204],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024260953,0.00017330295,0.00018178995,0.000078170844,0.000106693304,0.00019348992,0.00017844842,0.000048272494,0.0010353426],"category_scores_gemma":[0.000008750336,0.0001226134,0.000103313476,0.0002517959,0.000033982404,0.00011084557,0.00007550057,0.00017795761,0.00024464884],"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":[0.00025548987,0.0006180524,0.100339845,0.00054089795,0.00062462135,0.00006159856,0.0040774005,0.0009958772,0.7597022,0.03383843,0.007348704,0.0915969],"study_design_scores_gemma":[0.00361562,0.00033088637,0.061380915,0.001291077,0.0003882064,0.000035281602,0.0027525057,0.00829866,0.4141003,0.0089906,0.49654102,0.0022749433],"about_ca_topic_score_codex":0.0013733575,"about_ca_topic_score_gemma":0.0004691829,"teacher_disagreement_score":0.48919234,"about_ca_system_score_codex":0.000093388844,"about_ca_system_score_gemma":0.00010444078,"threshold_uncertainty_score":0.99987787},"labels":[],"label_agreement":null},{"id":"W4404295281","doi":"10.1109/bcicts59662.2024.10745666","title":"Physics-Based Compact Model for GaN-Based Non-linear Transmission Line Resistors","year":2024,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Resistor; Transmission line; Line (geometry); Electric power transmission; Electronic engineering; Transmission (telecommunications); Computer science; Optoelectronics; Physics; Materials science; Electrical engineering; Mathematics; Engineering; Telecommunications; Voltage","score_opus":0.0366190256755501,"score_gpt":0.30178767274294627,"score_spread":0.2651686470673962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404295281","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":[0.1127768,0.000063747706,0.88273287,0.00065058965,0.0003618036,0.0005861369,0.0004434819,0.00019603616,0.0021885417],"genre_scores_gemma":[0.99156266,5.898672e-7,0.005053135,0.00028564106,0.00058727706,0.00004551048,0.0005067899,0.00007036579,0.0018880374],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99874294,0.00002277238,0.0003264644,0.000404947,0.00016109155,0.00034181427],"domain_scores_gemma":[0.9993017,0.0001372796,0.000059270504,0.0002728928,0.00007730876,0.00015156298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000174636,0.0002842567,0.0003319495,0.00007187445,0.00012094165,0.000108294844,0.00016572064,0.00006199205,0.00069258193],"category_scores_gemma":[0.0000016324041,0.00022534757,0.0003368506,0.00013809817,0.000034271772,0.00011625579,0.0000033137912,0.00011136404,0.000046848938],"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":[0.0002464492,0.00039737174,0.00016410412,0.0007602933,0.00012162338,0.000002197744,0.00019928391,0.36436206,0.6106875,0.004069923,0.012007705,0.006981488],"study_design_scores_gemma":[0.0006374356,0.00006423747,0.000005668108,0.00011258434,0.000063071566,2.788544e-8,0.000016073953,0.6784159,0.31147617,0.0011578246,0.007840246,0.00021075376],"about_ca_topic_score_codex":0.00021591602,"about_ca_topic_score_gemma":0.0000034018308,"teacher_disagreement_score":0.87878585,"about_ca_system_score_codex":0.00003462478,"about_ca_system_score_gemma":0.00031373405,"threshold_uncertainty_score":0.91894066},"labels":[],"label_agreement":null},{"id":"W4404295352","doi":"10.1109/bcicts59662.2024.10745670","title":"A Family of Physics-Based Models for Monolithic GaN Integration","year":2024,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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 Waterloo","funders":"","keywords":"Physics; Engineering physics; Computer science; Materials science; Optoelectronics","score_opus":0.03644106739573368,"score_gpt":0.27973148719801305,"score_spread":0.24329041980227936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404295352","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":[0.42829219,0.000062123334,0.56623703,0.000067725705,0.000277194,0.00029089843,0.0001856338,0.00005780206,0.004529443],"genre_scores_gemma":[0.99736816,5.795841e-7,0.0018504063,0.00006581563,0.0002124407,0.00006775624,0.00011899046,0.000018409433,0.0002974391],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99944746,0.0000125196675,0.00018948005,0.00016354302,0.000065679495,0.00012128553],"domain_scores_gemma":[0.9996742,0.00005597222,0.000041128438,0.0001317786,0.00006841917,0.000028511402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009083124,0.00010391714,0.00015448192,0.00003445752,0.000023202396,0.00005903445,0.00007106894,0.000025741032,0.00011186233],"category_scores_gemma":[9.309786e-7,0.00008097804,0.00012314571,0.000074898104,0.000016615753,0.00014577883,0.0000056623594,0.00003993103,0.000009634493],"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":[0.000016292055,0.000055142926,0.000041394665,0.00013706129,0.000047776335,1.0196571e-7,0.00017875088,0.002096077,0.5792394,0.40145996,0.00071675977,0.016011275],"study_design_scores_gemma":[0.00025003238,0.000057645033,0.000017312073,0.00009340331,0.0000418279,2.597087e-8,0.00023530262,0.21829833,0.67062473,0.109460935,0.0007984698,0.00012199623],"about_ca_topic_score_codex":0.00042534544,"about_ca_topic_score_gemma":0.0000025264694,"teacher_disagreement_score":0.569076,"about_ca_system_score_codex":0.000009059146,"about_ca_system_score_gemma":0.00008250544,"threshold_uncertainty_score":0.33021888},"labels":[],"label_agreement":null},{"id":"W4404553075","doi":"10.1016/j.rinma.2024.100645","title":"Impact of PECVD deposition on dielectric charge and passivation for n-GaN/SiO<mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" altimg=\"si17.svg\" display=\"inline\" id=\"d1e1552\"><mml:msub><mml:mrow/><mml:mrow><mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:math> interfaces","year":2024,"lang":"lv","type":"article","venue":"Results in Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Passivation; Plasma-enhanced chemical vapor deposition; Materials science; Dielectric; Charge (physics); Deposition (geology); Optoelectronics; Physics; Nanotechnology; Chemical vapor deposition; Biology","score_opus":0.01663914105149225,"score_gpt":0.262849362449052,"score_spread":0.24621022139755974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404553075","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":[0.97886324,0.0004396871,0.00013947507,0.00026940132,0.002061742,0.00008554536,0.0019347168,0.00006695352,0.016139267],"genre_scores_gemma":[0.99450576,0.0005218054,0.000283483,0.00013314828,0.001454634,0.00045508298,0.0023379652,0.00022835443,0.0000797609],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99610436,0.00021799249,0.0013099472,0.0008690209,0.0005856224,0.0009130626],"domain_scores_gemma":[0.9972088,0.0006626595,0.0010992392,0.0007055748,0.000077201395,0.00024655144],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010911081,0.0004634194,0.0003087728,0.00028697107,0.00034426886,0.0010150942,0.0004923208,0.000671402,0.025412181],"category_scores_gemma":[0.00027405564,0.000666446,0.00047560193,0.00035912296,0.00024044559,0.0006588575,0.00029576526,0.00033794218,0.00035525925],"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":[0.0028672656,0.00028184865,0.000012023077,0.0021641103,0.0008322816,0.00010230414,0.0015327719,0.00033813942,0.5607475,0.40656555,0.022264488,0.0022917183],"study_design_scores_gemma":[0.0013161981,0.0016316491,0.00020479244,0.0017372802,0.00044998166,0.000052192656,0.00034813874,0.019082077,0.97398823,0.0001442051,0.00047509922,0.0005701801],"about_ca_topic_score_codex":0.0015983391,"about_ca_topic_score_gemma":0.00013623733,"teacher_disagreement_score":0.4132407,"about_ca_system_score_codex":0.000017331657,"about_ca_system_score_gemma":0.00042197964,"threshold_uncertainty_score":0.99957865},"labels":[],"label_agreement":null},{"id":"W4404799574","doi":"10.18280/mmep.111104","title":"Simulation and Analysis of n-Type Electron Blocking Layers in GaN-Based Light-Emitting Diodes","year":2024,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Blocking (statistics); Optoelectronics; Diode; Materials science; Electron; Light-emitting diode; Wide-bandgap semiconductor; Physics; Computer science; Computer network; Quantum mechanics","score_opus":0.02000995298526763,"score_gpt":0.24903651443836422,"score_spread":0.22902656145309658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404799574","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":[0.77391744,0.00029218206,0.22558631,0.00001520958,0.0000243575,0.00007321596,0.0000031573493,0.00003271907,0.000055397642],"genre_scores_gemma":[0.9974827,0.00000399796,0.00244151,0.00000228292,0.000024947636,0.000006906736,0.000011674075,0.000017670767,0.000008322423],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992767,0.0000094764655,0.0002827471,0.00018279167,0.000076889315,0.00017141161],"domain_scores_gemma":[0.9996064,0.00022106421,0.000033979424,0.00007898832,0.000019497029,0.000040079864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023791939,0.00012410397,0.000282175,0.00021121667,0.000021408272,0.00007284527,0.000033781707,0.000038702616,0.000015115391],"category_scores_gemma":[0.00000795409,0.00010900716,0.000048294503,0.00031536893,0.000009110289,0.00005679859,0.0000070998944,0.00009235822,6.5112533e-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":[0.0000022779018,0.00001568209,0.00046543527,0.0005737891,0.000113639246,3.9605956e-7,0.0005270932,0.97685343,0.018413203,0.002879578,1.8351882e-7,0.00015526463],"study_design_scores_gemma":[0.00007630341,0.000016992622,0.000014570726,0.000411251,0.00018342168,1.0375616e-7,0.0000251129,0.9904604,0.006440554,0.0022338913,0.000024655443,0.00011272304],"about_ca_topic_score_codex":0.000034171582,"about_ca_topic_score_gemma":3.5193028e-7,"teacher_disagreement_score":0.22356524,"about_ca_system_score_codex":0.000009511058,"about_ca_system_score_gemma":0.000009392678,"threshold_uncertainty_score":0.4445183},"labels":[],"label_agreement":null},{"id":"W4404966191","doi":"10.1016/j.jallcom.2024.177934","title":"Temperature dependent low-frequency noise characteristics of AlGaN avalanche photodiodes with ultra-shallow bevel edge termination","year":2024,"lang":"en","type":"article","venue":"Journal of Alloys and Compounds","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Ministry of Education and Child Care","funders":"Fundamental Research Funds for the Central Universities; National Key Research and Development Program of China; Key Technologies Research and Development Program; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Infrasound; Bevel; Avalanche photodiode; Materials science; Noise (video); Enhanced Data Rates for GSM Evolution; Optoelectronics; Photodiode; Acoustics; Optics; Physics; Detector; Telecommunications; Engineering","score_opus":0.00710174708602673,"score_gpt":0.22440335085688937,"score_spread":0.21730160377086263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404966191","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":[0.99819607,0.00034757485,0.00010091532,0.000101468206,0.0004257869,0.00008403471,0.000093893985,0.000007794221,0.0006424485],"genre_scores_gemma":[0.998943,0.00006376574,0.00029293564,0.00003444083,0.0004718815,0.0000029668058,0.000030443021,0.00001916256,0.00014145717],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99904287,0.000033241708,0.00043105733,0.00013704106,0.00021156529,0.00014424106],"domain_scores_gemma":[0.99927706,0.000046427383,0.0002914001,0.00010892293,0.0001879946,0.0000881924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021450799,0.00016887407,0.0003471947,0.00009167114,0.00005356415,0.00019729242,0.00013401482,0.000050851177,0.0001097042],"category_scores_gemma":[0.0000028503894,0.00011642291,0.000092357506,0.000074090625,0.000046069392,0.00023474444,0.0000127684,0.00020083081,0.0000015279745],"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":[0.000050164046,0.0001222514,0.016880674,0.00023135218,0.00019666109,0.000037449307,0.00049024355,0.0000024780227,0.9792164,0.0011386335,0.00021018533,0.0014235275],"study_design_scores_gemma":[0.0036887988,0.001851294,0.1401251,0.004139354,0.0009004214,0.0005502718,0.0019260687,0.00019564426,0.8368898,0.0044620004,0.004121857,0.0011493898],"about_ca_topic_score_codex":0.00003701458,"about_ca_topic_score_gemma":0.0000042778847,"teacher_disagreement_score":0.14232658,"about_ca_system_score_codex":0.00001955898,"about_ca_system_score_gemma":0.00012634194,"threshold_uncertainty_score":0.47475883},"labels":[],"label_agreement":null},{"id":"W4405103497","doi":"10.1109/wipda62103.2024.10773354","title":"Characterization and modeling protocol for GaN-on-Si power transistors","year":2024,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Protocol (science); Transistor; Characterization (materials science); Power (physics); Computer science; Optoelectronics; Materials science; Electrical engineering; Electronic engineering; Engineering; Physics; Voltage; Nanotechnology","score_opus":0.029730356585940126,"score_gpt":0.29485053416178686,"score_spread":0.2651201775758467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405103497","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":[0.7931701,0.0000026901203,0.13298707,0.00030659468,0.00036904516,0.06824252,0.00016778351,0.00013408711,0.0046201153],"genre_scores_gemma":[0.94692695,7.718346e-8,0.00012708468,0.000081354345,0.00016922933,0.051986318,0.000058275335,0.000019695688,0.00063102273],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99953884,0.000007354299,0.00012946855,0.00017365396,0.000043028118,0.00010767937],"domain_scores_gemma":[0.9998478,0.0000146092325,0.000015802825,0.00006664008,0.000020949077,0.000034148983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000060244645,0.00009319613,0.00009303266,0.000033072523,0.00004375072,0.00011667877,0.000030739324,0.000021606296,0.0006482944],"category_scores_gemma":[5.3957984e-7,0.00007166665,0.000042682128,0.000030861203,0.0000063488687,0.000110120294,0.0000031803131,0.000029130908,0.000010078307],"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":[0.000066484885,0.0000616904,0.00012474244,0.00028751642,0.000053186697,4.0627302e-7,0.00055009004,0.00011176597,0.94751155,0.04312016,0.00037070792,0.007741713],"study_design_scores_gemma":[0.002403137,0.00044526768,0.00012731196,0.0005081389,0.000080133395,0.0000011084915,0.0004783887,0.12464021,0.4615309,0.005968454,0.40292487,0.0008920938],"about_ca_topic_score_codex":0.000017594994,"about_ca_topic_score_gemma":5.582856e-7,"teacher_disagreement_score":0.48598063,"about_ca_system_score_codex":0.0000057704538,"about_ca_system_score_gemma":0.000020393763,"threshold_uncertainty_score":0.70983696},"labels":[],"label_agreement":null},{"id":"W4405211729","doi":"10.22541/au.173381782.28900575/v1","title":"Device-Circuit Performance Analysis of a High-VT Recessed-p-Gate HEMT Employing Doped-Buried Layer","year":2024,"lang":"en","type":"preprint","venue":"","topic":"GaN-based semiconductor devices and materials","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 Manitoba","funders":"","keywords":"High-electron-mobility transistor; Materials science; Optoelectronics; Gallium nitride; Transistor; Breakdown voltage; Inverter; Threshold voltage; Voltage; Doping; Substrate (aquarium); Electrical engineering; Layer (electronics); Engineering; Nanotechnology","score_opus":0.038229982078496844,"score_gpt":0.28495582409605563,"score_spread":0.2467258420175588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405211729","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":[0.98683536,0.0002171215,0.00023701496,0.00013343833,0.0013250086,0.000434485,0.0005632197,0.00013459715,0.010119737],"genre_scores_gemma":[0.9945542,0.000032383967,0.00029887058,0.00008400035,0.00061938626,0.00012688698,0.0008854871,0.00007969395,0.00331907],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9971287,0.000083554594,0.0010217048,0.0009159329,0.0003694163,0.00048066728],"domain_scores_gemma":[0.99799794,0.00006932413,0.0005800981,0.0009737101,0.00023555706,0.00014336024],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042375442,0.0005844905,0.0014078488,0.00055025006,0.000088413704,0.00029058478,0.0006089586,0.00023820325,0.0061123963],"category_scores_gemma":[0.0000044723374,0.0005009418,0.0006439357,0.00077040907,0.000058126214,0.00011789538,0.0008091519,0.000574672,0.00019518609],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043537232,0.0018698459,0.1519472,0.022602994,0.10681351,0.000060154416,0.011252025,0.10983801,0.44712996,0.08794054,0.0180261,0.042084273],"study_design_scores_gemma":[0.0022395758,0.00020748902,0.020193567,0.003248793,0.03701565,0.0000021024093,0.0017001631,0.015439567,0.8578869,0.035708465,0.02096127,0.005396479],"about_ca_topic_score_codex":0.0066790935,"about_ca_topic_score_gemma":0.000092983406,"teacher_disagreement_score":0.41075692,"about_ca_system_score_codex":0.000053784184,"about_ca_system_score_gemma":0.0002508718,"threshold_uncertainty_score":0.9999355},"labels":[],"label_agreement":null},{"id":"W4405429448","doi":"10.1109/tasc.2024.3517564","title":"CCAT: LED Mapping and Characterization of the 280 GHz TiN KID Array","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Applied Superconductivity","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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 Victoria; University of British Columbia","funders":"","keywords":"Tin; Characterization (materials science); Materials science; Optoelectronics; Nanotechnology; Metallurgy","score_opus":0.015040746172380918,"score_gpt":0.22372625430985826,"score_spread":0.20868550813747735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405429448","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":[0.9507837,0.000010217166,0.046705756,0.00023476245,0.0009551382,0.00036450295,0.00023953394,0.000059785074,0.0006465634],"genre_scores_gemma":[0.99940014,0.0000059818276,0.000088075285,0.00003669982,0.000120846926,0.00007466528,0.000014613945,0.000027658178,0.00023131783],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990666,0.00005625562,0.0002371166,0.0003270635,0.00013077435,0.0001821939],"domain_scores_gemma":[0.99954385,0.00005791814,0.000046950565,0.0002737609,0.000024791269,0.00005276243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016288622,0.00019217617,0.00023892571,0.0000848639,0.0001677903,0.0000823617,0.000111599395,0.00006322703,0.0005353206],"category_scores_gemma":[4.662642e-7,0.00014822866,0.0001108394,0.00022914441,0.00009925026,0.00023752419,0.000002237638,0.00022794827,0.000024167315],"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":[0.000009550886,0.00008691784,0.00005506634,0.00008728795,0.000066155015,1.3664116e-7,0.0006858537,0.000029545703,0.9909496,0.0012624266,0.000007852011,0.0067596617],"study_design_scores_gemma":[0.00021930807,0.000012629491,0.0007327167,0.00007577009,0.000058988466,0.000001303087,0.00039822666,0.00007732851,0.99662155,0.0005095772,0.0011247869,0.00016784239],"about_ca_topic_score_codex":0.00012166888,"about_ca_topic_score_gemma":0.000006172889,"teacher_disagreement_score":0.0486164,"about_ca_system_score_codex":0.000021602104,"about_ca_system_score_gemma":0.000056338846,"threshold_uncertainty_score":0.6044589},"labels":[],"label_agreement":null},{"id":"W4405804646","doi":"10.1021/acsaelm.4c01589","title":"Thermal Droop Effects in AlGaN Ultraviolet-C Light-Emitting Diodes","year":2024,"lang":"en","type":"article","venue":"ACS Applied Electronic Materials","topic":"GaN-based semiconductor devices and materials","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":"Institut National de la Recherche Scientifique","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Voltage droop; Light-emitting diode; Materials science; Optoelectronics; Quantum efficiency; Diode; Ultraviolet; Junction temperature; Thermal; Wavelength; Sapphire; Infrared; Optics; Laser; Power (physics)","score_opus":0.0046135069768754415,"score_gpt":0.22457978772309323,"score_spread":0.2199662807462178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405804646","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":[0.99596786,0.000415842,0.000058588706,0.000089381334,0.0005312523,0.0006193767,0.000040377887,0.00014575025,0.0021315939],"genre_scores_gemma":[0.99826175,0.000013628586,0.000022077582,0.00010049805,0.00088284863,0.00031492833,0.00015569298,0.000083549814,0.00016500837],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977304,0.00008284124,0.0005153534,0.0005587759,0.00016802536,0.00094463176],"domain_scores_gemma":[0.9993646,0.000112594375,0.00011006082,0.00032310185,0.00001611231,0.00007350701],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00055464334,0.0003777954,0.0005220203,0.00011716078,0.00008675781,0.00038103346,0.00029286192,0.00011238578,0.0010184319],"category_scores_gemma":[0.0000040507416,0.0003272714,0.000067433626,0.00020277781,0.000028733626,0.00013681939,0.00006533749,0.00021886121,0.00025856128],"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":[0.00002626826,0.00004239766,0.00012739543,0.00019160035,0.00006554523,0.0000056256035,0.0002936519,0.000011348728,0.91527337,0.081218705,0.00014771218,0.0025963925],"study_design_scores_gemma":[0.00043935733,0.00004448027,0.00024113023,0.00014208182,0.000049497572,0.0000012883637,0.00008247645,0.0000027492908,0.9875943,0.0075409575,0.0034977982,0.00036385792],"about_ca_topic_score_codex":0.000273954,"about_ca_topic_score_gemma":0.0000068276013,"teacher_disagreement_score":0.07367775,"about_ca_system_score_codex":0.000085838874,"about_ca_system_score_gemma":0.00014201658,"threshold_uncertainty_score":0.9999179},"labels":[],"label_agreement":null},{"id":"W4407053444","doi":"10.1007/s10854-025-14326-9","title":"Enhancement of silicon nitride layer performance by Gallium–Copper–Zinc tri-layer thin films structure via plasma featured chemical vapour deposition route","year":2025,"lang":"en","type":"article","venue":"Journal of Materials Science Materials in Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Materials science; Layer (electronics); Copper; Chemical vapor deposition; Silicon nitride; Plasma; Zinc; Gallium; Gallium nitride; Deposition (geology); Nitride; Plasma-enhanced chemical vapor deposition; Silicon; Thin film; Chemical engineering; Nanotechnology; Metallurgy","score_opus":0.0063593511448336824,"score_gpt":0.24379261386352497,"score_spread":0.23743326271869128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407053444","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":[0.9967497,0.00020174687,0.0000940618,0.00010168555,0.0021077096,0.00039013295,0.0002464585,0.000012072639,0.00009641812],"genre_scores_gemma":[0.9986126,0.000067953246,0.0008044018,0.00009281368,0.00025658408,0.000016527049,0.000067319015,0.000026295756,0.000055522392],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9963655,0.00018828285,0.0016119767,0.0004246769,0.00061980414,0.0007897897],"domain_scores_gemma":[0.9978069,0.000061804356,0.0013205642,0.00034943104,0.0003457019,0.0001155823],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016834721,0.00040299958,0.0009945222,0.0003232359,0.00014496206,0.00033388071,0.0008622749,0.00017797483,0.0007682006],"category_scores_gemma":[0.000038579623,0.0003317341,0.000103827326,0.00045103388,0.00018186281,0.00067607977,0.0001187504,0.00025882715,0.00000534627],"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":[0.00058204884,0.0001634027,0.0003229255,0.00014591916,0.000056368957,0.0000019876416,0.00012888318,0.00016490273,0.9975141,0.00026097157,0.0003301471,0.00032832567],"study_design_scores_gemma":[0.001413108,0.00029824566,0.00024197073,0.0003084899,0.00007799185,0.0000165881,0.00009513849,0.00007045461,0.9963574,0.0007045954,0.0001277359,0.00028832117],"about_ca_topic_score_codex":0.00011164351,"about_ca_topic_score_gemma":0.000004556418,"teacher_disagreement_score":0.001862869,"about_ca_system_score_codex":0.0002911375,"about_ca_system_score_gemma":0.00073218107,"threshold_uncertainty_score":0.99991345},"labels":[],"label_agreement":null},{"id":"W4407317242","doi":"10.1109/ecce55643.2024.10861393","title":"Damping Effect of Internal Gate Resistance for Cascode GaN HEMT","year":2024,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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 Manitoba","funders":"","keywords":"High-electron-mobility transistor; Cascode; Materials science; Optoelectronics; Wide-bandgap semiconductor; Electrical engineering; Voltage; Transistor; Engineering; CMOS","score_opus":0.010459835521280986,"score_gpt":0.2800110377908379,"score_spread":0.2695512022695569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407317242","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":[0.98298377,0.00017268144,0.0058346298,0.000052023213,0.0005645814,0.00022573647,0.00011267992,0.000037634705,0.010016291],"genre_scores_gemma":[0.9964145,7.8645485e-7,0.00030588225,0.00002181356,0.00025455153,0.000029609162,0.000019812958,0.00001651793,0.0029365155],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99944246,0.000020581909,0.00017804933,0.00016255678,0.00005360298,0.0001427426],"domain_scores_gemma":[0.99965554,0.00013351087,0.00004072947,0.0001174602,0.000021020503,0.00003174458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018115155,0.000099197154,0.00018008612,0.000030014522,0.000024301902,0.00006184186,0.00008868881,0.000016516155,0.00046896588],"category_scores_gemma":[0.0000032641085,0.00007337268,0.000110671725,0.00004251952,0.000015954463,0.00007161927,0.000014643051,0.00003812154,0.000014733348],"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":[0.00014450347,0.000021538573,0.0024097424,0.0014044298,0.00022584945,0.000003096829,0.00026841424,0.000029826844,0.94506896,0.040221367,0.0066090426,0.0035932353],"study_design_scores_gemma":[0.00030646456,0.0000689819,0.000034908076,0.00028961766,0.000043751825,3.1097247e-7,0.000047065696,0.0003268898,0.9729564,0.0018023566,0.024015961,0.00010728584],"about_ca_topic_score_codex":0.00019137548,"about_ca_topic_score_gemma":0.000016398279,"teacher_disagreement_score":0.03841901,"about_ca_system_score_codex":0.000008748717,"about_ca_system_score_gemma":0.000019108622,"threshold_uncertainty_score":0.5134848},"labels":[],"label_agreement":null},{"id":"W4407938496","doi":"10.1073/pnas.2417859122","title":"Van der Waals quantum dots on layered hexagonal boron nitride","year":2025,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"Army Research Office; Division of Materials Research; Natural Sciences and Engineering Research Council of Canada; McGill University; W. M. Keck Foundation; National Science Foundation","keywords":"van der Waals force; Materials science; Quantum dot; Epitaxy; Substrate (aquarium); Photoluminescence; Wetting; Optoelectronics; Nanotechnology; Hexagonal boron nitride; Semiconductor; Layer (electronics); Wetting layer; Chemical physics; Chemistry; Composite material; Graphene; Molecule","score_opus":0.03513930392847323,"score_gpt":0.3148878056631275,"score_spread":0.27974850173465426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407938496","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":[0.97553116,0.000048932467,0.0000013582176,0.0018666866,0.00005953307,0.00014086177,0.000049039132,0.0000073632737,0.022295037],"genre_scores_gemma":[0.99895364,0.0000029302005,0.00014221435,0.00039896168,0.0001131475,0.000010015199,5.0840345e-7,0.0000029746732,0.00037562073],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99880904,0.0000064071533,0.00029099852,0.00020582354,0.0005383913,0.00014932668],"domain_scores_gemma":[0.99939126,0.00009596697,0.00030153792,0.00000893282,0.00017698394,0.00002531063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006754088,0.000098865916,0.00016576282,0.00012028252,0.0001653606,0.00003852097,0.0005466881,0.000040916857,0.00013906673],"category_scores_gemma":[0.000058981273,0.0000645399,0.00008357031,0.00037439982,0.00024072001,0.00021808552,0.00007781108,0.00010111319,0.0000039935344],"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":[0.00001620131,0.000057344485,0.009385935,0.000039350307,0.000029273497,1.1855095e-9,0.00005666934,0.00007385277,0.59789383,0.390375,0.0017597013,0.0003128576],"study_design_scores_gemma":[0.00019673005,0.000023986455,0.021080462,0.00012951066,0.000015021672,1.8921541e-7,0.00015047469,0.00016461038,0.76921505,0.20751777,0.00143181,0.00007436676],"about_ca_topic_score_codex":0.000027940157,"about_ca_topic_score_gemma":2.8877494e-8,"teacher_disagreement_score":0.18285722,"about_ca_system_score_codex":0.000016849523,"about_ca_system_score_gemma":0.000054259817,"threshold_uncertainty_score":0.26318607},"labels":[],"label_agreement":null},{"id":"W4408599112","doi":"10.1117/12.3040354","title":"Elastic strain relaxation in InGaN nanopillars on nanoporous GaN","year":2025,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"Institut National de la Recherche Scientifique; Université du Québec à Montréal","funders":"","keywords":"Nanopillar; Materials science; Nanoporous; Optoelectronics; Strain (injury); Wide-bandgap semiconductor; Relaxation (psychology); Gallium nitride; Stress relaxation; Composite material; Nanotechnology; Nanostructure","score_opus":0.009184155160549564,"score_gpt":0.24783771645755082,"score_spread":0.23865356129700124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408599112","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":[0.9547935,0.000008760097,0.00018669399,0.00014684745,0.00037408195,0.00015788902,0.000021202048,0.0000301407,0.044280883],"genre_scores_gemma":[0.9973455,0.0000010185776,0.00007626145,0.000232975,0.000055166056,0.00001492626,0.000052359435,0.000008866759,0.0022129433],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992924,0.00003852167,0.00022430139,0.00019419513,0.00007228006,0.00017834958],"domain_scores_gemma":[0.99967676,0.000053961867,0.00006384887,0.00015525505,0.000021436957,0.000028755245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000116824296,0.000115187446,0.00014772374,0.00010673942,0.000045528148,0.000046491885,0.00008878199,0.000038599224,0.00066321885],"category_scores_gemma":[0.000009229674,0.00010113493,0.000035297246,0.00015534162,0.000014694026,0.000060467017,0.0000139529275,0.00007740382,0.000049677055],"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":[0.000046610872,0.0003007214,0.03572085,0.00006345207,0.000061298255,0.0000046269674,0.00041566737,0.0008636296,0.63882655,0.30476812,0.0018678837,0.017060604],"study_design_scores_gemma":[0.005060296,0.000444805,0.072121315,0.0008348857,0.00009271948,9.4791477e-7,0.003987359,0.001067314,0.80568266,0.074277274,0.035170157,0.0012602505],"about_ca_topic_score_codex":0.00038959665,"about_ca_topic_score_gemma":0.000051818963,"teacher_disagreement_score":0.23049085,"about_ca_system_score_codex":0.000030279652,"about_ca_system_score_gemma":0.000057355355,"threshold_uncertainty_score":0.72617817},"labels":[],"label_agreement":null},{"id":"W4408599179","doi":"10.1117/12.3045580","title":"Ultraviolet-C band AlGaN heterostructures grown on nanopatterned sapphire substrates for lighting and photodetection applications","year":2025,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"Institut National de la Recherche Scientifique","funders":"","keywords":"Photodetection; Sapphire; Optoelectronics; Materials science; Heterojunction; Ultraviolet; Wide-bandgap semiconductor; Photodetector; Optics; Laser; Physics","score_opus":0.007635100795342105,"score_gpt":0.25055313596807566,"score_spread":0.24291803517273355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408599179","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":[0.9951007,0.000026341402,0.002405541,0.00007694997,0.00014103283,0.0005652275,0.000095368145,0.000041292085,0.0015475416],"genre_scores_gemma":[0.9988633,0.0000019629222,0.00016383204,0.0001826917,0.00013974406,0.00025943955,0.00009767673,0.000011261392,0.00028012064],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993538,0.000013042673,0.00017731967,0.00025874903,0.000040712366,0.00015633387],"domain_scores_gemma":[0.9996626,0.000065116415,0.000065117856,0.00013502047,0.00003533926,0.00003682055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000054451077,0.00013979975,0.00014766901,0.000050897004,0.00018766288,0.000119184515,0.00007003273,0.00003976219,0.000090031484],"category_scores_gemma":[0.0000015750568,0.00011509803,0.000048158818,0.000059211914,0.000024348763,0.00005789093,0.000008857211,0.00004774783,0.0000022805],"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":[0.000020836604,0.000022061242,0.005654239,0.00004863545,0.00003203898,3.8551335e-8,0.00003703726,0.000004487938,0.98311234,0.004813111,0.00006687404,0.006188307],"study_design_scores_gemma":[0.00042420469,0.00003812885,0.0036624707,0.000032847096,0.00002699064,2.7334914e-7,0.0001671867,0.000030635085,0.98816305,0.0055591026,0.0017742967,0.000120814926],"about_ca_topic_score_codex":0.00026526052,"about_ca_topic_score_gemma":0.000023638437,"teacher_disagreement_score":0.006067492,"about_ca_system_score_codex":0.000007937916,"about_ca_system_score_gemma":0.000014007414,"threshold_uncertainty_score":0.46935615},"labels":[],"label_agreement":null},{"id":"W4408627107","doi":"10.1039/d5ce00147a","title":"Molecular beam epitaxy of AlGaN nanowires: source configuration and correlated material properties and device characteristics","year":2025,"lang":"en","type":"article","venue":"CrystEngComm","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Molecular beam epitaxy; Nanowire; Materials science; Optoelectronics; Epitaxy; Nanotechnology; Layer (electronics)","score_opus":0.01128523412385614,"score_gpt":0.21454568458332673,"score_spread":0.20326045045947058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408627107","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":[0.9982696,0.00017943737,0.00034612668,0.00008695098,0.0002837934,0.00025908125,0.000059270846,0.000023707818,0.00049203535],"genre_scores_gemma":[0.9995128,0.00000731693,0.00003379949,0.00007824424,0.00004991289,0.000018312094,0.000079437974,0.000013801089,0.00020639185],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99924105,0.000058956055,0.000315485,0.00018072619,0.00006304908,0.00014074653],"domain_scores_gemma":[0.9995217,0.000029071512,0.0001507033,0.00016384338,0.00009082403,0.000043883865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010412791,0.00015022435,0.00029061743,0.000049535163,0.000085474174,0.000095686446,0.00007866463,0.000058680198,0.00006147065],"category_scores_gemma":[0.000011162738,0.00013037883,0.000028713781,0.000056757763,0.00008593966,0.000083294086,0.000057413632,0.000058542442,0.000001960345],"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":[0.000042866177,0.00003372738,0.0043758787,0.00025071693,0.00007561752,7.8021003e-7,0.00039085545,0.000004350817,0.9907862,0.0017111135,0.000069470756,0.00225842],"study_design_scores_gemma":[0.000849155,0.00007852509,0.005545666,0.00041584673,0.0001610633,0.0000020010816,0.0010873738,0.0003305523,0.9869717,0.00028458014,0.0040160925,0.0002574945],"about_ca_topic_score_codex":0.00022987452,"about_ca_topic_score_gemma":0.0000011515431,"teacher_disagreement_score":0.003946622,"about_ca_system_score_codex":0.0000066788743,"about_ca_system_score_gemma":0.00003719474,"threshold_uncertainty_score":0.53166944},"labels":[],"label_agreement":null},{"id":"W4408631878","doi":"10.1149/2162-8777/adc23e","title":"Optical and Mechanical Properties of Europium-Doped Silicon Nitride Thin Films Deposited by ECR-PECVD with Magnetron Sputtering","year":2025,"lang":"en","type":"article","venue":"ECS Journal of Solid State Science and Technology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Materials science; Plasma-enhanced chemical vapor deposition; Doping; Sputter deposition; Optoelectronics; Thin film; Silicon nitride; Europium; High-power impulse magnetron sputtering; Silicon; Sputtering; Nanotechnology; Luminescence","score_opus":0.007302745238032188,"score_gpt":0.22841832644797866,"score_spread":0.22111558120994648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408631878","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":[0.99859726,0.00029654455,0.0002698461,0.0005489424,0.00007882193,0.00009161323,0.000010789558,0.000010569345,0.00009562122],"genre_scores_gemma":[0.99921745,0.00004734224,0.0006341469,0.00003612085,0.000012095706,0.0000017944453,4.227835e-7,0.0000055912874,0.000045031094],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990644,0.00001727594,0.0003374127,0.00017999724,0.00016870417,0.00023223998],"domain_scores_gemma":[0.99935126,0.000018222105,0.0001972699,0.00011303674,0.00025430357,0.00006593164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032500847,0.00011499876,0.00029184262,0.00027151703,0.000107372085,0.0000638515,0.00023035986,0.000032708744,0.000010204053],"category_scores_gemma":[0.000026770958,0.00007794588,0.000017882716,0.00038558792,0.0005783972,0.000213289,0.00011880055,0.00017909717,4.0276822e-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":[0.00005245069,0.000037930266,0.0017843113,0.000028428301,0.000024550494,0.0000064108804,0.000053820087,0.000009456649,0.9953303,0.0010023555,0.00003543195,0.001634572],"study_design_scores_gemma":[0.0005291943,0.0004200143,0.00017329057,0.00013552715,0.000029752222,0.00003355935,0.0005260674,0.00027949875,0.996757,0.0008894405,0.00014283175,0.0000838603],"about_ca_topic_score_codex":0.000024681929,"about_ca_topic_score_gemma":0.0000018055999,"teacher_disagreement_score":0.0016110206,"about_ca_system_score_codex":0.000010505707,"about_ca_system_score_gemma":0.00014114719,"threshold_uncertainty_score":0.31785405},"labels":[],"label_agreement":null},{"id":"W4408706912","doi":"10.1117/12.3058157","title":"Advancements in GaN DFBs with embedded gratings and a path to higher power","year":2025,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"Douglas College","funders":"","keywords":"Path (computing); Power (physics); Computer science; Physics; Computer network","score_opus":0.0053909542046662986,"score_gpt":0.24856864144915314,"score_spread":0.24317768724448685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408706912","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":[0.9761567,0.000011277937,0.00027814222,0.00018211604,0.00009805023,0.0001932645,0.000009689101,0.000012875677,0.023057899],"genre_scores_gemma":[0.9943857,3.403201e-7,0.000840196,0.00065096916,0.00001777766,0.000032490043,0.000008035842,0.0000067041515,0.0040577874],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99949044,0.000011288974,0.00012148809,0.00017886443,0.000049085276,0.00014881499],"domain_scores_gemma":[0.99979043,0.0000108517615,0.00002676637,0.00010891336,0.00002086613,0.00004215207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004348447,0.0000978097,0.00013378233,0.000044457527,0.00002560233,0.00004591092,0.000049673916,0.000013081492,0.00088506413],"category_scores_gemma":[7.317939e-7,0.000071148825,0.000011339474,0.00011005338,0.000009566072,0.00007176068,0.000024427487,0.00003333327,0.000009110606],"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":[0.00022249481,0.0003750962,0.48323295,0.00011666567,0.00014369348,0.000007756358,0.00224323,0.000039734765,0.4034432,0.09785403,0.006809899,0.0055112694],"study_design_scores_gemma":[0.015826015,0.001416416,0.27262276,0.0017465109,0.00016327918,0.0000011247481,0.01483312,0.00011510965,0.47711214,0.02357228,0.19000827,0.0025829903],"about_ca_topic_score_codex":0.000302889,"about_ca_topic_score_gemma":0.000029709765,"teacher_disagreement_score":0.21061018,"about_ca_system_score_codex":0.000007629438,"about_ca_system_score_gemma":0.000019457873,"threshold_uncertainty_score":0.9690832},"labels":[],"label_agreement":null},{"id":"W4408792189","doi":"10.1109/jlt.2025.3554096","title":"Inverse-Designed 90-Degree Silicon Nitride Bends for the C Band","year":2025,"lang":"en","type":"article","venue":"Journal of Lightwave Technology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Degree (music); Silicon nitride; Inverse; Silicon; Materials science; Inverse problem; Optoelectronics; Optics; Electronic engineering; Engineering; Mathematics; Physics; Acoustics; Mathematical analysis; Geometry","score_opus":0.020066056061924114,"score_gpt":0.27011325552289855,"score_spread":0.2500471994609744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408792189","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":[0.98176336,0.00065916363,0.0056889174,0.0076592644,0.0012423157,0.0003430273,0.000030741725,0.000039900453,0.0025732818],"genre_scores_gemma":[0.99789053,0.000020391575,0.00070525217,0.0002248573,0.0003225455,0.000018518684,0.0000024386566,0.000013596857,0.00080188195],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99903727,0.000026722153,0.00048029594,0.00013047954,0.00008947849,0.00023575092],"domain_scores_gemma":[0.99880755,0.00025420988,0.000415764,0.0002620061,0.00022435996,0.00003609067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034200362,0.00014893858,0.000356427,0.00031522056,0.00013658393,0.0000449008,0.00043596144,0.00012144406,0.00020469149],"category_scores_gemma":[0.00004170527,0.00009474071,0.00018605981,0.000266654,0.000096591524,0.0000847303,0.000042339914,0.000223796,0.0000066570196],"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":[0.00015868609,0.00011929599,0.006482359,0.000041523934,0.00060037145,0.000006848943,0.00008542268,0.000019755376,0.8852377,0.062497873,0.026820483,0.017929683],"study_design_scores_gemma":[0.0016525872,0.00026351376,0.0003451018,0.00008075768,0.0002555412,0.000011064562,0.0007877537,0.000038854203,0.8373468,0.050613128,0.10845698,0.0001479527],"about_ca_topic_score_codex":0.000021965423,"about_ca_topic_score_gemma":0.000007978835,"teacher_disagreement_score":0.081636496,"about_ca_system_score_codex":0.000029931109,"about_ca_system_score_gemma":0.00013651718,"threshold_uncertainty_score":0.38634142},"labels":[],"label_agreement":null},{"id":"W4408980046","doi":"10.1007/978-981-96-0143-1_17","title":"An Empirical Large-Signal Model of GaN HEMT for Design of High-Power Microwave Amplifier","year":2025,"lang":"en","type":"book-chapter","venue":"Smart innovation, systems and technologies","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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 Ottawa","funders":"","keywords":"High-electron-mobility transistor; Amplifier; Microwave; Large-signal model; Optoelectronics; Microwave power; Materials science; Power (physics); Electrical engineering; Electronic engineering; Engineering; Physics; Telecommunications; Transistor; Voltage","score_opus":0.04079142896138396,"score_gpt":0.27624209081681333,"score_spread":0.23545066185542937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408980046","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":[0.076897025,0.0008112245,0.9012488,0.00022368519,0.00088635023,0.00309601,0.005207576,0.00036453665,0.011264768],"genre_scores_gemma":[0.9880304,0.0000111799145,0.0041151256,0.000018416718,0.00006066499,0.000102527796,0.00038271912,0.00003722579,0.007241738],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99836695,0.000014018007,0.0008874032,0.0003834981,0.000135388,0.0002127204],"domain_scores_gemma":[0.99796796,0.00007687364,0.0007403695,0.0004528334,0.0007469176,0.000015026709],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003603628,0.00031918325,0.0007700987,0.00042451944,0.0000808548,0.000045623765,0.00024253067,0.0004134636,0.0000265836],"category_scores_gemma":[0.000011497583,0.00027772711,0.00007339755,0.0001314683,0.00014429612,0.000090677226,0.00006464594,0.00015006308,7.0812627e-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":[0.000034578094,0.000049522765,0.0004508355,0.0004488783,0.0002089584,1.7721324e-7,0.00005525858,0.00013038384,0.057681892,0.9361281,0.0038253786,0.0009860583],"study_design_scores_gemma":[0.0020038213,0.00075604714,0.00004622491,0.0015935963,0.0003378466,0.0000022257173,0.0020162805,0.003486133,0.21985444,0.73522675,0.0333717,0.0013049186],"about_ca_topic_score_codex":0.00006040765,"about_ca_topic_score_gemma":0.0000019969798,"teacher_disagreement_score":0.9111334,"about_ca_system_score_codex":0.000017712598,"about_ca_system_score_gemma":0.00016652438,"threshold_uncertainty_score":0.9999675},"labels":[],"label_agreement":null},{"id":"W4409424891","doi":"10.2139/ssrn.5215080","title":"Papmv Nanoparticule: A New Generation of Tlr7/8 Agonist","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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 Laval","funders":"","keywords":"Agonist; TLR7; Business; Chemistry; Receptor","score_opus":0.01872314638104904,"score_gpt":0.264437740288359,"score_spread":0.24571459390730993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409424891","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":[0.9785611,0.0025122624,0.012293324,0.00075246656,0.0025730904,0.0004348957,0.00013965319,0.00003136629,0.0027018143],"genre_scores_gemma":[0.98974407,0.00041787347,0.00022380103,0.000043127515,0.0022719246,0.000013337389,0.00016926741,0.000022588987,0.0070940326],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9975117,0.00011031773,0.0006269819,0.0003077631,0.00021479368,0.0012284552],"domain_scores_gemma":[0.99876523,0.000020360423,0.0006340966,0.0003307353,0.00014932487,0.00010024574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066954864,0.0002961539,0.00048515134,0.00010891921,0.00012796739,0.00015213001,0.0003815509,0.00013580605,0.00031638128],"category_scores_gemma":[0.000008480288,0.00024017545,0.00029085108,0.000092076,0.00002885772,0.0000813423,0.00015823884,0.0015075381,0.0000116861],"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":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012804837,0.00045726626,0.004948092,0.00028133608,0.002946705,0.0000030248718,0.00076642557,0.0030068082,0.39470842,0.49842566,0.0082608005,0.0860674],"study_design_scores_gemma":[0.0021664232,0.0003416868,0.00019758572,0.00050786993,0.0009503673,0.000024033317,0.0012124854,0.0005736429,0.25590068,0.7204803,0.016591014,0.0010539166],"about_ca_topic_score_codex":0.0014754328,"about_ca_topic_score_gemma":0.00036954667,"teacher_disagreement_score":0.22205465,"about_ca_system_score_codex":0.0002744373,"about_ca_system_score_gemma":0.008209502,"threshold_uncertainty_score":0.99741304},"labels":[],"label_agreement":null},{"id":"W4409490414","doi":"10.1088/2515-7647/adcddc","title":"Low-temperature fabrication of plasmonic titanium nitride thin films by electron beam evaporation","year":2025,"lang":"en","type":"article","venue":"Journal of Physics Photonics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"H2020 European Research Council; Engineering and Physical Sciences Research Council; Leverhulme Trust","keywords":"Fabrication; Materials science; Electron beam physical vapor deposition; Plasmon; Evaporation; Optoelectronics; Thin film; Cathode ray; Nitride; Titanium nitride; Titanium; Nanotechnology; Electron; Metallurgy; Layer (electronics); Physics","score_opus":0.004971508646838767,"score_gpt":0.23770279355952173,"score_spread":0.23273128491268297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409490414","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":[0.9979549,0.0002381768,0.00053170056,0.00006252734,0.000509152,0.00015920778,0.00009050633,0.000006985334,0.0004468624],"genre_scores_gemma":[0.9991259,0.000044118824,0.00025847057,0.000076190896,0.00016131373,0.00000470844,0.00010378488,0.000016128573,0.00020937365],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988432,0.000045443572,0.0005642444,0.0001363575,0.00023213825,0.00017861035],"domain_scores_gemma":[0.9983966,0.000049040573,0.0008271021,0.00020419045,0.0004745355,0.00004854092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002493324,0.00016575432,0.0003644772,0.00006501104,0.00006362266,0.00006208987,0.00022703147,0.000072084375,0.00007325289],"category_scores_gemma":[0.000010589902,0.00014797118,0.00018359636,0.0002635853,0.000025679308,0.00028363016,0.000022854261,0.0002925527,0.0000041853814],"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":[0.000052051666,0.00021783747,0.00020368797,0.00005157514,0.00012988865,2.9631514e-7,0.000087623004,0.00084393256,0.9875028,0.0028119418,0.007836118,0.00026220462],"study_design_scores_gemma":[0.0005660533,0.00011961127,0.00008236452,0.00010792687,0.000105801824,5.888689e-7,0.00014464844,0.0002999582,0.9921099,0.0053588864,0.0009882278,0.00011604111],"about_ca_topic_score_codex":0.00004703692,"about_ca_topic_score_gemma":0.0000011165937,"teacher_disagreement_score":0.006847891,"about_ca_system_score_codex":0.000059095324,"about_ca_system_score_gemma":0.00031356735,"threshold_uncertainty_score":0.603409},"labels":[],"label_agreement":null},{"id":"W4409744666","doi":"10.1021/acs.nanolett.5c01586","title":"Topology-Dependent Enhancement of Pyroelectric Property in Nanoarchitected GaN Metamaterials","year":2025,"lang":"en","type":"article","venue":"Nano Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":5,"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":"Fonds Québécois de la Recherche sur la Nature et les Technologies; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; McGill University","keywords":"Metamaterial; Materials science; Property (philosophy); Pyroelectricity; Optoelectronics; Topology (electrical circuits); Condensed matter physics; Nanotechnology; Engineering physics; Physics; Dielectric; Ferroelectricity; Electrical engineering; Engineering","score_opus":0.008987456412679309,"score_gpt":0.24243098046621786,"score_spread":0.23344352405353855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409744666","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":[0.9960247,0.000041686275,0.0003325837,0.0011703735,0.0005279676,0.00038917683,0.000021984482,0.000017741195,0.0014737614],"genre_scores_gemma":[0.99832994,0.0000027508472,0.00015918829,0.0006393843,0.00007427844,0.00007699658,0.000025914984,0.0000109074945,0.00068065885],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99874556,0.00012717032,0.00044415242,0.00026440737,0.00011520927,0.0003034824],"domain_scores_gemma":[0.9995201,0.00003405125,0.00014327942,0.00024160591,0.000032861575,0.000028102522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022183501,0.00016289999,0.00037423658,0.00020978577,0.000035611196,0.00002698396,0.00020768518,0.000038685008,0.0007569147],"category_scores_gemma":[0.0000052978553,0.000117471274,0.00007013726,0.00025410592,0.000050799183,0.000054258115,0.000041501487,0.000059538284,0.000014999963],"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":[0.000041300314,0.00010210074,0.0031029002,0.000050996936,0.00006790905,0.0000013693476,0.0001084025,0.000012036694,0.9933987,0.0005854427,0.00075799396,0.0017708378],"study_design_scores_gemma":[0.0006909049,0.00003862509,0.00072153023,0.000054946217,0.000031119605,1.999487e-7,0.00004990246,0.0000030358558,0.9960064,0.0002789624,0.0020012127,0.00012311562],"about_ca_topic_score_codex":0.0015333929,"about_ca_topic_score_gemma":0.000017036306,"teacher_disagreement_score":0.0026077353,"about_ca_system_score_codex":0.00003944001,"about_ca_system_score_gemma":0.00006484365,"threshold_uncertainty_score":0.82876855},"labels":[],"label_agreement":null},{"id":"W4409992145","doi":"10.1109/apec48143.2025.10977482","title":"7.2 kW GaN-Based DAB Converter with 37 kW/L Power Density and High Efficiency","year":2025,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Infineon Technologies (Canada); Carleton University","funders":"","keywords":"Materials science; Power density; Power (physics); Optoelectronics; Electrical engineering; Physics; Engineering","score_opus":0.005011673065937046,"score_gpt":0.21188188934452176,"score_spread":0.2068702162785847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409992145","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":[0.9760016,0.000016259664,0.006070724,0.0002983901,0.0002401493,0.00019767325,0.000019393192,0.000046483365,0.017109293],"genre_scores_gemma":[0.99733114,3.8092884e-7,0.00018923664,0.0007126526,0.000038167305,0.00001051943,0.000026346017,0.000011263723,0.0016802778],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991687,0.000029822744,0.00016602321,0.00030311933,0.00009642762,0.00023592202],"domain_scores_gemma":[0.99948835,0.000054647382,0.0000555618,0.00025784085,0.00007275176,0.00007084237],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000089214605,0.00017890794,0.00024026961,0.000043347296,0.00010202854,0.00009667993,0.000103206956,0.00003820496,0.0024067895],"category_scores_gemma":[0.0000018315102,0.00012639425,0.000039318318,0.0001041094,0.00007477984,0.0000698621,0.000019815245,0.000071056376,0.000037158],"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":[0.00049960095,0.0011017452,0.46285444,0.00031163776,0.0005375447,0.000024791503,0.00054173917,0.0001788,0.36569566,0.1460489,0.017144144,0.005060979],"study_design_scores_gemma":[0.0048772004,0.00030769577,0.03460408,0.00016407187,0.00020038993,0.0000013151573,0.0008073644,0.0014009514,0.9445188,0.002202822,0.010099455,0.00081586395],"about_ca_topic_score_codex":0.0007306306,"about_ca_topic_score_gemma":0.00001850559,"teacher_disagreement_score":0.57882315,"about_ca_system_score_codex":0.000011031721,"about_ca_system_score_gemma":0.0000968092,"threshold_uncertainty_score":0.9985052},"labels":[],"label_agreement":null},{"id":"W4410289261","doi":"10.1088/1361-6528/add741","title":"Comparative analysis of electric potential in p-GaN/InGaN/n-GaN nanowire LEDs","year":2025,"lang":"en","type":"article","venue":"Nanotechnology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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 Victoria; Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Light-emitting diode; Materials science; Molecular beam epitaxy; Optoelectronics; Nanowire; Diode; Photoluminescence; Gallium nitride; Nitride; Semiconductor; Doping; Epitaxy; Nanotechnology; Layer (electronics)","score_opus":0.00855785452309232,"score_gpt":0.2686668974084236,"score_spread":0.26010904288533127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410289261","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":[0.9965176,0.00016669577,0.0010459926,0.00020682563,0.00017758388,0.0001708536,0.000029473553,0.00004608324,0.001638909],"genre_scores_gemma":[0.9995907,0.0000057453076,0.00007822088,0.000039867744,0.00002032383,0.000023996148,0.000040457788,0.000005954808,0.00019473916],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99886805,0.000059700655,0.00040723002,0.0002959142,0.00008075506,0.00028837705],"domain_scores_gemma":[0.9993715,0.000043508662,0.00017861779,0.0003150231,0.00007147392,0.000019854371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011718059,0.00016147329,0.000691508,0.0011696672,0.000050015115,0.0000147292485,0.0002849374,0.00017571727,0.000279155],"category_scores_gemma":[0.000006344265,0.00015701118,0.00015918992,0.002332793,0.00007495993,0.00004989003,0.000045910292,0.00019093025,0.00000939022],"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":[0.000029045203,0.00015319399,0.018893039,0.000015713988,0.0007544319,0.000002600228,0.00014054573,0.00061316014,0.9546936,0.022067644,0.000104322644,0.0025326733],"study_design_scores_gemma":[0.00063423335,0.000060206097,0.0051039755,0.000022883327,0.00049219007,2.3505277e-7,0.00041980736,0.0015692537,0.9866501,0.003389513,0.001487991,0.00016958689],"about_ca_topic_score_codex":0.00097048195,"about_ca_topic_score_gemma":0.00014952783,"teacher_disagreement_score":0.031956494,"about_ca_system_score_codex":0.000034252265,"about_ca_system_score_gemma":0.0000995692,"threshold_uncertainty_score":0.640273},"labels":[],"label_agreement":null},{"id":"W4410637885","doi":"10.1116/6.0004483","title":"<i>In situ</i> metal organic chemical vapor deposition of ultrathin sp2-bonded boron nitride dielectric on gallium nitride","year":2025,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"GaN-based semiconductor devices and materials","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":"McMaster University","funders":"Air Force Research Laboratory; Air Force Office of Scientific Research","keywords":"Boron nitride; Chemical vapor deposition; Materials science; Gallium nitride; Dielectric; Nitride; Metal; Nanotechnology; Chemical engineering; Metallurgy; Optoelectronics; Layer (electronics)","score_opus":0.00571400779485859,"score_gpt":0.2422838368938284,"score_spread":0.2365698290989698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410637885","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":[0.99724245,0.0006967362,0.00018375716,0.0009049904,0.0003902232,0.00018731086,0.000016755163,0.000020499034,0.0003573065],"genre_scores_gemma":[0.9987764,0.00009556002,0.0008980543,0.000101092286,0.000042189626,0.000005174003,0.000002774158,0.000011650676,0.000067135676],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979741,0.00004456395,0.00082309864,0.0003678517,0.0003252273,0.00046514376],"domain_scores_gemma":[0.9986638,0.0001113993,0.0006227751,0.00025748363,0.0002469947,0.000097535805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008561417,0.00025851757,0.00065122783,0.0010334031,0.00014540677,0.000068833564,0.00058944384,0.00017710507,0.00007688462],"category_scores_gemma":[0.00004875822,0.00020746983,0.00012736309,0.0019929733,0.00036347608,0.00041910564,0.00009820653,0.00052757055,0.000003144495],"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":[0.00010663274,0.00023246006,0.0047447034,0.000025722353,0.00004936136,0.00001300543,0.00006782913,0.000014530698,0.9908018,0.0035384258,0.000101518264,0.0003040134],"study_design_scores_gemma":[0.0009671192,0.00035167296,0.0011263922,0.00013161181,0.00008995711,0.000030627707,0.00046828762,0.000120308534,0.9901552,0.006290836,0.000085085674,0.00018290408],"about_ca_topic_score_codex":0.000073064584,"about_ca_topic_score_gemma":0.000007391954,"teacher_disagreement_score":0.0036183114,"about_ca_system_score_codex":0.000059271242,"about_ca_system_score_gemma":0.00036522327,"threshold_uncertainty_score":0.84603745},"labels":[],"label_agreement":null},{"id":"W4410653122","doi":"10.1016/j.microrel.2025.115794","title":"Dependence between drain current saturation level and short-circuit robustness of p-GaN HEMTs","year":2025,"lang":"en","type":"article","venue":"Microelectronics Reliability","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Safran Electronics (Canada)","funders":"Liaoning Academy of Agricultural Sciences; International Centre for Advanced Materials; Centro de Ecológia Aplicada; Direction Générale de l’Armement; Centre National d’Etudes Spatiales; European Synchrotron Radiation Facility; Agence Nationale de la Recherche","keywords":"Robustness (evolution); Materials science; Saturation (graph theory); Saturation current; Optoelectronics; Short circuit; Electrical engineering; Electronic engineering; Mathematics; Engineering; Chemistry; Voltage","score_opus":0.025809192198488685,"score_gpt":0.28482744548961275,"score_spread":0.25901825329112405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410653122","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":[0.9835856,0.0005682994,0.014709838,0.0000742452,0.00022276049,0.0003626574,0.00016244105,0.000021128992,0.00029304845],"genre_scores_gemma":[0.9995177,0.000019147825,0.00014963742,0.000008153069,0.000091761045,0.000020281563,0.00011682069,0.000011173679,0.00006533272],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985712,0.00009800573,0.0004449203,0.00042255278,0.00012552785,0.0003377717],"domain_scores_gemma":[0.9991897,0.00010516846,0.00011823236,0.00037742616,0.00015208019,0.000057431105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045506557,0.00019924382,0.00036055318,0.000060893493,0.00010000626,0.00005447116,0.00020234588,0.000072620416,0.000054426917],"category_scores_gemma":[0.0000159003,0.00019267827,0.000085873886,0.00018306733,0.000091281916,0.00012638218,0.00006477785,0.00024175759,0.0000015219671],"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":[0.00004810231,0.00029043425,0.23401895,0.0005873583,0.00013805916,1.9023217e-7,0.0002645911,0.00046738048,0.6580902,0.011749257,0.00037972306,0.093965754],"study_design_scores_gemma":[0.0007935487,0.00011084788,0.05196166,0.0001732151,0.00020680507,6.931254e-7,0.00013011243,0.000727182,0.91910017,0.019972302,0.006304023,0.0005194299],"about_ca_topic_score_codex":0.0002372514,"about_ca_topic_score_gemma":0.00004007038,"teacher_disagreement_score":0.26101,"about_ca_system_score_codex":0.000092079295,"about_ca_system_score_gemma":0.00027381262,"threshold_uncertainty_score":0.78571916},"labels":[],"label_agreement":null},{"id":"W4410780386","doi":"10.1002/adts.202401565","title":"Accurate and Efficient Behavioral Modeling of GaN HEMTs Using An Optimized Light Gradient Boosting Machine","year":2025,"lang":"en","type":"article","venue":"Advanced Theory and Simulations","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":4,"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 Calgary","funders":"Nazarbayev University","keywords":"Gradient boosting; Boosting (machine learning); Materials science; Computer science; Optoelectronics; Artificial intelligence; Electronic engineering; Engineering; Random forest","score_opus":0.023770207277419117,"score_gpt":0.31992112277071494,"score_spread":0.2961509154932958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410780386","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":[0.945214,0.0001661776,0.054138616,0.000008889995,0.00008434213,0.00016574962,0.00006679778,0.000014731911,0.00014072485],"genre_scores_gemma":[0.99799824,0.0000020246873,0.0018944618,0.000013888655,0.0000180062,0.0000037447717,0.000040560695,0.000008509659,0.00002057057],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99935615,0.00007202518,0.0002291543,0.00017738923,0.000039304578,0.00012596276],"domain_scores_gemma":[0.9995912,0.000097941105,0.00008524627,0.00012886008,0.000050031344,0.0000467464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015315297,0.00011029115,0.00018166134,0.000061222134,0.00021399179,0.00003107006,0.00004252076,0.000021029387,0.00003055715],"category_scores_gemma":[0.00000735503,0.00010019985,0.000028781398,0.00007728761,0.000029851071,0.00013208362,0.000029527097,0.000050511524,9.869171e-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":[0.000056898414,0.00007515391,0.00051866635,0.000013702963,0.000015312777,1.8664427e-7,0.00037047526,0.8982173,0.075476035,0.02443712,4.415044e-8,0.00081905397],"study_design_scores_gemma":[0.00086513447,0.00002611763,0.000044026692,0.00007563306,0.000087018816,2.7871835e-7,0.00056637655,0.9678464,0.014578496,0.01577794,0.000012654672,0.0001199021],"about_ca_topic_score_codex":0.00004081361,"about_ca_topic_score_gemma":0.0000023150978,"teacher_disagreement_score":0.06962907,"about_ca_system_score_codex":0.000006514923,"about_ca_system_score_gemma":0.000016173268,"threshold_uncertainty_score":0.40860313},"labels":[],"label_agreement":null},{"id":"W4411046978","doi":"10.1088/1402-4896/ade1b7","title":"Unveiling orientation-driven asymmetrical mechanical properties and deformation mechanisms in wurtzite GaN nanowires","year":2025,"lang":"en","type":"article","venue":"Physica Scripta","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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 Ottawa","funders":"","keywords":"Wurtzite crystal structure; Nanowire; Materials science; Orientation (vector space); Deformation (meteorology); Condensed matter physics; Nanotechnology; Composite material; Geometry; Zinc; Physics; Metallurgy","score_opus":0.020757429521685723,"score_gpt":0.2464222611209969,"score_spread":0.2256648315993112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411046978","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":[0.9939349,0.000054314463,0.0030426604,0.00030347242,0.0006045317,0.0003027533,0.000019562893,0.000038974013,0.0016987808],"genre_scores_gemma":[0.99887675,0.0000033312,0.0005049613,0.00015419042,0.00008955965,0.000054324577,0.000039058203,0.000011294526,0.00026655724],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99905306,0.000060112834,0.00028157188,0.0002569563,0.0001274839,0.00022084145],"domain_scores_gemma":[0.99964565,0.000016378197,0.00007613751,0.00015853725,0.000053454274,0.00004984395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011375083,0.00015171568,0.00023616421,0.00013692077,0.00010236315,0.00011372825,0.00011915359,0.000035843197,0.000049995975],"category_scores_gemma":[0.000012376789,0.00012890651,0.000051405797,0.00032259067,0.000027898564,0.00031312587,0.000059441856,0.000099713725,0.000024420679],"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":[0.000037176196,0.00022438206,0.0015166944,0.00008060996,0.0000529652,5.519398e-7,0.0005986276,0.000044592216,0.7487399,0.24383447,0.00073716,0.004132892],"study_design_scores_gemma":[0.0016775724,0.0001347018,0.0037947744,0.00029518,0.000091428876,5.6783875e-7,0.0024026996,0.0184082,0.9028817,0.06589778,0.0039288383,0.00048655437],"about_ca_topic_score_codex":0.00040234465,"about_ca_topic_score_gemma":0.000011738237,"teacher_disagreement_score":0.17793669,"about_ca_system_score_codex":0.00003127749,"about_ca_system_score_gemma":0.000053585307,"threshold_uncertainty_score":0.5256655},"labels":[],"label_agreement":null},{"id":"W4411086134","doi":"10.1002/adts.202500282","title":"Ultrafast Radiative Recombination Engineering in InGaN/GaN Quantum Wells through Temperature, Alloy Fraction and Layer's Width Tuning for Photonics","year":2025,"lang":"en","type":"article","venue":"Advanced Theory and Simulations","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Optoelectronics; Photonics; Materials science; Ultrashort pulse; Alloy; Quantum well; Layer (electronics); Recombination; Optics; Nanotechnology; Physics; Composite material; Laser; Chemistry","score_opus":0.008552465809575398,"score_gpt":0.2721833299588073,"score_spread":0.26363086414923187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411086134","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":[0.9828725,0.0000786567,0.01626057,0.000043651427,0.00016676167,0.00034253908,0.000052560565,0.000022574346,0.00016017837],"genre_scores_gemma":[0.9988847,0.000021451153,0.00076315604,0.00006987791,0.000026543896,0.00003462451,0.000108802626,0.000011533644,0.00007933053],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999427,0.000049797523,0.00017922412,0.0001852925,0.000029990282,0.00012870363],"domain_scores_gemma":[0.99916947,0.00061891804,0.00006934234,0.000080505546,0.000039358314,0.000022417613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017192961,0.000115785144,0.00015820982,0.00007078855,0.00015670767,0.000049593073,0.000032649175,0.0000437935,0.000016649004],"category_scores_gemma":[0.00003367117,0.00011841776,0.000024942412,0.00011290749,0.000018191566,0.00038272847,0.000009156106,0.00009842966,2.9770285e-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":[0.00009944174,0.000063591804,0.0034939414,0.00006026495,0.000058873953,2.0252652e-7,0.0012964436,0.14924805,0.3695734,0.47472048,0.0000035029957,0.0013817733],"study_design_scores_gemma":[0.0046725566,0.00013379868,0.0054986263,0.00039117568,0.00010034139,5.021479e-7,0.003087317,0.20688964,0.2519268,0.52212465,0.0046261535,0.00054838724],"about_ca_topic_score_codex":0.000022447526,"about_ca_topic_score_gemma":0.0000056897243,"teacher_disagreement_score":0.11764661,"about_ca_system_score_codex":0.000021403437,"about_ca_system_score_gemma":0.00001909798,"threshold_uncertainty_score":0.48289362},"labels":[],"label_agreement":null},{"id":"W4412199110","doi":"10.3390/cryst15070633","title":"Optimization of InxGa1−xN P-I-N Solar Cells: Achieving 21% Efficiency Through SCAPS-1D Modeling","year":2025,"lang":"en","type":"article","venue":"Crystals","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Engineering physics; Optoelectronics; Materials science; Environmental science; Nuclear engineering; Physics; Engineering","score_opus":0.014908258239385446,"score_gpt":0.2537088703875545,"score_spread":0.23880061214816908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412199110","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":[0.7277959,0.00016181452,0.26491463,0.000038424114,0.0003493116,0.0002120496,0.000050169438,0.00003233615,0.006445352],"genre_scores_gemma":[0.9959929,0.00001519216,0.0035909712,0.000062267514,0.000104554354,0.000013455721,0.00005157955,0.000018148143,0.00015090639],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988783,0.000054333097,0.0004368617,0.0002633633,0.000121499375,0.00024562844],"domain_scores_gemma":[0.9993512,0.000045427645,0.00017048063,0.00028812586,0.000111048605,0.000033728757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020320786,0.00016871419,0.00030868003,0.00008011824,0.00012612944,0.00008860571,0.00015779716,0.000057099274,0.00041839542],"category_scores_gemma":[0.000009790935,0.00016075066,0.00010904779,0.0002312112,0.00003581596,0.00022147375,0.00008160945,0.00008117813,0.0000054197953],"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":[0.0000145380955,0.00013038116,0.00056558405,0.0001786352,0.00006167624,5.1336093e-7,0.0005742901,0.5549024,0.438142,0.0046129026,0.00021397231,0.0006031541],"study_design_scores_gemma":[0.0013600359,0.0000828668,0.00003054026,0.00067521865,0.0002131996,4.65451e-7,0.0024862096,0.35020116,0.6369463,0.0044696685,0.002908603,0.00062570994],"about_ca_topic_score_codex":0.00027902325,"about_ca_topic_score_gemma":7.438957e-7,"teacher_disagreement_score":0.26819703,"about_ca_system_score_codex":0.000017656394,"about_ca_system_score_gemma":0.00008484794,"threshold_uncertainty_score":0.65552217},"labels":[],"label_agreement":null},{"id":"W4412428606","doi":"10.3390/cryst15070648","title":"Hydrostatic-Pressure Modulation of Band Structure and Elastic Anisotropy in Wurtzite BN, AlN, GaN and InN: A First-Principles DFT Study","year":2025,"lang":"en","type":"article","venue":"Crystals","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"University of Leeds","keywords":"Wurtzite crystal structure; Hydrostatic pressure; Materials science; Modulation (music); Anisotropy; Condensed matter physics; Optoelectronics; Physics; Optics; Acoustics; Mechanics; Zinc; Metallurgy","score_opus":0.009551793124620773,"score_gpt":0.2445641558213141,"score_spread":0.23501236269669334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412428606","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":[0.99857175,0.00021109854,0.00019167797,0.000070658265,0.00008954618,0.00046207418,0.00028067952,0.000009402107,0.00011313198],"genre_scores_gemma":[0.99969715,0.0000056100866,0.00009256447,0.000029690806,0.000029435167,0.00001307678,0.00004054519,0.000010969159,0.000080972626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999114,0.00005886731,0.00032438108,0.00025952913,0.00008954131,0.00015368527],"domain_scores_gemma":[0.99950397,0.00008797829,0.0001317631,0.00018766058,0.00004705305,0.00004157983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010908885,0.0001579812,0.0003187078,0.00010201842,0.00006715442,0.0000695034,0.00006768582,0.000038713024,0.000107238644],"category_scores_gemma":[0.000015609192,0.0001417876,0.000021082731,0.00012532507,0.000049815328,0.00011944944,0.00005349463,0.00006934747,2.0948214e-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":[0.000075219374,0.00015751472,0.65110666,0.0003386493,0.00016743921,0.0000027031556,0.0023861122,0.0036640416,0.33920303,0.0023428635,0.00015356306,0.0004021761],"study_design_scores_gemma":[0.005302197,0.00036215645,0.9154475,0.00048534383,0.00034434296,0.0000014904867,0.003545396,0.012742809,0.039998725,0.015508851,0.0056736744,0.00058752915],"about_ca_topic_score_codex":0.0003544261,"about_ca_topic_score_gemma":0.00011786806,"teacher_disagreement_score":0.29920432,"about_ca_system_score_codex":0.0000069183616,"about_ca_system_score_gemma":0.000027999964,"threshold_uncertainty_score":0.57819307},"labels":[],"label_agreement":null},{"id":"W4412511591","doi":"10.1149/ma2025-01351680mtgabs","title":"Nearly Dislocation Free Top-Down Blue Nano-LED Pixels on Bulk GaN Substrates","year":2025,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Dislocation; Nano-; Materials science; Optoelectronics; Nanotechnology; Composite material","score_opus":0.010301832845040033,"score_gpt":0.2434975955636273,"score_spread":0.23319576271858727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412511591","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":[0.90533453,0.000046514324,0.000009503978,0.00043566886,0.0008365096,0.0002283038,0.000041385996,0.00008673781,0.092980854],"genre_scores_gemma":[0.9977911,0.000001905927,0.0001534701,0.00015578137,0.00045076822,0.00003192239,0.000103697384,0.000026391883,0.0012849577],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985004,0.000057885813,0.00047273567,0.00039611946,0.0001828284,0.0003900532],"domain_scores_gemma":[0.99884033,0.00021390701,0.0002554767,0.00049230957,0.000098909724,0.00009908693],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037528801,0.00026362002,0.0002838045,0.00009256869,0.00022079128,0.00028082798,0.0003230805,0.000085638436,0.0002269429],"category_scores_gemma":[0.000069714704,0.00024750203,0.000102311846,0.00016733639,0.000039305127,0.00015060384,0.0000404765,0.00018386298,0.00015684488],"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":[0.000039850776,0.00022041288,0.00598454,0.00008023315,0.00010113376,0.0000033418723,0.000453853,0.00966555,0.9785288,0.0018015715,0.002171147,0.0009495792],"study_design_scores_gemma":[0.00057730416,0.00004507897,0.012683707,0.00027713107,0.000049066366,2.9858623e-7,0.0003892814,0.00006643537,0.97927666,0.0026744641,0.003702249,0.0002583054],"about_ca_topic_score_codex":0.0014548216,"about_ca_topic_score_gemma":0.000029942472,"teacher_disagreement_score":0.09245658,"about_ca_system_score_codex":0.000033777847,"about_ca_system_score_gemma":0.00011347287,"threshold_uncertainty_score":0.99999774},"labels":[],"label_agreement":null},{"id":"W4412511857","doi":"10.1149/ma2025-01351682mtgabs","title":"Single Photon Emission Characteristics of Selective Area Grown InGaN/GaN Dot-in-Nanowires on N-Face GaN Substrate","year":2025,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Nanowire; Optoelectronics; Materials science; Substrate (aquarium); Gallium nitride; Quantum dot; Face (sociological concept); Photon; Wide-bandgap semiconductor; Nanotechnology; Optics; Layer (electronics); Physics","score_opus":0.014826578644070675,"score_gpt":0.2432272520862701,"score_spread":0.22840067344219944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412511857","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":[0.9112941,0.000021011096,0.0000017528101,0.00005024556,0.00037074176,0.00022031265,0.000058864654,0.000039183105,0.0879438],"genre_scores_gemma":[0.9993652,0.0000024412911,0.000048423233,0.000057717618,0.00012821297,0.000012188769,0.000069348986,0.000026846765,0.00028961833],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983464,0.00007199523,0.00064072665,0.00038052845,0.00017472463,0.00038562014],"domain_scores_gemma":[0.99883294,0.00024567245,0.00047985258,0.00025240288,0.00010868094,0.00008044702],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037313777,0.000276114,0.00043248647,0.00014888926,0.00010788115,0.00008505784,0.0001930682,0.000100807694,0.000060370225],"category_scores_gemma":[0.00009591701,0.00026386758,0.00008947954,0.00023892726,0.000042239528,0.00010258909,0.000026612257,0.00025077985,0.000013823851],"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":[0.00007766512,0.00031409162,0.031553335,0.00010034629,0.000037489433,0.0000062712925,0.00049857335,0.0005526483,0.96613896,0.00005120007,0.00018137829,0.00048807068],"study_design_scores_gemma":[0.00037838987,0.00007520208,0.053168036,0.0009207415,0.000028712633,3.5241848e-7,0.00041020606,0.0000623223,0.9434704,0.00042687228,0.00084345526,0.00021530307],"about_ca_topic_score_codex":0.0007925282,"about_ca_topic_score_gemma":0.000016574128,"teacher_disagreement_score":0.088071115,"about_ca_system_score_codex":0.00006265542,"about_ca_system_score_gemma":0.00011697845,"threshold_uncertainty_score":0.99998134},"labels":[],"label_agreement":null},{"id":"W4412541770","doi":"10.1149/ma2025-01392091mtgabs","title":"Top-Down Fabricated Atomic Layer Deposited Oxides Passivated InGaN/GaN Nanostructured Photocatalysts for Artificial Photosynthesis","year":2025,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Materials science; Artificial photosynthesis; Atomic layer deposition; Layer (electronics); Photosynthesis; Nanotechnology; Chemical engineering; Optoelectronics; Photocatalysis; Chemistry; Catalysis","score_opus":0.01432500311723746,"score_gpt":0.25424510544360246,"score_spread":0.239920102326365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412541770","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":[0.9904001,0.00003966143,0.00005963318,0.00014380408,0.0007707933,0.00074092776,0.0001544624,0.00016084177,0.0075297887],"genre_scores_gemma":[0.99840236,7.515864e-7,0.000467148,0.00017109908,0.00027049097,0.00013772084,0.0003005867,0.00005033364,0.00019951524],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979118,0.000071622075,0.00074720825,0.0005463463,0.00016378997,0.00055923004],"domain_scores_gemma":[0.99855095,0.0003303185,0.00044050047,0.0003865877,0.00016800675,0.00012360602],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032781888,0.0003602856,0.00046615407,0.0001818053,0.0003411281,0.00026228017,0.00031525252,0.00015333385,0.00014067728],"category_scores_gemma":[0.00014062165,0.00034858476,0.00019609134,0.00034105525,0.00005110165,0.000121302466,0.00004920206,0.00017228455,0.000033085522],"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":[0.00010386129,0.00008512867,0.0026220055,0.00007826997,0.00018500436,0.000002799108,0.00016878014,0.00045285217,0.9943968,0.00006251314,0.0012783301,0.00056366436],"study_design_scores_gemma":[0.00050515507,0.000020375748,0.0026297334,0.00020609835,0.0001497901,9.41261e-7,0.0002781575,0.00030282442,0.9913086,0.0014011575,0.0028524243,0.000344723],"about_ca_topic_score_codex":0.0015857837,"about_ca_topic_score_gemma":0.000046694775,"teacher_disagreement_score":0.008002266,"about_ca_system_score_codex":0.000051051094,"about_ca_system_score_gemma":0.00014266263,"threshold_uncertainty_score":0.9998966},"labels":[],"label_agreement":null},{"id":"W4412803325","doi":"10.1109/pn66844.2025.11097110","title":"On the External Quantum Efficiency of Green InGaN nanoLEDs for AR/VR Applications","year":2025,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"Institut National de la Recherche Scientifique","funders":"","keywords":"Computer science; Optoelectronics; Quantum; Engineering physics; Materials science; Physics; Quantum mechanics","score_opus":0.013661159461179082,"score_gpt":0.2688589683949582,"score_spread":0.25519780893377914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412803325","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":[0.94359607,0.000018629735,0.045566443,0.00033914825,0.00012331933,0.00054755574,0.00006269056,0.000015280317,0.009730876],"genre_scores_gemma":[0.99728394,3.5172798e-7,0.00013825962,0.00015565414,0.0000684191,0.00017372327,0.000008907452,0.0000052076484,0.0021655434],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995377,0.000014401628,0.00016739781,0.00011843739,0.00005271843,0.00010934229],"domain_scores_gemma":[0.99950254,0.00015049099,0.000071440714,0.00021284293,0.00004649534,0.000016215989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011546061,0.00007278801,0.00010726323,0.00003260277,0.00009108899,0.000021825706,0.00018906615,0.00001622449,0.00026689054],"category_scores_gemma":[0.0000026468538,0.000045535104,0.000069850146,0.00008773562,0.000028537714,0.000019310808,0.000023106062,0.00003310883,0.000010074389],"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":[0.000007537863,0.00007654595,0.00049125805,0.000021738771,0.00001856362,9.106744e-9,0.000060041424,0.0000083944615,0.14472368,0.85169363,0.0004117032,0.0024869035],"study_design_scores_gemma":[0.0005852444,0.000100767065,0.00063379813,0.000092281014,0.00006101115,7.2638414e-8,0.0007843462,0.00084003876,0.77955455,0.19796313,0.019211775,0.00017299288],"about_ca_topic_score_codex":0.0004859911,"about_ca_topic_score_gemma":0.0000059933095,"teacher_disagreement_score":0.6537305,"about_ca_system_score_codex":0.0000048040083,"about_ca_system_score_gemma":0.000036731184,"threshold_uncertainty_score":0.2922264},"labels":[],"label_agreement":null},{"id":"W4412803343","doi":"10.1109/pn66844.2025.11097194","title":"Scalable InGaN/GaN Nanowires Self-Powered Photoelectrochemical Photodetector","year":2025,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"Institut National de la Recherche Scientifique","funders":"","keywords":"Materials science; Photodetector; Nanowire; Optoelectronics; Wide-bandgap semiconductor; Scalability; Photoelectrochemistry; Gallium nitride; Nanotechnology; Computer science; Electrode; Electrochemistry; Chemistry; Layer (electronics)","score_opus":0.005861154070898178,"score_gpt":0.23315475437655298,"score_spread":0.2272936003056548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412803343","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":[0.94156,0.000059451246,0.00024272136,0.000091045644,0.00035526932,0.00025291884,0.00002181879,0.00019383032,0.057222966],"genre_scores_gemma":[0.995314,0.0000028931574,0.0005523693,0.00033433118,0.00014508991,0.000054771663,0.000036254136,0.000019780222,0.0035405005],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99883175,0.00003304321,0.00027771312,0.00034324758,0.00011172598,0.0004025451],"domain_scores_gemma":[0.9994228,0.00005400829,0.00006566123,0.0003033803,0.00006715438,0.000087018976],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010094238,0.00021591637,0.00028653466,0.00007556825,0.00011848409,0.00011801715,0.00024090147,0.00006812443,0.00360238],"category_scores_gemma":[0.000005883614,0.00018736225,0.00011881529,0.00022598547,0.000028505621,0.000099980345,0.00005454147,0.00012353809,0.00010602668],"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":[0.000019678519,0.00011040774,0.0022497077,0.000029876986,0.00009958538,5.3458257e-7,0.000058448128,7.643645e-7,0.9889246,0.0031558878,0.004968512,0.00038198094],"study_design_scores_gemma":[0.0005296323,0.00002553378,0.00011053134,0.000029372924,0.000038707833,3.1046386e-7,0.00010459166,0.00010486709,0.9664843,0.0019891064,0.030384418,0.00019860906],"about_ca_topic_score_codex":0.00055234105,"about_ca_topic_score_gemma":0.000009154266,"teacher_disagreement_score":0.05375403,"about_ca_system_score_codex":0.000037318176,"about_ca_system_score_gemma":0.00013344325,"threshold_uncertainty_score":0.99730843},"labels":[],"label_agreement":null},{"id":"W4412803392","doi":"10.1109/pn66844.2025.11097154","title":"Understanding the Photophysical Properties of Near-Infrared Defect Quantum Emitters in $p$-Type GaN","year":2025,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","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":"Institut National de la Recherche Scientifique","funders":"","keywords":"Optoelectronics; Infrared; Materials science; Quantum; Wide-bandgap semiconductor; Physics; Optics; Quantum mechanics","score_opus":0.053938363723099,"score_gpt":0.25765740662123404,"score_spread":0.20371904289813503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412803392","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":[0.9903986,0.00003381229,0.0003345108,0.00013323185,0.00024063824,0.00020818049,0.0000033050922,0.000014744145,0.008632998],"genre_scores_gemma":[0.9994268,0.0000013815599,0.00001680456,0.00013065929,0.000031608146,0.00001072403,0.0000043472696,0.0000074413065,0.00037028093],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99935895,0.00005434498,0.00020708842,0.00013769936,0.00007447623,0.0001674647],"domain_scores_gemma":[0.9996663,0.000050267012,0.0000542857,0.00018690262,0.000023717364,0.000018567227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011520592,0.00010469031,0.00019232133,0.000036540692,0.00006883585,0.000059150087,0.00014279391,0.000023057779,0.00015500182],"category_scores_gemma":[0.000005369443,0.00006426677,0.0000841157,0.00020312962,0.00008470082,0.00006401003,0.00003304537,0.00007839668,0.0000071403783],"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":[0.00010708209,0.00012658609,0.02723554,0.00009488999,0.00013818302,7.040631e-7,0.0013451065,0.00017419193,0.8366501,0.13254443,0.0014388082,0.00014442079],"study_design_scores_gemma":[0.0012819878,0.000105389794,0.0033241254,0.0004061578,0.000091407535,2.3833408e-7,0.011921842,0.0030903197,0.94540673,0.03242297,0.0015884561,0.00036036636],"about_ca_topic_score_codex":0.00070276204,"about_ca_topic_score_gemma":0.000012692767,"teacher_disagreement_score":0.10875667,"about_ca_system_score_codex":0.000027719383,"about_ca_system_score_gemma":0.00008393499,"threshold_uncertainty_score":0.2620723},"labels":[],"label_agreement":null},{"id":"W4412803770","doi":"10.1109/pn66844.2025.11097183","title":"Investigating Residual Stress and Cracking Limits in Thick Silicon Nitride for Scalable Photonic Integrated Circuits","year":2025,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Materials science; Residual stress; Cracking; Silicon nitride; Residual; Electronic circuit; Photonics; Photonic integrated circuit; Stress (linguistics); Nitride; Scalability; Optoelectronics; Silicon; Electronic engineering; Composite material; Computer science; Electrical engineering; Engineering","score_opus":0.02348243566713766,"score_gpt":0.27439305019622606,"score_spread":0.2509106145290884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412803770","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":[0.99473,0.000097186574,0.00014122043,0.00015935961,0.000150913,0.00043353834,0.0000769935,0.000036653226,0.0041741296],"genre_scores_gemma":[0.9982712,0.0000032031098,0.00034073886,0.0002570883,0.00006721913,0.00007099794,0.00008455486,0.000014690167,0.000890275],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99895877,0.000050170125,0.00032768166,0.0003060011,0.000064543034,0.00029284827],"domain_scores_gemma":[0.9993779,0.00024383266,0.00009005862,0.00014770568,0.00008279625,0.000057691144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002671103,0.0001655139,0.00026557603,0.00011551515,0.0001045595,0.00015660668,0.00011566823,0.000063655454,0.00014414918],"category_scores_gemma":[0.00005388439,0.00014831741,0.000034871715,0.00020894042,0.00004341905,0.000154997,0.000039590934,0.00013741525,0.00000260346],"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":[0.000013959922,0.00008848855,0.2835352,0.00033802475,0.00007603153,7.223173e-7,0.00042852032,0.00012825395,0.6866554,0.020080095,0.0006608967,0.007994412],"study_design_scores_gemma":[0.0012965413,0.000035733894,0.00596657,0.00066677394,0.000035899575,1.8280761e-7,0.0020716747,0.0013450756,0.9799104,0.007773816,0.0006493401,0.0002479979],"about_ca_topic_score_codex":0.002368132,"about_ca_topic_score_gemma":0.00032729362,"teacher_disagreement_score":0.293255,"about_ca_system_score_codex":0.000024263602,"about_ca_system_score_gemma":0.0001585047,"threshold_uncertainty_score":0.6048209},"labels":[],"label_agreement":null},{"id":"W4412907787","doi":"10.1364/ao.566395","title":"Enhancing spectral uniformity in full-spectrum white LEDs using an SiO <sub>2</sub> aerogel encapsulant","year":2025,"lang":"en","type":"article","venue":"Applied Optics","topic":"GaN-based semiconductor devices and materials","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":"Advanced Micro Devices (Canada)","funders":"National Science and Technology Council","keywords":"Phosphor; Materials science; Luminous efficacy; Luminous flux; Light-emitting diode; Color temperature; Color rendering index; Optoelectronics; Aerogel; Optics; Composite material","score_opus":0.011337657365240433,"score_gpt":0.23794310462275606,"score_spread":0.22660544725751564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412907787","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":[0.9904862,0.000016019865,0.00542158,0.000035835772,0.00031763042,0.0003287954,0.000032214633,0.000050014936,0.0033116846],"genre_scores_gemma":[0.99744266,0.0000042119264,0.0020431904,0.000093180075,0.00027319163,0.000019565998,0.000074624666,0.000029500256,0.000019888274],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984269,0.000030423887,0.0004607257,0.00039312008,0.00014200284,0.000546816],"domain_scores_gemma":[0.99930537,0.000032188473,0.00014027745,0.0003883698,0.00002903088,0.00010478541],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026064838,0.00028090383,0.0003846166,0.00014343296,0.00013415403,0.00013237119,0.00019494988,0.00009474748,0.00007330019],"category_scores_gemma":[0.000002202918,0.0002869589,0.00007592721,0.00030718886,0.000045769386,0.00014779581,0.00009425505,0.00023934917,0.000021949263],"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":[0.000028920345,0.00014779596,0.002652455,0.000038452567,0.000035978705,0.000004171263,0.00024021379,0.0017005886,0.9493376,0.045333307,0.0000097719785,0.0004707157],"study_design_scores_gemma":[0.0007621069,0.000036783258,0.001512471,0.00006680425,0.00006127491,0.000001342411,0.0008515829,0.0026093682,0.9823763,0.011286111,0.000065247565,0.00037065236],"about_ca_topic_score_codex":0.000119946475,"about_ca_topic_score_gemma":0.00022078093,"teacher_disagreement_score":0.034047198,"about_ca_system_score_codex":0.00008950112,"about_ca_system_score_gemma":0.00016817637,"threshold_uncertainty_score":0.9999583},"labels":[],"label_agreement":null},{"id":"W4412948961","doi":"10.1002/lpor.202500791","title":"Metal‐Insulator‐Semiconductor Structure‐Based InGaN/GaN Micro‐Light‐Emitting Devices with Superior External Quantum Efficiency","year":2025,"lang":"en","type":"article","venue":"Laser & Photonics Review","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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 Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo; Ontario Centres of Excellence","keywords":"Optoelectronics; Materials science; Semiconductor; Light-emitting diode; Insulator (electricity); Wide-bandgap semiconductor; Gallium nitride; Metal; Quantum; Nanotechnology; Physics; Metallurgy; Layer (electronics)","score_opus":0.010909076345480162,"score_gpt":0.2618233087805394,"score_spread":0.2509142324350592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412948961","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":[0.96850806,0.02845211,0.00019612246,0.0002176117,0.0005663919,0.0010646781,0.00021332556,0.00009099457,0.00069072],"genre_scores_gemma":[0.99543715,0.0003740365,0.0014387876,0.002169412,0.000109718094,0.00009219928,0.00012976724,0.00006878988,0.00018011905],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9970999,0.00018424176,0.0009104918,0.0008029629,0.000334406,0.0006680495],"domain_scores_gemma":[0.9981485,0.0001150985,0.0004786432,0.00085774914,0.0002172073,0.0001827842],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043171775,0.00061606255,0.0011019534,0.00012737444,0.00027487837,0.00022717449,0.00068015745,0.00009854841,0.001649163],"category_scores_gemma":[0.000021127962,0.00046316112,0.0003145453,0.00059491553,0.00008304711,0.00026436927,0.00009739123,0.00037164355,0.000043056003],"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":[0.000047642865,0.00024044138,0.013619465,0.005304615,0.00036054844,0.000015655722,0.00014314931,0.00006580157,0.9753308,0.0031120295,0.00040781588,0.0013520163],"study_design_scores_gemma":[0.0012869762,0.00009805463,0.000366984,0.009398303,0.00089141325,0.0000075332755,0.00013747747,0.00038648612,0.9110846,0.0004618233,0.07499009,0.00089026976],"about_ca_topic_score_codex":0.00027846423,"about_ca_topic_score_gemma":0.000031399715,"teacher_disagreement_score":0.07458228,"about_ca_system_score_codex":0.000069465714,"about_ca_system_score_gemma":0.00046641097,"threshold_uncertainty_score":0.999782},"labels":[],"label_agreement":null},{"id":"W4412987463","doi":"10.1109/icmc64879.2025.11102372","title":"The Family of MVSG Compact Models for High-Voltage Gallium-Nitride Devices","year":2025,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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 Waterloo","funders":"College of Liberal Arts and Human Sciences, Virginia Tech; University of Waterloo","keywords":"Gallium nitride; Optoelectronics; Materials science; Wide-bandgap semiconductor; Gallium; Voltage; Electrical engineering; Computer science; Engineering; Nanotechnology; Metallurgy","score_opus":0.021277329035403473,"score_gpt":0.2687213717885251,"score_spread":0.24744404275312165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412987463","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":[0.9552275,0.00023570872,0.022370474,0.00025516233,0.00044203032,0.0004925335,0.00020534072,0.00003088924,0.020740362],"genre_scores_gemma":[0.9971784,0.0000070298115,0.00023689389,0.0001664669,0.00009480211,0.000025550222,0.000040790394,0.000010802671,0.0022392885],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99920225,0.000021977892,0.00031276367,0.00016049367,0.00008364652,0.0002188573],"domain_scores_gemma":[0.99917555,0.00029318506,0.00012633856,0.00025650545,0.00011397625,0.00003446312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019568871,0.000134843,0.00024859453,0.000035999816,0.0001401864,0.000077676355,0.00025847455,0.000028150114,0.00008869824],"category_scores_gemma":[0.0000032695943,0.00008529593,0.00011101525,0.00009156901,0.000041932573,0.00010458155,0.00002994376,0.00004450765,0.0000049017094],"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":[0.00006748179,0.000078129386,0.0015953996,0.0000932934,0.00022115682,1.1637562e-7,0.00005322243,0.0007754201,0.23393182,0.75093573,0.010492252,0.0017559668],"study_design_scores_gemma":[0.0022374762,0.00011793626,0.003179486,0.0001532517,0.00023907062,1.0432882e-7,0.0025575124,0.005829593,0.65790945,0.2750011,0.052312452,0.00046252538],"about_ca_topic_score_codex":0.0023891388,"about_ca_topic_score_gemma":0.000037838294,"teacher_disagreement_score":0.47593462,"about_ca_system_score_codex":0.000009147222,"about_ca_system_score_gemma":0.00008324504,"threshold_uncertainty_score":0.3611679},"labels":[],"label_agreement":null},{"id":"W4414367536","doi":"10.1002/9781119265665.ch25","title":"Ultraviolet Light from Emerging Technology to Commercialization","year":2025,"lang":"en","type":"other","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Agriculture and Agri-Food Canada","funders":"","keywords":"Commercialization; Ultraviolet light; Food spoilage; Emerging technologies; Food safety; Process (computing); Technology development; Product (mathematics); Food technology","score_opus":0.006918309855275453,"score_gpt":0.2663044619083367,"score_spread":0.2593861520530612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414367536","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":[0.0010852054,0.00011162211,0.008669084,0.001262168,0.0012147278,0.00038644357,0.00070437655,0.0002912273,0.98627514],"genre_scores_gemma":[0.030347612,0.000011141771,0.0016722069,0.0008433736,0.0013322629,0.000074216,0.0012534306,0.00027501635,0.9641907],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992623,0.000017844106,0.00018465424,0.0002956656,0.00006395847,0.00017558326],"domain_scores_gemma":[0.99949425,0.000009696332,0.00010347437,0.00032223432,0.000027349766,0.00004300953],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002463793,0.00021185397,0.00032264896,0.00028245087,0.000033580694,0.000040779967,0.00022213924,0.00016452865,0.03454774],"category_scores_gemma":[0.0000023430823,0.00019494994,0.000051762938,0.00018356694,0.000009925088,0.000014780529,0.000060628456,0.000079540936,0.00040739877],"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":[0.0000023130044,0.000035846988,0.0019923886,0.000018802904,0.00009622823,4.9847466e-7,0.000035204503,0.0000013023399,0.018678445,0.030763438,0.94147253,0.0069030155],"study_design_scores_gemma":[0.00014168644,0.000007091248,0.000020478834,0.00020007035,0.000047350495,1.6106233e-8,0.00013052525,0.0000012625065,0.02454514,0.001982857,0.972703,0.0002205173],"about_ca_topic_score_codex":0.006437897,"about_ca_topic_score_gemma":0.00014408506,"teacher_disagreement_score":0.034140337,"about_ca_system_score_codex":0.000010183655,"about_ca_system_score_gemma":0.00004284059,"threshold_uncertainty_score":0.9732218},"labels":[],"label_agreement":null},{"id":"W4414577447","doi":"10.1021/acsphotonics.5c01349","title":"Dislocation-Free InGaN Nanoscale Light-Emitting Diode Pixels on Single-Crystal GaN Substrates","year":2025,"lang":"en","type":"article","venue":"ACS Photonics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Fundacja na rzecz Nauki Polskiej; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; European Commission; National Science Foundation","keywords":"Molecular beam epitaxy; Indium gallium nitride; Heterojunction; Electroluminescence; Gallium nitride; Quantum-confined Stark effect; Passivation; Light-emitting diode; Quantum efficiency; Diode","score_opus":0.012269814407790564,"score_gpt":0.23878882683413907,"score_spread":0.2265190124263485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414577447","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":[0.9811983,0.00008274357,0.0000824245,0.00031989877,0.00063622894,0.0002628127,0.000070171714,0.000077678735,0.017269757],"genre_scores_gemma":[0.99831134,0.000004029992,0.00019729119,0.00030323604,0.00014887232,0.00004093981,0.0001148309,0.000030186882,0.00084926013],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99865496,0.00004591667,0.00038256636,0.00037821126,0.0001632871,0.00037504212],"domain_scores_gemma":[0.9989133,0.00013669161,0.00016917169,0.00061667507,0.00008559304,0.000078581776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016943709,0.00025365158,0.0002836948,0.00007968998,0.00022997119,0.00019978329,0.00041479684,0.000080337464,0.00014031623],"category_scores_gemma":[0.000030349956,0.00023869802,0.0001023473,0.00022436948,0.000041300333,0.0001488133,0.00008573755,0.00017691356,0.00003178966],"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":[0.000018352883,0.00020764685,0.0050630975,0.000047615966,0.00007223717,0.0000012602716,0.00038610434,0.00006860254,0.983194,0.009101648,0.0012180002,0.00062144117],"study_design_scores_gemma":[0.00052578415,0.000067655616,0.00035595507,0.00015053227,0.000047699377,3.823366e-7,0.00053483853,0.00012014752,0.98377407,0.004731559,0.009436105,0.0002553013],"about_ca_topic_score_codex":0.00020379218,"about_ca_topic_score_gemma":0.000034964312,"teacher_disagreement_score":0.017113067,"about_ca_system_score_codex":0.000051654606,"about_ca_system_score_gemma":0.000114186514,"threshold_uncertainty_score":0.9733823},"labels":[],"label_agreement":null},{"id":"W4415868460","doi":"10.1116/6.0004880","title":"Source configuration dependent molecular beam epitaxy of AlN nanowires","year":2025,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology B Nanotechnology and Microelectronics Materials Processing Measurement and Phenomena","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":1,"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":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Nanowire; Molecular beam epitaxy; Substrate (aquarium); Nitride; Wide-bandgap semiconductor; Epitaxy; Band gap","score_opus":0.007570557470759822,"score_gpt":0.23171278045714802,"score_spread":0.2241422229863882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415868460","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":[0.9856109,0.0063374615,0.006515833,0.0009860945,0.00023667513,0.00020799923,0.0000049806026,0.000035393394,0.000064688225],"genre_scores_gemma":[0.9992556,0.00018011824,0.00043110002,0.00005078821,0.000029785686,0.00001091933,0.0000013414875,0.000011347859,0.000029015047],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99814916,0.00003971015,0.0007450506,0.00033892802,0.00027233447,0.00045480067],"domain_scores_gemma":[0.9982498,0.000014686671,0.00085515925,0.00020964252,0.0006220618,0.00004863423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016281191,0.00023850978,0.00055831834,0.0010424568,0.0003241833,0.00011332195,0.00048426088,0.00019851144,0.00001943853],"category_scores_gemma":[0.000048024845,0.00020272739,0.000040299434,0.00068065274,0.00089824485,0.0002675698,0.00014632502,0.0002502425,5.1401145e-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":[0.000056124994,0.00007858629,0.00042083306,0.000094966264,0.000070232265,9.1740407e-7,0.00008560599,0.0000037471455,0.9584863,0.017552223,0.000006520709,0.02314393],"study_design_scores_gemma":[0.0007444201,0.0003076084,0.00005151646,0.00022365426,0.000118548545,0.000022818005,0.00043376212,0.0000051703914,0.9674139,0.02987212,0.000645852,0.00016063277],"about_ca_topic_score_codex":0.000015934665,"about_ca_topic_score_gemma":0.0000023160906,"teacher_disagreement_score":0.022983298,"about_ca_system_score_codex":0.000086213935,"about_ca_system_score_gemma":0.0007062208,"threshold_uncertainty_score":0.8266983},"labels":[],"label_agreement":null},{"id":"W4416343401","doi":"10.23977/jeeem.2025.080118","title":"Simulation of 2D Axisymmetric GaAs P-N Junction Infrared LED and Study on Spatial Distribution of Emissivity","year":2025,"lang":"","type":"article","venue":"Journal of Electrotechnology Electrical Engineering and Management","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Emissivity; Diode; Auger effect; Common emitter; Voltage; Gallium arsenide; Quantum efficiency; Junction temperature","score_opus":0.005206468198004964,"score_gpt":0.2311818864686723,"score_spread":0.22597541827066733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416343401","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":[0.880547,0.0007317646,0.1177916,0.0001096657,0.00022946383,0.00053730886,0.0000060194475,0.000014472454,0.000032740714],"genre_scores_gemma":[0.99946684,0.00031836043,0.000081706334,0.0000067520004,0.000053913398,0.000010036547,0.000005538124,0.000011786879,0.000045055738],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99826276,0.000073188225,0.0009049532,0.00024794866,0.00021644775,0.00029471662],"domain_scores_gemma":[0.9987031,0.00018388999,0.00068329845,0.00018732154,0.00018460036,0.00005778434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047178662,0.00025768683,0.00070629595,0.00092678226,0.000064450316,0.000027524376,0.00014114226,0.0001587751,0.000005068001],"category_scores_gemma":[0.00013148437,0.00024400785,0.00010997223,0.0010004344,0.000043390708,0.00008436438,0.0000748006,0.00045383145,1.82242e-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":[0.0034389545,0.0066088154,0.008617236,0.0025906945,0.00737601,0.00004616566,0.00025929933,0.2130111,0.3312411,0.054236956,0.00030613298,0.37226754],"study_design_scores_gemma":[0.02033607,0.030889755,0.138953,0.0018736325,0.005626629,0.00001999471,0.000716964,0.40677214,0.37955368,0.008057613,0.005745435,0.0014550897],"about_ca_topic_score_codex":0.000038975908,"about_ca_topic_score_gemma":5.323623e-7,"teacher_disagreement_score":0.37081245,"about_ca_system_score_codex":0.00010861137,"about_ca_system_score_gemma":0.00004714905,"threshold_uncertainty_score":0.9950351},"labels":[],"label_agreement":null},{"id":"W4416349217","doi":"10.1007/s11082-025-08560-y","title":"Computational optimization of InGaN solar cells: achieving 31.05% efficiency with p-p-n structure design","year":2025,"lang":"en","type":"article","venue":"Optical and Quantum Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Energy conversion efficiency; Quantum efficiency; Efficient energy use; Electrical efficiency; Band gap; Wide-bandgap semiconductor; Quantum; Range (aeronautics); Infrared","score_opus":0.006490640027522084,"score_gpt":0.2210172562382687,"score_spread":0.21452661621074662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416349217","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":[0.6260294,0.00012265336,0.37340567,0.00006336146,0.000049409642,0.00013058915,0.000014302222,0.000011295797,0.0001733645],"genre_scores_gemma":[0.98676425,0.000011000198,0.013077277,0.000040989857,0.000027814618,0.0000036631586,0.000043170898,0.000009357822,0.000022489388],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992379,0.000034365265,0.00020253213,0.00019565827,0.00010059699,0.00022895183],"domain_scores_gemma":[0.9996075,0.000103156475,0.00008079915,0.00009015054,0.00007559045,0.0000428225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010448551,0.00013303597,0.00020372884,0.000051680658,0.000108811204,0.000060441045,0.00008236837,0.000044460812,0.00004311686],"category_scores_gemma":[0.0000044630146,0.00010350672,0.000028024868,0.00016462593,0.000064708605,0.00007043151,0.000025170992,0.0001273364,5.115844e-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":[0.00013933152,0.00017940316,0.0008892168,0.00012513722,0.00013017531,9.667507e-7,0.00015128171,0.6189366,0.10063425,0.27658263,0.000099234945,0.0021317462],"study_design_scores_gemma":[0.0017370911,0.00092922075,0.0003095028,0.00019099993,0.00024510306,0.0000036508998,0.0002716435,0.7801931,0.19614941,0.018686827,0.0007826524,0.0005008103],"about_ca_topic_score_codex":0.000015376172,"about_ca_topic_score_gemma":8.809631e-7,"teacher_disagreement_score":0.36073488,"about_ca_system_score_codex":0.000014873277,"about_ca_system_score_gemma":0.0001861531,"threshold_uncertainty_score":0.42208815},"labels":[],"label_agreement":null},{"id":"W4416382694","doi":"10.1002/adom.202502536","title":"A Self‐Powered Photoelectrochemical Detection Device Using Scalable InGaN/GaN Nanowire Arrays","year":2025,"lang":"en","type":"article","venue":"Advanced Optical Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds de recherche du Québec – Nature et technologies; Ministère de l'Économie, de l’Innovation et des Exportations du Québec; CMC Microsystems","keywords":"Photodetector; Photodetection; Photocurrent; Nanowire; Planar; Ultraviolet; Quantum efficiency","score_opus":0.008317905229739143,"score_gpt":0.25674984584254773,"score_spread":0.2484319406128086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416382694","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":[0.9904303,0.000054572454,0.005599014,0.000047286594,0.0010308578,0.00048606074,0.00004589913,0.00017261178,0.0021333727],"genre_scores_gemma":[0.9896699,0.000005889825,0.009675079,0.00013993314,0.00023849688,0.00008098761,0.00004878435,0.000041324303,0.000099569035],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980739,0.00008168702,0.00056052743,0.00052390835,0.00015619202,0.0006038021],"domain_scores_gemma":[0.9991321,0.000094976196,0.00016065018,0.00035247125,0.00013057666,0.00012923009],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020707758,0.00033483407,0.00054447365,0.000088397705,0.00021419387,0.00020195103,0.00022660579,0.00013164844,0.0006082339],"category_scores_gemma":[0.00003702222,0.00032170414,0.00009920904,0.00028561155,0.000058549263,0.0002903598,0.00007934225,0.000134882,0.000057065394],"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":[0.00011046099,0.00010829339,0.000053445314,0.0001395619,0.000078392535,0.0000016048267,0.00003565089,0.00003152095,0.9956081,0.0030176255,0.0000099594545,0.0008053764],"study_design_scores_gemma":[0.00081333664,0.000050649825,0.00003645919,0.00014270288,0.00010162297,0.0000024099838,0.000094005154,0.0001250982,0.99235874,0.0036493363,0.002306882,0.00031877268],"about_ca_topic_score_codex":0.00009625759,"about_ca_topic_score_gemma":0.0000029730911,"teacher_disagreement_score":0.004076065,"about_ca_system_score_codex":0.00010452885,"about_ca_system_score_gemma":0.00010468994,"threshold_uncertainty_score":0.9999235},"labels":[],"label_agreement":null},{"id":"W4416420734","doi":"10.1016/j.micrna.2025.208468","title":"Simulation analysis of current collapse suppression in GaN HEMTs using a Si δ-doped cap layer","year":2025,"lang":"en","type":"article","venue":"Micro and Nanostructures","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Semiconductors, Chinese Academy of Sciences; Canadian Anesthesiologists' Society","keywords":"High-electron-mobility transistor; Saturation current; Current density; Gallium nitride; Saturation (graph theory); Current (fluid); Wide-bandgap semiconductor; Power semiconductor device","score_opus":0.01891610808711795,"score_gpt":0.31180247974257724,"score_spread":0.2928863716554593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416420734","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":[0.99881786,0.00053660315,0.00011600359,0.0000074918485,0.00021691338,0.00013482025,0.000120558834,0.0000046834625,0.000045053534],"genre_scores_gemma":[0.9997614,0.000004462318,0.00007338347,0.000019551248,0.000030276711,0.0000020919877,0.00007884096,0.0000050415592,0.000024964193],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993429,0.000045676214,0.00024680057,0.00018246847,0.000055683577,0.00012643571],"domain_scores_gemma":[0.99964875,0.00005350138,0.00010596942,0.00012231374,0.000043963802,0.000025507845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000053898657,0.0001153649,0.00029024313,0.0002557975,0.00005058152,0.000032572996,0.000059619186,0.000038514485,0.00014154233],"category_scores_gemma":[0.000005517531,0.00009558687,0.000067734174,0.00037410087,0.000025084537,0.000051034312,0.000032091797,0.00004948582,1.779109e-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":[0.00003263551,0.000021569398,0.09661393,0.00004183215,0.00010167112,2.5466153e-7,0.00021241377,0.0074949963,0.8943392,0.000116559204,0.000036673046,0.0009882855],"study_design_scores_gemma":[0.0006083741,0.00000933518,0.052219555,0.000096989585,0.0003626705,6.271306e-8,0.00014070039,0.005477192,0.93962026,0.00057001767,0.00076202373,0.00013284083],"about_ca_topic_score_codex":0.000613988,"about_ca_topic_score_gemma":0.00004810477,"teacher_disagreement_score":0.045281064,"about_ca_system_score_codex":0.000011275852,"about_ca_system_score_gemma":0.000036664285,"threshold_uncertainty_score":0.38979194},"labels":[],"label_agreement":null},{"id":"W4416537092","doi":"","title":"Probing Fermi Energy and Temperature-Dependent Shifts in Doped Homo-Epitaxial GaN Layers Using Micro-Raman Spectroscopy","year":2025,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"GaN-based semiconductor devices and materials","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":"Institut National de la Recherche Scientifique; Université de Sherbrooke","funders":"","keywords":"Doping; Spectroscopy; Energy (signal processing); Fermi level; Fermi energy; Fermi Gamma-ray Space Telescope","score_opus":0.008493895425264998,"score_gpt":0.22952202315610903,"score_spread":0.22102812773084404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416537092","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":[0.98789215,0.00025488177,0.0024267216,0.00087633956,0.00016395145,0.0002047686,0.000027040707,0.000043630043,0.008110495],"genre_scores_gemma":[0.99518704,0.000027929418,0.0032959324,0.00008405253,0.000029297169,0.000020872767,0.000087152344,0.0000207099,0.0012469895],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978601,0.0009718105,0.0003256197,0.00041936504,0.00012012973,0.0003029838],"domain_scores_gemma":[0.99884367,0.00018073017,0.00015215218,0.0005125516,0.00022872226,0.00008215269],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010293182,0.00020193742,0.0002568836,0.00015347294,0.0002387146,0.00038325982,0.00031187947,0.00007383344,0.000094492934],"category_scores_gemma":[0.00003244144,0.0002072253,0.00006355183,0.00027437214,0.00007925745,0.00015312181,0.00016010753,0.0001546826,0.0000025535348],"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":[0.000011444567,0.00016322597,0.00828903,0.000031541033,0.000031413423,0.0000016684039,0.0015011329,0.000017802304,0.9443591,0.04393552,0.00007150363,0.0015866065],"study_design_scores_gemma":[0.00080257043,4.5420597e-7,0.002621931,0.0005595666,0.000024991183,9.698226e-7,0.00038768337,0.0006581815,0.990856,0.0025339408,0.0013096464,0.00024405295],"about_ca_topic_score_codex":0.004840772,"about_ca_topic_score_gemma":0.0016637014,"teacher_disagreement_score":0.0464969,"about_ca_system_score_codex":0.00006399273,"about_ca_system_score_gemma":0.00013816149,"threshold_uncertainty_score":0.84504026},"labels":[],"label_agreement":null},{"id":"W4416610265","doi":"10.1149/ma2025-02351706mtgabs","title":"<i>(Invited)</i> Thermal Transport Engineering in Wide Bandgap Semiconductors","year":2025,"lang":"","type":"article","venue":"ECS Meeting Abstracts","topic":"GaN-based semiconductor devices and materials","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":"CMC Microsystems (Canada)","funders":"","keywords":"Thermal conductivity; Semiconductor; Wafer; Band gap; Silicon; Wide-bandgap semiconductor; Silicon nitride; Layer (electronics); Lapping","score_opus":0.009512061733244204,"score_gpt":0.22308151206025273,"score_spread":0.21356945032700853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416610265","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":[0.9786497,0.0006354476,0.0000035356304,0.00079782394,0.0024923228,0.0005575058,0.00008508966,0.00010085245,0.016677741],"genre_scores_gemma":[0.9979607,0.000029810359,0.00015513373,0.00065204466,0.00057247776,0.00004098698,0.00011756506,0.000093493116,0.00037780523],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9958887,0.0001018365,0.00160694,0.00089973,0.00030430732,0.001198462],"domain_scores_gemma":[0.99814594,0.0004579789,0.0004697936,0.0005794816,0.00009727004,0.00024956593],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010276311,0.0007809709,0.00093272503,0.00038314017,0.00017357133,0.00021128268,0.00052114564,0.00032902378,0.00025474664],"category_scores_gemma":[0.000082120176,0.00085458736,0.0003147172,0.0005843084,0.00007539098,0.00038417935,0.00007871263,0.00084555225,0.00006795119],"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":[0.00005728104,0.00027611825,0.0881397,0.00049509946,0.00018392668,0.000051345156,0.001262915,0.14430673,0.76411796,0.000031619416,0.0008571895,0.00022010977],"study_design_scores_gemma":[0.0024864736,0.000059918846,0.08974867,0.0034181443,0.00023171259,0.0000017994973,0.00059891137,0.0007919382,0.8774624,0.00012975918,0.02397195,0.0010983387],"about_ca_topic_score_codex":0.0020499264,"about_ca_topic_score_gemma":0.00005307468,"teacher_disagreement_score":0.1435148,"about_ca_system_score_codex":0.00013890614,"about_ca_system_score_gemma":0.0002212549,"threshold_uncertainty_score":0.9993905},"labels":[],"label_agreement":null},{"id":"W4416674742","doi":"10.1021/acsaelm.5c01648","title":"Layer Dependence and Point Defect for Sub-5 nm 2D Hydrogenated GaN Transistors","year":2025,"lang":"en","type":"article","venue":"ACS Applied Electronic Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Innovation Cluster (Canada)","funders":"National Science and Technology Major Project; National Natural Science Foundation of China; National Research Foundation Singapore","keywords":"Miniaturization; Transistor; Gallium nitride; Bilayer; Field-effect transistor; Wide-bandgap semiconductor; Electronics; Layer (electronics)","score_opus":0.007174786692156104,"score_gpt":0.23204785030038988,"score_spread":0.22487306360823378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416674742","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":[0.996386,0.00027370086,0.0008684666,0.00010513723,0.00022542379,0.0010164452,0.00014957224,0.000078542915,0.0008967276],"genre_scores_gemma":[0.9987363,0.00003325446,0.000038758088,0.00022413292,0.00014132613,0.00043583344,0.00018042022,0.000041690462,0.00016826564],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99821424,0.000049390354,0.00043264046,0.0005053433,0.00010304509,0.0006953436],"domain_scores_gemma":[0.99934703,0.00008452502,0.00015031915,0.00030121848,0.000045761448,0.00007113613],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004468998,0.0003186296,0.00050274894,0.000088076406,0.00017336417,0.00015073098,0.00021349905,0.00010601431,0.00036465202],"category_scores_gemma":[0.0000046031773,0.00029727514,0.000086283464,0.00012269823,0.000047772137,0.00008240101,0.000035307334,0.00009137953,0.000021201382],"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":[0.00012717591,0.0000379888,0.00005465374,0.00010104788,0.00017300324,2.5809518e-7,0.000056188153,0.0000064212213,0.9201154,0.07803993,0.0006110297,0.0006769008],"study_design_scores_gemma":[0.0010333381,0.000056171208,0.00007436597,0.000024554627,0.00016339142,0.0000010152411,0.000056769302,0.0000015891961,0.9742731,0.016470097,0.0075601293,0.00028547092],"about_ca_topic_score_codex":0.00017531397,"about_ca_topic_score_gemma":0.000029266084,"teacher_disagreement_score":0.061569832,"about_ca_system_score_codex":0.0000642507,"about_ca_system_score_gemma":0.00016824398,"threshold_uncertainty_score":0.99994797},"labels":[],"label_agreement":null},{"id":"W4416879878","doi":"10.37665/welyfup21439","title":"Shining a Light on LED Technology","year":2015,"lang":"","type":"article","venue":"On-Demand Webinars","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Light-emitting diode; Reliability (semiconductor); LED lamp; Electronics; LED display; Focus (optics)","score_opus":0.019977593867182564,"score_gpt":0.2612269495768644,"score_spread":0.2412493557096818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416879878","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":[0.9540371,0.0004763732,0.000042240754,0.0068902066,0.0029287792,0.00055326783,0.000090269394,0.00012557753,0.03485622],"genre_scores_gemma":[0.99462163,0.000033438646,0.00010817801,0.00079745735,0.0010053525,0.0000757048,0.000052525746,0.00009580694,0.00320991],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968866,0.00016594747,0.000683111,0.0009181596,0.0004121016,0.00093405397],"domain_scores_gemma":[0.9979565,0.00008782048,0.00043240385,0.0009106647,0.00015519894,0.00045737994],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005442328,0.0006845926,0.0008915038,0.00038395738,0.00028956347,0.00026829608,0.0005804052,0.0003825156,0.0007732567],"category_scores_gemma":[0.00003869843,0.000615095,0.00023747874,0.0004368834,0.00013973069,0.00019208122,0.0001763796,0.00055112195,0.002781936],"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":[0.0035253672,0.0071042567,0.025469134,0.0005876787,0.0024206666,0.0005591234,0.010383021,0.0026263967,0.26664492,0.409257,0.23056775,0.0408547],"study_design_scores_gemma":[0.009875973,0.006639519,0.00026807238,0.0019472651,0.00043580565,0.000017834138,0.0059230067,0.00047222254,0.17739223,0.030658668,0.7639994,0.002369989],"about_ca_topic_score_codex":0.00004603817,"about_ca_topic_score_gemma":0.0000034970228,"teacher_disagreement_score":0.53343165,"about_ca_system_score_codex":0.00012195305,"about_ca_system_score_gemma":0.00032885757,"threshold_uncertainty_score":0.99963003},"labels":[],"label_agreement":null},{"id":"W6884311414","doi":"10.1016/j.vacuum.2025.114589","title":"Spectroscopic ellipsometry and correlated studies of GaN films on 4H-SiC by MOCVD","year":2025,"lang":"en","type":"article","venue":"Vacuum","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"National Natural Science Foundation of China","keywords":"X-ray photoelectron spectroscopy; Photoluminescence; Raman spectroscopy; Analytical Chemistry (journal); Metalorganic vapour phase epitaxy; Chemical vapor deposition; Ellipsometry; Wafer; Gallium nitride","score_opus":0.013392233483020618,"score_gpt":0.2788947694305188,"score_spread":0.2655025359474982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6884311414","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":[0.99501574,0.0011138595,0.000029763884,0.00012470521,0.00046766474,0.00012932226,0.00006925503,0.000018812541,0.0030308974],"genre_scores_gemma":[0.9967029,0.00005540664,0.00004049566,0.00009052613,0.000041083316,0.000008368599,0.000028327,0.000008685548,0.0030241986],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99937403,0.000025052597,0.00019694123,0.00018438649,0.000064167034,0.00015542861],"domain_scores_gemma":[0.99961513,0.00007341194,0.000083862054,0.00016356753,0.000033477212,0.0000305634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006499725,0.00012894468,0.00027343654,0.00007334525,0.000054718726,0.000020010117,0.00007849783,0.000032947428,0.00030560952],"category_scores_gemma":[0.000004391417,0.00010722727,0.000040494702,0.00015093132,0.000045073255,0.00003669883,0.000030757186,0.000075955766,0.000020920696],"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":[0.000036599264,0.0001944498,0.027731579,0.0001817987,0.00044142784,9.976325e-7,0.00032215912,0.000009200373,0.9236059,0.0107898135,0.035584293,0.0011017369],"study_design_scores_gemma":[0.0009743843,0.00019330523,0.003027898,0.00022785879,0.00010716125,1.2629347e-7,0.0011555648,0.000048713817,0.983666,0.004526907,0.0058712577,0.00020082742],"about_ca_topic_score_codex":0.00008725703,"about_ca_topic_score_gemma":9.752675e-7,"teacher_disagreement_score":0.06006005,"about_ca_system_score_codex":0.000009156035,"about_ca_system_score_gemma":0.0000197834,"threshold_uncertainty_score":0.43726012},"labels":[],"label_agreement":null},{"id":"W6903217868","doi":"10.1021/acs.nanolett.5b02515.s001","title":"Alternating-Current InGaN/GaN Tunnel Junction Nanowire White-Light\\nEmitting Diodes","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"GaN-based semiconductor devices and materials","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":"McGill University","funders":"","keywords":"Light-emitting diode; Nanowire; Tunnel junction; Diode; Limiting; Resistive touchscreen; Current (fluid); Layer (electronics); Junction temperature","score_opus":0.029131423483488905,"score_gpt":0.25832917215486745,"score_spread":0.22919774867137854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6903217868","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":[0.9112024,0.00030350365,0.000046209625,0.00033951527,0.001556279,0.00046498558,0.07827721,0.00027202236,0.0075378777],"genre_scores_gemma":[0.99007857,9.955991e-7,0.000024466706,0.000048054655,0.0012750088,0.000110428635,0.00776043,0.000035153203,0.00066688954],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988706,0.000039713097,0.0002757616,0.00032751457,0.00016281437,0.0003235692],"domain_scores_gemma":[0.9992429,0.00006465029,0.00023064805,0.00024919177,0.00010999805,0.0001026022],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000061042905,0.00021248171,0.00019797176,0.000050459086,0.00015058975,0.000114416056,0.000213939,0.00004343029,0.100282684],"category_scores_gemma":[0.00006559785,0.00014883606,0.0001139336,0.000076970864,0.000005091297,0.00019193588,0.000078604484,0.00009031141,0.0017042059],"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":[0.000026648855,0.00021204715,0.023207411,0.00048944354,0.00015027807,0.00000665984,0.00091616,0.000028801389,0.49125978,0.000529145,0.29078346,0.19239014],"study_design_scores_gemma":[0.0011897013,0.00006466661,0.0043605394,0.005324773,0.000038850674,0.000002314464,0.00023777374,0.00008183831,0.3624469,0.00056207285,0.6248912,0.00079933426],"about_ca_topic_score_codex":0.000026783006,"about_ca_topic_score_gemma":0.0000048867746,"teacher_disagreement_score":0.33410776,"about_ca_system_score_codex":0.00003386395,"about_ca_system_score_gemma":0.00004491645,"threshold_uncertainty_score":0.9990731},"labels":[],"label_agreement":null},{"id":"W6929274034","doi":"10.48550/arxiv.1704.08737","title":"High efficiency deep-UV emission at 219 nm from ultrathin MBE GaN/AlN quantum heterostructures","year":2017,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"GaN-based semiconductor devices and materials","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":"Grace (Canada)","funders":"","keywords":"Heterojunction; Light-emitting diode; Quantum efficiency; Quantum dot; Quantum well; Molecular beam epitaxy; Quantum-confined Stark effect; Photon; Wide-bandgap semiconductor","score_opus":0.037737895179136866,"score_gpt":0.19733766956425264,"score_spread":0.15959977438511577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6929274034","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":[0.99317974,0.000088100795,0.0020509684,0.000029276727,0.0023663505,0.00037022904,0.0008589753,0.00015062031,0.0009057603],"genre_scores_gemma":[0.9969435,0.000038673144,0.00006182494,0.0000477618,0.00062252587,0.0000017663335,0.0008000925,0.0000706674,0.0014132045],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99749535,0.00014423563,0.00035704885,0.0013314263,0.00013763088,0.00053427904],"domain_scores_gemma":[0.9971671,0.00009513821,0.00077766186,0.0015469968,0.00012050359,0.00029260642],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013954713,0.0006306642,0.0007237772,0.00011722112,0.00055713725,0.00026608154,0.0012874164,0.00038558277,0.0013974496],"category_scores_gemma":[0.0000138522355,0.000627292,0.00040275822,0.000081977116,0.00017582155,0.00020833641,0.00079934276,0.00055756344,0.00017193866],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010338518,0.00094493997,0.18914175,0.000690946,0.0016917555,0.0006348766,0.0029252719,0.11175264,0.62464756,0.058434755,0.0069713886,0.0011302546],"study_design_scores_gemma":[0.0076155458,0.00038092502,0.04209287,0.0016772845,0.0020508906,0.0000066229168,0.0016768894,0.036597427,0.5509684,0.34174332,0.008537053,0.006652743],"about_ca_topic_score_codex":0.006665218,"about_ca_topic_score_gemma":0.00006690549,"teacher_disagreement_score":0.28330857,"about_ca_system_score_codex":0.00015238243,"about_ca_system_score_gemma":0.0001459591,"threshold_uncertainty_score":0.99994946},"labels":[],"label_agreement":null},{"id":"W6940117480","doi":"10.6084/m9.figshare.c.7012257","title":"Navigation programs to support community-dwelling individuals with life-limiting illness: determinants of implementation","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"GaN-based semiconductor devices and materials","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":true,"ca_institutions":"University of Victoria; University of Windsor; Dalhousie University","funders":"","keywords":"Implementation research; Qualitative research; Limiting; Key (lock); Health care; Intervention (counseling); Population; Health services research","score_opus":0.05473739082611036,"score_gpt":0.3295146674284124,"score_spread":0.27477727660230206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6940117480","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13863711,0.00014697225,0.0000063951907,0.000013470289,0.00033775583,0.0029204274,0.80154705,0.00028417222,0.05610666],"genre_scores_gemma":[0.56287545,3.2168816e-7,0.00026325893,0.00004449421,0.00047451706,0.00059182296,0.4281636,0.00040739984,0.007179165],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998977,0.00006723685,0.00032712633,0.00021461079,0.00018733078,0.00022668441],"domain_scores_gemma":[0.99911463,0.00002741296,0.00044186364,0.0002664521,0.00006273913,0.00008687544],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010067451,0.0002481137,0.00033996144,0.000118556,0.00006186815,0.0001304257,0.00022111028,0.000082689265,0.106205754],"category_scores_gemma":[0.000005945824,0.00021807181,0.00006506563,0.00014190673,0.0000059712725,0.000066116765,0.00010034996,0.00018547631,0.0007913362],"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":[0.0000131452925,0.00018957283,0.012625816,0.0106460545,0.0006368412,0.000011431536,0.0058279056,0.000010464156,0.00075155456,0.000059436665,0.8975001,0.07172771],"study_design_scores_gemma":[0.0006937005,0.0004978978,0.00019629602,0.04158387,0.000305747,0.0000028157253,0.007545293,0.0000068254803,0.02669124,0.00012314518,0.9213052,0.001048019],"about_ca_topic_score_codex":0.0007059874,"about_ca_topic_score_gemma":0.000110052395,"teacher_disagreement_score":0.42423832,"about_ca_system_score_codex":0.00001272828,"about_ca_system_score_gemma":0.00009785442,"threshold_uncertainty_score":0.99998665},"labels":[],"label_agreement":null},{"id":"W6958097731","doi":"10.60692/ay4wk-wrt10","title":"The half-life of maternal transplacental antibodies against diphtheria, tetanus, and pertussis in infants: an individual participant data meta-analysis","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"GaN-based semiconductor devices and materials","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":true,"ca_institutions":"Dalhousie University; Canadian Institute for Advanced Research","funders":"","keywords":"Transplacental; Antibody; Tetanus; Diphtheria; Vaccination; Pertussis vaccine; Toxoid; Gestational age","score_opus":0.12402287005793415,"score_gpt":0.2748504911927003,"score_spread":0.1508276211347661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958097731","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":[0.9934307,0.00005785945,0.00009483769,0.000037934547,0.00012361612,0.00026390466,0.005860956,0.000018155748,0.000112055146],"genre_scores_gemma":[0.9992356,4.4851166e-7,0.000033029246,0.00004887634,0.000027116263,0.00008054378,0.00055387226,0.000007940641,0.000012581742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998168,0.0002587984,0.00083162077,0.00018318954,0.00032919328,0.00022923156],"domain_scores_gemma":[0.9988653,0.000019225015,0.0004559952,0.00054548006,0.000038051046,0.00007593273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097354944,0.00017507502,0.0005753862,0.00016725156,0.0002600838,0.00025100322,0.00043973696,0.00002311018,0.00022482027],"category_scores_gemma":[0.000002975187,0.00011228214,0.0001517918,0.0002135224,0.000046731893,0.0007212841,0.00019260014,0.00008016163,0.0000050311355],"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":[0.00015357026,0.000019958017,0.8820415,0.00018064071,0.031770542,0.0000019161762,0.08366631,0.0013485521,0.000101312486,0.00040354085,0.00002270563,0.0002894195],"study_design_scores_gemma":[0.0036714356,0.00016657503,0.5292745,0.0000488687,0.093329795,0.000010800133,0.34805885,0.019763812,0.0033406606,0.000009895334,0.0012731489,0.0010516486],"about_ca_topic_score_codex":0.00047080635,"about_ca_topic_score_gemma":0.000010112141,"teacher_disagreement_score":0.35276705,"about_ca_system_score_codex":0.000010776803,"about_ca_system_score_gemma":0.00003888477,"threshold_uncertainty_score":0.45787328},"labels":[],"label_agreement":null},{"id":"W6981382640","doi":"","title":"An Efficient Data-Driven Variance-Based Global Sensitivity Analysis for Identifying Dominant Factors that Control Unusual Hydrological Events","year":2020,"lang":"en","type":"article","venue":"ScholarsArchive  (Brigham Young University)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Sensitivity (control systems); Bayesian probability; Relation (database); Probabilistic logic; Filter (signal processing); Identification (biology)","score_opus":0.051764732157732106,"score_gpt":0.2776714752227472,"score_spread":0.2259067430650151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981382640","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":[0.6998086,0.0000036932156,0.29278806,0.000070900205,0.00017213593,0.00041653006,0.0065364866,0.000053873333,0.00014976115],"genre_scores_gemma":[0.9968234,5.4379365e-7,0.0011860359,0.00010356226,0.0001440602,0.0000017928834,0.0017031501,0.000017453993,0.000020010197],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973956,0.0005569608,0.00024249745,0.0009816871,0.0002988087,0.00052449584],"domain_scores_gemma":[0.99840313,0.00020757127,0.0002804476,0.0006012258,0.00010624665,0.0004013592],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032998767,0.00034268838,0.0006225858,0.00016791523,0.0004665885,0.00020428738,0.0007252552,0.00008174121,0.0001268638],"category_scores_gemma":[0.000027958886,0.0003236453,0.0003625906,0.0005888925,0.00010387455,0.0005712996,0.00019714978,0.00022817582,0.000011098439],"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":[0.00088698545,0.00046655347,0.86247694,0.00004213668,0.00182056,0.00009329403,0.0003106393,0.052519772,0.0763437,0.004873835,0.000034784593,0.00013080183],"study_design_scores_gemma":[0.011287234,0.00060198136,0.42094064,0.000072190065,0.006013843,0.0000025223112,0.002096721,0.53598535,0.01784857,0.0006595263,0.0027872012,0.0017042144],"about_ca_topic_score_codex":0.0007152441,"about_ca_topic_score_gemma":0.000090338726,"teacher_disagreement_score":0.4834656,"about_ca_system_score_codex":0.00009280714,"about_ca_system_score_gemma":0.00017001854,"threshold_uncertainty_score":0.99992156},"labels":[],"label_agreement":null},{"id":"W6998457520","doi":"","title":"The Ammonia-MBE Approach for High Electron Mobility in GaN Epilayers and AlGaN/GaN HFETs","year":2001,"lang":"en","type":"article","venue":"NPARC","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Electron mobility; Work (physics); Wide-bandgap semiconductor; Gallium nitride; High-electron-mobility transistor","score_opus":0.012061049267804373,"score_gpt":0.2431946461946179,"score_spread":0.2311335969268135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998457520","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":[0.9944404,0.000038352387,0.00029458912,0.00024787182,0.00008968699,0.0005041414,0.000028736138,0.000017512597,0.004338746],"genre_scores_gemma":[0.99879396,0.000013447815,0.0005578826,0.000052041014,0.00016658723,0.00014656356,0.000050788185,0.000017702476,0.00020103743],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990085,0.000052054325,0.00021208212,0.00027375453,0.00008104129,0.0003725715],"domain_scores_gemma":[0.999503,0.00009115713,0.00007450135,0.00023762771,0.000029212648,0.00006445644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003317347,0.00014415964,0.00019492689,0.000024036966,0.00014200986,0.00007967889,0.0001425947,0.00004004253,0.00007234849],"category_scores_gemma":[0.000006105585,0.00010584598,0.00004818176,0.00007833991,0.000055586595,0.00007412917,0.000018369703,0.00009487296,0.000002929788],"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":[0.00035715912,0.00056341727,0.07009517,0.000084993444,0.000115072515,0.0000017002812,0.0005520871,0.00009589009,0.8513843,0.058592774,0.0011915653,0.016965903],"study_design_scores_gemma":[0.0066865403,0.0006507238,0.07948811,0.000055171084,0.00015172365,0.0000072299736,0.0022972012,0.003179405,0.6674132,0.18353084,0.055155892,0.001383993],"about_ca_topic_score_codex":0.0003651705,"about_ca_topic_score_gemma":0.00005066367,"teacher_disagreement_score":0.18397109,"about_ca_system_score_codex":0.000019073317,"about_ca_system_score_gemma":0.00003318718,"threshold_uncertainty_score":0.4316274},"labels":[],"label_agreement":null},{"id":"W7010626600","doi":"","title":"Influence of Electromechanical Effects and Wetting Layers on Band Structures of AIN/GaN Quantum Dots and Spin Control","year":2010,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Quantum dot; Magnetic field; Spin (aerodynamics); Band gap; Piezoelectricity; Electromagnetic field; Wetting layer; Electron; Semiconductor","score_opus":0.004203454523541461,"score_gpt":0.206902693802674,"score_spread":0.20269923927913255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010626600","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":[0.9990833,0.000027507192,0.000042920532,0.000057318557,0.000080557635,0.00021164869,0.00009026866,0.000014367253,0.00039212467],"genre_scores_gemma":[0.99979806,0.0000034770098,0.00009442249,0.00003491274,0.00002927762,6.20209e-7,0.000006996052,0.000012405211,0.000019837571],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991121,0.00011654189,0.00017685459,0.00024755468,0.0001237314,0.00022319703],"domain_scores_gemma":[0.99916255,0.00018699645,0.00019328026,0.00025044548,0.00007563043,0.00013109019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019022728,0.00017434986,0.00034561276,0.00017957544,0.00013911554,0.00003818767,0.00019861638,0.0000834097,0.000031728247],"category_scores_gemma":[0.000031163796,0.00017073166,0.00005745538,0.00016155385,0.00015383224,0.00023834634,0.000052420135,0.0003703373,6.7914254e-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":[0.000102598744,0.000040195217,0.043118473,0.000059448477,0.00008193703,0.000005204984,0.000079172336,0.000032204498,0.87752545,0.078606896,0.000011064268,0.00033734756],"study_design_scores_gemma":[0.003715682,0.0005346025,0.07748372,0.00015477669,0.00021511065,0.0000037104924,0.00029624763,0.00009874956,0.9091174,0.0058123954,0.002158621,0.00040896548],"about_ca_topic_score_codex":0.00021949399,"about_ca_topic_score_gemma":0.000031524665,"teacher_disagreement_score":0.072794504,"about_ca_system_score_codex":0.000008518717,"about_ca_system_score_gemma":0.000049211587,"threshold_uncertainty_score":0.6962235},"labels":[],"label_agreement":null},{"id":"W7011658729","doi":"","title":"A new KOH-based UV assisted wet etching technique and its alication to AlGaN/GaN HFET fabrication and characterization","year":2000,"lang":"en","type":"article","venue":"NPARC","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Characterization (materials science); Fabrication; Etching (microfabrication); Dry etching; Process (computing)","score_opus":0.01246531207505627,"score_gpt":0.24495619059117393,"score_spread":0.23249087851611766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011658729","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":[0.97884125,0.0000063316625,0.017853333,0.0009410854,0.000041971067,0.0005213508,0.00006221745,0.00005546876,0.0016770031],"genre_scores_gemma":[0.9963149,0.000003996624,0.0024173148,0.00028309185,0.00016538693,0.00008371599,0.00036452294,0.000017669758,0.00034944],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993095,0.000045039655,0.00018398593,0.0002452896,0.00008052303,0.00013567394],"domain_scores_gemma":[0.9995827,0.000017752362,0.00008635914,0.0001471172,0.000050723338,0.000115366805],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001095821,0.00012237288,0.00013883697,0.000059086302,0.00008477114,0.00010976744,0.00006541616,0.000044025823,0.001110014],"category_scores_gemma":[0.0000045922015,0.00012229088,0.000019147994,0.00011807878,0.0000072678013,0.00017266742,0.000010714678,0.000050709492,0.000022311886],"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":[0.000014457473,0.000019555964,0.0010804328,0.000014860529,0.0000069499806,1.0468702e-7,0.00013163255,0.000002950587,0.92706823,0.00068398804,0.00014003612,0.07083682],"study_design_scores_gemma":[0.0006774217,0.00008712548,0.063082665,0.000110546134,0.000050437364,0.0000022901952,0.000033460106,0.0012779353,0.9106214,0.0017522239,0.021935621,0.00036884553],"about_ca_topic_score_codex":0.00010000951,"about_ca_topic_score_gemma":0.0000021998521,"teacher_disagreement_score":0.07046798,"about_ca_system_score_codex":0.000013698231,"about_ca_system_score_gemma":0.000038278926,"threshold_uncertainty_score":0.9998031},"labels":[],"label_agreement":null},{"id":"W7019386657","doi":"","title":"Fabrication and Physics-Based Modeling of Polar AlGaN/GaN and AlInGaN/GaN HFETs","year":2018,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transistor; Fabrication; Piezoelectricity; Field-effect transistor; Bilayer; Polarization (electrochemistry); Voltage; Polar; Ternary operation; Heterojunction","score_opus":0.024601139621761157,"score_gpt":0.27678279942776,"score_spread":0.2521816598059989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019386657","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":[0.9840615,0.00012542878,0.00037906866,0.000036429086,0.00036361977,0.00042359365,0.0000804986,0.00003339783,0.014496484],"genre_scores_gemma":[0.9966271,0.00002817263,0.00006501258,0.0000037158807,0.0006132202,0.0000032547298,0.00042517416,0.000051018986,0.0021833517],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978928,0.00026198252,0.0003148745,0.00065848784,0.0004105869,0.00046128838],"domain_scores_gemma":[0.99841,0.0001027363,0.00031511622,0.00044770053,0.0004982346,0.00022620062],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034127748,0.00030976726,0.00048068012,0.00038817342,0.0004886222,0.0001461815,0.00033036343,0.00019088009,0.00005319515],"category_scores_gemma":[0.000014112552,0.00035036347,0.00012543265,0.0003971172,0.00021755554,0.00024887873,0.000058573038,0.0004307806,0.000005194614],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011493468,0.0004392957,0.10462035,0.0016402908,0.00087648514,0.000067001856,0.0025573866,0.00025444815,0.8729387,0.011797302,0.00031558203,0.0033438008],"study_design_scores_gemma":[0.0022182353,0.0007498408,0.017470969,0.000702519,0.00041297576,0.0000027795572,0.008102875,0.016228477,0.94399333,0.005371969,0.0035510333,0.0011949785],"about_ca_topic_score_codex":0.016935207,"about_ca_topic_score_gemma":0.0008410069,"teacher_disagreement_score":0.08714938,"about_ca_system_score_codex":0.00008195027,"about_ca_system_score_gemma":0.0005372284,"threshold_uncertainty_score":0.99989486},"labels":[],"label_agreement":null},{"id":"W7020607330","doi":"","title":"The mechanism of photoenhanced wet etching of GaN","year":2001,"lang":"en","type":"article","venue":"NPARC","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"","score_opus":0.012113932727605333,"score_gpt":0.24278842249526814,"score_spread":0.2306744897676628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020607330","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":[0.97165656,0.000009260199,0.0005587271,0.0000638272,0.00017514975,0.00009075773,0.000018866333,0.000006650502,0.027420174],"genre_scores_gemma":[0.99937403,0.0000072170374,0.00022389946,0.000018195722,0.000079822676,0.0000073596407,0.0000051705038,0.000007964909,0.00027631843],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99948853,0.000025619758,0.00018938817,0.00008177194,0.000087125256,0.00012755582],"domain_scores_gemma":[0.99956435,0.000046349123,0.00014352924,0.00018171118,0.00003944205,0.000024638292],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014061308,0.0000660574,0.0001387155,0.000014042729,0.000051332503,0.000012330938,0.00013734637,0.00001554705,0.0010691762],"category_scores_gemma":[0.000003017457,0.000045644403,0.00005773987,0.000049748785,0.000025016941,0.000035344092,0.000018463732,0.000040447227,0.0000067987144],"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":[0.000011140103,0.000020907937,0.00026164445,0.000007660088,0.000020242358,1.5989072e-7,0.00015680576,0.0000028280633,0.9465673,0.050846793,0.00011368169,0.0019908221],"study_design_scores_gemma":[0.00018872213,0.00002597111,0.00008301786,0.000020975636,0.000011404724,2.157267e-7,0.00033679503,0.000059257807,0.9433009,0.05372857,0.002193939,0.000050223847],"about_ca_topic_score_codex":0.00013521907,"about_ca_topic_score_gemma":0.000005245167,"teacher_disagreement_score":0.027717464,"about_ca_system_score_codex":0.0000031275908,"about_ca_system_score_gemma":0.000020079502,"threshold_uncertainty_score":0.99984396},"labels":[],"label_agreement":null},{"id":"W7022173363","doi":"","title":"Toronto, Ohio","year":2009,"lang":"en","type":"other","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Club; West virginia; Square (algebra); South carolina","score_opus":0.0067949535538684176,"score_gpt":0.20217053173844282,"score_spread":0.1953755781845744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7022173363","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":[0.000053482352,0.0009489623,0.00017134857,0.00012906388,0.0012075829,0.00043044923,0.0005396889,0.00028127266,0.9962382],"genre_scores_gemma":[0.07349448,0.0073001105,0.0035417895,0.017616924,0.026603775,0.00018084799,0.034390032,0.0010239815,0.83584803],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984616,0.000064169966,0.0005738984,0.00025246417,0.00015458369,0.0004932514],"domain_scores_gemma":[0.99888366,0.000020992387,0.0005099243,0.0003701574,0.000012235558,0.00020303829],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007101391,0.00046697538,0.0004912299,0.00008619805,0.000107746106,0.0003798071,0.00027816184,0.0002636736,0.03185268],"category_scores_gemma":[6.6797656e-7,0.00041943378,0.000144667,0.00009575662,0.000039577477,0.004513406,0.00011757175,0.00021824303,0.00020157635],"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":[0.00002012131,0.000029153402,0.0001158794,0.00007985536,0.00008020404,5.27249e-7,0.000059906153,0.000010859543,0.0000039847546,0.3553253,0.63078135,0.013492852],"study_design_scores_gemma":[0.0006487016,0.000044723984,0.00017432493,0.00036307296,0.000034136552,0.0000017481835,0.0000106361285,0.00006753768,0.000047402187,0.00067848613,0.9974821,0.00044711478],"about_ca_topic_score_codex":0.0000032675382,"about_ca_topic_score_gemma":0.0000037087518,"teacher_disagreement_score":0.36670077,"about_ca_system_score_codex":0.000009324822,"about_ca_system_score_gemma":0.00005061547,"threshold_uncertainty_score":0.9998258},"labels":[],"label_agreement":null},{"id":"W7022255673","doi":"","title":"Steubenville, Ohio","year":2009,"lang":"en","type":"other","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"German; Quarter (Canadian coin); Table (database)","score_opus":0.006959857965913484,"score_gpt":0.19701908363494225,"score_spread":0.19005922566902878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7022255673","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":[0.00009794394,0.00048766512,0.00018737286,0.0001864932,0.0010806149,0.00047969766,0.00065137405,0.00028106637,0.99654776],"genre_scores_gemma":[0.09318509,0.0050672814,0.0033601061,0.019243516,0.023139138,0.0001821338,0.038633604,0.0011424619,0.81604666],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983568,0.000071739596,0.0006153902,0.0002713966,0.00016852627,0.00051611656],"domain_scores_gemma":[0.9988034,0.000025205018,0.0005564261,0.00039210764,0.000012168631,0.00021073422],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000076136515,0.0004960256,0.00052569207,0.00019155002,0.00011963302,0.00039427515,0.00028579298,0.00027776283,0.018451545],"category_scores_gemma":[7.591382e-7,0.0004427459,0.0001512079,0.00017179265,0.000048688937,0.003185086,0.00013455584,0.0002969657,0.00029809598],"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":[0.000021672886,0.000031249554,0.00016724507,0.000095487296,0.00008875946,7.608815e-7,0.000047497586,0.00002581454,0.0000038484736,0.36170307,0.6262821,0.011532538],"study_design_scores_gemma":[0.00073449383,0.00004372243,0.00019051686,0.00040696742,0.000035863544,0.0000020598536,0.000008578172,0.00008002031,0.00005405724,0.0008451984,0.997124,0.00047451002],"about_ca_topic_score_codex":7.5692776e-7,"about_ca_topic_score_gemma":5.9472154e-7,"teacher_disagreement_score":0.37084195,"about_ca_system_score_codex":0.000005108346,"about_ca_system_score_gemma":0.000049955535,"threshold_uncertainty_score":0.9998024},"labels":[],"label_agreement":null},{"id":"W7023521490","doi":"","title":"Thanks","year":2010,"lang":"en","type":"other","venue":"YorkSpace (York University)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Natural language; Subject (documents); Government (linguistics); Work (physics)","score_opus":0.00926349500156866,"score_gpt":0.1940360862661933,"score_spread":0.1847725912646246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023521490","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":[0.001557232,0.00007491904,0.0002412913,0.00007417569,0.0012195606,0.00022793883,0.00026544955,0.00023572057,0.9961037],"genre_scores_gemma":[0.011326429,0.000012687415,0.0005573614,0.000034161218,0.0010723125,8.166972e-7,0.00016335453,0.0002611005,0.9865718],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990647,0.000040394734,0.00008245637,0.00037621032,0.00012122173,0.00031503738],"domain_scores_gemma":[0.99909985,0.000020851261,0.00024205462,0.0004741816,0.000020697298,0.00014238378],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000039385508,0.00031242496,0.00035150573,0.0003161693,0.00007722234,0.000063564534,0.00045512666,0.00032867564,0.030990707],"category_scores_gemma":[0.0000012221524,0.00033143815,0.00015844186,0.00022292312,0.00007714684,0.000049261176,0.00009836056,0.00037201063,0.00060791307],"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":[0.000012630094,0.00007311078,0.0011024894,0.000048731945,0.00023219227,0.000023417997,0.00010326708,0.0000016085901,0.0029898044,0.038939495,0.9548744,0.0015988804],"study_design_scores_gemma":[0.00034182915,0.000013232675,0.000013435079,0.00008883674,0.00009542952,3.4791492e-7,0.00045413562,0.0000011165698,0.000573,0.00009357772,0.99796176,0.00036332573],"about_ca_topic_score_codex":0.0030917653,"about_ca_topic_score_gemma":0.0005404811,"teacher_disagreement_score":0.04308736,"about_ca_system_score_codex":0.000020393893,"about_ca_system_score_gemma":0.000098893644,"threshold_uncertainty_score":0.99991375},"labels":[],"label_agreement":null},{"id":"W7033123479","doi":"","title":"Progress and Challenges in Growth of High-Mobility GaN Epilayers and AlGaN/GaN HFET Strcutures by Ammonia- MBE Technique","year":2000,"lang":"en","type":"article","venue":"NPARC","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Molecular beam epitaxy; Gallium nitride; Semiconductor materials; Wide-bandgap semiconductor; Substrate (aquarium)","score_opus":0.013039454215738273,"score_gpt":0.23398066210301316,"score_spread":0.2209412078872749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033123479","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":[0.99655384,0.00063563394,0.000003981997,0.00047218995,0.000026747894,0.0003676173,0.00013708201,0.000020615504,0.0017822792],"genre_scores_gemma":[0.999038,0.00032671032,0.000432781,0.000016818734,0.000048842,0.00007269162,0.000026311083,0.000015476871,0.000022370865],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990937,0.00006968667,0.00023324847,0.00030017705,0.00009252931,0.00021067447],"domain_scores_gemma":[0.9996002,0.000035647605,0.00007963616,0.00018290558,0.000026979471,0.00007465702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002019825,0.00016263343,0.00029748876,0.00003893453,0.000035555164,0.000027635557,0.000100251724,0.000068951835,0.00039082792],"category_scores_gemma":[0.0000021015114,0.00014304977,0.000027091311,0.00005484662,0.0001429415,0.000093227434,0.000020254947,0.00009913646,0.0000011076885],"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":[0.00017883441,0.000716618,0.08886556,0.00071124546,0.00010799507,0.000005681719,0.0015249109,0.0000019830525,0.7757922,0.014466219,0.0006686876,0.116960056],"study_design_scores_gemma":[0.0013253656,0.0002955258,0.048810102,0.0001661145,0.000042542113,0.0000034808409,0.0006488214,0.000017816843,0.9113287,0.03278614,0.0040996782,0.0004757351],"about_ca_topic_score_codex":0.0005883621,"about_ca_topic_score_gemma":0.000036131627,"teacher_disagreement_score":0.13553648,"about_ca_system_score_codex":0.000008027179,"about_ca_system_score_gemma":0.000018785204,"threshold_uncertainty_score":0.58334005},"labels":[],"label_agreement":null},{"id":"W7039266661","doi":"","title":"&lt;strong&gt;Electromechanical effects in electron structure for GaN/AlN quantum dots&lt;/strong&gt;","year":2008,"lang":"en","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Wilfrid Laurier University","funders":"","keywords":"Quantum; Electron; Quantum dot; Electronic structure; Quantum system","score_opus":0.0188366738954033,"score_gpt":0.24227102040323187,"score_spread":0.22343434650782856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039266661","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":[0.9918498,0.00014326851,0.0011439923,0.00009131926,0.00010165037,0.0011336636,0.0023268368,0.000039600938,0.003169904],"genre_scores_gemma":[0.9943977,0.00003202171,0.0005930947,0.000006930859,0.00013613867,9.246098e-7,0.0002465935,0.00006905197,0.0045175683],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99579704,0.0004797883,0.00041061686,0.0009280694,0.0010264759,0.0013580123],"domain_scores_gemma":[0.9974291,0.00038216208,0.00051855366,0.0007069847,0.0005474415,0.00041581],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009083052,0.0005008131,0.0010106575,0.00070566905,0.0007183534,0.000034546436,0.001355629,0.00038113707,0.006537806],"category_scores_gemma":[0.00004445326,0.0006112873,0.0005553387,0.00076455995,0.0008189893,0.000283709,0.00033217377,0.00076685206,0.00028151495],"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":[0.006209978,0.0017977788,0.059619017,0.00113324,0.001931645,0.0007679047,0.023386575,0.0002545219,0.8758547,0.019135535,0.0076347273,0.0022744355],"study_design_scores_gemma":[0.07504573,0.01173053,0.02831612,0.0032570162,0.002864403,0.0001917838,0.6470169,0.010226847,0.120131224,0.044245694,0.04627368,0.010700087],"about_ca_topic_score_codex":0.0038204223,"about_ca_topic_score_gemma":0.0019689966,"teacher_disagreement_score":0.7557234,"about_ca_system_score_codex":0.00016049133,"about_ca_system_score_gemma":0.0007110606,"threshold_uncertainty_score":0.99963385},"labels":[],"label_agreement":null},{"id":"W7042447729","doi":"","title":"Optimized growth of GaN/AlGaN HFETs on sapphire and SiC substrates by ammonia- MBE","year":2002,"lang":"en","type":"article","venue":"NPARC","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Sapphire; Work (physics); Silicon carbide; Substrate (aquarium); Chemical vapor deposition","score_opus":0.0128856176553074,"score_gpt":0.21589981159167243,"score_spread":0.20301419393636502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042447729","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":[0.9826751,0.00006764096,0.000015721294,0.00017713482,0.000083053994,0.00013278596,0.000109402084,0.00002050976,0.016718663],"genre_scores_gemma":[0.9990333,0.000017535513,0.00038410226,0.00006008714,0.00008686698,0.000011490259,0.000036488487,0.000018739776,0.0003514246],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992394,0.000032549564,0.00020974567,0.0002086162,0.000107154185,0.00020254285],"domain_scores_gemma":[0.99955934,0.00005153816,0.00011111818,0.00015864593,0.00003673542,0.00008263528],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006482257,0.00015587908,0.00026188765,0.000031904947,0.00005212508,0.00004136221,0.00010339899,0.000039704642,0.0022826279],"category_scores_gemma":[0.0000030617266,0.0001351119,0.000055482302,0.000060514445,0.00005740986,0.000073586074,0.000015248048,0.00007039337,0.000030046069],"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":[0.00003861807,0.00021291141,0.0033536246,0.0000494635,0.00006817648,0.00000170918,0.00029823883,0.0000074090567,0.97927326,0.006044348,0.007745907,0.0029063583],"study_design_scores_gemma":[0.0016443094,0.00014828838,0.00079653744,0.00005730674,0.00004690657,8.4916223e-7,0.00020865079,0.00028634223,0.9907639,0.0047164396,0.001054434,0.0002760478],"about_ca_topic_score_codex":0.00011814409,"about_ca_topic_score_gemma":0.0000011975043,"teacher_disagreement_score":0.016367238,"about_ca_system_score_codex":0.0000055128858,"about_ca_system_score_gemma":0.0000071913955,"threshold_uncertainty_score":0.9986294},"labels":[],"label_agreement":null},{"id":"W7116970989","doi":"10.1016/j.microrel.2025.115986","title":"On the activation energy in SP-GaN gate HEMT devices during gate lifetime test","year":2025,"lang":"en","type":"article","venue":"Microelectronics Reliability","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Safran Electronics (Canada)","funders":"Liaoning Academy of Agricultural Sciences; Direction Générale de l’Armement; Centre National d’Etudes Spatiales; Commissariat à l'Énergie Atomique et aux Énergies Alternatives; European Synchrotron Radiation Facility; Agence Nationale de la Recherche; International Centre for Advanced Materials","keywords":"Activation energy; Impact ionization; High-electron-mobility transistor; Time-dependent gate oxide breakdown; Gate dielectric; Leakage (economics); Transistor; Dielectric","score_opus":0.004749961726133079,"score_gpt":0.22168674483023065,"score_spread":0.21693678310409759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116970989","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":[0.9954221,0.00006747141,0.00011709368,0.0011745483,0.00011501546,0.00027427042,0.000026193524,0.000039832277,0.002763426],"genre_scores_gemma":[0.9988872,0.000011853323,0.000020084091,0.0003756486,0.00007674451,0.0000688963,0.000044168104,0.00001979849,0.00049559557],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983597,0.00014330537,0.00040633115,0.00046415394,0.00012030934,0.000506197],"domain_scores_gemma":[0.9987872,0.00040917462,0.00014992231,0.0005361753,0.00007463138,0.000042857788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042713652,0.00024949462,0.00027332327,0.0000861009,0.00018920908,0.00010806473,0.0003127579,0.00007330447,0.00032416396],"category_scores_gemma":[0.000054501157,0.00019353614,0.00010461704,0.0003427958,0.000055840454,0.00011347918,0.00006424559,0.00029352613,0.000022764081],"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":[0.00012871652,0.0005102654,0.028364392,0.000110950175,0.00006582409,7.431031e-7,0.00015264933,0.0019115449,0.9346537,0.03240794,0.0005277193,0.0011655821],"study_design_scores_gemma":[0.0005775504,0.00006373492,0.009813171,0.00012150479,0.000021466056,2.2684571e-7,0.00007725449,0.0006232426,0.95698375,0.023799203,0.007667209,0.0002516815],"about_ca_topic_score_codex":0.0014106848,"about_ca_topic_score_gemma":0.0001586295,"teacher_disagreement_score":0.02233008,"about_ca_system_score_codex":0.0002349945,"about_ca_system_score_gemma":0.00019694831,"threshold_uncertainty_score":0.7892175},"labels":[],"label_agreement":null},{"id":"W7126773668","doi":"","title":"<strong>Electromechanical effects in electron structure for GaN/AlN quantum dots</strong>","year":2008,"lang":"en","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Wilfrid Laurier University","funders":"","keywords":"Quantum; Electron; Quantum dot; Electronic structure; Quantum system","score_opus":0.02106695854777583,"score_gpt":0.2483418410155218,"score_spread":0.227274882467746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126773668","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":[0.9931772,0.00009243193,0.0012335379,0.00007377932,0.00007439482,0.0009341667,0.0018910911,0.000028447304,0.0024949792],"genre_scores_gemma":[0.995613,0.000019599447,0.00053240627,0.000005402491,0.0001004095,5.864704e-7,0.00017886162,0.00005103571,0.0034987147],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9966849,0.00038178312,0.00032576005,0.0007389449,0.00078612147,0.0010824985],"domain_scores_gemma":[0.9979523,0.00032973496,0.00040953004,0.0005628251,0.00043036274,0.00031525982],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00072490965,0.0003841565,0.00081766123,0.00057561026,0.00057095685,0.000022824948,0.0010920065,0.00029088845,0.0059661716],"category_scores_gemma":[0.000033608907,0.0004707788,0.0004433061,0.0006232052,0.00069590856,0.00021830866,0.00024907055,0.0006859301,0.00021851015],"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":[0.008632006,0.0025153628,0.16280392,0.0017060422,0.002446312,0.0010046185,0.04099919,0.00039791368,0.7447484,0.02333488,0.007852595,0.0035587826],"study_design_scores_gemma":[0.044986732,0.0065311366,0.016737564,0.0018526084,0.0014029368,0.00010167383,0.7860731,0.0058402563,0.08320698,0.033660065,0.013931203,0.005675742],"about_ca_topic_score_codex":0.0059304824,"about_ca_topic_score_gemma":0.0012206775,"teacher_disagreement_score":0.7450739,"about_ca_system_score_codex":0.00011186184,"about_ca_system_score_gemma":0.00046919062,"threshold_uncertainty_score":0.9997744},"labels":[],"label_agreement":null},{"id":"W7132964159","doi":"","title":"Terahertz and Raman Characterization of Gas Phase Synthesized Indium Nitride Nanostructures","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"GaN-based semiconductor devices and materials","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 Toronto","funders":"","keywords":"Raman spectroscopy; Indium nitride; Indium; Nanostructure; Phase (matter); Characterization (materials science); Hydrogen; Sputtering; Density functional theory","score_opus":0.014899392214640586,"score_gpt":0.3100489256479702,"score_spread":0.2951495334333296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132964159","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":[0.99625427,0.000115634524,0.00002150882,0.000091760354,0.0017815024,0.0009391211,0.00059066893,0.00005392136,0.00015160031],"genre_scores_gemma":[0.98603445,0.00019507392,0.00004471711,0.000028474995,0.0005465885,0.00007087734,0.0077404343,0.00014147704,0.0051978766],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974909,0.0001809119,0.00086950447,0.0006782776,0.0003109153,0.0004695147],"domain_scores_gemma":[0.9975942,0.00015976846,0.0014110922,0.00043886632,0.00021611503,0.00017995575],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022702597,0.0006713708,0.0011162079,0.00029593447,0.00020711948,0.00023004386,0.00026220383,0.0003446508,0.0012331494],"category_scores_gemma":[0.000038644645,0.000666428,0.00021313588,0.00028939144,0.00008884127,0.00017360973,0.000056563076,0.00027320033,0.00004987935],"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":[0.0005143319,0.00014251213,0.0005202882,0.000844685,0.0002957126,0.0000042956026,0.010834754,0.0000011403823,0.97817105,0.00018111683,0.000064852204,0.008425234],"study_design_scores_gemma":[0.0024115406,0.0002177229,0.0051291506,0.0007942626,0.0005094912,0.0000013448623,0.008353956,0.00006767869,0.9792814,0.0002633121,0.0023062339,0.00066385476],"about_ca_topic_score_codex":0.0011942325,"about_ca_topic_score_gemma":0.000024609913,"teacher_disagreement_score":0.010219802,"about_ca_system_score_codex":0.00002636551,"about_ca_system_score_gemma":0.00021535589,"threshold_uncertainty_score":0.99967986},"labels":[],"label_agreement":null},{"id":"W7147623215","doi":"10.70675/acab8363zef5az447aza2e7zed5506939b90","title":"Design of GaN-based microwave components and application to novel high power reconfigurable antennas","year":2016,"lang":"","type":"dissertation","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Diode; Microwave; Fabrication; Electronic circuit; Microwave transmission; C band","score_opus":0.018016006430933186,"score_gpt":0.24622947519155955,"score_spread":0.22821346876062637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7147623215","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":[0.7166195,0.000074885575,0.27689067,0.00015048997,0.0008754267,0.0026277788,0.00079587067,0.000029564882,0.0019358355],"genre_scores_gemma":[0.99324536,0.00001526396,0.0022938321,0.0001838885,0.00012764167,0.00021166261,0.0017996151,0.00010416129,0.002018573],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9968133,0.000108056134,0.00120037,0.0010164309,0.00029057663,0.0005712672],"domain_scores_gemma":[0.99710774,0.00024693774,0.0010873328,0.00065286667,0.000602694,0.00030241758],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037640997,0.0007434907,0.0011518104,0.00027656328,0.00019048492,0.00014022336,0.00037223063,0.00032647088,0.0013252991],"category_scores_gemma":[0.000009437083,0.0006378851,0.00016926111,0.00019122708,0.00007873006,0.0001652601,0.000014565239,0.00015562597,0.00023374858],"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":[0.00056698563,0.0004703747,0.0001527506,0.00028313295,0.00019371432,4.0729026e-7,0.00028911096,0.00008196351,0.994433,0.0014523815,0.00015048811,0.0019257155],"study_design_scores_gemma":[0.0023818214,0.00031033964,0.0013098815,0.00080099195,0.00019145591,6.8450925e-7,0.0003978146,0.00037779962,0.9920217,0.0004976276,0.0009231518,0.0007867395],"about_ca_topic_score_codex":0.0013999153,"about_ca_topic_score_gemma":0.000014177028,"teacher_disagreement_score":0.2766259,"about_ca_system_score_codex":0.0000571768,"about_ca_system_score_gemma":0.00026800323,"threshold_uncertainty_score":0.99960726},"labels":[],"label_agreement":null},{"id":"W7149607987","doi":"10.70675/6031a22ezc68bz4f10z902dz1e9cb289c6de","title":"Etude et contribution à l’optimisation de la commande des HEMTs GaN","year":2020,"lang":"","type":"dissertation","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Commutation; Bipolar junction transistor; High tension","score_opus":0.015466175745007476,"score_gpt":0.29483817010179963,"score_spread":0.27937199435679216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7149607987","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":[0.96681213,0.00018645033,0.010655887,0.00027684463,0.0006329029,0.0008534558,0.00027762007,0.00010858624,0.020196106],"genre_scores_gemma":[0.982139,0.00018103061,0.00081675674,0.00045360846,0.00048242763,0.00010785558,0.014866119,0.00008726275,0.00086594204],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99695575,0.0006885161,0.00082317693,0.00063563755,0.00029712293,0.00059979135],"domain_scores_gemma":[0.9980132,0.00033520247,0.0006729419,0.00030915378,0.0003432767,0.00032624856],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007333995,0.0006702901,0.00078798167,0.000096679934,0.00039299153,0.00071293686,0.00031043458,0.00047398583,0.0024929375],"category_scores_gemma":[0.00005718439,0.00068556564,0.00034140528,0.0001917862,0.00012143339,0.0003512763,0.000037867223,0.00054564234,0.0001839585],"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":[0.00054624793,0.00065179955,0.011168344,0.000838114,0.00078262563,0.000011032033,0.011107849,0.0009669753,0.8678795,0.100242145,0.0015905222,0.0042148368],"study_design_scores_gemma":[0.004512376,0.0004585518,0.017647391,0.0009289061,0.0011216607,0.0000058859464,0.011250706,0.0039821495,0.9057132,0.017089479,0.035306558,0.0019831345],"about_ca_topic_score_codex":0.0013505,"about_ca_topic_score_gemma":0.00012326518,"teacher_disagreement_score":0.08315267,"about_ca_system_score_codex":0.00016875468,"about_ca_system_score_gemma":0.0005350937,"threshold_uncertainty_score":0.9995596},"labels":[],"label_agreement":null},{"id":"W757347248","doi":"10.71781/16990","title":"Modification des propriétés optiques de nanofils à base de GaN par plasma N2/O2","year":2014,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","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":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Physics; Materials science","score_opus":0.010989216316696478,"score_gpt":0.20414502982166646,"score_spread":0.19315581350497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W757347248","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":[0.9845015,0.0025139253,0.0022507617,0.00018064836,0.0010684554,0.00065869675,0.0002497523,0.00009724963,0.008479024],"genre_scores_gemma":[0.97724617,0.00026263698,0.0033874374,0.00007047883,0.0006382934,0.000111950525,0.0016249858,0.000069988615,0.01658807],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9968676,0.0004086054,0.0006286689,0.0008065813,0.0004457052,0.00084281876],"domain_scores_gemma":[0.9975541,0.00012949844,0.0007517803,0.00053570204,0.00045203147,0.0005768874],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004352382,0.0006858511,0.0006298883,0.0002414494,0.0053777024,0.00022003235,0.000550797,0.00056786573,0.00021924995],"category_scores_gemma":[0.000038287246,0.00079322205,0.0004298495,0.00021532486,0.0003706766,0.00052205723,0.000080306156,0.0004221305,0.00018489754],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006836806,0.00043817272,0.029155757,0.0006768792,0.00049622974,0.00024392531,0.024347102,0.007406453,0.8992316,0.032876354,0.0004242259,0.0040196157],"study_design_scores_gemma":[0.0015524352,0.00020757163,0.023099829,0.00087493623,0.000819411,0.00015980568,0.023185275,0.006633016,0.91887814,0.0017498786,0.021719102,0.0011205848],"about_ca_topic_score_codex":0.054715652,"about_ca_topic_score_gemma":0.0027232128,"teacher_disagreement_score":0.051992442,"about_ca_system_score_codex":0.0045213345,"about_ca_system_score_gemma":0.0031900608,"threshold_uncertainty_score":0.9994519},"labels":[],"label_agreement":null}]}